A command line interface for automatically extracting relevant metadata from code repositories (readme, configuration files, documentation, etc.).
-This repository is extracted from https://github.com/SciCodes/somef-core/issues
+This repository is extracted from https://github.com/SciCodes/somef-core/
+**Demo:** See a [demo running somef as a service](https://somef.linkeddata.es), through the [SOMEF-Vider tool](https://github.com/SoftwareUnderstanding/SOMEF-Vider/).
**Authors:** Daniel Garijo, Allen Mao, Miguel Ángel García Delgado, Haripriya Dharmala, Vedant Diwanji, Jiaying Wang, Aidan Kelley, Jenifer Tabita Ciuciu-Kiss, Luca Angheluta and Juanje Mendoza.
@@ -19,6 +18,13 @@ This repository is extracted from https://github.com/SciCodes/somef-core/issues
Given a readme file (or a GitHub/Gitlab repository) SOMEF will extract the following categories (if present), listed in alphabetical order:
- **Acknowledgement**: Text acknowledging funding sources or contributors
+- **Application domain**: The application domain of the repository. Current supported domains include: Astrophysics, Audio, Computer vision, Graphs, Natural language processing, Reinforcement learning, Semantc web, Sequential. Domains are not mutually exclusive. These domains have been extracted from [awesome lists](https://github.com/topics/awesome-list) and [Papers with code](https://paperswithcode.com/). Find more information in our [documentation](https://somef.readthedocs.io/en/latest/)
+- **Authors**: Person(s) or organization(s) responsible for the project. We recognize the following properties:
+ - Name: name of the author (including last name)
+ - Given name: First name of an author
+ - Family name: Last name of an author
+ - Email: email of author
+ - URL: website or ORCID associated with the author
- **Build file**: Build file(s) of the project. For example, files used to create a Docker image for the target software, package files, etc.
- **Citation**: Preferred citation as the authors have stated in their readme file. SOMEF recognizes Bibtex, Citation File Format files and other means by which authors cite their papers (e.g., by in-text citation). We aim to recognize the following properties:
- Title: Title of the publication
@@ -43,7 +49,7 @@ Given a readme file (or a GitHub/Gitlab repository) SOMEF will extract the follo
- **Forks url**: Links to forks made of the project
- **Full name**: Name + owner (owner/name)
- **Full title**: If the repository is a short name, we will attempt to extract the longer version of the repository name
-- **Identifier**: Identifier associated with the software (if any), such as Digital Object Identifiers. DOIs associated with publications will also be detected.
+- **Identifier**: Identifier associated with the software (if any), such as Digital Object Identifiers and Software Heritage identifiers (SWH). DOIs associated with publications will also be detected.
- **Images**: Images used to illustrate the software component
- **Installation instructions**: A set of instructions that indicate how to install a target repository
- **Invocation**: Execution command(s) needed to run a scientific software component
@@ -52,6 +58,7 @@ Given a readme file (or a GitHub/Gitlab repository) SOMEF will extract the follo
- **License**: License and usage terms of a software component
- **Logo**: Main logo used to represent the target software component
- **Name**: Name identifying a software component
+- **Ontologies**: URL and path to the ontology files present in the repository
- **Owner**: Name and type of the user or organization in charge of the repository
- **Package distribution**: Links to package sites like pypi in case the repository has a package available.
- **Package files**: Links to package files used to wrap the project in a package.
@@ -69,18 +76,23 @@ Given a readme file (or a GitHub/Gitlab repository) SOMEF will extract the follo
- Link to the tarball zip and code of the release
- **Repository status**: Repository status as it is described in [repostatus.org](https://www.repostatus.org/).
- **Requirements**: Pre-requisites and dependencies needed to execute a software component
+- **Run**: Running instructions of a software component. It may be wider than the `invocation` category, as it may include several steps and explanations.
+- **Runtime platform**: specifies runtime platform or script interpreter dependencies required to run the project..
+- **Script files**: Bash script files contained in the repository
- **Stargazers count**: Total number of stargazers of the project
- **Support**: Guidelines and links of where to obtain support for a software component
- **Support channels**: Help channels one can use to get support about the target software component
+- **Type**: type of software (command line application, notebook, ontology, scientific workflow, etc.)
- **Usage examples**: Assumptions and considerations recorded by the authors when executing a software component, or examples on how to use it
+- **Workflows**: URL and path to the computational workflow files present in the repository
We use different supervised classifiers, header analysis, regular expressions, the GitHub/Gitlab API to retrieve all these fields (more than one technique may be used for each field) and language specific metadata parsers (e.g., for package files). Each extraction records its provenance, with the confidence and technique used on each step. For more information check the [output format description](https://somef.readthedocs.io/en/latest/output/)
## Documentation
-The documentation for somef-core is available at [https://somef-core.readthedocs.io/en/latest/](https://somef-core.readthedocs.io/en/latest/)
+See full documentation for somef-core is available at [https://somef-core.readthedocs.io/en/latest/](https://somef-core.readthedocs.io/en/latest/)
-## Cite SOMEF and SOMEF-core:
+## Cite SOMEF-core:
Journal publication (preferred):
@@ -132,7 +144,7 @@ To run somef_core, please follow the next steps:
Clone this GitHub repository
```
-git clone https://github.com/KnowledgeCaptureAndDiscovery/somef-core.git
+git clone https://github.com/SciCodes/somef-core.git
```
We use [Poetry](https://python-poetry.org/) to ensure library compatibility. It can be installed as follows:
@@ -145,32 +157,36 @@ This option is recommended over installing Poetry with pip install.
Now Poetry will handle the installation of SOMEF-core and all its dependencies configured in the `toml` file.
-To test the correct installation of poetry run:
+To test the correct installation of poetry run (poetry version `> 2.0.0`):
```
poetry --version
```
-Install somef and all their dependencies.
+Install somef-core and all their dependencies.
```
cd /somef_core
poetry install
```
-Now we need to access our virtual environment, to do so you have to install the [poetry plugin shell](https://github.com/python-poetry/poetry-plugin-shell) and run the following command:
+Now we need to access our virtual environment, to do so you can run the following command:
+```bash
+poetry env activate
```
-pip install poetry-plugin-shell
-```
-After `shell` is set up, you can run the following comand to access the virtual environment
-```
-poetry shell
+If the environment is not active, paste the command shown when `poetry env activate` is run, typically something like the command below:
+
+```bash
+source /path_to_env/ENV_NAME/bin/activate
```
-Test SOMEF installation
+
+To learn more about poetry environment management, visit their official documentation [here](https://python-poetry.org/docs/managing-environments/).
+
+Test the SOMEF-core installation run:
```bash
-somef --help
+somef_core --help
```
If everything goes fine, you should see:
@@ -189,7 +205,31 @@ Commands:
## Installing through Docker
-We are working on this section
+We provide a Docker image with SOMEF already installed. To run through Docker, you may build the Dockerfile provided in the repository by running:
+
+```bash
+docker build -t somef .
+```
+
+Or just use the Docker image already built in [DockerHub](https://hub.docker.com/r/kcapd/somef):
+
+```bash
+docker pull kcapd/somef
+```
+
+Then, to run your image just type:
+
+```bash
+docker run --rm -it kcapd/somef
+```
+
+And you will be ready to use SOMEF (see section below). If you want to have access to the results we recommend [mounting a volume](https://docs.docker.com/storage/volumes/). For example, the following command will mount the current directory as the `out` folder in the Docker image:
+
+```bash
+docker run -it --rm -v $PWD/:/out kcapd/somef
+```
+
+If you move any files produced by somef into `/out`, then you will be able to see them in your current directory.
## Configure
@@ -228,6 +268,9 @@ Options:
-h, --help Show this message and exit.
```
+### Updating SOMEF
+
+If you update SOMEF to a newer version, we recommend you `configure` again the library (by running `somef configure`). The rationale is that different versions may rely on classifiers which may be stored in a different path.
## Usage
@@ -239,6 +282,7 @@ Usage: somef_core describe [OPTIONS]
Running the Command Line Interface
Options:
+ -t, --threshold FLOAT Threshold to classify the text [required]
Input: [mutually_exclusive, required]
-r, --repo_url URL Github/Gitlab Repository URL
-d, --doc_src PATH Path to the README file source
@@ -250,6 +294,15 @@ Options:
output will be in JSON
-c, --codemeta_out PATH Path to an output codemeta file
+ -g, --graph_out PATH Path to the output Knowledge Graph export
+ file. If supplied, the output will be a
+ Knowledge Graph, in the format given in the
+ --format option chosen (turtle, json-ld)
+
+ -f, --graph_format [turtle|json-ld]
+ If the --graph_out option is given, this is
+ the format that the graph will be stored in
+
-p, --pretty Pretty print the JSON output file so that it
is easy to compare to another JSON output
file.
@@ -264,6 +317,11 @@ Options:
will be stored at the
desired path
+ -all, --requirements_all Export all detected requirements, including
+ text and libraries (default).
+
+ -v, --requirements_v Export only requirements from structured
+ sources (pom.xml, requirements.txt, etc.)
-h, --help Show this message and exit.
```
@@ -273,9 +331,29 @@ Options:
The following command extracts all metadata available from [https://github.com/dgarijo/Widoco/](https://github.com/dgarijo/Widoco/).
```bash
-somef_core describe -r https://github.com/dgarijo/Widoco/ -o test.json
+somef_core describe -r https://github.com/dgarijo/Widoco/ -o test.json -t 0.8
```
+Try SOMEF in Binder with our sample notebook: [](https://mybinder.org/v2/gh/KnowledgeCaptureAndDiscovery/somef/HEAD?filepath=notebook%2FSOMEF%20Usage%20Example.ipynb)
+
## Contribute:
If you want to contribute with a pull request, please do so by submitting it to the `dev` branch.
+
+## Next features:
+
+To see upcoming features, please have a look at our [open issues](https://github.com/SciCodes/somef-core/issues) and [milestones](https://github.com/SciCodes/somef-core/milestones)
+
+## Extending SOMEF categories:
+
+To run a classifier with an additional category or remove an existing one, a corresponding path entry in the config.json should be provided and the category type should be added/removed in the category variable in `cli.py`.
+
+## Metadata Support
+
+SOMEF supports the extraction and analysis of metadata in package files of several programming languages. Current support includes: `setup.py` and `pyproject.toml` for Python, `pom.xml` for Java, `.gemspec` for Ruby, `DESCRIPTION` for R, `bower.json` for JavaScript, HTML or CSS, `.cabal` for Haskell, `cargo.toml` for RUST, `composer` for PHP, `.juliaProject.toml` for Julia , `AUTHORS`, `codemeta.json`, `publiccode.yml`, `dockerfile` and `citation.cff`
+This includes identifying dependencies, runtime requirements, and development tools specified in project configuration files.
+
+## Limitations
+
+SOMEF is designed to work primarily with repositories written in English.
+Repositories in other languages may not be processed as effectively, and results could be incomplete or less accurate.
diff --git a/docs/author.md b/docs/author.md
new file mode 100644
index 0000000..fd00768
--- /dev/null
+++ b/docs/author.md
@@ -0,0 +1,113 @@
+The following metadata fields can be extracted from a AUTHORS file.
+These fields are defined in the [Authors file specification](https://opensource.google/documentation/reference/releasing/authors/), and are mapped according to the [CodeMeta crosswalk for AUTHORS files](https://github.com/codemeta/codemeta/blob/master/crosswalks/codemeta-V2.csv).
+
+| Software metadata category | SOMEF metadata JSON path | AUTHORS metadata file field |
+|-------------------------------|---------------------------------------------|------------------------------|
+| authors - value | authors[i].result.value | *(1)* value |
+| authors - name | authors[i].result.name | *(2)* name |
+| authors - email | authors[i].result.email | *(3)* email |
+| authors - given name | authors[i].result.given_name | *(4)* if type person |
+| authors - last name | authors[i].result.last_name | *(5)* if type person |
+
+---
+
+*(1)*
+- Regex: line.strip()
+- Example: `Jane Doe [🔍](./author.md)
| [📄](https://opensource.google/documentation/reference/releasing/authors/)| |[Example](https://gist.github.com/juliengdt/91d80c812e41be891dcf) |
+| `pom.xml` | Java / Maven | Project configuration file containing metadata and dependencies | [🔍](./pom.md) | [📄](https://maven.apache.org/pom.html) | [4.0.0](https://maven.apache.org/xsd/maven-4.0.0.xsd) | [Example](https://github.com/apache/maven/blob/master/pom.xml) |
+| `bower.json` | JavaScript (Bower) | Package descriptor used for configuring packages that can be used as a dependency for Bower-managed front-end projects. |
[🔍](./bower.md)
| [📄](https://github.com/bower/spec/blob/master/json.md)| |[Example](https://github.com/juanjemdIos/somef/blob/master/src/somef/test/test_data/repositories/js-template/bower.json) |
+| `package.json` | JavaScript / Node.js | Defines metadata, scripts, and dependencies for Node.js projects | [🔍](./packagejson.md)| [📄](https://docs.npmjs.com/cli/v10/configuring-npm/package-json)| 10.9.4|[Example](https://github.com/npm/cli/blob/latest/package.json) |
+| `codemeta.json` | JSON-LD | Metadata file for research software using JSON-LD vocabulary |
+
+ org.apache.maven
+ maven-model
+ 3.9.0
+
+
+```
+
+
+The following Python code snippet show the logic used by the SOMEF parser to transform the XML elements to the JSON metadata structure:
+
+```
+ if project_data["dependencies"]:
+ for dependency in project_data["dependencies"]:
+ metadata_result.add_result(
+ constants.CAT_REQUIREMENTS,
+ {
+ "value": f'{dependency.get("groupId", "")}.{dependency.get("artifactId", "")}'.strip("."),
+ "name": dependency.get("artifactId", ""),
+ "version": dependency.get("version", ""),
+ "type": constants.SOFTWARE_APPLICATION
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+```
+
+
+After applying the mapping logic, the metadata for the dependency is stored under the requirements category (CAT_REQUIREMENTS in this case) with the following JSON structure:
+
+``` somef json
+
+ "requirements": [
+ {
+ "result": {
+ "value": "org.apache.maven.maven-model",
+ "name": "maven-model",
+ "version": "3.9.0",
+ "type": "Software_application"
+ },
+ "confidence": 1,
+ "technique": "code_parser",
+ "source": "https://raw.githubusercontent.com/dgarijo/Widoco/master/pom.xml"
+ },
+```
diff --git a/docs/usage.md b/docs/usage.md
index 7b51d73..89f3102 100644
--- a/docs/usage.md
+++ b/docs/usage.md
@@ -1,4 +1,4 @@
-To see the available options for SOMEF-core:
+To see the available options for SOMEF:
```bash
somef_core --help
@@ -52,7 +52,7 @@ Options:
file.
-m, --missing JSON report with the missing metadata fields
- SOMEF-core was not able to find. The report will
+ SOMEF was not able to find. The report will
be placed in $PATH_missing.json, where
$PATH is -o, -c or -g.
-kt, --keep_tmp PATH SOMEF will NOT delete the temporary folder
diff --git a/mkdocs.yml b/mkdocs.yml
index e3e2801..6000586 100644
--- a/mkdocs.yml
+++ b/mkdocs.yml
@@ -4,6 +4,23 @@ nav:
- Install: install.md
- Usage: usage.md
- Output: output.md
+ - Supported metadata files: supported_metadata_files.md
+ - Supported languages: supported_languages.md
+ # - Authors: author.md
+ # - Bower: bower.md
+ # - Cabal: cabal.md
+ # - Cargo: cargo.md
+ # - Codemeta: codemetajson.md
+ # - Composer: composer.md
+ # - Description: description.md
+ # - Gemespec: gemspec.md
+ # - Julia Projects: julia.md
+ # - Package JSON: packagejson.md
+ # - Pom: pom.md
+ # - Pyproject: pyprojecttoml.md
+ # - Requirements: requirementstxt.md
+ # - Setup: setuppy.md
+
theme:
name: material
diff --git a/output.json-ld b/output.json-ld
new file mode 100644
index 0000000..1944e63
--- /dev/null
+++ b/output.json-ld
@@ -0,0 +1,263 @@
+@prefix ns1: .
+@prefix ns2: .
+
+ a ns2:Person ;
+ ns2:name "tpronk" .
+
+ a ns2:CreativeWork ;
+ ns1:name "GNU Affero General Public License v3.0" ;
+ ns1:url "https://raw.githubusercontent.com/tpronk/somef-demo-repo/main/LICENSE"^^xsd:anyURI .
+
+ a ns1:Software ;
+ ns2:license ;
+ ns1:contactDetails """Contact person responsible for maintaining a software component
+""" ;
+ ns1:contributingGuidelines """These guidelines were copied from [PychoPy](https://github.com/psychopy/psychopy/edit/dev/CONTRIBUTING.md)
+
+# Have you ever contributed to an Open Source project?
+Your first contribution can be a bit intimidating, but feel free to give it a try. If you get stuck, don't hesitate to ask for help in our [developer forum](https://discourse.psychopy.org/c/dev). This is also a good place to pitch your idea. Next up:
+* **I won't program it myself.** Please file a [GitHub issue](https://github.com/psychopy/psychopy/issues).
+* **I'd like to take a shot.** Read on to find out how!
+
+# How to contribute
+Contributing to PsychoPy consists of four steps:
+1. Getting your own copy
+2. Making your changes
+3. Committing your changes
+4. Submitting a Pull Request
+
+## 1. Getting your own copy of the PsychoPy codebase
+To be sure your improvements can easily be integrated, follow these steps:
+1. **Make a [fork](https://docs.github.com/en/github/getting-started-with-github/fork-a-repo) of the [PsychoPy repo](https://github.com/psychopy/psychopy).** This provides you with your own copy of the PsychoPy source code.
+2. **Inside your fork, make a new [branch](https://docs.github.com/en/github/collaborating-with-issues-and-pull-requests/about-branches) for the feature you've got in mind.** If you'd like to fix a bug, base your new branch on the *release* branch. If you'd like to add a new feature, base it on the *dev* branch. We tend to name branches after the feature we're building. For example `olfactory_component`.
+3. **Clone your fork to your hard drive.** Next, switch to the new branch and you're all set up!
+
+Look [here](https://www.psychopy.org/developers/repository.html) to see how the PsychoPy repo is organized.
+
+## 2. Making your changes
+To help you get started with modifying PsychoPy, we've got some [developer guides](https://www.psychopy.org/developers/index.html). To try out your modified PsychoPy, do a [developer's install](https://www.psychopy.org/download.html#developers-install).
+
+## 3. Committing your changes
+Once you're happy with your changes, commit them to your GitHub repo. Please use the tags below in your commit and add an informative message.
+ - **BF:** bug fix. For fixing bugs in the *release* branch.
+ - **FF:** ‘feature’ fix. For fixing bugs in the *dev* branch.
+ - **RF:** refactoring
+ - **NF:** new feature
+ - **ENH:** enhancement (to existing code, but don't worry too much about the difference between this and NF)
+ - **DOC:** for all kinds of documentation related commits
+ - **TEST:** for adding or changing tests
+
+## 4. File a Pull Request
+Once you're done, it's time to add it to the central PsychoPy source code. File a [Pull Request](https://docs.github.com/en/github/collaborating-with-issues-and-pull-requests/creating-a-pull-request) from your own fork and branch to the PsychoPy repo. Be sure to target the right branch in PsychoPy (*release* or *dev*). Thanks for contributing!
+""" ;
+ ns1:contributionInstructions """These guidelines were copied from [PychoPy](https://github.com/psychopy/psychopy/edit/dev/CONTRIBUTING.md)
+
+# Have you ever contributed to an Open Source project?
+Your first contribution can be a bit intimidating, but feel free to give it a try. If you get stuck, don't hesitate to ask for help in our [developer forum](https://discourse.psychopy.org/c/dev). This is also a good place to pitch your idea. Next up:
+* **I won't program it myself.** Please file a [GitHub issue](https://github.com/psychopy/psychopy/issues).
+* **I'd like to take a shot.** Read on to find out how!
+
+# How to contribute
+Contributing to PsychoPy consists of four steps:
+1. Getting your own copy
+2. Making your changes
+3. Committing your changes
+4. Submitting a Pull Request
+
+## 1. Getting your own copy of the PsychoPy codebase
+To be sure your improvements can easily be integrated, follow these steps:
+1. **Make a [fork](https://docs.github.com/en/github/getting-started-with-github/fork-a-repo) of the [PsychoPy repo](https://github.com/psychopy/psychopy).** This provides you with your own copy of the PsychoPy source code.
+2. **Inside your fork, make a new [branch](https://docs.github.com/en/github/collaborating-with-issues-and-pull-requests/about-branches) for the feature you've got in mind.** If you'd like to fix a bug, base your new branch on the *release* branch. If you'd like to add a new feature, base it on the *dev* branch. We tend to name branches after the feature we're building. For example `olfactory_component`.
+3. **Clone your fork to your hard drive.** Next, switch to the new branch and you're all set up!
+
+Look [here](https://www.psychopy.org/developers/repository.html) to see how the PsychoPy repo is organized.
+
+## 2. Making your changes
+To help you get started with modifying PsychoPy, we've got some [developer guides](https://www.psychopy.org/developers/index.html). To try out your modified PsychoPy, do a [developer's install](https://www.psychopy.org/download.html#developers-install).
+
+## 3. Committing your changes
+Once you're happy with your changes, commit them to your GitHub repo. Please use the tags below in your commit and add an informative message.
+ - **BF:** bug fix. For fixing bugs in the *release* branch.
+ - **FF:** ‘feature’ fix. For fixing bugs in the *dev* branch.
+ - **RF:** refactoring
+ - **NF:** new feature
+ - **ENH:** enhancement (to existing code, but don't worry too much about the difference between this and NF)
+ - **DOC:** for all kinds of documentation related commits
+ - **TEST:** for adding or changing tests
+
+## 4. File a Pull Request
+Once you're done, it's time to add it to the central PsychoPy source code. File a [Pull Request](https://docs.github.com/en/github/collaborating-with-issues-and-pull-requests/creating-a-pull-request) from your own fork and branch to the PsychoPy repo. Be sure to target the right branch in PsychoPy (*release* or *dev*). Thanks for contributing!
+"""^^xsd:anyURI ;
+ ns1:dateCreated "2023-11-28T12:30:28+00:00"^^xsd:dateTime ;
+ ns1:dateModified "2023-12-12T15:35:54+00:00"^^xsd:dateTime ;
+ ns1:description "This repo aims to provide values for each metadata field that SOMEF (v0.9.4) can extract" ;
+ ns1:hasAcknowledgments """This demonstration repo was created during the maSMP hackathon at [ZB MED](https://www.zbmed.de/en) sponsored by [NFDI4DataScience](https://www.nfdi4datascience.de). NFDI4DataScience is a consortium funded by the German Research Foundation (DFG), project number 460234259.
+""" ;
+ ns1:hasBuildFile "https://raw.githubusercontent.com/tpronk/somef-demo-repo/main/Dockerfile"^^xsd:anyURI ;
+ ns1:hasCodeOfConduct """# Contributor Covenant Code of Conduct
+
+## Our Pledge
+
+We as members, contributors, and leaders pledge to make participation in our
+community a harassment-free experience for everyone, regardless of age, body
+size, visible or invisible disability, ethnicity, sex characteristics, gender
+identity and expression, level of experience, education, socio-economic status,
+nationality, personal appearance, race, religion, or sexual identity
+and orientation.
+
+We pledge to act and interact in ways that contribute to an open, welcoming,
+diverse, inclusive, and healthy community.
+
+## Our Standards
+
+Examples of behavior that contributes to a positive environment for our
+community include:
+
+* Demonstrating empathy and kindness toward other people
+* Being respectful of differing opinions, viewpoints, and experiences
+* Giving and gracefully accepting constructive feedback
+* Accepting responsibility and apologizing to those affected by our mistakes,
+ and learning from the experience
+* Focusing on what is best not just for us as individuals, but for the
+ overall community
+
+Examples of unacceptable behavior include:
+
+* The use of sexualized language or imagery, and sexual attention or
+ advances of any kind
+* Trolling, insulting or derogatory comments, and personal or political attacks
+* Public or private harassment
+* Publishing others' private information, such as a physical or email
+ address, without their explicit permission
+* Other conduct which could reasonably be considered inappropriate in a
+ professional setting
+
+## Enforcement Responsibilities
+
+Community leaders are responsible for clarifying and enforcing our standards of
+acceptable behavior and will take appropriate and fair corrective action in
+response to any behavior that they deem inappropriate, threatening, offensive,
+or harmful.
+
+Community leaders have the right and responsibility to remove, edit, or reject
+comments, commits, code, wiki edits, issues, and other contributions that are
+not aligned to this Code of Conduct, and will communicate reasons for moderation
+decisions when appropriate.
+
+## Scope
+
+This Code of Conduct applies within all community spaces, and also applies when
+an individual is officially representing the community in public spaces.
+Examples of representing our community include using an official e-mail address,
+posting via an official social media account, or acting as an appointed
+representative at an online or offline event.
+
+## Enforcement
+
+Instances of abusive, harassing, or otherwise unacceptable behavior may be
+reported to the community leaders responsible for enforcement at
+.
+All complaints will be reviewed and investigated promptly and fairly.
+
+All community leaders are obligated to respect the privacy and security of the
+reporter of any incident.
+
+## Enforcement Guidelines
+
+Community leaders will follow these Community Impact Guidelines in determining
+the consequences for any action they deem in violation of this Code of Conduct:
+
+### 1. Correction
+
+**Community Impact**: Use of inappropriate language or other behavior deemed
+unprofessional or unwelcome in the community.
+
+**Consequence**: A private, written warning from community leaders, providing
+clarity around the nature of the violation and an explanation of why the
+behavior was inappropriate. A public apology may be requested.
+
+### 2. Warning
+
+**Community Impact**: A violation through a single incident or series
+of actions.
+
+**Consequence**: A warning with consequences for continued behavior. No
+interaction with the people involved, including unsolicited interaction with
+those enforcing the Code of Conduct, for a specified period of time. This
+includes avoiding interactions in community spaces as well as external channels
+like social media. Violating these terms may lead to a temporary or
+permanent ban.
+
+### 3. Temporary Ban
+
+**Community Impact**: A serious violation of community standards, including
+sustained inappropriate behavior.
+
+**Consequence**: A temporary ban from any sort of interaction or public
+communication with the community for a specified period of time. No public or
+private interaction with the people involved, including unsolicited interaction
+with those enforcing the Code of Conduct, is allowed during this period.
+Violating these terms may lead to a permanent ban.
+
+### 4. Permanent Ban
+
+**Community Impact**: Demonstrating a pattern of violation of community
+standards, including sustained inappropriate behavior, harassment of an
+individual, or aggression toward or disparagement of classes of individuals.
+
+**Consequence**: A permanent ban from any sort of public interaction within
+the community.
+
+## Attribution
+
+This Code of Conduct is adapted from the [Contributor Covenant][homepage],
+version 2.0, available at
+https://www.contributor-covenant.org/version/2/0/code_of_conduct.html.
+
+Community Impact Guidelines were inspired by [Mozilla's code of conduct
+enforcement ladder](https://github.com/mozilla/diversity).
+
+[homepage]: https://www.contributor-covenant.org
+
+For answers to common questions about this code of conduct, see the FAQ at
+https://www.contributor-covenant.org/faq. Translations are available at
+https://www.contributor-covenant.org/translations.
+""" ;
+ ns1:hasDownloadUrl "https://github.com/tpronk/somef-demo-repo/releases"^^xsd:anyURI ;
+ ns1:hasExample "https://raw.githubusercontent.com/tpronk/somef-demo-repo/main/executable_example.ipynb"^^xsd:anyURI ;
+ ns1:hasExecutableInstructions """There is no code in this repo that can be run.
+""" ;
+ ns1:hasExecutableNotebook "https://raw.githubusercontent.com/tpronk/somef-demo-repo/main/executable_example.ipynb" ;
+ ns1:hasFAQ """Frequently asked questions about a software component
+""" ;
+ ns1:hasInstallationInstructions """##Installation instructions
+A set of instructions that indicate how to install a target repository
+""" ;
+ ns1:hasLongName "somef-demo-repo" ;
+ ns1:hasSourceCode ;
+ ns1:hasSupportScriptLocation "https://raw.githubusercontent.com/tpronk/somef-demo-repo/main/script_file.sh"^^xsd:anyURI ;
+ ns1:hasUsageNotes """##Usage examples
+Assumptions and considerations recorded by the authors when executing a software component, or examples on how to use it.
+""" ;
+ ns1:hasVersion ;
+ ns1:identifier "https://zenodo.org/badge/latestdoi/450496579"^^xsd:anyURI ;
+ ns1:issueTracker "https://api.github.com/repos/tpronk/somef-demo-repo/issues"^^xsd:anyURI ;
+ ns1:keywords "topic1, topic2, topic3" ;
+ ns1:name "tpronk/somef-demo-repo" ;
+ ns1:readme "https://raw.githubusercontent.com/tpronk/somef-demo-repo/main/README.md"^^xsd:anyURI ;
+ ns1:softwareRequirements """Pre-requisites and dependencies needed to execute a software component.
+""" ;
+ ns1:supportDetails """Guidelines and links of where to obtain support for a software component
+""",
+ """[](https://gitter.im/OpenGeoscience/geonotebook)
+""" .
+
+ a ns2:SoftwareSourceCode ;
+ ns1:codeRepository "https://github.com/tpronk/somef-demo-repo"^^xsd:anyURI ;
+ ns1:name "tpronk/somef-demo-repo" ;
+ ns1:programmingLanguage "Common Workflow Language",
+ "Dockerfile",
+ "Jupyter Notebook",
+ "Shell" .
+
diff --git a/poetry.lock b/poetry.lock
index 9bdb2f2..ef707d1 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -2,46 +2,38 @@
[[package]]
name = "anyascii"
-version = "0.3.2"
+version = "0.3.3"
description = "Unicode to ASCII transliteration"
optional = false
python-versions = ">=3.3"
groups = ["main"]
files = [
- {file = "anyascii-0.3.2-py3-none-any.whl", hash = "sha256:3b3beef6fc43d9036d3b0529050b0c48bfad8bc960e9e562d7223cfb94fe45d4"},
- {file = "anyascii-0.3.2.tar.gz", hash = "sha256:9d5d32ef844fe225b8bc7cba7f950534fae4da27a9bf3a6bea2cb0ea46ce4730"},
+ {file = "anyascii-0.3.3-py3-none-any.whl", hash = "sha256:f5ab5e53c8781a36b5a40e1296a0eeda2f48c649ef10c3921c1381b1d00dee7a"},
+ {file = "anyascii-0.3.3.tar.gz", hash = "sha256:c94e9dd9d47b3d9494eca305fef9447d00b4bf1a32aff85aa746fa3ec7fb95c3"},
]
[[package]]
name = "attrs"
-version = "25.3.0"
+version = "25.4.0"
description = "Classes Without Boilerplate"
optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
groups = ["main"]
files = [
- {file = "attrs-25.3.0-py3-none-any.whl", hash = "sha256:427318ce031701fea540783410126f03899a97ffc6f61596ad581ac2e40e3bc3"},
- {file = "attrs-25.3.0.tar.gz", hash = "sha256:75d7cefc7fb576747b2c81b4442d4d4a1ce0900973527c011d1030fd3bf4af1b"},
+ {file = "attrs-25.4.0-py3-none-any.whl", hash = "sha256:adcf7e2a1fb3b36ac48d97835bb6d8ade15b8dcce26aba8bf1d14847b57a3373"},
+ {file = "attrs-25.4.0.tar.gz", hash = "sha256:16d5969b87f0859ef33a48b35d55ac1be6e42ae49d5e853b597db70c35c57e11"},
]
-[package.extras]
-benchmark = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
-cov = ["cloudpickle ; platform_python_implementation == \"CPython\"", "coverage[toml] (>=5.3)", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
-dev = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pre-commit-uv", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
-docs = ["cogapp", "furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier"]
-tests = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
-tests-mypy = ["mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\""]
-
[[package]]
name = "beautifulsoup4"
-version = "4.13.4"
+version = "4.14.2"
description = "Screen-scraping library"
optional = false
python-versions = ">=3.7.0"
groups = ["main"]
files = [
- {file = "beautifulsoup4-4.13.4-py3-none-any.whl", hash = "sha256:9bbbb14bfde9d79f38b8cd5f8c7c85f4b8f2523190ebed90e950a8dea4cb1c4b"},
- {file = "beautifulsoup4-4.13.4.tar.gz", hash = "sha256:dbb3c4e1ceae6aefebdaf2423247260cd062430a410e38c66f2baa50a8437195"},
+ {file = "beautifulsoup4-4.14.2-py3-none-any.whl", hash = "sha256:5ef6fa3a8cbece8488d66985560f97ed091e22bbc4e9c2338508a9d5de6d4515"},
+ {file = "beautifulsoup4-4.14.2.tar.gz", hash = "sha256:2a98ab9f944a11acee9cc848508ec28d9228abfd522ef0fad6a02a72e0ded69e"},
]
[package.dependencies]
@@ -85,14 +77,14 @@ beautifulsoup4 = "*"
[[package]]
name = "certifi"
-version = "2025.6.15"
+version = "2025.10.5"
description = "Python package for providing Mozilla's CA Bundle."
optional = false
python-versions = ">=3.7"
groups = ["main"]
files = [
- {file = "certifi-2025.6.15-py3-none-any.whl", hash = "sha256:2e0c7ce7cb5d8f8634ca55d2ba7e6ec2689a2fd6537d8dec1296a477a4910057"},
- {file = "certifi-2025.6.15.tar.gz", hash = "sha256:d747aa5a8b9bbbb1bb8c22bb13e22bd1f18e9796defa16bab421f7f7a317323b"},
+ {file = "certifi-2025.10.5-py3-none-any.whl", hash = "sha256:0f212c2744a9bb6de0c56639a6f68afe01ecd92d91f14ae897c4fe7bbeeef0de"},
+ {file = "certifi-2025.10.5.tar.gz", hash = "sha256:47c09d31ccf2acf0be3f701ea53595ee7e0b8fa08801c6624be771df09ae7b43"},
]
[[package]]
@@ -109,104 +101,91 @@ files = [
[[package]]
name = "charset-normalizer"
-version = "3.4.2"
+version = "3.4.3"
description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
optional = false
python-versions = ">=3.7"
groups = ["main"]
files = [
- {file = "charset_normalizer-3.4.2-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:7c48ed483eb946e6c04ccbe02c6b4d1d48e51944b6db70f697e089c193404941"},
- {file = "charset_normalizer-3.4.2-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b2d318c11350e10662026ad0eb71bb51c7812fc8590825304ae0bdd4ac283acd"},
- {file = "charset_normalizer-3.4.2-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:9cbfacf36cb0ec2897ce0ebc5d08ca44213af24265bd56eca54bee7923c48fd6"},
- {file = "charset_normalizer-3.4.2-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:18dd2e350387c87dabe711b86f83c9c78af772c748904d372ade190b5c7c9d4d"},
- {file = "charset_normalizer-3.4.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8075c35cd58273fee266c58c0c9b670947c19df5fb98e7b66710e04ad4e9ff86"},
- {file = "charset_normalizer-3.4.2-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:5bf4545e3b962767e5c06fe1738f951f77d27967cb2caa64c28be7c4563e162c"},
- {file = "charset_normalizer-3.4.2-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:7a6ab32f7210554a96cd9e33abe3ddd86732beeafc7a28e9955cdf22ffadbab0"},
- {file = "charset_normalizer-3.4.2-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:b33de11b92e9f75a2b545d6e9b6f37e398d86c3e9e9653c4864eb7e89c5773ef"},
- {file = "charset_normalizer-3.4.2-cp310-cp310-musllinux_1_2_ppc64le.whl", hash = "sha256:8755483f3c00d6c9a77f490c17e6ab0c8729e39e6390328e42521ef175380ae6"},
- {file = "charset_normalizer-3.4.2-cp310-cp310-musllinux_1_2_s390x.whl", hash = "sha256:68a328e5f55ec37c57f19ebb1fdc56a248db2e3e9ad769919a58672958e8f366"},
- {file = "charset_normalizer-3.4.2-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:21b2899062867b0e1fde9b724f8aecb1af14f2778d69aacd1a5a1853a597a5db"},
- {file = "charset_normalizer-3.4.2-cp310-cp310-win32.whl", hash = "sha256:e8082b26888e2f8b36a042a58307d5b917ef2b1cacab921ad3323ef91901c71a"},
- {file = "charset_normalizer-3.4.2-cp310-cp310-win_amd64.whl", hash = "sha256:f69a27e45c43520f5487f27627059b64aaf160415589230992cec34c5e18a509"},
- {file = "charset_normalizer-3.4.2-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:be1e352acbe3c78727a16a455126d9ff83ea2dfdcbc83148d2982305a04714c2"},
- {file = "charset_normalizer-3.4.2-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:aa88ca0b1932e93f2d961bf3addbb2db902198dca337d88c89e1559e066e7645"},
- {file = "charset_normalizer-3.4.2-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:d524ba3f1581b35c03cb42beebab4a13e6cdad7b36246bd22541fa585a56cccd"},
- {file = "charset_normalizer-3.4.2-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:28a1005facc94196e1fb3e82a3d442a9d9110b8434fc1ded7a24a2983c9888d8"},
- {file = "charset_normalizer-3.4.2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:fdb20a30fe1175ecabed17cbf7812f7b804b8a315a25f24678bcdf120a90077f"},
- {file = "charset_normalizer-3.4.2-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:0f5d9ed7f254402c9e7d35d2f5972c9bbea9040e99cd2861bd77dc68263277c7"},
- {file = "charset_normalizer-3.4.2-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:efd387a49825780ff861998cd959767800d54f8308936b21025326de4b5a42b9"},
- {file = "charset_normalizer-3.4.2-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:f0aa37f3c979cf2546b73e8222bbfa3dc07a641585340179d768068e3455e544"},
- {file = "charset_normalizer-3.4.2-cp311-cp311-musllinux_1_2_ppc64le.whl", hash = "sha256:e70e990b2137b29dc5564715de1e12701815dacc1d056308e2b17e9095372a82"},
- {file = "charset_normalizer-3.4.2-cp311-cp311-musllinux_1_2_s390x.whl", hash = "sha256:0c8c57f84ccfc871a48a47321cfa49ae1df56cd1d965a09abe84066f6853b9c0"},
- {file = "charset_normalizer-3.4.2-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:6b66f92b17849b85cad91259efc341dce9c1af48e2173bf38a85c6329f1033e5"},
- {file = "charset_normalizer-3.4.2-cp311-cp311-win32.whl", hash = "sha256:daac4765328a919a805fa5e2720f3e94767abd632ae410a9062dff5412bae65a"},
- {file = "charset_normalizer-3.4.2-cp311-cp311-win_amd64.whl", hash = "sha256:e53efc7c7cee4c1e70661e2e112ca46a575f90ed9ae3fef200f2a25e954f4b28"},
- {file = "charset_normalizer-3.4.2-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:0c29de6a1a95f24b9a1aa7aefd27d2487263f00dfd55a77719b530788f75cff7"},
- {file = "charset_normalizer-3.4.2-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:cddf7bd982eaa998934a91f69d182aec997c6c468898efe6679af88283b498d3"},
- {file = "charset_normalizer-3.4.2-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:fcbe676a55d7445b22c10967bceaaf0ee69407fbe0ece4d032b6eb8d4565982a"},
- {file = "charset_normalizer-3.4.2-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:d41c4d287cfc69060fa91cae9683eacffad989f1a10811995fa309df656ec214"},
- {file = "charset_normalizer-3.4.2-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:4e594135de17ab3866138f496755f302b72157d115086d100c3f19370839dd3a"},
- {file = "charset_normalizer-3.4.2-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:cf713fe9a71ef6fd5adf7a79670135081cd4431c2943864757f0fa3a65b1fafd"},
- {file = "charset_normalizer-3.4.2-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:a370b3e078e418187da8c3674eddb9d983ec09445c99a3a263c2011993522981"},
- {file = "charset_normalizer-3.4.2-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:a955b438e62efdf7e0b7b52a64dc5c3396e2634baa62471768a64bc2adb73d5c"},
- {file = "charset_normalizer-3.4.2-cp312-cp312-musllinux_1_2_ppc64le.whl", hash = "sha256:7222ffd5e4de8e57e03ce2cef95a4c43c98fcb72ad86909abdfc2c17d227fc1b"},
- {file = "charset_normalizer-3.4.2-cp312-cp312-musllinux_1_2_s390x.whl", hash = "sha256:bee093bf902e1d8fc0ac143c88902c3dfc8941f7ea1d6a8dd2bcb786d33db03d"},
- {file = "charset_normalizer-3.4.2-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:dedb8adb91d11846ee08bec4c8236c8549ac721c245678282dcb06b221aab59f"},
- {file = "charset_normalizer-3.4.2-cp312-cp312-win32.whl", hash = "sha256:db4c7bf0e07fc3b7d89ac2a5880a6a8062056801b83ff56d8464b70f65482b6c"},
- {file = "charset_normalizer-3.4.2-cp312-cp312-win_amd64.whl", hash = "sha256:5a9979887252a82fefd3d3ed2a8e3b937a7a809f65dcb1e068b090e165bbe99e"},
- {file = "charset_normalizer-3.4.2-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:926ca93accd5d36ccdabd803392ddc3e03e6d4cd1cf17deff3b989ab8e9dbcf0"},
- {file = "charset_normalizer-3.4.2-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:eba9904b0f38a143592d9fc0e19e2df0fa2e41c3c3745554761c5f6447eedabf"},
- {file = "charset_normalizer-3.4.2-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:3fddb7e2c84ac87ac3a947cb4e66d143ca5863ef48e4a5ecb83bd48619e4634e"},
- {file = "charset_normalizer-3.4.2-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:98f862da73774290f251b9df8d11161b6cf25b599a66baf087c1ffe340e9bfd1"},
- {file = "charset_normalizer-3.4.2-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6c9379d65defcab82d07b2a9dfbfc2e95bc8fe0ebb1b176a3190230a3ef0e07c"},
- {file = "charset_normalizer-3.4.2-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:e635b87f01ebc977342e2697d05b56632f5f879a4f15955dfe8cef2448b51691"},
- {file = "charset_normalizer-3.4.2-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:1c95a1e2902a8b722868587c0e1184ad5c55631de5afc0eb96bc4b0d738092c0"},
- {file = "charset_normalizer-3.4.2-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:ef8de666d6179b009dce7bcb2ad4c4a779f113f12caf8dc77f0162c29d20490b"},
- {file = "charset_normalizer-3.4.2-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:32fc0341d72e0f73f80acb0a2c94216bd704f4f0bce10aedea38f30502b271ff"},
- {file = "charset_normalizer-3.4.2-cp313-cp313-musllinux_1_2_s390x.whl", hash = "sha256:289200a18fa698949d2b39c671c2cc7a24d44096784e76614899a7ccf2574b7b"},
- {file = "charset_normalizer-3.4.2-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:4a476b06fbcf359ad25d34a057b7219281286ae2477cc5ff5e3f70a246971148"},
- {file = "charset_normalizer-3.4.2-cp313-cp313-win32.whl", hash = "sha256:aaeeb6a479c7667fbe1099af9617c83aaca22182d6cf8c53966491a0f1b7ffb7"},
- {file = "charset_normalizer-3.4.2-cp313-cp313-win_amd64.whl", hash = "sha256:aa6af9e7d59f9c12b33ae4e9450619cf2488e2bbe9b44030905877f0b2324980"},
- {file = "charset_normalizer-3.4.2-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1cad5f45b3146325bb38d6855642f6fd609c3f7cad4dbaf75549bf3b904d3184"},
- {file = "charset_normalizer-3.4.2-cp37-cp37m-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:b2680962a4848b3c4f155dc2ee64505a9c57186d0d56b43123b17ca3de18f0fa"},
- {file = "charset_normalizer-3.4.2-cp37-cp37m-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:36b31da18b8890a76ec181c3cf44326bf2c48e36d393ca1b72b3f484113ea344"},
- {file = "charset_normalizer-3.4.2-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f4074c5a429281bf056ddd4c5d3b740ebca4d43ffffe2ef4bf4d2d05114299da"},
- {file = "charset_normalizer-3.4.2-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:c9e36a97bee9b86ef9a1cf7bb96747eb7a15c2f22bdb5b516434b00f2a599f02"},
- {file = "charset_normalizer-3.4.2-cp37-cp37m-musllinux_1_2_aarch64.whl", hash = "sha256:1b1bde144d98e446b056ef98e59c256e9294f6b74d7af6846bf5ffdafd687a7d"},
- {file = "charset_normalizer-3.4.2-cp37-cp37m-musllinux_1_2_i686.whl", hash = "sha256:915f3849a011c1f593ab99092f3cecfcb4d65d8feb4a64cf1bf2d22074dc0ec4"},
- {file = "charset_normalizer-3.4.2-cp37-cp37m-musllinux_1_2_ppc64le.whl", hash = "sha256:fb707f3e15060adf5b7ada797624a6c6e0138e2a26baa089df64c68ee98e040f"},
- {file = "charset_normalizer-3.4.2-cp37-cp37m-musllinux_1_2_s390x.whl", hash = "sha256:25a23ea5c7edc53e0f29bae2c44fcb5a1aa10591aae107f2a2b2583a9c5cbc64"},
- {file = "charset_normalizer-3.4.2-cp37-cp37m-musllinux_1_2_x86_64.whl", hash = "sha256:770cab594ecf99ae64c236bc9ee3439c3f46be49796e265ce0cc8bc17b10294f"},
- {file = "charset_normalizer-3.4.2-cp37-cp37m-win32.whl", hash = "sha256:6a0289e4589e8bdfef02a80478f1dfcb14f0ab696b5a00e1f4b8a14a307a3c58"},
- {file = "charset_normalizer-3.4.2-cp37-cp37m-win_amd64.whl", hash = "sha256:6fc1f5b51fa4cecaa18f2bd7a003f3dd039dd615cd69a2afd6d3b19aed6775f2"},
- {file = "charset_normalizer-3.4.2-cp38-cp38-macosx_10_9_universal2.whl", hash = "sha256:76af085e67e56c8816c3ccf256ebd136def2ed9654525348cfa744b6802b69eb"},
- {file = "charset_normalizer-3.4.2-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e45ba65510e2647721e35323d6ef54c7974959f6081b58d4ef5d87c60c84919a"},
- {file = "charset_normalizer-3.4.2-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:046595208aae0120559a67693ecc65dd75d46f7bf687f159127046628178dc45"},
- {file = "charset_normalizer-3.4.2-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:75d10d37a47afee94919c4fab4c22b9bc2a8bf7d4f46f87363bcf0573f3ff4f5"},
- {file = "charset_normalizer-3.4.2-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6333b3aa5a12c26b2a4d4e7335a28f1475e0e5e17d69d55141ee3cab736f66d1"},
- {file = "charset_normalizer-3.4.2-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:e8323a9b031aa0393768b87f04b4164a40037fb2a3c11ac06a03ffecd3618027"},
- {file = "charset_normalizer-3.4.2-cp38-cp38-musllinux_1_2_aarch64.whl", hash = "sha256:24498ba8ed6c2e0b56d4acbf83f2d989720a93b41d712ebd4f4979660db4417b"},
- {file = "charset_normalizer-3.4.2-cp38-cp38-musllinux_1_2_i686.whl", hash = "sha256:844da2b5728b5ce0e32d863af26f32b5ce61bc4273a9c720a9f3aa9df73b1455"},
- {file = "charset_normalizer-3.4.2-cp38-cp38-musllinux_1_2_ppc64le.whl", hash = "sha256:65c981bdbd3f57670af8b59777cbfae75364b483fa8a9f420f08094531d54a01"},
- {file = "charset_normalizer-3.4.2-cp38-cp38-musllinux_1_2_s390x.whl", hash = "sha256:3c21d4fca343c805a52c0c78edc01e3477f6dd1ad7c47653241cf2a206d4fc58"},
- {file = "charset_normalizer-3.4.2-cp38-cp38-musllinux_1_2_x86_64.whl", hash = "sha256:dc7039885fa1baf9be153a0626e337aa7ec8bf96b0128605fb0d77788ddc1681"},
- {file = "charset_normalizer-3.4.2-cp38-cp38-win32.whl", hash = "sha256:8272b73e1c5603666618805fe821edba66892e2870058c94c53147602eab29c7"},
- {file = "charset_normalizer-3.4.2-cp38-cp38-win_amd64.whl", hash = "sha256:70f7172939fdf8790425ba31915bfbe8335030f05b9913d7ae00a87d4395620a"},
- {file = "charset_normalizer-3.4.2-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:005fa3432484527f9732ebd315da8da8001593e2cf46a3d817669f062c3d9ed4"},
- {file = "charset_normalizer-3.4.2-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e92fca20c46e9f5e1bb485887d074918b13543b1c2a1185e69bb8d17ab6236a7"},
- {file = "charset_normalizer-3.4.2-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:50bf98d5e563b83cc29471fa114366e6806bc06bc7a25fd59641e41445327836"},
- {file = "charset_normalizer-3.4.2-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:721c76e84fe669be19c5791da68232ca2e05ba5185575086e384352e2c309597"},
- {file = "charset_normalizer-3.4.2-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:82d8fd25b7f4675d0c47cf95b594d4e7b158aca33b76aa63d07186e13c0e0ab7"},
- {file = "charset_normalizer-3.4.2-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:b3daeac64d5b371dea99714f08ffc2c208522ec6b06fbc7866a450dd446f5c0f"},
- {file = "charset_normalizer-3.4.2-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:dccab8d5fa1ef9bfba0590ecf4d46df048d18ffe3eec01eeb73a42e0d9e7a8ba"},
- {file = "charset_normalizer-3.4.2-cp39-cp39-musllinux_1_2_i686.whl", hash = "sha256:aaf27faa992bfee0264dc1f03f4c75e9fcdda66a519db6b957a3f826e285cf12"},
- {file = "charset_normalizer-3.4.2-cp39-cp39-musllinux_1_2_ppc64le.whl", hash = "sha256:eb30abc20df9ab0814b5a2524f23d75dcf83cde762c161917a2b4b7b55b1e518"},
- {file = "charset_normalizer-3.4.2-cp39-cp39-musllinux_1_2_s390x.whl", hash = "sha256:c72fbbe68c6f32f251bdc08b8611c7b3060612236e960ef848e0a517ddbe76c5"},
- {file = "charset_normalizer-3.4.2-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:982bb1e8b4ffda883b3d0a521e23abcd6fd17418f6d2c4118d257a10199c0ce3"},
- {file = "charset_normalizer-3.4.2-cp39-cp39-win32.whl", hash = "sha256:43e0933a0eff183ee85833f341ec567c0980dae57c464d8a508e1b2ceb336471"},
- {file = "charset_normalizer-3.4.2-cp39-cp39-win_amd64.whl", hash = "sha256:d11b54acf878eef558599658b0ffca78138c8c3655cf4f3a4a673c437e67732e"},
- {file = "charset_normalizer-3.4.2-py3-none-any.whl", hash = "sha256:7f56930ab0abd1c45cd15be65cc741c28b1c9a34876ce8c17a2fa107810c0af0"},
- {file = "charset_normalizer-3.4.2.tar.gz", hash = "sha256:5baececa9ecba31eff645232d59845c07aa030f0c81ee70184a90d35099a0e63"},
+ {file = "charset_normalizer-3.4.3-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:fb7f67a1bfa6e40b438170ebdc8158b78dc465a5a67b6dde178a46987b244a72"},
+ {file = "charset_normalizer-3.4.3-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:cc9370a2da1ac13f0153780040f465839e6cccb4a1e44810124b4e22483c93fe"},
+ {file = "charset_normalizer-3.4.3-cp310-cp310-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:07a0eae9e2787b586e129fdcbe1af6997f8d0e5abaa0bc98c0e20e124d67e601"},
+ {file = "charset_normalizer-3.4.3-cp310-cp310-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:74d77e25adda8581ffc1c720f1c81ca082921329452eba58b16233ab1842141c"},
+ {file = "charset_normalizer-3.4.3-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:d0e909868420b7049dafd3a31d45125b31143eec59235311fc4c57ea26a4acd2"},
+ {file = "charset_normalizer-3.4.3-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:c6f162aabe9a91a309510d74eeb6507fab5fff92337a15acbe77753d88d9dcf0"},
+ {file = "charset_normalizer-3.4.3-cp310-cp310-musllinux_1_2_ppc64le.whl", hash = "sha256:4ca4c094de7771a98d7fbd67d9e5dbf1eb73efa4f744a730437d8a3a5cf994f0"},
+ {file = "charset_normalizer-3.4.3-cp310-cp310-musllinux_1_2_s390x.whl", hash = "sha256:02425242e96bcf29a49711b0ca9f37e451da7c70562bc10e8ed992a5a7a25cc0"},
+ {file = "charset_normalizer-3.4.3-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:78deba4d8f9590fe4dae384aeff04082510a709957e968753ff3c48399f6f92a"},
+ {file = "charset_normalizer-3.4.3-cp310-cp310-win32.whl", hash = "sha256:d79c198e27580c8e958906f803e63cddb77653731be08851c7df0b1a14a8fc0f"},
+ {file = "charset_normalizer-3.4.3-cp310-cp310-win_amd64.whl", hash = "sha256:c6e490913a46fa054e03699c70019ab869e990270597018cef1d8562132c2669"},
+ {file = "charset_normalizer-3.4.3-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:b256ee2e749283ef3ddcff51a675ff43798d92d746d1a6e4631bf8c707d22d0b"},
+ {file = "charset_normalizer-3.4.3-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:13faeacfe61784e2559e690fc53fa4c5ae97c6fcedb8eb6fb8d0a15b475d2c64"},
+ {file = "charset_normalizer-3.4.3-cp311-cp311-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:00237675befef519d9af72169d8604a067d92755e84fe76492fef5441db05b91"},
+ {file = "charset_normalizer-3.4.3-cp311-cp311-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:585f3b2a80fbd26b048a0be90c5aae8f06605d3c92615911c3a2b03a8a3b796f"},
+ {file = "charset_normalizer-3.4.3-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:0e78314bdc32fa80696f72fa16dc61168fda4d6a0c014e0380f9d02f0e5d8a07"},
+ {file = "charset_normalizer-3.4.3-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:96b2b3d1a83ad55310de8c7b4a2d04d9277d5591f40761274856635acc5fcb30"},
+ {file = "charset_normalizer-3.4.3-cp311-cp311-musllinux_1_2_ppc64le.whl", hash = "sha256:939578d9d8fd4299220161fdd76e86c6a251987476f5243e8864a7844476ba14"},
+ {file = "charset_normalizer-3.4.3-cp311-cp311-musllinux_1_2_s390x.whl", hash = "sha256:fd10de089bcdcd1be95a2f73dbe6254798ec1bda9f450d5828c96f93e2536b9c"},
+ {file = "charset_normalizer-3.4.3-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:1e8ac75d72fa3775e0b7cb7e4629cec13b7514d928d15ef8ea06bca03ef01cae"},
+ {file = "charset_normalizer-3.4.3-cp311-cp311-win32.whl", hash = "sha256:6cf8fd4c04756b6b60146d98cd8a77d0cdae0e1ca20329da2ac85eed779b6849"},
+ {file = "charset_normalizer-3.4.3-cp311-cp311-win_amd64.whl", hash = "sha256:31a9a6f775f9bcd865d88ee350f0ffb0e25936a7f930ca98995c05abf1faf21c"},
+ {file = "charset_normalizer-3.4.3-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:e28e334d3ff134e88989d90ba04b47d84382a828c061d0d1027b1b12a62b39b1"},
+ {file = "charset_normalizer-3.4.3-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:0cacf8f7297b0c4fcb74227692ca46b4a5852f8f4f24b3c766dd94a1075c4884"},
+ {file = "charset_normalizer-3.4.3-cp312-cp312-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:c6fd51128a41297f5409deab284fecbe5305ebd7e5a1f959bee1c054622b7018"},
+ {file = "charset_normalizer-3.4.3-cp312-cp312-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:3cfb2aad70f2c6debfbcb717f23b7eb55febc0bb23dcffc0f076009da10c6392"},
+ {file = "charset_normalizer-3.4.3-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:1606f4a55c0fd363d754049cdf400175ee96c992b1f8018b993941f221221c5f"},
+ {file = "charset_normalizer-3.4.3-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:027b776c26d38b7f15b26a5da1044f376455fb3766df8fc38563b4efbc515154"},
+ {file = "charset_normalizer-3.4.3-cp312-cp312-musllinux_1_2_ppc64le.whl", hash = "sha256:42e5088973e56e31e4fa58eb6bd709e42fc03799c11c42929592889a2e54c491"},
+ {file = "charset_normalizer-3.4.3-cp312-cp312-musllinux_1_2_s390x.whl", hash = "sha256:cc34f233c9e71701040d772aa7490318673aa7164a0efe3172b2981218c26d93"},
+ {file = "charset_normalizer-3.4.3-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:320e8e66157cc4e247d9ddca8e21f427efc7a04bbd0ac8a9faf56583fa543f9f"},
+ {file = "charset_normalizer-3.4.3-cp312-cp312-win32.whl", hash = "sha256:fb6fecfd65564f208cbf0fba07f107fb661bcd1a7c389edbced3f7a493f70e37"},
+ {file = "charset_normalizer-3.4.3-cp312-cp312-win_amd64.whl", hash = "sha256:86df271bf921c2ee3818f0522e9a5b8092ca2ad8b065ece5d7d9d0e9f4849bcc"},
+ {file = "charset_normalizer-3.4.3-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:14c2a87c65b351109f6abfc424cab3927b3bdece6f706e4d12faaf3d52ee5efe"},
+ {file = "charset_normalizer-3.4.3-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:41d1fc408ff5fdfb910200ec0e74abc40387bccb3252f3f27c0676731df2b2c8"},
+ {file = "charset_normalizer-3.4.3-cp313-cp313-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:1bb60174149316da1c35fa5233681f7c0f9f514509b8e399ab70fea5f17e45c9"},
+ {file = "charset_normalizer-3.4.3-cp313-cp313-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:30d006f98569de3459c2fc1f2acde170b7b2bd265dc1943e87e1a4efe1b67c31"},
+ {file = "charset_normalizer-3.4.3-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:416175faf02e4b0810f1f38bcb54682878a4af94059a1cd63b8747244420801f"},
+ {file = "charset_normalizer-3.4.3-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:6aab0f181c486f973bc7262a97f5aca3ee7e1437011ef0c2ec04b5a11d16c927"},
+ {file = "charset_normalizer-3.4.3-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:fdabf8315679312cfa71302f9bd509ded4f2f263fb5b765cf1433b39106c3cc9"},
+ {file = "charset_normalizer-3.4.3-cp313-cp313-musllinux_1_2_s390x.whl", hash = "sha256:bd28b817ea8c70215401f657edef3a8aa83c29d447fb0b622c35403780ba11d5"},
+ {file = "charset_normalizer-3.4.3-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:18343b2d246dc6761a249ba1fb13f9ee9a2bcd95decc767319506056ea4ad4dc"},
+ {file = "charset_normalizer-3.4.3-cp313-cp313-win32.whl", hash = "sha256:6fb70de56f1859a3f71261cbe41005f56a7842cc348d3aeb26237560bfa5e0ce"},
+ {file = "charset_normalizer-3.4.3-cp313-cp313-win_amd64.whl", hash = "sha256:cf1ebb7d78e1ad8ec2a8c4732c7be2e736f6e5123a4146c5b89c9d1f585f8cef"},
+ {file = "charset_normalizer-3.4.3-cp314-cp314-macosx_10_13_universal2.whl", hash = "sha256:3cd35b7e8aedeb9e34c41385fda4f73ba609e561faedfae0a9e75e44ac558a15"},
+ {file = "charset_normalizer-3.4.3-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:b89bc04de1d83006373429975f8ef9e7932534b8cc9ca582e4db7d20d91816db"},
+ {file = "charset_normalizer-3.4.3-cp314-cp314-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:2001a39612b241dae17b4687898843f254f8748b796a2e16f1051a17078d991d"},
+ {file = "charset_normalizer-3.4.3-cp314-cp314-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:8dcfc373f888e4fb39a7bc57e93e3b845e7f462dacc008d9749568b1c4ece096"},
+ {file = "charset_normalizer-3.4.3-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:18b97b8404387b96cdbd30ad660f6407799126d26a39ca65729162fd810a99aa"},
+ {file = "charset_normalizer-3.4.3-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:ccf600859c183d70eb47e05a44cd80a4ce77394d1ac0f79dbd2dd90a69a3a049"},
+ {file = "charset_normalizer-3.4.3-cp314-cp314-musllinux_1_2_ppc64le.whl", hash = "sha256:53cd68b185d98dde4ad8990e56a58dea83a4162161b1ea9272e5c9182ce415e0"},
+ {file = "charset_normalizer-3.4.3-cp314-cp314-musllinux_1_2_s390x.whl", hash = "sha256:30a96e1e1f865f78b030d65241c1ee850cdf422d869e9028e2fc1d5e4db73b92"},
+ {file = "charset_normalizer-3.4.3-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:d716a916938e03231e86e43782ca7878fb602a125a91e7acb8b5112e2e96ac16"},
+ {file = "charset_normalizer-3.4.3-cp314-cp314-win32.whl", hash = "sha256:c6dbd0ccdda3a2ba7c2ecd9d77b37f3b5831687d8dc1b6ca5f56a4880cc7b7ce"},
+ {file = "charset_normalizer-3.4.3-cp314-cp314-win_amd64.whl", hash = "sha256:73dc19b562516fc9bcf6e5d6e596df0b4eb98d87e4f79f3ae71840e6ed21361c"},
+ {file = "charset_normalizer-3.4.3-cp38-cp38-macosx_10_9_universal2.whl", hash = "sha256:0f2be7e0cf7754b9a30eb01f4295cc3d4358a479843b31f328afd210e2c7598c"},
+ {file = "charset_normalizer-3.4.3-cp38-cp38-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:c60e092517a73c632ec38e290eba714e9627abe9d301c8c8a12ec32c314a2a4b"},
+ {file = "charset_normalizer-3.4.3-cp38-cp38-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:252098c8c7a873e17dd696ed98bbe91dbacd571da4b87df3736768efa7a792e4"},
+ {file = "charset_normalizer-3.4.3-cp38-cp38-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:3653fad4fe3ed447a596ae8638b437f827234f01a8cd801842e43f3d0a6b281b"},
+ {file = "charset_normalizer-3.4.3-cp38-cp38-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:8999f965f922ae054125286faf9f11bc6932184b93011d138925a1773830bbe9"},
+ {file = "charset_normalizer-3.4.3-cp38-cp38-musllinux_1_2_aarch64.whl", hash = "sha256:d95bfb53c211b57198bb91c46dd5a2d8018b3af446583aab40074bf7988401cb"},
+ {file = "charset_normalizer-3.4.3-cp38-cp38-musllinux_1_2_ppc64le.whl", hash = "sha256:5b413b0b1bfd94dbf4023ad6945889f374cd24e3f62de58d6bb102c4d9ae534a"},
+ {file = "charset_normalizer-3.4.3-cp38-cp38-musllinux_1_2_s390x.whl", hash = "sha256:b5e3b2d152e74e100a9e9573837aba24aab611d39428ded46f4e4022ea7d1942"},
+ {file = "charset_normalizer-3.4.3-cp38-cp38-musllinux_1_2_x86_64.whl", hash = "sha256:a2d08ac246bb48479170408d6c19f6385fa743e7157d716e144cad849b2dd94b"},
+ {file = "charset_normalizer-3.4.3-cp38-cp38-win32.whl", hash = "sha256:ec557499516fc90fd374bf2e32349a2887a876fbf162c160e3c01b6849eaf557"},
+ {file = "charset_normalizer-3.4.3-cp38-cp38-win_amd64.whl", hash = "sha256:5d8d01eac18c423815ed4f4a2ec3b439d654e55ee4ad610e153cf02faf67ea40"},
+ {file = "charset_normalizer-3.4.3-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:70bfc5f2c318afece2f5838ea5e4c3febada0be750fcf4775641052bbba14d05"},
+ {file = "charset_normalizer-3.4.3-cp39-cp39-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:23b6b24d74478dc833444cbd927c338349d6ae852ba53a0d02a2de1fce45b96e"},
+ {file = "charset_normalizer-3.4.3-cp39-cp39-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:34a7f768e3f985abdb42841e20e17b330ad3aaf4bb7e7aeeb73db2e70f077b99"},
+ {file = "charset_normalizer-3.4.3-cp39-cp39-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:fb731e5deb0c7ef82d698b0f4c5bb724633ee2a489401594c5c88b02e6cb15f7"},
+ {file = "charset_normalizer-3.4.3-cp39-cp39-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:257f26fed7d7ff59921b78244f3cd93ed2af1800ff048c33f624c87475819dd7"},
+ {file = "charset_normalizer-3.4.3-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:1ef99f0456d3d46a50945c98de1774da86f8e992ab5c77865ea8b8195341fc19"},
+ {file = "charset_normalizer-3.4.3-cp39-cp39-musllinux_1_2_ppc64le.whl", hash = "sha256:2c322db9c8c89009a990ef07c3bcc9f011a3269bc06782f916cd3d9eed7c9312"},
+ {file = "charset_normalizer-3.4.3-cp39-cp39-musllinux_1_2_s390x.whl", hash = "sha256:511729f456829ef86ac41ca78c63a5cb55240ed23b4b737faca0eb1abb1c41bc"},
+ {file = "charset_normalizer-3.4.3-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:88ab34806dea0671532d3f82d82b85e8fc23d7b2dd12fa837978dad9bb392a34"},
+ {file = "charset_normalizer-3.4.3-cp39-cp39-win32.whl", hash = "sha256:16a8770207946ac75703458e2c743631c79c59c5890c80011d536248f8eaa432"},
+ {file = "charset_normalizer-3.4.3-cp39-cp39-win_amd64.whl", hash = "sha256:d22dbedd33326a4a5190dd4fe9e9e693ef12160c77382d9e87919bce54f3d4ca"},
+ {file = "charset_normalizer-3.4.3-py3-none-any.whl", hash = "sha256:ce571ab16d890d23b5c278547ba694193a45011ff86a9162a71307ed9f86759a"},
+ {file = "charset_normalizer-3.4.3.tar.gz", hash = "sha256:6fce4b8500244f6fcb71465d4a4930d132ba9ab8e71a7859e6a5d59851068d14"},
]
[[package]]
@@ -226,14 +205,14 @@ colorama = {version = "*", markers = "platform_system == \"Windows\""}
[[package]]
name = "click-option-group"
-version = "0.5.7"
+version = "0.5.8"
description = "Option groups missing in Click"
optional = false
python-versions = ">=3.7"
groups = ["main"]
files = [
- {file = "click_option_group-0.5.7-py3-none-any.whl", hash = "sha256:96b9f52f397ef4d916f81929bd6c1f85e89046c7a401a64e72a61ae74ad35c24"},
- {file = "click_option_group-0.5.7.tar.gz", hash = "sha256:8dc780be038712fc12c9fecb3db4fe49e0d0723f9c171d7cda85c20369be693c"},
+ {file = "click_option_group-0.5.8-py3-none-any.whl", hash = "sha256:959065a45ccf58fcc48ec22f18fb50c1e59494612f0a1c13c4e714554434b502"},
+ {file = "click_option_group-0.5.8.tar.gz", hash = "sha256:7dc8d534a066382be748b20dd65270e59e0393bc765a7744df86b059d4e00e62"},
]
[package.dependencies]
@@ -260,86 +239,93 @@ files = [
[[package]]
name = "contourpy"
-version = "1.3.0"
+version = "1.3.3"
description = "Python library for calculating contours of 2D quadrilateral grids"
optional = false
-python-versions = ">=3.9"
-groups = ["main"]
-files = [
- {file = "contourpy-1.3.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:880ea32e5c774634f9fcd46504bf9f080a41ad855f4fef54f5380f5133d343c7"},
- {file = "contourpy-1.3.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:76c905ef940a4474a6289c71d53122a4f77766eef23c03cd57016ce19d0f7b42"},
- {file = "contourpy-1.3.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:92f8557cbb07415a4d6fa191f20fd9d2d9eb9c0b61d1b2f52a8926e43c6e9af7"},
- {file = "contourpy-1.3.0-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:36f965570cff02b874773c49bfe85562b47030805d7d8360748f3eca570f4cab"},
- {file = "contourpy-1.3.0-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:cacd81e2d4b6f89c9f8a5b69b86490152ff39afc58a95af002a398273e5ce589"},
- {file = "contourpy-1.3.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:69375194457ad0fad3a839b9e29aa0b0ed53bb54db1bfb6c3ae43d111c31ce41"},
- {file = "contourpy-1.3.0-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:7a52040312b1a858b5e31ef28c2e865376a386c60c0e248370bbea2d3f3b760d"},
- {file = "contourpy-1.3.0-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:3faeb2998e4fcb256542e8a926d08da08977f7f5e62cf733f3c211c2a5586223"},
- {file = "contourpy-1.3.0-cp310-cp310-win32.whl", hash = "sha256:36e0cff201bcb17a0a8ecc7f454fe078437fa6bda730e695a92f2d9932bd507f"},
- {file = "contourpy-1.3.0-cp310-cp310-win_amd64.whl", hash = "sha256:87ddffef1dbe5e669b5c2440b643d3fdd8622a348fe1983fad7a0f0ccb1cd67b"},
- {file = "contourpy-1.3.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:0fa4c02abe6c446ba70d96ece336e621efa4aecae43eaa9b030ae5fb92b309ad"},
- {file = "contourpy-1.3.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:834e0cfe17ba12f79963861e0f908556b2cedd52e1f75e6578801febcc6a9f49"},
- {file = "contourpy-1.3.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:dbc4c3217eee163fa3984fd1567632b48d6dfd29216da3ded3d7b844a8014a66"},
- {file = "contourpy-1.3.0-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:4865cd1d419e0c7a7bf6de1777b185eebdc51470800a9f42b9e9decf17762081"},
- {file = "contourpy-1.3.0-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:303c252947ab4b14c08afeb52375b26781ccd6a5ccd81abcdfc1fafd14cf93c1"},
- {file = "contourpy-1.3.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:637f674226be46f6ba372fd29d9523dd977a291f66ab2a74fbeb5530bb3f445d"},
- {file = "contourpy-1.3.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:76a896b2f195b57db25d6b44e7e03f221d32fe318d03ede41f8b4d9ba1bff53c"},
- {file = "contourpy-1.3.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:e1fd23e9d01591bab45546c089ae89d926917a66dceb3abcf01f6105d927e2cb"},
- {file = "contourpy-1.3.0-cp311-cp311-win32.whl", hash = "sha256:d402880b84df3bec6eab53cd0cf802cae6a2ef9537e70cf75e91618a3801c20c"},
- {file = "contourpy-1.3.0-cp311-cp311-win_amd64.whl", hash = "sha256:6cb6cc968059db9c62cb35fbf70248f40994dfcd7aa10444bbf8b3faeb7c2d67"},
- {file = "contourpy-1.3.0-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:570ef7cf892f0afbe5b2ee410c507ce12e15a5fa91017a0009f79f7d93a1268f"},
- {file = "contourpy-1.3.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:da84c537cb8b97d153e9fb208c221c45605f73147bd4cadd23bdae915042aad6"},
- {file = "contourpy-1.3.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0be4d8425bfa755e0fd76ee1e019636ccc7c29f77a7c86b4328a9eb6a26d0639"},
- {file = "contourpy-1.3.0-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:9c0da700bf58f6e0b65312d0a5e695179a71d0163957fa381bb3c1f72972537c"},
- {file = "contourpy-1.3.0-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:eb8b141bb00fa977d9122636b16aa67d37fd40a3d8b52dd837e536d64b9a4d06"},
- {file = "contourpy-1.3.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3634b5385c6716c258d0419c46d05c8aa7dc8cb70326c9a4fb66b69ad2b52e09"},
- {file = "contourpy-1.3.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:0dce35502151b6bd35027ac39ba6e5a44be13a68f55735c3612c568cac3805fd"},
- {file = "contourpy-1.3.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:aea348f053c645100612b333adc5983d87be69acdc6d77d3169c090d3b01dc35"},
- {file = "contourpy-1.3.0-cp312-cp312-win32.whl", hash = "sha256:90f73a5116ad1ba7174341ef3ea5c3150ddf20b024b98fb0c3b29034752c8aeb"},
- {file = "contourpy-1.3.0-cp312-cp312-win_amd64.whl", hash = "sha256:b11b39aea6be6764f84360fce6c82211a9db32a7c7de8fa6dd5397cf1d079c3b"},
- {file = "contourpy-1.3.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:3e1c7fa44aaae40a2247e2e8e0627f4bea3dd257014764aa644f319a5f8600e3"},
- {file = "contourpy-1.3.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:364174c2a76057feef647c802652f00953b575723062560498dc7930fc9b1cb7"},
- {file = "contourpy-1.3.0-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:32b238b3b3b649e09ce9aaf51f0c261d38644bdfa35cbaf7b263457850957a84"},
- {file = "contourpy-1.3.0-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:d51fca85f9f7ad0b65b4b9fe800406d0d77017d7270d31ec3fb1cc07358fdea0"},
- {file = "contourpy-1.3.0-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:732896af21716b29ab3e988d4ce14bc5133733b85956316fb0c56355f398099b"},
- {file = "contourpy-1.3.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d73f659398a0904e125280836ae6f88ba9b178b2fed6884f3b1f95b989d2c8da"},
- {file = "contourpy-1.3.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:c6c7c2408b7048082932cf4e641fa3b8ca848259212f51c8c59c45aa7ac18f14"},
- {file = "contourpy-1.3.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:f317576606de89da6b7e0861cf6061f6146ead3528acabff9236458a6ba467f8"},
- {file = "contourpy-1.3.0-cp313-cp313-win32.whl", hash = "sha256:31cd3a85dbdf1fc002280c65caa7e2b5f65e4a973fcdf70dd2fdcb9868069294"},
- {file = "contourpy-1.3.0-cp313-cp313-win_amd64.whl", hash = "sha256:4553c421929ec95fb07b3aaca0fae668b2eb5a5203d1217ca7c34c063c53d087"},
- {file = "contourpy-1.3.0-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:345af746d7766821d05d72cb8f3845dfd08dd137101a2cb9b24de277d716def8"},
- {file = "contourpy-1.3.0-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:3bb3808858a9dc68f6f03d319acd5f1b8a337e6cdda197f02f4b8ff67ad2057b"},
- {file = "contourpy-1.3.0-cp313-cp313t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:420d39daa61aab1221567b42eecb01112908b2cab7f1b4106a52caaec8d36973"},
- {file = "contourpy-1.3.0-cp313-cp313t-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:4d63ee447261e963af02642ffcb864e5a2ee4cbfd78080657a9880b8b1868e18"},
- {file = "contourpy-1.3.0-cp313-cp313t-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:167d6c890815e1dac9536dca00828b445d5d0df4d6a8c6adb4a7ec3166812fa8"},
- {file = "contourpy-1.3.0-cp313-cp313t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:710a26b3dc80c0e4febf04555de66f5fd17e9cf7170a7b08000601a10570bda6"},
- {file = "contourpy-1.3.0-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:75ee7cb1a14c617f34a51d11fa7524173e56551646828353c4af859c56b766e2"},
- {file = "contourpy-1.3.0-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:33c92cdae89ec5135d036e7218e69b0bb2851206077251f04a6c4e0e21f03927"},
- {file = "contourpy-1.3.0-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:a11077e395f67ffc2c44ec2418cfebed032cd6da3022a94fc227b6faf8e2acb8"},
- {file = "contourpy-1.3.0-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:e8134301d7e204c88ed7ab50028ba06c683000040ede1d617298611f9dc6240c"},
- {file = "contourpy-1.3.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e12968fdfd5bb45ffdf6192a590bd8ddd3ba9e58360b29683c6bb71a7b41edca"},
- {file = "contourpy-1.3.0-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:fd2a0fc506eccaaa7595b7e1418951f213cf8255be2600f1ea1b61e46a60c55f"},
- {file = "contourpy-1.3.0-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:4cfb5c62ce023dfc410d6059c936dcf96442ba40814aefbfa575425a3a7f19dc"},
