diff --git a/pipeline/docs/requirements.txt b/pipeline/docs/requirements.txt
index cc4a6c9d8f..1f633786a1 100644
--- a/pipeline/docs/requirements.txt
+++ b/pipeline/docs/requirements.txt
@@ -1,5 +1,5 @@
 Sphinx==7.4.7
 sphinx-rtd-theme==3.1.0
 sphinx-intl==2.3.2
-sphinx-autoapi==3.6.1
+sphinx-autoapi==3.8.0
 sphinxcontrib-fulltoc==1.2.0
\ No newline at end of file
diff --git a/pipeline/poetry.lock b/pipeline/poetry.lock
index ca01a7a13d..2cb42024d4 100644
--- a/pipeline/poetry.lock
+++ b/pipeline/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 2.3.3 and should not be changed by hand.
+# This file is automatically @generated by Poetry 2.2.1 and should not be changed by hand.
 
 [[package]]
 name = "adbc-driver-manager"
@@ -991,79 +991,79 @@ dev = ["coveralls", "pytest (>=3.6)", "pytest-cov", "wheel"]
 
 [[package]]
 name = "clickhouse-connect"
-version = "0.14.1"
+version = "0.15.1"
 description = "ClickHouse Database Core Driver for Python, Pandas, and Superset"
 optional = false
 python-versions = "<3.15,>=3.9"
 groups = ["main"]
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 [package.extras]
 docs = ["Sphinx", "furo"]
-test = ["objgraph", "psutil"]
+test = ["objgraph", "psutil", "setuptools"]
 
 [[package]]
 name = "griffe"
@@ -2861,7 +2865,7 @@ fqdn = {version = "*", optional = true, markers = "extra == \"format-nongpl\""}
 idna = {version = "*", optional = true, markers = "extra == \"format-nongpl\""}
 isoduration = {version = "*", optional = true, markers = "extra == \"format-nongpl\""}
 jsonpointer = {version = ">1.13", optional = true, markers = "extra == \"format-nongpl\""}
-jsonschema-specifications = ">=2023.3.6"
+jsonschema-specifications = ">=2023.03.6"
 referencing = ">=0.28.4"
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 rfc3986-validator = {version = ">0.1.0", optional = true, markers = "extra == \"format-nongpl\""}
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 python-versions = ">=3.10"
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+    {file = "matplotlib-3.10.9-cp314-cp314-win_arm64.whl", hash = "sha256:2dc9477819ffd78ad12a20df1d9d6a6bd4fec6aaa9072681465fddca052f1456"},
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+    {file = "matplotlib-3.10.9-cp314-cp314t-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:4edcfbd8565339aa62f1cd4012f7180926fdbe71850f7b0d3c379c175cd6b66c"},
+    {file = "matplotlib-3.10.9-cp314-cp314t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:6be157fe17fc37cb95ac1d7374cf717ce9259616edec911a78d9d26dae8522d4"},
+    {file = "matplotlib-3.10.9-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:4e42042d54db34fda4e95a7bd3e5789c2a995d2dad3eb8850232ee534092fbbf"},
+    {file = "matplotlib-3.10.9-cp314-cp314t-win_amd64.whl", hash = "sha256:c27df8b3848f32a83d1767566595e43cfaa4460380974da06f4279a7ec143c39"},
+    {file = "matplotlib-3.10.9-cp314-cp314t-win_arm64.whl", hash = "sha256:a49f1eadc84ca85fd72fa4e89e70e61bf86452df6f971af04b12c60761a0772c"},
+    {file = "matplotlib-3.10.9-pp310-pypy310_pp73-macosx_10_15_x86_64.whl", hash = "sha256:1872fb212a05b729e649754a72d5da61d03e0554d76e80303b6f83d1d2c0552b"},
+    {file = "matplotlib-3.10.9-pp310-pypy310_pp73-macosx_11_0_arm64.whl", hash = "sha256:985f2238880e2e69093f588f5fe2e46771747febf0649f3cf7f7b7480875317f"},
+    {file = "matplotlib-3.10.9-pp310-pypy310_pp73-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:6640f75af2c6148293caa0a2b39dd806a492dd66c8a8b04035813e33d0fd2585"},
+    {file = "matplotlib-3.10.9-pp311-pypy311_pp73-macosx_10_15_x86_64.whl", hash = "sha256:42fb814efabe95c06c1994d8ab5a8385f43a249e23badd3ba931d4308e5bca20"},
+    {file = "matplotlib-3.10.9-pp311-pypy311_pp73-macosx_11_0_arm64.whl", hash = "sha256:f76e640a5268850bfda54b5131b1b1941cc685e42c5fa98ed9f2d64038308cba"},
+    {file = "matplotlib-3.10.9-pp311-pypy311_pp73-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:3fc0364dfbe1d07f6d15c5ebd0c5bf89e126916e5a8667dd4a7a6e84c36653d4"},
+    {file = "matplotlib-3.10.9.tar.gz", hash = "sha256:fd66508e8c6877d98e586654b608a0456db8d7e8a546eb1e2600efd957302358"},
 ]
 