- {file = "contourpy-1.3.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:68a32389b06b82c2fdd68276148d7b9275b5f5cf13e5417e4252f6d1a34f72a2"},
- {file = "contourpy-1.3.0-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:94e848a6b83da10898cbf1311a815f770acc9b6a3f2d646f330d57eb4e87592e"},
- {file = "contourpy-1.3.0-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:d78ab28a03c854a873787a0a42254a0ccb3cb133c672f645c9f9c8f3ae9d0800"},
- {file = "contourpy-1.3.0-cp39-cp39-win32.whl", hash = "sha256:81cb5ed4952aae6014bc9d0421dec7c5835c9c8c31cdf51910b708f548cf58e5"},
- {file = "contourpy-1.3.0-cp39-cp39-win_amd64.whl", hash = "sha256:14e262f67bd7e6eb6880bc564dcda30b15e351a594657e55b7eec94b6ef72843"},
- {file = "contourpy-1.3.0-pp310-pypy310_pp73-macosx_10_15_x86_64.whl", hash = "sha256:fe41b41505a5a33aeaed2a613dccaeaa74e0e3ead6dd6fd3a118fb471644fd6c"},
- {file = "contourpy-1.3.0-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:eca7e17a65f72a5133bdbec9ecf22401c62bcf4821361ef7811faee695799779"},
- {file = "contourpy-1.3.0-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:1ec4dc6bf570f5b22ed0d7efba0dfa9c5b9e0431aeea7581aa217542d9e809a4"},
- {file = "contourpy-1.3.0-pp39-pypy39_pp73-macosx_10_15_x86_64.whl", hash = "sha256:00ccd0dbaad6d804ab259820fa7cb0b8036bda0686ef844d24125d8287178ce0"},
- {file = "contourpy-1.3.0-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8ca947601224119117f7c19c9cdf6b3ab54c5726ef1d906aa4a69dfb6dd58102"},
- {file = "contourpy-1.3.0-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:c6ec93afeb848a0845a18989da3beca3eec2c0f852322efe21af1931147d12cb"},
- {file = "contourpy-1.3.0.tar.gz", hash = "sha256:7ffa0db17717a8ffb127efd0c95a4362d996b892c2904db72428d5b52e1938a4"},
+python-versions = ">=3.11"
+groups = ["main"]
+files = [
+ {file = "contourpy-1.3.3-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:709a48ef9a690e1343202916450bc48b9e51c049b089c7f79a267b46cffcdaa1"},
+ {file = "contourpy-1.3.3-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:23416f38bfd74d5d28ab8429cc4d63fa67d5068bd711a85edb1c3fb0c3e2f381"},
+ {file = "contourpy-1.3.3-cp311-cp311-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:929ddf8c4c7f348e4c0a5a3a714b5c8542ffaa8c22954862a46ca1813b667ee7"},
+ {file = "contourpy-1.3.3-cp311-cp311-manylinux_2_26_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:9e999574eddae35f1312c2b4b717b7885d4edd6cb46700e04f7f02db454e67c1"},
+ {file = "contourpy-1.3.3-cp311-cp311-manylinux_2_26_s390x.manylinux_2_28_s390x.whl", hash = "sha256:0bf67e0e3f482cb69779dd3061b534eb35ac9b17f163d851e2a547d56dba0a3a"},
+ {file = "contourpy-1.3.3-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:51e79c1f7470158e838808d4a996fa9bac72c498e93d8ebe5119bc1e6becb0db"},
+ {file = "contourpy-1.3.3-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:598c3aaece21c503615fd59c92a3598b428b2f01bfb4b8ca9c4edeecc2438620"},
+ {file = "contourpy-1.3.3-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:322ab1c99b008dad206d406bb61d014cf0174df491ae9d9d0fac6a6fda4f977f"},
+ {file = "contourpy-1.3.3-cp311-cp311-win32.whl", hash = "sha256:fd907ae12cd483cd83e414b12941c632a969171bf90fc937d0c9f268a31cafff"},
+ {file = "contourpy-1.3.3-cp311-cp311-win_amd64.whl", hash = "sha256:3519428f6be58431c56581f1694ba8e50626f2dd550af225f82fb5f5814d2a42"},
+ {file = "contourpy-1.3.3-cp311-cp311-win_arm64.whl", hash = "sha256:15ff10bfada4bf92ec8b31c62bf7c1834c244019b4a33095a68000d7075df470"},
+ {file = "contourpy-1.3.3-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:b08a32ea2f8e42cf1d4be3169a98dd4be32bafe4f22b6c4cb4ba810fa9e5d2cb"},
+ {file = "contourpy-1.3.3-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:556dba8fb6f5d8742f2923fe9457dbdd51e1049c4a43fd3986a0b14a1d815fc6"},
+ {file = "contourpy-1.3.3-cp312-cp312-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:92d9abc807cf7d0e047b95ca5d957cf4792fcd04e920ca70d48add15c1a90ea7"},
+ {file = "contourpy-1.3.3-cp312-cp312-manylinux_2_26_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:b2e8faa0ed68cb29af51edd8e24798bb661eac3bd9f65420c1887b6ca89987c8"},
+ {file = "contourpy-1.3.3-cp312-cp312-manylinux_2_26_s390x.manylinux_2_28_s390x.whl", hash = "sha256:626d60935cf668e70a5ce6ff184fd713e9683fb458898e4249b63be9e28286ea"},
+ {file = "contourpy-1.3.3-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:4d00e655fcef08aba35ec9610536bfe90267d7ab5ba944f7032549c55a146da1"},
+ {file = "contourpy-1.3.3-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:451e71b5a7d597379ef572de31eeb909a87246974d960049a9848c3bc6c41bf7"},
+ {file = "contourpy-1.3.3-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:459c1f020cd59fcfe6650180678a9993932d80d44ccde1fa1868977438f0b411"},
+ {file = "contourpy-1.3.3-cp312-cp312-win32.whl", hash = "sha256:023b44101dfe49d7d53932be418477dba359649246075c996866106da069af69"},
+ {file = "contourpy-1.3.3-cp312-cp312-win_amd64.whl", hash = "sha256:8153b8bfc11e1e4d75bcb0bff1db232f9e10b274e0929de9d608027e0d34ff8b"},
+ {file = "contourpy-1.3.3-cp312-cp312-win_arm64.whl", hash = "sha256:07ce5ed73ecdc4a03ffe3e1b3e3c1166db35ae7584be76f65dbbe28a7791b0cc"},
+ {file = "contourpy-1.3.3-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:177fb367556747a686509d6fef71d221a4b198a3905fe824430e5ea0fda54eb5"},
+ {file = "contourpy-1.3.3-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:d002b6f00d73d69333dac9d0b8d5e84d9724ff9ef044fd63c5986e62b7c9e1b1"},
+ {file = "contourpy-1.3.3-cp313-cp313-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:348ac1f5d4f1d66d3322420f01d42e43122f43616e0f194fc1c9f5d830c5b286"},
+ {file = "contourpy-1.3.3-cp313-cp313-manylinux_2_26_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:655456777ff65c2c548b7c454af9c6f33f16c8884f11083244b5819cc214f1b5"},
+ {file = "contourpy-1.3.3-cp313-cp313-manylinux_2_26_s390x.manylinux_2_28_s390x.whl", hash = "sha256:644a6853d15b2512d67881586bd03f462c7ab755db95f16f14d7e238f2852c67"},
+ {file = "contourpy-1.3.3-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:4debd64f124ca62069f313a9cb86656ff087786016d76927ae2cf37846b006c9"},
+ {file = "contourpy-1.3.3-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:a15459b0f4615b00bbd1e91f1b9e19b7e63aea7483d03d804186f278c0af2659"},
+ {file = "contourpy-1.3.3-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:ca0fdcd73925568ca027e0b17ab07aad764be4706d0a925b89227e447d9737b7"},
+ {file = "contourpy-1.3.3-cp313-cp313-win32.whl", hash = "sha256:b20c7c9a3bf701366556e1b1984ed2d0cedf999903c51311417cf5f591d8c78d"},
+ {file = "contourpy-1.3.3-cp313-cp313-win_amd64.whl", hash = "sha256:1cadd8b8969f060ba45ed7c1b714fe69185812ab43bd6b86a9123fe8f99c3263"},
+ {file = "contourpy-1.3.3-cp313-cp313-win_arm64.whl", hash = "sha256:fd914713266421b7536de2bfa8181aa8c699432b6763a0ea64195ebe28bff6a9"},
+ {file = "contourpy-1.3.3-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:88df9880d507169449d434c293467418b9f6cbe82edd19284aa0409e7fdb933d"},
+ {file = "contourpy-1.3.3-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:d06bb1f751ba5d417047db62bca3c8fde202b8c11fb50742ab3ab962c81e8216"},
+ {file = "contourpy-1.3.3-cp313-cp313t-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:e4e6b05a45525357e382909a4c1600444e2a45b4795163d3b22669285591c1ae"},
+ {file = "contourpy-1.3.3-cp313-cp313t-manylinux_2_26_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:ab3074b48c4e2cf1a960e6bbeb7f04566bf36b1861d5c9d4d8ac04b82e38ba20"},
+ {file = "contourpy-1.3.3-cp313-cp313t-manylinux_2_26_s390x.manylinux_2_28_s390x.whl", hash = "sha256:6c3d53c796f8647d6deb1abe867daeb66dcc8a97e8455efa729516b997b8ed99"},
+ {file = "contourpy-1.3.3-cp313-cp313t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:50ed930df7289ff2a8d7afeb9603f8289e5704755c7e5c3bbd929c90c817164b"},
+ {file = "contourpy-1.3.3-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:4feffb6537d64b84877da813a5c30f1422ea5739566abf0bd18065ac040e120a"},
+ {file = "contourpy-1.3.3-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:2b7e9480ffe2b0cd2e787e4df64270e3a0440d9db8dc823312e2c940c167df7e"},
+ {file = "contourpy-1.3.3-cp313-cp313t-win32.whl", hash = "sha256:283edd842a01e3dcd435b1c5116798d661378d83d36d337b8dde1d16a5fc9ba3"},
+ {file = "contourpy-1.3.3-cp313-cp313t-win_amd64.whl", hash = "sha256:87acf5963fc2b34825e5b6b048f40e3635dd547f590b04d2ab317c2619ef7ae8"},
+ {file = "contourpy-1.3.3-cp313-cp313t-win_arm64.whl", hash = "sha256:3c30273eb2a55024ff31ba7d052dde990d7d8e5450f4bbb6e913558b3d6c2301"},
+ {file = "contourpy-1.3.3-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:fde6c716d51c04b1c25d0b90364d0be954624a0ee9d60e23e850e8d48353d07a"},
+ {file = "contourpy-1.3.3-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:cbedb772ed74ff5be440fa8eee9bd49f64f6e3fc09436d9c7d8f1c287b121d77"},
+ {file = "contourpy-1.3.3-cp314-cp314-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:22e9b1bd7a9b1d652cd77388465dc358dafcd2e217d35552424aa4f996f524f5"},
+ {file = "contourpy-1.3.3-cp314-cp314-manylinux_2_26_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:a22738912262aa3e254e4f3cb079a95a67132fc5a063890e224393596902f5a4"},
+ {file = "contourpy-1.3.3-cp314-cp314-manylinux_2_26_s390x.manylinux_2_28_s390x.whl", hash = "sha256:afe5a512f31ee6bd7d0dda52ec9864c984ca3d66664444f2d72e0dc4eb832e36"},
+ {file = "contourpy-1.3.3-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:f64836de09927cba6f79dcd00fdd7d5329f3fccc633468507079c829ca4db4e3"},
+ {file = "contourpy-1.3.3-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:1fd43c3be4c8e5fd6e4f2baeae35ae18176cf2e5cced681cca908addf1cdd53b"},
+ {file = "contourpy-1.3.3-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:6afc576f7b33cf00996e5c1102dc2a8f7cc89e39c0b55df93a0b78c1bd992b36"},
+ {file = "contourpy-1.3.3-cp314-cp314-win32.whl", hash = "sha256:66c8a43a4f7b8df8b71ee1840e4211a3c8d93b214b213f590e18a1beca458f7d"},
+ {file = "contourpy-1.3.3-cp314-cp314-win_amd64.whl", hash = "sha256:cf9022ef053f2694e31d630feaacb21ea24224be1c3ad0520b13d844274614fd"},
+ {file = "contourpy-1.3.3-cp314-cp314-win_arm64.whl", hash = "sha256:95b181891b4c71de4bb404c6621e7e2390745f887f2a026b2d99e92c17892339"},
+ {file = "contourpy-1.3.3-cp314-cp314t-macosx_10_13_x86_64.whl", hash = "sha256:33c82d0138c0a062380332c861387650c82e4cf1747aaa6938b9b6516762e772"},
+ {file = "contourpy-1.3.3-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:ea37e7b45949df430fe649e5de8351c423430046a2af20b1c1961cae3afcda77"},
+ {file = "contourpy-1.3.3-cp314-cp314t-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:d304906ecc71672e9c89e87c4675dc5c2645e1f4269a5063b99b0bb29f232d13"},
+ {file = "contourpy-1.3.3-cp314-cp314t-manylinux_2_26_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:ca658cd1a680a5c9ea96dc61cdbae1e85c8f25849843aa799dfd3cb370ad4fbe"},
+ {file = "contourpy-1.3.3-cp314-cp314t-manylinux_2_26_s390x.manylinux_2_28_s390x.whl", hash = "sha256:ab2fd90904c503739a75b7c8c5c01160130ba67944a7b77bbf36ef8054576e7f"},
+ {file = "contourpy-1.3.3-cp314-cp314t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:b7301b89040075c30e5768810bc96a8e8d78085b47d8be6e4c3f5a0b4ed478a0"},
+ {file = "contourpy-1.3.3-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:2a2a8b627d5cc6b7c41a4beff6c5ad5eb848c88255fda4a8745f7e901b32d8e4"},
+ {file = "contourpy-1.3.3-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:fd6ec6be509c787f1caf6b247f0b1ca598bef13f4ddeaa126b7658215529ba0f"},
+ {file = "contourpy-1.3.3-cp314-cp314t-win32.whl", hash = "sha256:e74a9a0f5e3fff48fb5a7f2fd2b9b70a3fe014a67522f79b7cca4c0c7e43c9ae"},
+ {file = "contourpy-1.3.3-cp314-cp314t-win_amd64.whl", hash = "sha256:13b68d6a62db8eafaebb8039218921399baf6e47bf85006fd8529f2a08ef33fc"},
+ {file = "contourpy-1.3.3-cp314-cp314t-win_arm64.whl", hash = "sha256:b7448cb5a725bb1e35ce88771b86fba35ef418952474492cf7c764059933ff8b"},
+ {file = "contourpy-1.3.3-pp311-pypy311_pp73-macosx_10_15_x86_64.whl", hash = "sha256:cd5dfcaeb10f7b7f9dc8941717c6c2ade08f587be2226222c12b25f0483ed497"},
+ {file = "contourpy-1.3.3-pp311-pypy311_pp73-macosx_11_0_arm64.whl", hash = "sha256:0c1fc238306b35f246d61a1d416a627348b5cf0648648a031e14bb8705fcdfe8"},
+ {file = "contourpy-1.3.3-pp311-pypy311_pp73-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:70f9aad7de812d6541d29d2bbf8feb22ff7e1c299523db288004e3157ff4674e"},
+ {file = "contourpy-1.3.3-pp311-pypy311_pp73-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:5ed3657edf08512fc3fe81b510e35c2012fbd3081d2e26160f27ca28affec989"},
+ {file = "contourpy-1.3.3-pp311-pypy311_pp73-win_amd64.whl", hash = "sha256:3d1a3799d62d45c18bafd41c5fa05120b96a28079f2393af559b843d1a966a77"},
+ {file = "contourpy-1.3.3.tar.gz", hash = "sha256:083e12155b210502d0bca491432bb04d56dc3432f95a979b429f2848c3dbe880"},
]
[package.dependencies]
-numpy = ">=1.23"
+numpy = ">=1.25"
[package.extras]
bokeh = ["bokeh", "selenium"]
docs = ["furo", "sphinx (>=7.2)", "sphinx-copybutton"]
-mypy = ["contourpy[bokeh,docs]", "docutils-stubs", "mypy (==1.11.1)", "types-Pillow"]
+mypy = ["bokeh", "contourpy[bokeh,docs]", "docutils-stubs", "mypy (==1.17.0)", "types-Pillow"]
test = ["Pillow", "contourpy[test-no-images]", "matplotlib"]
test-no-images = ["pytest", "pytest-cov", "pytest-rerunfailures", "pytest-xdist", "wurlitzer"]
@@ -373,35 +359,16 @@ files = [
docs = ["ipython", "matplotlib", "numpydoc", "sphinx"]
tests = ["pytest", "pytest-cov", "pytest-xdist"]
-[[package]]
-name = "exceptiongroup"
-version = "1.3.0"
-description = "Backport of PEP 654 (exception groups)"
-optional = false
-python-versions = ">=3.7"
-groups = ["main"]
-markers = "python_version < \"3.11\""
-files = [
- {file = "exceptiongroup-1.3.0-py3-none-any.whl", hash = "sha256:4d111e6e0c13d0644cad6ddaa7ed0261a0b36971f6d23e7ec9b4b9097da78a10"},
- {file = "exceptiongroup-1.3.0.tar.gz", hash = "sha256:b241f5885f560bc56a59ee63ca4c6a8bfa46ae4ad651af316d4e81817bb9fd88"},
-]
-
-[package.dependencies]
-typing-extensions = {version = ">=4.6.0", markers = "python_version < \"3.13\""}
-
-[package.extras]
-test = ["pytest (>=6)"]
-
[[package]]
name = "fastjsonschema"
-version = "2.21.1"
+version = "2.21.2"
description = "Fastest Python implementation of JSON schema"
optional = false
python-versions = "*"
groups = ["main"]
files = [
- {file = "fastjsonschema-2.21.1-py3-none-any.whl", hash = "sha256:c9e5b7e908310918cf494a434eeb31384dd84a98b57a30bcb1f535015b554667"},
- {file = "fastjsonschema-2.21.1.tar.gz", hash = "sha256:794d4f0a58f848961ba16af7b9c85a3e88cd360df008c59aac6fc5ae9323b5d4"},
+ {file = "fastjsonschema-2.21.2-py3-none-any.whl", hash = "sha256:1c797122d0a86c5cace2e54bf4e819c36223b552017172f32c5c024a6b77e463"},
+ {file = "fastjsonschema-2.21.2.tar.gz", hash = "sha256:b1eb43748041c880796cd077f1a07c3d94e93ae84bba5ed36800a33554ae05de"},
]
[package.extras]
@@ -409,58 +376,74 @@ devel = ["colorama", "json-spec", "jsonschema", "pylint", "pytest", "pytest-benc
[[package]]
name = "fonttools"
-version = "4.58.4"
+version = "4.60.1"
description = "Tools to manipulate font files"
optional = false
python-versions = ">=3.9"
groups = ["main"]
files = [
- {file = "fonttools-4.58.4-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:834542f13fee7625ad753b2db035edb674b07522fcbdd0ed9e9a9e2a1034467f"},
- {file = "fonttools-4.58.4-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:2e6c61ce330142525296170cd65666e46121fc0d44383cbbcfa39cf8f58383df"},
- {file = "fonttools-4.58.4-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:e9c75f8faa29579c0fbf29b56ae6a3660c6c025f3b671803cb6a9caa7e4e3a98"},
- {file = "fonttools-4.58.4-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:88dedcedbd5549e35b2ea3db3de02579c27e62e51af56779c021e7b33caadd0e"},
- {file = "fonttools-4.58.4-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:ae80a895adab43586f4da1521d58fd4f4377cef322ee0cc205abcefa3a5effc3"},
- {file = "fonttools-4.58.4-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:0d3acc7f0d151da116e87a182aefb569cf0a3c8e0fd4c9cd0a7c1e7d3e7adb26"},
- {file = "fonttools-4.58.4-cp310-cp310-win32.whl", hash = "sha256:1244f69686008e7e8d2581d9f37eef330a73fee3843f1107993eb82c9d306577"},
- {file = "fonttools-4.58.4-cp310-cp310-win_amd64.whl", hash = "sha256:2a66c0af8a01eb2b78645af60f3b787de5fe5eb1fd8348163715b80bdbfbde1f"},
- {file = "fonttools-4.58.4-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:a3841991c9ee2dc0562eb7f23d333d34ce81e8e27c903846f0487da21e0028eb"},
- {file = "fonttools-4.58.4-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:3c98f91b6a9604e7ffb5ece6ea346fa617f967c2c0944228801246ed56084664"},
- {file = "fonttools-4.58.4-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:ab9f891eb687ddf6a4e5f82901e00f992e18012ca97ab7acd15f13632acd14c1"},
- {file = "fonttools-4.58.4-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:891c5771e8f0094b7c0dc90eda8fc75e72930b32581418f2c285a9feedfd9a68"},
- {file = "fonttools-4.58.4-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:43ba4d9646045c375d22e3473b7d82b18b31ee2ac715cd94220ffab7bc2d5c1d"},
- {file = "fonttools-4.58.4-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:33d19f16e6d2ffd6669bda574a6589941f6c99a8d5cfb9f464038244c71555de"},
- {file = "fonttools-4.58.4-cp311-cp311-win32.whl", hash = "sha256:b59e5109b907da19dc9df1287454821a34a75f2632a491dd406e46ff432c2a24"},
- {file = "fonttools-4.58.4-cp311-cp311-win_amd64.whl", hash = "sha256:3d471a5b567a0d1648f2e148c9a8bcf00d9ac76eb89e976d9976582044cc2509"},
- {file = "fonttools-4.58.4-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:462211c0f37a278494e74267a994f6be9a2023d0557aaa9ecbcbfce0f403b5a6"},
- {file = "fonttools-4.58.4-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:0c7a12fb6f769165547f00fcaa8d0df9517603ae7e04b625e5acb8639809b82d"},
- {file = "fonttools-4.58.4-cp312-cp312-manylinux1_x86_64.manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:2d42c63020a922154add0a326388a60a55504629edc3274bc273cd3806b4659f"},
- {file = "fonttools-4.58.4-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:8f2b4e6fd45edc6805f5f2c355590b092ffc7e10a945bd6a569fc66c1d2ae7aa"},
- {file = "fonttools-4.58.4-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:f155b927f6efb1213a79334e4cb9904d1e18973376ffc17a0d7cd43d31981f1e"},
- {file = "fonttools-4.58.4-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:e38f687d5de97c7fb7da3e58169fb5ba349e464e141f83c3c2e2beb91d317816"},
- {file = "fonttools-4.58.4-cp312-cp312-win32.whl", hash = "sha256:636c073b4da9db053aa683db99580cac0f7c213a953b678f69acbca3443c12cc"},
- {file = "fonttools-4.58.4-cp312-cp312-win_amd64.whl", hash = "sha256:82e8470535743409b30913ba2822e20077acf9ea70acec40b10fcf5671dceb58"},
- {file = "fonttools-4.58.4-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:5f4a64846495c543796fa59b90b7a7a9dff6839bd852741ab35a71994d685c6d"},
- {file = "fonttools-4.58.4-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:e80661793a5d4d7ad132a2aa1eae2e160fbdbb50831a0edf37c7c63b2ed36574"},
- {file = "fonttools-4.58.4-cp313-cp313-manylinux1_x86_64.manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:fe5807fc64e4ba5130f1974c045a6e8d795f3b7fb6debfa511d1773290dbb76b"},
- {file = "fonttools-4.58.4-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:b610b9bef841cb8f4b50472494158b1e347d15cad56eac414c722eda695a6cfd"},
- {file = "fonttools-4.58.4-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:2daa7f0e213c38f05f054eb5e1730bd0424aebddbeac094489ea1585807dd187"},
- {file = "fonttools-4.58.4-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:66cccb6c0b944496b7f26450e9a66e997739c513ffaac728d24930df2fd9d35b"},
- {file = "fonttools-4.58.4-cp313-cp313-win32.whl", hash = "sha256:94d2aebb5ca59a5107825520fde596e344652c1f18170ef01dacbe48fa60c889"},
- {file = "fonttools-4.58.4-cp313-cp313-win_amd64.whl", hash = "sha256:b554bd6e80bba582fd326ddab296e563c20c64dca816d5e30489760e0c41529f"},
- {file = "fonttools-4.58.4-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:ca773fe7812e4e1197ee4e63b9691e89650ab55f679e12ac86052d2fe0d152cd"},
- {file = "fonttools-4.58.4-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:e31289101221910f44245472e02b1a2f7d671c6d06a45c07b354ecb25829ad92"},
- {file = "fonttools-4.58.4-cp39-cp39-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:90c9e3c01475bb9602cb617f69f02c4ba7ab7784d93f0b0d685e84286f4c1a10"},
- {file = "fonttools-4.58.4-cp39-cp39-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:e00a826f2bc745a010341ac102082fe5e3fb9f0861b90ed9ff32277598813711"},
- {file = "fonttools-4.58.4-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:bc75e72e9d2a4ad0935c59713bd38679d51c6fefab1eadde80e3ed4c2a11ea84"},
- {file = "fonttools-4.58.4-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:f57a795e540059ce3de68508acfaaf177899b39c36ef0a2833b2308db98c71f1"},
- {file = "fonttools-4.58.4-cp39-cp39-win32.whl", hash = "sha256:a7d04f64c88b48ede655abcf76f2b2952f04933567884d99be7c89e0a4495131"},
- {file = "fonttools-4.58.4-cp39-cp39-win_amd64.whl", hash = "sha256:5a8bc5dfd425c89b1c38380bc138787b0a830f761b82b37139aa080915503b69"},
- {file = "fonttools-4.58.4-py3-none-any.whl", hash = "sha256:a10ce13a13f26cbb9f37512a4346bb437ad7e002ff6fa966a7ce7ff5ac3528bd"},
- {file = "fonttools-4.58.4.tar.gz", hash = "sha256:928a8009b9884ed3aae17724b960987575155ca23c6f0b8146e400cc9e0d44ba"},
+ {file = "fonttools-4.60.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:9a52f254ce051e196b8fe2af4634c2d2f02c981756c6464dc192f1b6050b4e28"},
+ {file = "fonttools-4.60.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:c7420a2696a44650120cdd269a5d2e56a477e2bfa9d95e86229059beb1c19e15"},
+ {file = "fonttools-4.60.1-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:ee0c0b3b35b34f782afc673d503167157094a16f442ace7c6c5e0ca80b08f50c"},
+ {file = "fonttools-4.60.1-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:282dafa55f9659e8999110bd8ed422ebe1c8aecd0dc396550b038e6c9a08b8ea"},
+ {file = "fonttools-4.60.1-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:4ba4bd646e86de16160f0fb72e31c3b9b7d0721c3e5b26b9fa2fc931dfdb2652"},
+ {file = "fonttools-4.60.1-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:0b0835ed15dd5b40d726bb61c846a688f5b4ce2208ec68779bc81860adb5851a"},
+ {file = "fonttools-4.60.1-cp310-cp310-win32.whl", hash = "sha256:1525796c3ffe27bb6268ed2a1bb0dcf214d561dfaf04728abf01489eb5339dce"},
+ {file = "fonttools-4.60.1-cp310-cp310-win_amd64.whl", hash = "sha256:268ecda8ca6cb5c4f044b1fb9b3b376e8cd1b361cef275082429dc4174907038"},
+ {file = "fonttools-4.60.1-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:7b4c32e232a71f63a5d00259ca3d88345ce2a43295bb049d21061f338124246f"},
+ {file = "fonttools-4.60.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:3630e86c484263eaac71d117085d509cbcf7b18f677906824e4bace598fb70d2"},
+ {file = "fonttools-4.60.1-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:5c1015318e4fec75dd4943ad5f6a206d9727adf97410d58b7e32ab644a807914"},
+ {file = "fonttools-4.60.1-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:e6c58beb17380f7c2ea181ea11e7db8c0ceb474c9dd45f48e71e2cb577d146a1"},
+ {file = "fonttools-4.60.1-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:ec3681a0cb34c255d76dd9d865a55f260164adb9fa02628415cdc2d43ee2c05d"},
+ {file = "fonttools-4.60.1-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:f4b5c37a5f40e4d733d3bbaaef082149bee5a5ea3156a785ff64d949bd1353fa"},
+ {file = "fonttools-4.60.1-cp311-cp311-win32.whl", hash = "sha256:398447f3d8c0c786cbf1209711e79080a40761eb44b27cdafffb48f52bcec258"},
+ {file = "fonttools-4.60.1-cp311-cp311-win_amd64.whl", hash = "sha256:d066ea419f719ed87bc2c99a4a4bfd77c2e5949cb724588b9dd58f3fd90b92bf"},
+ {file = "fonttools-4.60.1-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:7b0c6d57ab00dae9529f3faf187f2254ea0aa1e04215cf2f1a8ec277c96661bc"},
+ {file = "fonttools-4.60.1-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:839565cbf14645952d933853e8ade66a463684ed6ed6c9345d0faf1f0e868877"},
+ {file = "fonttools-4.60.1-cp312-cp312-manylinux1_x86_64.manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:8177ec9676ea6e1793c8a084a90b65a9f778771998eb919d05db6d4b1c0b114c"},
+ {file = "fonttools-4.60.1-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:996a4d1834524adbb423385d5a629b868ef9d774670856c63c9a0408a3063401"},
+ {file = "fonttools-4.60.1-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:a46b2f450bc79e06ef3b6394f0c68660529ed51692606ad7f953fc2e448bc903"},
+ {file = "fonttools-4.60.1-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:6ec722ee589e89a89f5b7574f5c45604030aa6ae24cb2c751e2707193b466fed"},
+ {file = "fonttools-4.60.1-cp312-cp312-win32.whl", hash = "sha256:b2cf105cee600d2de04ca3cfa1f74f1127f8455b71dbad02b9da6ec266e116d6"},
+ {file = "fonttools-4.60.1-cp312-cp312-win_amd64.whl", hash = "sha256:992775c9fbe2cf794786fa0ffca7f09f564ba3499b8fe9f2f80bd7197db60383"},
+ {file = "fonttools-4.60.1-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:6f68576bb4bbf6060c7ab047b1574a1ebe5c50a17de62830079967b211059ebb"},
+ {file = "fonttools-4.60.1-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:eedacb5c5d22b7097482fa834bda0dafa3d914a4e829ec83cdea2a01f8c813c4"},
+ {file = "fonttools-4.60.1-cp313-cp313-manylinux1_x86_64.manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:b33a7884fabd72bdf5f910d0cf46be50dce86a0362a65cfc746a4168c67eb96c"},
+ {file = "fonttools-4.60.1-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:2409d5fb7b55fd70f715e6d34e7a6e4f7511b8ad29a49d6df225ee76da76dd77"},
+ {file = "fonttools-4.60.1-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:c8651e0d4b3bdeda6602b85fdc2abbefc1b41e573ecb37b6779c4ca50753a199"},
+ {file = "fonttools-4.60.1-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:145daa14bf24824b677b9357c5e44fd8895c2a8f53596e1b9ea3496081dc692c"},
+ {file = "fonttools-4.60.1-cp313-cp313-win32.whl", hash = "sha256:2299df884c11162617a66b7c316957d74a18e3758c0274762d2cc87df7bc0272"},
+ {file = "fonttools-4.60.1-cp313-cp313-win_amd64.whl", hash = "sha256:a3db56f153bd4c5c2b619ab02c5db5192e222150ce5a1bc10f16164714bc39ac"},
+ {file = "fonttools-4.60.1-cp314-cp314-macosx_10_13_universal2.whl", hash = "sha256:a884aef09d45ba1206712c7dbda5829562d3fea7726935d3289d343232ecb0d3"},
+ {file = "fonttools-4.60.1-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:8a44788d9d91df72d1a5eac49b31aeb887a5f4aab761b4cffc4196c74907ea85"},
+ {file = "fonttools-4.60.1-cp314-cp314-manylinux1_x86_64.manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:e852d9dda9f93ad3651ae1e3bb770eac544ec93c3807888798eccddf84596537"},
+ {file = "fonttools-4.60.1-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:154cb6ee417e417bf5f7c42fe25858c9140c26f647c7347c06f0cc2d47eff003"},
+ {file = "fonttools-4.60.1-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:5664fd1a9ea7f244487ac8f10340c4e37664675e8667d6fee420766e0fb3cf08"},
+ {file = "fonttools-4.60.1-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:583b7f8e3c49486e4d489ad1deacfb8d5be54a8ef34d6df824f6a171f8511d99"},
+ {file = "fonttools-4.60.1-cp314-cp314-win32.whl", hash = "sha256:66929e2ea2810c6533a5184f938502cfdaea4bc3efb7130d8cc02e1c1b4108d6"},
+ {file = "fonttools-4.60.1-cp314-cp314-win_amd64.whl", hash = "sha256:f3d5be054c461d6a2268831f04091dc82753176f6ea06dc6047a5e168265a987"},
+ {file = "fonttools-4.60.1-cp314-cp314t-macosx_10_13_universal2.whl", hash = "sha256:b6379e7546ba4ae4b18f8ae2b9bc5960936007a1c0e30b342f662577e8bc3299"},
+ {file = "fonttools-4.60.1-cp314-cp314t-macosx_10_13_x86_64.whl", hash = "sha256:9d0ced62b59e0430b3690dbc5373df1c2aa7585e9a8ce38eff87f0fd993c5b01"},
+ {file = "fonttools-4.60.1-cp314-cp314t-manylinux1_x86_64.manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:875cb7764708b3132637f6c5fb385b16eeba0f7ac9fa45a69d35e09b47045801"},
+ {file = "fonttools-4.60.1-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:a184b2ea57b13680ab6d5fbde99ccef152c95c06746cb7718c583abd8f945ccc"},
+ {file = "fonttools-4.60.1-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:026290e4ec76583881763fac284aca67365e0be9f13a7fb137257096114cb3bc"},
+ {file = "fonttools-4.60.1-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:f0e8817c7d1a0c2eedebf57ef9a9896f3ea23324769a9a2061a80fe8852705ed"},
+ {file = "fonttools-4.60.1-cp314-cp314t-win32.whl", hash = "sha256:1410155d0e764a4615774e5c2c6fc516259fe3eca5882f034eb9bfdbee056259"},
+ {file = "fonttools-4.60.1-cp314-cp314t-win_amd64.whl", hash = "sha256:022beaea4b73a70295b688f817ddc24ed3e3418b5036ffcd5658141184ef0d0c"},
+ {file = "fonttools-4.60.1-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:122e1a8ada290423c493491d002f622b1992b1ab0b488c68e31c413390dc7eb2"},
+ {file = "fonttools-4.60.1-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:a140761c4ff63d0cb9256ac752f230460ee225ccef4ad8f68affc723c88e2036"},
+ {file = "fonttools-4.60.1-cp39-cp39-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:0eae96373e4b7c9e45d099d7a523444e3554360927225c1cdae221a58a45b856"},
+ {file = "fonttools-4.60.1-cp39-cp39-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:596ecaca36367027d525b3b426d8a8208169d09edcf8c7506aceb3a38bfb55c7"},
+ {file = "fonttools-4.60.1-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:2ee06fc57512144d8b0445194c2da9f190f61ad51e230f14836286470c99f854"},
+ {file = "fonttools-4.60.1-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:b42d86938e8dda1cd9a1a87a6d82f1818eaf933348429653559a458d027446da"},
+ {file = "fonttools-4.60.1-cp39-cp39-win32.whl", hash = "sha256:8b4eb332f9501cb1cd3d4d099374a1e1306783ff95489a1026bde9eb02ccc34a"},
+ {file = "fonttools-4.60.1-cp39-cp39-win_amd64.whl", hash = "sha256:7473a8ed9ed09aeaa191301244a5a9dbe46fe0bf54f9d6cd21d83044c3321217"},
+ {file = "fonttools-4.60.1-py3-none-any.whl", hash = "sha256:906306ac7afe2156fcf0042173d6ebbb05416af70f6b370967b47f8f00103bbb"},
+ {file = "fonttools-4.60.1.tar.gz", hash = "sha256:ef00af0439ebfee806b25f24c8f92109157ff3fac5731dc7867957812e87b8d9"},
]
[package.extras]
-all = ["brotli (>=1.0.1) ; platform_python_implementation == \"CPython\"", "brotlicffi (>=0.8.0) ; platform_python_implementation != \"CPython\"", "fs (>=2.2.0,<3)", "lxml (>=4.0)", "lz4 (>=1.7.4.2)", "matplotlib", "munkres ; platform_python_implementation == \"PyPy\"", "pycairo", "scipy ; platform_python_implementation != \"PyPy\"", "skia-pathops (>=0.5.0)", "sympy", "uharfbuzz (>=0.23.0)", "unicodedata2 (>=15.1.0) ; python_version <= \"3.12\"", "xattr ; sys_platform == \"darwin\"", "zopfli (>=0.1.4)"]
+all = ["brotli (>=1.0.1) ; platform_python_implementation == \"CPython\"", "brotlicffi (>=0.8.0) ; platform_python_implementation != \"CPython\"", "lxml (>=4.0)", "lz4 (>=1.7.4.2)", "matplotlib", "munkres ; platform_python_implementation == \"PyPy\"", "pycairo", "scipy ; platform_python_implementation != \"PyPy\"", "skia-pathops (>=0.5.0)", "sympy", "uharfbuzz (>=0.23.0)", "unicodedata2 (>=15.1.0) ; python_version <= \"3.12\"", "xattr ; sys_platform == \"darwin\"", "zopfli (>=0.1.4)"]
graphite = ["lz4 (>=1.7.4.2)"]
interpolatable = ["munkres ; platform_python_implementation == \"PyPy\"", "pycairo", "scipy ; platform_python_implementation != \"PyPy\""]
lxml = ["lxml (>=4.0)"]
@@ -469,7 +452,6 @@ plot = ["matplotlib"]
repacker = ["uharfbuzz (>=0.23.0)"]
symfont = ["sympy"]
type1 = ["xattr ; sys_platform == \"darwin\""]
-ufo = ["fs (>=2.2.0,<3)"]
unicode = ["unicodedata2 (>=15.1.0) ; python_version <= \"3.12\""]
woff = ["brotli (>=1.0.1) ; platform_python_implementation == \"CPython\"", "brotlicffi (>=0.8.0) ; platform_python_implementation != \"CPython\"", "zopfli (>=0.1.4)"]
@@ -488,55 +470,6 @@ files = [
[package.extras]
all = ["flake8 (>=7.1.1)", "mypy (>=1.11.2)", "pytest (>=8.3.2)", "ruff (>=0.6.2)"]
-[[package]]
-name = "importlib-metadata"
-version = "8.7.0"
-description = "Read metadata from Python packages"
-optional = false
-python-versions = ">=3.9"
-groups = ["main"]
-markers = "python_version == \"3.9\""
-files = [
- {file = "importlib_metadata-8.7.0-py3-none-any.whl", hash = "sha256:e5dd1551894c77868a30651cef00984d50e1002d06942a7101d34870c5f02afd"},
- {file = "importlib_metadata-8.7.0.tar.gz", hash = "sha256:d13b81ad223b890aa16c5471f2ac3056cf76c5f10f82d6f9292f0b415f389000"},
-]
-
-[package.dependencies]
-zipp = ">=3.20"
-
-[package.extras]
-check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\""]
-cover = ["pytest-cov"]
-doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-enabler = ["pytest-enabler (>=2.2)"]
-perf = ["ipython"]
-test = ["flufl.flake8", "importlib_resources (>=1.3) ; python_version < \"3.9\"", "jaraco.test (>=5.4)", "packaging", "pyfakefs", "pytest (>=6,!=8.1.*)", "pytest-perf (>=0.9.2)"]
-type = ["pytest-mypy"]
-
-[[package]]
-name = "importlib-resources"
-version = "6.5.2"
-description = "Read resources from Python packages"
-optional = false
-python-versions = ">=3.9"
-groups = ["main"]
-markers = "python_version == \"3.9\""
-files = [
- {file = "importlib_resources-6.5.2-py3-none-any.whl", hash = "sha256:789cfdc3ed28c78b67a06acb8126751ced69a3d5f79c095a98298cd8a760ccec"},
- {file = "importlib_resources-6.5.2.tar.gz", hash = "sha256:185f87adef5bcc288449d98fb4fba07cea78bc036455dd44c5fc4a2fe78fed2c"},
-]
-
-[package.dependencies]
-zipp = {version = ">=3.1.0", markers = "python_version < \"3.10\""}
-
-[package.extras]
-check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\""]
-cover = ["pytest-cov"]
-doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-enabler = ["pytest-enabler (>=2.2)"]
-test = ["jaraco.test (>=5.4)", "pytest (>=6,!=8.1.*)", "zipp (>=3.17)"]
-type = ["pytest-mypy"]
-
[[package]]
name = "inflect"
version = "7.5.0"
@@ -575,26 +508,26 @@ files = [
[[package]]
name = "joblib"
-version = "1.5.1"
+version = "1.5.2"
description = "Lightweight pipelining with Python functions"
optional = false
python-versions = ">=3.9"
groups = ["main"]
files = [
- {file = "joblib-1.5.1-py3-none-any.whl", hash = "sha256:4719a31f054c7d766948dcd83e9613686b27114f190f717cec7eaa2084f8a74a"},
- {file = "joblib-1.5.1.tar.gz", hash = "sha256:f4f86e351f39fe3d0d32a9f2c3d8af1ee4cec285aafcb27003dda5205576b444"},
+ {file = "joblib-1.5.2-py3-none-any.whl", hash = "sha256:4e1f0bdbb987e6d843c70cf43714cb276623def372df3c22fe5266b2670bc241"},
+ {file = "joblib-1.5.2.tar.gz", hash = "sha256:3faa5c39054b2f03ca547da9b2f52fde67c06240c31853f306aea97f13647b55"},
]
[[package]]
name = "jsonschema"
-version = "4.24.0"
+version = "4.25.1"
description = "An implementation of JSON Schema validation for Python"
optional = false
python-versions = ">=3.9"
groups = ["main"]
files = [
- {file = "jsonschema-4.24.0-py3-none-any.whl", hash = "sha256:a462455f19f5faf404a7902952b6f0e3ce868f3ee09a359b05eca6673bd8412d"},
- {file = "jsonschema-4.24.0.tar.gz", hash = "sha256:0b4e8069eb12aedfa881333004bccaec24ecef5a8a6a4b6df142b2cc9599d196"},
+ {file = "jsonschema-4.25.1-py3-none-any.whl", hash = "sha256:3fba0169e345c7175110351d456342c364814cfcf3b964ba4587f22915230a63"},
+ {file = "jsonschema-4.25.1.tar.gz", hash = "sha256:e4a9655ce0da0c0b67a085847e00a3a51449e1157f4f75e9fb5aa545e122eb85"},
]
[package.dependencies]
@@ -605,18 +538,18 @@ rpds-py = ">=0.7.1"
[package.extras]
format = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3987", "uri-template", "webcolors (>=1.11)"]
-format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3986-validator (>0.1.0)", "uri-template", "webcolors (>=24.6.0)"]
+format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3986-validator (>0.1.0)", "rfc3987-syntax (>=1.1.0)", "uri-template", "webcolors (>=24.6.0)"]
[[package]]
name = "jsonschema-specifications"
-version = "2025.4.1"
+version = "2025.9.1"
description = "The JSON Schema meta-schemas and vocabularies, exposed as a Registry"
optional = false
python-versions = ">=3.9"
groups = ["main"]
files = [
- {file = "jsonschema_specifications-2025.4.1-py3-none-any.whl", hash = "sha256:4653bffbd6584f7de83a67e0d620ef16900b390ddc7939d56684d6c81e33f1af"},
- {file = "jsonschema_specifications-2025.4.1.tar.gz", hash = "sha256:630159c9f4dbea161a6a2205c3011cc4f18ff381b189fff48bb39b9bf26ae608"},
+ {file = "jsonschema_specifications-2025.9.1-py3-none-any.whl", hash = "sha256:98802fee3a11ee76ecaca44429fda8a41bff98b00a0f2838151b113f210cc6fe"},
+ {file = "jsonschema_specifications-2025.9.1.tar.gz", hash = "sha256:b540987f239e745613c7a9176f3edb72b832a4ac465cf02712288397832b5e8d"},
]
[package.dependencies]
@@ -645,126 +578,113 @@ test = ["ipykernel", "pre-commit", "pytest (<9)", "pytest-cov", "pytest-timeout"
[[package]]
name = "kiwisolver"
-version = "1.4.7"
+version = "1.4.9"
description = "A fast implementation of the Cassowary constraint solver"
optional = false
-python-versions = ">=3.8"
-groups = ["main"]
-files = [
- {file = "kiwisolver-1.4.7-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:8a9c83f75223d5e48b0bc9cb1bf2776cf01563e00ade8775ffe13b0b6e1af3a6"},
- {file = "kiwisolver-1.4.7-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:58370b1ffbd35407444d57057b57da5d6549d2d854fa30249771775c63b5fe17"},
- {file = "kiwisolver-1.4.7-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:aa0abdf853e09aff551db11fce173e2177d00786c688203f52c87ad7fcd91ef9"},
- {file = "kiwisolver-1.4.7-cp310-cp310-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:8d53103597a252fb3ab8b5845af04c7a26d5e7ea8122303dd7a021176a87e8b9"},
- {file = "kiwisolver-1.4.7-cp310-cp310-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:88f17c5ffa8e9462fb79f62746428dd57b46eb931698e42e990ad63103f35e6c"},
- {file = "kiwisolver-1.4.7-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:88a9ca9c710d598fd75ee5de59d5bda2684d9db36a9f50b6125eaea3969c2599"},
- {file = "kiwisolver-1.4.7-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:f4d742cb7af1c28303a51b7a27aaee540e71bb8e24f68c736f6f2ffc82f2bf05"},
- {file = "kiwisolver-1.4.7-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:e28c7fea2196bf4c2f8d46a0415c77a1c480cc0724722f23d7410ffe9842c407"},
- {file = "kiwisolver-1.4.7-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:e968b84db54f9d42046cf154e02911e39c0435c9801681e3fc9ce8a3c4130278"},
- {file = "kiwisolver-1.4.7-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:0c18ec74c0472de033e1bebb2911c3c310eef5649133dd0bedf2a169a1b269e5"},
- {file = "kiwisolver-1.4.7-cp310-cp310-musllinux_1_2_ppc64le.whl", hash = "sha256:8f0ea6da6d393d8b2e187e6a5e3fb81f5862010a40c3945e2c6d12ae45cfb2ad"},
- {file = "kiwisolver-1.4.7-cp310-cp310-musllinux_1_2_s390x.whl", hash = "sha256:f106407dda69ae456dd1227966bf445b157ccc80ba0dff3802bb63f30b74e895"},
- {file = "kiwisolver-1.4.7-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:84ec80df401cfee1457063732d90022f93951944b5b58975d34ab56bb150dfb3"},
- {file = "kiwisolver-1.4.7-cp310-cp310-win32.whl", hash = "sha256:71bb308552200fb2c195e35ef05de12f0c878c07fc91c270eb3d6e41698c3bcc"},
- {file = "kiwisolver-1.4.7-cp310-cp310-win_amd64.whl", hash = "sha256:44756f9fd339de0fb6ee4f8c1696cfd19b2422e0d70b4cefc1cc7f1f64045a8c"},
- {file = "kiwisolver-1.4.7-cp310-cp310-win_arm64.whl", hash = "sha256:78a42513018c41c2ffd262eb676442315cbfe3c44eed82385c2ed043bc63210a"},
- {file = "kiwisolver-1.4.7-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:d2b0e12a42fb4e72d509fc994713d099cbb15ebf1103545e8a45f14da2dfca54"},
- {file = "kiwisolver-1.4.7-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:2a8781ac3edc42ea4b90bc23e7d37b665d89423818e26eb6df90698aa2287c95"},
- {file = "kiwisolver-1.4.7-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:46707a10836894b559e04b0fd143e343945c97fd170d69a2d26d640b4e297935"},
- {file = "kiwisolver-1.4.7-cp311-cp311-manylinux_2_12_i686.manylinux2010_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:ef97b8df011141c9b0f6caf23b29379f87dd13183c978a30a3c546d2c47314cb"},
- {file = "kiwisolver-1.4.7-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:3ab58c12a2cd0fc769089e6d38466c46d7f76aced0a1f54c77652446733d2d02"},
- {file = "kiwisolver-1.4.7-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:803b8e1459341c1bb56d1c5c010406d5edec8a0713a0945851290a7930679b51"},
- {file = "kiwisolver-1.4.7-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:f9a9e8a507420fe35992ee9ecb302dab68550dedc0da9e2880dd88071c5fb052"},
- {file = "kiwisolver-1.4.7-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:18077b53dc3bb490e330669a99920c5e6a496889ae8c63b58fbc57c3d7f33a18"},
- {file = "kiwisolver-1.4.7-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:6af936f79086a89b3680a280c47ea90b4df7047b5bdf3aa5c524bbedddb9e545"},
- {file = "kiwisolver-1.4.7-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:3abc5b19d24af4b77d1598a585b8a719beb8569a71568b66f4ebe1fb0449460b"},
- {file = "kiwisolver-1.4.7-cp311-cp311-musllinux_1_2_ppc64le.whl", hash = "sha256:933d4de052939d90afbe6e9d5273ae05fb836cc86c15b686edd4b3560cc0ee36"},
- {file = "kiwisolver-1.4.7-cp311-cp311-musllinux_1_2_s390x.whl", hash = "sha256:65e720d2ab2b53f1f72fb5da5fb477455905ce2c88aaa671ff0a447c2c80e8e3"},
- {file = "kiwisolver-1.4.7-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:3bf1ed55088f214ba6427484c59553123fdd9b218a42bbc8c6496d6754b1e523"},
- {file = "kiwisolver-1.4.7-cp311-cp311-win32.whl", hash = "sha256:4c00336b9dd5ad96d0a558fd18a8b6f711b7449acce4c157e7343ba92dd0cf3d"},
- {file = "kiwisolver-1.4.7-cp311-cp311-win_amd64.whl", hash = "sha256:929e294c1ac1e9f615c62a4e4313ca1823ba37326c164ec720a803287c4c499b"},
- {file = "kiwisolver-1.4.7-cp311-cp311-win_arm64.whl", hash = "sha256:e33e8fbd440c917106b237ef1a2f1449dfbb9b6f6e1ce17c94cd6a1e0d438376"},
- {file = "kiwisolver-1.4.7-cp312-cp312-macosx_10_9_universal2.whl", hash = "sha256:5360cc32706dab3931f738d3079652d20982511f7c0ac5711483e6eab08efff2"},
- {file = "kiwisolver-1.4.7-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:942216596dc64ddb25adb215c3c783215b23626f8d84e8eff8d6d45c3f29f75a"},
- {file = "kiwisolver-1.4.7-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:48b571ecd8bae15702e4f22d3ff6a0f13e54d3d00cd25216d5e7f658242065ee"},
- {file = "kiwisolver-1.4.7-cp312-cp312-manylinux_2_12_i686.manylinux2010_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:ad42ba922c67c5f219097b28fae965e10045ddf145d2928bfac2eb2e17673640"},
- {file = "kiwisolver-1.4.7-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:612a10bdae23404a72941a0fc8fa2660c6ea1217c4ce0dbcab8a8f6543ea9e7f"},
- {file = "kiwisolver-1.4.7-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:9e838bba3a3bac0fe06d849d29772eb1afb9745a59710762e4ba3f4cb8424483"},
- {file = "kiwisolver-1.4.7-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:22f499f6157236c19f4bbbd472fa55b063db77a16cd74d49afe28992dff8c258"},
- {file = "kiwisolver-1.4.7-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:693902d433cf585133699972b6d7c42a8b9f8f826ebcaf0132ff55200afc599e"},
- {file = "kiwisolver-1.4.7-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:4e77f2126c3e0b0d055f44513ed349038ac180371ed9b52fe96a32aa071a5107"},
- {file = "kiwisolver-1.4.7-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:657a05857bda581c3656bfc3b20e353c232e9193eb167766ad2dc58b56504948"},
- {file = "kiwisolver-1.4.7-cp312-cp312-musllinux_1_2_ppc64le.whl", hash = "sha256:4bfa75a048c056a411f9705856abfc872558e33c055d80af6a380e3658766038"},
- {file = "kiwisolver-1.4.7-cp312-cp312-musllinux_1_2_s390x.whl", hash = "sha256:34ea1de54beef1c104422d210c47c7d2a4999bdecf42c7b5718fbe59a4cac383"},
- {file = "kiwisolver-1.4.7-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:90da3b5f694b85231cf93586dad5e90e2d71b9428f9aad96952c99055582f520"},
- {file = "kiwisolver-1.4.7-cp312-cp312-win32.whl", hash = "sha256:18e0cca3e008e17fe9b164b55735a325140a5a35faad8de92dd80265cd5eb80b"},
- {file = "kiwisolver-1.4.7-cp312-cp312-win_amd64.whl", hash = "sha256:58cb20602b18f86f83a5c87d3ee1c766a79c0d452f8def86d925e6c60fbf7bfb"},
- {file = "kiwisolver-1.4.7-cp312-cp312-win_arm64.whl", hash = "sha256:f5a8b53bdc0b3961f8b6125e198617c40aeed638b387913bf1ce78afb1b0be2a"},
- {file = "kiwisolver-1.4.7-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:2e6039dcbe79a8e0f044f1c39db1986a1b8071051efba3ee4d74f5b365f5226e"},
- {file = "kiwisolver-1.4.7-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:a1ecf0ac1c518487d9d23b1cd7139a6a65bc460cd101ab01f1be82ecf09794b6"},
- {file = "kiwisolver-1.4.7-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:7ab9ccab2b5bd5702ab0803676a580fffa2aa178c2badc5557a84cc943fcf750"},
- {file = "kiwisolver-1.4.7-cp313-cp313-manylinux_2_12_i686.manylinux2010_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:f816dd2277f8d63d79f9c8473a79fe54047bc0467754962840782c575522224d"},
- {file = "kiwisolver-1.4.7-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:cf8bcc23ceb5a1b624572a1623b9f79d2c3b337c8c455405ef231933a10da379"},
- {file = "kiwisolver-1.4.7-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:dea0bf229319828467d7fca8c7c189780aa9ff679c94539eed7532ebe33ed37c"},
- {file = "kiwisolver-1.4.7-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:7c06a4c7cf15ec739ce0e5971b26c93638730090add60e183530d70848ebdd34"},
- {file = "kiwisolver-1.4.7-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:913983ad2deb14e66d83c28b632fd35ba2b825031f2fa4ca29675e665dfecbe1"},
- {file = "kiwisolver-1.4.7-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:5337ec7809bcd0f424c6b705ecf97941c46279cf5ed92311782c7c9c2026f07f"},
- {file = "kiwisolver-1.4.7-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:4c26ed10c4f6fa6ddb329a5120ba3b6db349ca192ae211e882970bfc9d91420b"},
- {file = "kiwisolver-1.4.7-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:c619b101e6de2222c1fcb0531e1b17bbffbe54294bfba43ea0d411d428618c27"},
- {file = "kiwisolver-1.4.7-cp313-cp313-musllinux_1_2_s390x.whl", hash = "sha256:073a36c8273647592ea332e816e75ef8da5c303236ec0167196793eb1e34657a"},
- {file = "kiwisolver-1.4.7-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:3ce6b2b0231bda412463e152fc18335ba32faf4e8c23a754ad50ffa70e4091ee"},
- {file = "kiwisolver-1.4.7-cp313-cp313-win32.whl", hash = "sha256:f4c9aee212bc89d4e13f58be11a56cc8036cabad119259d12ace14b34476fd07"},
- {file = "kiwisolver-1.4.7-cp313-cp313-win_amd64.whl", hash = "sha256:8a3ec5aa8e38fc4c8af308917ce12c536f1c88452ce554027e55b22cbbfbff76"},
- {file = "kiwisolver-1.4.7-cp313-cp313-win_arm64.whl", hash = "sha256:76c8094ac20ec259471ac53e774623eb62e6e1f56cd8690c67ce6ce4fcb05650"},
- {file = "kiwisolver-1.4.7-cp38-cp38-macosx_10_9_universal2.whl", hash = "sha256:5d5abf8f8ec1f4e22882273c423e16cae834c36856cac348cfbfa68e01c40f3a"},
- {file = "kiwisolver-1.4.7-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:aeb3531b196ef6f11776c21674dba836aeea9d5bd1cf630f869e3d90b16cfade"},
- {file = "kiwisolver-1.4.7-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:b7d755065e4e866a8086c9bdada157133ff466476a2ad7861828e17b6026e22c"},
- {file = "kiwisolver-1.4.7-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:08471d4d86cbaec61f86b217dd938a83d85e03785f51121e791a6e6689a3be95"},
- {file = "kiwisolver-1.4.7-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:7bbfcb7165ce3d54a3dfbe731e470f65739c4c1f85bb1018ee912bae139e263b"},
- {file = "kiwisolver-1.4.7-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:5d34eb8494bea691a1a450141ebb5385e4b69d38bb8403b5146ad279f4b30fa3"},
- {file = "kiwisolver-1.4.7-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:9242795d174daa40105c1d86aba618e8eab7bf96ba8c3ee614da8302a9f95503"},
- {file = "kiwisolver-1.4.7-cp38-cp38-manylinux_2_5_x86_64.manylinux1_x86_64.whl", hash = "sha256:a0f64a48bb81af7450e641e3fe0b0394d7381e342805479178b3d335d60ca7cf"},
- {file = "kiwisolver-1.4.7-cp38-cp38-musllinux_1_2_aarch64.whl", hash = "sha256:8e045731a5416357638d1700927529e2b8ab304811671f665b225f8bf8d8f933"},
- {file = "kiwisolver-1.4.7-cp38-cp38-musllinux_1_2_i686.whl", hash = "sha256:4322872d5772cae7369f8351da1edf255a604ea7087fe295411397d0cfd9655e"},
- {file = "kiwisolver-1.4.7-cp38-cp38-musllinux_1_2_ppc64le.whl", hash = "sha256:e1631290ee9271dffe3062d2634c3ecac02c83890ada077d225e081aca8aab89"},
- {file = "kiwisolver-1.4.7-cp38-cp38-musllinux_1_2_s390x.whl", hash = "sha256:edcfc407e4eb17e037bca59be0e85a2031a2ac87e4fed26d3e9df88b4165f92d"},
- {file = "kiwisolver-1.4.7-cp38-cp38-musllinux_1_2_x86_64.whl", hash = "sha256:4d05d81ecb47d11e7f8932bd8b61b720bf0b41199358f3f5e36d38e28f0532c5"},
- {file = "kiwisolver-1.4.7-cp38-cp38-win32.whl", hash = "sha256:b38ac83d5f04b15e515fd86f312479d950d05ce2368d5413d46c088dda7de90a"},
- {file = "kiwisolver-1.4.7-cp38-cp38-win_amd64.whl", hash = "sha256:d83db7cde68459fc803052a55ace60bea2bae361fc3b7a6d5da07e11954e4b09"},
- {file = "kiwisolver-1.4.7-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:3f9362ecfca44c863569d3d3c033dbe8ba452ff8eed6f6b5806382741a1334bd"},
- {file = "kiwisolver-1.4.7-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:e8df2eb9b2bac43ef8b082e06f750350fbbaf2887534a5be97f6cf07b19d9583"},
- {file = "kiwisolver-1.4.7-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:f32d6edbc638cde7652bd690c3e728b25332acbadd7cad670cc4a02558d9c417"},
- {file = "kiwisolver-1.4.7-cp39-cp39-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:e2e6c39bd7b9372b0be21456caab138e8e69cc0fc1190a9dfa92bd45a1e6e904"},
- {file = "kiwisolver-1.4.7-cp39-cp39-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:dda56c24d869b1193fcc763f1284b9126550eaf84b88bbc7256e15028f19188a"},
- {file = "kiwisolver-1.4.7-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:79849239c39b5e1fd906556c474d9b0439ea6792b637511f3fe3a41158d89ca8"},
- {file = "kiwisolver-1.4.7-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:5e3bc157fed2a4c02ec468de4ecd12a6e22818d4f09cde2c31ee3226ffbefab2"},
- {file = "kiwisolver-1.4.7-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:3da53da805b71e41053dc670f9a820d1157aae77b6b944e08024d17bcd51ef88"},
- {file = "kiwisolver-1.4.7-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:8705f17dfeb43139a692298cb6637ee2e59c0194538153e83e9ee0c75c2eddde"},
- {file = "kiwisolver-1.4.7-cp39-cp39-musllinux_1_2_i686.whl", hash = "sha256:82a5c2f4b87c26bb1a0ef3d16b5c4753434633b83d365cc0ddf2770c93829e3c"},
- {file = "kiwisolver-1.4.7-cp39-cp39-musllinux_1_2_ppc64le.whl", hash = "sha256:ce8be0466f4c0d585cdb6c1e2ed07232221df101a4c6f28821d2aa754ca2d9e2"},
- {file = "kiwisolver-1.4.7-cp39-cp39-musllinux_1_2_s390x.whl", hash = "sha256:409afdfe1e2e90e6ee7fc896f3df9a7fec8e793e58bfa0d052c8a82f99c37abb"},
- {file = "kiwisolver-1.4.7-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:5b9c3f4ee0b9a439d2415012bd1b1cc2df59e4d6a9939f4d669241d30b414327"},
- {file = "kiwisolver-1.4.7-cp39-cp39-win32.whl", hash = "sha256:a79ae34384df2b615eefca647a2873842ac3b596418032bef9a7283675962644"},
- {file = "kiwisolver-1.4.7-cp39-cp39-win_amd64.whl", hash = "sha256:cf0438b42121a66a3a667de17e779330fc0f20b0d97d59d2f2121e182b0505e4"},
- {file = "kiwisolver-1.4.7-cp39-cp39-win_arm64.whl", hash = "sha256:764202cc7e70f767dab49e8df52c7455e8de0df5d858fa801a11aa0d882ccf3f"},
- {file = "kiwisolver-1.4.7-pp310-pypy310_pp73-macosx_10_15_x86_64.whl", hash = "sha256:94252291e3fe68001b1dd747b4c0b3be12582839b95ad4d1b641924d68fd4643"},
- {file = "kiwisolver-1.4.7-pp310-pypy310_pp73-macosx_11_0_arm64.whl", hash = "sha256:5b7dfa3b546da08a9f622bb6becdb14b3e24aaa30adba66749d38f3cc7ea9706"},
- {file = "kiwisolver-1.4.7-pp310-pypy310_pp73-manylinux_2_12_i686.manylinux2010_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:bd3de6481f4ed8b734da5df134cd5a6a64fe32124fe83dde1e5b5f29fe30b1e6"},
- {file = "kiwisolver-1.4.7-pp310-pypy310_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a91b5f9f1205845d488c928e8570dcb62b893372f63b8b6e98b863ebd2368ff2"},
- {file = "kiwisolver-1.4.7-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:40fa14dbd66b8b8f470d5fc79c089a66185619d31645f9b0773b88b19f7223c4"},
- {file = "kiwisolver-1.4.7-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:eb542fe7933aa09d8d8f9d9097ef37532a7df6497819d16efe4359890a2f417a"},
- {file = "kiwisolver-1.4.7-pp38-pypy38_pp73-macosx_10_9_x86_64.whl", hash = "sha256:bfa1acfa0c54932d5607e19a2c24646fb4c1ae2694437789129cf099789a3b00"},
- {file = "kiwisolver-1.4.7-pp38-pypy38_pp73-macosx_11_0_arm64.whl", hash = "sha256:eee3ea935c3d227d49b4eb85660ff631556841f6e567f0f7bda972df6c2c9935"},
- {file = "kiwisolver-1.4.7-pp38-pypy38_pp73-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:f3160309af4396e0ed04db259c3ccbfdc3621b5559b5453075e5de555e1f3a1b"},
- {file = "kiwisolver-1.4.7-pp38-pypy38_pp73-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:a17f6a29cf8935e587cc8a4dbfc8368c55edc645283db0ce9801016f83526c2d"},
- {file = "kiwisolver-1.4.7-pp38-pypy38_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:10849fb2c1ecbfae45a693c070e0320a91b35dd4bcf58172c023b994283a124d"},
- {file = "kiwisolver-1.4.7-pp38-pypy38_pp73-win_amd64.whl", hash = "sha256:ac542bf38a8a4be2dc6b15248d36315ccc65f0743f7b1a76688ffb6b5129a5c2"},
- {file = "kiwisolver-1.4.7-pp39-pypy39_pp73-macosx_10_15_x86_64.whl", hash = "sha256:8b01aac285f91ca889c800042c35ad3b239e704b150cfd3382adfc9dcc780e39"},
- {file = "kiwisolver-1.4.7-pp39-pypy39_pp73-macosx_11_0_arm64.whl", hash = "sha256:48be928f59a1f5c8207154f935334d374e79f2b5d212826307d072595ad76a2e"},
- {file = "kiwisolver-1.4.7-pp39-pypy39_pp73-manylinux_2_12_i686.manylinux2010_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:f37cfe618a117e50d8c240555331160d73d0411422b59b5ee217843d7b693608"},
- {file = "kiwisolver-1.4.7-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:599b5c873c63a1f6ed7eead644a8a380cfbdf5db91dcb6f85707aaab213b1674"},
- {file = "kiwisolver-1.4.7-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:801fa7802e5cfabe3ab0c81a34c323a319b097dfb5004be950482d882f3d7225"},
- {file = "kiwisolver-1.4.7-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:0c6c43471bc764fad4bc99c5c2d6d16a676b1abf844ca7c8702bdae92df01ee0"},
- {file = "kiwisolver-1.4.7.tar.gz", hash = "sha256:9893ff81bd7107f7b685d3017cc6583daadb4fc26e4a888350df530e41980a60"},
+python-versions = ">=3.10"
+groups = ["main"]
+files = [
+ {file = "kiwisolver-1.4.9-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:b4b4d74bda2b8ebf4da5bd42af11d02d04428b2c32846e4c2c93219df8a7987b"},
+ {file = "kiwisolver-1.4.9-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:fb3b8132019ea572f4611d770991000d7f58127560c4889729248eb5852a102f"},
+ {file = "kiwisolver-1.4.9-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:84fd60810829c27ae375114cd379da1fa65e6918e1da405f356a775d49a62bcf"},
+ {file = "kiwisolver-1.4.9-cp310-cp310-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:b78efa4c6e804ecdf727e580dbb9cba85624d2e1c6b5cb059c66290063bd99a9"},
+ {file = "kiwisolver-1.4.9-cp310-cp310-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:d4efec7bcf21671db6a3294ff301d2fc861c31faa3c8740d1a94689234d1b415"},
+ {file = "kiwisolver-1.4.9-cp310-cp310-manylinux_2_24_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:90f47e70293fc3688b71271100a1a5453aa9944a81d27ff779c108372cf5567b"},
+ {file = "kiwisolver-1.4.9-cp310-cp310-manylinux_2_24_s390x.manylinux_2_28_s390x.whl", hash = "sha256:8fdca1def57a2e88ef339de1737a1449d6dbf5fab184c54a1fca01d541317154"},
+ {file = "kiwisolver-1.4.9-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:9cf554f21be770f5111a1690d42313e140355e687e05cf82cb23d0a721a64a48"},
+ {file = "kiwisolver-1.4.9-cp310-cp310-musllinux_1_2_ppc64le.whl", hash = "sha256:fc1795ac5cd0510207482c3d1d3ed781143383b8cfd36f5c645f3897ce066220"},
+ {file = "kiwisolver-1.4.9-cp310-cp310-musllinux_1_2_s390x.whl", hash = "sha256:ccd09f20ccdbbd341b21a67ab50a119b64a403b09288c27481575105283c1586"},
+ {file = "kiwisolver-1.4.9-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:540c7c72324d864406a009d72f5d6856f49693db95d1fbb46cf86febef873634"},
+ {file = "kiwisolver-1.4.9-cp310-cp310-win_amd64.whl", hash = "sha256:ede8c6d533bc6601a47ad4046080d36b8fc99f81e6f1c17b0ac3c2dc91ac7611"},
+ {file = "kiwisolver-1.4.9-cp310-cp310-win_arm64.whl", hash = "sha256:7b4da0d01ac866a57dd61ac258c5607b4cd677f63abaec7b148354d2b2cdd536"},
+ {file = "kiwisolver-1.4.9-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:eb14a5da6dc7642b0f3a18f13654847cd8b7a2550e2645a5bda677862b03ba16"},
+ {file = "kiwisolver-1.4.9-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:39a219e1c81ae3b103643d2aedb90f1ef22650deb266ff12a19e7773f3e5f089"},
+ {file = "kiwisolver-1.4.9-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:2405a7d98604b87f3fc28b1716783534b1b4b8510d8142adca34ee0bc3c87543"},
+ {file = "kiwisolver-1.4.9-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:dc1ae486f9abcef254b5618dfb4113dd49f94c68e3e027d03cf0143f3f772b61"},
+ {file = "kiwisolver-1.4.9-cp311-cp311-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:8a1f570ce4d62d718dce3f179ee78dac3b545ac16c0c04bb363b7607a949c0d1"},
+ {file = "kiwisolver-1.4.9-cp311-cp311-manylinux_2_24_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:cb27e7b78d716c591e88e0a09a2139c6577865d7f2e152488c2cc6257f460872"},
+ {file = "kiwisolver-1.4.9-cp311-cp311-manylinux_2_24_s390x.manylinux_2_28_s390x.whl", hash = "sha256:15163165efc2f627eb9687ea5f3a28137217d217ac4024893d753f46bce9de26"},
+ {file = "kiwisolver-1.4.9-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:bdee92c56a71d2b24c33a7d4c2856bd6419d017e08caa7802d2963870e315028"},
+ {file = "kiwisolver-1.4.9-cp311-cp311-musllinux_1_2_ppc64le.whl", hash = "sha256:412f287c55a6f54b0650bd9b6dce5aceddb95864a1a90c87af16979d37c89771"},
+ {file = "kiwisolver-1.4.9-cp311-cp311-musllinux_1_2_s390x.whl", hash = "sha256:2c93f00dcba2eea70af2be5f11a830a742fe6b579a1d4e00f47760ef13be247a"},
+ {file = "kiwisolver-1.4.9-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:f117e1a089d9411663a3207ba874f31be9ac8eaa5b533787024dc07aeb74f464"},
+ {file = "kiwisolver-1.4.9-cp311-cp311-win_amd64.whl", hash = "sha256:be6a04e6c79819c9a8c2373317d19a96048e5a3f90bec587787e86a1153883c2"},
+ {file = "kiwisolver-1.4.9-cp311-cp311-win_arm64.whl", hash = "sha256:0ae37737256ba2de764ddc12aed4956460277f00c4996d51a197e72f62f5eec7"},
+ {file = "kiwisolver-1.4.9-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:ac5a486ac389dddcc5bef4f365b6ae3ffff2c433324fb38dd35e3fab7c957999"},
+ {file = "kiwisolver-1.4.9-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:f2ba92255faa7309d06fe44c3a4a97efe1c8d640c2a79a5ef728b685762a6fd2"},
+ {file = "kiwisolver-1.4.9-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:4a2899935e724dd1074cb568ce7ac0dce28b2cd6ab539c8e001a8578eb106d14"},
+ {file = "kiwisolver-1.4.9-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:f6008a4919fdbc0b0097089f67a1eb55d950ed7e90ce2cc3e640abadd2757a04"},
+ {file = "kiwisolver-1.4.9-cp312-cp312-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:67bb8b474b4181770f926f7b7d2f8c0248cbcb78b660fdd41a47054b28d2a752"},
+ {file = "kiwisolver-1.4.9-cp312-cp312-manylinux_2_24_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:2327a4a30d3ee07d2fbe2e7933e8a37c591663b96ce42a00bc67461a87d7df77"},
+ {file = "kiwisolver-1.4.9-cp312-cp312-manylinux_2_24_s390x.manylinux_2_28_s390x.whl", hash = "sha256:7a08b491ec91b1d5053ac177afe5290adacf1f0f6307d771ccac5de30592d198"},
+ {file = "kiwisolver-1.4.9-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:d8fc5c867c22b828001b6a38d2eaeb88160bf5783c6cb4a5e440efc981ce286d"},
+ {file = "kiwisolver-1.4.9-cp312-cp312-musllinux_1_2_ppc64le.whl", hash = "sha256:3b3115b2581ea35bb6d1f24a4c90af37e5d9b49dcff267eeed14c3893c5b86ab"},
+ {file = "kiwisolver-1.4.9-cp312-cp312-musllinux_1_2_s390x.whl", hash = "sha256:858e4c22fb075920b96a291928cb7dea5644e94c0ee4fcd5af7e865655e4ccf2"},
+ {file = "kiwisolver-1.4.9-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:ed0fecd28cc62c54b262e3736f8bb2512d8dcfdc2bcf08be5f47f96bf405b145"},
+ {file = "kiwisolver-1.4.9-cp312-cp312-win_amd64.whl", hash = "sha256:f68208a520c3d86ea51acf688a3e3002615a7f0238002cccc17affecc86a8a54"},
+ {file = "kiwisolver-1.4.9-cp312-cp312-win_arm64.whl", hash = "sha256:2c1a4f57df73965f3f14df20b80ee29e6a7930a57d2d9e8491a25f676e197c60"},
+ {file = "kiwisolver-1.4.9-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:a5d0432ccf1c7ab14f9949eec60c5d1f924f17c037e9f8b33352fa05799359b8"},
+ {file = "kiwisolver-1.4.9-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:efb3a45b35622bb6c16dbfab491a8f5a391fe0e9d45ef32f4df85658232ca0e2"},
+ {file = "kiwisolver-1.4.9-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:1a12cf6398e8a0a001a059747a1cbf24705e18fe413bc22de7b3d15c67cffe3f"},
+ {file = "kiwisolver-1.4.9-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:b67e6efbf68e077dd71d1a6b37e43e1a99d0bff1a3d51867d45ee8908b931098"},
+ {file = "kiwisolver-1.4.9-cp313-cp313-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:5656aa670507437af0207645273ccdfee4f14bacd7f7c67a4306d0dcaeaf6eed"},
+ {file = "kiwisolver-1.4.9-cp313-cp313-manylinux_2_24_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:bfc08add558155345129c7803b3671cf195e6a56e7a12f3dde7c57d9b417f525"},
+ {file = "kiwisolver-1.4.9-cp313-cp313-manylinux_2_24_s390x.manylinux_2_28_s390x.whl", hash = "sha256:40092754720b174e6ccf9e845d0d8c7d8e12c3d71e7fc35f55f3813e96376f78"},
+ {file = "kiwisolver-1.4.9-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:497d05f29a1300d14e02e6441cf0f5ee81c1ff5a304b0d9fb77423974684e08b"},
+ {file = "kiwisolver-1.4.9-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:bdd1a81a1860476eb41ac4bc1e07b3f07259e6d55bbf739b79c8aaedcf512799"},
+ {file = "kiwisolver-1.4.9-cp313-cp313-musllinux_1_2_s390x.whl", hash = "sha256:e6b93f13371d341afee3be9f7c5964e3fe61d5fa30f6a30eb49856935dfe4fc3"},
+ {file = "kiwisolver-1.4.9-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:d75aa530ccfaa593da12834b86a0724f58bff12706659baa9227c2ccaa06264c"},
+ {file = "kiwisolver-1.4.9-cp313-cp313-win_amd64.whl", hash = "sha256:dd0a578400839256df88c16abddf9ba14813ec5f21362e1fe65022e00c883d4d"},
+ {file = "kiwisolver-1.4.9-cp313-cp313-win_arm64.whl", hash = "sha256:d4188e73af84ca82468f09cadc5ac4db578109e52acb4518d8154698d3a87ca2"},
+ {file = "kiwisolver-1.4.9-cp313-cp313t-macosx_10_13_universal2.whl", hash = "sha256:5a0f2724dfd4e3b3ac5a82436a8e6fd16baa7d507117e4279b660fe8ca38a3a1"},
+ {file = "kiwisolver-1.4.9-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:1b11d6a633e4ed84fc0ddafd4ebfd8ea49b3f25082c04ad12b8315c11d504dc1"},
+ {file = "kiwisolver-1.4.9-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:61874cdb0a36016354853593cffc38e56fc9ca5aa97d2c05d3dcf6922cd55a11"},
+ {file = "kiwisolver-1.4.9-cp313-cp313t-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:60c439763a969a6af93b4881db0eed8fadf93ee98e18cbc35bc8da868d0c4f0c"},
+ {file = "kiwisolver-1.4.9-cp313-cp313t-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:92a2f997387a1b79a75e7803aa7ded2cfbe2823852ccf1ba3bcf613b62ae3197"},
+ {file = "kiwisolver-1.4.9-cp313-cp313t-manylinux_2_24_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:a31d512c812daea6d8b3be3b2bfcbeb091dbb09177706569bcfc6240dcf8b41c"},
+ {file = "kiwisolver-1.4.9-cp313-cp313t-manylinux_2_24_s390x.manylinux_2_28_s390x.whl", hash = "sha256:52a15b0f35dad39862d376df10c5230155243a2c1a436e39eb55623ccbd68185"},
+ {file = "kiwisolver-1.4.9-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:a30fd6fdef1430fd9e1ba7b3398b5ee4e2887783917a687d86ba69985fb08748"},
+ {file = "kiwisolver-1.4.9-cp313-cp313t-musllinux_1_2_ppc64le.whl", hash = "sha256:cc9617b46837c6468197b5945e196ee9ca43057bb7d9d1ae688101e4e1dddf64"},
+ {file = "kiwisolver-1.4.9-cp313-cp313t-musllinux_1_2_s390x.whl", hash = "sha256:0ab74e19f6a2b027ea4f845a78827969af45ce790e6cb3e1ebab71bdf9f215ff"},
+ {file = "kiwisolver-1.4.9-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:dba5ee5d3981160c28d5490f0d1b7ed730c22470ff7f6cc26cfcfaacb9896a07"},
+ {file = "kiwisolver-1.4.9-cp313-cp313t-win_arm64.whl", hash = "sha256:0749fd8f4218ad2e851e11cc4dc05c7cbc0cbc4267bdfdb31782e65aace4ee9c"},
+ {file = "kiwisolver-1.4.9-cp314-cp314-macosx_10_13_universal2.whl", hash = "sha256:9928fe1eb816d11ae170885a74d074f57af3a0d65777ca47e9aeb854a1fba386"},
+ {file = "kiwisolver-1.4.9-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:d0005b053977e7b43388ddec89fa567f43d4f6d5c2c0affe57de5ebf290dc552"},
+ {file = "kiwisolver-1.4.9-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:2635d352d67458b66fd0667c14cb1d4145e9560d503219034a18a87e971ce4f3"},
+ {file = "kiwisolver-1.4.9-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:767c23ad1c58c9e827b649a9ab7809fd5fd9db266a9cf02b0e926ddc2c680d58"},
+ {file = "kiwisolver-1.4.9-cp314-cp314-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:72d0eb9fba308b8311685c2268cf7d0a0639a6cd027d8128659f72bdd8a024b4"},
+ {file = "kiwisolver-1.4.9-cp314-cp314-manylinux_2_24_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:f68e4f3eeca8fb22cc3d731f9715a13b652795ef657a13df1ad0c7dc0e9731df"},
+ {file = "kiwisolver-1.4.9-cp314-cp314-manylinux_2_24_s390x.manylinux_2_28_s390x.whl", hash = "sha256:d84cd4061ae292d8ac367b2c3fa3aad11cb8625a95d135fe93f286f914f3f5a6"},
+ {file = "kiwisolver-1.4.9-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:a60ea74330b91bd22a29638940d115df9dc00af5035a9a2a6ad9399ffb4ceca5"},
+ {file = "kiwisolver-1.4.9-cp314-cp314-musllinux_1_2_ppc64le.whl", hash = "sha256:ce6a3a4e106cf35c2d9c4fa17c05ce0b180db622736845d4315519397a77beaf"},
+ {file = "kiwisolver-1.4.9-cp314-cp314-musllinux_1_2_s390x.whl", hash = "sha256:77937e5e2a38a7b48eef0585114fe7930346993a88060d0bf886086d2aa49ef5"},
+ {file = "kiwisolver-1.4.9-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:24c175051354f4a28c5d6a31c93906dc653e2bf234e8a4bbfb964892078898ce"},
+ {file = "kiwisolver-1.4.9-cp314-cp314-win_amd64.whl", hash = "sha256:0763515d4df10edf6d06a3c19734e2566368980d21ebec439f33f9eb936c07b7"},
+ {file = "kiwisolver-1.4.9-cp314-cp314-win_arm64.whl", hash = "sha256:0e4e2bf29574a6a7b7f6cb5fa69293b9f96c928949ac4a53ba3f525dffb87f9c"},
+ {file = "kiwisolver-1.4.9-cp314-cp314t-macosx_10_13_universal2.whl", hash = "sha256:d976bbb382b202f71c67f77b0ac11244021cfa3f7dfd9e562eefcea2df711548"},
+ {file = "kiwisolver-1.4.9-cp314-cp314t-macosx_10_13_x86_64.whl", hash = "sha256:2489e4e5d7ef9a1c300a5e0196e43d9c739f066ef23270607d45aba368b91f2d"},
+ {file = "kiwisolver-1.4.9-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:e2ea9f7ab7fbf18fffb1b5434ce7c69a07582f7acc7717720f1d69f3e806f90c"},
+ {file = "kiwisolver-1.4.9-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:b34e51affded8faee0dfdb705416153819d8ea9250bbbf7ea1b249bdeb5f1122"},
+ {file = "kiwisolver-1.4.9-cp314-cp314t-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:d8aacd3d4b33b772542b2e01beb50187536967b514b00003bdda7589722d2a64"},
+ {file = "kiwisolver-1.4.9-cp314-cp314t-manylinux_2_24_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:7cf974dd4e35fa315563ac99d6287a1024e4dc2077b8a7d7cd3d2fb65d283134"},
+ {file = "kiwisolver-1.4.9-cp314-cp314t-manylinux_2_24_s390x.manylinux_2_28_s390x.whl", hash = "sha256:85bd218b5ecfbee8c8a82e121802dcb519a86044c9c3b2e4aef02fa05c6da370"},
+ {file = "kiwisolver-1.4.9-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:0856e241c2d3df4efef7c04a1e46b1936b6120c9bcf36dd216e3acd84bc4fb21"},
+ {file = "kiwisolver-1.4.9-cp314-cp314t-musllinux_1_2_ppc64le.whl", hash = "sha256:9af39d6551f97d31a4deebeac6f45b156f9755ddc59c07b402c148f5dbb6482a"},
+ {file = "kiwisolver-1.4.9-cp314-cp314t-musllinux_1_2_s390x.whl", hash = "sha256:bb4ae2b57fc1d8cbd1cf7b1d9913803681ffa903e7488012be5b76dedf49297f"},
+ {file = "kiwisolver-1.4.9-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:aedff62918805fb62d43a4aa2ecd4482c380dc76cd31bd7c8878588a61bd0369"},
+ {file = "kiwisolver-1.4.9-cp314-cp314t-win_amd64.whl", hash = "sha256:1fa333e8b2ce4d9660f2cda9c0e1b6bafcfb2457a9d259faa82289e73ec24891"},
+ {file = "kiwisolver-1.4.9-cp314-cp314t-win_arm64.whl", hash = "sha256:4a48a2ce79d65d363597ef7b567ce3d14d68783d2b2263d98db3d9477805ba32"},
+ {file = "kiwisolver-1.4.9-pp310-pypy310_pp73-macosx_10_15_x86_64.whl", hash = "sha256:4d1d9e582ad4d63062d34077a9a1e9f3c34088a2ec5135b1f7190c07cf366527"},
+ {file = "kiwisolver-1.4.9-pp310-pypy310_pp73-macosx_11_0_arm64.whl", hash = "sha256:deed0c7258ceb4c44ad5ec7d9918f9f14fd05b2be86378d86cf50e63d1e7b771"},
+ {file = "kiwisolver-1.4.9-pp310-pypy310_pp73-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:0a590506f303f512dff6b7f75fd2fd18e16943efee932008fe7140e5fa91d80e"},
+ {file = "kiwisolver-1.4.9-pp310-pypy310_pp73-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:e09c2279a4d01f099f52d5c4b3d9e208e91edcbd1a175c9662a8b16e000fece9"},
+ {file = "kiwisolver-1.4.9-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:c9e7cdf45d594ee04d5be1b24dd9d49f3d1590959b2271fb30b5ca2b262c00fb"},
+ {file = "kiwisolver-1.4.9-pp311-pypy311_pp73-macosx_10_15_x86_64.whl", hash = "sha256:720e05574713db64c356e86732c0f3c5252818d05f9df320f0ad8380641acea5"},
+ {file = "kiwisolver-1.4.9-pp311-pypy311_pp73-macosx_11_0_arm64.whl", hash = "sha256:17680d737d5335b552994a2008fab4c851bcd7de33094a82067ef3a576ff02fa"},
+ {file = "kiwisolver-1.4.9-pp311-pypy311_pp73-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:85b5352f94e490c028926ea567fc569c52ec79ce131dadb968d3853e809518c2"},
+ {file = "kiwisolver-1.4.9-pp311-pypy311_pp73-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:464415881e4801295659462c49461a24fb107c140de781d55518c4b80cb6790f"},
+ {file = "kiwisolver-1.4.9-pp311-pypy311_pp73-win_amd64.whl", hash = "sha256:fb940820c63a9590d31d88b815e7a3aa5915cad3ce735ab45f0c730b39547de1"},
+ {file = "kiwisolver-1.4.9.tar.gz", hash = "sha256:c3b22c26c6fd6811b0ae8363b95ca8ce4ea3c202d3d0975b2914310ceb1bcc4d"},
]
[[package]]
@@ -918,23 +838,45 @@ source = ["Cython (>=3.0.11,<3.1.0)"]
[[package]]
name = "markdown"
-version = "3.8.1"
+version = "3.9"
description = "Python implementation of John Gruber's Markdown."
optional = false
python-versions = ">=3.9"
groups = ["main"]
files = [
- {file = "markdown-3.8.1-py3-none-any.whl", hash = "sha256:46cc0c0f1e5211ab2e9d453582f0b28a1bfaf058a9f7d5c50386b99b588d8811"},
- {file = "markdown-3.8.1.tar.gz", hash = "sha256:a2e2f01cead4828ee74ecca9623045f62216aef2212a7685d6eb9163f590b8c1"},
+ {file = "markdown-3.9-py3-none-any.whl", hash = "sha256:9f4d91ed810864ea88a6f32c07ba8bee1346c0cc1f6b1f9f6c822f2a9667d280"},
+ {file = "markdown-3.9.tar.gz", hash = "sha256:d2900fe1782bd33bdbbd56859defef70c2e78fc46668f8eb9df3128138f2cb6a"},
]
-[package.dependencies]
-importlib-metadata = {version = ">=4.4", markers = "python_version < \"3.10\""}
-
[package.extras]
docs = ["mdx_gh_links (>=0.2)", "mkdocs (>=1.6)", "mkdocs-gen-files", "mkdocs-literate-nav", "mkdocs-nature (>=0.6)", "mkdocs-section-index", "mkdocstrings[python]"]
testing = ["coverage", "pyyaml"]
+[[package]]
+name = "markdown-it-py"
+version = "3.0.0"
+description = "Python port of markdown-it. Markdown parsing, done right!"