 [package.dependencies]
@@ -3830,7 +3834,7 @@ pyparsing = ">=3"
 python-dateutil = ">=2.7"
 
 [package.extras]
-dev = ["meson-python (>=0.13.1,<0.17.0)", "pybind11 (>=2.13.2,!=2.13.3)", "setuptools (>=64)", "setuptools_scm (>=7)"]
+dev = ["meson-python (>=0.13.1,<0.17.0)", "pybind11 (>=2.13.2,!=2.13.3)", "setuptools (>=64)", "setuptools_scm (>=7,<10)"]
 
 [[package]]
 name = "matplotlib-inline"
@@ -4689,14 +4693,14 @@ type = ["mypy (>=1.14.1)"]
 
 [[package]]
 name = "plotly"
-version = "6.6.0"
+version = "6.7.0"
 description = "An open-source interactive data visualization library for Python"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
 files = [
-    {file = "plotly-6.6.0-py3-none-any.whl", hash = "sha256:8d6daf0f87412e0c0bfe72e809d615217ab57cc715899a1e5145135a7800d1d0"},
-    {file = "plotly-6.6.0.tar.gz", hash = "sha256:b897f15f3b02028d69f755f236be890ba950d0a42d7dfc619b44e2d8cea8748c"},
+    {file = "plotly-6.7.0-py3-none-any.whl", hash = "sha256:ac8aca1c25c663a59b5b9140a549264a5badde2e057d79b8c772ae2920e32ff0"},
+    {file = "plotly-6.7.0.tar.gz", hash = "sha256:45eea0ff27e2a23ccd62776f77eb43aa1ca03df4192b76036e380bb479b892c6"},
 ]
 
 [package.dependencies]
@@ -4704,11 +4708,11 @@ narwhals = ">=1.15.1"
 packaging = "*"
 
 [package.extras]
-dev = ["plotly[dev-optional]"]
-dev-build = ["build", "jupyter", "plotly[dev-core]"]
+dev = ["anywidget", "build", "colorcet", "fiona (<=1.9.6) ; python_version <= \"3.8\"", "geopandas", "inflect", "jupyterlab", "kaleido (>=1.1.0)", "numpy (>=1.22)", "orjson", "pandas", "pdfrw", "pillow", "plotly-geo", "polars[timezone]", "pyarrow", "pyshp", "pytest", "pytz", "requests", "ruff (==0.11.12)", "scikit-image", "scipy", "shapely", "statsmodels", "vaex ; python_version <= \"3.9\"", "xarray"]
+dev-build = ["build", "jupyterlab", "pytest", "requests", "ruff (==0.11.12)"]
 dev-core = ["pytest", "requests", "ruff (==0.11.12)"]
-dev-optional = ["anywidget", "colorcet", "fiona (<=1.9.6) ; python_version <= \"3.8\"", "geopandas", "inflect", "numpy", "orjson", "pandas", "pdfrw", "pillow", "plotly-geo", "plotly[dev-build]", "plotly[kaleido]", "polars[timezone]", "pyarrow", "pyshp", "pytz", "scikit-image", "scipy", "shapely", "statsmodels", "vaex ; python_version <= \"3.9\"", "xarray"]
-express = ["numpy"]
+dev-optional = ["anywidget", "build", "colorcet", "fiona (<=1.9.6) ; python_version <= \"3.8\"", "geopandas", "inflect", "jupyterlab", "kaleido (>=1.1.0)", "numpy (>=1.22)", "orjson", "pandas", "pdfrw", "pillow", "plotly-geo", "polars[timezone]", "pyarrow", "pyshp", "pytest", "pytz", "requests", "ruff (==0.11.12)", "scikit-image", "scipy", "shapely", "statsmodels", "vaex ; python_version <= \"3.9\"", "xarray"]
+express = ["numpy (>=1.22)"]
 kaleido = ["kaleido (>=1.1.0)"]
 