+optional = false
+python-versions = ">=3.8"
+groups = ["main"]
+files = [
+ {file = "markdown-it-py-3.0.0.tar.gz", hash = "sha256:e3f60a94fa066dc52ec76661e37c851cb232d92f9886b15cb560aaada2df8feb"},
+ {file = "markdown_it_py-3.0.0-py3-none-any.whl", hash = "sha256:355216845c60bd96232cd8d8c40e8f9765cc86f46880e43a8fd22dc1a1a8cab1"},
+]
+
+[package.dependencies]
+mdurl = ">=0.1,<1.0"
+
+[package.extras]
+benchmarking = ["psutil", "pytest", "pytest-benchmark"]
+code-style = ["pre-commit (>=3.0,<4.0)"]
+compare = ["commonmark (>=0.9,<1.0)", "markdown (>=3.4,<4.0)", "mistletoe (>=1.0,<2.0)", "mistune (>=2.0,<3.0)", "panflute (>=2.3,<3.0)"]
+linkify = ["linkify-it-py (>=1,<3)"]
+plugins = ["mdit-py-plugins"]
+profiling = ["gprof2dot"]
+rtd = ["jupyter_sphinx", "mdit-py-plugins", "myst-parser", "pyyaml", "sphinx", "sphinx-copybutton", "sphinx-design", "sphinx_book_theme"]
+testing = ["coverage", "pytest", "pytest-cov", "pytest-regressions"]
+
[[package]]
name = "matplotlib"
version = "3.9.4"
@@ -990,7 +932,6 @@ files = [
contourpy = ">=1.0.1"
cycler = ">=0.10"
fonttools = ">=4.22.0"
-importlib-resources = {version = ">=3.2.0", markers = "python_version < \"3.10\""}
kiwisolver = ">=1.3.1"
numpy = ">=1.23"
packaging = ">=20.0"
@@ -1001,16 +942,28 @@ python-dateutil = ">=2.7"
[package.extras]
dev = ["meson-python (>=0.13.1,<0.17.0)", "numpy (>=1.25)", "pybind11 (>=2.6,!=2.13.3)", "setuptools (>=64)", "setuptools_scm (>=7)"]
+[[package]]
+name = "mdurl"
+version = "0.1.2"
+description = "Markdown URL utilities"
+optional = false
+python-versions = ">=3.7"
+groups = ["main"]
+files = [
+ {file = "mdurl-0.1.2-py3-none-any.whl", hash = "sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8"},
+ {file = "mdurl-0.1.2.tar.gz", hash = "sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba"},
+]
+
[[package]]
name = "more-itertools"
-version = "10.7.0"
+version = "10.8.0"
description = "More routines for operating on iterables, beyond itertools"
optional = false
python-versions = ">=3.9"
groups = ["main"]
files = [
- {file = "more_itertools-10.7.0-py3-none-any.whl", hash = "sha256:d43980384673cb07d2f7d2d918c616b30c659c089ee23953f601d6609c67510e"},
- {file = "more_itertools-10.7.0.tar.gz", hash = "sha256:9fddd5403be01a94b204faadcff459ec3568cf110265d3c54323e1e866ad29d3"},
+ {file = "more_itertools-10.8.0-py3-none-any.whl", hash = "sha256:52d4362373dcf7c52546bc4af9a86ee7c4579df9a8dc268be0a2f949d376cc9b"},
+ {file = "more_itertools-10.8.0.tar.gz", hash = "sha256:f638ddf8a1a0d134181275fb5d58b086ead7c6a72429ad725c67503f13ba30bd"},
]
[[package]]
@@ -1037,14 +990,14 @@ test = ["pep440", "pre-commit", "pytest", "testpath"]
[[package]]
name = "nltk"
-version = "3.9.1"
+version = "3.9.2"
description = "Natural Language Toolkit"
optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
groups = ["main"]
files = [
- {file = "nltk-3.9.1-py3-none-any.whl", hash = "sha256:4fa26829c5b00715afe3061398a8989dc643b92ce7dd93fb4585a70930d168a1"},
- {file = "nltk-3.9.1.tar.gz", hash = "sha256:87d127bd3de4bd89a4f81265e5fa59cb1b199b27440175370f7417d2bc7ae868"},
+ {file = "nltk-3.9.2-py3-none-any.whl", hash = "sha256:1e209d2b3009110635ed9709a67a1a3e33a10f799490fa71cf4bec218c11c88a"},
+ {file = "nltk-3.9.2.tar.gz", hash = "sha256:0f409e9b069ca4177c1903c3e843eef90c7e92992fa4931ae607da6de49e1419"},
]
[package.dependencies]
@@ -1121,59 +1074,71 @@ files = [
[[package]]
name = "pandas"
-version = "2.3.0"
+version = "2.3.3"
description = "Powerful data structures for data analysis, time series, and statistics"
optional = false
python-versions = ">=3.9"
groups = ["main"]
files = [
- {file = "pandas-2.3.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:625466edd01d43b75b1883a64d859168e4556261a5035b32f9d743b67ef44634"},
- {file = "pandas-2.3.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:a6872d695c896f00df46b71648eea332279ef4077a409e2fe94220208b6bb675"},
- {file = "pandas-2.3.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f4dd97c19bd06bc557ad787a15b6489d2614ddaab5d104a0310eb314c724b2d2"},
- {file = "pandas-2.3.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:034abd6f3db8b9880aaee98f4f5d4dbec7c4829938463ec046517220b2f8574e"},
- {file = "pandas-2.3.0-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:23c2b2dc5213810208ca0b80b8666670eb4660bbfd9d45f58592cc4ddcfd62e1"},
- {file = "pandas-2.3.0-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:39ff73ec07be5e90330cc6ff5705c651ace83374189dcdcb46e6ff54b4a72cd6"},
- {file = "pandas-2.3.0-cp310-cp310-win_amd64.whl", hash = "sha256:40cecc4ea5abd2921682b57532baea5588cc5f80f0231c624056b146887274d2"},
- {file = "pandas-2.3.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:8adff9f138fc614347ff33812046787f7d43b3cef7c0f0171b3340cae333f6ca"},
- {file = "pandas-2.3.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:e5f08eb9a445d07720776df6e641975665c9ea12c9d8a331e0f6890f2dcd76ef"},
- {file = "pandas-2.3.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:fa35c266c8cd1a67d75971a1912b185b492d257092bdd2709bbdebe574ed228d"},
- {file = "pandas-2.3.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:14a0cc77b0f089d2d2ffe3007db58f170dae9b9f54e569b299db871a3ab5bf46"},
- {file = "pandas-2.3.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:c06f6f144ad0a1bf84699aeea7eff6068ca5c63ceb404798198af7eb86082e33"},
- {file = "pandas-2.3.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:ed16339bc354a73e0a609df36d256672c7d296f3f767ac07257801aa064ff73c"},
- {file = "pandas-2.3.0-cp311-cp311-win_amd64.whl", hash = "sha256:fa07e138b3f6c04addfeaf56cc7fdb96c3b68a3fe5e5401251f231fce40a0d7a"},
- {file = "pandas-2.3.0-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:2eb4728a18dcd2908c7fccf74a982e241b467d178724545a48d0caf534b38ebf"},
- {file = "pandas-2.3.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:b9d8c3187be7479ea5c3d30c32a5d73d62a621166675063b2edd21bc47614027"},
- {file = "pandas-2.3.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:9ff730713d4c4f2f1c860e36c005c7cefc1c7c80c21c0688fd605aa43c9fcf09"},
- {file = "pandas-2.3.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ba24af48643b12ffe49b27065d3babd52702d95ab70f50e1b34f71ca703e2c0d"},
- {file = "pandas-2.3.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:404d681c698e3c8a40a61d0cd9412cc7364ab9a9cc6e144ae2992e11a2e77a20"},
- {file = "pandas-2.3.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:6021910b086b3ca756755e86ddc64e0ddafd5e58e076c72cb1585162e5ad259b"},
- {file = "pandas-2.3.0-cp312-cp312-win_amd64.whl", hash = "sha256:094e271a15b579650ebf4c5155c05dcd2a14fd4fdd72cf4854b2f7ad31ea30be"},
- {file = "pandas-2.3.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:2c7e2fc25f89a49a11599ec1e76821322439d90820108309bf42130d2f36c983"},
- {file = "pandas-2.3.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:c6da97aeb6a6d233fb6b17986234cc723b396b50a3c6804776351994f2a658fd"},
- {file = "pandas-2.3.0-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:bb32dc743b52467d488e7a7c8039b821da2826a9ba4f85b89ea95274f863280f"},
- {file = "pandas-2.3.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:213cd63c43263dbb522c1f8a7c9d072e25900f6975596f883f4bebd77295d4f3"},
- {file = "pandas-2.3.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:1d2b33e68d0ce64e26a4acc2e72d747292084f4e8db4c847c6f5f6cbe56ed6d8"},
- {file = "pandas-2.3.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:430a63bae10b5086995db1b02694996336e5a8ac9a96b4200572b413dfdfccb9"},
- {file = "pandas-2.3.0-cp313-cp313-win_amd64.whl", hash = "sha256:4930255e28ff5545e2ca404637bcc56f031893142773b3468dc021c6c32a1390"},
- {file = "pandas-2.3.0-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:f925f1ef673b4bd0271b1809b72b3270384f2b7d9d14a189b12b7fc02574d575"},
- {file = "pandas-2.3.0-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:e78ad363ddb873a631e92a3c063ade1ecfb34cae71e9a2be6ad100f875ac1042"},
- {file = "pandas-2.3.0-cp313-cp313t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:951805d146922aed8357e4cc5671b8b0b9be1027f0619cea132a9f3f65f2f09c"},
- {file = "pandas-2.3.0-cp313-cp313t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:1a881bc1309f3fce34696d07b00f13335c41f5f5a8770a33b09ebe23261cfc67"},
- {file = "pandas-2.3.0-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:e1991bbb96f4050b09b5f811253c4f3cf05ee89a589379aa36cd623f21a31d6f"},
- {file = "pandas-2.3.0-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:bb3be958022198531eb7ec2008cfc78c5b1eed51af8600c6c5d9160d89d8d249"},
- {file = "pandas-2.3.0-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:9efc0acbbffb5236fbdf0409c04edce96bec4bdaa649d49985427bd1ec73e085"},
- {file = "pandas-2.3.0-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:75651c14fde635e680496148a8526b328e09fe0572d9ae9b638648c46a544ba3"},
- {file = "pandas-2.3.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:bf5be867a0541a9fb47a4be0c5790a4bccd5b77b92f0a59eeec9375fafc2aa14"},
- {file = "pandas-2.3.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:84141f722d45d0c2a89544dd29d35b3abfc13d2250ed7e68394eda7564bd6324"},
- {file = "pandas-2.3.0-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:f95a2aef32614ed86216d3c450ab12a4e82084e8102e355707a1d96e33d51c34"},
- {file = "pandas-2.3.0-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:e0f51973ba93a9f97185049326d75b942b9aeb472bec616a129806facb129ebb"},
- {file = "pandas-2.3.0-cp39-cp39-win_amd64.whl", hash = "sha256:b198687ca9c8529662213538a9bb1e60fa0bf0f6af89292eb68fea28743fcd5a"},
- {file = "pandas-2.3.0.tar.gz", hash = "sha256:34600ab34ebf1131a7613a260a61dbe8b62c188ec0ea4c296da7c9a06b004133"},
+ {file = "pandas-2.3.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:376c6446ae31770764215a6c937f72d917f214b43560603cd60da6408f183b6c"},
+ {file = "pandas-2.3.3-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:e19d192383eab2f4ceb30b412b22ea30690c9e618f78870357ae1d682912015a"},
+ {file = "pandas-2.3.3-cp310-cp310-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:5caf26f64126b6c7aec964f74266f435afef1c1b13da3b0636c7518a1fa3e2b1"},
+ {file = "pandas-2.3.3-cp310-cp310-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:dd7478f1463441ae4ca7308a70e90b33470fa593429f9d4c578dd00d1fa78838"},
+ {file = "pandas-2.3.3-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:4793891684806ae50d1288c9bae9330293ab4e083ccd1c5e383c34549c6e4250"},
+ {file = "pandas-2.3.3-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:28083c648d9a99a5dd035ec125d42439c6c1c525098c58af0fc38dd1a7a1b3d4"},
+ {file = "pandas-2.3.3-cp310-cp310-win_amd64.whl", hash = "sha256:503cf027cf9940d2ceaa1a93cfb5f8c8c7e6e90720a2850378f0b3f3b1e06826"},
+ {file = "pandas-2.3.3-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:602b8615ebcc4a0c1751e71840428ddebeb142ec02c786e8ad6b1ce3c8dec523"},
+ {file = "pandas-2.3.3-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:8fe25fc7b623b0ef6b5009149627e34d2a4657e880948ec3c840e9402e5c1b45"},
+ {file = "pandas-2.3.3-cp311-cp311-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:b468d3dad6ff947df92dcb32ede5b7bd41a9b3cceef0a30ed925f6d01fb8fa66"},
+ {file = "pandas-2.3.3-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:b98560e98cb334799c0b07ca7967ac361a47326e9b4e5a7dfb5ab2b1c9d35a1b"},
+ {file = "pandas-2.3.3-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:1d37b5848ba49824e5c30bedb9c830ab9b7751fd049bc7914533e01c65f79791"},
+ {file = "pandas-2.3.3-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:db4301b2d1f926ae677a751eb2bd0e8c5f5319c9cb3f88b0becbbb0b07b34151"},
+ {file = "pandas-2.3.3-cp311-cp311-win_amd64.whl", hash = "sha256:f086f6fe114e19d92014a1966f43a3e62285109afe874f067f5abbdcbb10e59c"},
+ {file = "pandas-2.3.3-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:6d21f6d74eb1725c2efaa71a2bfc661a0689579b58e9c0ca58a739ff0b002b53"},
+ {file = "pandas-2.3.3-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:3fd2f887589c7aa868e02632612ba39acb0b8948faf5cc58f0850e165bd46f35"},
+ {file = "pandas-2.3.3-cp312-cp312-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:ecaf1e12bdc03c86ad4a7ea848d66c685cb6851d807a26aa245ca3d2017a1908"},
+ {file = "pandas-2.3.3-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:b3d11d2fda7eb164ef27ffc14b4fcab16a80e1ce67e9f57e19ec0afaf715ba89"},
+ {file = "pandas-2.3.3-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:a68e15f780eddf2b07d242e17a04aa187a7ee12b40b930bfdd78070556550e98"},
+ {file = "pandas-2.3.3-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:371a4ab48e950033bcf52b6527eccb564f52dc826c02afd9a1bc0ab731bba084"},
+ {file = "pandas-2.3.3-cp312-cp312-win_amd64.whl", hash = "sha256:a16dcec078a01eeef8ee61bf64074b4e524a2a3f4b3be9326420cabe59c4778b"},
+ {file = "pandas-2.3.3-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:56851a737e3470de7fa88e6131f41281ed440d29a9268dcbf0002da5ac366713"},
+ {file = "pandas-2.3.3-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:bdcd9d1167f4885211e401b3036c0c8d9e274eee67ea8d0758a256d60704cfe8"},
+ {file = "pandas-2.3.3-cp313-cp313-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:e32e7cc9af0f1cc15548288a51a3b681cc2a219faa838e995f7dc53dbab1062d"},
+ {file = "pandas-2.3.3-cp313-cp313-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:318d77e0e42a628c04dc56bcef4b40de67918f7041c2b061af1da41dcff670ac"},
+ {file = "pandas-2.3.3-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:4e0a175408804d566144e170d0476b15d78458795bb18f1304fb94160cabf40c"},
+ {file = "pandas-2.3.3-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:93c2d9ab0fc11822b5eece72ec9587e172f63cff87c00b062f6e37448ced4493"},
+ {file = "pandas-2.3.3-cp313-cp313-win_amd64.whl", hash = "sha256:f8bfc0e12dc78f777f323f55c58649591b2cd0c43534e8355c51d3fede5f4dee"},
+ {file = "pandas-2.3.3-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:75ea25f9529fdec2d2e93a42c523962261e567d250b0013b16210e1d40d7c2e5"},
+ {file = "pandas-2.3.3-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:74ecdf1d301e812db96a465a525952f4dde225fdb6d8e5a521d47e1f42041e21"},
+ {file = "pandas-2.3.3-cp313-cp313t-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:6435cb949cb34ec11cc9860246ccb2fdc9ecd742c12d3304989017d53f039a78"},
+ {file = "pandas-2.3.3-cp313-cp313t-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:900f47d8f20860de523a1ac881c4c36d65efcb2eb850e6948140fa781736e110"},
+ {file = "pandas-2.3.3-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:a45c765238e2ed7d7c608fc5bc4a6f88b642f2f01e70c0c23d2224dd21829d86"},
+ {file = "pandas-2.3.3-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:c4fc4c21971a1a9f4bdb4c73978c7f7256caa3e62b323f70d6cb80db583350bc"},
+ {file = "pandas-2.3.3-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:ee15f284898e7b246df8087fc82b87b01686f98ee67d85a17b7ab44143a3a9a0"},
+ {file = "pandas-2.3.3-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:1611aedd912e1ff81ff41c745822980c49ce4a7907537be8692c8dbc31924593"},
+ {file = "pandas-2.3.3-cp314-cp314-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:6d2cefc361461662ac48810cb14365a365ce864afe85ef1f447ff5a1e99ea81c"},
+ {file = "pandas-2.3.3-cp314-cp314-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:ee67acbbf05014ea6c763beb097e03cd629961c8a632075eeb34247120abcb4b"},
+ {file = "pandas-2.3.3-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:c46467899aaa4da076d5abc11084634e2d197e9460643dd455ac3db5856b24d6"},
+ {file = "pandas-2.3.3-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:6253c72c6a1d990a410bc7de641d34053364ef8bcd3126f7e7450125887dffe3"},
+ {file = "pandas-2.3.3-cp314-cp314-win_amd64.whl", hash = "sha256:1b07204a219b3b7350abaae088f451860223a52cfb8a6c53358e7948735158e5"},
+ {file = "pandas-2.3.3-cp314-cp314t-macosx_10_13_x86_64.whl", hash = "sha256:2462b1a365b6109d275250baaae7b760fd25c726aaca0054649286bcfbb3e8ec"},
+ {file = "pandas-2.3.3-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:0242fe9a49aa8b4d78a4fa03acb397a58833ef6199e9aa40a95f027bb3a1b6e7"},
+ {file = "pandas-2.3.3-cp314-cp314t-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:a21d830e78df0a515db2b3d2f5570610f5e6bd2e27749770e8bb7b524b89b450"},
+ {file = "pandas-2.3.3-cp314-cp314t-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:2e3ebdb170b5ef78f19bfb71b0dc5dc58775032361fa188e814959b74d726dd5"},
+ {file = "pandas-2.3.3-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:d051c0e065b94b7a3cea50eb1ec32e912cd96dba41647eb24104b6c6c14c5788"},
+ {file = "pandas-2.3.3-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:3869faf4bd07b3b66a9f462417d0ca3a9df29a9f6abd5d0d0dbab15dac7abe87"},
+ {file = "pandas-2.3.3-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:c503ba5216814e295f40711470446bc3fd00f0faea8a086cbc688808e26f92a2"},
+ {file = "pandas-2.3.3-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:a637c5cdfa04b6d6e2ecedcb81fc52ffb0fd78ce2ebccc9ea964df9f658de8c8"},
+ {file = "pandas-2.3.3-cp39-cp39-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:854d00d556406bffe66a4c0802f334c9ad5a96b4f1f868adf036a21b11ef13ff"},
+ {file = "pandas-2.3.3-cp39-cp39-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:bf1f8a81d04ca90e32a0aceb819d34dbd378a98bf923b6398b9a3ec0bf44de29"},
+ {file = "pandas-2.3.3-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:23ebd657a4d38268c7dfbdf089fbc31ea709d82e4923c5ffd4fbd5747133ce73"},
+ {file = "pandas-2.3.3-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:5554c929ccc317d41a5e3d1234f3be588248e61f08a74dd17c9eabb535777dc9"},
+ {file = "pandas-2.3.3-cp39-cp39-win_amd64.whl", hash = "sha256:d3e28b3e83862ccf4d85ff19cf8c20b2ae7e503881711ff2d534dc8f761131aa"},
+ {file = "pandas-2.3.3.tar.gz", hash = "sha256:e05e1af93b977f7eafa636d043f9f94c7ee3ac81af99c13508215942e64c993b"},
]
[package.dependencies]
numpy = [
- {version = ">=1.22.4", markers = "python_version < \"3.11\""},
{version = ">=1.23.2", markers = "python_version == \"3.11\""},
{version = ">=1.26.0", markers = "python_version >= \"3.12\""},
]
@@ -1208,114 +1173,139 @@ xml = ["lxml (>=4.9.2)"]
[[package]]
name = "pillow"
-version = "11.2.1"
+version = "11.3.0"
description = "Python Imaging Library (Fork)"
optional = false
python-versions = ">=3.9"
groups = ["main"]
files = [
- {file = "pillow-11.2.1-cp310-cp310-macosx_10_10_x86_64.whl", hash = "sha256:d57a75d53922fc20c165016a20d9c44f73305e67c351bbc60d1adaf662e74047"},
- {file = "pillow-11.2.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:127bf6ac4a5b58b3d32fc8289656f77f80567d65660bc46f72c0d77e6600cc95"},
- {file = "pillow-11.2.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b4ba4be812c7a40280629e55ae0b14a0aafa150dd6451297562e1764808bbe61"},
- {file = "pillow-11.2.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c8bd62331e5032bc396a93609982a9ab6b411c05078a52f5fe3cc59234a3abd1"},
- {file = "pillow-11.2.1-cp310-cp310-manylinux_2_28_aarch64.whl", hash = "sha256:562d11134c97a62fe3af29581f083033179f7ff435f78392565a1ad2d1c2c45c"},
- {file = "pillow-11.2.1-cp310-cp310-manylinux_2_28_x86_64.whl", hash = "sha256:c97209e85b5be259994eb5b69ff50c5d20cca0f458ef9abd835e262d9d88b39d"},
- {file = "pillow-11.2.1-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:0c3e6d0f59171dfa2e25d7116217543310908dfa2770aa64b8f87605f8cacc97"},
- {file = "pillow-11.2.1-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:cc1c3bc53befb6096b84165956e886b1729634a799e9d6329a0c512ab651e579"},
- {file = "pillow-11.2.1-cp310-cp310-win32.whl", hash = "sha256:312c77b7f07ab2139924d2639860e084ec2a13e72af54d4f08ac843a5fc9c79d"},
- {file = "pillow-11.2.1-cp310-cp310-win_amd64.whl", hash = "sha256:9bc7ae48b8057a611e5fe9f853baa88093b9a76303937449397899385da06fad"},
- {file = "pillow-11.2.1-cp310-cp310-win_arm64.whl", hash = "sha256:2728567e249cdd939f6cc3d1f049595c66e4187f3c34078cbc0a7d21c47482d2"},
- {file = "pillow-11.2.1-cp311-cp311-macosx_10_10_x86_64.whl", hash = "sha256:35ca289f712ccfc699508c4658a1d14652e8033e9b69839edf83cbdd0ba39e70"},
- {file = "pillow-11.2.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:e0409af9f829f87a2dfb7e259f78f317a5351f2045158be321fd135973fff7bf"},
- {file = "pillow-11.2.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d4e5c5edee874dce4f653dbe59db7c73a600119fbea8d31f53423586ee2aafd7"},
- {file = "pillow-11.2.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b93a07e76d13bff9444f1a029e0af2964e654bfc2e2c2d46bfd080df5ad5f3d8"},
- {file = "pillow-11.2.1-cp311-cp311-manylinux_2_28_aarch64.whl", hash = "sha256:e6def7eed9e7fa90fde255afaf08060dc4b343bbe524a8f69bdd2a2f0018f600"},
- {file = "pillow-11.2.1-cp311-cp311-manylinux_2_28_x86_64.whl", hash = "sha256:8f4f3724c068be008c08257207210c138d5f3731af6c155a81c2b09a9eb3a788"},
- {file = "pillow-11.2.1-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:a0a6709b47019dff32e678bc12c63008311b82b9327613f534e496dacaefb71e"},
- {file = "pillow-11.2.1-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:f6b0c664ccb879109ee3ca702a9272d877f4fcd21e5eb63c26422fd6e415365e"},
- {file = "pillow-11.2.1-cp311-cp311-win32.whl", hash = "sha256:cc5d875d56e49f112b6def6813c4e3d3036d269c008bf8aef72cd08d20ca6df6"},
- {file = "pillow-11.2.1-cp311-cp311-win_amd64.whl", hash = "sha256:0f5c7eda47bf8e3c8a283762cab94e496ba977a420868cb819159980b6709193"},
- {file = "pillow-11.2.1-cp311-cp311-win_arm64.whl", hash = "sha256:4d375eb838755f2528ac8cbc926c3e31cc49ca4ad0cf79cff48b20e30634a4a7"},
- {file = "pillow-11.2.1-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:78afba22027b4accef10dbd5eed84425930ba41b3ea0a86fa8d20baaf19d807f"},
- {file = "pillow-11.2.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:78092232a4ab376a35d68c4e6d5e00dfd73454bd12b230420025fbe178ee3b0b"},
- {file = "pillow-11.2.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:25a5f306095c6780c52e6bbb6109624b95c5b18e40aab1c3041da3e9e0cd3e2d"},
- {file = "pillow-11.2.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0c7b29dbd4281923a2bfe562acb734cee96bbb129e96e6972d315ed9f232bef4"},
- {file = "pillow-11.2.1-cp312-cp312-manylinux_2_28_aarch64.whl", hash = "sha256:3e645b020f3209a0181a418bffe7b4a93171eef6c4ef6cc20980b30bebf17b7d"},
- {file = "pillow-11.2.1-cp312-cp312-manylinux_2_28_x86_64.whl", hash = "sha256:b2dbea1012ccb784a65349f57bbc93730b96e85b42e9bf7b01ef40443db720b4"},
- {file = "pillow-11.2.1-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:da3104c57bbd72948d75f6a9389e6727d2ab6333c3617f0a89d72d4940aa0443"},
- {file = "pillow-11.2.1-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:598174aef4589af795f66f9caab87ba4ff860ce08cd5bb447c6fc553ffee603c"},
- {file = "pillow-11.2.1-cp312-cp312-win32.whl", hash = "sha256:1d535df14716e7f8776b9e7fee118576d65572b4aad3ed639be9e4fa88a1cad3"},
- {file = "pillow-11.2.1-cp312-cp312-win_amd64.whl", hash = "sha256:14e33b28bf17c7a38eede290f77db7c664e4eb01f7869e37fa98a5aa95978941"},
- {file = "pillow-11.2.1-cp312-cp312-win_arm64.whl", hash = "sha256:21e1470ac9e5739ff880c211fc3af01e3ae505859392bf65458c224d0bf283eb"},
- {file = "pillow-11.2.1-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:fdec757fea0b793056419bca3e9932eb2b0ceec90ef4813ea4c1e072c389eb28"},
- {file = "pillow-11.2.1-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:b0e130705d568e2f43a17bcbe74d90958e8a16263868a12c3e0d9c8162690830"},
- {file = "pillow-11.2.1-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:7bdb5e09068332578214cadd9c05e3d64d99e0e87591be22a324bdbc18925be0"},
- {file = "pillow-11.2.1-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d189ba1bebfbc0c0e529159631ec72bb9e9bc041f01ec6d3233d6d82eb823bc1"},
- {file = "pillow-11.2.1-cp313-cp313-manylinux_2_28_aarch64.whl", hash = "sha256:191955c55d8a712fab8934a42bfefbf99dd0b5875078240943f913bb66d46d9f"},
- {file = "pillow-11.2.1-cp313-cp313-manylinux_2_28_x86_64.whl", hash = "sha256:ad275964d52e2243430472fc5d2c2334b4fc3ff9c16cb0a19254e25efa03a155"},
- {file = "pillow-11.2.1-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:750f96efe0597382660d8b53e90dd1dd44568a8edb51cb7f9d5d918b80d4de14"},
- {file = "pillow-11.2.1-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:fe15238d3798788d00716637b3d4e7bb6bde18b26e5d08335a96e88564a36b6b"},
- {file = "pillow-11.2.1-cp313-cp313-win32.whl", hash = "sha256:3fe735ced9a607fee4f481423a9c36701a39719252a9bb251679635f99d0f7d2"},
- {file = "pillow-11.2.1-cp313-cp313-win_amd64.whl", hash = "sha256:74ee3d7ecb3f3c05459ba95eed5efa28d6092d751ce9bf20e3e253a4e497e691"},
- {file = "pillow-11.2.1-cp313-cp313-win_arm64.whl", hash = "sha256:5119225c622403afb4b44bad4c1ca6c1f98eed79db8d3bc6e4e160fc6339d66c"},
- {file = "pillow-11.2.1-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:8ce2e8411c7aaef53e6bb29fe98f28cd4fbd9a1d9be2eeea434331aac0536b22"},
- {file = "pillow-11.2.1-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:9ee66787e095127116d91dea2143db65c7bb1e232f617aa5957c0d9d2a3f23a7"},
- {file = "pillow-11.2.1-cp313-cp313t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:9622e3b6c1d8b551b6e6f21873bdcc55762b4b2126633014cea1803368a9aa16"},
- {file = "pillow-11.2.1-cp313-cp313t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:63b5dff3a68f371ea06025a1a6966c9a1e1ee452fc8020c2cd0ea41b83e9037b"},
- {file = "pillow-11.2.1-cp313-cp313t-manylinux_2_28_aarch64.whl", hash = "sha256:31df6e2d3d8fc99f993fd253e97fae451a8db2e7207acf97859732273e108406"},
- {file = "pillow-11.2.1-cp313-cp313t-manylinux_2_28_x86_64.whl", hash = "sha256:062b7a42d672c45a70fa1f8b43d1d38ff76b63421cbbe7f88146b39e8a558d91"},
- {file = "pillow-11.2.1-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:4eb92eca2711ef8be42fd3f67533765d9fd043b8c80db204f16c8ea62ee1a751"},
- {file = "pillow-11.2.1-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:f91ebf30830a48c825590aede79376cb40f110b387c17ee9bd59932c961044f9"},
- {file = "pillow-11.2.1-cp313-cp313t-win32.whl", hash = "sha256:e0b55f27f584ed623221cfe995c912c61606be8513bfa0e07d2c674b4516d9dd"},
- {file = "pillow-11.2.1-cp313-cp313t-win_amd64.whl", hash = "sha256:36d6b82164c39ce5482f649b437382c0fb2395eabc1e2b1702a6deb8ad647d6e"},
- {file = "pillow-11.2.1-cp313-cp313t-win_arm64.whl", hash = "sha256:225c832a13326e34f212d2072982bb1adb210e0cc0b153e688743018c94a2681"},
- {file = "pillow-11.2.1-cp39-cp39-macosx_10_10_x86_64.whl", hash = "sha256:7491cf8a79b8eb867d419648fff2f83cb0b3891c8b36da92cc7f1931d46108c8"},
- {file = "pillow-11.2.1-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:8b02d8f9cb83c52578a0b4beadba92e37d83a4ef11570a8688bbf43f4ca50909"},
- {file = "pillow-11.2.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:014ca0050c85003620526b0ac1ac53f56fc93af128f7546623cc8e31875ab928"},
- {file = "pillow-11.2.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3692b68c87096ac6308296d96354eddd25f98740c9d2ab54e1549d6c8aea9d79"},
- {file = "pillow-11.2.1-cp39-cp39-manylinux_2_28_aarch64.whl", hash = "sha256:f781dcb0bc9929adc77bad571b8621ecb1e4cdef86e940fe2e5b5ee24fd33b35"},
- {file = "pillow-11.2.1-cp39-cp39-manylinux_2_28_x86_64.whl", hash = "sha256:2b490402c96f907a166615e9a5afacf2519e28295f157ec3a2bb9bd57de638cb"},
- {file = "pillow-11.2.1-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:dd6b20b93b3ccc9c1b597999209e4bc5cf2853f9ee66e3fc9a400a78733ffc9a"},
- {file = "pillow-11.2.1-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:4b835d89c08a6c2ee7781b8dd0a30209a8012b5f09c0a665b65b0eb3560b6f36"},
- {file = "pillow-11.2.1-cp39-cp39-win32.whl", hash = "sha256:b10428b3416d4f9c61f94b494681280be7686bda15898a3a9e08eb66a6d92d67"},
- {file = "pillow-11.2.1-cp39-cp39-win_amd64.whl", hash = "sha256:6ebce70c3f486acf7591a3d73431fa504a4e18a9b97ff27f5f47b7368e4b9dd1"},
- {file = "pillow-11.2.1-cp39-cp39-win_arm64.whl", hash = "sha256:c27476257b2fdcd7872d54cfd119b3a9ce4610fb85c8e32b70b42e3680a29a1e"},
- {file = "pillow-11.2.1-pp310-pypy310_pp73-macosx_10_15_x86_64.whl", hash = "sha256:9b7b0d4fd2635f54ad82785d56bc0d94f147096493a79985d0ab57aedd563156"},
- {file = "pillow-11.2.1-pp310-pypy310_pp73-macosx_11_0_arm64.whl", hash = "sha256:aa442755e31c64037aa7c1cb186e0b369f8416c567381852c63444dd666fb772"},
- {file = "pillow-11.2.1-pp310-pypy310_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f0d3348c95b766f54b76116d53d4cb171b52992a1027e7ca50c81b43b9d9e363"},
- {file = "pillow-11.2.1-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:85d27ea4c889342f7e35f6d56e7e1cb345632ad592e8c51b693d7b7556043ce0"},
- {file = "pillow-11.2.1-pp310-pypy310_pp73-manylinux_2_28_aarch64.whl", hash = "sha256:bf2c33d6791c598142f00c9c4c7d47f6476731c31081331664eb26d6ab583e01"},
- {file = "pillow-11.2.1-pp310-pypy310_pp73-manylinux_2_28_x86_64.whl", hash = "sha256:e616e7154c37669fc1dfc14584f11e284e05d1c650e1c0f972f281c4ccc53193"},
- {file = "pillow-11.2.1-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:39ad2e0f424394e3aebc40168845fee52df1394a4673a6ee512d840d14ab3013"},
- {file = "pillow-11.2.1-pp311-pypy311_pp73-macosx_10_15_x86_64.whl", hash = "sha256:80f1df8dbe9572b4b7abdfa17eb5d78dd620b1d55d9e25f834efdbee872d3aed"},
- {file = "pillow-11.2.1-pp311-pypy311_pp73-macosx_11_0_arm64.whl", hash = "sha256:ea926cfbc3957090becbcbbb65ad177161a2ff2ad578b5a6ec9bb1e1cd78753c"},
- {file = "pillow-11.2.1-pp311-pypy311_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:738db0e0941ca0376804d4de6a782c005245264edaa253ffce24e5a15cbdc7bd"},
- {file = "pillow-11.2.1-pp311-pypy311_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9db98ab6565c69082ec9b0d4e40dd9f6181dab0dd236d26f7a50b8b9bfbd5076"},
- {file = "pillow-11.2.1-pp311-pypy311_pp73-manylinux_2_28_aarch64.whl", hash = "sha256:036e53f4170e270ddb8797d4c590e6dd14d28e15c7da375c18978045f7e6c37b"},
- {file = "pillow-11.2.1-pp311-pypy311_pp73-manylinux_2_28_x86_64.whl", hash = "sha256:14f73f7c291279bd65fda51ee87affd7c1e097709f7fdd0188957a16c264601f"},
- {file = "pillow-11.2.1-pp311-pypy311_pp73-win_amd64.whl", hash = "sha256:208653868d5c9ecc2b327f9b9ef34e0e42a4cdd172c2988fd81d62d2bc9bc044"},
- {file = "pillow-11.2.1.tar.gz", hash = "sha256:a64dd61998416367b7ef979b73d3a85853ba9bec4c2925f74e588879a58716b6"},
+ {file = "pillow-11.3.0-cp310-cp310-macosx_10_10_x86_64.whl", hash = "sha256:1b9c17fd4ace828b3003dfd1e30bff24863e0eb59b535e8f80194d9cc7ecf860"},
+ {file = "pillow-11.3.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:65dc69160114cdd0ca0f35cb434633c75e8e7fad4cf855177a05bf38678f73ad"},
+ {file = "pillow-11.3.0-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:7107195ddc914f656c7fc8e4a5e1c25f32e9236ea3ea860f257b0436011fddd0"},
+ {file = "pillow-11.3.0-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:cc3e831b563b3114baac7ec2ee86819eb03caa1a2cef0b481a5675b59c4fe23b"},
+ {file = "pillow-11.3.0-cp310-cp310-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:f1f182ebd2303acf8c380a54f615ec883322593320a9b00438eb842c1f37ae50"},
+ {file = "pillow-11.3.0-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:4445fa62e15936a028672fd48c4c11a66d641d2c05726c7ec1f8ba6a572036ae"},
+ {file = "pillow-11.3.0-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:71f511f6b3b91dd543282477be45a033e4845a40278fa8dcdbfdb07109bf18f9"},
+ {file = "pillow-11.3.0-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:040a5b691b0713e1f6cbe222e0f4f74cd233421e105850ae3b3c0ceda520f42e"},
+ {file = "pillow-11.3.0-cp310-cp310-win32.whl", hash = "sha256:89bd777bc6624fe4115e9fac3352c79ed60f3bb18651420635f26e643e3dd1f6"},
+ {file = "pillow-11.3.0-cp310-cp310-win_amd64.whl", hash = "sha256:19d2ff547c75b8e3ff46f4d9ef969a06c30ab2d4263a9e287733aa8b2429ce8f"},
+ {file = "pillow-11.3.0-cp310-cp310-win_arm64.whl", hash = "sha256:819931d25e57b513242859ce1876c58c59dc31587847bf74cfe06b2e0cb22d2f"},
+ {file = "pillow-11.3.0-cp311-cp311-macosx_10_10_x86_64.whl", hash = "sha256:1cd110edf822773368b396281a2293aeb91c90a2db00d78ea43e7e861631b722"},
+ {file = "pillow-11.3.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:9c412fddd1b77a75aa904615ebaa6001f169b26fd467b4be93aded278266b288"},
+ {file = "pillow-11.3.0-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:7d1aa4de119a0ecac0a34a9c8bde33f34022e2e8f99104e47a3ca392fd60e37d"},
+ {file = "pillow-11.3.0-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:91da1d88226663594e3f6b4b8c3c8d85bd504117d043740a8e0ec449087cc494"},
+ {file = "pillow-11.3.0-cp311-cp311-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:643f189248837533073c405ec2f0bb250ba54598cf80e8c1e043381a60632f58"},
+ {file = "pillow-11.3.0-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:106064daa23a745510dabce1d84f29137a37224831d88eb4ce94bb187b1d7e5f"},
+ {file = "pillow-11.3.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:cd8ff254faf15591e724dc7c4ddb6bf4793efcbe13802a4ae3e863cd300b493e"},
+ {file = "pillow-11.3.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:932c754c2d51ad2b2271fd01c3d121daaa35e27efae2a616f77bf164bc0b3e94"},
+ {file = "pillow-11.3.0-cp311-cp311-win32.whl", hash = "sha256:b4b8f3efc8d530a1544e5962bd6b403d5f7fe8b9e08227c6b255f98ad82b4ba0"},
+ {file = "pillow-11.3.0-cp311-cp311-win_amd64.whl", hash = "sha256:1a992e86b0dd7aeb1f053cd506508c0999d710a8f07b4c791c63843fc6a807ac"},
+ {file = "pillow-11.3.0-cp311-cp311-win_arm64.whl", hash = "sha256:30807c931ff7c095620fe04448e2c2fc673fcbb1ffe2a7da3fb39613489b1ddd"},
+ {file = "pillow-11.3.0-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:fdae223722da47b024b867c1ea0be64e0df702c5e0a60e27daad39bf960dd1e4"},
+ {file = "pillow-11.3.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:921bd305b10e82b4d1f5e802b6850677f965d8394203d182f078873851dada69"},
+ {file = "pillow-11.3.0-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:eb76541cba2f958032d79d143b98a3a6b3ea87f0959bbe256c0b5e416599fd5d"},
+ {file = "pillow-11.3.0-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:67172f2944ebba3d4a7b54f2e95c786a3a50c21b88456329314caaa28cda70f6"},
+ {file = "pillow-11.3.0-cp312-cp312-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:97f07ed9f56a3b9b5f49d3661dc9607484e85c67e27f3e8be2c7d28ca032fec7"},
+ {file = "pillow-11.3.0-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:676b2815362456b5b3216b4fd5bd89d362100dc6f4945154ff172e206a22c024"},
+ {file = "pillow-11.3.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:3e184b2f26ff146363dd07bde8b711833d7b0202e27d13540bfe2e35a323a809"},
+ {file = "pillow-11.3.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:6be31e3fc9a621e071bc17bb7de63b85cbe0bfae91bb0363c893cbe67247780d"},
+ {file = "pillow-11.3.0-cp312-cp312-win32.whl", hash = "sha256:7b161756381f0918e05e7cb8a371fff367e807770f8fe92ecb20d905d0e1c149"},
+ {file = "pillow-11.3.0-cp312-cp312-win_amd64.whl", hash = "sha256:a6444696fce635783440b7f7a9fc24b3ad10a9ea3f0ab66c5905be1c19ccf17d"},
+ {file = "pillow-11.3.0-cp312-cp312-win_arm64.whl", hash = "sha256:2aceea54f957dd4448264f9bf40875da0415c83eb85f55069d89c0ed436e3542"},
+ {file = "pillow-11.3.0-cp313-cp313-ios_13_0_arm64_iphoneos.whl", hash = "sha256:1c627742b539bba4309df89171356fcb3cc5a9178355b2727d1b74a6cf155fbd"},
+ {file = "pillow-11.3.0-cp313-cp313-ios_13_0_arm64_iphonesimulator.whl", hash = "sha256:30b7c02f3899d10f13d7a48163c8969e4e653f8b43416d23d13d1bbfdc93b9f8"},
+ {file = "pillow-11.3.0-cp313-cp313-ios_13_0_x86_64_iphonesimulator.whl", hash = "sha256:7859a4cc7c9295f5838015d8cc0a9c215b77e43d07a25e460f35cf516df8626f"},
+ {file = "pillow-11.3.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:ec1ee50470b0d050984394423d96325b744d55c701a439d2bd66089bff963d3c"},
+ {file = "pillow-11.3.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:7db51d222548ccfd274e4572fdbf3e810a5e66b00608862f947b163e613b67dd"},
+ {file = "pillow-11.3.0-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:2d6fcc902a24ac74495df63faad1884282239265c6839a0a6416d33faedfae7e"},
+ {file = "pillow-11.3.0-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:f0f5d8f4a08090c6d6d578351a2b91acf519a54986c055af27e7a93feae6d3f1"},
+ {file = "pillow-11.3.0-cp313-cp313-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:c37d8ba9411d6003bba9e518db0db0c58a680ab9fe5179f040b0463644bc9805"},
+ {file = "pillow-11.3.0-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:13f87d581e71d9189ab21fe0efb5a23e9f28552d5be6979e84001d3b8505abe8"},
+ {file = "pillow-11.3.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:023f6d2d11784a465f09fd09a34b150ea4672e85fb3d05931d89f373ab14abb2"},
+ {file = "pillow-11.3.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:45dfc51ac5975b938e9809451c51734124e73b04d0f0ac621649821a63852e7b"},
+ {file = "pillow-11.3.0-cp313-cp313-win32.whl", hash = "sha256:a4d336baed65d50d37b88ca5b60c0fa9d81e3a87d4a7930d3880d1624d5b31f3"},
+ {file = "pillow-11.3.0-cp313-cp313-win_amd64.whl", hash = "sha256:0bce5c4fd0921f99d2e858dc4d4d64193407e1b99478bc5cacecba2311abde51"},
+ {file = "pillow-11.3.0-cp313-cp313-win_arm64.whl", hash = "sha256:1904e1264881f682f02b7f8167935cce37bc97db457f8e7849dc3a6a52b99580"},
+ {file = "pillow-11.3.0-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:4c834a3921375c48ee6b9624061076bc0a32a60b5532b322cc0ea64e639dd50e"},
+ {file = "pillow-11.3.0-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:5e05688ccef30ea69b9317a9ead994b93975104a677a36a8ed8106be9260aa6d"},
+ {file = "pillow-11.3.0-cp313-cp313t-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:1019b04af07fc0163e2810167918cb5add8d74674b6267616021ab558dc98ced"},
+ {file = "pillow-11.3.0-cp313-cp313t-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:f944255db153ebb2b19c51fe85dd99ef0ce494123f21b9db4877ffdfc5590c7c"},
+ {file = "pillow-11.3.0-cp313-cp313t-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:1f85acb69adf2aaee8b7da124efebbdb959a104db34d3a2cb0f3793dbae422a8"},
+ {file = "pillow-11.3.0-cp313-cp313t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:05f6ecbeff5005399bb48d198f098a9b4b6bdf27b8487c7f38ca16eeb070cd59"},
+ {file = "pillow-11.3.0-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:a7bc6e6fd0395bc052f16b1a8670859964dbd7003bd0af2ff08342eb6e442cfe"},
+ {file = "pillow-11.3.0-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:83e1b0161c9d148125083a35c1c5a89db5b7054834fd4387499e06552035236c"},
+ {file = "pillow-11.3.0-cp313-cp313t-win32.whl", hash = "sha256:2a3117c06b8fb646639dce83694f2f9eac405472713fcb1ae887469c0d4f6788"},
+ {file = "pillow-11.3.0-cp313-cp313t-win_amd64.whl", hash = "sha256:857844335c95bea93fb39e0fa2726b4d9d758850b34075a7e3ff4f4fa3aa3b31"},
+ {file = "pillow-11.3.0-cp313-cp313t-win_arm64.whl", hash = "sha256:8797edc41f3e8536ae4b10897ee2f637235c94f27404cac7297f7b607dd0716e"},
+ {file = "pillow-11.3.0-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:d9da3df5f9ea2a89b81bb6087177fb1f4d1c7146d583a3fe5c672c0d94e55e12"},
+ {file = "pillow-11.3.0-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:0b275ff9b04df7b640c59ec5a3cb113eefd3795a8df80bac69646ef699c6981a"},
+ {file = "pillow-11.3.0-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:0743841cabd3dba6a83f38a92672cccbd69af56e3e91777b0ee7f4dba4385632"},
+ {file = "pillow-11.3.0-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:2465a69cf967b8b49ee1b96d76718cd98c4e925414ead59fdf75cf0fd07df673"},
+ {file = "pillow-11.3.0-cp314-cp314-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:41742638139424703b4d01665b807c6468e23e699e8e90cffefe291c5832b027"},
+ {file = "pillow-11.3.0-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:93efb0b4de7e340d99057415c749175e24c8864302369e05914682ba642e5d77"},
+ {file = "pillow-11.3.0-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:7966e38dcd0fa11ca390aed7c6f20454443581d758242023cf36fcb319b1a874"},
+ {file = "pillow-11.3.0-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:98a9afa7b9007c67ed84c57c9e0ad86a6000da96eaa638e4f8abe5b65ff83f0a"},
+ {file = "pillow-11.3.0-cp314-cp314-win32.whl", hash = "sha256:02a723e6bf909e7cea0dac1b0e0310be9d7650cd66222a5f1c571455c0a45214"},
+ {file = "pillow-11.3.0-cp314-cp314-win_amd64.whl", hash = "sha256:a418486160228f64dd9e9efcd132679b7a02a5f22c982c78b6fc7dab3fefb635"},
+ {file = "pillow-11.3.0-cp314-cp314-win_arm64.whl", hash = "sha256:155658efb5e044669c08896c0c44231c5e9abcaadbc5cd3648df2f7c0b96b9a6"},
+ {file = "pillow-11.3.0-cp314-cp314t-macosx_10_13_x86_64.whl", hash = "sha256:59a03cdf019efbfeeed910bf79c7c93255c3d54bc45898ac2a4140071b02b4ae"},
+ {file = "pillow-11.3.0-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:f8a5827f84d973d8636e9dc5764af4f0cf2318d26744b3d902931701b0d46653"},
+ {file = "pillow-11.3.0-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:ee92f2fd10f4adc4b43d07ec5e779932b4eb3dbfbc34790ada5a6669bc095aa6"},
+ {file = "pillow-11.3.0-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:c96d333dcf42d01f47b37e0979b6bd73ec91eae18614864622d9b87bbd5bbf36"},
+ {file = "pillow-11.3.0-cp314-cp314t-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:4c96f993ab8c98460cd0c001447bff6194403e8b1d7e149ade5f00594918128b"},
+ {file = "pillow-11.3.0-cp314-cp314t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:41342b64afeba938edb034d122b2dda5db2139b9a4af999729ba8818e0056477"},
+ {file = "pillow-11.3.0-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:068d9c39a2d1b358eb9f245ce7ab1b5c3246c7c8c7d9ba58cfa5b43146c06e50"},
+ {file = "pillow-11.3.0-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:a1bc6ba083b145187f648b667e05a2534ecc4b9f2784c2cbe3089e44868f2b9b"},
+ {file = "pillow-11.3.0-cp314-cp314t-win32.whl", hash = "sha256:118ca10c0d60b06d006be10a501fd6bbdfef559251ed31b794668ed569c87e12"},
+ {file = "pillow-11.3.0-cp314-cp314t-win_amd64.whl", hash = "sha256:8924748b688aa210d79883357d102cd64690e56b923a186f35a82cbc10f997db"},
+ {file = "pillow-11.3.0-cp314-cp314t-win_arm64.whl", hash = "sha256:79ea0d14d3ebad43ec77ad5272e6ff9bba5b679ef73375ea760261207fa8e0aa"},
+ {file = "pillow-11.3.0-cp39-cp39-macosx_10_10_x86_64.whl", hash = "sha256:48d254f8a4c776de343051023eb61ffe818299eeac478da55227d96e241de53f"},
+ {file = "pillow-11.3.0-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:7aee118e30a4cf54fdd873bd3a29de51e29105ab11f9aad8c32123f58c8f8081"},
+ {file = "pillow-11.3.0-cp39-cp39-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:23cff760a9049c502721bdb743a7cb3e03365fafcdfc2ef9784610714166e5a4"},
+ {file = "pillow-11.3.0-cp39-cp39-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:6359a3bc43f57d5b375d1ad54a0074318a0844d11b76abccf478c37c986d3cfc"},
+ {file = "pillow-11.3.0-cp39-cp39-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:092c80c76635f5ecb10f3f83d76716165c96f5229addbd1ec2bdbbda7d496e06"},
+ {file = "pillow-11.3.0-cp39-cp39-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:cadc9e0ea0a2431124cde7e1697106471fc4c1da01530e679b2391c37d3fbb3a"},
+ {file = "pillow-11.3.0-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:6a418691000f2a418c9135a7cf0d797c1bb7d9a485e61fe8e7722845b95ef978"},
+ {file = "pillow-11.3.0-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:97afb3a00b65cc0804d1c7abddbf090a81eaac02768af58cbdcaaa0a931e0b6d"},
+ {file = "pillow-11.3.0-cp39-cp39-win32.whl", hash = "sha256:ea944117a7974ae78059fcc1800e5d3295172bb97035c0c1d9345fca1419da71"},
+ {file = "pillow-11.3.0-cp39-cp39-win_amd64.whl", hash = "sha256:e5c5858ad8ec655450a7c7df532e9842cf8df7cc349df7225c60d5d348c8aada"},
+ {file = "pillow-11.3.0-cp39-cp39-win_arm64.whl", hash = "sha256:6abdbfd3aea42be05702a8dd98832329c167ee84400a1d1f61ab11437f1717eb"},
+ {file = "pillow-11.3.0-pp310-pypy310_pp73-macosx_10_15_x86_64.whl", hash = "sha256:3cee80663f29e3843b68199b9d6f4f54bd1d4a6b59bdd91bceefc51238bcb967"},
+ {file = "pillow-11.3.0-pp310-pypy310_pp73-macosx_11_0_arm64.whl", hash = "sha256:b5f56c3f344f2ccaf0dd875d3e180f631dc60a51b314295a3e681fe8cf851fbe"},
+ {file = "pillow-11.3.0-pp310-pypy310_pp73-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:e67d793d180c9df62f1f40aee3accca4829d3794c95098887edc18af4b8b780c"},
+ {file = "pillow-11.3.0-pp310-pypy310_pp73-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:d000f46e2917c705e9fb93a3606ee4a819d1e3aa7a9b442f6444f07e77cf5e25"},
+ {file = "pillow-11.3.0-pp310-pypy310_pp73-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:527b37216b6ac3a12d7838dc3bd75208ec57c1c6d11ef01902266a5a0c14fc27"},
+ {file = "pillow-11.3.0-pp310-pypy310_pp73-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:be5463ac478b623b9dd3937afd7fb7ab3d79dd290a28e2b6df292dc75063eb8a"},
+ {file = "pillow-11.3.0-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:8dc70ca24c110503e16918a658b869019126ecfe03109b754c402daff12b3d9f"},
+ {file = "pillow-11.3.0-pp311-pypy311_pp73-macosx_10_15_x86_64.whl", hash = "sha256:7c8ec7a017ad1bd562f93dbd8505763e688d388cde6e4a010ae1486916e713e6"},
+ {file = "pillow-11.3.0-pp311-pypy311_pp73-macosx_11_0_arm64.whl", hash = "sha256:9ab6ae226de48019caa8074894544af5b53a117ccb9d3b3dcb2871464c829438"},
+ {file = "pillow-11.3.0-pp311-pypy311_pp73-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:fe27fb049cdcca11f11a7bfda64043c37b30e6b91f10cb5bab275806c32f6ab3"},
+ {file = "pillow-11.3.0-pp311-pypy311_pp73-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:465b9e8844e3c3519a983d58b80be3f668e2a7a5db97f2784e7079fbc9f9822c"},
+ {file = "pillow-11.3.0-pp311-pypy311_pp73-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:5418b53c0d59b3824d05e029669efa023bbef0f3e92e75ec8428f3799487f361"},
+ {file = "pillow-11.3.0-pp311-pypy311_pp73-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:504b6f59505f08ae014f724b6207ff6222662aab5cc9542577fb084ed0676ac7"},
+ {file = "pillow-11.3.0-pp311-pypy311_pp73-win_amd64.whl", hash = "sha256:c84d689db21a1c397d001aa08241044aa2069e7587b398c8cc63020390b1c1b8"},
+ {file = "pillow-11.3.0.tar.gz", hash = "sha256:3828ee7586cd0b2091b6209e5ad53e20d0649bbe87164a459d0676e035e8f523"},
]
[package.extras]
-docs = ["furo", "olefile", "sphinx (>=8.2)", "sphinx-copybutton", "sphinx-inline-tabs", "sphinxext-opengraph"]
+docs = ["furo", "olefile", "sphinx (>=8.2)", "sphinx-autobuild", "sphinx-copybutton", "sphinx-inline-tabs", "sphinxext-opengraph"]
fpx = ["olefile"]
mic = ["olefile"]
test-arrow = ["pyarrow"]
-tests = ["check-manifest", "coverage (>=7.4.2)", "defusedxml", "markdown2", "olefile", "packaging", "pyroma", "pytest", "pytest-cov", "pytest-timeout", "trove-classifiers (>=2024.10.12)"]
+tests = ["check-manifest", "coverage (>=7.4.2)", "defusedxml", "markdown2", "olefile", "packaging", "pyroma", "pytest", "pytest-cov", "pytest-timeout", "pytest-xdist", "trove-classifiers (>=2024.10.12)"]
typing = ["typing-extensions ; python_version < \"3.10\""]
xmp = ["defusedxml"]
[[package]]
name = "platformdirs"
-version = "4.3.8"
+version = "4.4.0"
description = "A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`."
optional = false
python-versions = ">=3.9"
groups = ["main"]
files = [
- {file = "platformdirs-4.3.8-py3-none-any.whl", hash = "sha256:ff7059bb7eb1179e2685604f4aaf157cfd9535242bd23742eadc3c13542139b4"},
- {file = "platformdirs-4.3.8.tar.gz", hash = "sha256:3d512d96e16bcb959a814c9f348431070822a6496326a4be0911c40b5a74c2bc"},
+ {file = "platformdirs-4.4.0-py3-none-any.whl", hash = "sha256:abd01743f24e5287cd7a5db3752faf1a2d65353f38ec26d98e25a6db65958c85"},
+ {file = "platformdirs-4.4.0.tar.gz", hash = "sha256:ca753cf4d81dc309bc67b0ea38fd15dc97bc30ce419a7f58d13eb3bf14c4febf"},
]
[package.extras]
@@ -1378,16 +1368,31 @@ files = [
[package.extras]
testing = ["pytest", "setuptools", "twine", "wheel"]
+[[package]]
+name = "pygments"
+version = "2.19.2"
+description = "Pygments is a syntax highlighting package written in Python."
+optional = false
+python-versions = ">=3.8"
+groups = ["main"]
+files = [
+ {file = "pygments-2.19.2-py3-none-any.whl", hash = "sha256:86540386c03d588bb81d44bc3928634ff26449851e99741617ecb9037ee5ec0b"},
+ {file = "pygments-2.19.2.tar.gz", hash = "sha256:636cb2477cec7f8952536970bc533bc43743542f70392ae026374600add5b887"},
+]
+
+[package.extras]
+windows-terminal = ["colorama (>=0.4.6)"]
+
[[package]]
name = "pyparsing"
-version = "3.2.3"
-description = "pyparsing module - Classes and methods to define and execute parsing grammars"
+version = "3.2.5"
+description = "pyparsing - Classes and methods to define and execute parsing grammars"
optional = false
python-versions = ">=3.9"
groups = ["main"]
files = [
- {file = "pyparsing-3.2.3-py3-none-any.whl", hash = "sha256:a749938e02d6fd0b59b356ca504a24982314bb090c383e3cf201c95ef7e2bfcf"},
- {file = "pyparsing-3.2.3.tar.gz", hash = "sha256:b9c13f1ab8b3b542f72e28f634bad4de758ab3ce4546e4301970ad6fa77c38be"},
+ {file = "pyparsing-3.2.5-py3-none-any.whl", hash = "sha256:e38a4f02064cf41fe6593d328d0512495ad1f3d8a91c4f73fc401b3079a59a5e"},
+ {file = "pyparsing-3.2.5.tar.gz", hash = "sha256:2df8d5b7b2802ef88e8d016a2eb9c7aeaa923529cd251ed0fe4608275d4105b6"},
]
[package.extras]
@@ -1395,26 +1400,25 @@ diagrams = ["jinja2", "railroad-diagrams"]
[[package]]
name = "pytest"
-version = "7.4.4"
+version = "8.4.2"
description = "pytest: simple powerful testing with Python"
optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.9"
groups = ["main"]
files = [
- {file = "pytest-7.4.4-py3-none-any.whl", hash = "sha256:b090cdf5ed60bf4c45261be03239c2c1c22df034fbffe691abe93cd80cea01d8"},
- {file = "pytest-7.4.4.tar.gz", hash = "sha256:2cf0005922c6ace4a3e2ec8b4080eb0d9753fdc93107415332f50ce9e7994280"},
+ {file = "pytest-8.4.2-py3-none-any.whl", hash = "sha256:872f880de3fc3a5bdc88a11b39c9710c3497a547cfa9320bc3c5e62fbf272e79"},
+ {file = "pytest-8.4.2.tar.gz", hash = "sha256:86c0d0b93306b961d58d62a4db4879f27fe25513d4b969df351abdddb3c30e01"},
]
[package.dependencies]
-colorama = {version = "*", markers = "sys_platform == \"win32\""}
-exceptiongroup = {version = ">=1.0.0rc8", markers = "python_version < \"3.11\""}
-iniconfig = "*"
-packaging = "*"
-pluggy = ">=0.12,<2.0"
-tomli = {version = ">=1.0.0", markers = "python_version < \"3.11\""}
+colorama = {version = ">=0.4", markers = "sys_platform == \"win32\""}
+iniconfig = ">=1"
+packaging = ">=20"
+pluggy = ">=1.5,<2"
+pygments = ">=2.7.2"
[package.extras]
-testing = ["argcomplete", "attrs (>=19.2.0)", "hypothesis (>=3.56)", "mock", "nose", "pygments (>=2.7.2)", "requests", "setuptools", "xmlschema"]
+dev = ["argcomplete", "attrs (>=19.2)", "hypothesis (>=3.56)", "mock", "requests", "setuptools", "xmlschema"]
[[package]]
name = "python-dateutil"
@@ -1445,92 +1449,116 @@ files = [
[[package]]
name = "pywin32"
-version = "310"
+version = "311"
description = "Python for Window Extensions"
optional = false
python-versions = "*"
groups = ["main"]
markers = "sys_platform == \"win32\" and platform_python_implementation != \"PyPy\""
files = [
- {file = "pywin32-310-cp310-cp310-win32.whl", hash = "sha256:6dd97011efc8bf51d6793a82292419eba2c71cf8e7250cfac03bba284454abc1"},
- {file = "pywin32-310-cp310-cp310-win_amd64.whl", hash = "sha256:c3e78706e4229b915a0821941a84e7ef420bf2b77e08c9dae3c76fd03fd2ae3d"},
- {file = "pywin32-310-cp310-cp310-win_arm64.whl", hash = "sha256:33babed0cf0c92a6f94cc6cc13546ab24ee13e3e800e61ed87609ab91e4c8213"},
- {file = "pywin32-310-cp311-cp311-win32.whl", hash = "sha256:1e765f9564e83011a63321bb9d27ec456a0ed90d3732c4b2e312b855365ed8bd"},
- {file = "pywin32-310-cp311-cp311-win_amd64.whl", hash = "sha256:126298077a9d7c95c53823934f000599f66ec9296b09167810eb24875f32689c"},
- {file = "pywin32-310-cp311-cp311-win_arm64.whl", hash = "sha256:19ec5fc9b1d51c4350be7bb00760ffce46e6c95eaf2f0b2f1150657b1a43c582"},
- {file = "pywin32-310-cp312-cp312-win32.whl", hash = "sha256:8a75a5cc3893e83a108c05d82198880704c44bbaee4d06e442e471d3c9ea4f3d"},
- {file = "pywin32-310-cp312-cp312-win_amd64.whl", hash = "sha256:bf5c397c9a9a19a6f62f3fb821fbf36cac08f03770056711f765ec1503972060"},
- {file = "pywin32-310-cp312-cp312-win_arm64.whl", hash = "sha256:2349cc906eae872d0663d4d6290d13b90621eaf78964bb1578632ff20e152966"},
- {file = "pywin32-310-cp313-cp313-win32.whl", hash = "sha256:5d241a659c496ada3253cd01cfaa779b048e90ce4b2b38cd44168ad555ce74ab"},
- {file = "pywin32-310-cp313-cp313-win_amd64.whl", hash = "sha256:667827eb3a90208ddbdcc9e860c81bde63a135710e21e4cb3348968e4bd5249e"},
- {file = "pywin32-310-cp313-cp313-win_arm64.whl", hash = "sha256:e308f831de771482b7cf692a1f308f8fca701b2d8f9dde6cc440c7da17e47b33"},
- {file = "pywin32-310-cp38-cp38-win32.whl", hash = "sha256:0867beb8addefa2e3979d4084352e4ac6e991ca45373390775f7084cc0209b9c"},
- {file = "pywin32-310-cp38-cp38-win_amd64.whl", hash = "sha256:30f0a9b3138fb5e07eb4973b7077e1883f558e40c578c6925acc7a94c34eaa36"},
- {file = "pywin32-310-cp39-cp39-win32.whl", hash = "sha256:851c8d927af0d879221e616ae1f66145253537bbdd321a77e8ef701b443a9a1a"},
- {file = "pywin32-310-cp39-cp39-win_amd64.whl", hash = "sha256:96867217335559ac619f00ad70e513c0fcf84b8a3af9fc2bba3b59b97da70475"},
+ {file = "pywin32-311-cp310-cp310-win32.whl", hash = "sha256:d03ff496d2a0cd4a5893504789d4a15399133fe82517455e78bad62efbb7f0a3"},
+ {file = "pywin32-311-cp310-cp310-win_amd64.whl", hash = "sha256:797c2772017851984b97180b0bebe4b620bb86328e8a884bb626156295a63b3b"},
+ {file = "pywin32-311-cp310-cp310-win_arm64.whl", hash = "sha256:0502d1facf1fed4839a9a51ccbcc63d952cf318f78ffc00a7e78528ac27d7a2b"},
+ {file = "pywin32-311-cp311-cp311-win32.whl", hash = "sha256:184eb5e436dea364dcd3d2316d577d625c0351bf237c4e9a5fabbcfa5a58b151"},
+ {file = "pywin32-311-cp311-cp311-win_amd64.whl", hash = "sha256:3ce80b34b22b17ccbd937a6e78e7225d80c52f5ab9940fe0506a1a16f3dab503"},
+ {file = "pywin32-311-cp311-cp311-win_arm64.whl", hash = "sha256:a733f1388e1a842abb67ffa8e7aad0e70ac519e09b0f6a784e65a136ec7cefd2"},
+ {file = "pywin32-311-cp312-cp312-win32.whl", hash = "sha256:750ec6e621af2b948540032557b10a2d43b0cee2ae9758c54154d711cc852d31"},
+ {file = "pywin32-311-cp312-cp312-win_amd64.whl", hash = "sha256:b8c095edad5c211ff31c05223658e71bf7116daa0ecf3ad85f3201ea3190d067"},
+ {file = "pywin32-311-cp312-cp312-win_arm64.whl", hash = "sha256:e286f46a9a39c4a18b319c28f59b61de793654af2f395c102b4f819e584b5852"},
+ {file = "pywin32-311-cp313-cp313-win32.whl", hash = "sha256:f95ba5a847cba10dd8c4d8fefa9f2a6cf283b8b88ed6178fa8a6c1ab16054d0d"},
+ {file = "pywin32-311-cp313-cp313-win_amd64.whl", hash = "sha256:718a38f7e5b058e76aee1c56ddd06908116d35147e133427e59a3983f703a20d"},
+ {file = "pywin32-311-cp313-cp313-win_arm64.whl", hash = "sha256:7b4075d959648406202d92a2310cb990fea19b535c7f4a78d3f5e10b926eeb8a"},
+ {file = "pywin32-311-cp314-cp314-win32.whl", hash = "sha256:b7a2c10b93f8986666d0c803ee19b5990885872a7de910fc460f9b0c2fbf92ee"},
+ {file = "pywin32-311-cp314-cp314-win_amd64.whl", hash = "sha256:3aca44c046bd2ed8c90de9cb8427f581c479e594e99b5c0bb19b29c10fd6cb87"},
+ {file = "pywin32-311-cp314-cp314-win_arm64.whl", hash = "sha256:a508e2d9025764a8270f93111a970e1d0fbfc33f4153b388bb649b7eec4f9b42"},
+ {file = "pywin32-311-cp38-cp38-win32.whl", hash = "sha256:6c6f2969607b5023b0d9ce2541f8d2cbb01c4f46bc87456017cf63b73f1e2d8c"},
+ {file = "pywin32-311-cp38-cp38-win_amd64.whl", hash = "sha256:c8015b09fb9a5e188f83b7b04de91ddca4658cee2ae6f3bc483f0b21a77ef6cd"},
+ {file = "pywin32-311-cp39-cp39-win32.whl", hash = "sha256:aba8f82d551a942cb20d4a83413ccbac30790b50efb89a75e4f586ac0bb8056b"},
+ {file = "pywin32-311-cp39-cp39-win_amd64.whl", hash = "sha256:e0c4cfb0621281fe40387df582097fd796e80430597cb9944f0ae70447bacd91"},
+ {file = "pywin32-311-cp39-cp39-win_arm64.whl", hash = "sha256:62ea666235135fee79bb154e695f3ff67370afefd71bd7fea7512fc70ef31e3d"},
]
[[package]]
name = "pyyaml"
-version = "6.0.2"
+version = "6.0.3"
description = "YAML parser and emitter for Python"
optional = false
python-versions = ">=3.8"
groups = ["main"]
files = [
- {file = "PyYAML-6.0.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:0a9a2848a5b7feac301353437eb7d5957887edbf81d56e903999a75a3d743086"},
- {file = "PyYAML-6.0.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:29717114e51c84ddfba879543fb232a6ed60086602313ca38cce623c1d62cfbf"},
- {file = "PyYAML-6.0.2-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:8824b5a04a04a047e72eea5cec3bc266db09e35de6bdfe34c9436ac5ee27d237"},
- {file = "PyYAML-6.0.2-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:7c36280e6fb8385e520936c3cb3b8042851904eba0e58d277dca80a5cfed590b"},
- {file = "PyYAML-6.0.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ec031d5d2feb36d1d1a24380e4db6d43695f3748343d99434e6f5f9156aaa2ed"},
- {file = "PyYAML-6.0.2-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:936d68689298c36b53b29f23c6dbb74de12b4ac12ca6cfe0e047bedceea56180"},
- {file = "PyYAML-6.0.2-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:23502f431948090f597378482b4812b0caae32c22213aecf3b55325e049a6c68"},
- {file = "PyYAML-6.0.2-cp310-cp310-win32.whl", hash = "sha256:2e99c6826ffa974fe6e27cdb5ed0021786b03fc98e5ee3c5bfe1fd5015f42b99"},
- {file = "PyYAML-6.0.2-cp310-cp310-win_amd64.whl", hash = "sha256:a4d3091415f010369ae4ed1fc6b79def9416358877534caf6a0fdd2146c87a3e"},
- {file = "PyYAML-6.0.2-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:cc1c1159b3d456576af7a3e4d1ba7e6924cb39de8f67111c735f6fc832082774"},
- {file = "PyYAML-6.0.2-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:1e2120ef853f59c7419231f3bf4e7021f1b936f6ebd222406c3b60212205d2ee"},
- {file = "PyYAML-6.0.2-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5d225db5a45f21e78dd9358e58a98702a0302f2659a3c6cd320564b75b86f47c"},
- {file = "PyYAML-6.0.2-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:5ac9328ec4831237bec75defaf839f7d4564be1e6b25ac710bd1a96321cc8317"},
- {file = "PyYAML-6.0.2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3ad2a3decf9aaba3d29c8f537ac4b243e36bef957511b4766cb0057d32b0be85"},
- {file = "PyYAML-6.0.2-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:ff3824dc5261f50c9b0dfb3be22b4567a6f938ccce4587b38952d85fd9e9afe4"},
- {file = "PyYAML-6.0.2-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:797b4f722ffa07cc8d62053e4cff1486fa6dc094105d13fea7b1de7d8bf71c9e"},
- {file = "PyYAML-6.0.2-cp311-cp311-win32.whl", hash = "sha256:11d8f3dd2b9c1207dcaf2ee0bbbfd5991f571186ec9cc78427ba5bd32afae4b5"},
- {file = "PyYAML-6.0.2-cp311-cp311-win_amd64.whl", hash = "sha256:e10ce637b18caea04431ce14fabcf5c64a1c61ec9c56b071a4b7ca131ca52d44"},
- {file = "PyYAML-6.0.2-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:c70c95198c015b85feafc136515252a261a84561b7b1d51e3384e0655ddf25ab"},
- {file = "PyYAML-6.0.2-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:ce826d6ef20b1bc864f0a68340c8b3287705cae2f8b4b1d932177dcc76721725"},
- {file = "PyYAML-6.0.2-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1f71ea527786de97d1a0cc0eacd1defc0985dcf6b3f17bb77dcfc8c34bec4dc5"},
- {file = "PyYAML-6.0.2-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:9b22676e8097e9e22e36d6b7bda33190d0d400f345f23d4065d48f4ca7ae0425"},
- {file = "PyYAML-6.0.2-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:80bab7bfc629882493af4aa31a4cfa43a4c57c83813253626916b8c7ada83476"},
- {file = "PyYAML-6.0.2-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:0833f8694549e586547b576dcfaba4a6b55b9e96098b36cdc7ebefe667dfed48"},
- {file = "PyYAML-6.0.2-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:8b9c7197f7cb2738065c481a0461e50ad02f18c78cd75775628afb4d7137fb3b"},
- {file = "PyYAML-6.0.2-cp312-cp312-win32.whl", hash = "sha256:ef6107725bd54b262d6dedcc2af448a266975032bc85ef0172c5f059da6325b4"},
- {file = "PyYAML-6.0.2-cp312-cp312-win_amd64.whl", hash = "sha256:7e7401d0de89a9a855c839bc697c079a4af81cf878373abd7dc625847d25cbd8"},
- {file = "PyYAML-6.0.2-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:efdca5630322a10774e8e98e1af481aad470dd62c3170801852d752aa7a783ba"},
- {file = "PyYAML-6.0.2-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:50187695423ffe49e2deacb8cd10510bc361faac997de9efef88badc3bb9e2d1"},
- {file = "PyYAML-6.0.2-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0ffe8360bab4910ef1b9e87fb812d8bc0a308b0d0eef8c8f44e0254ab3b07133"},
- {file = "PyYAML-6.0.2-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:17e311b6c678207928d649faa7cb0d7b4c26a0ba73d41e99c4fff6b6c3276484"},
- {file = "PyYAML-6.0.2-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:70b189594dbe54f75ab3a1acec5f1e3faa7e8cf2f1e08d9b561cb41b845f69d5"},
- {file = "PyYAML-6.0.2-cp313-cp313-musllinux_1_1_aarch64.whl", hash = "sha256:41e4e3953a79407c794916fa277a82531dd93aad34e29c2a514c2c0c5fe971cc"},
- {file = "PyYAML-6.0.2-cp313-cp313-musllinux_1_1_x86_64.whl", hash = "sha256:68ccc6023a3400877818152ad9a1033e3db8625d899c72eacb5a668902e4d652"},
- {file = "PyYAML-6.0.2-cp313-cp313-win32.whl", hash = "sha256:bc2fa7c6b47d6bc618dd7fb02ef6fdedb1090ec036abab80d4681424b84c1183"},
- {file = "PyYAML-6.0.2-cp313-cp313-win_amd64.whl", hash = "sha256:8388ee1976c416731879ac16da0aff3f63b286ffdd57cdeb95f3f2e085687563"},
- {file = "PyYAML-6.0.2-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:24471b829b3bf607e04e88d79542a9d48bb037c2267d7927a874e6c205ca7e9a"},
- {file = "PyYAML-6.0.2-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d7fded462629cfa4b685c5416b949ebad6cec74af5e2d42905d41e257e0869f5"},
- {file = "PyYAML-6.0.2-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:d84a1718ee396f54f3a086ea0a66d8e552b2ab2017ef8b420e92edbc841c352d"},
- {file = "PyYAML-6.0.2-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9056c1ecd25795207ad294bcf39f2db3d845767be0ea6e6a34d856f006006083"},
- {file = "PyYAML-6.0.2-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:82d09873e40955485746739bcb8b4586983670466c23382c19cffecbf1fd8706"},
- {file = "PyYAML-6.0.2-cp38-cp38-win32.whl", hash = "sha256:43fa96a3ca0d6b1812e01ced1044a003533c47f6ee8aca31724f78e93ccc089a"},
- {file = "PyYAML-6.0.2-cp38-cp38-win_amd64.whl", hash = "sha256:01179a4a8559ab5de078078f37e5c1a30d76bb88519906844fd7bdea1b7729ff"},
- {file = "PyYAML-6.0.2-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:688ba32a1cffef67fd2e9398a2efebaea461578b0923624778664cc1c914db5d"},
- {file = "PyYAML-6.0.2-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:a8786accb172bd8afb8be14490a16625cbc387036876ab6ba70912730faf8e1f"},
- {file = "PyYAML-6.0.2-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d8e03406cac8513435335dbab54c0d385e4a49e4945d2909a581c83647ca0290"},
- {file = "PyYAML-6.0.2-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:f753120cb8181e736c57ef7636e83f31b9c0d1722c516f7e86cf15b7aa57ff12"},
- {file = "PyYAML-6.0.2-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3b1fdb9dc17f5a7677423d508ab4f243a726dea51fa5e70992e59a7411c89d19"},
- {file = "PyYAML-6.0.2-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:0b69e4ce7a131fe56b7e4d770c67429700908fc0752af059838b1cfb41960e4e"},
- {file = "PyYAML-6.0.2-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:a9f8c2e67970f13b16084e04f134610fd1d374bf477b17ec1599185cf611d725"},
- {file = "PyYAML-6.0.2-cp39-cp39-win32.whl", hash = "sha256:6395c297d42274772abc367baaa79683958044e5d3835486c16da75d2a694631"},
- {file = "PyYAML-6.0.2-cp39-cp39-win_amd64.whl", hash = "sha256:39693e1f8320ae4f43943590b49779ffb98acb81f788220ea932a6b6c51004d8"},
- {file = "pyyaml-6.0.2.tar.gz", hash = "sha256:d584d9ec91ad65861cc08d42e834324ef890a082e591037abe114850ff7bbc3e"},
+ {file = "PyYAML-6.0.3-cp38-cp38-macosx_10_13_x86_64.whl", hash = "sha256:c2514fceb77bc5e7a2f7adfaa1feb2fb311607c9cb518dbc378688ec73d8292f"},
+ {file = "PyYAML-6.0.3-cp38-cp38-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:9c57bb8c96f6d1808c030b1687b9b5fb476abaa47f0db9c0101f5e9f394e97f4"},
+ {file = "PyYAML-6.0.3-cp38-cp38-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:efd7b85f94a6f21e4932043973a7ba2613b059c4a000551892ac9f1d11f5baf3"},
+ {file = "PyYAML-6.0.3-cp38-cp38-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:22ba7cfcad58ef3ecddc7ed1db3409af68d023b7f940da23c6c2a1890976eda6"},
+ {file = "PyYAML-6.0.3-cp38-cp38-musllinux_1_2_x86_64.whl", hash = "sha256:6344df0d5755a2c9a276d4473ae6b90647e216ab4757f8426893b5dd2ac3f369"},
+ {file = "PyYAML-6.0.3-cp38-cp38-win32.whl", hash = "sha256:3ff07ec89bae51176c0549bc4c63aa6202991da2d9a6129d7aef7f1407d3f295"},
+ {file = "PyYAML-6.0.3-cp38-cp38-win_amd64.whl", hash = "sha256:5cf4e27da7e3fbed4d6c3d8e797387aaad68102272f8f9752883bc32d61cb87b"},
+ {file = "pyyaml-6.0.3-cp310-cp310-macosx_10_13_x86_64.whl", hash = "sha256:214ed4befebe12df36bcc8bc2b64b396ca31be9304b8f59e25c11cf94a4c033b"},
+ {file = "pyyaml-6.0.3-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:02ea2dfa234451bbb8772601d7b8e426c2bfa197136796224e50e35a78777956"},
+ {file = "pyyaml-6.0.3-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:b30236e45cf30d2b8e7b3e85881719e98507abed1011bf463a8fa23e9c3e98a8"},
+ {file = "pyyaml-6.0.3-cp310-cp310-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:66291b10affd76d76f54fad28e22e51719ef9ba22b29e1d7d03d6777a9174198"},
+ {file = "pyyaml-6.0.3-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:9c7708761fccb9397fe64bbc0395abcae8c4bf7b0eac081e12b809bf47700d0b"},
+ {file = "pyyaml-6.0.3-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:418cf3f2111bc80e0933b2cd8cd04f286338bb88bdc7bc8e6dd775ebde60b5e0"},
+ {file = "pyyaml-6.0.3-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:5e0b74767e5f8c593e8c9b5912019159ed0533c70051e9cce3e8b6aa699fcd69"},
+ {file = "pyyaml-6.0.3-cp310-cp310-win32.whl", hash = "sha256:28c8d926f98f432f88adc23edf2e6d4921ac26fb084b028c733d01868d19007e"},
+ {file = "pyyaml-6.0.3-cp310-cp310-win_amd64.whl", hash = "sha256:bdb2c67c6c1390b63c6ff89f210c8fd09d9a1217a465701eac7316313c915e4c"},
+ {file = "pyyaml-6.0.3-cp311-cp311-macosx_10_13_x86_64.whl", hash = "sha256:44edc647873928551a01e7a563d7452ccdebee747728c1080d881d68af7b997e"},
+ {file = "pyyaml-6.0.3-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:652cb6edd41e718550aad172851962662ff2681490a8a711af6a4d288dd96824"},
+ {file = "pyyaml-6.0.3-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:10892704fc220243f5305762e276552a0395f7beb4dbf9b14ec8fd43b57f126c"},
+ {file = "pyyaml-6.0.3-cp311-cp311-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:850774a7879607d3a6f50d36d04f00ee69e7fc816450e5f7e58d7f17f1ae5c00"},
+ {file = "pyyaml-6.0.3-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:b8bb0864c5a28024fac8a632c443c87c5aa6f215c0b126c449ae1a150412f31d"},
+ {file = "pyyaml-6.0.3-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:1d37d57ad971609cf3c53ba6a7e365e40660e3be0e5175fa9f2365a379d6095a"},
+ {file = "pyyaml-6.0.3-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:37503bfbfc9d2c40b344d06b2199cf0e96e97957ab1c1b546fd4f87e53e5d3e4"},
+ {file = "pyyaml-6.0.3-cp311-cp311-win32.whl", hash = "sha256:8098f252adfa6c80ab48096053f512f2321f0b998f98150cea9bd23d83e1467b"},
+ {file = "pyyaml-6.0.3-cp311-cp311-win_amd64.whl", hash = "sha256:9f3bfb4965eb874431221a3ff3fdcddc7e74e3b07799e0e84ca4a0f867d449bf"},
+ {file = "pyyaml-6.0.3-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:7f047e29dcae44602496db43be01ad42fc6f1cc0d8cd6c83d342306c32270196"},
+ {file = "pyyaml-6.0.3-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:fc09d0aa354569bc501d4e787133afc08552722d3ab34836a80547331bb5d4a0"},
+ {file = "pyyaml-6.0.3-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:9149cad251584d5fb4981be1ecde53a1ca46c891a79788c0df828d2f166bda28"},
+ {file = "pyyaml-6.0.3-cp312-cp312-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:5fdec68f91a0c6739b380c83b951e2c72ac0197ace422360e6d5a959d8d97b2c"},
+ {file = "pyyaml-6.0.3-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:ba1cc08a7ccde2d2ec775841541641e4548226580ab850948cbfda66a1befcdc"},
+ {file = "pyyaml-6.0.3-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:8dc52c23056b9ddd46818a57b78404882310fb473d63f17b07d5c40421e47f8e"},
+ {file = "pyyaml-6.0.3-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:41715c910c881bc081f1e8872880d3c650acf13dfa8214bad49ed4cede7c34ea"},
+ {file = "pyyaml-6.0.3-cp312-cp312-win32.whl", hash = "sha256:96b533f0e99f6579b3d4d4995707cf36df9100d67e0c8303a0c55b27b5f99bc5"},
+ {file = "pyyaml-6.0.3-cp312-cp312-win_amd64.whl", hash = "sha256:5fcd34e47f6e0b794d17de1b4ff496c00986e1c83f7ab2fb8fcfe9616ff7477b"},
+ {file = "pyyaml-6.0.3-cp312-cp312-win_arm64.whl", hash = "sha256:64386e5e707d03a7e172c0701abfb7e10f0fb753ee1d773128192742712a98fd"},
+ {file = "pyyaml-6.0.3-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:8da9669d359f02c0b91ccc01cac4a67f16afec0dac22c2ad09f46bee0697eba8"},
+ {file = "pyyaml-6.0.3-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:2283a07e2c21a2aa78d9c4442724ec1eb15f5e42a723b99cb3d822d48f5f7ad1"},
+ {file = "pyyaml-6.0.3-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:ee2922902c45ae8ccada2c5b501ab86c36525b883eff4255313a253a3160861c"},
+ {file = "pyyaml-6.0.3-cp313-cp313-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:a33284e20b78bd4a18c8c2282d549d10bc8408a2a7ff57653c0cf0b9be0afce5"},
+ {file = "pyyaml-6.0.3-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:0f29edc409a6392443abf94b9cf89ce99889a1dd5376d94316ae5145dfedd5d6"},
+ {file = "pyyaml-6.0.3-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:f7057c9a337546edc7973c0d3ba84ddcdf0daa14533c2065749c9075001090e6"},
+ {file = "pyyaml-6.0.3-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:eda16858a3cab07b80edaf74336ece1f986ba330fdb8ee0d6c0d68fe82bc96be"},
+ {file = "pyyaml-6.0.3-cp313-cp313-win32.whl", hash = "sha256:d0eae10f8159e8fdad514efdc92d74fd8d682c933a6dd088030f3834bc8e6b26"},
+ {file = "pyyaml-6.0.3-cp313-cp313-win_amd64.whl", hash = "sha256:79005a0d97d5ddabfeeea4cf676af11e647e41d81c9a7722a193022accdb6b7c"},
+ {file = "pyyaml-6.0.3-cp313-cp313-win_arm64.whl", hash = "sha256:5498cd1645aa724a7c71c8f378eb29ebe23da2fc0d7a08071d89469bf1d2defb"},
+ {file = "pyyaml-6.0.3-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:8d1fab6bb153a416f9aeb4b8763bc0f22a5586065f86f7664fc23339fc1c1fac"},
+ {file = "pyyaml-6.0.3-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:34d5fcd24b8445fadc33f9cf348c1047101756fd760b4dacb5c3e99755703310"},
+ {file = "pyyaml-6.0.3-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:501a031947e3a9025ed4405a168e6ef5ae3126c59f90ce0cd6f2bfc477be31b7"},
+ {file = "pyyaml-6.0.3-cp314-cp314-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:b3bc83488de33889877a0f2543ade9f70c67d66d9ebb4ac959502e12de895788"},
+ {file = "pyyaml-6.0.3-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:c458b6d084f9b935061bc36216e8a69a7e293a2f1e68bf956dcd9e6cbcd143f5"},
+ {file = "pyyaml-6.0.3-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:7c6610def4f163542a622a73fb39f534f8c101d690126992300bf3207eab9764"},
+ {file = "pyyaml-6.0.3-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:5190d403f121660ce8d1d2c1bb2ef1bd05b5f68533fc5c2ea899bd15f4399b35"},
+ {file = "pyyaml-6.0.3-cp314-cp314-win_amd64.whl", hash = "sha256:4a2e8cebe2ff6ab7d1050ecd59c25d4c8bd7e6f400f5f82b96557ac0abafd0ac"},
+ {file = "pyyaml-6.0.3-cp314-cp314-win_arm64.whl", hash = "sha256:93dda82c9c22deb0a405ea4dc5f2d0cda384168e466364dec6255b293923b2f3"},
+ {file = "pyyaml-6.0.3-cp314-cp314t-macosx_10_13_x86_64.whl", hash = "sha256:02893d100e99e03eda1c8fd5c441d8c60103fd175728e23e431db1b589cf5ab3"},
+ {file = "pyyaml-6.0.3-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:c1ff362665ae507275af2853520967820d9124984e0f7466736aea23d8611fba"},
+ {file = "pyyaml-6.0.3-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:6adc77889b628398debc7b65c073bcb99c4a0237b248cacaf3fe8a557563ef6c"},
+ {file = "pyyaml-6.0.3-cp314-cp314t-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:a80cb027f6b349846a3bf6d73b5e95e782175e52f22108cfa17876aaeff93702"},
+ {file = "pyyaml-6.0.3-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:00c4bdeba853cc34e7dd471f16b4114f4162dc03e6b7afcc2128711f0eca823c"},
+ {file = "pyyaml-6.0.3-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:66e1674c3ef6f541c35191caae2d429b967b99e02040f5ba928632d9a7f0f065"},
+ {file = "pyyaml-6.0.3-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:16249ee61e95f858e83976573de0f5b2893b3677ba71c9dd36b9cf8be9ac6d65"},
+ {file = "pyyaml-6.0.3-cp314-cp314t-win_amd64.whl", hash = "sha256:4ad1906908f2f5ae4e5a8ddfce73c320c2a1429ec52eafd27138b7f1cbe341c9"},
+ {file = "pyyaml-6.0.3-cp314-cp314t-win_arm64.whl", hash = "sha256:ebc55a14a21cb14062aa4162f906cd962b28e2e9ea38f9b4391244cd8de4ae0b"},
+ {file = "pyyaml-6.0.3-cp39-cp39-macosx_10_13_x86_64.whl", hash = "sha256:b865addae83924361678b652338317d1bd7e79b1f4596f96b96c77a5a34b34da"},
+ {file = "pyyaml-6.0.3-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:c3355370a2c156cffb25e876646f149d5d68f5e0a3ce86a5084dd0b64a994917"},
+ {file = "pyyaml-6.0.3-cp39-cp39-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:3c5677e12444c15717b902a5798264fa7909e41153cdf9ef7ad571b704a63dd9"},
+ {file = "pyyaml-6.0.3-cp39-cp39-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:5ed875a24292240029e4483f9d4a4b8a1ae08843b9c54f43fcc11e404532a8a5"},
+ {file = "pyyaml-6.0.3-cp39-cp39-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:0150219816b6a1fa26fb4699fb7daa9caf09eb1999f3b70fb6e786805e80375a"},
+ {file = "pyyaml-6.0.3-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:fa160448684b4e94d80416c0fa4aac48967a969efe22931448d853ada8baf926"},
+ {file = "pyyaml-6.0.3-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:27c0abcb4a5dac13684a37f76e701e054692a9b2d3064b70f5e4eb54810553d7"},
+ {file = "pyyaml-6.0.3-cp39-cp39-win32.whl", hash = "sha256:1ebe39cb5fc479422b83de611d14e2c0d3bb2a18bbcb01f229ab3cfbd8fee7a0"},
+ {file = "pyyaml-6.0.3-cp39-cp39-win_amd64.whl", hash = "sha256:2e71d11abed7344e42a8849600193d15b6def118602c4c176f748e4583246007"},
+ {file = "pyyaml-6.0.3.tar.gz", hash = "sha256:d76623373421df22fb4cf8817020cbb7ef15c725b9d5e45f17e189bfc384190f"},
]
[[package]]
@@ -1552,118 +1580,139 @@ typing-extensions = {version = ">=4.4.0", markers = "python_version < \"3.13\""}
[[package]]
name = "regex"
-version = "2024.11.6"
+version = "2025.9.18"
description = "Alternative regular expression module, to replace re."
optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
groups = ["main"]
files = [
- {file = "regex-2024.11.6-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:ff590880083d60acc0433f9c3f713c51f7ac6ebb9adf889c79a261ecf541aa91"},
- {file = "regex-2024.11.6-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:658f90550f38270639e83ce492f27d2c8d2cd63805c65a13a14d36ca126753f0"},
- {file = "regex-2024.11.6-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:164d8b7b3b4bcb2068b97428060b2a53be050085ef94eca7f240e7947f1b080e"},
- {file = "regex-2024.11.6-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d3660c82f209655a06b587d55e723f0b813d3a7db2e32e5e7dc64ac2a9e86fde"},
- {file = "regex-2024.11.6-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:d22326fcdef5e08c154280b71163ced384b428343ae16a5ab2b3354aed12436e"},
- {file = "regex-2024.11.6-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:f1ac758ef6aebfc8943560194e9fd0fa18bcb34d89fd8bd2af18183afd8da3a2"},
- {file = "regex-2024.11.6-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:997d6a487ff00807ba810e0f8332c18b4eb8d29463cfb7c820dc4b6e7562d0cf"},
- {file = "regex-2024.11.6-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:02a02d2bb04fec86ad61f3ea7f49c015a0681bf76abb9857f945d26159d2968c"},
- {file = "regex-2024.11.6-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:f02f93b92358ee3f78660e43b4b0091229260c5d5c408d17d60bf26b6c900e86"},
- {file = "regex-2024.11.6-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:06eb1be98df10e81ebaded73fcd51989dcf534e3c753466e4b60c4697a003b67"},
- {file = "regex-2024.11.6-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:040df6fe1a5504eb0f04f048e6d09cd7c7110fef851d7c567a6b6e09942feb7d"},
- {file = "regex-2024.11.6-cp310-cp310-musllinux_1_2_ppc64le.whl", hash = "sha256:fdabbfc59f2c6edba2a6622c647b716e34e8e3867e0ab975412c5c2f79b82da2"},
- {file = "regex-2024.11.6-cp310-cp310-musllinux_1_2_s390x.whl", hash = "sha256:8447d2d39b5abe381419319f942de20b7ecd60ce86f16a23b0698f22e1b70008"},
- {file = "regex-2024.11.6-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:da8f5fc57d1933de22a9e23eec290a0d8a5927a5370d24bda9a6abe50683fe62"},
- {file = "regex-2024.11.6-cp310-cp310-win32.whl", hash = "sha256:b489578720afb782f6ccf2840920f3a32e31ba28a4b162e13900c3e6bd3f930e"},
- {file = "regex-2024.11.6-cp310-cp310-win_amd64.whl", hash = "sha256:5071b2093e793357c9d8b2929dfc13ac5f0a6c650559503bb81189d0a3814519"},
- {file = "regex-2024.11.6-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:5478c6962ad548b54a591778e93cd7c456a7a29f8eca9c49e4f9a806dcc5d638"},
- {file = "regex-2024.11.6-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:2c89a8cc122b25ce6945f0423dc1352cb9593c68abd19223eebbd4e56612c5b7"},
- {file = "regex-2024.11.6-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:94d87b689cdd831934fa3ce16cc15cd65748e6d689f5d2b8f4f4df2065c9fa20"},
- {file = "regex-2024.11.6-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1062b39a0a2b75a9c694f7a08e7183a80c63c0d62b301418ffd9c35f55aaa114"},
- {file = "regex-2024.11.6-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:167ed4852351d8a750da48712c3930b031f6efdaa0f22fa1933716bfcd6bf4a3"},
- {file = "regex-2024.11.6-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:2d548dafee61f06ebdb584080621f3e0c23fff312f0de1afc776e2a2ba99a74f"},
- {file = "regex-2024.11.6-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f2a19f302cd1ce5dd01a9099aaa19cae6173306d1302a43b627f62e21cf18ac0"},
- {file = "regex-2024.11.6-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:bec9931dfb61ddd8ef2ebc05646293812cb6b16b60cf7c9511a832b6f1854b55"},
- {file = "regex-2024.11.6-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:9714398225f299aa85267fd222f7142fcb5c769e73d7733344efc46f2ef5cf89"},
- {file = "regex-2024.11.6-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:202eb32e89f60fc147a41e55cb086db2a3f8cb82f9a9a88440dcfc5d37faae8d"},
- {file = "regex-2024.11.6-cp311-cp311-musllinux_1_2_ppc64le.whl", hash = "sha256:4181b814e56078e9b00427ca358ec44333765f5ca1b45597ec7446d3a1ef6e34"},
- {file = "regex-2024.11.6-cp311-cp311-musllinux_1_2_s390x.whl", hash = "sha256:068376da5a7e4da51968ce4c122a7cd31afaaec4fccc7856c92f63876e57b51d"},
- {file = "regex-2024.11.6-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:ac10f2c4184420d881a3475fb2c6f4d95d53a8d50209a2500723d831036f7c45"},
- {file = "regex-2024.11.6-cp311-cp311-win32.whl", hash = "sha256:c36f9b6f5f8649bb251a5f3f66564438977b7ef8386a52460ae77e6070d309d9"},
- {file = "regex-2024.11.6-cp311-cp311-win_amd64.whl", hash = "sha256:02e28184be537f0e75c1f9b2f8847dc51e08e6e171c6bde130b2687e0c33cf60"},
- {file = "regex-2024.11.6-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:52fb28f528778f184f870b7cf8f225f5eef0a8f6e3778529bdd40c7b3920796a"},
- {file = "regex-2024.11.6-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:fdd6028445d2460f33136c55eeb1f601ab06d74cb3347132e1c24250187500d9"},
- {file = "regex-2024.11.6-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:805e6b60c54bf766b251e94526ebad60b7de0c70f70a4e6210ee2891acb70bf2"},
- {file = "regex-2024.11.6-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b85c2530be953a890eaffde05485238f07029600e8f098cdf1848d414a8b45e4"},
- {file = "regex-2024.11.6-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:bb26437975da7dc36b7efad18aa9dd4ea569d2357ae6b783bf1118dabd9ea577"},
- {file = "regex-2024.11.6-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:abfa5080c374a76a251ba60683242bc17eeb2c9818d0d30117b4486be10c59d3"},
- {file = "regex-2024.11.6-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:70b7fa6606c2881c1db9479b0eaa11ed5dfa11c8d60a474ff0e095099f39d98e"},
- {file = "regex-2024.11.6-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:0c32f75920cf99fe6b6c539c399a4a128452eaf1af27f39bce8909c9a3fd8cbe"},
- {file = "regex-2024.11.6-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:982e6d21414e78e1f51cf595d7f321dcd14de1f2881c5dc6a6e23bbbbd68435e"},
- {file = "regex-2024.11.6-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:a7c2155f790e2fb448faed6dd241386719802296ec588a8b9051c1f5c481bc29"},
- {file = "regex-2024.11.6-cp312-cp312-musllinux_1_2_ppc64le.whl", hash = "sha256:149f5008d286636e48cd0b1dd65018548944e495b0265b45e1bffecce1ef7f39"},
- {file = "regex-2024.11.6-cp312-cp312-musllinux_1_2_s390x.whl", hash = "sha256:e5364a4502efca094731680e80009632ad6624084aff9a23ce8c8c6820de3e51"},
- {file = "regex-2024.11.6-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:0a86e7eeca091c09e021db8eb72d54751e527fa47b8d5787caf96d9831bd02ad"},
- {file = "regex-2024.11.6-cp312-cp312-win32.whl", hash = "sha256:32f9a4c643baad4efa81d549c2aadefaeba12249b2adc5af541759237eee1c54"},
- {file = "regex-2024.11.6-cp312-cp312-win_amd64.whl", hash = "sha256:a93c194e2df18f7d264092dc8539b8ffb86b45b899ab976aa15d48214138e81b"},
- {file = "regex-2024.11.6-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:a6ba92c0bcdf96cbf43a12c717eae4bc98325ca3730f6b130ffa2e3c3c723d84"},
- {file = "regex-2024.11.6-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:525eab0b789891ac3be914d36893bdf972d483fe66551f79d3e27146191a37d4"},
- {file = "regex-2024.11.6-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:086a27a0b4ca227941700e0b31425e7a28ef1ae8e5e05a33826e17e47fbfdba0"},
- {file = "regex-2024.11.6-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:bde01f35767c4a7899b7eb6e823b125a64de314a8ee9791367c9a34d56af18d0"},
- {file = "regex-2024.11.6-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:b583904576650166b3d920d2bcce13971f6f9e9a396c673187f49811b2769dc7"},
- {file = "regex-2024.11.6-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:1c4de13f06a0d54fa0d5ab1b7138bfa0d883220965a29616e3ea61b35d5f5fc7"},
- {file = "regex-2024.11.6-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3cde6e9f2580eb1665965ce9bf17ff4952f34f5b126beb509fee8f4e994f143c"},
- {file = "regex-2024.11.6-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:0d7f453dca13f40a02b79636a339c5b62b670141e63efd511d3f8f73fba162b3"},
- {file = "regex-2024.11.6-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:59dfe1ed21aea057a65c6b586afd2a945de04fc7db3de0a6e3ed5397ad491b07"},
- {file = "regex-2024.11.6-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:b97c1e0bd37c5cd7902e65f410779d39eeda155800b65fc4d04cc432efa9bc6e"},
- {file = "regex-2024.11.6-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:f9d1e379028e0fc2ae3654bac3cbbef81bf3fd571272a42d56c24007979bafb6"},
- {file = "regex-2024.11.6-cp313-cp313-musllinux_1_2_s390x.whl", hash = "sha256:13291b39131e2d002a7940fb176e120bec5145f3aeb7621be6534e46251912c4"},
- {file = "regex-2024.11.6-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:4f51f88c126370dcec4908576c5a627220da6c09d0bff31cfa89f2523843316d"},
- {file = "regex-2024.11.6-cp313-cp313-win32.whl", hash = "sha256:63b13cfd72e9601125027202cad74995ab26921d8cd935c25f09c630436348ff"},
- {file = "regex-2024.11.6-cp313-cp313-win_amd64.whl", hash = "sha256:2b3361af3198667e99927da8b84c1b010752fa4b1115ee30beaa332cabc3ef1a"},
- {file = "regex-2024.11.6-cp38-cp38-macosx_10_9_universal2.whl", hash = "sha256:3a51ccc315653ba012774efca4f23d1d2a8a8f278a6072e29c7147eee7da446b"},
- {file = "regex-2024.11.6-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:ad182d02e40de7459b73155deb8996bbd8e96852267879396fb274e8700190e3"},
- {file = "regex-2024.11.6-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:ba9b72e5643641b7d41fa1f6d5abda2c9a263ae835b917348fc3c928182ad467"},
- {file = "regex-2024.11.6-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:40291b1b89ca6ad8d3f2b82782cc33807f1406cf68c8d440861da6304d8ffbbd"},
- {file = "regex-2024.11.6-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:cdf58d0e516ee426a48f7b2c03a332a4114420716d55769ff7108c37a09951bf"},
- {file = "regex-2024.11.6-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:a36fdf2af13c2b14738f6e973aba563623cb77d753bbbd8d414d18bfaa3105dd"},
- {file = "regex-2024.11.6-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d1cee317bfc014c2419a76bcc87f071405e3966da434e03e13beb45f8aced1a6"},
- {file = "regex-2024.11.6-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:50153825ee016b91549962f970d6a4442fa106832e14c918acd1c8e479916c4f"},
- {file = "regex-2024.11.6-cp38-cp38-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:ea1bfda2f7162605f6e8178223576856b3d791109f15ea99a9f95c16a7636fb5"},
- {file = "regex-2024.11.6-cp38-cp38-musllinux_1_2_aarch64.whl", hash = "sha256:df951c5f4a1b1910f1a99ff42c473ff60f8225baa1cdd3539fe2819d9543e9df"},
- {file = "regex-2024.11.6-cp38-cp38-musllinux_1_2_i686.whl", hash = "sha256:072623554418a9911446278f16ecb398fb3b540147a7828c06e2011fa531e773"},
- {file = "regex-2024.11.6-cp38-cp38-musllinux_1_2_ppc64le.whl", hash = "sha256:f654882311409afb1d780b940234208a252322c24a93b442ca714d119e68086c"},
- {file = "regex-2024.11.6-cp38-cp38-musllinux_1_2_s390x.whl", hash = "sha256:89d75e7293d2b3e674db7d4d9b1bee7f8f3d1609428e293771d1a962617150cc"},
- {file = "regex-2024.11.6-cp38-cp38-musllinux_1_2_x86_64.whl", hash = "sha256:f65557897fc977a44ab205ea871b690adaef6b9da6afda4790a2484b04293a5f"},
- {file = "regex-2024.11.6-cp38-cp38-win32.whl", hash = "sha256:6f44ec28b1f858c98d3036ad5d7d0bfc568bdd7a74f9c24e25f41ef1ebfd81a4"},
- {file = "regex-2024.11.6-cp38-cp38-win_amd64.whl", hash = "sha256:bb8f74f2f10dbf13a0be8de623ba4f9491faf58c24064f32b65679b021ed0001"},
- {file = "regex-2024.11.6-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:5704e174f8ccab2026bd2f1ab6c510345ae8eac818b613d7d73e785f1310f839"},
- {file = "regex-2024.11.6-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:220902c3c5cc6af55d4fe19ead504de80eb91f786dc102fbd74894b1551f095e"},
- {file = "regex-2024.11.6-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:5e7e351589da0850c125f1600a4c4ba3c722efefe16b297de54300f08d734fbf"},
- {file = "regex-2024.11.6-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5056b185ca113c88e18223183aa1a50e66507769c9640a6ff75859619d73957b"},
- {file = "regex-2024.11.6-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:2e34b51b650b23ed3354b5a07aab37034d9f923db2a40519139af34f485f77d0"},
- {file = "regex-2024.11.6-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:5670bce7b200273eee1840ef307bfa07cda90b38ae56e9a6ebcc9f50da9c469b"},
- {file = "regex-2024.11.6-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:08986dce1339bc932923e7d1232ce9881499a0e02925f7402fb7c982515419ef"},
- {file = "regex-2024.11.6-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:93c0b12d3d3bc25af4ebbf38f9ee780a487e8bf6954c115b9f015822d3bb8e48"},
- {file = "regex-2024.11.6-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:764e71f22ab3b305e7f4c21f1a97e1526a25ebdd22513e251cf376760213da13"},
- {file = "regex-2024.11.6-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:f056bf21105c2515c32372bbc057f43eb02aae2fda61052e2f7622c801f0b4e2"},
- {file = "regex-2024.11.6-cp39-cp39-musllinux_1_2_i686.whl", hash = "sha256:69ab78f848845569401469da20df3e081e6b5a11cb086de3eed1d48f5ed57c95"},
- {file = "regex-2024.11.6-cp39-cp39-musllinux_1_2_ppc64le.whl", hash = "sha256:86fddba590aad9208e2fa8b43b4c098bb0ec74f15718bb6a704e3c63e2cef3e9"},
- {file = "regex-2024.11.6-cp39-cp39-musllinux_1_2_s390x.whl", hash = "sha256:684d7a212682996d21ca12ef3c17353c021fe9de6049e19ac8481ec35574a70f"},
- {file = "regex-2024.11.6-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:a03e02f48cd1abbd9f3b7e3586d97c8f7a9721c436f51a5245b3b9483044480b"},
- {file = "regex-2024.11.6-cp39-cp39-win32.whl", hash = "sha256:41758407fc32d5c3c5de163888068cfee69cb4c2be844e7ac517a52770f9af57"},
- {file = "regex-2024.11.6-cp39-cp39-win_amd64.whl", hash = "sha256:b2837718570f95dd41675328e111345f9b7095d821bac435aac173ac80b19983"},
- {file = "regex-2024.11.6.tar.gz", hash = "sha256:7ab159b063c52a0333c884e4679f8d7a85112ee3078fe3d9004b2dd875585519"},
+ {file = "regex-2025.9.18-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:12296202480c201c98a84aecc4d210592b2f55e200a1d193235c4db92b9f6788"},
+ {file = "regex-2025.9.18-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:220381f1464a581f2ea988f2220cf2a67927adcef107d47d6897ba5a2f6d51a4"},
+ {file = "regex-2025.9.18-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:87f681bfca84ebd265278b5daa1dcb57f4db315da3b5d044add7c30c10442e61"},
+ {file = "regex-2025.9.18-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:34d674cbba70c9398074c8a1fcc1a79739d65d1105de2a3c695e2b05ea728251"},
+ {file = "regex-2025.9.18-cp310-cp310-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:385c9b769655cb65ea40b6eea6ff763cbb6d69b3ffef0b0db8208e1833d4e746"},
+ {file = "regex-2025.9.18-cp310-cp310-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:8900b3208e022570ae34328712bef6696de0804c122933414014bae791437ab2"},
+ {file = "regex-2025.9.18-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:c204e93bf32cd7a77151d44b05eb36f469d0898e3fba141c026a26b79d9914a0"},
+ {file = "regex-2025.9.18-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:3acc471d1dd7e5ff82e6cacb3b286750decd949ecd4ae258696d04f019817ef8"},
+ {file = "regex-2025.9.18-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:6479d5555122433728760e5f29edb4c2b79655a8deb681a141beb5c8a025baea"},
+ {file = "regex-2025.9.18-cp310-cp310-musllinux_1_2_ppc64le.whl", hash = "sha256:431bd2a8726b000eb6f12429c9b438a24062a535d06783a93d2bcbad3698f8a8"},
+ {file = "regex-2025.9.18-cp310-cp310-musllinux_1_2_s390x.whl", hash = "sha256:0cc3521060162d02bd36927e20690129200e5ac9d2c6d32b70368870b122db25"},
+ {file = "regex-2025.9.18-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:a021217b01be2d51632ce056d7a837d3fa37c543ede36e39d14063176a26ae29"},
+ {file = "regex-2025.9.18-cp310-cp310-win32.whl", hash = "sha256:4a12a06c268a629cb67cc1d009b7bb0be43e289d00d5111f86a2efd3b1949444"},
+ {file = "regex-2025.9.18-cp310-cp310-win_amd64.whl", hash = "sha256:47acd811589301298c49db2c56bde4f9308d6396da92daf99cba781fa74aa450"},
+ {file = "regex-2025.9.18-cp310-cp310-win_arm64.whl", hash = "sha256:16bd2944e77522275e5ee36f867e19995bcaa533dcb516753a26726ac7285442"},
+ {file = "regex-2025.9.18-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:51076980cd08cd13c88eb7365427ae27f0d94e7cebe9ceb2bb9ffdae8fc4d82a"},
+ {file = "regex-2025.9.18-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:828446870bd7dee4e0cbeed767f07961aa07f0ea3129f38b3ccecebc9742e0b8"},
+ {file = "regex-2025.9.18-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:c28821d5637866479ec4cc23b8c990f5bc6dd24e5e4384ba4a11d38a526e1414"},
+ {file = "regex-2025.9.18-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:726177ade8e481db669e76bf99de0b278783be8acd11cef71165327abd1f170a"},
+ {file = "regex-2025.9.18-cp311-cp311-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:f5cca697da89b9f8ea44115ce3130f6c54c22f541943ac8e9900461edc2b8bd4"},
+ {file = "regex-2025.9.18-cp311-cp311-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:dfbde38f38004703c35666a1e1c088b778e35d55348da2b7b278914491698d6a"},
+ {file = "regex-2025.9.18-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:f2f422214a03fab16bfa495cfec72bee4aaa5731843b771860a471282f1bf74f"},
+ {file = "regex-2025.9.18-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:a295916890f4df0902e4286bc7223ee7f9e925daa6dcdec4192364255b70561a"},
+ {file = "regex-2025.9.18-cp311-cp311-musllinux_1_2_ppc64le.whl", hash = "sha256:5db95ff632dbabc8c38c4e82bf545ab78d902e81160e6e455598014f0abe66b9"},
+ {file = "regex-2025.9.18-cp311-cp311-musllinux_1_2_s390x.whl", hash = "sha256:fb967eb441b0f15ae610b7069bdb760b929f267efbf522e814bbbfffdf125ce2"},
+ {file = "regex-2025.9.18-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:f04d2f20da4053d96c08f7fde6e1419b7ec9dbcee89c96e3d731fca77f411b95"},
+ {file = "regex-2025.9.18-cp311-cp311-win32.whl", hash = "sha256:895197241fccf18c0cea7550c80e75f185b8bd55b6924fcae269a1a92c614a07"},
+ {file = "regex-2025.9.18-cp311-cp311-win_amd64.whl", hash = "sha256:7e2b414deae99166e22c005e154a5513ac31493db178d8aec92b3269c9cce8c9"},
+ {file = "regex-2025.9.18-cp311-cp311-win_arm64.whl", hash = "sha256:fb137ec7c5c54f34a25ff9b31f6b7b0c2757be80176435bf367111e3f71d72df"},
+ {file = "regex-2025.9.18-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:436e1b31d7efd4dcd52091d076482031c611dde58bf9c46ca6d0a26e33053a7e"},
+ {file = "regex-2025.9.18-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:c190af81e5576b9c5fdc708f781a52ff20f8b96386c6e2e0557a78402b029f4a"},
+ {file = "regex-2025.9.18-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:e4121f1ce2b2b5eec4b397cc1b277686e577e658d8f5870b7eb2d726bd2300ab"},
+ {file = "regex-2025.9.18-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:300e25dbbf8299d87205e821a201057f2ef9aa3deb29caa01cd2cac669e508d5"},
+ {file = "regex-2025.9.18-cp312-cp312-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:7b47fcf9f5316c0bdaf449e879407e1b9937a23c3b369135ca94ebc8d74b1742"},
+ {file = "regex-2025.9.18-cp312-cp312-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:57a161bd3acaa4b513220b49949b07e252165e6b6dc910ee7617a37ff4f5b425"},
+ {file = "regex-2025.9.18-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:4f130c3a7845ba42de42f380fff3c8aebe89a810747d91bcf56d40a069f15352"},
+ {file = "regex-2025.9.18-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:5f96fa342b6f54dcba928dd452e8d8cb9f0d63e711d1721cd765bb9f73bb048d"},
+ {file = "regex-2025.9.18-cp312-cp312-musllinux_1_2_ppc64le.whl", hash = "sha256:0f0d676522d68c207828dcd01fb6f214f63f238c283d9f01d85fc664c7c85b56"},
+ {file = "regex-2025.9.18-cp312-cp312-musllinux_1_2_s390x.whl", hash = "sha256:40532bff8a1a0621e7903ae57fce88feb2e8a9a9116d341701302c9302aef06e"},
+ {file = "regex-2025.9.18-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:039f11b618ce8d71a1c364fdee37da1012f5a3e79b1b2819a9f389cd82fd6282"},
+ {file = "regex-2025.9.18-cp312-cp312-win32.whl", hash = "sha256:e1dd06f981eb226edf87c55d523131ade7285137fbde837c34dc9d1bf309f459"},
+ {file = "regex-2025.9.18-cp312-cp312-win_amd64.whl", hash = "sha256:3d86b5247bf25fa3715e385aa9ff272c307e0636ce0c9595f64568b41f0a9c77"},
+ {file = "regex-2025.9.18-cp312-cp312-win_arm64.whl", hash = "sha256:032720248cbeeae6444c269b78cb15664458b7bb9ed02401d3da59fe4d68c3a5"},
+ {file = "regex-2025.9.18-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:2a40f929cd907c7e8ac7566ac76225a77701a6221bca937bdb70d56cb61f57b2"},
+ {file = "regex-2025.9.18-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:c90471671c2cdf914e58b6af62420ea9ecd06d1554d7474d50133ff26ae88feb"},
+ {file = "regex-2025.9.18-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:1a351aff9e07a2dabb5022ead6380cff17a4f10e4feb15f9100ee56c4d6d06af"},
+ {file = "regex-2025.9.18-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:bc4b8e9d16e20ddfe16430c23468a8707ccad3365b06d4536142e71823f3ca29"},
+ {file = "regex-2025.9.18-cp313-cp313-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:4b8cdbddf2db1c5e80338ba2daa3cfa3dec73a46fff2a7dda087c8efbf12d62f"},
+ {file = "regex-2025.9.18-cp313-cp313-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:a276937d9d75085b2c91fb48244349c6954f05ee97bba0963ce24a9d915b8b68"},
+ {file = "regex-2025.9.18-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:92a8e375ccdc1256401c90e9dc02b8642894443d549ff5e25e36d7cf8a80c783"},
+ {file = "regex-2025.9.18-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:0dc6893b1f502d73037cf807a321cdc9be29ef3d6219f7970f842475873712ac"},
+ {file = "regex-2025.9.18-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:a61e85bfc63d232ac14b015af1261f826260c8deb19401c0597dbb87a864361e"},
+ {file = "regex-2025.9.18-cp313-cp313-musllinux_1_2_s390x.whl", hash = "sha256:1ef86a9ebc53f379d921fb9a7e42b92059ad3ee800fcd9e0fe6181090e9f6c23"},
+ {file = "regex-2025.9.18-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:d3bc882119764ba3a119fbf2bd4f1b47bc56c1da5d42df4ed54ae1e8e66fdf8f"},
+ {file = "regex-2025.9.18-cp313-cp313-win32.whl", hash = "sha256:3810a65675845c3bdfa58c3c7d88624356dd6ee2fc186628295e0969005f928d"},
+ {file = "regex-2025.9.18-cp313-cp313-win_amd64.whl", hash = "sha256:16eaf74b3c4180ede88f620f299e474913ab6924d5c4b89b3833bc2345d83b3d"},
+ {file = "regex-2025.9.18-cp313-cp313-win_arm64.whl", hash = "sha256:4dc98ba7dd66bd1261927a9f49bd5ee2bcb3660f7962f1ec02617280fc00f5eb"},
+ {file = "regex-2025.9.18-cp313-cp313t-macosx_10_13_universal2.whl", hash = "sha256:fe5d50572bc885a0a799410a717c42b1a6b50e2f45872e2b40f4f288f9bce8a2"},
+ {file = "regex-2025.9.18-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:1b9d9a2d6cda6621551ca8cf7a06f103adf72831153f3c0d982386110870c4d3"},
+ {file = "regex-2025.9.18-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:13202e4c4ac0ef9a317fff817674b293c8f7e8c68d3190377d8d8b749f566e12"},
+ {file = "regex-2025.9.18-cp313-cp313t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:874ff523b0fecffb090f80ae53dc93538f8db954c8bb5505f05b7787ab3402a0"},
+ {file = "regex-2025.9.18-cp313-cp313t-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:d13ab0490128f2bb45d596f754148cd750411afc97e813e4b3a61cf278a23bb6"},
+ {file = "regex-2025.9.18-cp313-cp313t-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:05440bc172bc4b4b37fb9667e796597419404dbba62e171e1f826d7d2a9ebcef"},
+ {file = "regex-2025.9.18-cp313-cp313t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:5514b8e4031fdfaa3d27e92c75719cbe7f379e28cacd939807289bce76d0e35a"},
+ {file = "regex-2025.9.18-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:65d3c38c39efce73e0d9dc019697b39903ba25b1ad45ebbd730d2cf32741f40d"},
+ {file = "regex-2025.9.18-cp313-cp313t-musllinux_1_2_ppc64le.whl", hash = "sha256:ae77e447ebc144d5a26d50055c6ddba1d6ad4a865a560ec7200b8b06bc529368"},
+ {file = "regex-2025.9.18-cp313-cp313t-musllinux_1_2_s390x.whl", hash = "sha256:e3ef8cf53dc8df49d7e28a356cf824e3623764e9833348b655cfed4524ab8a90"},
+ {file = "regex-2025.9.18-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:9feb29817df349c976da9a0debf775c5c33fc1c8ad7b9f025825da99374770b7"},
+ {file = "regex-2025.9.18-cp313-cp313t-win32.whl", hash = "sha256:168be0d2f9b9d13076940b1ed774f98595b4e3c7fc54584bba81b3cc4181742e"},
+ {file = "regex-2025.9.18-cp313-cp313t-win_amd64.whl", hash = "sha256:d59ecf3bb549e491c8104fea7313f3563c7b048e01287db0a90485734a70a730"},
+ {file = "regex-2025.9.18-cp313-cp313t-win_arm64.whl", hash = "sha256:dbef80defe9fb21310948a2595420b36c6d641d9bea4c991175829b2cc4bc06a"},
+ {file = "regex-2025.9.18-cp314-cp314-macosx_10_13_universal2.whl", hash = "sha256:c6db75b51acf277997f3adcd0ad89045d856190d13359f15ab5dda21581d9129"},
+ {file = "regex-2025.9.18-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:8f9698b6f6895d6db810e0bda5364f9ceb9e5b11328700a90cae573574f61eea"},
+ {file = "regex-2025.9.18-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:29cd86aa7cb13a37d0f0d7c21d8d949fe402ffa0ea697e635afedd97ab4b69f1"},
+ {file = "regex-2025.9.18-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:7c9f285a071ee55cd9583ba24dde006e53e17780bb309baa8e4289cd472bcc47"},
+ {file = "regex-2025.9.18-cp314-cp314-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:5adf266f730431e3be9021d3e5b8d5ee65e563fec2883ea8093944d21863b379"},
+ {file = "regex-2025.9.18-cp314-cp314-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:1137cabc0f38807de79e28d3f6e3e3f2cc8cfb26bead754d02e6d1de5f679203"},
+ {file = "regex-2025.9.18-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:7cc9e5525cada99699ca9223cce2d52e88c52a3d2a0e842bd53de5497c604164"},
+ {file = "regex-2025.9.18-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:bbb9246568f72dce29bcd433517c2be22c7791784b223a810225af3b50d1aafb"},
+ {file = "regex-2025.9.18-cp314-cp314-musllinux_1_2_ppc64le.whl", hash = "sha256:6a52219a93dd3d92c675383efff6ae18c982e2d7651c792b1e6d121055808743"},
+ {file = "regex-2025.9.18-cp314-cp314-musllinux_1_2_s390x.whl", hash = "sha256:ae9b3840c5bd456780e3ddf2f737ab55a79b790f6409182012718a35c6d43282"},
+ {file = "regex-2025.9.18-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:d488c236ac497c46a5ac2005a952c1a0e22a07be9f10c3e735bc7d1209a34773"},
+ {file = "regex-2025.9.18-cp314-cp314-win32.whl", hash = "sha256:0c3506682ea19beefe627a38872d8da65cc01ffa25ed3f2e422dffa1474f0788"},
+ {file = "regex-2025.9.18-cp314-cp314-win_amd64.whl", hash = "sha256:57929d0f92bebb2d1a83af372cd0ffba2263f13f376e19b1e4fa32aec4efddc3"},
+ {file = "regex-2025.9.18-cp314-cp314-win_arm64.whl", hash = "sha256:6a4b44df31d34fa51aa5c995d3aa3c999cec4d69b9bd414a8be51984d859f06d"},
+ {file = "regex-2025.9.18-cp314-cp314t-macosx_10_13_universal2.whl", hash = "sha256:b176326bcd544b5e9b17d6943f807697c0cb7351f6cfb45bf5637c95ff7e6306"},
+ {file = "regex-2025.9.18-cp314-cp314t-macosx_10_13_x86_64.whl", hash = "sha256:0ffd9e230b826b15b369391bec167baed57c7ce39efc35835448618860995946"},
+ {file = "regex-2025.9.18-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:ec46332c41add73f2b57e2f5b642f991f6b15e50e9f86285e08ffe3a512ac39f"},
+ {file = "regex-2025.9.18-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:b80fa342ed1ea095168a3f116637bd1030d39c9ff38dc04e54ef7c521e01fc95"},
+ {file = "regex-2025.9.18-cp314-cp314t-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:f4d97071c0ba40f0cf2a93ed76e660654c399a0a04ab7d85472239460f3da84b"},
+ {file = "regex-2025.9.18-cp314-cp314t-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:0ac936537ad87cef9e0e66c5144484206c1354224ee811ab1519a32373e411f3"},
+ {file = "regex-2025.9.18-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:dec57f96d4def58c422d212d414efe28218d58537b5445cf0c33afb1b4768571"},
+ {file = "regex-2025.9.18-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:48317233294648bf7cd068857f248e3a57222259a5304d32c7552e2284a1b2ad"},
+ {file = "regex-2025.9.18-cp314-cp314t-musllinux_1_2_ppc64le.whl", hash = "sha256:274687e62ea3cf54846a9b25fc48a04459de50af30a7bd0b61a9e38015983494"},
+ {file = "regex-2025.9.18-cp314-cp314t-musllinux_1_2_s390x.whl", hash = "sha256:a78722c86a3e7e6aadf9579e3b0ad78d955f2d1f1a8ca4f67d7ca258e8719d4b"},
+ {file = "regex-2025.9.18-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:06104cd203cdef3ade989a1c45b6215bf42f8b9dd705ecc220c173233f7cba41"},
+ {file = "regex-2025.9.18-cp314-cp314t-win32.whl", hash = "sha256:2e1eddc06eeaffd249c0adb6fafc19e2118e6308c60df9db27919e96b5656096"},
+ {file = "regex-2025.9.18-cp314-cp314t-win_amd64.whl", hash = "sha256:8620d247fb8c0683ade51217b459cb4a1081c0405a3072235ba43a40d355c09a"},
+ {file = "regex-2025.9.18-cp314-cp314t-win_arm64.whl", hash = "sha256:b7531a8ef61de2c647cdf68b3229b071e46ec326b3138b2180acb4275f470b01"},
+ {file = "regex-2025.9.18-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:3dbcfcaa18e9480669030d07371713c10b4f1a41f791ffa5cb1a99f24e777f40"},
+ {file = "regex-2025.9.18-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:1e85f73ef7095f0380208269055ae20524bfde3f27c5384126ddccf20382a638"},
+ {file = "regex-2025.9.18-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:9098e29b3ea4ffffeade423f6779665e2a4f8db64e699c0ed737ef0db6ba7b12"},
+ {file = "regex-2025.9.18-cp39-cp39-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:90b6b7a2d0f45b7ecaaee1aec6b362184d6596ba2092dd583ffba1b78dd0231c"},
+ {file = "regex-2025.9.18-cp39-cp39-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:c81b892af4a38286101502eae7aec69f7cd749a893d9987a92776954f3943408"},
+ {file = "regex-2025.9.18-cp39-cp39-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:3b524d010973f2e1929aeb635418d468d869a5f77b52084d9f74c272189c251d"},
+ {file = "regex-2025.9.18-cp39-cp39-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:6b498437c026a3d5d0be0020023ff76d70ae4d77118e92f6f26c9d0423452446"},
+ {file = "regex-2025.9.18-cp39-cp39-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:0716e4d6e58853d83f6563f3cf25c281ff46cf7107e5f11879e32cb0b59797d9"},
+ {file = "regex-2025.9.18-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:065b6956749379d41db2625f880b637d4acc14c0a4de0d25d609a62850e96d36"},
+ {file = "regex-2025.9.18-cp39-cp39-musllinux_1_2_ppc64le.whl", hash = "sha256:d4a691494439287c08ddb9b5793da605ee80299dd31e95fa3f323fac3c33d9d4"},
+ {file = "regex-2025.9.18-cp39-cp39-musllinux_1_2_s390x.whl", hash = "sha256:ef8d10cc0989565bcbe45fb4439f044594d5c2b8919d3d229ea2c4238f1d55b0"},
+ {file = "regex-2025.9.18-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:4baeb1b16735ac969a7eeecc216f1f8b7caf60431f38a2671ae601f716a32d25"},
+ {file = "regex-2025.9.18-cp39-cp39-win32.whl", hash = "sha256:8e5f41ad24a1e0b5dfcf4c4e5d9f5bd54c895feb5708dd0c1d0d35693b24d478"},
+ {file = "regex-2025.9.18-cp39-cp39-win_amd64.whl", hash = "sha256:50e8290707f2fb8e314ab3831e594da71e062f1d623b05266f8cfe4db4949afd"},
+ {file = "regex-2025.9.18-cp39-cp39-win_arm64.whl", hash = "sha256:039a9d7195fd88c943d7c777d4941e8ef736731947becce773c31a1009cb3c35"},
+ {file = "regex-2025.9.18.tar.gz", hash = "sha256:c5ba23274c61c6fef447ba6a39333297d0c247f53059dba0bca415cac511edc4"},
]
[[package]]
name = "requests"
-version = "2.32.4"
+version = "2.32.5"
description = "Python HTTP for Humans."
optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
groups = ["main"]
files = [
- {file = "requests-2.32.4-py3-none-any.whl", hash = "sha256:27babd3cda2a6d50b30443204ee89830707d396671944c998b5975b031ac2b2c"},
- {file = "requests-2.32.4.tar.gz", hash = "sha256:27d0316682c8a29834d3264820024b62a36942083d52caf2f14c0591336d3422"},
+ {file = "requests-2.32.5-py3-none-any.whl", hash = "sha256:2462f94637a34fd532264295e186976db0f5d453d1cdd31473c85a6a161affb6"},
+ {file = "requests-2.32.5.tar.gz", hash = "sha256:dbba0bac56e100853db0ea71b82b4dfd5fe2bf6d3754a8893c3af500cec7d7cf"},
]
[package.dependencies]
@@ -1678,129 +1727,167 @@ use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
[[package]]
name = "rpds-py"
-version = "0.25.1"
+version = "0.27.1"
description = "Python bindings to Rust's persistent data structures (rpds)"
optional = false
python-versions = ">=3.9"
groups = ["main"]
files = [
- {file = "rpds_py-0.25.1-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:f4ad628b5174d5315761b67f212774a32f5bad5e61396d38108bd801c0a8f5d9"},
- {file = "rpds_py-0.25.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:8c742af695f7525e559c16f1562cf2323db0e3f0fbdcabdf6865b095256b2d40"},
- {file = "rpds_py-0.25.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:605ffe7769e24b1800b4d024d24034405d9404f0bc2f55b6db3362cd34145a6f"},
- {file = "rpds_py-0.25.1-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:ccc6f3ddef93243538be76f8e47045b4aad7a66a212cd3a0f23e34469473d36b"},
- {file = "rpds_py-0.25.1-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:f70316f760174ca04492b5ab01be631a8ae30cadab1d1081035136ba12738cfa"},
- {file = "rpds_py-0.25.1-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:e1dafef8df605fdb46edcc0bf1573dea0d6d7b01ba87f85cd04dc855b2b4479e"},
- {file = "rpds_py-0.25.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0701942049095741a8aeb298a31b203e735d1c61f4423511d2b1a41dcd8a16da"},
- {file = "rpds_py-0.25.1-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:e87798852ae0b37c88babb7f7bbbb3e3fecc562a1c340195b44c7e24d403e380"},
- {file = "rpds_py-0.25.1-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:3bcce0edc1488906c2d4c75c94c70a0417e83920dd4c88fec1078c94843a6ce9"},
- {file = "rpds_py-0.25.1-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:e2f6a2347d3440ae789505693a02836383426249d5293541cd712e07e7aecf54"},
- {file = "rpds_py-0.25.1-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:4fd52d3455a0aa997734f3835cbc4c9f32571345143960e7d7ebfe7b5fbfa3b2"},
- {file = "rpds_py-0.25.1-cp310-cp310-win32.whl", hash = "sha256:3f0b1798cae2bbbc9b9db44ee068c556d4737911ad53a4e5093d09d04b3bbc24"},
- {file = "rpds_py-0.25.1-cp310-cp310-win_amd64.whl", hash = "sha256:3ebd879ab996537fc510a2be58c59915b5dd63bccb06d1ef514fee787e05984a"},
- {file = "rpds_py-0.25.1-cp311-cp311-macosx_10_12_x86_64.whl", hash = "sha256:5f048bbf18b1f9120685c6d6bb70cc1a52c8cc11bdd04e643d28d3be0baf666d"},
- {file = "rpds_py-0.25.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:4fbb0dbba559959fcb5d0735a0f87cdbca9e95dac87982e9b95c0f8f7ad10255"},
- {file = "rpds_py-0.25.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d4ca54b9cf9d80b4016a67a0193ebe0bcf29f6b0a96f09db942087e294d3d4c2"},
- {file = "rpds_py-0.25.1-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:1ee3e26eb83d39b886d2cb6e06ea701bba82ef30a0de044d34626ede51ec98b0"},
- {file = "rpds_py-0.25.1-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:89706d0683c73a26f76a5315d893c051324d771196ae8b13e6ffa1ffaf5e574f"},
- {file = "rpds_py-0.25.1-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:c2013ee878c76269c7b557a9a9c042335d732e89d482606990b70a839635feb7"},
- {file = "rpds_py-0.25.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:45e484db65e5380804afbec784522de84fa95e6bb92ef1bd3325d33d13efaebd"},
- {file = "rpds_py-0.25.1-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:48d64155d02127c249695abb87d39f0faf410733428d499867606be138161d65"},
- {file = "rpds_py-0.25.1-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:048893e902132fd6548a2e661fb38bf4896a89eea95ac5816cf443524a85556f"},
- {file = "rpds_py-0.25.1-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:0317177b1e8691ab5879f4f33f4b6dc55ad3b344399e23df2e499de7b10a548d"},
- {file = "rpds_py-0.25.1-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:bffcf57826d77a4151962bf1701374e0fc87f536e56ec46f1abdd6a903354042"},
- {file = "rpds_py-0.25.1-cp311-cp311-win32.whl", hash = "sha256:cda776f1967cb304816173b30994faaf2fd5bcb37e73118a47964a02c348e1bc"},
- {file = "rpds_py-0.25.1-cp311-cp311-win_amd64.whl", hash = "sha256:dc3c1ff0abc91444cd20ec643d0f805df9a3661fcacf9c95000329f3ddf268a4"},
- {file = "rpds_py-0.25.1-cp311-cp311-win_arm64.whl", hash = "sha256:5a3ddb74b0985c4387719fc536faced33cadf2172769540c62e2a94b7b9be1c4"},
- {file = "rpds_py-0.25.1-cp312-cp312-macosx_10_12_x86_64.whl", hash = "sha256:b5ffe453cde61f73fea9430223c81d29e2fbf412a6073951102146c84e19e34c"},
- {file = "rpds_py-0.25.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:115874ae5e2fdcfc16b2aedc95b5eef4aebe91b28e7e21951eda8a5dc0d3461b"},
- {file = "rpds_py-0.25.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a714bf6e5e81b0e570d01f56e0c89c6375101b8463999ead3a93a5d2a4af91fa"},
- {file = "rpds_py-0.25.1-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:35634369325906bcd01577da4c19e3b9541a15e99f31e91a02d010816b49bfda"},
- {file = "rpds_py-0.25.1-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:d4cb2b3ddc16710548801c6fcc0cfcdeeff9dafbc983f77265877793f2660309"},
- {file = "rpds_py-0.25.1-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:9ceca1cf097ed77e1a51f1dbc8d174d10cb5931c188a4505ff9f3e119dfe519b"},
- {file = "rpds_py-0.25.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:2c2cd1a4b0c2b8c5e31ffff50d09f39906fe351389ba143c195566056c13a7ea"},
- {file = "rpds_py-0.25.1-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:1de336a4b164c9188cb23f3703adb74a7623ab32d20090d0e9bf499a2203ad65"},
- {file = "rpds_py-0.25.1-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:9fca84a15333e925dd59ce01da0ffe2ffe0d6e5d29a9eeba2148916d1824948c"},
- {file = "rpds_py-0.25.1-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:88ec04afe0c59fa64e2f6ea0dd9657e04fc83e38de90f6de201954b4d4eb59bd"},
- {file = "rpds_py-0.25.1-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:a8bd2f19e312ce3e1d2c635618e8a8d8132892bb746a7cf74780a489f0f6cdcb"},
- {file = "rpds_py-0.25.1-cp312-cp312-win32.whl", hash = "sha256:e5e2f7280d8d0d3ef06f3ec1b4fd598d386cc6f0721e54f09109a8132182fbfe"},
- {file = "rpds_py-0.25.1-cp312-cp312-win_amd64.whl", hash = "sha256:db58483f71c5db67d643857404da360dce3573031586034b7d59f245144cc192"},
- {file = "rpds_py-0.25.1-cp312-cp312-win_arm64.whl", hash = "sha256:6d50841c425d16faf3206ddbba44c21aa3310a0cebc3c1cdfc3e3f4f9f6f5728"},
- {file = "rpds_py-0.25.1-cp313-cp313-macosx_10_12_x86_64.whl", hash = "sha256:659d87430a8c8c704d52d094f5ba6fa72ef13b4d385b7e542a08fc240cb4a559"},
- {file = "rpds_py-0.25.1-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:68f6f060f0bbdfb0245267da014d3a6da9be127fe3e8cc4a68c6f833f8a23bb1"},
- {file = "rpds_py-0.25.1-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:083a9513a33e0b92cf6e7a6366036c6bb43ea595332c1ab5c8ae329e4bcc0a9c"},
- {file = "rpds_py-0.25.1-cp313-cp313-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:816568614ecb22b18a010c7a12559c19f6fe993526af88e95a76d5a60b8b75fb"},
- {file = "rpds_py-0.25.1-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:3c6564c0947a7f52e4792983f8e6cf9bac140438ebf81f527a21d944f2fd0a40"},
- {file = "rpds_py-0.25.1-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:5c4a128527fe415d73cf1f70a9a688d06130d5810be69f3b553bf7b45e8acf79"},
- {file = "rpds_py-0.25.1-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a49e1d7a4978ed554f095430b89ecc23f42014a50ac385eb0c4d163ce213c325"},
- {file = "rpds_py-0.25.1-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:d74ec9bc0e2feb81d3f16946b005748119c0f52a153f6db6a29e8cd68636f295"},
- {file = "rpds_py-0.25.1-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:3af5b4cc10fa41e5bc64e5c198a1b2d2864337f8fcbb9a67e747e34002ce812b"},
- {file = "rpds_py-0.25.1-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:79dc317a5f1c51fd9c6a0c4f48209c6b8526d0524a6904fc1076476e79b00f98"},
- {file = "rpds_py-0.25.1-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:1521031351865e0181bc585147624d66b3b00a84109b57fcb7a779c3ec3772cd"},
- {file = "rpds_py-0.25.1-cp313-cp313-win32.whl", hash = "sha256:5d473be2b13600b93a5675d78f59e63b51b1ba2d0476893415dfbb5477e65b31"},
- {file = "rpds_py-0.25.1-cp313-cp313-win_amd64.whl", hash = "sha256:a7b74e92a3b212390bdce1d93da9f6488c3878c1d434c5e751cbc202c5e09500"},
- {file = "rpds_py-0.25.1-cp313-cp313-win_arm64.whl", hash = "sha256:dd326a81afe332ede08eb39ab75b301d5676802cdffd3a8f287a5f0b694dc3f5"},
- {file = "rpds_py-0.25.1-cp313-cp313t-macosx_10_12_x86_64.whl", hash = "sha256:a58d1ed49a94d4183483a3ce0af22f20318d4a1434acee255d683ad90bf78129"},
- {file = "rpds_py-0.25.1-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:f251bf23deb8332823aef1da169d5d89fa84c89f67bdfb566c49dea1fccfd50d"},
- {file = "rpds_py-0.25.1-cp313-cp313t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:8dbd586bfa270c1103ece2109314dd423df1fa3d9719928b5d09e4840cec0d72"},
- {file = "rpds_py-0.25.1-cp313-cp313t-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:6d273f136e912aa101a9274c3145dcbddbe4bac560e77e6d5b3c9f6e0ed06d34"},
- {file = "rpds_py-0.25.1-cp313-cp313t-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:666fa7b1bd0a3810a7f18f6d3a25ccd8866291fbbc3c9b912b917a6715874bb9"},
- {file = "rpds_py-0.25.1-cp313-cp313t-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:921954d7fbf3fccc7de8f717799304b14b6d9a45bbeec5a8d7408ccbf531faf5"},
- {file = "rpds_py-0.25.1-cp313-cp313t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f3d86373ff19ca0441ebeb696ef64cb58b8b5cbacffcda5a0ec2f3911732a194"},
- {file = "rpds_py-0.25.1-cp313-cp313t-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:c8980cde3bb8575e7c956a530f2c217c1d6aac453474bf3ea0f9c89868b531b6"},
- {file = "rpds_py-0.25.1-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:8eb8c84ecea987a2523e057c0d950bcb3f789696c0499290b8d7b3107a719d78"},
- {file = "rpds_py-0.25.1-cp313-cp313t-musllinux_1_2_i686.whl", hash = "sha256:e43a005671a9ed5a650f3bc39e4dbccd6d4326b24fb5ea8be5f3a43a6f576c72"},
- {file = "rpds_py-0.25.1-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:58f77c60956501a4a627749a6dcb78dac522f249dd96b5c9f1c6af29bfacfb66"},
- {file = "rpds_py-0.25.1-cp313-cp313t-win32.whl", hash = "sha256:2cb9e5b5e26fc02c8a4345048cd9998c2aca7c2712bd1b36da0c72ee969a3523"},
- {file = "rpds_py-0.25.1-cp313-cp313t-win_amd64.whl", hash = "sha256:401ca1c4a20cc0510d3435d89c069fe0a9ae2ee6495135ac46bdd49ec0495763"},
- {file = "rpds_py-0.25.1-cp39-cp39-macosx_10_12_x86_64.whl", hash = "sha256:ce4c8e485a3c59593f1a6f683cf0ea5ab1c1dc94d11eea5619e4fb5228b40fbd"},
- {file = "rpds_py-0.25.1-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:d8222acdb51a22929c3b2ddb236b69c59c72af4019d2cba961e2f9add9b6e634"},
- {file = "rpds_py-0.25.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:4593c4eae9b27d22df41cde518b4b9e4464d139e4322e2127daa9b5b981b76be"},
- {file = "rpds_py-0.25.1-cp39-cp39-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:bd035756830c712b64725a76327ce80e82ed12ebab361d3a1cdc0f51ea21acb0"},
- {file = "rpds_py-0.25.1-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:114a07e85f32b125404f28f2ed0ba431685151c037a26032b213c882f26eb908"},
- {file = "rpds_py-0.25.1-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:dec21e02e6cc932538b5203d3a8bd6aa1480c98c4914cb88eea064ecdbc6396a"},
- {file = "rpds_py-0.25.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:09eab132f41bf792c7a0ea1578e55df3f3e7f61888e340779b06050a9a3f16e9"},
- {file = "rpds_py-0.25.1-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:c98f126c4fc697b84c423e387337d5b07e4a61e9feac494362a59fd7a2d9ed80"},
- {file = "rpds_py-0.25.1-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:0e6a327af8ebf6baba1c10fadd04964c1965d375d318f4435d5f3f9651550f4a"},
- {file = "rpds_py-0.25.1-cp39-cp39-musllinux_1_2_i686.whl", hash = "sha256:bc120d1132cff853ff617754196d0ac0ae63befe7c8498bd67731ba368abe451"},
- {file = "rpds_py-0.25.1-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:140f61d9bed7839446bdd44852e30195c8e520f81329b4201ceead4d64eb3a9f"},
- {file = "rpds_py-0.25.1-cp39-cp39-win32.whl", hash = "sha256:9c006f3aadeda131b438c3092124bd196b66312f0caa5823ef09585a669cf449"},
- {file = "rpds_py-0.25.1-cp39-cp39-win_amd64.whl", hash = "sha256:a61d0b2c7c9a0ae45732a77844917b427ff16ad5464b4d4f5e4adb955f582890"},
- {file = "rpds_py-0.25.1-pp310-pypy310_pp73-macosx_10_12_x86_64.whl", hash = "sha256:b24bf3cd93d5b6ecfbedec73b15f143596c88ee249fa98cefa9a9dc9d92c6f28"},
- {file = "rpds_py-0.25.1-pp310-pypy310_pp73-macosx_11_0_arm64.whl", hash = "sha256:0eb90e94f43e5085623932b68840b6f379f26db7b5c2e6bcef3179bd83c9330f"},
- {file = "rpds_py-0.25.1-pp310-pypy310_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d50e4864498a9ab639d6d8854b25e80642bd362ff104312d9770b05d66e5fb13"},
- {file = "rpds_py-0.25.1-pp310-pypy310_pp73-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:7c9409b47ba0650544b0bb3c188243b83654dfe55dcc173a86832314e1a6a35d"},
- {file = "rpds_py-0.25.1-pp310-pypy310_pp73-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:796ad874c89127c91970652a4ee8b00d56368b7e00d3477f4415fe78164c8000"},
- {file = "rpds_py-0.25.1-pp310-pypy310_pp73-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:85608eb70a659bf4c1142b2781083d4b7c0c4e2c90eff11856a9754e965b2540"},
- {file = "rpds_py-0.25.1-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c4feb9211d15d9160bc85fa72fed46432cdc143eb9cf6d5ca377335a921ac37b"},
- {file = "rpds_py-0.25.1-pp310-pypy310_pp73-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:ccfa689b9246c48947d31dd9d8b16d89a0ecc8e0e26ea5253068efb6c542b76e"},
- {file = "rpds_py-0.25.1-pp310-pypy310_pp73-musllinux_1_2_aarch64.whl", hash = "sha256:3c5b317ecbd8226887994852e85de562f7177add602514d4ac40f87de3ae45a8"},
- {file = "rpds_py-0.25.1-pp310-pypy310_pp73-musllinux_1_2_i686.whl", hash = "sha256:454601988aab2c6e8fd49e7634c65476b2b919647626208e376afcd22019eeb8"},
- {file = "rpds_py-0.25.1-pp310-pypy310_pp73-musllinux_1_2_x86_64.whl", hash = "sha256:1c0c434a53714358532d13539272db75a5ed9df75a4a090a753ac7173ec14e11"},
- {file = "rpds_py-0.25.1-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:f73ce1512e04fbe2bc97836e89830d6b4314c171587a99688082d090f934d20a"},
- {file = "rpds_py-0.25.1-pp311-pypy311_pp73-macosx_10_12_x86_64.whl", hash = "sha256:ee86d81551ec68a5c25373c5643d343150cc54672b5e9a0cafc93c1870a53954"},
- {file = "rpds_py-0.25.1-pp311-pypy311_pp73-macosx_11_0_arm64.whl", hash = "sha256:89c24300cd4a8e4a51e55c31a8ff3918e6651b241ee8876a42cc2b2a078533ba"},
- {file = "rpds_py-0.25.1-pp311-pypy311_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:771c16060ff4e79584dc48902a91ba79fd93eade3aa3a12d6d2a4aadaf7d542b"},
- {file = "rpds_py-0.25.1-pp311-pypy311_pp73-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:785ffacd0ee61c3e60bdfde93baa6d7c10d86f15655bd706c89da08068dc5038"},
- {file = "rpds_py-0.25.1-pp311-pypy311_pp73-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:2a40046a529cc15cef88ac5ab589f83f739e2d332cb4d7399072242400ed68c9"},
- {file = "rpds_py-0.25.1-pp311-pypy311_pp73-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:85fc223d9c76cabe5d0bff82214459189720dc135db45f9f66aa7cffbf9ff6c1"},
- {file = "rpds_py-0.25.1-pp311-pypy311_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b0be9965f93c222fb9b4cc254235b3b2b215796c03ef5ee64f995b1b69af0762"},
- {file = "rpds_py-0.25.1-pp311-pypy311_pp73-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:8378fa4a940f3fb509c081e06cb7f7f2adae8cf46ef258b0e0ed7519facd573e"},
- {file = "rpds_py-0.25.1-pp311-pypy311_pp73-musllinux_1_2_aarch64.whl", hash = "sha256:33358883a4490287e67a2c391dfaea4d9359860281db3292b6886bf0be3d8692"},
- {file = "rpds_py-0.25.1-pp311-pypy311_pp73-musllinux_1_2_i686.whl", hash = "sha256:1d1fadd539298e70cac2f2cb36f5b8a65f742b9b9f1014dd4ea1f7785e2470bf"},
- {file = "rpds_py-0.25.1-pp311-pypy311_pp73-musllinux_1_2_x86_64.whl", hash = "sha256:9a46c2fb2545e21181445515960006e85d22025bd2fe6db23e76daec6eb689fe"},
- {file = "rpds_py-0.25.1-pp39-pypy39_pp73-macosx_10_12_x86_64.whl", hash = "sha256:50f2c501a89c9a5f4e454b126193c5495b9fb441a75b298c60591d8a2eb92e1b"},
- {file = "rpds_py-0.25.1-pp39-pypy39_pp73-macosx_11_0_arm64.whl", hash = "sha256:7d779b325cc8238227c47fbc53964c8cc9a941d5dbae87aa007a1f08f2f77b23"},
- {file = "rpds_py-0.25.1-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:036ded36bedb727beeabc16dc1dad7cb154b3fa444e936a03b67a86dc6a5066e"},
- {file = "rpds_py-0.25.1-pp39-pypy39_pp73-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:245550f5a1ac98504147cba96ffec8fabc22b610742e9150138e5d60774686d7"},
- {file = "rpds_py-0.25.1-pp39-pypy39_pp73-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:ff7c23ba0a88cb7b104281a99476cccadf29de2a0ef5ce864959a52675b1ca83"},
- {file = "rpds_py-0.25.1-pp39-pypy39_pp73-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:e37caa8cdb3b7cf24786451a0bdb853f6347b8b92005eeb64225ae1db54d1c2b"},
- {file = "rpds_py-0.25.1-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9f2f48ab00181600ee266a095fe815134eb456163f7d6699f525dee471f312cf"},
- {file = "rpds_py-0.25.1-pp39-pypy39_pp73-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:9e5fc7484fa7dce57e25063b0ec9638ff02a908304f861d81ea49273e43838c1"},
- {file = "rpds_py-0.25.1-pp39-pypy39_pp73-musllinux_1_2_aarch64.whl", hash = "sha256:d3c10228d6cf6fe2b63d2e7985e94f6916fa46940df46b70449e9ff9297bd3d1"},
- {file = "rpds_py-0.25.1-pp39-pypy39_pp73-musllinux_1_2_i686.whl", hash = "sha256:5d9e40f32745db28c1ef7aad23f6fc458dc1e29945bd6781060f0d15628b8ddf"},
- {file = "rpds_py-0.25.1-pp39-pypy39_pp73-musllinux_1_2_x86_64.whl", hash = "sha256:35a8d1a24b5936b35c5003313bc177403d8bdef0f8b24f28b1c4a255f94ea992"},
- {file = "rpds_py-0.25.1-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:6099263f526efff9cf3883dfef505518730f7a7a93049b1d90d42e50a22b4793"},
- {file = "rpds_py-0.25.1.tar.gz", hash = "sha256:8960b6dac09b62dac26e75d7e2c4a22efb835d827a7278c34f72b2b84fa160e3"},
+ {file = "rpds_py-0.27.1-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:68afeec26d42ab3b47e541b272166a0b4400313946871cba3ed3a4fc0cab1cef"},
+ {file = "rpds_py-0.27.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:74e5b2f7bb6fa38b1b10546d27acbacf2a022a8b5543efb06cfebc72a59c85be"},
+ {file = "rpds_py-0.27.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:9024de74731df54546fab0bfbcdb49fae19159ecaecfc8f37c18d2c7e2c0bd61"},
+ {file = "rpds_py-0.27.1-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:31d3ebadefcd73b73928ed0b2fd696f7fefda8629229f81929ac9c1854d0cffb"},
+ {file = "rpds_py-0.27.1-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:b2e7f8f169d775dd9092a1743768d771f1d1300453ddfe6325ae3ab5332b4657"},
+ {file = "rpds_py-0.27.1-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:3d905d16f77eb6ab2e324e09bfa277b4c8e5e6b8a78a3e7ff8f3cdf773b4c013"},
+ {file = "rpds_py-0.27.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:50c946f048209e6362e22576baea09193809f87687a95a8db24e5fbdb307b93a"},
+ {file = "rpds_py-0.27.1-cp310-cp310-manylinux_2_31_riscv64.whl", hash = "sha256:3deab27804d65cd8289eb814c2c0e807c4b9d9916c9225e363cb0cf875eb67c1"},
+ {file = "rpds_py-0.27.1-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:8b61097f7488de4be8244c89915da8ed212832ccf1e7c7753a25a394bf9b1f10"},
+ {file = "rpds_py-0.27.1-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:8a3f29aba6e2d7d90528d3c792555a93497fe6538aa65eb675b44505be747808"},
+ {file = "rpds_py-0.27.1-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:dd6cd0485b7d347304067153a6dc1d73f7d4fd995a396ef32a24d24b8ac63ac8"},
+ {file = "rpds_py-0.27.1-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:6f4461bf931108c9fa226ffb0e257c1b18dc2d44cd72b125bec50ee0ab1248a9"},
+ {file = "rpds_py-0.27.1-cp310-cp310-win32.whl", hash = "sha256:ee5422d7fb21f6a00c1901bf6559c49fee13a5159d0288320737bbf6585bd3e4"},
+ {file = "rpds_py-0.27.1-cp310-cp310-win_amd64.whl", hash = "sha256:3e039aabf6d5f83c745d5f9a0a381d031e9ed871967c0a5c38d201aca41f3ba1"},
+ {file = "rpds_py-0.27.1-cp311-cp311-macosx_10_12_x86_64.whl", hash = "sha256:be898f271f851f68b318872ce6ebebbc62f303b654e43bf72683dbdc25b7c881"},
+ {file = "rpds_py-0.27.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:62ac3d4e3e07b58ee0ddecd71d6ce3b1637de2d373501412df395a0ec5f9beb5"},
+ {file = "rpds_py-0.27.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:4708c5c0ceb2d034f9991623631d3d23cb16e65c83736ea020cdbe28d57c0a0e"},
+ {file = "rpds_py-0.27.1-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:abfa1171a9952d2e0002aba2ad3780820b00cc3d9c98c6630f2e93271501f66c"},
+ {file = "rpds_py-0.27.1-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:4b507d19f817ebaca79574b16eb2ae412e5c0835542c93fe9983f1e432aca195"},
+ {file = "rpds_py-0.27.1-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:168b025f8fd8d8d10957405f3fdcef3dc20f5982d398f90851f4abc58c566c52"},
+ {file = "rpds_py-0.27.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:cb56c6210ef77caa58e16e8c17d35c63fe3f5b60fd9ba9d424470c3400bcf9ed"},
+ {file = "rpds_py-0.27.1-cp311-cp311-manylinux_2_31_riscv64.whl", hash = "sha256:d252f2d8ca0195faa707f8eb9368955760880b2b42a8ee16d382bf5dd807f89a"},
+ {file = "rpds_py-0.27.1-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:6e5e54da1e74b91dbc7996b56640f79b195d5925c2b78efaa8c5d53e1d88edde"},
+ {file = "rpds_py-0.27.1-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:ffce0481cc6e95e5b3f0a47ee17ffbd234399e6d532f394c8dce320c3b089c21"},
+ {file = "rpds_py-0.27.1-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:a205fdfe55c90c2cd8e540ca9ceba65cbe6629b443bc05db1f590a3db8189ff9"},
+ {file = "rpds_py-0.27.1-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:689fb5200a749db0415b092972e8eba85847c23885c8543a8b0f5c009b1a5948"},
+ {file = "rpds_py-0.27.1-cp311-cp311-win32.whl", hash = "sha256:3182af66048c00a075010bc7f4860f33913528a4b6fc09094a6e7598e462fe39"},
+ {file = "rpds_py-0.27.1-cp311-cp311-win_amd64.whl", hash = "sha256:b4938466c6b257b2f5c4ff98acd8128ec36b5059e5c8f8372d79316b1c36bb15"},
+ {file = "rpds_py-0.27.1-cp311-cp311-win_arm64.whl", hash = "sha256:2f57af9b4d0793e53266ee4325535a31ba48e2f875da81a9177c9926dfa60746"},
+ {file = "rpds_py-0.27.1-cp312-cp312-macosx_10_12_x86_64.whl", hash = "sha256:ae2775c1973e3c30316892737b91f9283f9908e3cc7625b9331271eaaed7dc90"},
+ {file = "rpds_py-0.27.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:2643400120f55c8a96f7c9d858f7be0c88d383cd4653ae2cf0d0c88f668073e5"},
+ {file = "rpds_py-0.27.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:16323f674c089b0360674a4abd28d5042947d54ba620f72514d69be4ff64845e"},
+ {file = "rpds_py-0.27.1-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:9a1f4814b65eacac94a00fc9a526e3fdafd78e439469644032032d0d63de4881"},
+ {file = "rpds_py-0.27.1-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:7ba32c16b064267b22f1850a34051121d423b6f7338a12b9459550eb2096e7ec"},
+ {file = "rpds_py-0.27.1-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:e5c20f33fd10485b80f65e800bbe5f6785af510b9f4056c5a3c612ebc83ba6cb"},
+ {file = "rpds_py-0.27.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:466bfe65bd932da36ff279ddd92de56b042f2266d752719beb97b08526268ec5"},
+ {file = "rpds_py-0.27.1-cp312-cp312-manylinux_2_31_riscv64.whl", hash = "sha256:41e532bbdcb57c92ba3be62c42e9f096431b4cf478da9bc3bc6ce5c38ab7ba7a"},
+ {file = "rpds_py-0.27.1-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:f149826d742b406579466283769a8ea448eed82a789af0ed17b0cd5770433444"},
+ {file = "rpds_py-0.27.1-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:80c60cfb5310677bd67cb1e85a1e8eb52e12529545441b43e6f14d90b878775a"},
+ {file = "rpds_py-0.27.1-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:7ee6521b9baf06085f62ba9c7a3e5becffbc32480d2f1b351559c001c38ce4c1"},
+ {file = "rpds_py-0.27.1-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:a512c8263249a9d68cac08b05dd59d2b3f2061d99b322813cbcc14c3c7421998"},
+ {file = "rpds_py-0.27.1-cp312-cp312-win32.whl", hash = "sha256:819064fa048ba01b6dadc5116f3ac48610435ac9a0058bbde98e569f9e785c39"},
+ {file = "rpds_py-0.27.1-cp312-cp312-win_amd64.whl", hash = "sha256:d9199717881f13c32c4046a15f024971a3b78ad4ea029e8da6b86e5aa9cf4594"},
+ {file = "rpds_py-0.27.1-cp312-cp312-win_arm64.whl", hash = "sha256:33aa65b97826a0e885ef6e278fbd934e98cdcfed80b63946025f01e2f5b29502"},
+ {file = "rpds_py-0.27.1-cp313-cp313-macosx_10_12_x86_64.whl", hash = "sha256:e4b9fcfbc021633863a37e92571d6f91851fa656f0180246e84cbd8b3f6b329b"},
+ {file = "rpds_py-0.27.1-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:1441811a96eadca93c517d08df75de45e5ffe68aa3089924f963c782c4b898cf"},
+ {file = "rpds_py-0.27.1-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:55266dafa22e672f5a4f65019015f90336ed31c6383bd53f5e7826d21a0e0b83"},
+ {file = "rpds_py-0.27.1-cp313-cp313-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:d78827d7ac08627ea2c8e02c9e5b41180ea5ea1f747e9db0915e3adf36b62dcf"},
+ {file = "rpds_py-0.27.1-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:ae92443798a40a92dc5f0b01d8a7c93adde0c4dc965310a29ae7c64d72b9fad2"},
+ {file = "rpds_py-0.27.1-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:c46c9dd2403b66a2a3b9720ec4b74d4ab49d4fabf9f03dfdce2d42af913fe8d0"},
+ {file = "rpds_py-0.27.1-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:2efe4eb1d01b7f5f1939f4ef30ecea6c6b3521eec451fb93191bf84b2a522418"},
+ {file = "rpds_py-0.27.1-cp313-cp313-manylinux_2_31_riscv64.whl", hash = "sha256:15d3b4d83582d10c601f481eca29c3f138d44c92187d197aff663a269197c02d"},
+ {file = "rpds_py-0.27.1-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:4ed2e16abbc982a169d30d1a420274a709949e2cbdef119fe2ec9d870b42f274"},
+ {file = "rpds_py-0.27.1-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:a75f305c9b013289121ec0f1181931975df78738cdf650093e6b86d74aa7d8dd"},
+ {file = "rpds_py-0.27.1-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:67ce7620704745881a3d4b0ada80ab4d99df390838839921f99e63c474f82cf2"},
+ {file = "rpds_py-0.27.1-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:9d992ac10eb86d9b6f369647b6a3f412fc0075cfd5d799530e84d335e440a002"},
+ {file = "rpds_py-0.27.1-cp313-cp313-win32.whl", hash = "sha256:4f75e4bd8ab8db624e02c8e2fc4063021b58becdbe6df793a8111d9343aec1e3"},
+ {file = "rpds_py-0.27.1-cp313-cp313-win_amd64.whl", hash = "sha256:f9025faafc62ed0b75a53e541895ca272815bec18abe2249ff6501c8f2e12b83"},
+ {file = "rpds_py-0.27.1-cp313-cp313-win_arm64.whl", hash = "sha256:ed10dc32829e7d222b7d3b93136d25a406ba9788f6a7ebf6809092da1f4d279d"},
+ {file = "rpds_py-0.27.1-cp313-cp313t-macosx_10_12_x86_64.whl", hash = "sha256:92022bbbad0d4426e616815b16bc4127f83c9a74940e1ccf3cfe0b387aba0228"},
+ {file = "rpds_py-0.27.1-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:47162fdab9407ec3f160805ac3e154df042e577dd53341745fc7fb3f625e6d92"},
+ {file = "rpds_py-0.27.1-cp313-cp313t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:fb89bec23fddc489e5d78b550a7b773557c9ab58b7946154a10a6f7a214a48b2"},
+ {file = "rpds_py-0.27.1-cp313-cp313t-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:e48af21883ded2b3e9eb48cb7880ad8598b31ab752ff3be6457001d78f416723"},
+ {file = "rpds_py-0.27.1-cp313-cp313t-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:6f5b7bd8e219ed50299e58551a410b64daafb5017d54bbe822e003856f06a802"},
+ {file = "rpds_py-0.27.1-cp313-cp313t-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:08f1e20bccf73b08d12d804d6e1c22ca5530e71659e6673bce31a6bb71c1e73f"},
+ {file = "rpds_py-0.27.1-cp313-cp313t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0dc5dceeaefcc96dc192e3a80bbe1d6c410c469e97bdd47494a7d930987f18b2"},
+ {file = "rpds_py-0.27.1-cp313-cp313t-manylinux_2_31_riscv64.whl", hash = "sha256:d76f9cc8665acdc0c9177043746775aa7babbf479b5520b78ae4002d889f5c21"},
+ {file = "rpds_py-0.27.1-cp313-cp313t-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:134fae0e36022edad8290a6661edf40c023562964efea0cc0ec7f5d392d2aaef"},
+ {file = "rpds_py-0.27.1-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:eb11a4f1b2b63337cfd3b4d110af778a59aae51c81d195768e353d8b52f88081"},
+ {file = "rpds_py-0.27.1-cp313-cp313t-musllinux_1_2_i686.whl", hash = "sha256:13e608ac9f50a0ed4faec0e90ece76ae33b34c0e8656e3dceb9a7db994c692cd"},
+ {file = "rpds_py-0.27.1-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:dd2135527aa40f061350c3f8f89da2644de26cd73e4de458e79606384f4f68e7"},
+ {file = "rpds_py-0.27.1-cp313-cp313t-win32.whl", hash = "sha256:3020724ade63fe320a972e2ffd93b5623227e684315adce194941167fee02688"},
+ {file = "rpds_py-0.27.1-cp313-cp313t-win_amd64.whl", hash = "sha256:8ee50c3e41739886606388ba3ab3ee2aae9f35fb23f833091833255a31740797"},
+ {file = "rpds_py-0.27.1-cp314-cp314-macosx_10_12_x86_64.whl", hash = "sha256:acb9aafccaae278f449d9c713b64a9e68662e7799dbd5859e2c6b3c67b56d334"},
+ {file = "rpds_py-0.27.1-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:b7fb801aa7f845ddf601c49630deeeccde7ce10065561d92729bfe81bd21fb33"},
+ {file = "rpds_py-0.27.1-cp314-cp314-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:fe0dd05afb46597b9a2e11c351e5e4283c741237e7f617ffb3252780cca9336a"},
+ {file = "rpds_py-0.27.1-cp314-cp314-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:b6dfb0e058adb12d8b1d1b25f686e94ffa65d9995a5157afe99743bf7369d62b"},
+ {file = "rpds_py-0.27.1-cp314-cp314-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:ed090ccd235f6fa8bb5861684567f0a83e04f52dfc2e5c05f2e4b1309fcf85e7"},
+ {file = "rpds_py-0.27.1-cp314-cp314-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:bf876e79763eecf3e7356f157540d6a093cef395b65514f17a356f62af6cc136"},
+ {file = "rpds_py-0.27.1-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:12ed005216a51b1d6e2b02a7bd31885fe317e45897de81d86dcce7d74618ffff"},
+ {file = "rpds_py-0.27.1-cp314-cp314-manylinux_2_31_riscv64.whl", hash = "sha256:ee4308f409a40e50593c7e3bb8cbe0b4d4c66d1674a316324f0c2f5383b486f9"},
+ {file = "rpds_py-0.27.1-cp314-cp314-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:0b08d152555acf1f455154d498ca855618c1378ec810646fcd7c76416ac6dc60"},
+ {file = "rpds_py-0.27.1-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:dce51c828941973a5684d458214d3a36fcd28da3e1875d659388f4f9f12cc33e"},
+ {file = "rpds_py-0.27.1-cp314-cp314-musllinux_1_2_i686.whl", hash = "sha256:c1476d6f29eb81aa4151c9a31219b03f1f798dc43d8af1250a870735516a1212"},
+ {file = "rpds_py-0.27.1-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:3ce0cac322b0d69b63c9cdb895ee1b65805ec9ffad37639f291dd79467bee675"},
+ {file = "rpds_py-0.27.1-cp314-cp314-win32.whl", hash = "sha256:dfbfac137d2a3d0725758cd141f878bf4329ba25e34979797c89474a89a8a3a3"},
+ {file = "rpds_py-0.27.1-cp314-cp314-win_amd64.whl", hash = "sha256:a6e57b0abfe7cc513450fcf529eb486b6e4d3f8aee83e92eb5f1ef848218d456"},
+ {file = "rpds_py-0.27.1-cp314-cp314-win_arm64.whl", hash = "sha256:faf8d146f3d476abfee026c4ae3bdd9ca14236ae4e4c310cbd1cf75ba33d24a3"},
+ {file = "rpds_py-0.27.1-cp314-cp314t-macosx_10_12_x86_64.whl", hash = "sha256:ba81d2b56b6d4911ce735aad0a1d4495e808b8ee4dc58715998741a26874e7c2"},
+ {file = "rpds_py-0.27.1-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:84f7d509870098de0e864cad0102711c1e24e9b1a50ee713b65928adb22269e4"},
+ {file = "rpds_py-0.27.1-cp314-cp314t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a9e960fc78fecd1100539f14132425e1d5fe44ecb9239f8f27f079962021523e"},
+ {file = "rpds_py-0.27.1-cp314-cp314t-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:62f85b665cedab1a503747617393573995dac4600ff51869d69ad2f39eb5e817"},
+ {file = "rpds_py-0.27.1-cp314-cp314t-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:fed467af29776f6556250c9ed85ea5a4dd121ab56a5f8b206e3e7a4c551e48ec"},
+ {file = "rpds_py-0.27.1-cp314-cp314t-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:f2729615f9d430af0ae6b36cf042cb55c0936408d543fb691e1a9e36648fd35a"},
+ {file = "rpds_py-0.27.1-cp314-cp314t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:1b207d881a9aef7ba753d69c123a35d96ca7cb808056998f6b9e8747321f03b8"},
+ {file = "rpds_py-0.27.1-cp314-cp314t-manylinux_2_31_riscv64.whl", hash = "sha256:639fd5efec029f99b79ae47e5d7e00ad8a773da899b6309f6786ecaf22948c48"},
+ {file = "rpds_py-0.27.1-cp314-cp314t-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:fecc80cb2a90e28af8a9b366edacf33d7a91cbfe4c2c4544ea1246e949cfebeb"},
+ {file = "rpds_py-0.27.1-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:42a89282d711711d0a62d6f57d81aa43a1368686c45bc1c46b7f079d55692734"},
+ {file = "rpds_py-0.27.1-cp314-cp314t-musllinux_1_2_i686.whl", hash = "sha256:cf9931f14223de59551ab9d38ed18d92f14f055a5f78c1d8ad6493f735021bbb"},
+ {file = "rpds_py-0.27.1-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:f39f58a27cc6e59f432b568ed8429c7e1641324fbe38131de852cd77b2d534b0"},
+ {file = "rpds_py-0.27.1-cp314-cp314t-win32.whl", hash = "sha256:d5fa0ee122dc09e23607a28e6d7b150da16c662e66409bbe85230e4c85bb528a"},
+ {file = "rpds_py-0.27.1-cp314-cp314t-win_amd64.whl", hash = "sha256:6567d2bb951e21232c2f660c24cf3470bb96de56cdcb3f071a83feeaff8a2772"},
+ {file = "rpds_py-0.27.1-cp39-cp39-macosx_10_12_x86_64.whl", hash = "sha256:c918c65ec2e42c2a78d19f18c553d77319119bf43aa9e2edf7fb78d624355527"},
+ {file = "rpds_py-0.27.1-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:1fea2b1a922c47c51fd07d656324531adc787e415c8b116530a1d29c0516c62d"},
+ {file = "rpds_py-0.27.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:bbf94c58e8e0cd6b6f38d8de67acae41b3a515c26169366ab58bdca4a6883bb8"},
+ {file = "rpds_py-0.27.1-cp39-cp39-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:c2a8fed130ce946d5c585eddc7c8eeef0051f58ac80a8ee43bd17835c144c2cc"},
+ {file = "rpds_py-0.27.1-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:037a2361db72ee98d829bc2c5b7cc55598ae0a5e0ec1823a56ea99374cfd73c1"},
+ {file = "rpds_py-0.27.1-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:5281ed1cc1d49882f9997981c88df1a22e140ab41df19071222f7e5fc4e72125"},
+ {file = "rpds_py-0.27.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:2fd50659a069c15eef8aa3d64bbef0d69fd27bb4a50c9ab4f17f83a16cbf8905"},
+ {file = "rpds_py-0.27.1-cp39-cp39-manylinux_2_31_riscv64.whl", hash = "sha256:c4b676c4ae3921649a15d28ed10025548e9b561ded473aa413af749503c6737e"},
+ {file = "rpds_py-0.27.1-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:079bc583a26db831a985c5257797b2b5d3affb0386e7ff886256762f82113b5e"},
+ {file = "rpds_py-0.27.1-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:4e44099bd522cba71a2c6b97f68e19f40e7d85399de899d66cdb67b32d7cb786"},
+ {file = "rpds_py-0.27.1-cp39-cp39-musllinux_1_2_i686.whl", hash = "sha256:e202e6d4188e53c6661af813b46c37ca2c45e497fc558bacc1a7630ec2695aec"},
+ {file = "rpds_py-0.27.1-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:f41f814b8eaa48768d1bb551591f6ba45f87ac76899453e8ccd41dba1289b04b"},
+ {file = "rpds_py-0.27.1-cp39-cp39-win32.whl", hash = "sha256:9e71f5a087ead99563c11fdaceee83ee982fd39cf67601f4fd66cb386336ee52"},
+ {file = "rpds_py-0.27.1-cp39-cp39-win_amd64.whl", hash = "sha256:71108900c9c3c8590697244b9519017a400d9ba26a36c48381b3f64743a44aab"},
+ {file = "rpds_py-0.27.1-pp310-pypy310_pp73-macosx_10_12_x86_64.whl", hash = "sha256:7ba22cb9693df986033b91ae1d7a979bc399237d45fccf875b76f62bb9e52ddf"},
+ {file = "rpds_py-0.27.1-pp310-pypy310_pp73-macosx_11_0_arm64.whl", hash = "sha256:5b640501be9288c77738b5492b3fd3abc4ba95c50c2e41273c8a1459f08298d3"},
+ {file = "rpds_py-0.27.1-pp310-pypy310_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:fb08b65b93e0c6dd70aac7f7890a9c0938d5ec71d5cb32d45cf844fb8ae47636"},
+ {file = "rpds_py-0.27.1-pp310-pypy310_pp73-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:d7ff07d696a7a38152ebdb8212ca9e5baab56656749f3d6004b34ab726b550b8"},
+ {file = "rpds_py-0.27.1-pp310-pypy310_pp73-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:fb7c72262deae25366e3b6c0c0ba46007967aea15d1eea746e44ddba8ec58dcc"},
+ {file = "rpds_py-0.27.1-pp310-pypy310_pp73-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:7b002cab05d6339716b03a4a3a2ce26737f6231d7b523f339fa061d53368c9d8"},
+ {file = "rpds_py-0.27.1-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:23f6b69d1c26c4704fec01311963a41d7de3ee0570a84ebde4d544e5a1859ffc"},
+ {file = "rpds_py-0.27.1-pp310-pypy310_pp73-manylinux_2_31_riscv64.whl", hash = "sha256:530064db9146b247351f2a0250b8f00b289accea4596a033e94be2389977de71"},
+ {file = "rpds_py-0.27.1-pp310-pypy310_pp73-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:7b90b0496570bd6b0321724a330d8b545827c4df2034b6ddfc5f5275f55da2ad"},
+ {file = "rpds_py-0.27.1-pp310-pypy310_pp73-musllinux_1_2_aarch64.whl", hash = "sha256:879b0e14a2da6a1102a3fc8af580fc1ead37e6d6692a781bd8c83da37429b5ab"},
+ {file = "rpds_py-0.27.1-pp310-pypy310_pp73-musllinux_1_2_i686.whl", hash = "sha256:0d807710df3b5faa66c731afa162ea29717ab3be17bdc15f90f2d9f183da4059"},
+ {file = "rpds_py-0.27.1-pp310-pypy310_pp73-musllinux_1_2_x86_64.whl", hash = "sha256:3adc388fc3afb6540aec081fa59e6e0d3908722771aa1e37ffe22b220a436f0b"},
+ {file = "rpds_py-0.27.1-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:c796c0c1cc68cb08b0284db4229f5af76168172670c74908fdbd4b7d7f515819"},
+ {file = "rpds_py-0.27.1-pp311-pypy311_pp73-macosx_10_12_x86_64.whl", hash = "sha256:cdfe4bb2f9fe7458b7453ad3c33e726d6d1c7c0a72960bcc23800d77384e42df"},
+ {file = "rpds_py-0.27.1-pp311-pypy311_pp73-macosx_11_0_arm64.whl", hash = "sha256:8fabb8fd848a5f75a2324e4a84501ee3a5e3c78d8603f83475441866e60b94a3"},
+ {file = "rpds_py-0.27.1-pp311-pypy311_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:eda8719d598f2f7f3e0f885cba8646644b55a187762bec091fa14a2b819746a9"},
+ {file = "rpds_py-0.27.1-pp311-pypy311_pp73-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:3c64d07e95606ec402a0a1c511fe003873fa6af630bda59bac77fac8b4318ebc"},
+ {file = "rpds_py-0.27.1-pp311-pypy311_pp73-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:93a2ed40de81bcff59aabebb626562d48332f3d028ca2036f1d23cbb52750be4"},
+ {file = "rpds_py-0.27.1-pp311-pypy311_pp73-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:387ce8c44ae94e0ec50532d9cb0edce17311024c9794eb196b90e1058aadeb66"},
+ {file = "rpds_py-0.27.1-pp311-pypy311_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:aaf94f812c95b5e60ebaf8bfb1898a7d7cb9c1af5744d4a67fa47796e0465d4e"},
+ {file = "rpds_py-0.27.1-pp311-pypy311_pp73-manylinux_2_31_riscv64.whl", hash = "sha256:4848ca84d6ded9b58e474dfdbad4b8bfb450344c0551ddc8d958bf4b36aa837c"},
+ {file = "rpds_py-0.27.1-pp311-pypy311_pp73-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:2bde09cbcf2248b73c7c323be49b280180ff39fadcfe04e7b6f54a678d02a7cf"},
+ {file = "rpds_py-0.27.1-pp311-pypy311_pp73-musllinux_1_2_aarch64.whl", hash = "sha256:94c44ee01fd21c9058f124d2d4f0c9dc7634bec93cd4b38eefc385dabe71acbf"},
+ {file = "rpds_py-0.27.1-pp311-pypy311_pp73-musllinux_1_2_i686.whl", hash = "sha256:df8b74962e35c9249425d90144e721eed198e6555a0e22a563d29fe4486b51f6"},
+ {file = "rpds_py-0.27.1-pp311-pypy311_pp73-musllinux_1_2_x86_64.whl", hash = "sha256:dc23e6820e3b40847e2f4a7726462ba0cf53089512abe9ee16318c366494c17a"},
+ {file = "rpds_py-0.27.1-pp39-pypy39_pp73-macosx_10_12_x86_64.whl", hash = "sha256:aa8933159edc50be265ed22b401125c9eebff3171f570258854dbce3ecd55475"},
+ {file = "rpds_py-0.27.1-pp39-pypy39_pp73-macosx_11_0_arm64.whl", hash = "sha256:a50431bf02583e21bf273c71b89d710e7a710ad5e39c725b14e685610555926f"},
+ {file = "rpds_py-0.27.1-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:78af06ddc7fe5cc0e967085a9115accee665fb912c22a3f54bad70cc65b05fe6"},
+ {file = "rpds_py-0.27.1-pp39-pypy39_pp73-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:70d0738ef8fee13c003b100c2fbd667ec4f133468109b3472d249231108283a3"},
+ {file = "rpds_py-0.27.1-pp39-pypy39_pp73-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:e2f6fd8a1cea5bbe599b6e78a6e5ee08db434fc8ffea51ff201c8765679698b3"},
+ {file = "rpds_py-0.27.1-pp39-pypy39_pp73-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:8177002868d1426305bb5de1e138161c2ec9eb2d939be38291d7c431c4712df8"},
+ {file = "rpds_py-0.27.1-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:008b839781d6c9bf3b6a8984d1d8e56f0ec46dc56df61fd669c49b58ae800400"},
+ {file = "rpds_py-0.27.1-pp39-pypy39_pp73-manylinux_2_31_riscv64.whl", hash = "sha256:a55b9132bb1ade6c734ddd2759c8dc132aa63687d259e725221f106b83a0e485"},
+ {file = "rpds_py-0.27.1-pp39-pypy39_pp73-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:a46fdec0083a26415f11d5f236b79fa1291c32aaa4a17684d82f7017a1f818b1"},
+ {file = "rpds_py-0.27.1-pp39-pypy39_pp73-musllinux_1_2_aarch64.whl", hash = "sha256:8a63b640a7845f2bdd232eb0d0a4a2dd939bcdd6c57e6bb134526487f3160ec5"},
+ {file = "rpds_py-0.27.1-pp39-pypy39_pp73-musllinux_1_2_i686.whl", hash = "sha256:7e32721e5d4922deaaf963469d795d5bde6093207c52fec719bd22e5d1bedbc4"},
+ {file = "rpds_py-0.27.1-pp39-pypy39_pp73-musllinux_1_2_x86_64.whl", hash = "sha256:2c426b99a068601b5f4623573df7a7c3d72e87533a2dd2253353a03e7502566c"},
+ {file = "rpds_py-0.27.1-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:4fc9b7fe29478824361ead6e14e4f5aed570d477e06088826537e202d25fe859"},
+ {file = "rpds_py-0.27.1.tar.gz", hash = "sha256:26a1c73171d10b7acccbded82bf6a586ab8203601e565badc74bbbf8bc5a10f8"},
]
[[package]]
@@ -1860,14 +1947,14 @@ files = [
[[package]]
name = "soupsieve"
-version = "2.7"
+version = "2.8"
description = "A modern CSS selector implementation for Beautiful Soup."
optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
groups = ["main"]
files = [
- {file = "soupsieve-2.7-py3-none-any.whl", hash = "sha256:6e60cc5c1ffaf1cebcc12e8188320b72071e922c2e897f737cadce79ad5d30c4"},
- {file = "soupsieve-2.7.tar.gz", hash = "sha256:ad282f9b6926286d2ead4750552c8a6142bc4c783fd66b0293547c8fe6ae126a"},
+ {file = "soupsieve-2.8-py3-none-any.whl", hash = "sha256:0cc76456a30e20f5d7f2e14a98a4ae2ee4e5abdc7c5ea0aafe795f344bc7984c"},
+ {file = "soupsieve-2.8.tar.gz", hash = "sha256:e2dd4a40a628cb5f28f6d4b0db8800b8f581b65bb380b97de22ba5ca8d72572f"},
]
[[package]]
@@ -1901,48 +1988,6 @@ files = [
anyascii = "*"
pyahocorasick = "*"
-[[package]]
-name = "tomli"
-version = "2.2.1"
-description = "A lil' TOML parser"
-optional = false
-python-versions = ">=3.8"
-groups = ["main"]
-files = [
- {file = "tomli-2.2.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:678e4fa69e4575eb77d103de3df8a895e1591b48e740211bd1067378c69e8249"},
- {file = "tomli-2.2.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:023aa114dd824ade0100497eb2318602af309e5a55595f76b626d6d9f3b7b0a6"},
- {file = "tomli-2.2.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ece47d672db52ac607a3d9599a9d48dcb2f2f735c6c2d1f34130085bb12b112a"},
- {file = "tomli-2.2.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6972ca9c9cc9f0acaa56a8ca1ff51e7af152a9f87fb64623e31d5c83700080ee"},
- {file = "tomli-2.2.1-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:c954d2250168d28797dd4e3ac5cf812a406cd5a92674ee4c8f123c889786aa8e"},
- {file = "tomli-2.2.1-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:8dd28b3e155b80f4d54beb40a441d366adcfe740969820caf156c019fb5c7ec4"},
- {file = "tomli-2.2.1-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:e59e304978767a54663af13c07b3d1af22ddee3bb2fb0618ca1593e4f593a106"},
- {file = "tomli-2.2.1-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:33580bccab0338d00994d7f16f4c4ec25b776af3ffaac1ed74e0b3fc95e885a8"},
- {file = "tomli-2.2.1-cp311-cp311-win32.whl", hash = "sha256:465af0e0875402f1d226519c9904f37254b3045fc5084697cefb9bdde1ff99ff"},
- {file = "tomli-2.2.1-cp311-cp311-win_amd64.whl", hash = "sha256:2d0f2fdd22b02c6d81637a3c95f8cd77f995846af7414c5c4b8d0545afa1bc4b"},
- {file = "tomli-2.2.1-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:4a8f6e44de52d5e6c657c9fe83b562f5f4256d8ebbfe4ff922c495620a7f6cea"},
- {file = "tomli-2.2.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:8d57ca8095a641b8237d5b079147646153d22552f1c637fd3ba7f4b0b29167a8"},
- {file = "tomli-2.2.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:4e340144ad7ae1533cb897d406382b4b6fede8890a03738ff1683af800d54192"},
- {file = "tomli-2.2.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:db2b95f9de79181805df90bedc5a5ab4c165e6ec3fe99f970d0e302f384ad222"},
- {file = "tomli-2.2.1-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:40741994320b232529c802f8bc86da4e1aa9f413db394617b9a256ae0f9a7f77"},
- {file = "tomli-2.2.1-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:400e720fe168c0f8521520190686ef8ef033fb19fc493da09779e592861b78c6"},
- {file = "tomli-2.2.1-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:02abe224de6ae62c19f090f68da4e27b10af2b93213d36cf44e6e1c5abd19fdd"},
- {file = "tomli-2.2.1-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:b82ebccc8c8a36f2094e969560a1b836758481f3dc360ce9a3277c65f374285e"},
- {file = "tomli-2.2.1-cp312-cp312-win32.whl", hash = "sha256:889f80ef92701b9dbb224e49ec87c645ce5df3fa2cc548664eb8a25e03127a98"},
- {file = "tomli-2.2.1-cp312-cp312-win_amd64.whl", hash = "sha256:7fc04e92e1d624a4a63c76474610238576942d6b8950a2d7f908a340494e67e4"},
- {file = "tomli-2.2.1-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:f4039b9cbc3048b2416cc57ab3bda989a6fcf9b36cf8937f01a6e731b64f80d7"},
- {file = "tomli-2.2.1-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:286f0ca2ffeeb5b9bd4fcc8d6c330534323ec51b2f52da063b11c502da16f30c"},
- {file = "tomli-2.2.1-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a92ef1a44547e894e2a17d24e7557a5e85a9e1d0048b0b5e7541f76c5032cb13"},
- {file = "tomli-2.2.1-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9316dc65bed1684c9a98ee68759ceaed29d229e985297003e494aa825ebb0281"},
- {file = "tomli-2.2.1-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:e85e99945e688e32d5a35c1ff38ed0b3f41f43fad8df0bdf79f72b2ba7bc5272"},
- {file = "tomli-2.2.1-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:ac065718db92ca818f8d6141b5f66369833d4a80a9d74435a268c52bdfa73140"},
- {file = "tomli-2.2.1-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:d920f33822747519673ee656a4b6ac33e382eca9d331c87770faa3eef562aeb2"},
- {file = "tomli-2.2.1-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:a198f10c4d1b1375d7687bc25294306e551bf1abfa4eace6650070a5c1ae2744"},
- {file = "tomli-2.2.1-cp313-cp313-win32.whl", hash = "sha256:d3f5614314d758649ab2ab3a62d4f2004c825922f9e370b29416484086b264ec"},
- {file = "tomli-2.2.1-cp313-cp313-win_amd64.whl", hash = "sha256:a38aa0308e754b0e3c67e344754dff64999ff9b513e691d0e786265c93583c69"},
- {file = "tomli-2.2.1-py3-none-any.whl", hash = "sha256:cb55c73c5f4408779d0cf3eef9f762b9c9f147a77de7b258bef0a5628adc85cc"},
- {file = "tomli-2.2.1.tar.gz", hash = "sha256:cd45e1dc79c835ce60f7404ec8119f2eb06d38b1deba146f07ced3bbc44505ff"},
-]
-
[[package]]
name = "tqdm"
version = "4.67.1"
@@ -1994,19 +2039,18 @@ files = [
]
[package.dependencies]
-importlib_metadata = {version = ">=3.6", markers = "python_version < \"3.10\""}
typing_extensions = ">=4.14.0"
[[package]]
name = "typing-extensions"
-version = "4.14.0"
+version = "4.15.0"
description = "Backported and Experimental Type Hints for Python 3.9+"
optional = false
python-versions = ">=3.9"
groups = ["main"]
files = [
- {file = "typing_extensions-4.14.0-py3-none-any.whl", hash = "sha256:a1514509136dd0b477638fc68d6a91497af5076466ad0fa6c338e44e359944af"},
- {file = "typing_extensions-4.14.0.tar.gz", hash = "sha256:8676b788e32f02ab42d9e7c61324048ae4c6d844a399eebace3d4979d75ceef4"},
+ {file = "typing_extensions-4.15.0-py3-none-any.whl", hash = "sha256:f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548"},
+ {file = "typing_extensions-4.15.0.tar.gz", hash = "sha256:0cea48d173cc12fa28ecabc3b837ea3cf6f38c6d1136f85cbaaf598984861466"},
]
[[package]]
@@ -2023,21 +2067,21 @@ files = [
[[package]]
name = "urllib3"
-version = "2.5.0"
+version = "2.6.0"
description = "HTTP library with thread-safe connection pooling, file post, and more."
optional = false
python-versions = ">=3.9"
groups = ["main"]
files = [
- {file = "urllib3-2.5.0-py3-none-any.whl", hash = "sha256:e6b01673c0fa6a13e374b50871808eb3bf7046c4b125b216f6bf1cc604cff0dc"},
- {file = "urllib3-2.5.0.tar.gz", hash = "sha256:3fc47733c7e419d4bc3f6b3dc2b4f890bb743906a30d56ba4a5bfa4bbff92760"},
+ {file = "urllib3-2.6.0-py3-none-any.whl", hash = "sha256:c90f7a39f716c572c4e3e58509581ebd83f9b59cced005b7db7ad2d22b0db99f"},
+ {file = "urllib3-2.6.0.tar.gz", hash = "sha256:cb9bcef5a4b345d5da5d145dc3e30834f58e8018828cbc724d30b4cb7d4d49f1"},
]
[package.extras]
-brotli = ["brotli (>=1.0.9) ; platform_python_implementation == \"CPython\"", "brotlicffi (>=0.8.0) ; platform_python_implementation != \"CPython\""]
+brotli = ["brotli (>=1.2.0) ; platform_python_implementation == \"CPython\"", "brotlicffi (>=1.2.0.0) ; platform_python_implementation != \"CPython\""]
h2 = ["h2 (>=4,<5)"]
socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"]
-zstd = ["zstandard (>=0.18.0)"]
+zstd = ["backports-zstd (>=1.0.0) ; python_version < \"3.14\""]
[[package]]
name = "validators"
@@ -2062,28 +2106,7 @@ testing = ["pytest (>=7.4.0)"]
tooling = ["black (>=23.7.0)", "pyright (>=1.1.325)", "ruff (>=0.0.287)"]
tooling-extras = ["pyaml (>=23.7.0)", "pypandoc-binary (>=1.11)", "pytest (>=7.4.0)"]
-[[package]]
-name = "zipp"
-version = "3.23.0"
-description = "Backport of pathlib-compatible object wrapper for zip files"
-optional = false
-python-versions = ">=3.9"
-groups = ["main"]
-markers = "python_version == \"3.9\""
-files = [
- {file = "zipp-3.23.0-py3-none-any.whl", hash = "sha256:071652d6115ed432f5ce1d34c336c0adfd6a884660d1e9712a256d3d3bd4b14e"},
- {file = "zipp-3.23.0.tar.gz", hash = "sha256:a07157588a12518c9d4034df3fbbee09c814741a33ff63c05fa29d26a2404166"},
-]
-
-[package.extras]
-check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\""]
-cover = ["pytest-cov"]
-doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-enabler = ["pytest-enabler (>=2.2)"]
-test = ["big-O", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more_itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"]
-type = ["pytest-mypy"]
-
[metadata]
lock-version = "2.1"
-python-versions = ">=3.9,<=3.13"
-content-hash = "c5239f0416a42725c120463e60fb2e556d90812da2d11c5615027f5b4be512bb"
+python-versions = ">=3.11,<=3.13"
+content-hash = "838b86049ae7040bf96b8bee152cf278867dbb011a54c09daffea8b5c8da69f1"
diff --git a/pyproject.toml b/pyproject.toml
index bf4ea59..fecfd78 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,49 +1,48 @@
-[project]
+[tool.poetry]
name = "somef_core"
version = "0.0.1"
-description = "SOftware Metadata Extraction Framework (CORE): A tool for automatically extracting relevant software metadata from readme files and package files."
-authors = [
- { name = "Daniel Garijo", email = "daniel.garijo@upm.es" }
-]
+description = "SOftware Metadata Extraction Framework (CORE): A tool for automatically extracting relevant software metadata from a source code repository (README, package files, etc)."
+authors = ["Daniel Garijo "]
+readme = "README.md"
packages = [
{ include = "somef_core", from = "src" }
]
-requires-python = ">=3.9,<=3.13"
classifiers = [
"Programming Language :: Python :: 3.10",
"Operating System :: OS Independent",
"License :: OSI Approved :: MIT License",
"Topic :: Software Development :: Libraries :: Python Modules"
]
-urls = { homepage = "https://github.com/SciCodes/somef-core" }
-
-readme = "README.md"
-
-dependencies = [
- "bs4 >=0.0.1",
- "click >=8.1.7",
- "click-option-group >=0.5.6",
- "matplotlib >=3.8.2",
- "nltk >=3.9.0",
- "numpy >=1.26.3",
- "pandas >=2.1.4",
- "textblob >=0.17.1",
- "validators >=0.22.0",
- "scipy >=1.11.4",
- "inflect >=7.0.0",
- "contractions >=0.1.73",
- "chardet >=5.2.0",
- "pytest >=7.4.4",
- "bibtexparser >=1.4.1",
- "nbformat >=5.9.2",
- "markdown >=3.5.2",
- "requests >=2.31.0",
- "pyyaml >=6.0.2",
- "lxml >=5.1.0",
- "tomli >=2.0.1"
-]
+
+[tool.poetry.urls]
+homepage = "https://github.com/SciCodes/somef-core"
-[project.scripts]
+[tool.poetry.dependencies]
+ python = ">=3.11,<=3.13"
+ bs4 = "^0.0.1"
+ click = "^8.1.7"
+ click-option-group = "^0.5.6"
+ matplotlib = "^3.8.2"
+ nltk = "^3.9.0"
+ numpy = "^1.26.3"
+ pandas = "^2.1.4"
+ textblob = "^0.17.1"
+ validators = "^0.22.0"
+ scipy = "^1.11.4"
+ inflect = "^7.0.0"
+ contractions = "^0.1.73"
+ chardet = "^5.2.0"
+ pytest = "^8.0.0"
+ bibtexparser = "^1.4.1"
+ nbformat = "^5.9.2"
+ markdown = "^3.5.2"
+ markdown-it-py = "^3.0"
+ requests = "^2.31.0"
+ pyyaml = "^6.0.2"
+ lxml = "^5.1.0"
+
+
+[tool.poetry.scripts]
somef_core = "somef_core.__main__:cli"
[build-system]
diff --git a/pytest.ini b/pytest.ini
new file mode 100644
index 0000000..2f80c74
--- /dev/null
+++ b/pytest.ini
@@ -0,0 +1,7 @@
+[pytest]
+testpaths = somef/src/somef/test
+python_files = test_*.py
+python_classes = Test*
+python_functions = test_*
+
+norecursedirs = test_data .git .venv __pycache__ *.egg-info
diff --git a/src/somef_core/__init__.py b/src/somef_core/__init__.py
index 5f1d2cc..3f3e589 100644
--- a/src/somef_core/__init__.py
+++ b/src/somef_core/__init__.py
@@ -1,3 +1,3 @@
# -*- coding: utf-8 -*-
-__version__ = "0.0.1"
+__version__ = "0.9.13"
diff --git a/src/somef_core/__main__.py b/src/somef_core/__main__.py
index 7e20e9b..0b66683 100644
--- a/src/somef_core/__main__.py
+++ b/src/somef_core/__main__.py
@@ -33,10 +33,10 @@ def configure(auto, base_uri):
configuration.update_base_uri(base_uri)
else:
authorization = click.prompt("Authorization", default="")
- description = None
- invocation = None
- installation = None
- citation = None
+ description = click.prompt("Documentation classifier model file", default=configuration.default_description)
+ invocation = click.prompt("Invocation classifier model file", default=configuration.default_invocation)
+ installation = click.prompt("Installation classifier model file", default=configuration.default_installation)
+ citation = click.prompt("Citation classifier model file", default=configuration.default_citation)
base_uri = click.prompt("Base URI for RDF generation", default=base_uri)
# configuration.configure()
configuration.configure(authorization, description, invocation, installation, citation, base_uri)
@@ -114,6 +114,12 @@ def configure(auto, base_uri):
type=click.Path(),
help="Path to an output codemeta file"
)
+@optgroup.option(
+ "--google_codemeta_out",
+ "-gc",
+ type=click.Path(),
+ help="Path to an output Google-compliant codemeta file"
+)
@optgroup.option(
"--graph_out",
"-g",
@@ -157,8 +163,50 @@ def configure(auto, base_uri):
default=True,
help="""SOMEF will ignore the contents of all files within folders named test (True by default)"""
)
-def describe(**kwargs):
+@click.option(
+ "--requirements_all",
+ "-all",
+ is_flag=True,
+ default=False,
+ help="Export all detected requirements, including text and libraries (default)."
+)
+@click.option(
+ "--requirements_v",
+ "-v",
+ is_flag=True,
+ default=False,
+ help="Export only requirements from structured sources (pom.xml, requirements.txt, etc.)"
+)
+@click.option(
+ "--reconcile_authors",
+ "-ra",
+ is_flag=True,
+ default=False,
+ help="""SOMEF will extract additional information from certain files like CODEOWNERS, etc."""
+)
+@click.option(
+ "--branch",
+ "-b",
+ type=str,
+ default=None,
+ help="Branch of the repository to analyze. Overrides the default branch."
+)
+@click.option(
+ "--tag",
+ type=str,
+ default=None,
+ help="Tag of the repository to analyze. Incompatible with --branch"
+)
+def describe(requirements_v, requirements_all, **kwargs):
# import so missing packages get installed when appropriate
+ if requirements_v:
+ kwargs["requirements_mode"] = "v"
+ elif requirements_all:
+ kwargs["requirements_mode"] = "all"
+ else:
+ kwargs["requirements_mode"] = "all"
+
from . import somef_cli
somef_cli.run_cli(**kwargs)
- click.secho(f"Success", fg="green")
\ No newline at end of file
+ click.secho(f"Success", fg="green")
+
\ No newline at end of file
diff --git a/src/somef_core/configuration.py b/src/somef_core/configuration.py
index 177cf2e..d0d4004 100644
--- a/src/somef_core/configuration.py
+++ b/src/somef_core/configuration.py
@@ -3,8 +3,16 @@
import json
import sys
import logging
+
from .utils import constants
+path = Path(__file__).parent.absolute()
+default_description = os.path.join(str(path), "models", "description.p")
+default_invocation = os.path.join(str(path), "models", "invocation.p")
+default_installation = os.path.join(str(path), "models", "installation.p")
+default_citation = os.path.join(str(path), "models", "citation.p")
+
+
def get_configuration_file():
"""
Function that retrieves the configuration file
@@ -39,11 +47,12 @@ def update_base_uri(base_uri):
credentials_file.chmod(0o600)
json.dump(data, fh)
+
def configure(authorization="",
- description=None,
- invocation=None,
- installation=None,
- citation=None,
+ description=default_description,
+ invocation=default_invocation,
+ installation=default_installation,
+ citation=default_citation,
base_uri=constants.CONF_DEFAULT_BASE_URI):
""" Function to configure the main program"""
import nltk
diff --git a/src/somef_core/export/google_codemeta_export.py b/src/somef_core/export/google_codemeta_export.py
new file mode 100644
index 0000000..2cfcb80
--- /dev/null
+++ b/src/somef_core/export/google_codemeta_export.py
@@ -0,0 +1,171 @@
+import json
+import copy
+from . import json_export
+from ..utils import constants
+
+def save_google_codemeta_output(repo_data, output_path, pretty=False, requirements_mode="all"):
+ """
+ Generate a Google-compliant Codemeta JSON-LD file from repo_data.
+ """
+
+ # Generate base codemeta using SOMEF. It is basically a codemeta file with a few changes.
+ # This way we have the core in the codemeta export and changes about content go just in the first method.
+
+ json_export.save_codemeta_output(
+ repo_data,
+ output_path,
+ pretty=pretty,
+ requirements_mode=requirements_mode
+ )
+
+ # Load the generated codemeta
+ with open(output_path, "r") as f:
+ codemeta = json.load(f)
+
+ # Apply google-compliant transformations
+ codemeta = make_google_compliant(codemeta)
+
+ # Overwrite the same file (no tmp file)
+ with open(output_path, "w") as f:
+ if pretty:
+ json.dump(codemeta, f, indent=2, sort_keys=True)
+ else:
+ json.dump(codemeta, f)
+
+
+# SCHEMA_ORG_PROPERTIES = {
+# "@type",
+# "name",
+# "description",
+# "author",
+# "keywords",
+# "license",
+# "url",
+# "identifier",
+# "programmingLanguage",
+# "releaseNotes",
+# "releaseDate"
+# }
+
+def make_google_compliant(codemeta):
+ codemeta = copy.deepcopy(codemeta)
+
+ # context is different from codemeta
+ codemeta["@context"] = {
+ "@vocab": "https://schema.org/",
+ "codemeta": "https://w3id.org/codemeta/3.0/"
+ }
+
+ # Some categories must be in a @list even if only one value is present. Required order
+ for prop in ["author", "contributor", "editor"]:
+ if prop in codemeta:
+ codemeta[prop] = wrap_list(codemeta[prop])
+
+ # referencePublication.author is also a list
+ if "referencePublication" in codemeta:
+ for pub in codemeta["referencePublication"]:
+ if "author" in pub:
+ pub["author"] = wrap_list(pub["author"])
+
+ if isinstance(codemeta.get("softwareRequirements"), list):
+ codemeta["softwareRequirements"] = [
+ r for r in codemeta["softwareRequirements"] if isinstance(r, dict)
+ ]
+
+ if isinstance(codemeta.get("developmentStatus"), str):
+ codemeta["developmentStatus"] = codemeta["developmentStatus"].capitalize()
+
+ codemeta = prefix_all_codemeta_properties(codemeta)
+ for key, value in codemeta.items():
+ codemeta[key] = normalize_value(value, key)
+
+ # No mappings. No normalizations. No cleaning.
+ # The PR only requires @context and @list wrapping.
+
+ return codemeta
+
+
+# ------------------------------------------------------------
+# UTILITIES
+# ------------------------------------------------------------
+
+def wrap_list(value):
+ """
+ Always wrap lists in @list, even if only one element.
+ """
+ if isinstance(value, list):
+ return {"@list": value}
+ return value
+
+def prefix_all_codemeta_properties(codemeta):
+ """ Add codemeta: prefix to all properties that are NOT in Schema.org. """
+ new = {}
+
+ for key, value in codemeta.items():
+ if key in constants.SCHEMA_ORG_PROPERTIES or key == "@context":
+ new[key] = value
+ else:
+ new[f"codemeta:{key}"] = value
+
+ return new
+
+def normalize_value(value, key=None):
+ """
+ Minimal normalization:
+ - Only normalize keywords (CSV -> list)
+ - Only filter softwareRequirements (remove strings)
+ - Do NOT touch any other property
+ """
+
+ # keywords: convert CSV to list
+ if key == "keywords" and isinstance(value, str):
+ parts = [p.strip() for p in value.split(",") if p.strip()]
+ return parts
+
+ # softwareRequirements: keep only dicts
+ if key == "softwareRequirements" and isinstance(value, list):
+ return [v for v in value if isinstance(v, dict)]
+
+ return value
+
+
+# def apply_schemaorg_mappings(c):
+# """
+# Apply mappings from Codemeta to Schema.org for Google compliance.
+# """
+
+# # referencePublication -> citation
+# if "referencePublication" in c:
+# c["citation"] = c.pop("referencePublication")
+
+# # buildInstructions -> installUrl (if URL) or softwareHelp
+# if "buildInstructions" in c:
+# bi = c.pop("buildInstructions")
+# if isinstance(bi, list) and len(bi) == 1 and is_url(bi[0]):
+# c["installUrl"] = bi[0]
+# else:
+# c.setdefault("softwareHelp", [])
+# c["softwareHelp"].append({"@type": "CreativeWork", "text": bi})
+
+# # continuousIntegration -> softwareHelp
+# if "continuousIntegration" in c:
+# ci = c.pop("continuousIntegration")
+# c.setdefault("softwareHelp", [])
+# c["softwareHelp"].append({"@type": "CreativeWork", "url": ci})
+
+# # readme -> softwareHelp
+# if "readme" in c:
+# rd = c.pop("readme")
+# c.setdefault("softwareHelp", [])
+# c["softwareHelp"].append({"@type": "CreativeWork", "url": rd})
+
+# # developmentStatus normalization
+# if "developmentStatus" in c:
+# status = c["developmentStatus"]
+# if isinstance(status, str):
+# c["developmentStatus"] = status.capitalize()
+
+# return c
+
+
+
diff --git a/src/somef_core/export/json_export.py b/src/somef_core/export/json_export.py
index 7fed51d..b5bb205 100644
--- a/src/somef_core/export/json_export.py
+++ b/src/somef_core/export/json_export.py
@@ -5,6 +5,8 @@
from dateutil import parser as date_parser
from ..utils import constants
from ..regular_expressions import detect_license_spdx,extract_scholarly_article_natural, extract_scholarly_article_properties
+from typing import List, Dict
+from urllib.parse import urlparse, urlunparse
def save_json_output(repo_data, out_path, missing, pretty=False):
"""
@@ -31,7 +33,7 @@ def save_json_output(repo_data, out_path, missing, pretty=False):
json.dump(repo_data, output)
-def save_codemeta_output(repo_data, outfile, pretty=False):
+def save_codemeta_output(repo_data, outfile, pretty=False, requirements_mode='all'):
"""
Function that saves a Codemeta JSONLD file with a summary of the results
@@ -40,27 +42,12 @@ def save_codemeta_output(repo_data, outfile, pretty=False):
@param repo_data: JSON with the results to translate to Codemeta
@param outfile: path where to save the codemeta file
@param pretty: option to show the JSON results in a nice format
+ @param requriments_mode: option to show all requriments or just machine readable
"""
def format_date(date_string):
date_object = date_parser.parse(date_string)
return date_object.strftime("%Y-%m-%d")
- # latest_release = None
- # releases = data_path(["releases", "excerpt"])
- #
- # if releases is not None and len(releases) > 0:
- # latest_release = releases[0]
- # latest_pub_date = date_parser.parse(latest_release["datePublished"])
- # for index in range(1, len(releases)):
- # release = releases[index]
- # pub_date = date_parser.parse(release["datePublished"])
- #
- # if pub_date > latest_pub_date:
- # latest_release = release
- # latest_pub_date = pub_date
-
- # def release_path(path):
- # return DataGraph.resolve_path(latest_release, path)
code_repository = None
if constants.CAT_CODE_REPOSITORY in repo_data:
code_repository = repo_data[constants.CAT_CODE_REPOSITORY][0][constants.PROP_RESULT][constants.PROP_VALUE]
@@ -76,14 +63,45 @@ def format_date(date_string):
descriptions_text = []
if descriptions is not None:
- descriptions.sort(key=lambda x: (x[constants.PROP_CONFIDENCE] + (1 if x[constants.PROP_TECHNIQUE] == constants.GITHUB_API else 0)),
- reverse=True)
- descriptions_text = [x[constants.PROP_RESULT][constants.PROP_VALUE] for x in descriptions]
+
+ # priority descriptions: Codemeta, without codemeta but confidence 1, rest
+ codemeta_desc = [d for d in descriptions if d.get("technique") == "code_parser" and "codemeta.json" in d.get("source", "")]
+ github_desc = [d for d in descriptions if d.get("technique") == constants.GITHUB_API]
+ readme_desc = [d for d in descriptions if d.get("technique") not in ("code_parser", constants.GITHUB_API)]
+
+ if codemeta_desc:
+ # If codemeta just these
+ selected = codemeta_desc
+ elif github_desc:
+ # whitout codemeta, but we have descripciont with confidence 1
+ threshold_1 = [d for d in github_desc if d.get("confidence", 0) == 1]
+ selected = threshold_1 if threshold_1 else github_desc
+ else:
+ # Rest of descriptions
+ selected = sorted(readme_desc, key=lambda x: x.get("confidence", 0), reverse=True)[:1]
+
+ flat_descriptions = []
+ for d in selected:
+ value = d[constants.PROP_RESULT][constants.PROP_VALUE]
+ if isinstance(value, list):
+ for v in value:
+ if v not in flat_descriptions:
+ flat_descriptions.append(v)
+ else:
+ if value not in flat_descriptions:
+ flat_descriptions.append(value)
+
+ descriptions_text = flat_descriptions
+
+ # descriptions_text = [d[constants.PROP_RESULT][constants.PROP_VALUE] for d in selected]
+ # descriptions.sort(key=lambda x: (x[constants.PROP_CONFIDENCE] + (1 if x[constants.PROP_TECHNIQUE] == constants.GITHUB_API else 0)),
+ # reverse=True)
+ # descriptions_text = [x[constants.PROP_RESULT][constants.PROP_VALUE] for x in descriptions]
codemeta_output = {
"@context": "https://w3id.org/codemeta/3.0",
- "@type": "SoftwareSourceCode"
+ "@type": ["SoftwareSourceCode", "SoftwareApplication"]
}
if constants.CAT_LICENSE in repo_data:
# We mix the name of the license from github API with the URL of the file (if found)
@@ -121,27 +139,46 @@ def format_date(date_string):
l_result["url"] = l[constants.PROP_RESULT][constants.PROP_URL]
if constants.PROP_SPDX_ID in l[constants.PROP_RESULT].keys():
l_result["identifier"] = constants.SPDX_BASE + l[constants.PROP_RESULT][constants.PROP_SPDX_ID]
- l_result["spdx_id"] = l[constants.PROP_RESULT][constants.PROP_SPDX_ID]
+ # spdx_id does not exist in codemeta
+ # l_result["spdx_id"] = l[constants.PROP_RESULT][constants.PROP_SPDX_ID]
- codemeta_output["license"] = l_result
+ codemeta_output[constants.CAT_CODEMETA_LICENSE] = l_result
if code_repository is not None:
- codemeta_output["codeRepository"] = code_repository
- codemeta_output["issueTracker"] = code_repository + "/issues"
+ codemeta_output[constants.CAT_CODEMETA_CODEREPOSITORY] = code_repository
+ codemeta_output[constants.CAT_CODEMETA_ISSUETRACKER] = code_repository + "/issues"
if constants.CAT_DATE_CREATED in repo_data:
- codemeta_output["dateCreated"] = format_date(repo_data[constants.CAT_DATE_CREATED][0][constants.PROP_RESULT][constants.PROP_VALUE])
+ value = repo_data[constants.CAT_DATE_CREATED][0][constants.PROP_RESULT][constants.PROP_VALUE]
+ if value:
+ codemeta_output[constants.CAT_CODEMETA_DATECREATED] = format_date(value)
if constants.CAT_DATE_UPDATED in repo_data:
- codemeta_output["dateModified"] = format_date(repo_data[constants.CAT_DATE_UPDATED][0][constants.PROP_RESULT][constants.PROP_VALUE])
+ value = repo_data[constants.CAT_DATE_UPDATED][0][constants.PROP_RESULT][constants.PROP_VALUE]
+ if value:
+ codemeta_output[constants.CAT_CODEMETA_DATEMODIFIED] = format_date(value)
if constants.CAT_DOWNLOAD_URL in repo_data:
- codemeta_output["downloadUrl"] = repo_data[constants.CAT_DOWNLOAD_URL][0][constants.PROP_RESULT][constants.PROP_VALUE]
+ codemeta_output[constants.CAT_CODEMETA_DOWNLOADURL] = repo_data[constants.CAT_DOWNLOAD_URL][0][constants.PROP_RESULT][constants.PROP_VALUE]
if constants.CAT_NAME in repo_data:
- codemeta_output["name"] = repo_data[constants.CAT_NAME][0][constants.PROP_RESULT][constants.PROP_VALUE]
+ codemeta_output[constants.CAT_CODEMETA_NAME] = repo_data[constants.CAT_NAME][0][constants.PROP_RESULT][constants.PROP_VALUE]
if constants.CAT_LOGO in repo_data:
- codemeta_output["logo"] = repo_data[constants.CAT_LOGO][0][constants.PROP_RESULT][constants.PROP_VALUE]
+ codemeta_output[constants.CAT_CODEMETA_LOGO] = repo_data[constants.CAT_LOGO][0][constants.PROP_RESULT][constants.PROP_VALUE]
if constants.CAT_KEYWORDS in repo_data:
- codemeta_output["keywords"] = repo_data[constants.CAT_KEYWORDS][0][constants.PROP_RESULT][constants.PROP_VALUE]
+ # codemeta_output[constants.CAT_CODEMETA_KEYWORDS] = repo_data[constants.CAT_KEYWORDS][0][constants.PROP_RESULT][constants.PROP_VALUE]
+ codemeta_output[constants.CAT_CODEMETA_KEYWORDS] = []
+ for key in repo_data[constants.CAT_KEYWORDS]:
+ key_value = key[constants.PROP_RESULT][constants.PROP_VALUE]
+ if isinstance(key_value, str):
+ items = [s.strip() for s in key_value.split(",") if s.strip()]
+ elif isinstance(key_value, list):
+ items = key_value
+ else:
+ continue
+
+ for item in items:
+ if item not in codemeta_output[constants.CAT_CODEMETA_KEYWORDS]:
+ codemeta_output[constants.CAT_CODEMETA_KEYWORDS].append(item)
+
if constants.CAT_PROGRAMMING_LANGUAGES in repo_data:
# Calculate the total code size of all the programming languages
- codemeta_output["programmingLanguage"] = []
+ codemeta_output[constants.CAT_CODEMETA_PROGRAMMINGLANGUAGE] = []
language_data = repo_data.get(constants.CAT_PROGRAMMING_LANGUAGES, [])
total_size = 0
for item in language_data:
@@ -154,38 +191,71 @@ def format_date(date_string):
result = item.get(constants.PROP_RESULT, {})
size = result.get(constants.PROP_SIZE)
value = result.get(constants.PROP_VALUE)
- if value not in codemeta_output["programmingLanguage"]:
+ if value not in codemeta_output[constants.CAT_CODEMETA_PROGRAMMINGLANGUAGE]:
if size is not None and value is not None and total_size > 0:
percentage = (size / total_size) * 100
if percentage > constants.MINIMUM_PERCENTAGE_LANGUAGE_PROGRAMMING:
- codemeta_output["programmingLanguage"].append(value)
+ codemeta_output[constants.CAT_CODEMETA_PROGRAMMINGLANGUAGE].append(value)
elif size is None: # when size is not available, it comes from the parsers
- codemeta_output["programmingLanguage"].append(value)
+ codemeta_output[constants.CAT_CODEMETA_PROGRAMMINGLANGUAGE].append(value)
if constants.CAT_REQUIREMENTS in repo_data:
- # codemeta_output["softwareRequirements"] = [x[constants.PROP_RESULT][constants.PROP_VALUE] for x in repo_data[constants.CAT_REQUIREMENTS]]
- code_parser_requirements = [
- {
- "name": x[constants.PROP_RESULT].get(constants.PROP_NAME)
- if x[constants.PROP_RESULT].get(constants.PROP_NAME)
- else x[constants.PROP_RESULT].get(constants.PROP_VALUE),
- "version": x[constants.PROP_RESULT].get(constants.PROP_VERSION)
- }
- for x in repo_data[constants.CAT_REQUIREMENTS]
- if x.get(constants.PROP_TECHNIQUE) == constants.TECHNIQUE_CODE_CONFIG_PARSER
- ]
-
- other_requirements = [
- x[constants.PROP_RESULT][constants.PROP_VALUE]
- for x in repo_data[constants.CAT_REQUIREMENTS]
- if x.get(constants.PROP_TECHNIQUE) != constants.TECHNIQUE_CODE_CONFIG_PARSER
- ]
-
- codemeta_output["softwareRequirements"] = (
- code_parser_requirements if code_parser_requirements else other_requirements
- )
+ code_parser_requirements = []
+ seen_structured = set()
+ for x in repo_data[constants.CAT_REQUIREMENTS]:
+ if x.get(constants.PROP_TECHNIQUE) == constants.TECHNIQUE_CODE_CONFIG_PARSER:
+ source = x.get("source", "")
+ if any(src in source for src in constants.STRUCTURED_REQUIREMENTS_SOURCES):
+ name = x[constants.PROP_RESULT].get(constants.PROP_NAME) or x[constants.PROP_RESULT].get(constants.PROP_VALUE)
+ version = x[constants.PROP_RESULT].get(constants.PROP_VERSION)
+ # key = f"{name.strip()}|{version.strip() if version else ''}"
+
+ key = name.strip().lower()
+
+ if key not in seen_structured:
+ entry = {"name": name.strip()}
+ req_type = x[constants.PROP_RESULT].get("type")
+ if req_type:
+ entry["@type"] = map_requirement_type(req_type)
+
+ if version:
+ if isinstance(version, str):
+ entry["version"] = version.strip()
+ else:
+ entry["version"] = str(version)
+
+ code_parser_requirements.append(entry)
+ seen_structured.add(key)
+
+ other_requirements = []
+ seen_text = set()
+ for x in repo_data[constants.CAT_REQUIREMENTS]:
+ if not (
+ x.get(constants.PROP_TECHNIQUE) == constants.TECHNIQUE_CODE_CONFIG_PARSER
+ and x.get("source") is not None
+ and any(src in x["source"] for src in constants.STRUCTURED_REQUIREMENTS_SOURCES)
+ ):
+ result = x.get(constants.PROP_RESULT, {})
+ req_type = result.get("type", "")
+ if req_type in ("Url", "Text_excerpt"):
+ continue
+
+ value = result.get(constants.PROP_VALUE, "").strip().replace("\n", " ")
+ normalized = " ".join(value.split())
+ if normalized not in seen_text:
+ other_requirements.append(value)
+ seen_text.add(normalized)
+
+ if requirements_mode == "v":
+ codemeta_output[constants.CAT_CODEMETA_SOFTWAREREQUIREMENTS] = code_parser_requirements
+ else:
+ if code_parser_requirements:
+ codemeta_output[constants.CAT_CODEMETA_SOFTWAREREQUIREMENTS] = code_parser_requirements
+ else:
+ codemeta_output[constants.CAT_CODEMETA_SOFTWAREREQUIREMENTS] = other_requirements
+
if constants.CAT_CONTINUOUS_INTEGRATION in repo_data:
- codemeta_output["continuousIntegration"] = repo_data[constants.CAT_CONTINUOUS_INTEGRATION][0][constants.PROP_RESULT][constants.PROP_VALUE]
+ codemeta_output[constants.CAT_CODEMETA_CONTINUOUSINTEGRATION] = repo_data[constants.CAT_CONTINUOUS_INTEGRATION][0][constants.PROP_RESULT][constants.PROP_VALUE]
# if constants.CAT_WORKFLOWS in repo_data:
# codemeta_output["workflows"] = repo_data[constants.CAT_WORKFLOWS][0][constants.PROP_RESULT][constants.PROP_VALUE]
if constants.CAT_RELEASES in repo_data:
@@ -212,11 +282,11 @@ def format_date(date_string):
oldest_version = l[constants.PROP_RESULT].get(constants.PROP_TAG)
if latest_description is not None:
- codemeta_output["releaseNotes"] = latest_description
+ codemeta_output[constants.CAT_CODEMETA_RELEASENOTES] = latest_description
if latest_version is not None:
- codemeta_output["softwareVersion"] = latest_version
+ codemeta_output[constants.CAT_CODEMETA_SOFTWAREVERSION] = latest_version
if oldest_date is not None:
- codemeta_output["datePublished"] = format_date(oldest_date.isoformat())
+ codemeta_output[constants.CAT_CODEMETA_DATEPUBLISHED] = format_date(oldest_date.isoformat())
install_links = []
if constants.CAT_INSTALLATION in repo_data:
@@ -237,22 +307,89 @@ def format_date(date_string):
if len(install_links) > 0:
# remove duplicates and generate codemeta
install_links = list(set(install_links))
- codemeta_output["buildInstructions"] = install_links
+ codemeta_output[constants.CAT_CODEMETA_BUILDINSTRUCTIONS] = install_links
if constants.CAT_OWNER in repo_data:
# if user then person, otherwise organization
- type_aux = repo_data[constants.CAT_OWNER][0][constants.PROP_RESULT][constants.PROP_TYPE]
- if type_aux == "User":
- type_aux = "Person"
- codemeta_output["author"] = [
- {
- "@type": type_aux,
- "@id": "https://github.com/" + author_name
+ codemeta_authors = []
+ for owner in repo_data[constants.CAT_OWNER]:
+ result_owner = owner.get("result", {})
+ type_aux = repo_data[constants.CAT_OWNER][0][constants.PROP_RESULT][constants.PROP_TYPE]
+ if type_aux == "User":
+ type_aux = "Person"
+
+ author_obj = { "@type": type_aux }
+
+ if "name" in result_owner and result_owner[constants.PROP_AUTHOR_NAME]:
+ author_obj[constants.PROP_AUTHOR_NAME] = result_owner[constants.PROP_AUTHOR_NAME]
+ if "value" in result_owner and result_owner[constants.PROP_VALUE]:
+ author_obj[constants.PROP_IDENTIFIER] = result_owner[constants.PROP_VALUE]
+ author_obj["@id"] = "https://github.com/" + result_owner[constants.PROP_VALUE]
+ if "affiliation" in result_owner and result_owner[constants.PROP_AFFILIATION]:
+ author_obj[constants.PROP_AFFILIATION] = result_owner[constants.PROP_AFFILIATION]
+ if "email" in result_owner and result_owner[constants.PROP_EMAIL]:
+ author_obj[constants.PROP_EMAIL] = result_owner[constants.PROP_EMAIL]
+
+ codemeta_authors.append(author_obj)
+
+ if codemeta_authors:
+ codemeta_output[constants.CAT_CODEMETA_AUTHOR] = codemeta_authors
+
+ if constants.CAT_AUTHORS in repo_data:
+ if "author" not in codemeta_output:
+ codemeta_output[constants.CAT_CODEMETA_AUTHOR] = []
+
+ for author in repo_data[constants.CAT_AUTHORS]:
+ value_author = author[constants.PROP_RESULT].get(constants.PROP_VALUE)
+ name_author = author[constants.PROP_RESULT].get(constants.PROP_NAME)
+ if value_author and re.search(constants.REGEXP_LTD_INC, value_author, re.IGNORECASE):
+ type_author = "Organization"
+ else:
+ type_author = "Person"
+
+ author_l = {
+ "@type": type_author
}
- ]
+
+ if type_author == "Organization":
+ if name_author:
+ author_l['name'] = name_author
+ else:
+ family_name = None
+ given_name = None
+
+ if author[constants.PROP_RESULT].get('last_name'):
+ family_name = author[constants.PROP_RESULT].get('last_name')
+ author_l['familyName'] = family_name
+ if author[constants.PROP_RESULT].get('given_name'):
+ given_name = author[constants.PROP_RESULT].get('given_name')
+ author_l['givenName'] = given_name
+ if author[constants.PROP_RESULT].get('email'):
+ mail_author = author[constants.PROP_RESULT].get('email')
+ author_l['email'] = mail_author
+
+ if name_author:
+ author_l['name'] = name_author
+ else:
+ author_l['name'] = value_author
+
+ existing_authors = codemeta_output.get(constants.CAT_CODEMETA_AUTHOR, [])
+ existing = next((a for a in existing_authors if a.get("name") == author_l["name"]), None)
+
+ if existing:
+ for key, val in author_l.items():
+ if key not in existing or not existing[key]:
+ existing[key] = val
+ else:
+ codemeta_output[constants.CAT_CODEMETA_AUTHOR].append(author_l)
+ # if not any(a.get('name') == author_l['name'] for a in existing_authors):
+ # codemeta_output[constants.CAT_CODEMETA_AUTHOR].append(author_l)
+
+
if constants.CAT_CITATION in repo_data:
# url_cit = []
- codemeta_output["referencePublication"] = []
- scholarlyArticles = {}
+ codemeta_output[constants.CAT_CODEMETA_REFERENCEPUBLICATION] = []
+ all_reference_publications = []
+ # scholarlyArticles = {}
author_orcids = {}
for cit in repo_data[constants.CAT_CITATION]:
@@ -268,7 +405,6 @@ def format_date(date_string):
doi = yaml_content.get("doi") or preferred_citation.get("doi")
identifiers = yaml_content.get("identifiers", [])
url_citation = preferred_citation.get("url") or yaml_content.get("url")
-
identifier_url = next((id["value"] for id in identifiers if id["type"] == "url"), None)
identifier_doi = next((id["value"] for id in identifiers if id["type"] == "doi"), None)
@@ -329,14 +465,9 @@ def format_date(date_string):
if constants.PROP_DOI in cit[constants.PROP_RESULT].keys():
doi = cit[constants.PROP_RESULT][constants.PROP_DOI]
scholarlyArticle[constants.CAT_IDENTIFIER] = cit[constants.PROP_RESULT][constants.PROP_DOI]
- # elif constants.PROP_FORMAT in cit[constants.PROP_RESULT].keys() \
- # and cit[constants.PROP_RESULT][constants.PROP_FORMAT] == constants.FORMAT_CFF:
- # url_cit.append(cit[constants.PROP_SOURCE])
if constants.PROP_URL in cit[constants.PROP_RESULT].keys():
scholarlyArticle[constants.PROP_URL] = cit[constants.PROP_RESULT][constants.PROP_URL]
- # if constants.PROP_AUTHOR in cit[constants.PROP_RESULT].keys():
- # scholarlyArticle[constants.PROP_AUTHOR] = cit[constants.PROP_RESULT][constants.PROP_AUTHOR]
if constants.PROP_TITLE in cit[constants.PROP_RESULT].keys():
title = normalize_title(cit[constants.PROP_RESULT][constants.PROP_TITLE])
@@ -356,18 +487,12 @@ def format_date(date_string):
else:
scholarlyArticle = extract_scholarly_article_natural(cit[constants.PROP_RESULT][constants.PROP_VALUE], scholarlyArticle, 'CODEMETA')
- key = (doi, title)
+ all_reference_publications.append({
+ **scholarlyArticle,
+ "_source_format": "cff" if not is_bibtex else "bibtex"
+ })
- if key in scholarlyArticles:
- if is_bibtex:
- codemeta_output["referencePublication"].remove(scholarlyArticles[key])
- codemeta_output["referencePublication"].append(scholarlyArticle)
- scholarlyArticles[key] = scholarlyArticle
- else:
- codemeta_output["referencePublication"].append(scholarlyArticle)
- scholarlyArticles[key] = scholarlyArticle
-
- for article in codemeta_output["referencePublication"]:
+ for article in all_reference_publications:
if "author" in article:
for author in article["author"]:
family_name = author.get("familyName", "").strip()
@@ -376,21 +501,85 @@ def format_date(date_string):
if key and key in author_orcids:
author["@id"] = author_orcids[key]
+
+ codemeta_output[constants.CAT_CODEMETA_REFERENCEPUBLICATION] = deduplicate_publications(all_reference_publications)
if constants.CAT_STATUS in repo_data:
url_status = repo_data[constants.CAT_STATUS][0]['result'].get('value', '')
status = url_status.split('#')[-1] if '#' in url_status else None
if status:
- codemeta_output["developmentStatus"] = status
+ codemeta_output[constants.CAT_CODEMETA_DEVELOPMENTSTATUS] = status
+
if constants.CAT_IDENTIFIER in repo_data:
- codemeta_output["identifier"] = repo_data[constants.CAT_IDENTIFIER][0][constants.PROP_RESULT][constants.PROP_VALUE]
+ codemeta_output[constants.CAT_CODEMETA_IDENTIFIER] = []
+
+ for identifier in repo_data[constants.CAT_IDENTIFIER]:
+ value = identifier[constants.PROP_RESULT][constants.PROP_VALUE]
+ if value not in codemeta_output[constants.CAT_CODEMETA_IDENTIFIER]:
+ codemeta_output[constants.CAT_CODEMETA_IDENTIFIER].append(value)
+
+ if constants.CAT_HOMEPAGE in repo_data:
+
+ # example
+ # homepage_urls = {"http://foo.com", "https://foo.com", "http://bar.com"}
+ # Result--> filtered_urls = {"https://foo.com", "http://bar.com"}
+ # Prioritize https
+
+ homepage_urls = {hp[constants.PROP_RESULT][constants.PROP_VALUE].strip()
+ for hp in repo_data[constants.CAT_HOMEPAGE]}
+
+ filtered_urls = set()
+ roots_with_https = {url[len("https://"):] for url in homepage_urls if url.startswith("https://")}
+
+ for url in homepage_urls:
+ root = url.replace("http://", "").replace("https://", "")
+ if url.startswith("http://") and root in roots_with_https:
+ continue
+ filtered_urls.add(url)
+
+ codemeta_output[constants.CAT_CODEMETA_URL] = list(filtered_urls)
+
+ # codemeta_output["identifier"] = repo_data[constants.CAT_IDENTIFIER][0][constants.PROP_RESULT][constants.PROP_VALUE]
if constants.CAT_README_URL in repo_data:
- codemeta_output["readme"] = repo_data[constants.CAT_README_URL][0][constants.PROP_RESULT][constants.PROP_VALUE]
+ codemeta_output[constants.CAT_CODEMETA_README] = repo_data[constants.CAT_README_URL][0][constants.PROP_RESULT][constants.PROP_VALUE]
+
+ if constants.CAT_MAINTAINER in repo_data:
+ codemeta_maintainers = []
+ for maintainer in repo_data[constants.CAT_MAINTAINER]:
+ result_maint = maintainer.get("result", {})
+ maint_obj = { "@type": result_maint.get("type", "Person") }
+
+ if "name" in result_maint and result_maint[constants.PROP_AUTHOR_NAME]:
+ maint_obj[constants.PROP_AUTHOR_NAME] = result_maint[constants.PROP_AUTHOR_NAME]
+ if "username" in result_maint and result_maint[constants.PROP_USERNAME]:
+ maint_obj[constants.PROP_IDENTIFIER] = result_maint[constants.PROP_USERNAME]
+ if "email" in result_maint and result_maint[constants.PROP_EMAIL]:
+ maint_obj[constants.PROP_EMAIL] = result_maint[constants.PROP_EMAIL]
+
+ codemeta_maintainers.append(maint_obj)
+
+ if codemeta_maintainers:
+ codemeta_output[constants.CAT_CODEMETA_MAINTAINER] = codemeta_maintainers
+
+ if constants.CAT_RUNTIME_PLATFORM in repo_data:
+ runtimes = []
+
+ for runtime_entry in repo_data[constants.CAT_RUNTIME_PLATFORM]:
+ result = runtime_entry.get("result", {})
+ # name = result.get("name")
+ value = result.get("value")
+ if value:
+ # runtimes.append(f"{name} {version}")
+ runtimes.append(value)
+
+ if runtimes:
+ codemeta_output[constants.CAT_CODEMETA_RUNTIMEPLATFORM] = ", ".join(runtimes)
+
# if "contributors" in repo_data:
# codemeta_output["contributor"] = data_path(["contributors", "excerpt"])
# A person is expected, and we extract text at the moment
if descriptions_text:
- codemeta_output["description"] = descriptions_text
+ codemeta_output[constants.CAT_CODEMETA_DESCRIPTION] = descriptions_text
# if published_date != "":
# commenting this out because we cannot assume the last published date to be the published date
# codemeta_output["datePublished"] = published_date
@@ -408,10 +597,224 @@ def create_missing_fields(result):
The categories are added to the JSON results. This won't be added if you export TTL or Codemeta"""
missing = []
repo_data = result
- for c in constants.categories_files_header:
+ # for c in constants.categories_files_header:
+ for c in constants.all_categories:
if c not in repo_data:
missing.append(c)
return missing
-def normalize_title(title):
- return re.sub(r"\s+", " ", title.strip().lower()) if title else None
+# def normalize_title(title):
+# return re.sub(r"\s+", " ", title.strip().lower()) if title else None
+
+def normalize_title(title: str) -> str:
+ if not title:
+ return None
+ title = re.sub(r'[{}]', '', title)
+ title = re.sub(r'\s+', ' ', title)
+ return title.strip().lower()
+
+
+def deduplicate_publications(publications: List[Dict]) -> List[Dict]:
+ seen = {}
+ for pub in publications:
+ # doi = pub.get("identifier", "").lower().strip()
+ # doi = (pub.get("identifier") or "").lower().strip()
+ doi = extract_doi(pub.get("identifier") or "")
+ title = normalize_title(pub.get("name", ""))
+ key = (doi, title)
+
+ if key not in seen:
+ seen[key] = pub
+ else:
+ existing = seen[key]
+ existing_format = existing.get("_source_format", "")
+ new_format = pub.get("_source_format", "")
+ existing_url = (existing.get("url") or "").lower()
+ new_url = (pub.get("url") or "").lower()
+
+ # is_doi_url_existing = existing_url.startswith("https://doi.org/")
+ # is_doi_url_new = new_url.startswith("https://doi.org/")
+ doi_existing = extract_doi(existing_url)
+ # print(f'-----> DOI existing: {doi_existing}')
+ doi_new = extract_doi(new_url)
+ # print(f'-----> DOI existing: {doi_new}')
+ is_doi_url_existing = bool(doi_existing)
+ is_doi_url_new = bool(doi_new)
+
+ # Priority CFF
+ if existing_format != "cff" and new_format == "cff":
+ seen[key] = pub
+
+ # Priority DOI URL
+ elif existing_format == new_format:
+ if not is_doi_url_existing and is_doi_url_new:
+ seen[key] = pub
+
+ result = []
+ for pub in seen.values():
+ pub.pop("_source_format", None)
+ result.append(pub)
+
+ return result
+
+
+def extract_doi(url: str) -> str:
+ if not url:
+ return ""
+
+ match = re.search(constants.REGEXP_ALL_DOIS, url, re.IGNORECASE)
+ return match.group(0).lower() if match else ""
+
+
+def map_requirement_type(t):
+ """
+ Maps a free text requirement type to a Schema.org software (soft application, soft source....)