 [[package]]
@@ -4729,14 +4733,14 @@ testing = ["coverage", "pytest", "pytest-benchmark"]
 
 [[package]]
 name = "pre-commit"
-version = "4.5.1"
+version = "4.6.0"
 description = "A framework for managing and maintaining multi-language pre-commit hooks."
 optional = false
 python-versions = ">=3.10"
 groups = ["main"]
 files = [
-    {file = "pre_commit-4.5.1-py2.py3-none-any.whl", hash = "sha256:3b3afd891e97337708c1674210f8eba659b52a38ea5f822ff142d10786221f77"},
-    {file = "pre_commit-4.5.1.tar.gz", hash = "sha256:eb545fcff725875197837263e977ea257a402056661f09dae08e4b149b030a61"},
+    {file = "pre_commit-4.6.0-py2.py3-none-any.whl", hash = "sha256:e2cf246f7299edcabcf15f9b0571fdce06058527f0a06535068a86d38089f29b"},
+    {file = "pre_commit-4.6.0.tar.gz", hash = "sha256:718d2208cef53fdc38206e40524a6d4d9576d103eb16f0fec11c875e7716e9d9"},
 ]
 
 [package.dependencies]
@@ -4944,7 +4948,7 @@ description = "Run a subprocess in a pseudo terminal"
 optional = false
 python-versions = "*"
 groups = ["dev"]
-markers = "os_name != \"nt\" or sys_platform != \"win32\" and sys_platform != \"emscripten\""
+markers = "sys_platform != \"win32\" and sys_platform != \"emscripten\" or os_name != \"nt\""
 files = [
     {file = "ptyprocess-0.7.0-py2.py3-none-any.whl", hash = "sha256:4b41f3967fce3af57cc7e94b888626c18bf37a083e3651ca8feeb66d492fef35"},
     {file = "ptyprocess-0.7.0.tar.gz", hash = "sha256:5c5d0a3b48ceee0b48485e0c26037c0acd7d29765ca3fbb5cb3831d347423220"},
@@ -5488,14 +5492,14 @@ diagrams = ["jinja2", "railroad-diagrams"]
 
 [[package]]
 name = "pypdf"
-version = "6.9.2"
+version = "6.10.2"
 description = "A pure-python PDF library capable of splitting, merging, cropping, and transforming PDF files"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "pypdf-6.9.2-py3-none-any.whl", hash = "sha256:662cf29bcb419a36a1365232449624ab40b7c2d0cfc28e54f42eeecd1fd7e844"},
-    {file = "pypdf-6.9.2.tar.gz", hash = "sha256:7f850faf2b0d4ab936582c05da32c52214c2b089d61a316627b5bfb5b0dab46c"},
+    {file = "pypdf-6.10.2-py3-none-any.whl", hash = "sha256:aa53be9826655b51c96741e5d7983ca224d898ac0a77896e64636810517624aa"},
+    {file = "pypdf-6.10.2.tar.gz", hash = "sha256:7d09ce108eff6bf67465d461b6ef352dcb8d84f7a91befc02f904455c6eea11d"},
 ]
 
 [package.extras]
@@ -5582,14 +5586,14 @@ files = [
 
 [[package]]
 name = "pytest"
-version = "9.0.2"
+version = "9.0.3"
 description = "pytest: simple powerful testing with Python"
 optional = false
 python-versions = ">=3.10"
 groups = ["main"]
 files = [
-    {file = "pytest-9.0.2-py3-none-any.whl", hash = "sha256:711ffd45bf766d5264d487b917733b453d917afd2b0ad65223959f59089f875b"},
-    {file = "pytest-9.0.2.tar.gz", hash = "sha256:75186651a92bd89611d1d9fc20f0b4345fd827c41ccd5c299a868a05d70edf11"},
+    {file = "pytest-9.0.3-py3-none-any.whl", hash = "sha256:2c5efc453d45394fdd706ade797c0a81091eccd1d6e4bccfcd476e2b8e0ab5d9"},
+    {file = "pytest-9.0.3.tar.gz", hash = "sha256:b86ada508af81d19edeb213c681b1d48246c1a91d304c6c81a427674c17eb91c"},
 ]
 