+ Keyword matching is used and unmatched values default to SoftwareApplication.
+ """
+ t = t.lower()
+
+ for key, mapped in constants.REQUIREMENT_ENTRIES_TYPE_MAP.items():
+ if key in t:
+ return mapped
+ # default
+ return constants.SCHEMA_SOFTWARE_APPLICATION
+
+
+"""
+This part of code implements the post processing and unification logic applied to the
+raw JSON extracted by SOMEF. Different extractors may produce duplicated or
+slightly divergent entries for the same underlying resource (e.g., documentation
+URLs, identifiers, authors). The functions below normalize values, detect
+equivalent items, and merge them while preserving all available information.
+
+Key ideas:
+- Canonicalize simple URL values to avoid redundant entries.
+- Never canonicalize structured objects (e.g., Release, Agent).
+- Merge complementary fields extracted by different techniques.
+- Combine techniques and sources without losing provenance.
+"""
+
+def canonicalize_value(value, value_type):
+ """Canonicalization for SOMEF:
+ - If URL points to a file (has extension), keep full path (no unification)
+ - Otherwise, unify to scheme://domain (documentation, badges, pages)
+ - Always remove query, fragment, trailing slash
+ """
+ if value_type == constants.RELEASE:
+ return value
+
+ if value_type == constants.URL:
+ parsed = urlparse(value)
+
+ # Remove query and fragment
+ path = parsed.path.rstrip('/')
+
+ # Detect if last segment has a file extension
+ last_segment = path.split('/')[-1]
+ if '.' in last_segment:
+ # It's a file → do NOT unify
+ clean_path = path
+ return urlunparse((parsed.scheme, parsed.netloc, clean_path, '', '', ''))
+
+ # It's a directory/page → unify to domain
+ return f"{parsed.scheme}://{parsed.netloc}"
+
+ if isinstance(value, str):
+ return value.strip()
+
+ return value
+
+
+def normalize_type(result):
+ value = result.get(constants.PROP_VALUE, "")
+ rtype = result.get(constants.PROP_TYPE, "")
+
+ # Only normalize if the object ONLY has type + value
+ # (i.e., it's a simple URL, not a structured object like Release)
+ if isinstance(value, str) and value.startswith("http"):
+ if set(result.keys()) <= {constants.PROP_TYPE, constants.PROP_VALUE}:
+ return constants.URL
+
+ return rtype
+
+
+def choose_more_general(a, b):
+ """
+ If both values are strings and one contains the other, return the shorter one.
+ Otherwise, return 'a'.
+ """
+ if isinstance(a, str) and isinstance(b, str):
+ if a in b:
+ return a
+ if b in a:
+ return b
+ return a
+
+
+def unify_results(repo_data: dict) -> dict:
+ """
+ Merge and normalize the raw extraction results produced by SOMEF.
+ Different extractors may return duplicated or
+ partially overlapping entries for the same underlying resource (urls, identifiers, authors...).
+ This function canonicalizes simple values, detects equivalent items
+ and merges them into a single unified entry while preserving all available information.
+ """
+ print("Unifying results...")
+ unified_data = {}
+
+ for category, items in repo_data.items():
+ if not isinstance(items, list):
+ unified_data[category] = items
+ continue
+
+ seen = {}
+
+ for item in items:
+ result = item.get(constants.PROP_RESULT, {})
+ normalized_type = normalize_type(result)
+ result[constants.PROP_TYPE] = normalized_type
+ value = result.get(constants.PROP_VALUE)
+ value_type = result.get(constants.PROP_TYPE)
+
+ canonical = canonicalize_value(value, value_type)
+
+ key = str(canonical)
+
+ if key in seen:
+ existing = seen[key]
+
+ # If types match, merge normally
+ existing[constants.PROP_RESULT][constants.PROP_VALUE] = choose_more_general(
+ existing[constants.PROP_RESULT][constants.PROP_VALUE], value
+ )
+
+ # merge other result fields because different techniques might have extracted different information
+ # (e.g., email in authors extracted by file exploration or code parser.
+ for field, new_val in result.items():
+ if field in (constants.PROP_VALUE, constants.PROP_TYPE):
+ continue
+ old_val = existing[constants.PROP_RESULT].get(field)
+ if old_val in (None, "", []):
+ existing[constants.PROP_RESULT][field] = new_val
+
+ # join techniques
+ t1 = existing.get("technique", [])
+ t2 = item.get("technique", [])
+ if not isinstance(t1, list): t1 = [t1]
+ if not isinstance(t2, list): t2 = [t2]
+ existing["technique"] = list(set(t1 + t2))
+
+ # join sources
+ s1 = existing.get("source", [])
+ s2 = item.get("source", [])
+ if s1 and not isinstance(s1, list): s1 = [s1]
+ if s2 and not isinstance(s2, list): s2 = [s2]
+ if s1 or s2:
+ existing["source"] = list(set(s1 + s2))
+
+ else:
+ seen[key] = item
+
+ unified_data[category] = list(seen.values())
+
+ return unified_data
diff --git a/src/somef_core/extract_software_type.py b/src/somef_core/extract_software_type.py
new file mode 100644
index 0000000..27aebea
--- /dev/null
+++ b/src/somef_core/extract_software_type.py
@@ -0,0 +1,329 @@
+import os
+from pathlib import Path
+import nbformat
+from nbformat.reader import NotJSONError
+from chardet import detect
+import re
+from .extract_workflows import is_file_workflow
+from .process_results import Result
+from .utils import constants
+# from .extract_ontologies import is_file_ontology
+
+import pdb
+
+
+def check_repository_type(path_repo, title, metadata_result: Result):
+ """ Function that adds the metadata result in the JSON
+ output depending on the software type or if the repository is not considered software"""
+
+ if check_static_websites(path_repo, metadata_result):
+ metadata_result.add_result(constants.CAT_TYPE,
+ {
+ constants.PROP_VALUE: 'static-website',
+ constants.PROP_TYPE: constants.STRING
+ },
+ 1,
+ constants.TECHNIQUE_HEURISTICS)
+ # elif check_ontologies(path_repo):
+ # metadata_result.add_result(constants.CAT_TYPE,
+ # {
+ # constants.PROP_VALUE: 'ontology',
+ # constants.PROP_TYPE: constants.STRING
+ # },
+ # 1,
+ # constants.TECHNIQUE_HEURISTICS)
+ elif check_notebooks(path_repo):
+ metadata_result.add_result(constants.CAT_TYPE,
+ {
+ constants.PROP_VALUE: 'notebook-application',
+ constants.PROP_TYPE: constants.STRING
+ },
+ 1,
+ constants.TECHNIQUE_HEURISTICS)
+ # commenting out this heuristic, as if a repository contains other files apart from workflows, it may not be a wf
+ # elif check_workflow(path_repo, title):
+ # metadata_result.add_result(constants.CAT_TYPE,
+ # {
+ # constants.PROP_VALUE: 'workflow',
+ # constants.PROP_TYPE: constants.STRING
+ # },
+ # 1,
+ # constants.TECHNIQUE_HEURISTICS)
+ elif check_command_line(path_repo):
+ """The 0.82 confidence result is from running the analysis on 300 repos and showing the precision
+ of the heuristic"""
+ metadata_result.add_result(constants.CAT_TYPE,
+ {
+ constants.PROP_VALUE: 'commandline-application',
+ constants.PROP_TYPE: constants.STRING
+ },
+ 0.82,
+ constants.TECHNIQUE_HEURISTICS)
+
+ elif check_extras(path_repo):
+ metadata_result.add_result(constants.CAT_TYPE,
+ {
+ constants.PROP_VALUE: 'non-software',
+ constants.PROP_TYPE: constants.STRING
+ },
+ 1,
+ constants.TECHNIQUE_HEURISTICS)
+ return metadata_result
+
+
+def check_notebooks(path_repo):
+ """Function which checks if the specified repository is a Notebook Application
+ depending on the extensions present and number of notebooks which contain code
+
+ The function checks for presence of more than one code_notebook inside the repo and checks against code
+ extensions present returning true if both conditions are fulfilled ."""
+ code_notebooks = 0
+ total_files = 0
+
+ bad_extensions = False
+ for root, dirs, files in os.walk(path_repo):
+ for file in files:
+ if file.endswith((".ipynb", ".rmd", '.Rmd')):
+ notebook_path = os.path.join(root, file)
+ try:
+ if file.endswith(".ipynb"):
+ if is_notebook_code(notebook_path):
+ code_notebooks += 1
+ elif file.endswith(".rmd") or file.endswith('.Rmd'):
+ if has_code_in_rmd(notebook_path):
+ code_notebooks += 1
+ except Exception as e:
+ print(f"Error reading notebook file {notebook_path}: {str(e)}")
+ pass
+ if file.endswith(constants.code_extensions):
+ bad_extensions = True
+ if code_notebooks > 1:
+ return not bad_extensions
+ return False
+
+
+# def check_ontologies(path_repo):
+# """Function which detects if repository is an Ontology based on files present
+# and the non-existence of code files"""
+# ontology = False
+# for root, dirs, files in os.walk(path_repo):
+# repo_relative_path = os.path.relpath(root, path_repo)
+# for file in files:
+# file_path = os.path.join(repo_relative_path, file)
+# # print(os.path.join(repo_relative_path,file_path))
+# if file.endswith(constants.code_extensions):
+# return False
+# elif file.endswith(constants.ontology_extensions):
+# if not ontology:
+# ontology = is_file_ontology(os.path.join(path_repo, file_path))
+# return ontology
+
+
+def check_command_line(path_repo):
+ """Function which detects if repository is a Commandline Application
+ based on README analysis of commandline arguments and implementations"""
+ pattern_commandline = r"(?i)command[-\s]?line"
+ pattern_cmd_arg = r"(?i)(explanation\s+of\s+)?arguments\b"
+ pattern_cmd_arg2 = r"(?i)-\w+:"
+ for dir_path, dir_names, filenames in os.walk(path_repo):
+ repo_relative_path = os.path.relpath(dir_path, path_repo)
+ for filename in filenames:
+ file_path = os.path.join(repo_relative_path, filename)
+ filename_no_ext = os.path.splitext(filename)[0]
+ if "README" == filename_no_ext.upper():
+ if repo_relative_path == ".":
+ try:
+ # print(os.path.join(dir_path, filename))
+ with open(os.path.join(dir_path, filename), "r", encoding="utf-8") as data_file:
+ data_file_text = data_file.read()
+ try:
+ cmd_match2 = re.search(pattern_commandline, data_file_text)
+ cmd_match3 = re.search(pattern_cmd_arg, data_file_text)
+ cmd_match4 = re.search(pattern_cmd_arg2, data_file_text)
+ if cmd_match2 or (cmd_match3 and cmd_match4):
+ return True
+ except:
+ return False
+ except:
+ pass
+
+ return False
+
+
+def check_extras(path_repo):
+ """Function which detects if a repository is non-software by checking against
+ software related files"""
+ for root, dirs, files in os.walk(path_repo):
+ for file in files:
+ notebook_path = os.path.join(root, file)
+ if file.endswith(constants.code_extensions) or file.endswith(constants.ontology_extensions):
+ return False
+ elif file.endswith(".ipynb"):
+ if is_notebook_code(notebook_path):
+ return False
+ elif file.endswith(".rmd") or file.endswith('.Rmd'):
+ if has_code_in_rmd(notebook_path):
+ return False
+ return True
+
+
+def check_static_websites(path_repo, repo_metadata: Result):
+ """Function that analyzes byte size of js,css,html languages and checks if
+ repository contains files not associated with static websites
+
+ The evaluation numbers were extracted from the analysis of 997 css repositories representing libraries nad 998 js repos containing libraries
+ with control repositories .
+
+ """
+ # print(path_repo)
+ nr_files = 0
+ web_files = 0
+ total_size = 0
+ js_size = 0
+ css_size = 0
+ html_file = 0
+ for root, dirs, files in os.walk(path_repo):
+ for file in files:
+ file_path = os.path.join(root, file)
+ if file.endswith(constants.code_extensions) or file.endswith(
+ constants.ontology_extensions) or file.lower() in (('bower.json', 'package.json')):
+ return False
+ elif file.endswith((".js", ".css", ".scss")):
+ web_files += 1
+ elif file.endswith(".html"):
+ html_file += 1
+ elif file.endswith(".ipynb"):
+ if is_notebook_code(file_path):
+ return False
+ elif file.endswith(".rmd") or file.endswith('.Rmd'):
+ if has_code_in_rmd(file_path):
+ return False
+ try:
+ languages = repo_metadata[constants.CAT_PROGRAMMING_LANGUAGES]
+ print(languages)
+ for language in languages:
+ language_name = language[constants.PROP_RESULT][constants.PROP_NAME]
+ print(language_name)
+ if language_name.lower() == "javascript":
+ js_size += language[constants.PROP_RESULT][constants.PROP_SIZE]
+ print(js_size)
+ elif language_name.lower() == "scss" or language_name.lower() == "css":
+ css_size += language[constants.PROP_RESULT][constants.PROP_SIZE]
+ total_size += language[constants.PROP_RESULT][constants.PROP_SIZE]
+ except Exception as e:
+ print(e)
+ if html_file > 0:
+ if js_size > 0 and css_size == 0:
+ if js_size / total_size < 0.91:
+ return True
+ elif js_size == 0 and css_size > 0:
+ if css_size / total_size < 0.798:
+ return True
+ return True
+
+ return False
+
+
+def check_workflow(repo_path, title):
+ """Function which checks inside text for presence of repository being a workflow and analysis of the
+ files inside to check if they are correct workflow files. Also checks for repositories with no information
+ the name of the files which might point to it being a workflow.
+ PARAMETERS:
+ @repo_path(path to the repository directory)
+ @title(title of the repository)
+ """
+ list = []
+ total_workflows = 0
+ good_workflows = 0
+ for root, dirs, files in os.walk(repo_path):
+ repo_relative_path = os.path.relpath(root, repo_path)
+ for file in files:
+ filename_no_ext = os.path.splitext(file)[0]
+ if "README" == filename_no_ext.upper():
+ if repo_relative_path == ".":
+ try:
+ with open(os.path.join(root, file), "r") as readme_file:
+ readme_contents = readme_file.read()
+
+ title_words = title.split()
+
+ pattern = r'([^.?!]*(?:\b|\W){}(?:\b|\W)[^.?!]*[.?!])'.format(
+ '|'.join(map(re.escape, title_words)))
+ sentences = re.findall(pattern, readme_contents, flags=re.IGNORECASE)
+ for sentence in sentences:
+ if re.search(rf'\b{title}\b', sentence, flags=re.IGNORECASE) and re.search(
+ r'\b(pipeline|workflow)\b', sentence, flags=re.IGNORECASE):
+ return True
+
+ pattern_md = r'##.*\b(workflow|pipeline)\b'
+ pattern_rst = r'^([^=\n]+(?:\n(?![-=]).*)*\b(workflow|pipeline)\b(?:\n(?![-=]).*)*)\n=+'
+
+ match_md = re.findall(pattern_md, readme_contents, re.IGNORECASE)
+ match_rst = re.findall(pattern_rst, readme_contents, re.MULTILINE | re.IGNORECASE)
+
+ if match_md or match_rst:
+ return True
+
+ except:
+ continue
+
+ if file.endswith(constants.workflow_extensions) or file == "Snakefile":
+ total_workflows += 1
+ file_path = os.path.join(root, file)
+ if is_file_workflow(file_path):
+ list.append(file_path)
+ good_workflows += 1
+ else:
+ continue
+ if check_name(file):
+ return True
+ if list != []:
+ return True
+ else:
+ return False
+
+
+def check_name(filename):
+ """Assisting function for check_workflow to look for specific named files"""
+ pattern1 = re.compile(r"pipeline", re.IGNORECASE)
+ pattern2 = re.compile(r"(model|example)", re.IGNORECASE)
+ programming_language_extensions = (
+ ".py", ".java", ".cpp", ".c", ".php", ".rb", ".js", ".html", ".css", ".go", ".swift", ".scala", ".pl", ".ipynb")
+ if pattern1.search(filename) and pattern2.search(filename):
+ if filename.endswith(programming_language_extensions):
+ return True
+ elif pattern1.search(filename) and not pattern2.search(filename):
+ return False
+ elif (not pattern1.search(filename) and not pattern2.search(filename)) or (
+ not pattern1.search(filename) and pattern2.search(filename)):
+ return False
+
+
+def is_notebook_code(file_path):
+ has_code = False
+ num_code_cells = 0
+ num_total_cells = 0
+ try:
+ nb = nbformat.read(file_path, as_version=4)
+
+ for cell in nb['cells']:
+ if cell['cell_type'] == 'code':
+ num_total_cells += 1
+ if cell['source'].strip():
+ num_code_cells += 1
+ has_code = True
+ return has_code
+ except NotJSONError:
+ return False
+ except Exception:
+ return False
+
+
+def has_code_in_rmd(file_path):
+ try:
+ with open(file_path, 'r') as file:
+ content = file.read()
+ if "```{r" in content or "```{python" in content or "```{bash" in content:
+ return True
+ except:
+ return False
diff --git a/src/somef_core/extract_workflows.py b/src/somef_core/extract_workflows.py
index a1426e9..f07037d 100644
--- a/src/somef_core/extract_workflows.py
+++ b/src/somef_core/extract_workflows.py
@@ -1,4 +1,5 @@
import re
+import logging
Galaxy_pattern = r"(?i)a[_\s-]?galaxy[_\s-]?workflow"
CWL_pattern = r"\bclass:\s*[Ww]orkflow\b"
@@ -9,6 +10,32 @@
GitLab_ContinuosIntegration_keywords = [r"script:", r"rules:", r"variables:", r"before_script:", r"after_script:", r"image:"]
+def is_file_workflow(file_path):
+ try:
+ with open(file_path, "rb") as file:
+ raw_data = file.read()
+
+ try:
+ content = raw_data.decode("utf-8")
+ except UnicodeDecodeError:
+ logging.warning(f"File {file_path} is not UTF-8 decodable. Skipping.")
+ return False
+
+ Galaxy_match = re.search(Galaxy_pattern, content)
+ CWL_match = re.search(CWL_pattern, content)
+ Workflow_match = re.search(Workflow_content_pattern, content)
+ Workflow_match_2 = re.search(workflow_pattern, content, re.IGNORECASE)
+ Nextflow_match = re.search(Nextflow_pattern, content)
+
+ if Galaxy_match or CWL_match or Workflow_match or Workflow_match_2 or Nextflow_match:
+ return True
+ else:
+ return False
+
+ except Exception as e:
+ logging.warning(f"Error reading file {file_path}: {e}")
+ return False
+
def is_file_continuous_integration_gitlab(file_path):
"""Detects if a file is a GitLab CI/CD pipeline."""
with open(file_path, 'r') as file:
diff --git a/src/somef_core/header_analysis.py b/src/somef_core/header_analysis.py
index 1545fdb..7c29ff6 100644
--- a/src/somef_core/header_analysis.py
+++ b/src/somef_core/header_analysis.py
@@ -9,9 +9,14 @@
from .process_results import Result
from .parser import mardown_parser
from .utils import constants
-
+from typing import Dict, Iterable, List, Tuple
+from functools import lru_cache
pd.options.mode.chained_assignment = None # default='warn'
+
+SIMILARITY_THRESHOLD = 0.8
+
+
# Define wordnet groups
group = dict()
@@ -81,36 +86,40 @@
Word("report").synsets[6]]
group.update({constants.CAT_SUPPORT: support})
+@lru_cache(maxsize=4096)
+def get_synsets(word: str):
+ """Cached access to WordNet synsets."""
+ return Word(word).synsets
-def extract_bash_code(text):
- """Function to detect code blocks"""
- split = text.split("```")
- output = []
- if len(split) >= 3:
- for index, value in enumerate(split):
- if index % 2 == 1:
- output.append(split[index])
- return output
+@lru_cache(maxsize=16384)
+def path_similarity_cached(sense1, sense2) -> float:
+ """Cached path similarity lookup."""
+ sim = sense1.path_similarity(sense2)
+ return sim if sim is not None else 0.0
-def extract_header_content(text):
- """Function designed to extract headers and contents of text and place it in a dataframe"""
- header = []
+def extract_bash_code(text: str) -> List[str]:
+ blocks = text.split("```")
+ return [blocks[i] for i in range(1, len(blocks), 2)]
+
+
+def extract_header_content(text: str) -> Tuple[pd.DataFrame, str | None]:
headers = mardown_parser.extract_headers(text)
- for key in headers.keys():
- if headers[key]:
- header.append(key)
+ header_list = [h for h, v in headers.items() if v]
+
content, none_header_content = mardown_parser.extract_content_per_header(text, headers)
- parent_headers = mardown_parser.extract_headers_parents(text)
- # into dataframe
- df = pd.DataFrame(columns=['Header', 'Content', 'ParentHeader'])
- dfs = [pd.DataFrame({'Header': [i], 'Content': [j], 'ParentHeader': [parent_headers.get(i, None)]}) for i, j in
- zip(header, content)]
- df = pd.concat(dfs, ignore_index=True)
- # for i, j in zip(header, content):
- # df = df.append({'Header': i, 'Content': j, 'ParentHeader': parent_headers[i]}, ignore_index=True)
- df['Content'].replace('', np.nan, inplace=True)
+ parents = mardown_parser.extract_headers_parents(text)
+
+ df = pd.DataFrame({
+ 'Header': header_list,
+ 'Content': content,
+ 'ParentHeader': [parents.get(h) for h in header_list],
+ })
+
+ # df['Content'].replace('', np.nan, inplace=True)
+ df['Content'] = df['Content'].replace('', np.nan)
df.dropna(subset=['Content'], inplace=True)
+
return df, none_header_content
@@ -136,23 +145,6 @@ def find_sim(wordlist, wd):
return 0
-def match_group(word_syn, group, threshold):
- """Function designed to match a word with a subgroup"""
- currmax = 0
- maxgroup = ""
- simvalues = dict()
- for sense in word_syn: # for a given sense of a word
- similarities = []
- for key, value in group.items(): # value has all the similar words
- path_sim = find_sim(value, sense)
- # print("Similarity is:",path_sim)
- if path_sim > threshold: # then append to the list
- if path_sim > currmax:
- maxgroup = key
- currmax = path_sim
- return maxgroup
-
-
def label_header(header):
"""Function designed to label a header with a subgroup"""
# remove punctuation
@@ -160,11 +152,12 @@ def label_header(header):
sentence = header_clean.strip().split(" ")
label = []
for s in sentence:
- synn = Word(s).synsets
+ synn = Word(s).synsets
if len(synn) > 0:
- bestgroup = match_group(synn, group, 0.8)
+ # bestgroup = match_group(synn, group, 0.8)
+ bestgroup = match_group(synn)
if bestgroup != "" and bestgroup not in label:
- label.append(bestgroup)
+ label.append(bestgroup)
return label
@@ -180,7 +173,8 @@ def label_parent_headers(parentHeaders):
for s in sentence:
synn = Word(s).synsets
if len(synn) > 0:
- bestgroup = match_group(synn, group, 0.8)
+ # bestgroup = match_group(synn, group, 0.8)
+ bestgroup = match_group(synn)
if bestgroup != "" and bestgroup not in label:
label.append(bestgroup)
return label
@@ -193,75 +187,251 @@ def clean_html(text):
return cleantext
-def extract_categories(repo_data, repository_metadata: Result):
+def max_similarity(word_synsets, group_synsets) -> float:
+ return max(
+ (path_similarity_cached(ws, gs) for ws in word_synsets for gs in group_synsets),
+ default=0.0,
+ )
+
+
+WORDNET_GROUPS: Dict[str, List] | None = None
+
+
+def get_groups() -> Dict[str, List]:
+ global WORDNET_GROUPS
+ if WORDNET_GROUPS is None:
+ WORDNET_GROUPS = build_wordnet_groups()
+ return WORDNET_GROUPS
+
+def match_group(word_synsets) -> str:
+ best_group = ""
+ best_score = 0.0
+
+ for key, synsets in get_groups().items():
+ score = max_similarity(word_synsets, synsets)
+ if score > SIMILARITY_THRESHOLD and score > best_score:
+ best_score = score
+ best_group = key
+
+ return best_group
+
+
+# def tokenize_header(text: str) -> Iterable[str]:
+# clean = text.translate(str.maketrans('', '', string.punctuation))
+# return clean.strip().split()
+def tokenize_header(text) -> Iterable[str]:
+ # if list transform to string
+ if isinstance(text, list):
+ text = " ".join(map(str, text))
+ elif text is None:
+ text = ""
+ clean = text.translate(str.maketrans('', '', string.punctuation))
+ return clean.strip().split()
+
+def label_text(text: str) -> List[str]:
+ labels: List[str] = []
+
+ if isinstance(text, list):
+ text = " ".join(text)
+ else:
+ text = str(text)
+
+ for token in tokenize_header(text):
+ synsets = get_synsets(token)
+ if synsets:
+ grp = match_group(synsets)
+ # Skip if the header matches a known false positive for this group
+
+ # if isinstance(text, list):
+ # text = " ".join(text)
+
+ if is_false_positive_header(text, grp):
+ # print(f"Skipping false positive header '{text}' for category '{grp}'")
+ continue
+ if grp and grp not in labels:
+ labels.append(grp)
+ return labels
+
+
+def is_false_positive_header(text: str, category: str) -> bool:
"""
- Function that adds category information extracted using header information
- Parameters
- ----------
- @param repo_data: data to use the header analysis
- @param repository_metadata: Result object with the results found so far in the repo
+ Checks if a header is a known false positive for a given category.
- Returns
- -------
- @return Result with the information added.
+ Prevents headers like 'Reference implementation' from being classified as
+ bibliographic citations (CAT_CITATION) while allowing legitimate ones like 'References'.
+
+ Args:
+ text (str): The header text to check.
+ category (str): The category being considered (e.g., CAT_CITATION).
+
+ Returns:
+ bool: True if the header is a known false positive for the category.
"""
+
+ text_lower = text.lower()
+
+ # false positives for bibliographic citations
+ if category == constants.CAT_CITATION:
+ for pattern in constants.NEGATIVE_PATTERNS_CITATION_HEADERS:
+ if pattern in text_lower:
+ return True
+ return False
+
+
+def extract_categories(repo_data: str, repository_metadata: Result) -> Tuple[Result, List[str]]:
logging.info("Extracting information using headers")
- if repo_data is None or repo_data == "" or len(repo_data) == 0:
+
+ if not repo_data:
return repository_metadata, []
+
try:
- data, none_header_content = extract_header_content(repo_data)
- logging.info('Labeling headers.')
- if data.empty:
+ df, none_header_content = extract_header_content(repo_data)
+
+ if df.empty:
logging.warning("File to analyze has no headers")
return repository_metadata, [repo_data]
- data['Group'] = data['Header'].apply(lambda row: label_header(row))
- data['GroupParent'] = data['ParentHeader'].apply(lambda row: label_parent_headers(row))
- for i in data.index:
- if len(data['Group'][i]) == 0 and len(data['GroupParent'][i]) > 0:
- data.at[i, 'Group'] = data['GroupParent'][i]
- data = data.drop(columns=['GroupParent'])
- if len(data['Group'].iloc[0]) == 0:
- data['Group'].iloc[0] = ['unknown']
- groups = data.apply(lambda x: pd.Series(x['Group']), axis=1).stack().reset_index(level=1, drop=True)
-
- groups.name = 'Group'
- data = data.drop('Group', axis=1).join(groups)
- if data['Group'].iloc[0] == 'unknown':
- data['Group'].iloc[0] = np.NaN
-
- # to json
- group = data.loc[(data['Group'] != 'None') & pd.notna(data['Group'])]
- group.rename(columns={'Content': constants.PROP_VALUE}, inplace=True)
- group.rename(columns={'Header': constants.PROP_ORIGINAL_HEADER}, inplace=True)
- group.rename(columns={'ParentHeader': constants.PROP_PARENT_HEADER}, inplace=True)
- for index, row in group.iterrows():
- source = ""
- if constants.CAT_README_URL in repository_metadata.results.keys():
- source = repository_metadata.results[constants.CAT_README_URL][0]
- source = source[constants.PROP_RESULT][constants.PROP_VALUE]
- parent_header = ""
- if row[constants.PROP_PARENT_HEADER] != "":
- parent_header = row.loc[constants.PROP_PARENT_HEADER]
+
+ df['Group'] = df['Header'].map(label_text)
+ df['ParentGroup'] = df['ParentHeader'].fillna('').map(label_text)
+
+ df.loc[df['Group'].str.len() == 0, 'Group'] = df['ParentGroup']
+ df.drop(columns=['ParentGroup'], inplace=True)
+
+ if not df.iloc[0]['Group']:
+ df.loc[df.index[0], 'Group'] = ['unknown']
+
+ df = df.explode('Group')
+ df.loc[df['Group'] == 'unknown', 'Group'] = np.nan
+
+ valid = df[df['Group'].notna()].copy()
+ valid = valid.rename(columns={
+ 'Content': constants.PROP_VALUE,
+ 'Header': constants.PROP_ORIGINAL_HEADER,
+ 'ParentHeader': constants.PROP_PARENT_HEADER,
+ })
+
+ source = None
+ if constants.CAT_README_URL in repository_metadata.results:
+ source = repository_metadata.results[constants.CAT_README_URL][0]
+ source = source[constants.PROP_RESULT][constants.PROP_VALUE]
+
+ logging.info("Extracting information using headers - iterating over valid entries")
+ logging.info("Valid rows: %s", len(valid))
+
+ for _, row in valid.iterrows():
result = {
- constants.PROP_VALUE: row.loc[constants.PROP_VALUE],
+ constants.PROP_VALUE: row[constants.PROP_VALUE],
constants.PROP_TYPE: constants.TEXT_EXCERPT,
- constants.PROP_ORIGINAL_HEADER: row.loc[constants.PROP_ORIGINAL_HEADER]
+ constants.PROP_ORIGINAL_HEADER: row[constants.PROP_ORIGINAL_HEADER],
}
- if parent_header != "" and len(parent_header) > 0:
- result[constants.PROP_PARENT_HEADER] = parent_header
- if source != "":
- repository_metadata.add_result(row.Group, result, 1, constants.TECHNIQUE_HEADER_ANALYSIS, source)
- else:
- repository_metadata.add_result(row.Group, result, 1, constants.TECHNIQUE_HEADER_ANALYSIS)
-
- # strings without tag (they will be classified)
- string_list = data.loc[data['Group'].isna(), ['Content']].values.squeeze().tolist()
- if type(string_list) != list:
- string_list = [string_list]
- if none_header_content is not None and none_header_content != "":
- string_list.append(none_header_content.strip())
- logging.info("Header information extracted.")
- return repository_metadata, string_list
- except Exception as e:
- logging.error("Error while extracting headers: ", str(e))
+
+ if row[constants.PROP_PARENT_HEADER]:
+ result[constants.PROP_PARENT_HEADER] = row[constants.PROP_PARENT_HEADER]
+
+ repository_metadata.add_result(
+ row['Group'],
+ result,
+ 1,
+ constants.TECHNIQUE_HEADER_ANALYSIS,
+ source,
+ )
+
+ leftovers = df[df['Group'].isna()]['Content'].tolist()
+ if none_header_content:
+ leftovers.append(none_header_content.strip())
+
+ return repository_metadata, leftovers
+
+ except Exception:
+ logging.exception("Error while extracting headers")
return repository_metadata, [repo_data]
+
+
+def build_wordnet_groups() -> Dict[str, List]:
+ """Build WordNet groups lazily."""
+ g: Dict[str, List] = {}
+
+ g[constants.CAT_CITATION] = [
+ Word("citation").synsets[3],
+ Word("reference").synsets[1],
+ Word("cite").synsets[3],
+ ]
+
+ g[constants.CAT_ACKNOWLEDGEMENT] = [Word("acknowledgement").synsets[0]]
+
+ g[constants.CAT_RUN] = [
+ Word("run").synsets[9],
+ Word("run").synsets[34],
+ Word("execute").synsets[4],
+ ]
+
+ g[constants.CAT_INSTALLATION] = [
+ Word("installation").synsets[0],
+ Word("install").synsets[0],
+ Word("setup").synsets[1],
+ Word("prepare").synsets[0],
+ Word("preparation").synsets[0],
+ Word("manual").synsets[0],
+ Word("guide").synsets[2],
+ Word("guide").synsets[9],
+ ]
+
+ g[constants.CAT_DOWNLOAD] = [Word("download").synsets[0]]
+
+ g[constants.CAT_REQUIREMENTS] = [
+ Word("requirement").synsets[2],
+ Word("prerequisite").synsets[0],
+ Word("prerequisite").synsets[1],
+ Word("dependency").synsets[0],
+ Word("dependent").synsets[0],
+ ]
+
+ g[constants.CAT_CONTACT] = [Word("contact").synsets[9]]
+
+ g[constants.CAT_DESCRIPTION] = [
+ Word("description").synsets[0],
+ Word("description").synsets[1],
+ Word("introduction").synsets[3],
+ Word("introduction").synsets[6],
+ Word("basics").synsets[0],
+ Word("initiation").synsets[1],
+ Word("summary").synsets[0],
+ Word("summary").synsets[2],
+ ]
+
+ g[constants.CAT_CONTRIBUTORS] = [Word("contributor").synsets[0]]
+ g[constants.CAT_CONTRIBUTING_GUIDELINES] = [Word("contributing").synsets[1]]
+ g[constants.CAT_DOCUMENTATION] = [Word("documentation").synsets[1]]
+ g[constants.CAT_LICENSE] = [Word("license").synsets[3], Word("license").synsets[0]]
+
+ g[constants.CAT_USAGE] = [
+ Word("usage").synsets[0],
+ Word("example").synsets[0],
+ Word("example").synsets[5],
+ Word("demo").synsets[1],
+ Word("tutorial").synsets[0],
+ Word("tutorial").synsets[1],
+ Word("start").synsets[0],
+ Word("start").synsets[4],
+ Word("started").synsets[0],
+ Word("started").synsets[1],
+ Word("started").synsets[7],
+ Word("started").synsets[8],
+ ]
+
+ g[constants.CAT_FAQ] = [
+ Word("errors").synsets[5],
+ Word("problems").synsets[0],
+ Word("problems").synsets[2],
+ Word("faq").synsets[0],
+ ]
+
+ g[constants.CAT_SUPPORT] = [
+ Word("support").synsets[7],
+ Word("help").synsets[0],
+ Word("help").synsets[9],
+ Word("report").synsets[0],
+ Word("report").synsets[6],
+ ]
+
+ return g
diff --git a/src/somef_core/parser/authors_parser.py b/src/somef_core/parser/authors_parser.py
new file mode 100644
index 0000000..0a8a2f1
--- /dev/null
+++ b/src/somef_core/parser/authors_parser.py
@@ -0,0 +1,81 @@
+import re
+from ..utils import constants
+
+def parse_author_file(author_str):
+ """
+ Process a text with possible authors from markdown-style AUTHORS files.
+ Filters and extracts only lines that match expected person or organization patterns.
+ """
+ if not author_str:
+ return []
+
+ author_str = re.sub(r'\{[^}]*\}', '', author_str, flags=re.DOTALL)
+
+ authors = []
+ lines = author_str.splitlines()
+
+ for i, line in enumerate(lines):
+ line = line.replace("\t", " ").strip()
+ next_line = lines[i + 1].strip() if i + 1 < len(lines) else ""
+ email_match = re.search(r'<[^<>@ ]+@[^<>@ ]+\.[^<>@ ]+>', line)
+
+ if (
+ not line or
+ line.startswith("#") or
+ line.startswith("*") or
+ line.startswith("=") or
+ (line[0].islower() and not email_match) or
+ re.match(r'^\s*\{.*\}\s*$', line) or
+ re.match(r'^https?://', line) or
+ len(re.findall(r'[A-Za-z]', line)) < 2 or
+ (
+ line.endswith(".")
+ and not re.match(r'^([A-Z][a-zA-Z0-9&\-\.]+(?:\s+[A-Z][a-zA-Z0-9&\-\.]+){0,3})\.$', line)
+ and not re.search(constants.REGEXP_LTD_INC, line, re.IGNORECASE)
+ ) or
+ line.endswith(",") or
+ line.endswith(":") or
+ re.match(r'^[A-Z][a-z]+ *:$', line) or
+ re.match(r"^[=\-*]{2,}$", next_line)
+ ):
+ continue
+
+ email_match = re.search(r'<(.*?)>', line)
+ email = email_match.group(1) if email_match else None
+ name_part = line[:email_match.start()].strip() if email_match else line
+
+ name_part = re.sub(r'\(.*?\)', '', name_part)
+
+ parts = name_part.split('-')
+ if len(parts) > 1 and parts[0].strip() == "":
+ name_part = parts[1].strip()
+ else:
+ name_part = parts[0].strip()
+
+ name_words = name_part.split()
+
+ if re.search(constants.REGEXP_LTD_INC, name_part, re.IGNORECASE):
+ raw_author = {
+ "type": "Organization",
+ "name": name_part,
+ "value": name_part
+ }
+ if email:
+ raw_author["email"] = email
+ authors.append(raw_author)
+ continue
+
+ if email or len(name_words) >= 2 and len(name_words) <= 4:
+ raw_author = {
+ "type": "Person",
+ "name": name_part,
+ "value": name_part,
+ "given_name": name_words[0]
+ }
+ if len(name_words) > 1:
+ raw_author["last_name"] = " ".join(name_words[1:])
+ if email:
+ raw_author["email"] = email
+ authors.append(raw_author)
+
+ return authors
\ No newline at end of file
diff --git a/src/somef_core/parser/bower_parser.py b/src/somef_core/parser/bower_parser.py
new file mode 100644
index 0000000..039592e
--- /dev/null
+++ b/src/somef_core/parser/bower_parser.py
@@ -0,0 +1,184 @@
+import json
+import logging
+import os
+from pathlib import Path
+from ..process_results import Result
+from ..utils import constants
+from ..regular_expressions import detect_license_spdx
+
+def parse_bower_json_file(file_path, metadata_result: Result, source):
+ """
+
+ Parameters
+ ----------
+ file_path: path of the bower file being analysed
+ metadata_result: metadata object where the metadata dictionary is kept
+ source: source of the package file (URL)
+
+ Returns
+ -------
+
+ """
+ try:
+ if Path(file_path).name.lower() in ["bower.json"]:
+ metadata_result.add_result(
+ constants.CAT_HAS_PACKAGE_FILE,
+ {
+ # "value": "bower.json",
+ "value": source,
+ "type": constants.URL,
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+ with open(file_path, 'r', encoding='utf-8') as file:
+ data = json.load(file)
+
+ if "name" in data:
+ metadata_result.add_result(
+ constants.CAT_NAME,
+ {
+ "value": data["name"],
+ "type": constants.STRING
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+ if "description" in data:
+ metadata_result.add_result(
+ constants.CAT_DESCRIPTION,
+ {
+ "value": data["description"],
+ "type": constants.STRING
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+ if "homepage" in data:
+ home = data["homepage"]
+ if home and home.strip():
+ metadata_result.add_result(
+ constants.CAT_HOMEPAGE,
+ {
+ "value": data["homepage"],
+ "type": constants.URL
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+ if "version" in data:
+ metadata_result.add_result(
+ constants.CAT_VERSION,
+ {
+ "value": data["version"],
+ "type": constants.RELEASE,
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+ if "authors" in data:
+ authors_data = data["authors"]
+ if isinstance(authors_data, str):
+ authors_list = [a.strip() for a in authors_data.split(",") if a.strip()]
+ elif isinstance(authors_data, list):
+ authors_list = []
+ for a in authors_data:
+ if isinstance(a, str):
+ authors_list.extend([s.strip() for s in a.split(",") if s.strip()])
+ elif isinstance(a, dict):
+ name = a.get("name", "")
+ email = f" <{a['email']}>" if "email" in a else ""
+ authors_list.append(f"{name}{email}".strip())
+ else:
+ authors_list = []
+
+ for aut in authors_list:
+ # "value": data["authors"],
+ metadata_result.add_result(
+ constants.CAT_AUTHORS,
+ {
+ "value": aut,
+ "type": constants.AGENT
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+ if "license" in data:
+ metadata_result.add_result(
+ constants.CAT_LICENSE,
+ {
+ "value": data["license"],
+ "type": constants.LICENSE
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+
+ if "dependencies" in data and isinstance(data["dependencies"], dict):
+ for name, version in data["dependencies"].items():
+ req = f"{name}: {version}"
+ metadata_result.add_result(
+ constants.CAT_REQUIREMENTS,
+ {
+ "value": req,
+ "name": name,
+ "version": version,
+ "type": constants.SOFTWARE_APPLICATION,
+ "dependency_type": constants.DEPENDENCY_TYPE_RUNTIME,
+ "dependency_resolver": "bower"
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+ if "devDependencies" in data and isinstance(data["devDependencies"], dict):
+ for name, version in data["devDependencies"].items():
+ req = f"{name}: {version}"
+
+ metadata_result.add_result(
+ constants.CAT_REQUIREMENTS,
+ {
+ "value": req,
+ "name": name,
+ "version": version,
+ "type": constants.SOFTWARE_APPLICATION,
+ "dependency_type": constants.DEPENDENCY_TYPE_RUNTIME,
+ "dependency_resolver": "bower"
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+ if "keywords" in data:
+ for keyword in data["keywords"]:
+ metadata_result.add_result(
+ constants.CAT_KEYWORDS,
+ {
+ "value": keyword,
+ "type": constants.STRING
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+ except Exception as e:
+ logging.error(f"Error parsing bower.json from {file_path}: {str(e)}")
+
+ return metadata_result
\ No newline at end of file
diff --git a/src/somef_core/parser/cabal_parser.py b/src/somef_core/parser/cabal_parser.py
new file mode 100644
index 0000000..5941a59
--- /dev/null
+++ b/src/somef_core/parser/cabal_parser.py
@@ -0,0 +1,222 @@
+import os
+import re
+import logging
+from pathlib import Path
+from ..process_results import Result
+from ..regular_expressions import detect_license_spdx
+from ..utils import constants
+
+def parse_cabal_file(file_path, metadata_result: Result, source):
+ """
+ Parse a .cabal file and extract relevant metadata.
+
+ Parameters
+ ----------
+ file_path: path of the cabal file being analysed
+ metadata_result: metadata object where the metadata dictionary is kept
+ source: source of the package file (URL)
+
+ Returns
+ """
+
+ try:
+ if file_path.endswith('.cabal'):
+ metadata_result.add_result(
+ constants.CAT_HAS_PACKAGE_FILE,
+ {
+ # "value": Path(file_path).name,
+ "value": source,
+ "type": constants.URL,
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+ with open(file_path, 'r', encoding='utf-8') as file:
+ content = file.read()
+
+ name_match = re.search(r'name:\s*(.*)', content, re.IGNORECASE)
+ if name_match:
+ metadata_result.add_result(
+ constants.CAT_PACKAGE_ID,
+ {
+ "value": name_match.group(1),
+ "type": constants.STRING
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+ version_match = re.search(r'version:\s*(.*)', content, re.IGNORECASE)
+ if version_match:
+ metadata_result.add_result(
+ constants.CAT_VERSION,
+ {
+ "value": version_match.group(1),
+ "type": constants.STRING
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+
+ # description_match = re.search(r'description:\s*(.*)', content, re.IGNORECASE)
+ cleaned_content = content.replace('\r\n', '\n').replace('\r', '\n')
+ description_regex = re.compile(
+ r'description:\s*(.*?)(?=\n\S|\Z)',
+ re.IGNORECASE | re.DOTALL
+ )
+
+ description_match = description_regex.search(cleaned_content)
+ synopsis_match = re.search(r'synopsis:\s*(.*)', content, re.IGNORECASE)
+ if description_match:
+
+ metadata_result.add_result(
+ constants.CAT_DESCRIPTION,
+ {
+ "value": description_match.group(1),
+ "type": constants.STRING
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+ if synopsis_match:
+ metadata_result.add_result(
+ constants.CAT_DESCRIPTION,
+ {
+ "value": synopsis_match.group(1),
+ "type": constants.STRING
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+ homepage_match = re.search(r'homepage:\s*(.*)', content, re.IGNORECASE)
+ if homepage_match:
+ metadata_result.add_result(
+ constants.CAT_HOMEPAGE,
+ {
+ "value": homepage_match.group(1),
+ "type": constants.URL
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+ stability_match = re.search(r'stability:\s*(.*)', content, re.IGNORECASE)
+ if stability_match:
+ metadata_result.add_result(
+ constants.CAT_DEV_STATUS,
+ {
+ "value": stability_match.group(1),
+ "type": constants.STRING
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+ bug_reports_match = re.search(r'bug-reports:\s*(.*)', content, re.IGNORECASE)
+ if bug_reports_match:
+ metadata_result.add_result(
+ constants.CAT_ISSUE_TRACKER,
+ {
+ "value": bug_reports_match.group(1),
+ "type": constants.URL
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+ license_match = re.search(r'license:\s*(.*)', content, re.IGNORECASE)
+ if license_match:
+ license_value = license_match.group(1)
+ license_text = ""
+
+ dir_path = os.path.dirname(file_path)
+ license_paths = [
+ os.path.join(dir_path, "LICENSE"),
+ os.path.join(dir_path, "LICENSE.txt"),
+ os.path.join(dir_path, "LICENSE.md")
+ ]
+
+ for license_path in license_paths:
+ if os.path.exists(license_path):
+ with open(license_path, "r", encoding="utf-8") as lf:
+ license_text = lf.read()
+ break
+
+ license_info_spdx = detect_license_spdx(license_text, 'Ruby')
+
+ if license_info_spdx:
+ license_data = {
+ "value": license_value,
+ "spdx_id": license_info_spdx.get('spdx_id'),
+ "name": license_info_spdx.get('name'),
+ "type": constants.LICENSE
+ }
+ else:
+ license_data = {
+ "value": license_value,
+ "type": constants.LICENSE
+ }
+
+ metadata_result.add_result(
+ constants.CAT_LICENSE,
+ license_data,
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+ library_section_match = re.search(r'library\s*\n(.*?)(?=\n\S|\Z)', content, re.DOTALL | re.IGNORECASE)
+ if library_section_match:
+ library_content = library_section_match.group(1)
+
+ build_depends_match = re.search(
+ r'build-depends:\s*(.*?)(?=\n\s*(?:[A-Za-z0-9_-]+\s*:|if\s|\Z))',
+ library_content,
+ re.DOTALL
+ )
+ # build_depends_match = re.search(r'build-depends:\s*(.*?)(?=\n\s*\w+:|\Z)', library_content, re.DOTALL)
+ if build_depends_match:
+ build_depends_content = build_depends_match.group(1)
+
+ dependencies = re.split(r'[,\n]', build_depends_content)
+
+ for dep_line in dependencies:
+ dep_line = dep_line.strip()
+ if dep_line and not dep_line.startswith(','):
+
+ dep_match = re.match(r'^([a-zA-Z0-9-_]+)\s*(.*?)$', dep_line)
+ if dep_match:
+ name = dep_match.group(1)
+ version_constraint = dep_match.group(2).strip() if dep_match.group(2) else "any"
+ req = f"{name}: {version_constraint}" if version_constraint != "any" else name
+
+ metadata_result.add_result(
+ constants.CAT_REQUIREMENTS,
+ {
+ "value": req,
+ "name": name,
+ "version": version_constraint,
+ "type": constants.SOFTWARE_APPLICATION,
+ "dependency_type": constants.DEPENDENCY_TYPE_RUNTIME,
+ "dependency_resolver": "cabal"
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+ except Exception as e:
+ logging.error(f"Error parsing gemspec file from {file_path}: {str(e)}")
+
+ return metadata_result
\ No newline at end of file
diff --git a/src/somef_core/parser/codemeta_parser.py b/src/somef_core/parser/codemeta_parser.py
new file mode 100644
index 0000000..6c6098a
--- /dev/null
+++ b/src/somef_core/parser/codemeta_parser.py
@@ -0,0 +1,695 @@
+import json
+import logging
+from ..process_results import Result
+from ..utils import constants
+import re
+
+
+def parse_keywords(keywords_data):
+ """
+ Parse keywords from codemeta.json file
+
+ Parameters
+ ----------
+ keywords_data: str or list
+ The keywords data from codemeta.json, can be a comma-separated string or a list
+
+ Returns
+ -------
+ list
+ List of processed keywords
+ """
+ processed_keywords = []
+ if isinstance(keywords_data, str):
+ for k in keywords_data.split(","):
+ k = k.strip()
+ if k:
+ processed_keywords.append(k)
+ return processed_keywords
+ elif isinstance(keywords_data, list):
+ for item in keywords_data:
+ if isinstance(item, str):
+ sub_parts = item.split(",")
+ for sub_part in sub_parts:
+ processed_keywords.append(sub_part.strip())
+ else:
+ processed_keywords.append(str(item).strip())
+ return processed_keywords
+ return processed_keywords
+
+
+def parse_license(license_data):
+ """
+ Parse license information from codemeta.json
+
+ Parameters
+ ----------
+ license_data: dict or str
+ The license data from codemeta.json
+
+ Returns
+ -------
+ dict or None
+ Processed license information with keys: name, url, identifier, spdx_id
+ """
+ license_info = {}
+ if isinstance(license_data, dict):
+ license_info["name"] = license_data.get("name")
+ license_info["url"] = license_data.get("url")
+ license_info["identifier"] = license_data.get("identifier")
+
+ identifier = license_info.get("identifier", "")
+ if "spdx.org/licenses/" in identifier:
+ spdx_id = identifier.split("spdx.org/licenses/")[-1].split("/")[0]
+ license_info["spdx_id"] = spdx_id
+ elif isinstance(license_data, str):
+ license_info["name"] = license_data
+ license_info["identifier"] = f"https://spdx.org/licenses/{license_data}"
+ license_info["spdx_id"] = license_data
+ else:
+ return None
+ return license_info
+
+
+def parse_software_requirements(requirements_data):
+ """
+ Parse software requirements information from codemeta.json
+
+ Parameters
+ ----------
+ requirements_data: list or str
+ The software requirements data from codemeta.json
+
+ Returns
+ -------
+ list
+ """
+ requirements = []
+
+ if isinstance(requirements_data, str):
+ requirements_data = [requirements_data]
+
+ if isinstance(requirements_data, list):
+ for req in requirements_data:
+ if isinstance(req, str):
+ original = req.strip()
+
+ match = re.match(r'^([a-zA-Z0-9_.\-]+)([<>=!~].*)?$', original)
+ if match:
+ name = match.group(1)
+ version = match.group(2).strip() if match.group(2) else None
+ requirements.append({
+ "value": original,
+ # "name": name,
+ # "version": version
+ **({"name": name} if name else {}),
+ **({"version": version} if version else {})
+ })
+ else:
+ requirements.append({
+ "value": original
+ })
+ elif isinstance(req, dict):
+ # Handle structured object format
+ name = req.get("name") or req.get("identifier")
+ version = req.get("version")
+ identifier = req.get("identifier")
+
+ if name:
+ requirement_dict = {
+ "value": name,
+ "name": name
+ }
+
+ if version:
+ requirement_dict["version"] = version
+ requirement_dict["value"] = f"{name}=={version}" if version else name
+
+ if identifier and identifier != name:
+ requirement_dict["identifier"] = identifier
+
+ requirements.append(requirement_dict)
+
+ return requirements
+
+
+def parse_referenced_publication(reference_data):
+ """
+ Parse referenced publication information from codemeta.json
+
+ Parameters
+ ----------
+ reference_data: dict
+ The reference publication data from codemeta.json
+
+ Returns
+ -------
+ dict or None
+ """
+ if isinstance(reference_data, dict):
+ return {
+ "title": reference_data.get("name") or reference_data.get("title"),
+ "author": reference_data.get("author"),
+ "url": reference_data.get("url"),
+ "date_published": reference_data.get("datePublished"),
+ "identifier": reference_data.get("identifier")
+ }
+ return None
+
+
+def parse_funding(funding_data):
+ """
+ Parse funding information from codemeta.json
+
+ Parameters
+ ----------
+ funding_data: dict, str
+ The funding data from codemeta.json
+
+ Returns
+ -------
+ dict or None
+ """
+ if isinstance(funding_data, dict):
+ funder_name = None
+ if "funder" in funding_data:
+ funder = funding_data["funder"]
+ if isinstance(funder, dict):
+ funder_name = funder.get("name")
+
+ return {
+ "funder": funder_name,
+ "funding": funding_data.get("fundingIdentifier")
+ }
+ elif isinstance(funding_data, str):
+ return {
+ "funder": None,
+ "funding": funding_data
+ }
+
+ return None
+
+def parse_programming_language(language_data):
+ """
+ Parse programming language information from codemeta.json
+
+ Parameters
+ ----------
+ language_data: dict or str
+ The programming language data from codemeta.json
+
+ Returns
+ -------
+ dict or None
+ Processed programming language information
+ """
+ if isinstance(language_data, dict):
+ name = language_data.get("name")
+ version = language_data.get("version")
+ url = language_data.get("url")
+
+ if name:
+ lang_info = {
+ "name": name,
+ "value": name,
+ "type": constants.LANGUAGE
+ # "version": version if version is not None else None
+ }
+ if version:
+ lang_info["version"] = version
+
+ if url:
+ lang_info["url"] = url
+
+ return lang_info
+
+ elif isinstance(language_data, str):
+ return {
+ "name": language_data,
+ "value": language_data,
+ "type": constants.LANGUAGE
+ # ,
+ # "version": None
+ }
+
+ return None
+
+def parse_codemeta_json_file(file_path, metadata_result: Result, source):
+ """
+
+ Parameters
+ ----------
+ file_path: path of the package file being analysed
+ metadata_result: metadata object where the metadata dictionary is kept
+ source: source of the codemeta file (URL)
+
+ Returns
+ -------
+
+ """
+ print(f"CODEMETA PARSER - Processing file: {file_path}")
+ print(f"CODEMETA PARSER - Source: {source}")
+
+ try:
+ with open(file_path, 'r', encoding='utf-8') as file:
+ data = json.load(file)
+
+ if "applicationCategory" in data:
+ metadata_result.add_result(
+ constants.CAT_APPLICATION_DOMAIN,
+ {
+ "value": data["applicationCategory"],
+ "type": constants.STRING
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+ if "softwareVersion" in data:
+ metadata_result.add_result(
+ constants.CAT_VERSION,
+ {
+ "value": data["softwareVersion"],
+ "type": constants.STRING
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+ if "codeRepository" in data:
+ metadata_result.add_result(
+ constants.CAT_CODE_REPOSITORY,
+ {
+ "value": data["codeRepository"],
+ "type": constants.URL
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+ if "issueTracker" in data:
+ metadata_result.add_result(
+ constants.CAT_ISSUE_TRACKER,
+ {
+ "value": data["issueTracker"],
+ "type": constants.URL
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+ if "dateCreated" in data:
+ date_created = data["dateCreated"]
+ if date_created:
+ metadata_result.add_result(
+ constants.CAT_DATE_CREATED,
+ {
+ "value": date_created,
+ "type": constants.STRING
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+ if "dateModified" in data:
+ date_modified = data["dateModified"]
+ if date_modified:
+ metadata_result.add_result(
+ constants.CAT_DATE_UPDATED,
+ {
+ "value": date_modified,
+ "type": constants.STRING
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+ if "datePublished" in data:
+ date_published = data["datePublished"]
+ if date_published:
+ metadata_result.add_result(
+ constants.CAT_DATE_PUBLISHED,
+ {
+ "value": date_published,
+ "type": constants.STRING
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+ if "downloadUrl" in data:
+ metadata_result.add_result(
+ constants.CAT_DOWNLOAD_URL,
+ {
+ "value": data["downloadUrl"],
+ "type": constants.URL
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+ if "name" in data:
+ metadata_result.add_result(
+ constants.CAT_NAME,
+ {
+ "value": data["name"],
+ "type": constants.STRING
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+ if "contIntegration" in data:
+ metadata_result.add_result(
+ constants.CAT_CONTINUOUS_INTEGRATION,
+ {
+ "value": data["contIntegration"],
+ "type": constants.URL
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+ if "keywords" in data:
+ keywords = parse_keywords(data['keywords'])
+ metadata_result.add_result(
+ constants.CAT_KEYWORDS,
+ {
+ "value": keywords,
+ "type": constants.STRING
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+ if "referencePublication" in data:
+ ref_publications = data["referencePublication"]
+ if isinstance(ref_publications, list):
+
+ for pub in ref_publications:
+ pub_data = parse_referenced_publication(pub)
+ if pub_data:
+
+ result_dict = {
+ "value": pub_data.get("title", ""),
+ "title": pub_data.get("title", ""),
+ "type": constants.SCHOLARLY_ARTICLE
+ }
+
+ if pub_data.get("url"):
+ result_dict["url"] = pub_data.get("url")
+
+ if pub_data.get("date_published"):
+ result_dict["date_published"] = pub_data.get("date_published")
+
+ if pub_data.get("identifier"):
+ result_dict["doi"] = pub_data.get("identifier")
+
+ metadata_result.add_result(
+ # constants.CAT_REF_PUBLICATION,
+ constants.CAT_CITATION,
+ result_dict,
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+ elif isinstance(ref_publications, dict):
+
+ pub_data = parse_referenced_publication(ref_publications)
+ if pub_data:
+ result_dict = {
+ "value": pub_data.get("title", ""),
+ "title": pub_data.get("title", ""),
+ "type": constants.SCHOLARLY_ARTICLE
+ }
+
+ if pub_data.get("url"):
+ result_dict["url"] = pub_data.get("url")
+
+ if pub_data.get("date_published"):
+ result_dict["date_published"] = pub_data.get("date_published")
+
+ if pub_data.get("identifier"):
+ result_dict["doi"] = pub_data.get("identifier")
+
+ metadata_result.add_result(
+ # constants.CAT_REF_PUBLICATION,
+ constants.CAT_CITATION,
+ result_dict,
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+ else:
+ metadata_result.add_result(
+ # constants.CAT_REF_PUBLICATION,
+ constants.CAT_CITATION,
+ {
+ "value": data["referencePublication"],
+ "type": constants.STRING
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+ if "funding" in data:
+ funding_data = data["funding"]
+ if isinstance(funding_data, list):
+ for fund in funding_data:
+ fund_info = parse_funding(fund)
+ if fund_info:
+ metadata_result.add_result(
+ constants.CAT_FUNDING,
+ {
+ "funder": fund_info.get("funder", ""),
+ "funding": fund_info.get("funding", ""),
+ "type": constants.STRING
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+ elif isinstance(funding_data, dict):
+ fund_info = parse_funding(funding_data)
+ if fund_info:
+ metadata_result.add_result(
+ constants.CAT_FUNDING,
+ {
+ "funder": fund_info.get("funder", ""),
+ "funding": fund_info.get("funding", ""),
+ "type": constants.STRING
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+ if "developmentStatus" in data:
+ metadata_result.add_result(
+ constants.CAT_DEV_STATUS,
+ {
+ "value": data["developmentStatus"],
+ "type": constants.STRING
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+ if "identifier" in data:
+ metadata_result.add_result(
+ constants.CAT_IDENTIFIER,
+ {
+ "value": data["identifier"],
+ "type": constants.STRING
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+ if "readme" in data:
+ metadata_result.add_result(
+ constants.CAT_README_URL,
+ {
+ "value": data["readme"],
+ "type": constants.STRING
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+ if "description" in data:
+ metadata_result.add_result(
+ constants.CAT_DESCRIPTION,
+ {
+ "value": data["description"],
+ "type": constants.STRING
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+ if "version" in data:
+ metadata_result.add_result(
+ constants.CAT_VERSION,
+ {
+ "value": data["version"],
+ "type": constants.STRING
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+ if "author" in data:
+ authors = data["author"]
+ if isinstance(authors, list):
+ for author in authors:
+ if isinstance(author, dict):
+ author_name = ""
+ if "givenName" in author and "familyName" in author:
+ author_name = f"{author['givenName']} {author['familyName']}"
+ elif "name" in author:
+ author_name = author["name"]
+
+ if author_name:
+ author_info = {
+ "value": author_name,
+ "type": constants.STRING
+ }
+
+ if "email" in author:
+ author_info["email"] = author["email"]
+
+ if "affiliation" in author:
+ if isinstance(author["affiliation"], dict) and "name" in author["affiliation"]:
+ author_info["affiliation"] = author["affiliation"]["name"]
+ elif isinstance(author["affiliation"], str):
+ author_info["affiliation"] = author["affiliation"]
+
+ identifier = author.get("identifier") or author.get("@id")
+ if identifier:
+ author_info["identifier"] = identifier
+
+ metadata_result.add_result(
+ constants.CAT_AUTHORS,
+ author_info,
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+ elif isinstance(authors, dict):
+ author = authors
+ author_name = ""
+ if "givenName" in author and "familyName" in author:
+ author_name = f"{author['givenName']} {author['familyName']}"
+ elif "name" in author:
+ author_name = author["name"]
+
+ if author_name:
+ author_info = {
+ "value": author_name,
+ "type": constants.STRING
+ }
+
+ if "email" in author:
+ author_info["email"] = author["email"]
+
+ if "affiliation" in author and "name" in author["affiliation"]:
+ author_info["affiliation"] = author["affiliation"]["name"]
+
+ if "identifier" in author:
+ author_info["identifier"] = author["identifier"]
+
+ metadata_result.add_result(
+ constants.CAT_AUTHORS,
+ author_info,
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+ if "license" in data:
+ license_info = parse_license(data["license"])
+ if license_info:
+ result_dict = {
+ "value": license_info.get("name", ""),
+ "type": constants.LICENSE
+ }
+
+ if license_info.get("url"):
+ result_dict["url"] = license_info["url"]
+ if license_info.get("identifier"):
+ result_dict["identifier"] = license_info["identifier"]
+ if license_info.get("spdx_id"):
+ result_dict["spdx_id"] = license_info["spdx_id"]
+
+ metadata_result.add_result(
+ constants.CAT_LICENSE,
+ result_dict,
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+ if "softwareRequirements" in data:
+ requirements = parse_software_requirements(data["softwareRequirements"])
+ for requirement in requirements:
+ metadata_result.add_result(
+ constants.CAT_REQUIREMENTS,
+ {
+ "value": requirement.get("value"),
+ # "name": requirement.get("name"),
+ # "version": requirement.get("version"),
+ **({"name": requirement["name"]} if "name" in requirement else {}),
+ **({"version": requirement["version"]} if "version" in requirement else {}),
+ "type": constants.SOFTWARE_APPLICATION
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+ if "programmingLanguage" in data:
+ programming_language = data["programmingLanguage"]
+ if isinstance(programming_language, list):
+ for lang in programming_language:
+ lang_info = parse_programming_language(lang)
+ if lang_info:
+ metadata_result.add_result(
+ constants.CAT_PROGRAMMING_LANGUAGES,
+ lang_info,
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+ else:
+ lang_info = parse_programming_language(programming_language)
+ if lang_info:
+ metadata_result.add_result(
+ constants.CAT_PROGRAMMING_LANGUAGES,
+ lang_info,
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+ except Exception as e:
+ logging.error(f"Error parsing codemeta JSON file {file_path}: {str(e)}")
+
+ return metadata_result
+
diff --git a/src/somef_core/parser/codeowners_parser.py b/src/somef_core/parser/codeowners_parser.py
new file mode 100644
index 0000000..1c7c92a
--- /dev/null
+++ b/src/somef_core/parser/codeowners_parser.py
@@ -0,0 +1,169 @@
+import json
+import logging
+import os
+import requests
+from pathlib import Path
+from ..process_results import Result
+from ..utils import constants
+
+def parse_codeowners_structured(dir_path, filename):
+ codeowners = []
+
+ with open(os.path.join(dir_path, filename), "r", encoding="utf-8") as file:
+ for line in file:
+ line = line.strip()
+ if line and not line.startswith("#"):
+ parts = line.split()
+ path = parts[0]
+ owners = [o.lstrip("@") for o in parts[1:]]
+ codeowners.append({"path": path, "owners": owners})
+
+ return {"codeowners": codeowners}
+
+
+def parse_codeowners_file(file_path, metadata_result: Result, source, reconcile_authors=None, repo_type=None, server_url=None) -> Result:
+ try:
+ logging.info(f"Reconcile authors flag: {reconcile_authors}")
+ if Path(file_path).name.upper() == constants.CODEOWNERS_FILE:
+ owners = parse_codeowners_structured(
+ os.path.dirname(file_path),
+ Path(file_path).name
+ )
+
+ metadata_result.add_result(
+ constants.CAT_HAS_PACKAGE_FILE,
+ {
+ "value": source,
+ "type": constants.URL,
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+ added_maintainers = set()
+ for entry in owners["codeowners"]:
+ for owner in entry["owners"]:
+
+ if owner in added_maintainers:
+ continue
+
+ added_maintainers.add(owner)
+
+ maintainer_data = {
+ constants.PROP_VALUE: owner,
+ constants.PROP_USERNAME: owner,
+ constants.PROP_ROLE: "Maintainer",
+ constants.PROP_TYPE: "Person"
+ }
+
+ if reconcile_authors:
+ user_info = enrich_user(owner, repo_type, server_url)
+ if user_info:
+ if user_info.get(constants.PROP_CODEOWNERS_NAME):
+ maintainer_data[constants.PROP_NAME] = user_info.get(constants.PROP_CODEOWNERS_NAME)
+ if user_info.get(constants.PROP_CODEOWNERS_COMPANY):
+ maintainer_data[constants.PROP_AFFILIATION] = user_info.get(constants.PROP_CODEOWNERS_COMPANY)
+ if user_info.get(constants.PROP_CODEOWNERS_EMAIL):
+ maintainer_data[constants.PROP_EMAIL] = user_info.get(constants.PROP_CODEOWNERS_EMAIL)
+
+ metadata_result.add_result(
+ constants.CAT_MAINTAINER,
+ maintainer_data,
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+
+ except Exception as e:
+ logging.error(f"Error parsing CODEOWNERS: {e}")
+
+ return metadata_result
+
+# def enrich_github_user(username):
+# """ Enrich user metadata using the appropriate platform API.
+# Currently only GitHub is supported.
+# """
+# try:
+# url = f"https://api.github.com/users/{username}"
+# response = requests.get(url, timeout=5)
+
+# if response.status_code != 200:
+# return None
+
+# data = response.json()
+
+# return {
+# constants.PROP_CODEOWNERS_NAME: data.get("name"),
+# constants.PROP_CODEOWNERS_COMPANY: data.get("company"),
+# constants.PROP_CODEOWNERS_EMAIL: data.get("email"),
+# }
+
+
+# except Exception:
+# return None
+
+
+def enrich_user(username, repo_type, server_url=None):
+ """
+ Enrich user metadata using the appropriate platform API.
+
+ Parameters
+ ----------
+ username : str Username to enrich.
+ repo_type : str "GITHUB" or "GITLAB"
+ server_url : str, optional
+ Base URL of GitLab instance if repo_type is "GITLAB"
+
+ Returns
+ -------
+ dict or None
+ Dictionary with available user info (name, company, email), or None if not found.
+ """
+
+ if repo_type == constants.RepositoryType.GITHUB:
+ # logging.info(f"Enriching GitHub user {username}")
+ try:
+ url = f"https://api.github.com/users/{username}"
+ response = requests.get(url, timeout=5)
+ if response.status_code != 200:
+ return None
+ data = response.json()
+ return {
+ constants.PROP_CODEOWNERS_NAME: data.get("name"),
+ constants.PROP_CODEOWNERS_COMPANY: data.get("company"),
+ constants.PROP_CODEOWNERS_EMAIL: data.get("email"),
+ }
+ except Exception as e:
+ logging.warning(f"Error enriching GitHub user {username}: {e}")
+ return None
+
+ elif repo_type == constants.RepositoryType.GITLAB:
+ try:
+ if server_url is None:
+ server_url = "https://gitlab.com"
+ if not server_url.startswith("http"):
+ server_url = "https://" + server_url
+ api_url = f"{server_url.rstrip('/')}/api/v4/users?username={username}"
+ response = requests.get(api_url, timeout=5)
+ if response.status_code != 200:
+ logging.warning(f"GitLab API request failed for {username}: {response.status_code}")
+ return None
+ data = response.json()
+ if not data:
+ return None
+ user_info = data[0]
+ return {
+ constants.PROP_CODEOWNERS_NAME: user_info.get("name"),
+ constants.PROP_CODEOWNERS_COMPANY: user_info.get("organization"),
+ constants.PROP_CODEOWNERS_EMAIL: user_info.get("public_email"),
+ }
+ except Exception as e:
+ logging.error(f"Error enriching GitLab user {username}: {e}")
+ return None
+
+ else:
+ logging.warning(f"Unsupported repo_type {repo_type}")
+ return None
+
diff --git a/src/somef_core/parser/composer_parser.py b/src/somef_core/parser/composer_parser.py
new file mode 100644
index 0000000..9908abc
--- /dev/null
+++ b/src/somef_core/parser/composer_parser.py
@@ -0,0 +1,218 @@
+import json
+import logging
+import os
+from pathlib import Path
+from ..process_results import Result
+from ..utils import constants
+from ..regular_expressions import detect_license_spdx
+
+def parse_composer_json(file_path, metadata_result: Result, source):
+ """
+ Parse a composer.json file to extract metadata.
+
+ Parameters
+ ----------
+ file_path: path to the composer.json file being analyzed
+ metadata_result: Metadata object dictionary
+ source: source of the package file (URL)
+
+ Returns
+ -------
+ """
+ try:
+
+ if Path(file_path).name.lower() in ["composer.json"]:
+ metadata_result.add_result(
+ constants.CAT_HAS_PACKAGE_FILE,
+ {
+ # "value": "composer.json",
+ "value": source,
+ "type": constants.URL,
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+ with open(file_path, "r", encoding="utf-8") as f:
+ data = json.load(f)
+
+ if "name" in data:
+ metadata_result.add_result(
+ constants.CAT_PACKAGE_ID,
+ {
+ "value": data["name"],
+ "type": constants.STRING
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+ if "description" in data:
+ metadata_result.add_result(
+ constants.CAT_DESCRIPTION,
+ {
+ "value": data["description"],
+ "type": constants.STRING
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+ if "homepage" in data:
+ metadata_result.add_result(
+ constants.CAT_HOMEPAGE,
+ {
+ "value": data["homepage"],
+ "type": constants.URL
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+ if "version" in data:
+ metadata_result.add_result(
+ constants.CAT_VERSION,
+ {
+ "value": data["version"],
+ "type": constants.RELEASE,
+ "tag": data["version"]
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+ if "authors" in data:
+ for author in data["authors"]:
+ author_data = {
+ "type": constants.AGENT,
+ "value": author.get("name", "")
+ }
+
+ if "name" in author:
+ author_data["name"] = author["name"]
+
+ if "email" in author:
+ author_data["email"] = author["email"]
+
+ if "homepage" in author:
+ author_data["url"] = author["homepage"]
+
+ if "role" in author:
+ author_data["role"] = author["role"]
+
+ metadata_result.add_result(
+ constants.CAT_AUTHORS,
+ author_data,
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+ if "license" in data:
+ license_value = data["license"]
+ license_text = ""
+
+ dir_path = os.path.dirname(file_path)
+ license_paths = [
+ os.path.join(dir_path, "LICENSE"),
+ os.path.join(dir_path, "LICENSE.txt"),
+ os.path.join(dir_path, "LICENSE.md")
+ ]
+
+ for license_path in license_paths:
+ if os.path.exists(license_path):
+ with open(license_path, "r", encoding="utf-8") as lf:
+ license_text = lf.read()
+ break
+
+ license_info_spdx = detect_license_spdx(license_text, 'JSON')
+
+ if license_info_spdx:
+ license_data = {
+ "value": license_value,
+ "spdx_id": license_info_spdx.get('spdx_id'),
+ "name": license_info_spdx.get('name'),
+ "type": constants.LICENSE
+ }
+ else:
+ license_data = {
+ "value": license_value,
+ "type": constants.LICENSE
+ }
+
+ metadata_result.add_result(
+ constants.CAT_LICENSE,
+ license_data,
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+ dependency_sections = ["require", "require-dev"]
+ for section in dependency_sections:
+ if section in data:
+ for name, version in data[section].items():
+ req = f"{name}: {version}"
+ if section == "require-dev":
+ dep_type = constants.DEPENDENCY_TYPE_DEVELOPMENT
+ else:
+ dep_type = constants.DEPENDENCY_TYPE_RUNTIME
+
+ metadata_result.add_result(
+ constants.CAT_REQUIREMENTS,
+ {
+ "value": req,
+ "name": name,
+ "version": version,
+ "type": constants.SOFTWARE_APPLICATION,
+ "dependency_type": dep_type,
+ "dependency_resolver": "composer"
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+ if "repository" in data:
+ repo_data = data["repository"]
+ if isinstance(repo_data, str):
+ repo_url = repo_data
+ elif isinstance(repo_data, dict) and "url" in repo_data:
+ repo_url = repo_data["url"]
+ else:
+ repo_url = None
+
+ if repo_url:
+ metadata_result.add_result(
+ constants.CAT_CODE_REPOSITORY,
+ {
+ "value": repo_url,
+ "type": constants.URL
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+ if "keywords" in data:
+ for keyword in data["keywords"]:
+ metadata_result.add_result(
+ constants.CAT_KEYWORDS,
+ {
+ "value": keyword,
+ "type": constants.STRING
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+ except Exception as e:
+ logging.error(f"Error parsing composer.json from {file_path}: {str(e)}")
+
+ return metadata_result
\ No newline at end of file
diff --git a/src/somef_core/parser/conda_environment_parser.py b/src/somef_core/parser/conda_environment_parser.py
new file mode 100644
index 0000000..b1c25e3
--- /dev/null
+++ b/src/somef_core/parser/conda_environment_parser.py
@@ -0,0 +1,91 @@
+import json
+import yaml
+import logging
+from pathlib import Path
+from ..process_results import Result
+from ..utils import constants
+import re
+
+def parse_conda_environment_file(file_path, metadata_result: Result, source):
+
+ try:
+ with open(file_path, "r", encoding="utf-8") as f:
+ data = yaml.safe_load(f)
+ except Exception as e:
+ logging.warning(f"Could not parse environment.yml {file_path}: {e}")
+ return metadata_result
+
+ if not isinstance(data, dict) or "dependencies" not in data:
+ return metadata_result
+
+ if Path(file_path).name.lower() in {"environment.yml", "environment.yaml"}:
+ metadata_result.add_result(
+ constants.CAT_HAS_PACKAGE_FILE,
+ {
+ constants.PROP_VALUE: source,
+ constants.PROP_TYPE: constants.URL,
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+ name = data.get("name")
+ # not sure about this channels. I doubt they are relevant for the metadata in somef.
+ channels = data.get("channels", [])
+ dependencies = data.get("dependencies", [])
+
+ conda_deps = []
+ pip_deps = []
+
+ for dep in dependencies:
+ if isinstance(dep, str):
+ conda_deps.append(dep)
+ elif isinstance(dep, dict) and "pip" in dep:
+ pip_deps.extend(dep["pip"])
+
+ # conda dependencies
+ for dep in conda_deps:
+ dep_dict = {
+ constants.PROP_VALUE: dep,
+ constants.PROP_NAME: re.split(r"[=<>!]", dep)[0],
+ constants.PROP_TYPE: constants.SOFTWARE_APPLICATION,
+ constants.PROP_DEPENDENCY_TYPE: constants.DEPENDENCY_TYPE_RUNTIME,
+ constants.PROP_DEPENDENCY_RESOLVER: "conda"
+ }
+
+ match = re.search(r"[=<>!]+(.+)", dep)
+ if match:
+ dep_dict[constants.PROP_VERSION] = match.group(1)
+
+ metadata_result.add_result(
+ constants.CAT_REQUIREMENTS,
+ dep_dict,
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+ # pip dependdencies
+ for dep in pip_deps:
+
+ dep_dict = {
+ constants.PROP_VALUE: dep,
+ constants.PROP_NAME: re.split(r"[=<>!~]", dep)[0],
+ constants.PROP_TYPE: constants.SOFTWARE_APPLICATION,
+ constants.PROP_DEPENDENCY_TYPE: constants.DEPENDENCY_TYPE_RUNTIME,
+ constants.PROP_DEPENDENCY_RESOLVER: "pip"
+ }
+
+ match = re.search(r"[=<>!~]+(.+)", dep)
+ if match:
+ dep_dict[constants.PROP_VERSION] = match.group(1)
+
+ metadata_result.add_result(
+ constants.CAT_REQUIREMENTS,
+ dep_dict,
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+ return metadata_result
diff --git a/src/somef_core/parser/create_excerpts.py b/src/somef_core/parser/create_excerpts.py
index c4ef97b..bf0f4a2 100644
--- a/src/somef_core/parser/create_excerpts.py
+++ b/src/somef_core/parser/create_excerpts.py
@@ -28,43 +28,44 @@ def unmark_element(element, stream=None):
__md.stripTopLevelTags = False
-def split_into_excerpts(string_list):
- """
- ## Function takes readme text as input and divides it into excerpts
- Parameters
- ----------
- string_list: input text
+# def split_into_excerpts(string_list):
+# """
+# ## Function takes readme text as input and divides it into excerpts
+# Parameters
+# ----------
+# string_list: input text
- Returns
- -------
- Returns the extracted excerpts
- """
- divisions = []
- for text in string_list:
- if text:
- divisions = divisions + markdown_utils.unmark(text).splitlines()
- divisions = [i for i in divisions if i]
- return divisions
+# Returns
+# -------
+# Returns the extracted excerpts
+# """
+# divisions = []
+# for text in string_list:
+# if text:
+# divisions = divisions + markdown_utils.unmark(text).splitlines()
+# divisions = [i for i in divisions if i]
+# return divisions
-def create_excerpts(string_list):
- """
- Function takes readme text as input and divides it into excerpts
- Parameters
- ----------
- string_list: Markdown text passed as input
- Returns
- -------
- Extracted excerpts
- """
- logging.info("Splitting text into valid excerpts for classification")
- string_list = markdown_utils.remove_bibtex(string_list)
- divisions = mardown_parser.extract_blocks_excerpts(string_list)
- logging.info("Text Successfully split.")
- output = {}
- for division in divisions:
- original = division
- division = regular_expressions.remove_links_images(division)
- if len(division) > 0:
- output[division] = original
- return output
+# def create_excerpts(string_list):
+# """
+# Function takes readme text as input and divides it into excerpts
+# Parameters
+# ----------
+# string_list: Markdown text passed as input
+# Returns
+# -------
+# Extracted excerpts
+# """
+# logging.info("Splitting text into valid excerpts for classification")
+# string_list = markdown_utils.remove_bibtex(string_list)
+# logging.info("Extracting excerpts for classification")
+# divisions = mardown_parser.extract_blocks_excerpts(string_list)
+# logging.info("Text Successfully split.")
+# output = {}
+# for division in divisions:
+# original = division
+# division = regular_expressions.remove_links_images(division)
+# if len(division) > 0:
+# output[division] = original
+# return output
diff --git a/src/somef_core/parser/description_parser.py b/src/somef_core/parser/description_parser.py
new file mode 100644
index 0000000..6ec783b
--- /dev/null
+++ b/src/somef_core/parser/description_parser.py
@@ -0,0 +1,228 @@
+import re
+import logging
+from pathlib import Path
+from ..process_results import Result
+from ..utils import constants
+
+def parse_description_file(file_path, metadata_result: Result, source):
+
+ """
+ Parse a DESCRIPTION file to extract metadata.
+
+ Parameters
+ ----------
+ file_path: path of the DESCRIPTION file being analysed
+ metadata_result: metadata object where the metadata dictionary is kept
+ source: source of the package file (URL)
+
+ Returns
+ -------
+ """
+
+ try:
+ if Path(file_path).name.upper() == "DESCRIPTION":
+ metadata_result.add_result(
+ constants.CAT_HAS_PACKAGE_FILE,
+ {
+ # "value": "DESCRIPTION",
+ "value": source,
+ "type": constants.URL,
+ "source": source
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+ with open(file_path, "r", encoding="utf-8") as f:
+ content = f.read()
+
+ package_match = re.search(r'Package:\s*([^\n]+)', content)
+ if package_match:
+ print("FOUND PACKAGE NAME")
+ package_name = package_match.group(1).strip()
+ metadata_result.add_result(
+ constants.CAT_PACKAGE_ID,
+ {
+ "value": package_name,
+ "type": constants.STRING,
+ "source": source
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+ else:
+ print("NO PACKAGE NAME FOUND")
+
+ desc_match = re.search(r'Description:\s*([^\n]+(?:\n\s+[^\n]+)*)', content)
+ if desc_match:
+ description = desc_match.group(1).strip()
+ metadata_result.add_result(
+ constants.CAT_DESCRIPTION,
+ {
+ "value": description,
+ "type": constants.STRING,
+ "source": source
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+ version_match = re.search(r'Version:\s*([^\n]+)', content)
+ if version_match:
+ version = version_match.group(1).strip()
+ metadata_result.add_result(
+ constants.CAT_VERSION,
+ {
+ "value": version,
+ "type": constants.STRING,
+ "source": source
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+
+ authors_section = re.search(r'Authors@R:\s*c\(([\s\S]*?)\)\s*$', content, re.MULTILINE)
+ # authors_section = re.search(r'Authors@R:\s*c\(([^)]+)\)', content, re.DOTALL)
+ if authors_section:
+ authors_text = authors_section.group(1)
+
+ pattern = re.compile(
+ r'''person\(
+ \s*"([^"]+)"
+ (?:\s*,\s*"([^"]*)")?
+ (?:\s*,\s*)*
+ (?:
+ "(?P[^"]+@[^"]+)"
+ |
+ .*?email\s*=\s*"(?P[^"]+)"
+ )?
+ [^)]*
+ \)''',
+ re.VERBOSE
+ )
+ # person_entries = re.findall(r'person\(\s*"([^"]+)"\s*,\s*"([^"]+)"(?:\s*,\s*)?(?:"[^"]*")?(?:\s*,\s*)?(?:"([^"]+)")?', authors_text)
+ person_entries = []
+ for match in pattern.finditer(authors_text):
+ given = match.group(1)
+ family = match.group(2) or ""
+ email = match.group("email1") or match.group("email2") or ""
+ person_entries.append((given, family, email))
+
+ for given, family, email in person_entries:
+ name = given.strip()
+ if family:
+ name += " " + family.strip()
+ author = {
+ "value": name,
+ "type": constants.AGENT,
+ }
+
+ if email:
+ author["email"] = email.strip()
+
+ metadata_result.add_result(
+ constants.CAT_AUTHORS,
+ author,
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+ license_match = re.search(r'License:\s*([^\n]+)', content)
+ if license_match:
+ license_text = license_match.group(1).strip()
+ metadata_result.add_result(
+ constants.CAT_LICENSE,
+ {
+ "value": license_text,
+ "type": constants.STRING,
+ "source": source
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+ url_section = re.search(r'URL:\s*([^\n]+(?:\n\s+[^\n]+)*)', content)
+ if url_section:
+ url_text = url_section.group(1).strip()
+ urls = []
+ for url in re.split(r',\s*', url_text):
+ stripped = url.strip()
+ if stripped:
+ urls.append(stripped)
+
+ for url in urls:
+ if 'github.com' in url.lower() or 'gitlab.com' in url.lower():
+ metadata_result.add_result(
+ constants.CAT_CODE_REPOSITORY,
+ {
+ "value": url,
+ "type": constants.URL,
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+ else:
+ metadata_result.add_result(
+ constants.CAT_HOMEPAGE,
+ {
+ "value": url,
+ "type": constants.URL,
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+ issue_tracker_match = re.search(r'BugReports:\s*([^\n]+)', content)
+ if issue_tracker_match:
+ issue_tracker_url = issue_tracker_match.group(1).strip()
+ metadata_result.add_result(
+ constants.CAT_ISSUE_TRACKER,
+ {
+ "value": issue_tracker_url,
+ "type": constants.URL,
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+ for field in ('Depends', 'Imports'):
+ section_match = re.search(r'^' + field + r':\s*(.*(?:\n[ \t]+.*)*)', content, re.MULTILINE)
+ if section_match:
+ section_text = section_match.group(1)
+ dependencies = re.findall(r'([A-Za-z][A-Za-z0-9.]*)\s*(?:\(([^)]*)\))?', section_text)
+ for dependency in dependencies:
+ name = dependency[0]
+ version = dependency[1] if len(dependency) > 1 and dependency[1] else ""
+ req = f"{name} ({version})" if version else f"{name}"
+
+ metadata_result.add_result(
+ constants.CAT_REQUIREMENTS,
+ {
+ "value": req,
+ "name": name,
+ "version": version,
+ "type": constants.SOFTWARE_APPLICATION
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+
+
+ except Exception as e:
+ logging.error(f"Error parsing gemspec file from {file_path}: {str(e)}")
+
+ return metadata_result
+
+
diff --git a/src/somef_core/parser/dockerfile_parser.py b/src/somef_core/parser/dockerfile_parser.py
new file mode 100644
index 0000000..d47cd44
--- /dev/null
+++ b/src/somef_core/parser/dockerfile_parser.py
@@ -0,0 +1,227 @@
+import logging
+import os
+import re
+from ..utils import constants
+from ..process_results import Result
+
+def parse_dockerfile(file_path, metadata_result: Result, source):
+
+ print(f"Extracting properties from Dockerfile: {file_path}")
+
+ try:
+ with open(file_path, "rb") as file:
+ raw_data = file.read()
+
+ content = raw_data.decode("utf-8")
+ except (OSError, UnicodeDecodeError) as e:
+ logging.warning(f"Could not process Dockerfile {file_path}: {e}")
+ return None
+
+ # print(content)
+ title_match = re.search(
+ constants.REGEXP_DOCKER_TITLE,
+ content,
+ re.IGNORECASE
+ )
+
+ if title_match:
+ title = title_match.group(1).strip()
+ if title:
+ metadata_result.add_result(
+ constants.CAT_NAME,
+ {
+ "value": title,
+ "type": constants.STRING
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+ description_match = re.search(
+ constants.REGEXP_DOCKER_DESCRIPTION,
+ content,
+ re.IGNORECASE
+ )
+
+ if description_match:
+ description = description_match.group(1).strip()
+ if description:
+ metadata_result.add_result(
+ constants.CAT_DESCRIPTION,
+ {
+ "value": description,
+ "type": constants.STRING
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+ licenses_match = re.search(constants.REGEXP_DOCKER_LICENSES, content, re.IGNORECASE)
+ if licenses_match:
+ license_info_spdx = detect_license_spdx(licenses_match.group(1).strip())
+
+ if license_info_spdx:
+ license_data = {
+ "value": licenses_match.group(1).strip(),
+ "spdx_id": license_info_spdx.get('spdx_id'),
+ "name": license_info_spdx.get('name'),
+ "type": constants.LICENSE
+ }
+ else:
+ license_data = {
+ "value": licenses_match.group(1).strip(),
+ "type": constants.LICENSE
+ }
+ metadata_result.add_result(
+ constants.CAT_LICENSE,
+ license_data,
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+
+ # source_match = re.search(constants.REGEXP_DOCKER_SOURCE, content, re.IGNORECASE)
+ # if source_match:
+ # properties[constants.PROP_SOURCE] = source_match.group(1).strip()
+
+ url_match = re.search(constants.REGEXP_DOCKER_URL, content, re.IGNORECASE)
+ if url_match:
+ metadata_result.add_result(
+ constants.CAT_CODE_REPOSITORY,
+ {
+ "value": url_match.group(1).strip(),
+ "type": constants.URL
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+ version_match = re.search(constants.REGEXP_DOCKER_VERSION, content, re.IGNORECASE)
+ if version_match:
+ metadata_result.add_result(
+ constants.CAT_VERSION,
+ {
+ "value": version_match.group(1).strip(),
+ "type": constants.RELEASE,
+ "tag": version_match.group(1).strip()
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+ documentation_match = re.search(constants.REGEXP_DOCKER_DOCUMENTATION, content, re.IGNORECASE)
+ if documentation_match:
+ metadata_result.add_result(
+ constants.CAT_DOCUMENTATION,
+ {
+ "value": documentation_match.group(1).strip(),
+ "type": constants.STRING
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+
+ vendor_match = re.search(
+ constants.REGEXP_DOCKER_VENDOR,
+ content,
+ re.IGNORECASE
+ )
+
+ if vendor_match:
+ vendor = vendor_match.group(1).strip()
+ if vendor:
+ if vendor and re.search(constants.REGEXP_LTD_INC, vendor, re.IGNORECASE):
+ type_vendor = "Organization"
+ else:
+ type_vendor = "Person"
+
+ metadata_result.add_result(
+ constants.CAT_OWNER,
+ {
+ "value": vendor,
+ "type": type_vendor
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+ # Extract maintainers
+ maintainers = []
+ unique_maintainers = []
+
+ maintainer_oci_match = re.findall(
+ constants.REGEXP_MAINTAINER_LABEL_OCI,
+ content,
+ re.IGNORECASE | re.MULTILINE
+ )
+ # LABEL maintainer free
+ maintanainer_label_match = re.findall(
+ constants.REGEXP_MAINTAINER_LABEL_FREE,
+ content,
+ re.IGNORECASE | re.MULTILINE
+ )
+ # Deprecated maintainer
+ maintainer_match = re.findall(
+ constants.REGEXP_MAINTAINER,
+ content,
+ re.IGNORECASE | re.MULTILINE
+ )
+ maintainers.extend(maintainer_oci_match)
+ maintainers.extend(maintanainer_label_match)
+ maintainers.extend(maintainer_match)
+
+ unique_maintainers = list({m.strip() for m in maintainers if m.strip()})
+
+ for maintainer in unique_maintainers:
+ metadata_result.add_result(
+ constants.CAT_AUTHORS,
+ {
+ "type": constants.AGENT,
+ "value": maintainer
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+ return metadata_result
+
+def detect_license_spdx(license_text):
+ """
+ Function that given a license text, infers the name and spdx id in a dockerfile
+ Parameters
+ ----------
+ license_text
+
+ Returns
+ -------
+ A JSON dictionary with name and spdx id
+ """
+ print("Detecting license from text:", license_text)
+ for license_name, license_info in constants.LICENSES_DICT.items():
+ if re.search(license_info["regex"], license_text, re.IGNORECASE):
+ return {
+ "name": license_name,
+ "spdx_id": f"{license_info['spdx_id']}",
+ "@id": f"https://spdx.org/licenses/{license_info['spdx_id']}"
+ }
+
+ for license_name, license_info in constants.LICENSES_DICT.items():
+ spdx_id = license_info["spdx_id"]
+ if re.search(rf'\b{re.escape(spdx_id)}\b', license_text, re.IGNORECASE):
+ return {
+ "name": license_name,
+ "spdx_id": spdx_id,
+ "@id": f"https://spdx.org/licenses/{spdx_id}"
+ }
+ return None
+
+
\ No newline at end of file
diff --git a/src/somef_core/parser/gemspec_parser.py b/src/somef_core/parser/gemspec_parser.py
new file mode 100644
index 0000000..fa213bb
--- /dev/null
+++ b/src/somef_core/parser/gemspec_parser.py
@@ -0,0 +1,224 @@
+import os
+import re
+import logging
+from pathlib import Path
+from ..process_results import Result
+from ..utils import constants
+from ..regular_expressions import detect_license_spdx
+
+def parse_gemspec_file(file_path, metadata_result: Result, source):
+ # To do Version
+ # To do Email
+ """
+ Parse a Ruby gemspec file to extract metadata.
+
+ Parameters
+ ----------
+ file_path: path of the gemspec file being analysed
+ metadata_result: metadata object where the metadata dictionary is kept
+ source: source of the package file (URL)
+
+ Returns
+ -------
+ metadata_result: Updated metadata result object
+ """
+ try:
+ if file_path.endswith('.gemspec'):
+ metadata_result.add_result(
+ constants.CAT_HAS_PACKAGE_FILE,
+ {
+ # "value": Path(file_path).name,
+ "value": source,
+ "type": constants.URL,
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+ with open(file_path, 'r', encoding='utf-8') as file:
+ content = file.read()
+
+ name_match = re.search(r'gem\.name\s*=\s*["\']([^"\']+)["\']', content)
+ if name_match:
+ metadata_result.add_result(
+ constants.CAT_PACKAGE_ID,
+ {
+ "value": name_match.group(1),
+ "type": constants.STRING
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+ desc_match = re.search(r'gem\.description\s*=\s*%q{([^}]+)}|gem\.description\s*=\s*["\']([^"\']+)["\']', content)
+ if desc_match:
+ description = desc_match.group(1) if desc_match.group(1) else desc_match.group(2)
+ metadata_result.add_result(
+ constants.CAT_DESCRIPTION,
+ {
+ "value": description,
+ "type": constants.STRING
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+ homepage_match = re.search(r'gem\.homepage\s*=\s*["\']([^"\']+)["\']', content)
+ if homepage_match:
+ metadata_result.add_result(
+ constants.CAT_HOMEPAGE,
+ {
+ "value": homepage_match.group(1),
+ "type": constants.URL
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+ authors_match = re.findall(r'gem\.author[s]?\s*=\s*(?P"[^"]*"|\[[^\]]*\])', content)
+
+ for match in authors_match:
+ if match.startswith('['):
+ author_list = re.findall(r'["\']([^"\']+)["\']', match)
+ else:
+ author_list = [re.sub(r'["\']', '', match).strip()]
+
+ for author in author_list:
+ metadata_result.add_result(
+ constants.CAT_AUTHORS,
+ {
+ "type": constants.AGENT,
+ "value": author
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+ # authors_str = authors_match.group(1)
+ # author_list = re.findall(r'["\']([^"\']+)["\']', authors_str)
+
+ # for author in author_list:
+ # metadata_result.add_result(
+ # constants.CAT_AUTHORS,
+ # {
+ # "type": constants.AGENT,
+ # "value": author
+ # },
+ # 1,
+ # constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ # source
+ # )
+
+ # license_match = re.search(r'gem\.license\s*=\s*["\']([^"\']+)["\']', content)
+ license_match = re.search(r'gem\.license[s]?\s*=\s*["\']([^"\']+)["\']', content)
+ if license_match:
+ license_value = license_match.group(1)
+ license_text = ""
+
+ dir_path = os.path.dirname(file_path)
+ license_paths = [
+ os.path.join(dir_path, "LICENSE"),
+ os.path.join(dir_path, "LICENSE.txt"),
+ os.path.join(dir_path, "LICENSE.md")
+ ]
+
+ for license_path in license_paths:
+ if os.path.exists(license_path):
+ with open(license_path, "r", encoding="utf-8") as lf:
+ license_text = lf.read()
+ break
+
+ license_info_spdx = detect_license_spdx(license_text, 'Ruby')
+
+ if license_info_spdx:
+ license_data = {
+ "value": license_value,
+ "spdx_id": license_info_spdx.get('spdx_id'),
+ "name": license_info_spdx.get('name'),
+ "type": constants.LICENSE
+ }
+ else:
+ license_data = {
+ "value": license_value,
+ "type": constants.LICENSE
+ }
+
+ metadata_result.add_result(
+ constants.CAT_LICENSE,
+ license_data,
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+
+ dependency_matches = re.search(r'gem\.requirements\s*=\s*(\[.*?\])', content, re.DOTALL)
+
+ if dependency_matches:
+ array_requirements = dependency_matches.group(1)
+ dependencies = re.findall(r'["\']([^"\']+)["\']', array_requirements)
+
+ if dependencies:
+ metadata_result.add_result(
+ constants.CAT_REQUIREMENTS,
+ {
+ "value": dependencies,
+ "type": constants.SOFTWARE_APPLICATION,
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+
+ dependency_matches = re.findall(r'gem\.add_dependency\s*["\']([^"\']+)["\'](?:\s*,\s*["\']([^"\']+)["\'])?', content)
+ for dep in dependency_matches:
+ name = dep[0]
+ version = dep[1] if len(dep) > 1 and dep[1] else "any"
+ req = f"{name}: {version}"
+
+ metadata_result.add_result(
+ constants.CAT_REQUIREMENTS,
+ {
+ "value": req,
+ "name": name,
+ "version": version,
+ "type": constants.SOFTWARE_APPLICATION,
+ "dependency_type": constants.DEPENDENCY_TYPE_RUNTIME,
+ "dependency_resolver": "bundler"
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+ dev_dependency_matches = re.findall(r'gem\.add_development_dependency\s*["\']([^"\']+)["\'](?:\s*,\s*["\']([^"\']+)["\'])?', content)
+ for dep in dev_dependency_matches:
+ name = dep[0]
+ version = dep[1] if len(dep) > 1 and dep[1] else "any"
+ req = f"{name}: {version}"
+
+ metadata_result.add_result(
+ constants.CAT_REQUIREMENTS,
+ {
+ "value": req,
+ "name": name,
+ "version": version,
+ "type": constants.SOFTWARE_APPLICATION,
+ "dependency_type": constants.DEPENDENCY_TYPE_DEVELOPMENT,
+ "dependency_resolver": "bundler"
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+ except Exception as e:
+ logging.error(f"Error parsing gemspec file from {file_path}: {str(e)}")
+
+ return metadata_result
\ No newline at end of file
diff --git a/src/somef_core/parser/mardown_parser.py b/src/somef_core/parser/mardown_parser.py
index 1c0fb83..d1139e2 100644
--- a/src/somef_core/parser/mardown_parser.py
+++ b/src/somef_core/parser/mardown_parser.py
@@ -51,9 +51,12 @@ def extract_content_per_header(original_text, headers):
output = {}
limit = len(keys)
index = 0
- top = keys[0]
bottom = None
none_header_content = None
+ if not keys:
+ return [], original_text
+
+ top = keys[0]
text_tokenized = original_text.split('\n')
if len(text_tokenized) == 1:
return text_tokenized[0]
diff --git a/src/somef_core/parser/package_json_parser.py b/src/somef_core/parser/package_json_parser.py
index 83ba1eb..2ad7e70 100644
--- a/src/somef_core/parser/package_json_parser.py
+++ b/src/somef_core/parser/package_json_parser.py
@@ -46,7 +46,18 @@ def parse_package_json_file(file_path, metadata_result: Result, source):
constants.TECHNIQUE_CODE_CONFIG_PARSER,
source
)
-
+
+ if "homepage" in data:
+ metadata_result.add_result(
+ constants.CAT_HOMEPAGE,
+ {
+ "value": data["homepage"],
+ "type": constants.URL},
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
if "version" in data:
metadata_result.add_result(
constants.CAT_VERSION,
@@ -137,30 +148,51 @@ def parse_package_json_file(file_path, metadata_result: Result, source):
constants.TECHNIQUE_CODE_CONFIG_PARSER,
source
)
+
+ runtimes = parse_runtime_platform_from_package_json(data)
+ if runtimes:
+ for runtime in runtimes:
+ metadata_result.add_result(
+ constants.CAT_RUNTIME_PLATFORM,
+ runtime,
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+ # deps = {}
+ # deps.update(data.get("dependencies", {}))
+ # deps.update(data.get("devDependencies", {}))
- deps = {}
- deps.update(data.get("dependencies", {}))
- deps.update(data.get("devDependencies", {}))
-
- for name, version in deps.items():
- req = f"{name}@{version}"
- metadata_result.add_result(
- constants.CAT_REQUIREMENTS,
- {
- "value": req,
- "name": name,
- "version": version,
- "type": constants.SOFTWARE_APPLICATION
- },
- 1,
- constants.TECHNIQUE_CODE_CONFIG_PARSER,
- source
- )
+ # for name, version in deps.items():
+ sections = {
+ "dependencies": constants.DEPENDENCY_TYPE_RUNTIME,
+ "devDependencies": constants.DEPENDENCY_TYPE_DEVELOPMENT
+ }
+
+ for section, dep_type in sections.items():
+ for name, version in data.get(section, {}).items():
+ req = f"{name}@{version}"
+ metadata_result.add_result(
+ constants.CAT_REQUIREMENTS,
+ {
+ "value": req,
+ "name": name,
+ "version": version,
+ "type": constants.SOFTWARE_APPLICATION,
+ "dependency_type": dep_type,
+ "dependency_resolver": "npm"
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
metadata_result.add_result(
constants.CAT_HAS_PACKAGE_FILE,
{
- "value": "package.json",
+ # "value": "package.json",
+ "value": source,
"type": constants.URL,
},
1,
@@ -199,4 +231,33 @@ def parse_bugs(bugs_data):
return bugs_data["url"]
if isinstance(bugs_data, str):
return bugs_data
- return None
\ No newline at end of file
+ return None
+
+def parse_runtime_platform_from_package_json(data):
+ """
+ Extract runtime information from a package.json dict.
+ Returns a list of dicts with 'name' and 'version', e.g.:
+ [{'name': 'Node.js', 'version': '18.x'}]
+ """
+ runtimes = []
+
+ engines = data.get("engines", {})
+ if isinstance(engines, dict):
+ for runtime_name, version_value in engines.items():
+
+ if version_value:
+ value_str = f"{runtime_name}: {version_value}".strip()
+ else:
+ value_str = runtime_name
+
+ run = {
+ "value": value_str,
+ "name": runtime_name.capitalize(),
+ "type": constants.STRING
+ }
+ if version_value:
+ run["version"] = version_value.strip()
+
+ runtimes.append(run)
+
+ return runtimes
\ No newline at end of file
diff --git a/src/somef_core/parser/pom_xml_parser.py b/src/somef_core/parser/pom_xml_parser.py
index b9a799e..4addc26 100644
--- a/src/somef_core/parser/pom_xml_parser.py
+++ b/src/somef_core/parser/pom_xml_parser.py
@@ -40,6 +40,7 @@ def parse_pom_file(file_path, metadata_result: Result, source):
data = lxml.etree.parse(file)
root = data.getroot()
+
if root.tag != "{" + POM_NAMESPACE + "}project":
logging.warning(f"Expected root tag 'project' in {POM_NAMESPACE} namespace, got {root.tag} instead")
return metadata_result
@@ -59,7 +60,9 @@ def parse_pom_file(file_path, metadata_result: Result, source):
"dependencies": [],
"developers": [],
"issue_tracker": None,
- "scm_url": None
+ "scm_url": None,
+ "homepage": [],
+ "runtime_platform": []
}
for key, node in parse_node(root):
@@ -81,9 +84,17 @@ def parse_pom_file(file_path, metadata_result: Result, source):
project_data["scm_url"] = parse_scm(node)
elif key == "developers":
project_data["developers"] = parse_developers(node)
+ # elif key == "dependencies" or key == "dependencyManagement":
+ # project_data["dependencies"] = parse_dependencies(node)
elif key == "dependencies":
- project_data["dependencies"] = parse_dependencies(node)
-
+ project_data["dependencies"].extend(parse_dependencies(node))
+ elif key == "dependencyManagement":
+ for k, n in parse_node(node):
+ if k == "dependencies":
+ project_data["dependencies"].extend(parse_dependencies(n))
+ elif key == "properties":
+ project_data["runtime_platform"] = parse_runtime_platform(node)
+
if group_id or artifact_id:
identifier_value = f"{group_id or ''}.{artifact_id or ''}".strip(':')
metadata_result.add_result(
@@ -120,7 +131,18 @@ def parse_pom_file(file_path, metadata_result: Result, source):
constants.TECHNIQUE_CODE_CONFIG_PARSER,
source
)
-
+
+ if project_data["homepage"]:
+ metadata_result.add_result(
+ constants.CAT_HOMEPAGE,
+ {
+ "value": project_data["homepage"],
+ "type": constants.URL},
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
if project_data["scm_url"]:
metadata_result.add_result(
constants.CAT_PACKAGE_DISTRIBUTION,
@@ -132,45 +154,89 @@ def parse_pom_file(file_path, metadata_result: Result, source):
constants.TECHNIQUE_CODE_CONFIG_PARSER,
source
)
-
+
if project_data["dependencies"]:
for dependency in project_data["dependencies"]:
+ name_d = dependency.get("artifactId", "")
+ version_d = dependency.get("version", "")
+ scope = dependency.get("scope", None)
+
+ if scope == "test":
+ dep_type = constants.DEPENDENCY_TYPE_DEVELOPMENT
+ elif scope == "import":
+ continue
+ else:
+ dep_type = constants.DEPENDENCY_TYPE_RUNTIME
+
metadata_result.add_result(
constants.CAT_REQUIREMENTS,
{
"value": f'{dependency.get("groupId", "")}.{dependency.get("artifactId", "")}'.strip("."),
- "name": dependency.get("artifactId", ""),
- "version": dependency.get("version", ""),
- "type": constants.SOFTWARE_APPLICATION
+ "name": name_d,
+ "version": version_d,
+ "type": constants.SOFTWARE_APPLICATION,
+ "dependency_type": dep_type,
+ "dependency_resolver": "maven"
},
1,
constants.TECHNIQUE_CODE_CONFIG_PARSER,
source
)
- if project_data["developers"] :
- metadata_result.add_result(
- constants.CAT_AUTHORS ,
- {
- "value": project_data["developers"],
- "type": constants.URL
- },
- 1,
- constants.TECHNIQUE_CODE_CONFIG_PARSER,
- source
- )
+
+ if project_data["developers"]:
+ for author in project_data["developers"]:
+
+ if "type" not in author:
+ author["type"] = constants.AGENT
+
+ metadata_result.add_result(
+ constants.CAT_AUTHORS,
+ author,
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
if repositories:
- metadata_result.add_result(
- constants.CAT_PACKAGE_DISTRIBUTION,
- {
- "value": repositories,
- "type": constants.URL
- },
- 1,
- constants.TECHNIQUE_CODE_CONFIG_PARSER,
- source
- )
+
+ for rep in repositories:
+ rep["type"] = constants.URL
+
+ metadata_result.add_result(
+ constants.CAT_PACKAGE_DISTRIBUTION,
+ rep,
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+ # constants.CAT_PACKAGE_DISTRIBUTION,
+ # {
+ # # "value": repositories,
+ # rep,
+ # "type": constants.URL
+ # },
+ # 1,
+ # constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ # source
+ # )
+
+ if project_data["runtime_platform"]:
+
+ for runtime in project_data["runtime_platform"]:
+ metadata_result.add_result(
+ constants.CAT_RUNTIME_PLATFORM,
+ {
+ "value": runtime["value"],
+ "version": runtime["version"],
+ "name": runtime["name"],
+ "type": constants.STRING
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
metadata = {}
for k, v in project_data.items():
@@ -180,7 +246,8 @@ def parse_pom_file(file_path, metadata_result: Result, source):
metadata_result.add_result(
constants.CAT_HAS_PACKAGE_FILE,
{
- "value": "pom.xml",
+ # "value": "pom.xml",
+ "value": source,
"type": constants.URL
},
1,
@@ -189,7 +256,6 @@ def parse_pom_file(file_path, metadata_result: Result, source):
)
processed_pom = True
-
return metadata_result
def parse_licenses(licenses_node):
@@ -204,16 +270,27 @@ def parse_licenses(licenses_node):
licenses.append(license_data)
return licenses
-def parse_dependencies(dependencies_node):
+def parse_dependencies(node):
dependencies = []
- for key, node in parse_node(dependencies_node):
- if key == "dependency":
+
+ for child in node:
+ if not isinstance(child.tag, str):
+ continue
+
+ tag = child.tag.split("}")[-1]
+ if tag == "dependencies":
+ dependencies.extend(parse_dependencies(child))
+ elif tag == "dependency":
dep_data = {}
- for key2, node2 in parse_node(node):
- if key2 in ["groupId", "artifactId", "version"] and node2.text:
- dep_data[key2] = node2.text
+ for sub in child:
+ if not isinstance(sub.tag, str):
+ continue
+ sub_tag = sub.tag.split("}")[-1]
+ if sub_tag in ["groupId", "artifactId", "version"] and sub.text:
+ dep_data[sub_tag] = sub.text.strip()
if dep_data:
dependencies.append(dep_data)
+
return dependencies
def parse_developers(developers_node):
@@ -222,10 +299,10 @@ def parse_developers(developers_node):
if key == "developer":
dev_data = {}
author_data = {
- "name": None,
- "email": None,
- "url": None,
- "organization": None,
+ # "name": None,
+ # "email": None,
+ # "url": None,
+ # "affiliation": None,
"type": constants.AGENT
}
for key2, node2 in parse_node(node):
@@ -237,10 +314,10 @@ def parse_developers(developers_node):
elif key2 == "url" and node2.text:
author_data["url"] = node2.text
elif key2 == "organization" and node2.text:
- author_data["organization"] = node2.text
+ author_data["affiliation"] = node2.text
- if not author_data["value"]:
- author_data["value"] = author_data["email"] or author_data["organization"]
+ if "value" not in author_data:
+ author_data["value"] = author_data["email"] or author_data["affiliation"]
dev_data.update({k: v for k, v in author_data.items() if k != "type"})
developers.append(dev_data)
return developers
@@ -264,7 +341,61 @@ def parse_repositories(repo_node):
repo_data = {}
for key2, node2 in parse_node(node):
if key2 in ["id", "name", "url"] and node2.text:
- repo_data[key2] = node2.text
+ if key2 == "id":
+ repo_data["value"] = node2.text
+ else:
+ repo_data[key2] = node2.text
if repo_data:
repos.append(repo_data)
- return repos
\ No newline at end of file
+ return repos
+
+def parse_runtime_platform(properties_node):
+ """
+ Extracts runtime platform information from a node in a pom.xml.
+ Returns a list of dictionaries with runtime names and versions, or an empty list if none are found.
+
+ Parameters
+ ----------
+ properties_node : lxml.etree.Element
+ The node from the POM file.
+
+ Returns
+ -------
+ list of dict
+ Each dict has the keys 'name' and 'version', e.g. [{'name': 'Java', 'version': '1.8'}, {'name': 'Python', 'version': '3.11'}].
+ Returns an empty list if no runtime information is present.
+ """
+ runtimes = []
+
+ if properties_node is None:
+ return runtimes
+
+ for child in properties_node:
+ if not isinstance(child.tag, str):
+ continue
+ tag = child.tag.split("}")[-1].lower()
+ text = (child.text or "").strip()
+
+ if not text:
+ continue
+
+ if any(x in tag for x in ["java.version", "javaversion", "java_version"]):
+ runtimes.append({
+ "name": "Java",
+ "version": text,
+ "value": f"Java: {text}"
+ })
+ elif any(x in tag for x in ["kotlin.version", "kotlinversion", "kotlin_version"]):
+ runtimes.append({
+ "name": "Kotlin",
+ "version": text,
+ "value": f"Kotlin: {text}"
+ })
+ elif any(x in tag for x in ["scala.version", "scalaversion", "scala_version"]):
+ runtimes.append({
+ "name": "Scala",
+ "version": text,
+ "value": f"Scala: {text}"
+ })
+
+ return runtimes
\ No newline at end of file
diff --git a/src/somef_core/parser/publiccode_parser.py b/src/somef_core/parser/publiccode_parser.py
new file mode 100644
index 0000000..dc028cf
--- /dev/null
+++ b/src/somef_core/parser/publiccode_parser.py
@@ -0,0 +1,385 @@
+
+import json
+import yaml
+import logging
+from pathlib import Path
+from ..process_results import Result
+from ..utils import constants
+import re
+
+def parse_publiccode_file(file_path, metadata_result: Result, source):
+ """
+ Parse a publiccode.yml file and extract relevant metadata.
+
+ Parameters
+ ----------
+ file_path: path of the publiccode.yml file being analysed
+ metadata_result: metadata object where the metadata dictionary is kept
+ source: source of the package file (URL)
+
+ Returns
+ """
+ print("file_path publiccode:", file_path)
+ try:
+ with open(file_path, 'r', encoding='utf-8') as file:
+ content = yaml.safe_load(file)
+
+ except Exception as e:
+ logging.warning(f"Could not parse publiccode.yml {file_path}: {e}")
+ return metadata_result
+
+ if not isinstance(content, dict):
+ return metadata_result
+
+ if Path(file_path).name.lower() in {"publiccode.yml", "publiccode.yaml"}:
+ print("Detected publiccode.yml file.")
+ metadata_result.add_result(
+ constants.CAT_HAS_PACKAGE_FILE,
+ {
+ "value": source,
+ "type": constants.URL,
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+ if "url" in content:
+ metadata_result.add_result(
+ constants.CAT_CODE_REPOSITORY,
+ {
+ "value": content["url"],
+ "type": constants.URL
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+ #application domain: Categories and description.[lang].genericName
+ if "categories" in content:
+ for category in content["categories"]:
+ metadata_result.add_result(
+ constants.CAT_APPLICATION_DOMAIN,
+ {
+ "value": category,
+ "type": constants.STRING
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+ if "name" in content:
+ metadata_result.add_result(
+ constants.CAT_NAME,
+ {
+ "value": content["name"],
+ "type": constants.STRING
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+ if "description" in content:
+ # this is the structure. But we don't need the language
+ # description:
+ # en:
+ # genericName: Registry
+ # es:
+ # genericName: Registro
+ description = content.get("description", {})
+
+ generic_names = {
+ lang_block["genericName"]
+ for lang_block in description.values()
+ if isinstance(lang_block, dict) and "genericName" in lang_block
+ }
+ for generic_name in generic_names:
+ metadata_result.add_result(
+ constants.CAT_APPLICATION_DOMAIN,
+ {
+ "value": generic_name,
+ "type": constants.STRING
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+ short_descriptions = [
+ lang_block.get("shortDescription")
+ for lang_block in description.values()
+ if isinstance(lang_block, dict)
+ ]
+ for short_desc in filter(None, short_descriptions):
+ metadata_result.add_result(
+ constants.CAT_DESCRIPTION,
+ {
+ "value": short_desc.strip(),
+ "type": constants.STRING
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+ long_descriptions = [
+ lang_block.get("longDescription")
+ for lang_block in description.values()
+ if isinstance(lang_block, dict)
+ ]
+ for long_desc in filter(None, long_descriptions):
+ metadata_result.add_result(
+ constants.CAT_DESCRIPTION,
+ {
+ "value": long_desc.strip(),
+ "type": constants.STRING
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+ names = {
+ lang_block.get("localisedName")
+ for lang_block in description.values()
+ if isinstance(lang_block, dict)
+ }
+ for name in filter(None, names):
+ metadata_result.add_result(
+ constants.CAT_NAME,
+ {
+ "value": name.strip(),
+ "type": constants.STRING
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+ keywords = []
+ for lang_block in description.values():
+ if not isinstance(lang_block, dict):
+ continue
+
+ features = lang_block.get("features", [])
+ if isinstance(features, list):
+ for feature in features:
+ if isinstance(feature, str):
+ keywords.append(feature)
+
+ if keywords:
+ metadata_result.add_result(
+ constants.CAT_KEYWORDS,
+ {
+ "value": keywords,
+ "type": constants.STRING
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+ if "platforms" in content:
+ for platform in content["platforms"]:
+ metadata_result.add_result(
+ constants.CAT_RUNTIME_PLATFORM,
+ {
+ "value": platform,
+ "type": constants.STRING
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+ depends_on = content.get("dependsOn", {})
+# dependsOn:
+# open: or propietary or hardware
+# - name: MySQL
+# versionMin: "1.1"
+# versionMax: "1.3"
+# optional: true
+ for dep_type, dep_list in depends_on.items(): # dep_type = "open", "proprietary", "hardware"
+ for dep in dep_list:
+ name = dep.get("name")
+ version = None
+ version_str = None
+
+ # complex version handling because sometimes is version and sometimes versionMin/versionMax
+ if "version" in dep:
+ version = dep["version"]
+ version_str = f"=={version}"
+ else:
+ version_min = dep.get("versionMin")
+ version_max = dep.get("versionMax")
+ if version_min and version_max:
+ version = f">={version_min},<{version_max}"
+ version_str = version
+ elif version_min:
+ version = f">={version_min}"
+ version_str = version
+ elif version_max:
+ version = f"<{version_max}"
+ version_str = version
+
+
+ metadata_result.add_result(
+ constants.CAT_REQUIREMENTS,
+ {
+ "value": f"{name}{version_str}" if version_str else name,
+ "name": name,
+ "version": version,
+ "type": constants.SOFTWARE_APPLICATION,
+ "dependency_type": constants.DEPENDENCY_TYPE_RUNTIME,
+ "dependency_resolver": "publiccode"
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+ if "softwareVersion" in content:
+ metadata_result.add_result(
+ constants.CAT_VERSION,
+ {
+ "value": content["softwareVersion"],
+ "type": constants.RELEASE,
+ "tag": content["softwareVersion"]
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+ if "developmentStatus" in content:
+ metadata_result.add_result(
+ constants.CAT_DEV_STATUS,
+ {
+ "value": content["developmentStatus"],
+ "type": constants.RELEASE,
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+ if "legal" in content:
+ legal = content["legal"]
+ if "license" in legal:
+ license_info_spdx = detect_license_spdx(legal["license"])
+
+ if license_info_spdx:
+ license_data = {
+ "value": legal["license"],
+ "spdx_id": license_info_spdx.get('spdx_id'),
+ "name": license_info_spdx.get('name'),
+ "type": constants.LICENSE
+ }
+ else:
+ license_data = {
+ "value": legal["license"],
+ "type": constants.LICENSE
+ }
+ metadata_result.add_result(
+ constants.CAT_LICENSE,
+ license_data,
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+ if "releaseDate" in content:
+ date_published = content["releaseDate"]
+ # Add both date published and date updated with the same value
+ if date_published:
+ metadata_result.add_result(
+ constants.CAT_DATE_PUBLISHED,
+ {
+ "value": date_published,
+ "type": constants.STRING
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+ metadata_result.add_result(
+ constants.CAT_DATE_UPDATED,
+ {
+ "value": date_published,
+ "type": constants.STRING
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+ if "maintenance" in content:
+ maintenance = content.get("maintenance", {})
+ # maintenance_type = maintenance.get("type")
+
+ # if maintenance_type == "contract":
+ role_map = [
+ ("contractors", "maintenance_contractor"),
+ ("contacts", "maintenance_contact"),
+ ]
+
+ for key, role in role_map:
+ for person in maintenance.get(key, []):
+ author_data = {
+ "type": constants.AGENT,
+ "value": person.get("name", ""),
+ "name": person.get("name", ""),
+ "role": role
+ }
+
+ if "email" in person:
+ author_data["email"] = person["email"]
+
+ if "website" in person:
+ author_data["url"] = person["website"]
+
+ if "affiliation" in person:
+ author_data["affiliation"] = person["affiliation"]
+
+ metadata_result.add_result(
+ constants.CAT_OWNER,
+ author_data,
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+ return metadata_result
+
+
+def detect_license_spdx(license_text):
+ """
+ Function that given a license text, infers the name and spdx id in a dockerfile
+ Parameters
+ ----------
+ license_text
+
+ Returns
+ -------
+ A JSON dictionary with name and spdx id
+ """
+
+ for license_name, license_info in constants.LICENSES_DICT.items():
+ if re.search(license_info["regex"], license_text, re.IGNORECASE):
+ return {
+ "name": license_name,
+ "spdx_id": f"{license_info['spdx_id']}",
+ "@id": f"https://spdx.org/licenses/{license_info['spdx_id']}"
+ }
+
+ for license_name, license_info in constants.LICENSES_DICT.items():
+ spdx_id = license_info["spdx_id"]
+ if re.search(rf'\b{re.escape(spdx_id)}\b', license_text, re.IGNORECASE):
+ return {
+ "name": license_name,
+ "spdx_id": spdx_id,
+ "@id": f"https://spdx.org/licenses/{spdx_id}"
+ }
+ return None
diff --git a/src/somef_core/parser/python_parser.py b/src/somef_core/parser/python_parser.py
index f0f02e1..7c062da 100644
--- a/src/somef_core/parser/python_parser.py
+++ b/src/somef_core/parser/python_parser.py
@@ -1,6 +1,11 @@
import ast
import os
-import tomli
+# for compatibility in python 3.11 projects
+try:
+ import tomllib as tomli
+except ModuleNotFoundError:
+ import tomli
+
import logging
import re
from pathlib import Path
@@ -13,17 +18,20 @@
"""
def parse_dependency(dependency_str):
+
if not dependency_str:
return None, None
- parts = re.split(r'(>=|<=|==|!=|>|<|~=|\[)', dependency_str, 1)
+ # parts = re.split(r'(>=|<=|==|!=|>|<|~=|\[)', dependency_str, 1)
+ parts = re.split(r'(>=|<=|==|!=|>|<|~=)', dependency_str, 1)
name = parts[0].strip()
if len(parts) > 1:
version = ''.join(parts[1:])
else:
version = ""
- version = version.strip("[]() -.,:")
-
+ # version = version.strip("[]() -.,:")
+ version = re.sub(r'[\[\]\(\)]', '', version)
+
return name, version
def parse_url_type(url_label):
@@ -39,6 +47,8 @@ def parse_url_type(url_label):
return constants.CAT_README_URL
elif "download" in label:
return constants.CAT_DOWNLOAD_URL
+ elif "homepage" in label:
+ return constants.CAT_HOMEPAGE
else:
return constants.CAT_RELATED_DOCUMENTATION
@@ -60,246 +70,6 @@ def get_project_data(data):
project = data["tool"]["poetry"]
return project
-def parse_pyproject_toml(file_path, metadata_result: Result, source):
- """
-
- Parameters
- ----------
- file_path: path to the package file being analysed
- metadata_result: Metadata object dictionary
- source: source of the package file (URL)
-
- Returns
- -------
-
- """
- try:
- if Path(file_path).name == "pyproject.toml":
- metadata_result.add_result(
- constants.CAT_HAS_PACKAGE_FILE,
- {
- "value": "pyproject.toml",
- "type": constants.URL,
- },
- 1,
- constants.TECHNIQUE_CODE_CONFIG_PARSER,
- source
- )
- with open(file_path, "rb") as f:
- data = tomli.load(f)
-
- project = get_project_data(data)
-
- if "name" in project:
- metadata_result.add_result(
- constants.CAT_PACKAGE_ID,
- {
- "value": project["name"],
- "type": constants.STRING
- },
- 1,
- constants.TECHNIQUE_CODE_CONFIG_PARSER,
- source
- )
-
- if "description" in project:
- metadata_result.add_result(
- constants.CAT_DESCRIPTION,
- {
- "value": project["description"],
- "type": constants.STRING
- },
- 1,
- constants.TECHNIQUE_CODE_CONFIG_PARSER,
- source
- )
-
- if "version" in project:
- metadata_result.add_result(
- constants.CAT_VERSION,
- {
- "value": project["version"],
- "type": constants.RELEASE,
- "tag": project["version"]
- },
- 1,
- constants.TECHNIQUE_CODE_CONFIG_PARSER,
- source
- )
-
- dependencies = project.get("dependencies", [])
- if isinstance(dependencies, list):
- for req in dependencies:
- name, version = parse_dependency(req)
- if name:
- metadata_result.add_result(
- constants.CAT_REQUIREMENTS,
- {
- "value": req,
- "name": name,
- "version": version,
- "type": constants.SOFTWARE_APPLICATION
- },
- 1,
- constants.TECHNIQUE_CODE_CONFIG_PARSER,
- source
- )
- elif isinstance(dependencies, dict):
- for name, version in dependencies.items():
- req = f"{name}{version}" if version else name
- metadata_result.add_result(
- constants.CAT_REQUIREMENTS,
- {
- "value": req,
- "name": name,
- "version": version,
- "type": constants.SOFTWARE_APPLICATION
- },
- 1,
- constants.TECHNIQUE_CODE_CONFIG_PARSER,
- source
- )
-
- # This is for detecting the "requires" section in a pyrpoject.toml file
- if "build-system" in data and "requires" in data["build-system"]:
- build_requires = data["build-system"]["requires"]
- if isinstance(build_requires, list):
- for req in build_requires:
- name, version = parse_dependency(req)
- if name:
- metadata_result.add_result(
- constants.CAT_REQUIREMENTS,
- {
- "value": req,
- "name": name,
- "version": version,
- "type": constants.SOFTWARE_APPLICATION
- },
- 1,
- constants.TECHNIQUE_CODE_CONFIG_PARSER,
- source
- )
-
- urls = project.get("urls", {})
- if not urls and "tool" in data and "poetry" in data["tool"]:
-
- poetry = data["tool"]["poetry"]
- if "repository" in poetry:
- urls["repository"] = poetry["repository"]
- if "homepage" in poetry:
- urls["homepage"] = poetry["homepage"]
- if "documentation" in poetry:
- urls["documentation"] = poetry["documentation"]
-
- for url_type, url in urls.items():
- category = parse_url_type(url_type)
- metadata_result.add_result(
- category,
- {
- "value": url,
- "type": constants.URL
- },
- 1,
- constants.TECHNIQUE_CODE_CONFIG_PARSER,
- source
- )
-
- authors = project.get("authors", [])
- if isinstance(authors, list):
- for author in authors:
- if isinstance(author, dict):
- author_data = {
- "name": author.get("name"),
- "email": author.get("email"),
- "type": constants.AGENT,
- "value": author.get("name")
- }
- if author.get("url") is not None:
- author_data["url"] = author.get("url")
- else:
-
- parsed = parse_author_string(author)
- author_data = {
- "name": parsed["name"],
- "email": parsed["email"],
- "type": constants.AGENT,
- "value": parsed["name"]
- }
-
- metadata_result.add_result(
- constants.CAT_AUTHORS,
- author_data,
- 1,
- constants.TECHNIQUE_CODE_CONFIG_PARSER,
- source
- )
-
- if "license" in project:
- license_info = project["license"]
- license_text = ""
-
- if isinstance(license_info, dict):
- # Check if license is specified as a file
- license_path_file = license_info["file"]
- dir_path_license = os.path.dirname(file_path)
- license_path = os.path.join(dir_path_license, license_path_file)
-
- if os.path.exists(license_path):
- with open(license_path, "r", encoding="utf-8") as f:
- license_text = f.read()
-
- if "file" in license_info:
- license_value = f"License file: {license_info['file']}"
- else:
- license_text = license_info.get("text", "")
- license_value = license_info.get("type", "")
- else:
- license_text = ""
- license_value = license_info
-
- license_info_spdx = detect_license_spdx(license_text, 'JSON')
- spdx_id = ""
- spdx_name = ""
-
- if license_info_spdx:
- license_data = {
- "value": license_value,
- "spdx_id": license_info_spdx.get('spdx_id'),
- "name": license_info_spdx.get('name'),
- "type": constants.LICENSE
- }
- else:
- license_data = {
- "value": license_value,
- "type": constants.LICENSE
- }
-
- metadata_result.add_result(
- constants.CAT_LICENSE,
- license_data,
- 1,
- constants.TECHNIQUE_CODE_CONFIG_PARSER,
- source
- )
-
- if "keywords" in project:
- for keyword in project["keywords"]:
- metadata_result.add_result(
- constants.CAT_KEYWORDS,
- {
- "value": keyword,
- "type": constants.STRING
- },
- 1,
- constants.TECHNIQUE_CODE_CONFIG_PARSER,
- source
- )
-
- except Exception as e:
- logging.error(f"Error parsing pyproject.toml from {file_path}: {str(e)}")
-
- return metadata_result
-
def parse_requirements_txt(file_path, metadata_result: Result, source):
"""
Parameters
@@ -314,22 +84,45 @@ def parse_requirements_txt(file_path, metadata_result: Result, source):
"""
try:
if Path(file_path).name.lower() in ["requirements.txt", "requirement.txt"]:
-
-
+
with open(file_path, "r", encoding="utf-8") as f:
- for line in f:
+ lines = f.readlines()
+
+ for line in lines:
line = line.strip()
if not line or line.startswith('#'):
continue
name, version = parse_dependency(line)
if name:
- metadata_result.add_result(
- constants.CAT_REQUIREMENTS,
- {
+ req = {
"value": line,
"name": name,
- "version": version,
"type": constants.SOFTWARE_APPLICATION
+ }
+ if version:
+ req['version'] = version
+
+ metadata_result.add_result(
+ constants.CAT_REQUIREMENTS,
+ req,
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+
+ runtimes = parse_runtime_platform_from_requirements(lines)
+ if runtimes:
+ for runtime in runtimes:
+ metadata_result.add_result(
+ constants.CAT_RUNTIME_PLATFORM,
+ {
+ "value": runtime["value"],
+ "version": runtime["version"],
+ "name": runtime["name"],
+ "type": constants.STRING,
+ "dependency_type": constants.DEPENDENCY_TYPE_RUNTIME,
+ "dependency_resolver": "pip"
},
1,
constants.TECHNIQUE_CODE_CONFIG_PARSER,
@@ -404,7 +197,7 @@ def parse_setup_py(file_path, metadata_result: Result, source):
constants.CAT_AUTHORS,
{
"name": value,
- "email": None,
+ # "email": None,
"type": constants.AGENT,
},
1,
@@ -420,8 +213,12 @@ def parse_setup_py(file_path, metadata_result: Result, source):
value = module_vars[keyword.value.id]
else:
value = ast.literal_eval(keyword.value)
-
- author_results = metadata_result.results.get(constants.CAT_AUTHORS, [])
+
+ # author_results = metadata_result.results.get(constants.CAT_AUTHORS, [])
+ author_results = [
+ a for a in metadata_result.results.get(constants.CAT_AUTHORS, [])
+ if a.get("technique") == constants.TECHNIQUE_CODE_CONFIG_PARSER
+ ]
if author_results:
for result in author_results:
result["result"]["email"] = value
@@ -429,7 +226,7 @@ def parse_setup_py(file_path, metadata_result: Result, source):
metadata_result.add_result(
constants.CAT_AUTHORS,
{
- "name": None,
+ # "name": None,
"email": value,
"type": constants.AGENT,
"value": value
@@ -564,4 +361,72 @@ def parse_setup_py(file_path, metadata_result: Result, source):
except Exception as e:
logging.error(f"Error parsing setup.py from {file_path}: {str(e)}")
- return metadata_result
\ No newline at end of file
+ return metadata_result
+
+def parse_runtime_platform_from_pyproject(project_section):
+ """
+ Given the `[tool.poetry]` section from pyproject.toml,
+ this method extracts the runtime platform(s) declared (e.g. Python version). Return a list of dicts.
+
+ """
+ runtimes = []
+
+ deps = project_section.get("dependencies", {})
+ if isinstance(deps, dict):
+ python_spec = deps.get("python")
+ if python_spec:
+ runtimes.append({"name": "Python", "version": python_spec, "value": f'Python {python_spec}'})
+
+ req_python = project_section.get("requires-python")
+ if req_python:
+ runtimes.append({"name": "Python", "version": req_python, "value": f'Python {python_spec}'})
+
+ return runtimes
+
+def parse_runtime_platform_from_requirements(requirements_lines):
+ """
+ Extracts runtime information (e.g., Python) from a requirements.txt file.
+ Only returns an entry if the runtime is explicitly mentioned with a version.
+
+ Parameters
+ ----------
+ requirements_lines :
+ Lines from the requirements.txt file.
+
+ Returns
+ -------
+ list of dict
+ Each dictionary has the keys 'name' and 'version', e.g.:
+ [{'name': 'Python', 'version': '3.11'}]
+ Returns an empty list if no explicit runtime information is found.
+ """
+ runtimes = []
+
+ if not requirements_lines:
+ return runtimes
+
+ for line in requirements_lines:
+ clean_line = line.strip()
+ if not clean_line or clean_line.startswith('#'):
+ continue
+
+ if clean_line.lower().startswith('python'):
+ version = None
+
+ for sep in ['==', '>=', '<=', '~=', '>', '<']:
+ if sep in clean_line:
+ version = clean_line.split(sep)[1].strip()
+ break
+
+ if version is None:
+ match = re.search(r'python\s*([0-9.]+)', clean_line, re.IGNORECASE)
+ if not match:
+ match = re.search(r'python([0-9.]+)', clean_line, re.IGNORECASE)
+ if match:
+ version = match.group(1)
+
+ if version:
+ runtimes.append({'name': 'Python', 'version': version, 'value': f'Python: {version}'})
+ break
+
+ return runtimes
\ No newline at end of file
diff --git a/src/somef_core/parser/toml_parser.py b/src/somef_core/parser/toml_parser.py
new file mode 100644
index 0000000..04f3e5e
--- /dev/null
+++ b/src/somef_core/parser/toml_parser.py
@@ -0,0 +1,715 @@
+# -*- coding: utf-8 -*-
+
+# for compatibility in python 3.11 projects
+try:
+ import tomllib as tomli
+except ModuleNotFoundError:
+ import tomli
+import re
+import os
+import logging
+from pathlib import Path
+from ..process_results import Result
+from ..utils import constants
+from ..regular_expressions import detect_license_spdx, detect_spdx_from_declared
+
+
+def parse_toml_file(file_path, metadata_result: Result, source):
+ """
+ Unified TOML parser that handles Cargo.toml, pyproject.toml, and Project.toml files.
+
+ Parameters
+ ----------
+ file_path: path to the TOML file being analyzed
+ metadata_result: Metadata object dictionary
+ source: source of the package file (URL)
+
+ Returns
+ -------
+ metadata_result: Updated metadata result object
+ """
+ try:
+ filename = Path(file_path).name.lower()
+
+ if filename == "cargo.toml":
+ file_type = "cargo"
+ display_name = "Cargo.toml"
+
+ elif filename == "pyproject.toml":
+ file_type = "pyproject"
+ display_name = "pyproject.toml"
+
+ elif filename == "project.toml":
+ file_type = "julia_project"
+ display_name = "Project.toml"
+
+ else:
+ logging.warning(f"Unknown TOML file type: {filename}")
+ return metadata_result
+
+ metadata_result.add_result(
+ constants.CAT_HAS_PACKAGE_FILE,
+ {
+ # "value": display_name,
+ "value": source,
+ "type": constants.URL,
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+ with open(file_path, "rb") as f:
+ data = tomli.load(f)
+
+ if file_type == "cargo":
+ parse_cargo_metadata(data, metadata_result, source, file_path)
+ elif file_type == "pyproject":
+ parse_pyproject_metadata(data, metadata_result, source, file_path)
+ elif file_type == "julia_project":
+ parse_julia_project_metadata(data, metadata_result, source)
+
+ except Exception as e:
+ logging.error(f"Error parsing TOML file {file_path}: {str(e)}")
+
+ return metadata_result
+
+
+def extract_common_name_field(data, metadata_result, source, file_type):
+ """
+ Extract 'name' field that's common across Cargo.toml, pyproject.toml, and Project.toml.
+
+ For Cargo.toml: data["package"]["name"]
+ For pyproject.toml: data["project"]["name"] or data["tool"]["poetry"]["name"]
+ For Project.toml: data["name"]
+ """
+ name_value = None
+
+ if file_type == "cargo" and "package" in data and "name" in data["package"]:
+ name_value = data["package"]["name"]
+
+ elif file_type == "pyproject":
+ project = get_project_data(data)
+ if "name" in project:
+ name_value = project["name"]
+
+ elif file_type == "julia_project" and "name" in data:
+ name_value = data["name"]
+
+ if name_value:
+ metadata_result.add_result(
+ constants.CAT_PACKAGE_ID,
+ {
+ "value": name_value,
+ "type": constants.STRING
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+
+def extract_common_version_field(data, metadata_result, source, file_type):
+ """
+ Extract 'version' field that's common across all three TOML types.
+
+ For Cargo.toml: data["package"]["version"]
+ For pyproject.toml: data["project"]["version"] or data["tool"]["poetry"]["version"]
+ For Project.toml: data["version"]
+ """
+ version_value = None
+
+ if file_type == "cargo" and "package" in data and "version" in data["package"]:
+ version_value = data["package"]["version"]
+ version_type = constants.RELEASE
+
+ elif file_type == "pyproject":
+ project = get_project_data(data)
+ if "version" in project:
+ version_value = project["version"]
+ version_type = constants.RELEASE
+
+ elif file_type == "julia_project" and "version" in data:
+ version_value = data["version"]
+ version_type = constants.STRING
+
+ if version_value:
+ result_dict = {
+ "value": version_value,
+ "type": version_type
+ }
+ if file_type in ["cargo", "pyproject"]:
+ result_dict["tag"] = version_value
+
+ metadata_result.add_result(
+ constants.CAT_VERSION,
+ result_dict,
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+
+def extract_common_description_field(data, metadata_result, source, file_type):
+ """
+ Extract 'description' field common to Cargo.toml and pyproject.toml.
+
+ For Cargo.toml: data["package"]["description"]
+ For pyproject.toml: data["project"]["description"] or data["tool"]["poetry"]["description"]
+ """
+ description_value = None
+
+ if file_type == "cargo" and "package" in data and "description" in data["package"]:
+ description_value = data["package"]["description"]
+
+ elif file_type == "pyproject":
+ project = get_project_data(data)
+ if "description" in project:
+ description_value = project["description"]
+
+ if description_value:
+ metadata_result.add_result(
+ constants.CAT_DESCRIPTION,
+ {
+ "value": description_value,
+ "type": constants.STRING
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+
+def extract_common_authors_field(data, metadata_result, source, file_type):
+ """
+ Extract 'authors' field common across all three TOML types.
+
+ All three formats can have authors with name and email.
+ """
+ authors = None
+
+ if file_type == "cargo" and "package" in data and "authors" in data["package"]:
+ authors = data["package"]["authors"]
+
+ elif file_type == "pyproject":
+ project = get_project_data(data)
+ if "authors" in project:
+ authors = project["authors"]
+
+ elif file_type == "julia_project" and "authors" in data:
+ authors = data["authors"]
+
+ if authors:
+ for author in authors:
+ if isinstance(author, dict):
+ # pyproject.toml format: {name: "...", email: "..."}
+ author_data = {
+ "name": author.get("name"),
+ "email": author.get("email"),
+ "type": constants.AGENT,
+ "value": author.get("name")
+ }
+ if author.get("url"):
+ author_data["url"] = author.get("url")
+ else:
+ # String format "Name " or just "Name"
+ match = re.match(r'^(.+?)\s*<(.+?)>$', str(author).strip())
+ if match:
+ author_name = match.group(1).strip()
+ author_email = match.group(2).strip()
+ author_data = {
+ "name": author_name,
+ "email": author_email,
+ "type": constants.AGENT,
+ "value": author_name
+ }
+ else:
+ author_data = {
+ "name": str(author).strip(),
+ "email": None,
+ "type": constants.AGENT,
+ "value": str(author).strip()
+ }
+
+ metadata_result.add_result(
+ constants.CAT_AUTHORS,
+ author_data,
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+
+def extract_common_keywords_field(data, metadata_result, source, file_type):
+ """
+ Extract 'keywords' field common to Cargo.toml and pyproject.toml.
+ """
+ keywords = None
+
+ if file_type == "cargo" and "package" in data and "keywords" in data["package"]:
+ keywords = data["package"]["keywords"]
+ elif file_type == "pyproject":
+ project = get_project_data(data)
+ if "keywords" in project:
+ keywords = project["keywords"]
+
+ if keywords:
+ for keyword in keywords:
+ metadata_result.add_result(
+ constants.CAT_KEYWORDS,
+ {
+ "value": keyword,
+ "type": constants.STRING
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+
+def parse_cargo_metadata(data, metadata_result, source, file_path):
+ """Parse Cargo.toml specific metadata."""
+
+ extract_common_name_field(data, metadata_result, source, "cargo")
+ extract_common_version_field(data, metadata_result, source, "cargo")
+ extract_common_description_field(data, metadata_result, source, "cargo")
+ extract_common_authors_field(data, metadata_result, source, "cargo")
+ extract_common_keywords_field(data, metadata_result, source, "cargo")
+
+ if "package" in data and "repository" in data["package"]:
+ metadata_result.add_result(
+ constants.CAT_CODE_REPOSITORY,
+ {
+ "value": data["package"]["repository"],
+ "type": constants.URL
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+ if "package" in data and "license" in data["package"]:
+ license_value = data["package"]["license"]
+ license_text = ""
+
+ dir_path = os.path.dirname(file_path)
+ license_paths = [
+ os.path.join(dir_path, "LICENSE"),
+ os.path.join(dir_path, "LICENSE.txt"),
+ os.path.join(dir_path, "LICENSE.md")
+ ]
+
+ for license_path in license_paths:
+ if os.path.exists(license_path):
+ with open(license_path, "r", encoding="utf-8") as lf:
+ license_text = lf.read()
+ break
+
+ license_info_spdx = detect_license_spdx(license_text, 'JSON')
+
+ if license_info_spdx:
+ license_data = {
+ "value": license_value,
+ "spdx_id": license_info_spdx.get('spdx_id'),
+ "name": license_info_spdx.get('name'),
+ "type": constants.LICENSE
+ }
+ else:
+ license_data = {
+ "value": license_value,
+ "type": constants.LICENSE
+ }
+
+ metadata_result.add_result(
+ constants.CAT_LICENSE,
+ license_data,
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+ if "dependencies" in data:
+ dependencies = data["dependencies"]
+ for name, info in dependencies.items():
+ version, dep_type, req_details = determine_dependency_type(info)
+ req = f"{name} = {{ {req_details} }}"
+
+ metadata_result.add_result(
+ constants.CAT_REQUIREMENTS,
+ {
+ "value": req,
+ "name": name,
+ "version": version,
+ "type": constants.SOFTWARE_APPLICATION,
+ "dependency_type": dep_type,
+ "dependency_resolver": "cargo" },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+ # target-specific dependencies
+ for key in data:
+ if key.startswith("target.") and isinstance(data[key], dict) and "dependencies" in data[key]:
+ target_deps = data[key]["dependencies"]
+ for name, info in target_deps.items():
+ version, dep_type, req_details = determine_dependency_type(info)
+ req = f"{name} = {{ {req_details} }} (target-specific)"
+
+ metadata_result.add_result(
+ constants.CAT_REQUIREMENTS,
+ {
+ "value": req,
+ "name": name,
+ "version": version,
+ "type": constants.SOFTWARE_APPLICATION,
+ "dependency_type": dep_type,
+ "dependency_resolver": "cargo"
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+
+def parse_pyproject_metadata(data, metadata_result, source, file_path):
+ """Parse pyproject.toml specific metadata."""