 [package.dependencies]
@@ -6584,14 +6588,14 @@ test = ["Cython", "array-api-strict (>=2.3.1)", "asv", "gmpy2", "hypothesis (>=6
 
 [[package]]
 name = "scrapy"
-version = "2.14.2"
+version = "2.15.2"
 description = "A high-level Web Crawling and Web Scraping framework"
 optional = false
 python-versions = ">=3.10"
 groups = ["main"]
 files = [
-    {file = "scrapy-2.14.2-py3-none-any.whl", hash = "sha256:dc6ddf6e1601fc6c50191d2e4d4a65497e37c4b848f542f21c9278a55f86af42"},
-    {file = "scrapy-2.14.2.tar.gz", hash = "sha256:23bf5d37503ad16973bd09604b9c36249bd4bbc282c48ddedbf58105d4639337"},
+    {file = "scrapy-2.15.2-py3-none-any.whl", hash = "sha256:ff47379299699f1fcc7bc1d404754306f04371d0822e077c2857777d60743e07"},
+    {file = "scrapy-2.15.2.tar.gz", hash = "sha256:c7b8fc8d2c51a39d52f6025bdd7e9c714e43f97afd300e8c44157cf7a05c0c9e"},
 ]
 
 [package.dependencies]
@@ -8298,4 +8302,4 @@ cffi = ["cffi (>=1.11)"]
 [metadata]
 lock-version = "2.1"
 python-versions = "3.13.5"
-content-hash = "1c461cdc2fe7560df15938b968b553c615aa1dede7a7a447b97efe08c64fddd5"
+content-hash = "931f9043aad90c4014df1ad4797f3fe925b2371bd5b3662bc42506c3c0f945a3"
diff --git a/pipeline/pyproject.toml b/pipeline/pyproject.toml
index 12d6fb62b2..e7898bf4ca 100644
--- a/pipeline/pyproject.toml
+++ b/pipeline/pyproject.toml
@@ -11,37 +11,37 @@ pandas = {extras = ["postgresql"], version = "^2.3.3"}
 black = "^26.3.1"
 isort = "^6.0.1"
 coverage = "^7.13.5"
-pre-commit = "^4.5.1"
+pre-commit = "^4.6.0"
 flake8 = "^7.2.0"
 python-dotenv = "^1.2.2"
-scrapy = "^2.14.2"
+scrapy = "^2.15.2"
 simplejson = "^3.20.2"
-geoalchemy2 = "^0.18.4"
+geoalchemy2 = "^0.19.0"
 rtree = "^1.4.1"
 jinja2 = "^3.1.6"
 pytz = "^2025.2"
 vptree = "^1.3"
-pytest = "^9.0.2"
+pytest = "^9.0.3"
 geopandas = "^1.1.3"
 weasyprint = "^68.1"
 pytest-dotenv = "^0.5.2"
-css-inline = "^0.20.0"
+css-inline = "^0.20.2"
 requests-mock = "^1.11.0"
 h3 = "^4.4.2"
-pypdf = "^6.9.2"
+pypdf = "^6.10.2"
 fiona = "^1.10.1"
-clickhouse-connect = "^0.14.1"
+clickhouse-connect = "^0.15.1"
 pyarrow = "^22.0.0"
 prefect = {version = "3.6.9", extras = ["docker"]}
-duckdb = "^1.5.1"
+duckdb = "^1.5.2"
 oracledb = "^3.4.2"
 
 
 [tool.poetry.group.dev.dependencies]
-plotly = "^6.6.0"
+plotly = "^6.7.0"
 xlsxwriter = "^3.2.9"
 jupyter = "^1.1.1"
-matplotlib = "^3.10.8"
+matplotlib = "^3.10.9"
 openpyxl = "^3.1.5"
 matplotlib-venn = "^1.1.2"
 seaborn = "^0.13.0"
@@ -58,7 +58,7 @@ odfpy = "^1.4.1"
 fuzzywuzzy = "^0.18.0"
 scikit-learn = "^1.8.0"
 ipywidgets = "^8.1.8"
-greenlet = "^3.2.3"
+greenlet = "^3.5.0"
 
 [build-system]
 requires = ["poetry-core"]