+ project = get_project_data(data)
+
+ extract_common_name_field(data, metadata_result, source, "pyproject")
+ extract_common_version_field(data, metadata_result, source, "pyproject")
+ extract_common_description_field(data, metadata_result, source, "pyproject")
+ extract_common_authors_field(data, metadata_result, source, "pyproject")
+ extract_common_keywords_field(data, metadata_result, source, "pyproject")
+
+ if "homepage" in project:
+ metadata_result.add_result(
+ constants.CAT_HOMEPAGE,
+ {
+ "value": project["homepage"],
+ "type": constants.URL
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+ dependencies = project.get("dependencies", [])
+ if isinstance(dependencies, list):
+ for req in dependencies:
+ name, version = parse_dependency(req)
+ if name:
+ metadata_result.add_result(
+ constants.CAT_REQUIREMENTS,
+ {
+ "value": req,
+ "name": name,
+ "version": version,
+ "type": constants.SOFTWARE_APPLICATION,
+ "dependency_type":constants.DEPENDENCY_TYPE_RUNTIME,
+ "dependency_resolver": "python"
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+ elif isinstance(dependencies, dict):
+ for name, version in dependencies.items():
+ req = f"{name}{version}" if version else name
+ metadata_result.add_result(
+ constants.CAT_REQUIREMENTS,
+ {
+ "value": req,
+ "name": name,
+ "version": version,
+ "type": constants.SOFTWARE_APPLICATION,
+ "dependency_type": constants.DEPENDENCY_TYPE_RUNTIME,
+ "dependency_resolver": "python"
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+ # build-system requires
+ if "build-system" in data and "requires" in data["build-system"]:
+ build_requires = data["build-system"]["requires"]
+ if isinstance(build_requires, list):
+ for req in build_requires:
+ name, version = parse_dependency(req)
+ if name:
+ metadata_result.add_result(
+ constants.CAT_REQUIREMENTS,
+ {
+ "value": req,
+ "name": name,
+ "version": version,
+ "type": constants.SOFTWARE_APPLICATION,
+ "dependency_type": constants.DEPENDENCY_TYPE_RUNTIME,
+ "dependency_resolver": "python"
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+ urls = project.get("urls", {})
+
+ if not urls and "tool" in data and "poetry" in data["tool"]:
+ poetry = data["tool"]["poetry"]
+ if "repository" in poetry:
+ urls["repository"] = poetry["repository"]
+ if "homepage" in poetry:
+ urls["homepage"] = poetry["homepage"]
+ if "documentation" in poetry:
+ urls["documentation"] = poetry["documentation"]
+
+ for url_type, url in urls.items():
+ category = parse_url_type(url_type)
+ metadata_result.add_result(
+ category,
+ {
+ "value": url,
+ "type": constants.URL
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+ if "license" in project:
+ license_info = project["license"]
+ license_text = ""
+
+ if isinstance(license_info, dict):
+ license_path_file = license_info.get("file")
+ if license_path_file:
+ dir_path_license = os.path.dirname(file_path)
+ license_path = os.path.join(dir_path_license, license_path_file)
+
+ if os.path.exists(license_path):
+ with open(license_path, "r", encoding="utf-8") as f:
+ license_text = f.read()
+
+ license_value = f"License file: {license_path_file}"
+ else:
+ license_text = license_info.get("text", "")
+ license_value = license_info.get("type", "")
+ else:
+ license_text = ""
+ license_value = license_info
+
+
+ licence_info_spdx = None
+
+ if license_text:
+ license_info_spdx = detect_license_spdx(license_text, 'JSON')
+ else:
+ # there is no text in licence and we cant detect license in the text as usual,
+ # so we check if the declared license matches an SPDX ID from our dictionary of licences
+ license_info_spdx = detect_spdx_from_declared(license_value)
+
+ if license_info_spdx:
+ license_data = {
+ "value": license_value,
+ "spdx_id": license_info_spdx.get('spdx_id'),
+ "name": license_info_spdx.get('name'),
+ "type": constants.LICENSE
+ }
+ else:
+ license_data = {
+ "value": license_value,
+ "type": constants.LICENSE
+ }
+
+ metadata_result.add_result(
+ constants.CAT_LICENSE,
+ license_data,
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+ runtimes = parse_runtime_platform_from_pyproject(project)
+ if runtimes:
+ for runtime in runtimes:
+ metadata_result.add_result(
+ constants.CAT_RUNTIME_PLATFORM,
+ {
+ "value": f'{runtime["name"]}{runtime["version"]}',
+ "name": runtime["name"],
+ "version": runtime["version"],
+ "type": constants.STRING
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+
+def parse_julia_project_metadata(data, metadata_result, source):
+ """Parse Project.toml (Julia) specific metadata."""
+ extract_common_name_field(data, metadata_result, source, "julia_project")
+ extract_common_version_field(data, metadata_result, source, "julia_project")
+ extract_common_authors_field(data, metadata_result, source, "julia_project")
+
+ if "uuid" in data:
+ metadata_result.add_result(
+ constants.CAT_IDENTIFIER,
+ {
+ "value": data["uuid"],
+ "type": constants.STRING
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+ if "deps" in data:
+ deps = data["deps"]
+ for req in deps.keys():
+ metadata_result.add_result(
+ constants.CAT_REQUIREMENTS,
+ {
+ "value": req,
+ "name": req,
+ "type": constants.SOFTWARE_APPLICATION,
+ "dependency_type": constants.DEPENDENCY_TYPE_RUNTIME,
+ "dependency_resolver": "julia"
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+ # devs requirements
+ dev_deps = set()
+
+ if "extras" in data:
+ dev_deps.update(data["extras"].keys())
+
+ if "targets" in data and "test" in data["targets"]:
+ dev_deps.update(data["targets"]["test"])
+
+ # Emit dev deps
+ for req in dev_deps:
+ metadata_result.add_result(
+ constants.CAT_REQUIREMENTS,
+ {
+ "value": req,
+ "name": req,
+ "type": constants.SOFTWARE_APPLICATION,
+ "dependency_type": constants.DEPENDENCY_TYPE_DEVELOPMENT,
+ "dependency_resolver": "julia"
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+ if "compat" in data:
+ compat = data["compat"]
+ for package_name, version in compat.items():
+ metadata_result.add_result(
+ constants.CAT_RUNTIME_PLATFORM,
+ {
+ "value": f"{package_name}",
+ "package": package_name,
+ "version": version,
+ "type": constants.STRING
+ },
+ 1,
+ constants.TECHNIQUE_CODE_CONFIG_PARSER,
+ source
+ )
+
+
+# Helper functions
+
+def get_project_data(data):
+ """Get project section from pyproject.toml (handles both standard and Poetry formats)."""
+ project = data.get("project", {})
+ if not project and "tool" in data and "poetry" in data["tool"]:
+ project = data["tool"]["poetry"]
+ return project
+
+
+def parse_dependency(dependency_str):
+ """Parse a dependency string to extract name and version."""
+ if not dependency_str:
+ return None, None
+
+ parts = re.split(r'(>=|<=|==|!=|>|<|~=)', dependency_str, 1)
+ name = parts[0].strip()
+ if len(parts) > 1:
+ version = ''.join(parts[1:])
+ else:
+ version = ""
+
+ version = re.sub(r'[\[\]]', '', version)
+
+ return name, version
+
+
+def parse_url_type(url_label):
+ """Determine the category for a URL based on its label."""
+ label = url_label.lower()
+
+ if "repository" in label or label in ("git", "github", "code", "sourcecode", "source"):
+ return constants.CAT_CODE_REPOSITORY
+ elif "issue" in label or label in ("bug tracker", "tracker", "issues"):
+ return constants.CAT_ISSUE_TRACKER
+ elif "doc" in label or label in ("documentation", "api reference", "reference"):
+ return constants.CAT_DOCUMENTATION
+ elif label == "readme":
+ return constants.CAT_README_URL
+ elif "download" in label:
+ return constants.CAT_DOWNLOAD_URL
+ elif "homepage" in label:
+ return constants.CAT_HOMEPAGE
+ else:
+ return constants.CAT_RELATED_DOCUMENTATION
+
+
+def determine_dependency_type(info):
+ """Determine the type of dependency for Cargo.toml."""
+ if isinstance(info, dict):
+ if "version" in info:
+ version = info["version"]
+ req = f"version = {version}"
+ dep_type = "version"
+ elif "git" in info:
+ version = info["git"]
+ req = f"git = \"{version}\""
+ dep_type = "url"
+ elif "path" in info:
+ version = info["path"]
+ req = f"path = \"{version}\""
+ dep_type = "path"
+ else:
+ version = str(info)
+ req = f"other = {version}"
+ dep_type = "other"
+ else:
+ version = info
+ req = f"version = {version}"
+ dep_type = "version"
+
+ return version, dep_type, req
+
+
+def parse_runtime_platform_from_pyproject(project_section):
+ """Extract runtime platform from pyproject.toml."""
+ runtimes = []
+
+ deps = project_section.get("dependencies", {})
+ if isinstance(deps, dict):
+ python_spec = deps.get("python")
+ if python_spec:
+ runtimes.append({"name": "Python", "version": python_spec})
+
+ req_python = project_section.get("requires-python")
+ if req_python:
+ runtimes.append({"name": "Python", "version": req_python})
+
+ return runtimes
diff --git a/src/somef_core/process_files.py b/src/somef_core/process_files.py
index 548bb39..af27c3d 100644
--- a/src/somef_core/process_files.py
+++ b/src/somef_core/process_files.py
@@ -3,22 +3,36 @@
import re
import urllib
import yaml
+import string
from urllib.parse import urlparse
-from .utils import constants, markdown_utils
+from .utils import constants
+# from . import extract_workflows, extract_ontologies
from . import extract_workflows
from .process_results import Result
from .regular_expressions import detect_license_spdx, extract_scholarly_article_natural, extract_scholarly_article_properties
from .parser.pom_xml_parser import parse_pom_file
from .parser.package_json_parser import parse_package_json_file
-from .parser.python_parser import parse_pyproject_toml
from .parser.python_parser import parse_setup_py
-from.parser.python_parser import parse_requirements_txt
+from .parser.codemeta_parser import parse_codemeta_json_file
+from .parser.composer_parser import parse_composer_json
+from .parser.python_parser import parse_requirements_txt
+from .parser.authors_parser import parse_author_file
+from .parser.bower_parser import parse_bower_json_file
+from .parser.gemspec_parser import parse_gemspec_file
+from .parser.description_parser import parse_description_file
+from .parser.toml_parser import parse_toml_file
+from .parser.cabal_parser import parse_cabal_file
+from .parser.dockerfile_parser import parse_dockerfile
+from .parser.publiccode_parser import parse_publiccode_file
+from .parser.codeowners_parser import parse_codeowners_file
+from .parser.conda_environment_parser import parse_conda_environment_file
from chardet import detect
+
domain_gitlab = ''
def process_repository_files(repo_dir, metadata_result: Result, repo_type, owner="", repo_name="",
- repo_default_branch="", ignore_test_folder=True):
+ repo_default_branch="", ignore_test_folder=True, reconcile_authors=False):
"""
Method that given a folder, it recognizes whether there are notebooks, dockerfiles, docs, script files or
ontologies.
@@ -37,16 +51,30 @@ def process_repository_files(repo_dir, metadata_result: Result, repo_type, owner
@return: text of the main readme and a JSON dictionary (filtered_resp) with the findings in files
"""
+ global domain_gitlab
if repo_type == constants.RepositoryType.GITLAB:
domain_gitlab = extract_gitlab_domain(metadata_result, repo_type)
text = ""
+ readmeMD_proccesed = False
+
+ is_local_repo = (owner == "" and repo_name == "")
+
try:
+ parsed_build_files = set()
+
for dir_path, dir_names, filenames in os.walk(repo_dir):
+
+ dir_names[:] = [d for d in dir_names if d.lower() not in constants.IGNORED_DIRS]
+ if is_local_repo:
+ dir_names[:] = [d for d in dir_names if d.lower() != "lib"]
+
repo_relative_path = os.path.relpath(dir_path, repo_dir)
+ current_dir = os.path.basename(repo_relative_path).lower()
# if this is a test folder, we ignore it (except for the root repo)
- if ignore_test_folder and repo_relative_path != "." and "test" in repo_relative_path.lower():
- # skip this file if it's in a test folder, or inside one
+ # if ignore_test_folder and repo_relative_path != "." and "test" in repo_relative_path.lower():
+ if ignore_test_folder and repo_relative_path != "." and current_dir in constants.IGNORED_DIRS:
+ # skip this file if it's in a test folder, ignored dire, or inside one
continue
for filename in filenames:
file_path = os.path.join(repo_relative_path, filename)
@@ -58,18 +86,31 @@ def process_repository_files(repo_dir, metadata_result: Result, repo_type, owner
if filename == "Dockerfile" or filename.lower() == "docker-compose.yml":
docker_url = get_file_link(repo_type, file_path, owner, repo_name, repo_default_branch, repo_dir,
repo_relative_path, filename)
+
+ # full_path = os.path.join(repo_dir, file_path)
+
+ result_value = {
+ constants.PROP_VALUE: docker_url,
+ constants.PROP_TYPE: constants.URL,
+ }
+
if filename == "Dockerfile":
format_file = constants.FORMAT_DOCKERFILE
+ result_value[constants.PROP_FORMAT] = format_file
+ metadata_result = parse_dockerfile(os.path.join(dir_path, filename), metadata_result, docker_url)
else:
format_file = constants.FORMAT_DOCKER_COMPOSE
- metadata_result.add_result(constants.CAT_HAS_BUILD_FILE,
- {
- constants.PROP_VALUE: docker_url,
- constants.PROP_TYPE: constants.URL,
- constants.PROP_FORMAT: format_file
- },
- 1,
- constants.TECHNIQUE_FILE_EXPLORATION, docker_url)
+
+ result_value[constants.PROP_FORMAT] = format_file
+
+ metadata_result.add_result(
+ constants.CAT_HAS_BUILD_FILE,
+ result_value,
+ 1,
+ constants.TECHNIQUE_FILE_EXPLORATION,
+ docker_url
+ )
+
if filename.lower().endswith(".ipynb"):
notebook_url = get_file_link(repo_type, file_path, owner, repo_name, repo_default_branch, repo_dir,
repo_relative_path, filename)
@@ -84,29 +125,51 @@ def process_repository_files(repo_dir, metadata_result: Result, repo_type, owner
filename_no_ext = os.path.splitext(filename)[0]
# this will take into account README, README.MD, README.TXT, README.RST
if "README" == filename_no_ext.upper():
- if repo_relative_path == ".":
- try:
- with open(os.path.join(dir_path, filename), "rb") as data_file:
- data_file_text = data_file.read()
- try:
- text = data_file_text.decode("utf-8")
- except UnicodeError as err:
- logging.error(f"{type(err).__name__} was raised: {err} Trying other encodings...")
- text = data_file_text.decode(detect(data_file_text)["encoding"])
- if repo_type == constants.RepositoryType.GITHUB:
- readme_url = convert_to_raw_user_content_github(filename, owner,
- repo_name,
- repo_default_branch)
- metadata_result.add_result(constants.CAT_README_URL,
- {
- constants.PROP_VALUE: readme_url,
- constants.PROP_TYPE: constants.URL
- },
- 1,
- constants.TECHNIQUE_FILE_EXPLORATION)
- except ValueError:
- logging.error("README Error: error while reading file content")
- logging.error(f"{type(err).__name__} was raised: {err}")
+ # There is unexpected behavior when the README is available in multiple formats.
+ # We prioritize the .md format as it is more readable than pdf and others
+ if not readmeMD_proccesed:
+ if repo_relative_path == ".":
+ try:
+
+ with open(os.path.join(dir_path, filename), "rb") as data_file:
+ data_file_text = data_file.read()
+
+ try:
+ text = data_file_text.decode("utf-8")
+ except UnicodeError as err:
+ logging.error(f"{type(err).__name__} was raised: {err} Trying other encodings...")
+ # text = data_file_text.decode(detect(data_file_text)["encoding"])
+ result_detect = detect(data_file_text)
+ encoding = result_detect.get("encoding")
+ if encoding:
+ try:
+ text = data_file_text.decode(encoding)
+ except UnicodeError as err:
+ logging.warning(f"Detected encoding '{encoding}' failed: {err}. Using utf-8 with replacement.")
+ text = data_file_text.decode("utf-8", errors="replace")
+ else:
+ logging.warning("Could not detect encoding. Using utf-8 with replacement.")
+ text = data_file_text.decode("utf-8", errors="replace")
+ text = clean_text(text)
+
+ if repo_type == constants.RepositoryType.GITHUB:
+ readme_url = convert_to_raw_user_content_github(filename, owner,
+ repo_name,
+ repo_default_branch)
+ metadata_result.add_result(constants.CAT_README_URL,
+ {
+ constants.PROP_VALUE: readme_url,
+ constants.PROP_TYPE: constants.URL
+ },
+ 1,
+ constants.TECHNIQUE_FILE_EXPLORATION)
+
+ if filename.upper() == "README.MD":
+ readmeMD_proccesed = True
+
+ except ValueError:
+ logging.error("README Error: error while reading file content")
+ logging.error(f"{type(err).__name__} was raised: {err}")
if ("LICENCE" == filename.upper() or "LICENSE" == filename.upper() or "LICENSE.MD"== filename.upper()
or "LICENSE.RST"== filename.upper()):
metadata_result = get_file_content_or_link(repo_type, file_path, owner, repo_name,
@@ -133,7 +196,13 @@ def process_repository_files(repo_dir, metadata_result: Result, repo_type, owner
metadata_result = get_file_content_or_link(repo_type, file_path, owner, repo_name,
repo_default_branch,
repo_dir, repo_relative_path, filename, dir_path,
- metadata_result, constants.CAT_CONTRIBUTORS)
+ metadata_result, constants.CAT_CONTRIBUTORS)
+ if "AUTHORS" == filename.upper() or "AUTHORS.MD" == filename.upper() or "AUTHORS.TXT" == filename.upper():
+ metadata_result = get_file_content_or_link(repo_type, file_path, owner, repo_name,
+ repo_default_branch,
+ repo_dir, repo_relative_path, filename, dir_path,
+ metadata_result, constants.CAT_AUTHORS)
+
if "INSTALL" in filename.upper() and filename.upper().endswith("MD"):
metadata_result = get_file_content_or_link(repo_type, file_path, owner, repo_name,
repo_default_branch,
@@ -162,15 +231,40 @@ def process_repository_files(repo_dir, metadata_result: Result, repo_type, owner
constants.PROP_TYPE: constants.URL
}, 1, constants.TECHNIQUE_FILE_EXPLORATION
)
+
if filename.upper() == constants.CODEOWNERS_FILE:
- codeowners_json = parse_codeowners_structured(dir_path,filename)
+ # codeowners_json = parse_codeowners_structured(dir_path,filename)
+ logging.info("Processing CODEOWNERS file...")
+ codeowner_file_url = get_file_link(repo_type, file_path, owner, repo_name, repo_default_branch,
+ repo_dir,
+ repo_relative_path, filename)
+
+ metadata_result = parse_codeowners_file(os.path.join(dir_path, filename), metadata_result, codeowner_file_url, reconcile_authors, repo_type, server_url=domain_gitlab)
+ parsed_build_files.add(filename.lower())
+
+ if filename.lower() == "codemeta.json":
+ if filename.lower() in parsed_build_files and repo_relative_path != ".":
+ logging.info(f"Ignoring secondary {filename} in {dir_path}")
+ continue
+
+ codemeta_file_url = get_file_link(repo_type, file_path, owner, repo_name, repo_default_branch, repo_dir, repo_relative_path, filename)
+ metadata_result = parse_codemeta_json_file(os.path.join(dir_path, filename), metadata_result, codemeta_file_url)
+ parsed_build_files.add(filename.lower())
- # TO DO: Code owners not fully implemented yet
if filename.lower() == "pom.xml" or filename.lower() == "package.json" or \
- filename.lower() == "pyproject.toml" or filename.lower() == "setup.py" or filename.lower() == "requirements.txt":
+ filename.lower() == "pyproject.toml" or filename.lower() == "setup.py" or filename.endswith(".gemspec") or \
+ filename.lower() == "requirements.txt" or filename.lower() == "bower.json" or filename == "DESCRIPTION" or \
+ (filename.lower() == "environment.yml" or filename.lower() == "environment.yaml") or \
+ (filename.lower() == "cargo.toml" and repo_relative_path == ".") or (filename.lower() == "composer.json" and repo_relative_path == ".") or \
+ (filename == "Project.toml" or (filename.lower()== "publiccode.yml" or filename.lower()== "publiccode.yaml") and repo_relative_path == "."):
+ if filename.lower() in parsed_build_files and repo_relative_path != ".":
+ logging.info(f"Ignoring secondary {filename} in {dir_path}")
+ continue
+
build_file_url = get_file_link(repo_type, file_path, owner, repo_name, repo_default_branch,
repo_dir,
repo_relative_path, filename)
+
metadata_result.add_result(constants.CAT_HAS_BUILD_FILE,
{
constants.PROP_VALUE: build_file_url,
@@ -179,18 +273,35 @@ def process_repository_files(repo_dir, metadata_result: Result, repo_type, owner
},
1,
constants.TECHNIQUE_FILE_EXPLORATION, build_file_url)
- logging.info(f"############### Processing package file: {filename} ############### ")
+ logging.info(f"############### (NEW UPDATE) Processing package file: {filename} ############### ")
if filename.lower() == "pom.xml":
metadata_result = parse_pom_file(os.path.join(dir_path, filename), metadata_result, build_file_url)
if filename.lower() == "package.json":
metadata_result = parse_package_json_file(os.path.join(dir_path, filename), metadata_result, build_file_url)
- if filename.lower() == "pyproject.toml":
- metadata_result = parse_pyproject_toml(os.path.join(dir_path, filename), metadata_result, build_file_url)
if filename.lower() == "setup.py":
metadata_result = parse_setup_py(os.path.join(dir_path, filename), metadata_result, build_file_url)
if filename.lower() == "requirements.txt":
metadata_result = parse_requirements_txt(os.path.join(dir_path, filename), metadata_result, build_file_url)
-
+ if filename.lower() == "bower.json":
+ metadata_result = parse_bower_json_file(os.path.join(dir_path, filename), metadata_result, build_file_url)
+ if filename.lower() == "composer.json":
+ metadata_result = parse_composer_json(os.path.join(dir_path, filename), metadata_result, build_file_url)
+ if filename.endswith(".gemspec"):
+ metadata_result = parse_gemspec_file(os.path.join(dir_path, filename), metadata_result, build_file_url)
+ if filename == "DESCRIPTION":
+ metadata_result = parse_description_file(os.path.join(dir_path, filename), metadata_result, build_file_url)
+ if filename.lower() == "pyproject.toml" or filename.lower() == "cargo.toml" or filename == "Project.toml":
+ metadata_result = parse_toml_file(os.path.join(dir_path, filename), metadata_result, build_file_url)
+ if filename.endswith == ".cabal":
+ metadata_result = parse_cabal_file(os.path.join(dir_path, filename), metadata_result, build_file_url)
+ if filename.lower() == "publiccode.yml" or filename.lower() == "publiccode.yaml":
+ metadata_result = parse_publiccode_file(os.path.join(dir_path, filename), metadata_result, build_file_url)
+ if filename.lower() == "environment.yml" or filename.lower() == "environment.yaml":
+ print("Processing conda environment file...")
+ metadata_result = parse_conda_environment_file(os.path.join(dir_path, filename), metadata_result, build_file_url)
+
+ parsed_build_files.add(filename.lower())
+
# if repo_type == constants.RepositoryType.GITLAB:
if filename.endswith(".yml"):
if repo_type == constants.RepositoryType.GITLAB:
@@ -202,14 +313,16 @@ def process_repository_files(repo_dir, metadata_result: Result, repo_type, owner
{
constants.PROP_VALUE: workflow_url_gitlab,
constants.PROP_TYPE: constants.URL
- }, 1, constants.TECHNIQUE_FILE_EXPLORATION)
+ }, 1, constants.TECHNIQUE_FILE_EXPLORATION)
+ elif extract_workflows.is_file_workflow(os.path.join(repo_dir, file_path)):
+ workflow_url = get_file_link(repo_type, file_path, owner, repo_name, repo_default_branch,
+ repo_dir, repo_relative_path, filename)
+ metadata_result.add_result(constants.CAT_WORKFLOWS,
+ {
+ constants.PROP_VALUE: workflow_url,
+ constants.PROP_TYPE: constants.URL
+ }, 1, constants.TECHNIQUE_FILE_EXPLORATION)
elif repo_type == constants.RepositoryType.GITHUB:
- # if file_path.startswith(".github/workflows/"):
- # category = constants.CAT_WORKFLOWS
- # elif filename in [".travis.yml", "azure-pipelines.yml", "jenkinsfile"] or file_path.startswith(".circleci/"):
- # category = constants.CAT_CONTINUOUS_INTEGRATION
- # else:
- # category = None
if file_path.startswith(".github/workflows/"):
category = constants.CAT_CONTINUOUS_INTEGRATION
else:
@@ -220,7 +333,23 @@ def process_repository_files(repo_dir, metadata_result: Result, repo_type, owner
repo_dir, repo_relative_path, filename)
metadata_result.add_result(category,
{constants.PROP_VALUE: workflow_url, constants.PROP_TYPE: constants.URL},
- 1, constants.TECHNIQUE_FILE_EXPLORATION)
+ 1, constants.TECHNIQUE_FILE_EXPLORATION)
+
+ if filename.endswith(".ga") or filename.endswith(".cwl") or filename.endswith(".nf") or (
+ filename.endswith(".snake") or filename.endswith(
+ ".smk") or "Snakefile" == filename_no_ext) or filename.endswith(".knwf") or filename.endswith(
+ ".t2flow") or filename.endswith(".dag") or filename.endswith(".kar") or filename.endswith(
+ ".wdl"):
+ analysis = extract_workflows.is_file_workflow(os.path.join(repo_dir, file_path))
+ if analysis:
+ workflow_url = get_file_link(repo_type, file_path, owner, repo_name, repo_default_branch,
+ repo_dir, repo_relative_path, filename)
+ metadata_result.add_result(constants.CAT_WORKFLOWS,
+ {
+ constants.PROP_VALUE: workflow_url,
+ constants.PROP_TYPE: constants.URL
+ }, 1, constants.TECHNIQUE_FILE_EXPLORATION)
+
if 'citation' in metadata_result.results:
for cit in metadata_result.results['citation']:
scholarly_article = {}
@@ -356,6 +485,33 @@ def get_file_content_or_link(repo_type, file_path, owner, repo_name, repo_defaul
if license_info:
result[constants.PROP_NAME] = license_info['name']
result[constants.PROP_SPDX_ID] = license_info['spdx_id']
+
+ if category is constants.CAT_AUTHORS:
+ result = {}
+ authors_list = parse_author_file(file_text)
+ for author_l in authors_list:
+
+ author_data = {
+ "name": author_l.get("name"),
+ "type": constants.AGENT,
+ "value": author_l.get("name")
+ }
+
+ if author_l.get("url") is not None:
+ author_data["url"] = author_l.get("url")
+ if author_l.get("email") is not None:
+ author_data["email"] = author_l.get("email")
+ if author_l["type"] == "Person":
+ if author_l.get("last_name") is not None:
+ author_data["last_name"] = author_l.get("last_name")
+ if author_l.get("given_name") is not None:
+ author_data["given_name"] = author_l.get("given_name")
+ metadata_result.add_result(
+ constants.CAT_AUTHORS,
+ author_data,
+ 1,
+ constants.TECHNIQUE_FILE_EXPLORATION, url
+ )
# Properties extraction from cff
if format_result == 'cff':
yaml_content = yaml.safe_load(file_text)
@@ -364,13 +520,13 @@ def get_file_content_or_link(repo_type, file_path, owner, repo_name, repo_defaul
identifiers = yaml_content.get("identifiers", [])
url_citation = preferred_citation.get("url") or yaml_content.get("url")
+ if identifiers:
+ result[constants.CAT_IDENTIFIER] = identifiers
+
identifier_url = next((id["value"] for id in identifiers if id["type"] == "url"), None)
identifier_doi = next((id["value"] for id in identifiers if id["type"] == "doi"), None)
-
+
title = yaml_content.get("title") or preferred_citation.get("title", None)
- # doi = preferred_citation.get("doi", None)
- # url_citation = preferred_citation.get("url", None)
- # authors = preferred_citation.get("authors", [])
authors = yaml_content.get("authors", [])
if identifier_doi:
@@ -415,16 +571,8 @@ def get_file_content_or_link(repo_type, file_path, owner, repo_name, repo_defaul
if author_list:
result[constants.PROP_AUTHOR] = author_list
-
-
- # author_names = ", ".join(
- # f"{a.get('given-names', '').strip()} {a.get('family-names', '').strip()}".strip()
- # for a in authors if a.get('given-names') and a.get('family-names')
- # ) or None
if title:
result[constants.PROP_TITLE] = title
- # if author_names:
- # result[constants.PROP_AUTHOR] = author_names
if final_url:
result[constants.PROP_URL] = final_url
if doi:
@@ -502,17 +650,11 @@ def extract_gitlab_domain(metadata_result, repo_type):
return domain
return None
-def parse_codeowners_structured(dir_path, filename):
- codeowners = []
-
- with open(os.path.join(dir_path, filename), "r", encoding="utf-8") as file:
- for line in file:
- line = line.strip()
- if line and not line.startswith("#"):
- parts = line.split()
- path = parts[0] # Primera parte es el path o patrón
- owners = parts[1:] # Lo demás son los propietarios
- codeowners.append({"path": path, "owners": owners})
-
- return {"codeowners": codeowners}
+def clean_text(text):
+ cleaned_lines = []
+ for line in text.splitlines():
+ printable_chars = sum(1 for c in line if c in string.printable)
+ if len(line) == 0 or (printable_chars / len(line)) > 0.9:
+ cleaned_lines.append(line)
+ return "\n".join(cleaned_lines)
diff --git a/src/somef_core/process_repository.py b/src/somef_core/process_repository.py
index 280fc5e..9836dae 100644
--- a/src/somef_core/process_repository.py
+++ b/src/somef_core/process_repository.py
@@ -11,6 +11,7 @@
from . import configuration
from .process_results import Result
from .regular_expressions import detect_license_spdx
+from .parser.codeowners_parser import enrich_user
# Constructs a template HTTP header, which:
# - has a key for the authorization token if passed via the authorization argument, otherwise
@@ -30,7 +31,6 @@ def is_gitlab(gitlab_server):
api_url = f"https://{gitlab_server}/api/v4/projects"
try:
response = requests.get(api_url, timeout=5)
- print(response.status_code)
if response.status_code in [200, 401, 403]:
return True
except requests.RequestException:
@@ -38,14 +38,54 @@ def is_gitlab(gitlab_server):
return False
# the same as requests.get(args).json(), but protects against rate limiting
-def rate_limit_get(*args, backoff_rate=2, initial_backoff=1, **kwargs):
+def rate_limit_get(*args, backoff_rate=2, initial_backoff=1, size_limit_mb=constants.SIZE_DOWNLOAD_LIMIT_MB, **kwargs):
+# def rate_limit_get(*args, backoff_rate=2, initial_backoff=1, **kwargs):
"""Function to obtain how many requests we have pending with the GitHub API"""
+
+ """GET request that handles rate limiting and prevents downloading excessively large files"""
+ size_limit_bytes = size_limit_mb * 1024 * 1024
+ url = args[0] if args else kwargs.get("url")
+ if not url:
+ raise ValueError("Missing URL in rate_limit_get")
+
+ parsed = urlparse(url)
+ is_api_request = "api.github.com" in parsed.netloc
+ content_length = None
+ # just verify size if NOT is a request to api.github.com
+ if not is_api_request:
+ try:
+ head_response = requests.get(url, stream=True, allow_redirects=True, **kwargs)
+ content_length = head_response.headers.get("Content-Length")
+ if content_length is not None:
+ size_bytes = int(content_length)
+ if size_bytes > size_limit_bytes:
+ logging.warning(
+ f"Download size {size_bytes} bytes exceeds limit of {size_limit_bytes} bytes. Skipping download."
+ )
+ return None, None
+ else:
+ logging.warning(f"No Content-Length header for {url}. Proceeding with download anyway (unable to estimate size).")
+ except Exception as e:
+ logging.warning(f"HEAD/stream request failed: {e}. Continuing with GET...")
+
rate_limited = True
- response = {}
date = ""
+ response = {}
while rate_limited:
- response = requests.get(*args, **kwargs)
- date = response.headers["Date"]
+ use_stream = not is_api_request and (content_length is None or int(content_length) > 10 * 1024 * 1024)
+ response = requests.get(
+ *args,
+ timeout=(constants.DOWNLOAD_TIMEOUT_SECONDS, constants.DOWNLOAD_TIMEOUT_SECONDS),
+ stream=use_stream,
+ **kwargs
+ )
+ # Detect invalid or insufficient GitHub token
+ if response.status_code == 401:
+ raise Exception("Invalid GitHub token. Run `somef configure` to set a valid token.")
+ if response.status_code == 403:
+ raise Exception("GitHub token lacks required permissions or scopes.")
+
+ date = response.headers.get("Date", "")
# Show rate limit information if available
if "X-RateLimit-Remaining" in response.headers:
rate_limit_remaining = response.headers["X-RateLimit-Remaining"]
@@ -54,14 +94,54 @@ def rate_limit_get(*args, backoff_rate=2, initial_backoff=1, **kwargs):
logging.info(
"Remaining GitHub API requests: " + rate_limit_remaining + " ### Next rate limit reset at: " + str(
date_reset))
- if 'message' in response and 'API rate limit exceeded' in response['message']:
- rate_limited = True
- logging.warning(f"rate limited. Backing off for {initial_backoff} seconds")
- time.sleep(initial_backoff)
- # increase the backoff for next time
- initial_backoff *= backoff_rate
- else:
- rate_limited = False
+
+ if not use_stream:
+ try:
+ json_data = response.json()
+ msg = json_data.get("message", "")
+ if "API rate limit exceeded" in msg:
+ rate_limited = True
+ logging.warning(f"Rate limited. Backing off for {initial_backoff} seconds")
+ time.sleep(initial_backoff)
+ initial_backoff *= backoff_rate
+ continue
+ except Exception:
+ pass
+
+ rate_limited = False
+
+ if not is_api_request and use_stream:
+ content = bytearray()
+ total_read = 0
+ chunk_size = 1024 * 1024 # 1 MB
+ start_time = time.monotonic()
+
+ try:
+ for i, chunk in enumerate(response.iter_content(chunk_size=chunk_size)):
+ if not chunk:
+ # logging.debug(f"Chunk {i} empty, continue...")
+ continue
+
+ # logging.debug(f"Chunk read {i}: {len(chunk)} bytes")
+ content.extend(chunk)
+ total_read += len(chunk)
+
+ # Comprobar límite de tamaño
+ if total_read > size_limit_bytes:
+ logging.warning(f"Downloaded content exceeded {size_limit_bytes} bytes. Aborting.")
+ return None, None
+
+ # Comprobar límite de tiempo
+ elapsed = time.monotonic() - start_time
+ if elapsed > constants.DOWNLOAD_TIMEOUT_SECONDS:
+ logging.warning(f"Download exceeded time limit ({elapsed:.2f}s). Aborting.")
+ return None, None
+
+ except Exception as e:
+ logging.warning(f"Error while streaming: {e}")
+ return None, None
+
+ response._content = bytes(content)
return response, date
@@ -91,14 +171,41 @@ def load_gitlab_repository_metadata(repo_metadata: Result, repository_url):
path_components = url.path.split('/')
- if len(path_components) < 3:
- logging.error("Gitlab link is not correct.")
+ # if len(path_components) < 3:
+ # logging.error("Gitlab link is not correct.")
+ # return " ", {}
+
+ # owner = path_components[1]
+ # repo_name = path_components[2]
+ # if len(path_components) == 4:
+ # repo_name = repo_name + '/' + path_components[3]
+
+ # new code to support complex gitlab urls. Before this we just accepted urls in the format https://gitlab.com/{owner}/{repo_name}
+ # clean path components
+ path_components = [p for p in url.path.split('/') if p]
+
+ # GitLab requires at least owner + repo
+ if len(path_components) < 2:
+ logging.error("GitLab link is not correct. Expected https://gitlab.com//")
return " ", {}
- owner = path_components[1]
- repo_name = path_components[2]
- if len(path_components) == 4:
- repo_name = repo_name + '/' + path_components[3]
+ # the owner is alwyas the first
+ owner = path_components[0]
+
+ # and repo name is the last
+ routing_markers = {"-", "tree", "blob", "issues", "merge_requests"}
+
+ # If the last component is a routing marker, the repo is the previous one
+ if path_components[-1] in routing_markers:
+ repo_name = path_components[-2]
+ else:
+ repo_name = path_components[-1]
+
+ default_branch = None
+ if "tree" in path_components:
+ idx = path_components.index("tree")
+ if idx + 1 < len(path_components):
+ default_branch = "/".join(path_components[idx+1:])
# could be gitlab.com or some gitlab self-hosted GitLab servers like gitlab.in2p3.fr
if repository_url.rfind("gitlab.com") > 0:
@@ -148,6 +255,26 @@ def load_gitlab_repository_metadata(repo_metadata: Result, repository_url):
elif zip_gz_entry:
value = zip_gz_entry["url"]
+ if category == constants.CAT_ASSETS:
+ assets_release_list_filtered = []
+ for source in release[constants.CAT_ASSETS]['sources']:
+ source_asset = {
+ constants.PROP_ENCODING_FORMAT: source[constants.PROP_FORMAT],
+ constants.PROP_CONTENT_URL: source[constants.PROP_URL]
+ }
+ assets_release_list_filtered.append(source_asset)
+
+ for link in release[constants.CAT_ASSETS]['links']:
+ link_asset = {
+ constants.PROP_NAME: link[constants.PROP_NAME],
+ constants.PROP_ENCODING_FORMAT: link["link_type"],
+ constants.PROP_URL: constants.PROP_URL,
+ constants.PROP_CONTENT_URL: link["direct_asset_url"],
+ }
+ assets_release_list_filtered.append(link_asset)
+
+ value = assets_release_list_filtered
+
if value:
release_obj[category] = value
else:
@@ -155,20 +282,6 @@ def load_gitlab_repository_metadata(repo_metadata: Result, repository_url):
repo_metadata.add_result(constants.CAT_RELEASES, release_obj, 1, constants.TECHNIQUE_GITLAB_API)
-
- default_branch = None
-
- if len(path_components) >= 5:
- if not path_components[4] == "tree":
- logging.error(
- "GitLab link is not correct. \nThe correct format is https://gitlab.com/{owner}/{repo_name}.")
-
- return " ", {}
-
- # we must join all after 4, as sometimes tags have "/" in them.
- default_branch = "/".join(path_components[5:])
- ref_param = {"ref": default_branch}
-
if 'defaultBranch' in project_details.keys():
general_resp = {'defaultBranch': project_details['defaultBranch']}
elif 'default_branch' in project_details.keys():
@@ -189,17 +302,19 @@ def load_gitlab_repository_metadata(repo_metadata: Result, repository_url):
if default_branch is None:
default_branch = general_resp['defaultBranch']
+ project_path = "/".join(path_components)
+
+ # {constants.PROP_VALUE: f"https://{url.netloc}/{owner}/{repo_name}/",
repo_metadata.add_result(constants.CAT_CODE_REPOSITORY,
- {constants.PROP_VALUE: f"https://{url.netloc}/{owner}/{repo_name}/",
- constants.PROP_TYPE: constants.URL
- }, 1, constants.TECHNIQUE_GITLAB_API)
+ {constants.PROP_VALUE: f"https://{url.netloc}/{project_path}/",
+ constants.PROP_TYPE: constants.URL
+ }, 1, constants.TECHNIQUE_GITLAB_API)
- # filtered_resp = do_crosswalk(general_resp, github_crosswalk_table)
- # filtered_resp = {"downloadUrl": f"https://gitlab.com/{owner}/{repo_name}/-/branches"}
+ # {constants.PROP_VALUE: f"https://{url.netloc}/{owner}/{repo_name}/-/branches",
repo_metadata.add_result(constants.CAT_DOWNLOAD_URL,
- {constants.PROP_VALUE: f"https://{url.netloc}/{owner}/{repo_name}/-/branches",
- constants.PROP_TYPE: constants.URL
- }, 1, constants.TECHNIQUE_GITLAB_API)
+ {constants.PROP_VALUE: f"https://{url.netloc}/{project_path}/-/branches",
+ constants.PROP_TYPE: constants.URL
+ }, 1, constants.TECHNIQUE_GITLAB_API)
# condense license information
license_result = {constants.PROP_TYPE: constants.URL}
@@ -230,11 +345,6 @@ def load_gitlab_repository_metadata(repo_metadata: Result, repository_url):
if constants.PROP_VALUE in license_result:
repo_metadata.add_result(constants.CAT_LICENSE, license_result, 1, constants.TECHNIQUE_GITLAB_API)
- # get keywords / topics
- # topics_headers = header
- # topics_headers['accept'] = 'application/vnd.github.mercy-preview+json'
- # topics_resp, date = rate_limit_get(repo_api_base_url + "/topics",
- # headers=topics_headers)
topics_resp = {}
keywords = []
@@ -288,7 +398,9 @@ def load_gitlab_repository_metadata(repo_metadata: Result, repository_url):
}, 1, constants.TECHNIQUE_GITLAB_API)
logging.info("Repository information successfully loaded. \n")
- return repo_metadata, owner, repo_name, default_branch
+ # return repo_metadata, owner, repo_name, default_branch
+ return repo_metadata, owner, repo_name, default_branch, project_path
+
def download_gitlab_files(directory, owner, repo_name, repo_branch, repo_ref):
@@ -309,9 +421,15 @@ def download_gitlab_files(directory, owner, repo_name, repo_branch, repo_ref):
url = urlparse(repo_ref)
path_components = url.path.split('/')
- repo_archive_url = f"https://{url.netloc}/{owner}/{repo_name}/-/archive/{repo_branch}/{repo_name}-{repo_branch}.zip"
- if len(path_components) == 4:
- repo_archive_url = f"https://{url.netloc}/{owner}/{repo_name}/-/archive/{repo_branch}/{path_components[3]}.zip"
+ path_components = [p for p in path_components if p]
+ project_path = "/".join(path_components)
+
+ # repo_archive_url = f"https://{url.netloc}/{owner}/{repo_name}/-/archive/{repo_branch}/{repo_name}-{repo_branch}.zip"
+ # if len(path_components) == 4:
+ # repo_archive_url = f"https://{url.netloc}/{owner}/{repo_name}/-/archive/{repo_branch}/{path_components[3]}.zip"
+ repo_archive_url = (
+ f"https://{url.netloc}/{project_path}/-/archive/{repo_branch}/{repo_name}-{repo_branch}.zip"
+ )
logging.info(f"Downloading {repo_archive_url}")
repo_download = requests.get(repo_archive_url)
@@ -335,8 +453,8 @@ def download_gitlab_files(directory, owner, repo_name, repo_branch, repo_ref):
return None
-def download_readme(owner, repo_name, default_branch, repo_type, authorization):
- """
+def download_readme(owner, repo_name, default_branch, repo_type, authorization, project_path = None):
+ """ss
Method that given a repository owner, name and default branch, it downloads the readme content only.
The readme is assumed to be README.md
Parameters
@@ -351,8 +469,9 @@ def download_readme(owner, repo_name, default_branch, repo_type, authorization):
@return: text with the contents of the readme file
"""
if repo_type is constants.RepositoryType.GITLAB:
- primary_url = f"https://gitlab.com/{owner}/{repo_name}/-/raw/{default_branch}/README.md"
- secondary_url = f"https://gitlab.com/{owner}/{repo_name}/-/raw/master/README.md"
+ base = f"https://gitlab.com/{project_path}" if project_path else f"https://gitlab.com/{owner}/{repo_name}"
+ primary_url = f"{base}/-/raw/{default_branch}/README.md"
+ secondary_url = f"{base}/-/raw/master/README.md"
elif repo_type is constants.RepositoryType.GITHUB:
primary_url = f"https://raw.githubusercontent.com/{owner}/{repo_name}/{default_branch}/README.md"
secondary_url = f"https://raw.githubusercontent.com/{owner}/{repo_name}/master/README.md"
@@ -362,10 +481,17 @@ def download_readme(owner, repo_name, default_branch, repo_type, authorization):
logging.info(f"Downloading {primary_url}")
repo_download, date = rate_limit_get(primary_url, headers=header_template(authorization))
+
+ if repo_download is None:
+ logging.warning(f"Repository archive skipped due to size limit: {constants.SIZE_DOWNLOAD_LIMIT_MB} MB or content-lenght none")
+ return None
if repo_download.status_code == 404:
logging.error(f"Error: Archive request failed with HTTP {repo_download.status_code}")
logging.info(f"Trying to download {secondary_url}")
repo_download, date = rate_limit_get(secondary_url, headers=header_template(authorization))
+ if repo_download is None:
+ logging.warning(f"Repository archive skipped due to size limit: {constants.SIZE_DOWNLOAD_LIMIT_MB} MB or content-lenght none")
+ return None
if repo_download.status_code != 200:
logging.error(f"Error: Archive request failed with HTTP {repo_download.status_code}")
return None
@@ -375,7 +501,8 @@ def download_readme(owner, repo_name, default_branch, repo_type, authorization):
def load_online_repository_metadata(repository_metadata: Result, repository_url, ignore_api_metadata=False,
- repo_type=constants.RepositoryType.GITHUB, authorization=None):
+ repo_type=constants.RepositoryType.GITHUB, authorization=None, reconcile_authors=False,
+ branch=None,tag=None):
"""
Function uses the repository_url provided to load required information from GitHub or Gitlab.
Information kept from the repository is written in keep_keys.
@@ -386,6 +513,9 @@ def load_online_repository_metadata(repository_metadata: Result, repository_url,
@param ignore_api_metadata: true if you do not want to do an additional request to the target API
@param repository_url: target repository URL.
@param authorization: GitHub authorization token
+ @param reconcile_authors: flag to indicate if additional should be extracted from certain files as codeowners. More request.
+ @param branch: branch of the repository to analyze. Overrides the default branch detected from the repository metadata.
+ @param tag: tag of the repository to analyze. Cannot be used together with the branch parameter.
Returns
-------
@@ -440,7 +570,12 @@ def load_online_repository_metadata(repository_metadata: Result, repository_url,
date = ""
if not ignore_api_metadata:
general_resp_raw, date = rate_limit_get(repo_api_base_url, headers=header)
+ if general_resp_raw is None:
+ logging.warning(f"Repository archive skipped due to size limit: {constants.SIZE_DOWNLOAD_LIMIT_MB} MB or content-lenght none")
+ return repository_metadata, "", "", ""
+
general_resp = general_resp_raw.json()
+
if 'message' in general_resp:
if general_resp['message'] == "Not Found":
logging.error("Error: Repository name is private or incorrect")
@@ -455,6 +590,11 @@ def load_online_repository_metadata(repository_metadata: Result, repository_url,
elif default_branch is None:
default_branch = general_resp['default_branch']
+ if branch:
+ default_branch = branch
+ if tag:
+ default_branch = tag
+
# filter the general response with only the fields we are interested in, mapping them to our keys
filtered_resp = {}
if not ignore_api_metadata:
@@ -464,17 +604,29 @@ def load_online_repository_metadata(repository_metadata: Result, repository_url,
for category, value in filtered_resp.items():
value_type = constants.STRING
+ maintainer_data = {}
if category in constants.all_categories:
if category == constants.CAT_ISSUE_TRACKER:
value = value.replace("{/number}", "")
if category == constants.CAT_OWNER:
+ if reconcile_authors:
+ logging.info("Enriching owner information from codeowners...")
+ user_info = enrich_user(owner,repo_type)
+ if user_info:
+ if user_info.get(constants.PROP_CODEOWNERS_NAME):
+ maintainer_data[constants.PROP_NAME] = user_info.get(constants.PROP_CODEOWNERS_NAME)
+ if user_info.get(constants.PROP_CODEOWNERS_COMPANY):
+ maintainer_data[constants.PROP_AFFILIATION] = user_info.get(constants.PROP_CODEOWNERS_COMPANY)
+ if user_info.get(constants.PROP_CODEOWNERS_EMAIL):
+ maintainer_data[constants.PROP_EMAIL] = user_info.get(constants.PROP_CODEOWNERS_EMAIL)
+
value_type = filtered_resp[constants.AGENT_TYPE]
if category == constants.CAT_KEYWORDS:
# we concatenate all keywords in a list, as the return value is always a single object
value = '%s,' % (', '.join(value))
value = value.rstrip(',')
if category in [constants.CAT_CODE_REPOSITORY, constants.CAT_ISSUE_TRACKER,
- constants.CAT_DOWNLOAD_URL, constants.CAT_FORKS_URLS]:
+ constants.CAT_DOWNLOAD_URL, constants.CAT_FORKS_URLS, constants.CAT_HOMEPAGE]:
value_type = constants.URL
if category in [constants.CAT_DATE_CREATED, constants.CAT_DATE_UPDATED]:
value_type = constants.DATE
@@ -489,18 +641,35 @@ def load_online_repository_metadata(repository_metadata: Result, repository_url,
}
if "spdx_id" in value.keys():
result[constants.PROP_SPDX_ID] = value["spdx_id"]
+ elif category == constants.CAT_OWNER:
+ result = {
+ constants.PROP_VALUE: value,
+ constants.PROP_TYPE: value_type
+ }
+ if maintainer_data.get("name"):
+ result[constants.PROP_NAME] = maintainer_data["name"]
+ if maintainer_data.get("affiliation"):
+ result[constants.PROP_AFFILIATION] = maintainer_data["affiliation"]
+ if maintainer_data.get("email"):
+ result[constants.PROP_EMAIL] = maintainer_data["email"]
else:
result = {
constants.PROP_VALUE: value,
constants.PROP_TYPE: value_type
}
-
+
if (result['value']):
repository_metadata.add_result(category, result, 1, constants.TECHNIQUE_GITHUB_API)
# get languages
if not ignore_api_metadata:
languages_raw, date = rate_limit_get(filtered_resp['languages_url'], headers=header)
- languages = languages_raw.json()
+
+ if languages_raw is None:
+ logging.warning("Skipping languages: rate_limit_get returned None (size limit or network error)")
+ languages = {}
+ else:
+ languages = languages_raw.json()
+
if "message" in languages:
logging.error("Error while retrieving languages: " + languages["message"])
else:
@@ -537,7 +706,6 @@ def load_online_repository_metadata(repository_metadata: Result, repository_url,
value = {
constants.PROP_NAME: value,
constants.PROP_TYPE: release[constants.AGENT_TYPE]
-
}
if value != "":
release_obj[category] = value
@@ -564,7 +732,7 @@ def load_online_repository_metadata(repository_metadata: Result, repository_url,
repository_metadata.add_result(constants.CAT_RELEASES, release_obj, 1,
constants.TECHNIQUE_GITHUB_API)
logging.info("Repository information successfully loaded.\n")
- return repository_metadata, owner, repo_name, default_branch
+ return repository_metadata, owner, repo_name, default_branch, None
def get_path(obj, path):
@@ -582,8 +750,7 @@ def get_path(obj, path):
def do_crosswalk(data, crosswalk_table):
output = {}
- # print('------------data realeases')
- # print(data)
+
for somef_key, path in crosswalk_table.items():
value = get_path(data, path)
if value is not None:
@@ -640,15 +807,41 @@ def download_github_files(directory, owner, repo_name, repo_ref, authorization):
# download the repo at the selected branch with the link
repo_archive_url = f"https://github.com/{owner}/{repo_name}/archive/{repo_ref}.zip"
logging.info(f"Downloading {repo_archive_url}")
+
repo_download, date = rate_limit_get(repo_archive_url, headers=header_template(authorization))
+
+ if repo_download is None:
+ logging.warning(f"Repository archive skipped due to size limit: {constants.SIZE_DOWNLOAD_LIMIT_MB} MB or not content lenght.")
+ return None
+
+ if repo_download.status_code == 300:
+ logging.warning(f"Ambiguous ref detected for {repo_ref}, trying tags/heads resolution")
+
+ for ref_type in ["tags", "heads"]:
+ repo_archive_url = f"https://github.com/{owner}/{repo_name}/archive/refs/{ref_type}/{repo_ref}.zip"
+ logging.info(f"Trying to download {repo_archive_url}")
+
+ repo_download, date = rate_limit_get(repo_archive_url, headers=header_template(authorization))
+
+ if repo_download is None:
+ logging.warning(f"Repository archive skipped due to size limit: {constants.SIZE_DOWNLOAD_LIMIT_MB} MB or not content length.")
+ return None
+
+ if repo_download.status_code == 200:
+ break
+
if repo_download.status_code == 404:
logging.error(f"Error: Archive request failed with HTTP {repo_download.status_code}")
repo_archive_url = f"https://github.com/{owner}/{repo_name}/archive/main.zip"
logging.info(f"Trying to download {repo_archive_url}")
repo_download, date = rate_limit_get(repo_archive_url, headers=header_template(authorization))
-
+ if repo_download is None:
+ logging.warning(f"Repository archive skipped due to size limit: {constants.SIZE_DOWNLOAD_LIMIT_MB} MB or not content lenght.")
+ return None
+
if repo_download.status_code != 200:
- sys.exit(f"Error: Archive request failed with HTTP {repo_download.status_code}")
+ logging.error(f"Error: Archive request failed with HTTP {repo_download.status_code}")
+ return None
repo_zip = repo_download.content
@@ -659,13 +852,19 @@ def download_github_files(directory, owner, repo_name, repo_ref, authorization):
with open(repo_zip_file, "wb") as f:
f.write(repo_zip)
- with zipfile.ZipFile(repo_zip_file, "r") as zip_ref:
- zip_ref.extractall(repo_extract_dir)
-
+ try:
+ with zipfile.ZipFile(repo_zip_file, "r") as zip_ref:
+ zip_ref.extractall(repo_extract_dir)
+ except zipfile.BadZipFile:
+ logging.error("Downloaded archive is not a valid zip (repo may be empty)")
+ return None
+
repo_folders = os.listdir(repo_extract_dir)
+ if not repo_folders:
+ logging.warning("Repository archive is empty")
+ return None
repo_dir = os.path.join(repo_extract_dir, repo_folders[0])
-
return repo_dir
@@ -715,34 +914,34 @@ def get_all_gitlab_releases(repo_api_base_url):
while True:
url = f"{repo_api_base_url}/releases?page={page}&per_page=100"
- logging.info(f"Obteniendo releases desde: {url}")
+ logging.info(f"Getting releases from: {url}")
response = requests.get(url)
- logging.info(f"Respuesta: {response.status_code}")
+ logging.info(f"Response: {response.status_code}")
content_type = response.headers.get("Content-Type", "")
if response.status_code != 200 or "application/json" not in content_type:
- logging.error(f"Error en la respuesta o no es JSON: {response.text}")
- break # Termina el bucle si la respuesta no es válida
+ logging.error(f"Error in response or not JSON: {response.text}")
+ break
try:
releases = response.json()
except requests.exceptions.JSONDecodeError as e:
- logging.error(f"Error al decodificar JSON: {e}. Respuesta: {response.text}")
+ logging.error(f"Error decoding JSON: {e}. Response: {response.text}")
break
if not releases:
- break # Si ya no hay releases, termina el bucle
+ break
all_releases.extend(releases)
- # Verifica si hay más páginas
+ # check if more pages
next_page = response.headers.get("X-Next-Page")
if not next_page:
- break # Si no hay más páginas, termina el bucle
+ break # No more pages
page = int(next_page)
if not all_releases:
- logging.warning("No se encontraron releases.")
+ logging.warning("Not releseases found.")
return []
@@ -760,25 +959,24 @@ def get_all_gitlab_releases(repo_api_base_url):
def get_gitlab_releases(project_id, base_url):
"""
- Obtiene las releases de un repositorio en GitLab sin autenticación.
-
- :param project_id: ID del proyecto en GitLab
- :param base_url: URL base del GitLab donde está alojado el proyecto (ej: https://gitlab.in2p3.fr)
- :return: Lista de releases con información relevante
+ Retrieves the releases of a GitLab repository without authentication.
+
+ :param project_id: ID of the project in GitLab
+ :param base_url: Base URL of the GitLab where the project is hosted (e.g., https://gitlab.in2p3.fr)
+ :return: List of releases with relevant information
"""
releases_url = f"{base_url}/api/v4/projects/{project_id}/releases"
- logging.info(f"Obteniendo releases desde: {releases_url}")
+ logging.info(f"Getting releases from: {releases_url}")
response = requests.get(releases_url)
if response.status_code != 200:
- logging.error(f"Error obteniendo releases: {response.text}")
+ logging.error(f"Error getting releases: {response.text}")
return []
releases_list = response.json()
- # Filtrar información relevante
release_list_filtered = [
{
"url": release.get("description"),
@@ -793,7 +991,6 @@ def get_gitlab_releases(project_id, base_url):
# error when github url is wrong
class GithubUrlError(Exception):
- # print("The URL provided seems to be incorrect")
pass
@@ -821,9 +1018,12 @@ def get_all_paginated_results(base_url, headers, per_page=100):
while True:
url = f"{base_url}?per_page={per_page}&page={page}"
- print(url)
response, _ = rate_limit_get(url, headers=headers)
+ if response is None:
+ logging.warning(f"Skipping page {page}: rate_limit_get returned None (size limit or network error)")
+ break
+
if response.status_code != 200:
logging.warning(f"GitHub API error on page {page}: {response.status_code}")
break
@@ -835,4 +1035,4 @@ def get_all_paginated_results(base_url, headers, per_page=100):
all_results.extend(page_data)
page += 1
- return all_results
\ No newline at end of file
+ return all_results
diff --git a/src/somef_core/regular_expressions.py b/src/somef_core/regular_expressions.py
index 27da864..eec7963 100644
--- a/src/somef_core/regular_expressions.py
+++ b/src/somef_core/regular_expressions.py
@@ -3,40 +3,49 @@
import re
import markdown
import requests
+import json
import validators
from .utils import constants
from .process_results import Result
from urllib.parse import urlparse
+
import bibtexparser
def extract_title(unfiltered_text, repository_metadata: Result, readme_source) -> Result:
+ from .header_analysis import label_header
"""
- Regexp to extract title (first header) from a repository
- Parameters
- ----------
- @param unfiltered_text: repo text
- @param repository_metadata: Result with the extractions so far
- @param readme_source: url to the file used (for provenance)
-
- Returns
- -------
- @returns a Result including the title (if found)
-
+ Regexp to extract title (first header) from a repository
+ Parameters
+ ----------
+ @param unfiltered_text: repo text
+ @param repository_metadata: Result with the extractions so far
+ @param readme_source: url to the file used (for provenance)
+
+ Returns
+ -------
+ @returns a Result including the title (if found)
"""
+
html_text = markdown.markdown(unfiltered_text)
splitted = html_text.split("\n")
index = 0
limit = len(splitted)
output = ""
regex = r'<[^<>]+>'
+
while index < limit:
line = splitted[index]
if line.startswith(""):
- output = re.sub(regex, '', line)
+ title = re.sub(regex, '', line).strip()
+ header_labels = label_header(title.lower())
+ if not header_labels and title.lower() != "overview":
+ output = title
break
index += 1
+
+
# If the output is empty or none, the category doesn't make sense and shouldn't be displayed in the final result
if has_valid_output(output):
repository_metadata.add_result(constants.CAT_FULL_TITLE,
@@ -63,7 +72,7 @@ def extract_title_old(unfiltered_text):
# header declared with ====
title = ""
if len(underline_header) != 0:
- title = re.split('.+[=]+[\n]+', unfiltered_text)[0].strip()
+ title = re.split(r'.+[=]+[\n]+', unfiltered_text)[0].strip()
else:
# The first occurrence is assumed to be the title.
title = re.findall(r'# .+', unfiltered_text)[0]
@@ -72,7 +81,7 @@ def extract_title_old(unfiltered_text):
title = title[1:].strip()
# Remove other markup (links, etc.)
if "[!" in title:
- title = re.split('\[\!', title)[0].strip()
+ title = re.split(r'\[\!', title)[0].strip()
return title
@@ -111,7 +120,8 @@ def extract_readthedocs(readme_text, repository_metadata: Result, readme_source)
}
try:
# if name of the repo is known then compare against the readthedocs one. Only add it if it's similar/same
- name_in_link = re.findall('https://([^.]+)\.readthedocs\.io', link)
+ # name_in_link = re.findall('https://([^.]+)\.readthedocs\.io', link)
+ name_in_link = re.findall(r'https://([^.]+)\.readthedocs\.io', link)
name_in_link = name_in_link[0]
if name == "" or name_in_link.lower() == name.lower():
repository_metadata.add_result(constants.CAT_DOCUMENTATION, result, 1,
@@ -318,7 +328,8 @@ def extract_images(unfiltered_text, repo_url, local_repo, repository_metadata: R
-------
A Result object with the logos and images from the given text
"""
- logo = ""
+ # logo = ""
+ logos = []
images = []
repo_name = ""
if repo_url is not None and repo_url != "":
@@ -331,20 +342,38 @@ def extract_images(unfiltered_text, repo_url, local_repo, repository_metadata: R
img_html = [_.start() for _ in re.finditer("![]()
0 or img.find("/badge") >= 0 or img.find("/travis-ci.") >= 0 \
or img.find("img.shields.io") >= 0:
- pass
- elif logo == "" and repo_url is not None:
- start = img.rindex("/")
+ # pass
+ continue
+ elif repo_url is not None:
+
+ start = img.rfind("/")
+ if start == -1:
+ start = 0
+
if img.find(repo_name, start) > 0:
- logo = rename_github_image(img, repo_url, local_repo, def_branch)
+ logos.append(rename_github_image(img, repo_url, local_repo, def_branch))
elif get_alt_text_md(html_text, img) == repo_name or get_alt_text_md(html_text, img).upper() == "LOGO":
- logo = rename_github_image(img, repo_url, local_repo, def_branch)
+ logos.append(rename_github_image(img, repo_url, local_repo, def_branch))
else:
- start = img.rindex("/")
- if img.upper().find("LOGO", start) > 0:
- logo = rename_github_image(img, repo_url, local_repo, def_branch)
+ start = img.rfind("/")
+ if start == -1:
+ start = 0
+ # if "/" in img:
+ # start = img.rindex("/")
+ # else:
+ # start = 0
+ # start = img.rindex("/")
+ # if img.upper().find("LOGO", start) >= 0:
+ if filename_upper.startswith("LOGO"):
+ logos.append(rename_github_image(img, repo_url, local_repo, def_branch))
else:
images.append(rename_github_image(img, repo_url, local_repo, def_branch))
else:
@@ -354,40 +383,108 @@ def extract_images(unfiltered_text, repo_url, local_repo, repository_metadata: R
init = html_text.find("src=\"", index_img)
end = html_text.find("\"", init + 5)
img = html_text[init + 5:end]
+ if not img:
+ continue
+ filename = img.split("/")[-1]
+ filename_upper = filename.upper()
+
# if the image contains jitpack.io, the element is not processed
if img.find("jitpack.io") > 0 or img.find("/badge") >= 0 or img.find("/travis-ci.") >= 0 \
or img.find("img.shields.io") >= 0:
- pass
- elif logo == "" and repo_url is not None:
- start = 0
- if img.find("/") > 0:
- start = img.rindex("/")
+ # pass
+ continue
+ elif repo_url is not None:
+ start = img.rfind("/")
+ if start == -1:
+ start = 0
+ # start = 0
+ # if img.find("/") > 0:
+ # start = img.rindex("/")
image_name = img[start:]
- if image_name.find(repo_name) > 0 or image_name.upper().find("LOGO") > 0:
- logo = rename_github_image(img, repo_url, local_repo, def_branch)
+ # if image_name.find(repo_name) > 0 or image_name.upper().find("LOGO") >= 0:
+ # if image_name.find(repo_name) > 0 or filename_upper.startswith("LOGO"):
+ if image_name.find(repo_name) > 0 or "LOGO" in filename_upper:
+ logos.append(rename_github_image(img, repo_url, local_repo, def_branch))
elif get_alt_text_img(html_text, index_img) == repo_name or get_alt_text_img(html_text,
index_img).upper() == "LOGO":
- logo = rename_github_image(img, repo_url, local_repo, def_branch)
+ logos.append(rename_github_image(img, repo_url, local_repo, def_branch))
else:
images.append(rename_github_image(img, repo_url, local_repo, def_branch))
else:
- start = img.rindex("/")
- if img.upper().find("LOGO", start) > 0:
- logo = rename_github_image(img, repo_url, local_repo, def_branch)
+ start = img.rfind("/")
+ if start == -1:
+ start = 0
+ # if "/" in img:
+ # start = img.rindex("/")
+ # else:
+ # start = 0
+ # start = img.rindex("/")
+ # if img.upper().find("LOGO", start) >= 0:
+ # if filename_upper.startswith("LOGO"):
+ if "LOGO" in filename_upper:
+ logos.append(rename_github_image(img, repo_url, local_repo, def_branch))
else:
images.append(rename_github_image(img, repo_url, local_repo, def_branch))
- if logo != "":
+
+ # final decission. Choose better logo following some priorities
+ # Priorities
+ logo_plus_name = []
+ logo_only = []
+ name_only = []
+
+ # If repo_name is empty, disable repo-name-based matching
+ if not repo_name:
+ repo_name = None
+
+ for logo in logos:
+ fname = logo.lower()
+
+ # Priority 1: logo + repo name
+ if repo_name and "logo" in fname and repo_name.lower() in fname:
+ logo_plus_name.append(logo)
+
+ # Priority 3: only repo name (but not logo)
+ elif repo_name and repo_name.lower() in fname:
+ name_only.append(logo)
+
+ # Priority 2: only "logo" (but not repo name)
+ elif "logo" in fname:
+ logo_only.append(logo)
+
+ # Apply priorities
+ if logo_plus_name:
+ final_logos = [logo_plus_name[0]]
+ discarded = [l for l in logos if l not in final_logos]
+
+ elif name_only:
+ final_logos = [name_only[0]]
+ discarded = [l for l in logos if l not in final_logos]
+
+ elif logo_only:
+ final_logos = logo_only
+ discarded = [l for l in logos if l not in final_logos]
+
+ else:
+ final_logos = []
+ discarded = logos
+
+ images.extend(discarded)
+
+
+ for logo in final_logos:
+
repository_metadata.add_result(constants.CAT_LOGO,
{
constants.PROP_TYPE: constants.URL,
constants.PROP_VALUE: logo
}, 1, constants.TECHNIQUE_REGULAR_EXPRESSION, readme_source)
for image in images:
- repository_metadata.add_result(constants.CAT_IMAGE,
- {
- constants.PROP_TYPE: constants.URL,
- constants.PROP_VALUE: image
- }, 1, constants.TECHNIQUE_REGULAR_EXPRESSION, readme_source)
+ if image not in final_logos:
+ repository_metadata.add_result(constants.CAT_IMAGE,
+ {
+ constants.PROP_TYPE: constants.URL,
+ constants.PROP_VALUE: image
+ }, 1, constants.TECHNIQUE_REGULAR_EXPRESSION, readme_source)
return repository_metadata
@@ -424,6 +521,30 @@ def extract_package_distributions(unfiltered_text, repository_metadata: Result,
constants.PROP_TYPE: constants.URL,
constants.PROP_VALUE: output
}, 1, constants.TECHNIQUE_REGULAR_EXPRESSION, readme_source)
+
+ matches = re.findall(constants.REGEXP_PACKAGE_MANAGER, unfiltered_text, re.VERBOSE)
+ found_urls = set()
+
+ for match in matches:
+ try:
+ response = requests.get(match, timeout=5)
+ final_url = response.url
+ except requests.RequestException:
+ final_url = match
+
+ if final_url not in found_urls and has_valid_output(final_url):
+ found_urls.add(final_url)
+ repository_metadata.add_result(
+ constants.CAT_PACKAGE_DISTRIBUTION,
+ {
+ constants.PROP_TYPE: constants.URL,
+ constants.PROP_VALUE: final_url
+ },
+ 1,
+ constants.TECHNIQUE_REGULAR_EXPRESSION,
+ readme_source
+ )
+
return repository_metadata
@@ -541,17 +662,211 @@ def extract_doi_badges(readme_text, repository_metadata: Result, source) -> Resu
"""
# regex = r'\[\!\[DOI\]([^\]]+)\]\(([^)]+)\)'
# regex = r'\[\!\[DOI\]\(.+\)\]\(([^)]+)\)'
+
doi_badges = re.findall(constants.REGEXP_DOI, readme_text)
# The identifier is in position 1. Position 0 is the badge id, which we don't want to export
- for doi in doi_badges:
- repository_metadata.add_result(constants.CAT_IDENTIFIER,
+ if not doi_badges:
+ match = re.search(constants.REGEXP_ZENODO_LATEST_DOI, readme_text)
+ badge_url = None
+ if match:
+ badge_url = match.group(1)
+ else:
+ match = re.search(constants.REGEXP_ZENODO_DOI, readme_text)
+ if match:
+ badge_url = match.group(0)
+ try:
+ if badge_url is not None:
+ response = requests.get(badge_url, allow_redirects=True, timeout=10)
+ match = re.search(constants.REGEXP_ZENODO_JSON_LD,
+ response.text,
+ re.DOTALL | re.IGNORECASE
+ )
+ if match:
+ json_ld_text = match.group(1).strip()
+ try:
+ json_ld_data = json.loads(json_ld_text)
+ identifier = json_ld_data.get('identifier')
+ repository_metadata.add_result(constants.CAT_IDENTIFIER,
+ {
+ constants.PROP_TYPE: constants.URL,
+ constants.PROP_VALUE: identifier,
+ }, 1, constants.TECHNIQUE_REGULAR_EXPRESSION, source)
+ except json.JSONDecodeError:
+ logging.warning("Error parsing Zenodo JSON-LD")
+ except requests.RequestException as e:
+ logging.warning(f"Error fetching DOI from Zenodo badge: {e}")
+ else:
+
+ for doi in doi_badges:
+ repository_metadata.add_result(constants.CAT_IDENTIFIER,
+ {
+ constants.PROP_TYPE: constants.URL,
+ constants.PROP_VALUE: doi[1]
+ }, 1, constants.TECHNIQUE_REGULAR_EXPRESSION, source)
+
+ return repository_metadata
+
+def extract_project_homepage_badges(readme_text, repository_metadata: Result, source) -> Result:
+ """
+ Function that takes the text of a readme file and searches if there are any project homepages.
+ Parameters
+ ----------
+ @param readme_text: Text of the readme
+ @param repository_metadata: Result with all the findings in the repo
+ @param source: source file on top of which the extraction is performed (provenance)
+ Returns
+ -------
+ @returns Result with the Sofware heritage badges found
+ """
+ homepage_badges = re.findall(constants.REGEXP_PROJECT_HOMEPAGE, readme_text)
+ # The identifier is in position 1. Position 0 is the badge id, which we don't want to export
+
+ for homepage in homepage_badges:
+ repository_metadata.add_result(constants.CAT_HOMEPAGE,
{
constants.PROP_TYPE: constants.URL,
- constants.PROP_VALUE: doi[1]
+ constants.PROP_VALUE: homepage[1]
}, 1, constants.TECHNIQUE_REGULAR_EXPRESSION, source)
+
return repository_metadata
+def extract_readthedocs_badgeds(readme_text, repository_metadata: Result, source) -> Result:
+ """
+ Function that takes the text of a readme file and searches if there are readthedocs badges.
+ Parameters
+ ----------
+ @param readme_text: Text of the readme
+ @param repository_metadata: Result with all the findings in the repo
+ @param source: source file on top of which the extraction is performed (provenance)
+ Returns
+ -------
+ @returns Result with the readthedocs badges found
+ """
+
+ urls = set()
+
+ # RST
+ for match in re.findall(constants.REGEXP_READTHEDOCS_RST, readme_text):
+ if isinstance(match, tuple):
+ urls.update([u for u in match if u])
+ elif match:
+ urls.add(match)
+
+ # Markdown
+ for match in re.findall(constants.REGEXP_READTHEDOCS_MD, readme_text):
+ if isinstance(match, tuple):
+ urls.update([u for u in match if u])
+ elif match:
+ urls.add(match)
+
+ # HTML
+ # pattern_html = re.compile(constants.REGEXP_READTHEDOCS_HTML, flags=re.VERBOSE |re.DOTALL | re.IGNORECASE)
+ # for match in pattern_html.findall(readme_text):
+ # if isinstance(match, tuple):
+ # urls.update([u for u in match if u])
+ # elif match:
+ # urls.add(match)
+ pattern_html = re.compile(
+ constants.REGEXP_READTHEDOCS_HTML,
+ flags=re.VERBOSE | re.IGNORECASE
+ )
+ for match in pattern_html.finditer(readme_text):
+ url = match.group(1)
+ if url:
+ urls.add(url)
+
+ for url in urls:
+ if "pypi.org/project" in url:
+ category = constants.CAT_PACKAGE_DISTRIBUTION
+ else:
+ category = constants.CAT_DOCUMENTATION
+
+ repository_metadata.add_result(
+ category,
+ {
+ constants.PROP_TYPE: constants.URL,
+ constants.PROP_VALUE: url
+ },
+ 1,
+ constants.TECHNIQUE_REGULAR_EXPRESSION,
+ source
+ )
+
+ return repository_metadata
+
+# def extract_package_manager_badgeds(readme_text, repository_metadata: Result, source) -> Result:
+# """
+# Function that takes the text of a readme file and searches if there are package manager badges.
+# Parameters
+# ----------
+# @param readme_text: Text of the readme
+# @param repository_metadata: Result with all the findings in the repo
+# @param source: source file on top of which the extraction is performed (provenance)
+# Returns
+# -------
+# @returns Result with the package badges found
+# """
+# package_manager_badges = re.findall(constants.REGEXP_READTHEDOCS_BADGES, readme_text, re.DOTALL)
+# for package in package_manager_badges:
+# repository_metadata.add_result(constants.CAT_DOCUMENTATION,
+# {
+# constants.PROP_TYPE: constants.URL,
+# constants.PROP_VALUE: package
+# }, 1, constants.TECHNIQUE_REGULAR_EXPRESSION, source)
+
+
+# return repository_metadata
+
+
+def extract_swh_badges(readme_text, repository_metadata: Result, source) -> Result:
+ """
+ Function that takes the text of a readme file and searches if there are any Software Heritage (swh) badges.
+ Parameters
+ ----------
+ @param readme_text: Text of the readme
+ @param repository_metadata: Result with all the findings in the repo
+ @param source: source file on top of which the extraction is performed (provenance)
+ Returns
+ -------
+ @returns Result with the Sofware heritage badges found
+ """
+ swh_badges = re.findall(constants.REGEXP_SWH, readme_text)
+ # The identifier is in position 1. Position 0 is the badge id, which we don't want to export
+
+ for swh in swh_badges:
+
+ identifier = extract_swh_identifier_from_url(swh[1])
+ if identifier:
+ url_identifier = constants.SWH_ROOT + identifier
+ repository_metadata.add_result(constants.CAT_IDENTIFIER,
+ {
+ constants.PROP_TYPE: constants.URL,
+ constants.PROP_VALUE: url_identifier
+ }, 1, constants.TECHNIQUE_REGULAR_EXPRESSION, source)
+
+ return repository_metadata
+
+def extract_swh_identifier_from_url(url: str) -> str | None:
+ """
+ Function that look for a correct identifier en the swh url
+ """
+
+ # If anchor look for identifier
+ anchor_match = re.search(constants.REGEXP_SWH_ANCHOR, url)
+ if anchor_match:
+ return anchor_match.group(1)
+
+ # If no anchor look for all identifiers
+ all_matches = re.findall(constants.REGEXP_SWH_ALL_IDENTIFIERS, url)
+ if all_matches:
+ for preferred_type in ['rev', 'snp', 'dir', 'cnt']:
+ for match in all_matches:
+ if f"swh:1:{preferred_type}:" in match:
+ return match
+
+ return None
+
def extract_binder_links(readme_text, repository_metadata: Result, source) -> Result:
"""
Function that does a regex to extract binder and colab links used as reference in the readme.
@@ -612,13 +927,26 @@ def get_alt_text_md(text, image):
def get_alt_text_img(html_text, index):
"""Processing alt names for images"""
end = html_text.find(">", index)
- output = ""
- if html_text.find("alt=", index, end) > 0:
- texto = html_text[index:end]
- init = texto.find("alt=\"") + 5
- end = texto.index("\"", init)
- output = texto[init:end]
- return output
+
+ if end == -1:
+ return ""
+
+ # output = ""
+ # if html_text.find("alt=", index, end) > 0:
+ # texto = html_text[index:end]
+ # init = texto.find("alt=\"") + 5
+ # end = texto.index("\"", init)
+ # output = texto[init:end]
+ # return output
+ fragment = html_text[index:end]
+ pos = fragment.find('alt="')
+ if pos == -1:
+ return ""
+ pos += 5
+ end_quote = fragment.find('"', pos)
+ if end_quote == -1:
+ return ""
+ return fragment[pos:end_quote]
def get_alt_text_html(text, image):
@@ -654,6 +982,7 @@ def detect_license_spdx(license_text, type):
-------
A JSON dictionary with name and spdx id
"""
+
for license_name, license_info in constants.LICENSES_DICT.items():
if re.search(license_info["regex"], license_text, re.IGNORECASE):
if type == 'JSON':
@@ -667,16 +996,28 @@ def detect_license_spdx(license_text, type):
"name": license_name,
"identifier": f"https://spdx.org/licenses/{license_info['spdx_id']}"
}
+ for license_name, license_info in constants.LICENSES_DICT.items():
+ spdx_id = license_info["spdx_id"]
+ if re.search(rf'\b{re.escape(spdx_id)}\b', license_text, re.IGNORECASE):
+ return {
+ "name": license_name,
+ "spdx_id": spdx_id,
+ "@id": f"https://spdx.org/licenses/{spdx_id}"
+ }
return None
-# def detect_license(license_text):
-# for license_name, license_info in constants.LICENSES_DICT.items():
-# if re.search(license_info["regex"], license_text, re.IGNORECASE):
-# return {
-# "name": license_name,
-# "identifier": f"https://spdx.org/licenses/{license_info['spdx_id']}"
-# }
-# return None
+def detect_spdx_from_declared(value: str):
+ """
+ Check if declared license matches an SPDX ID in LICENSES_DICT.
+ """
+ for name, info in constants.LICENSES_DICT.items():
+ if value == info["spdx_id"]:
+ return {
+ "name": name,
+ "spdx_id": info["spdx_id"],
+ "@id": f"https://spdx.org/licenses/{info['spdx_id']}"
+ }
+ return None
def extract_scholarly_article_properties(bibtex_entry, scholarlyArticle, type):
"""
diff --git a/src/somef_core/somef_cli.py b/src/somef_core/somef_cli.py
index 0188d3b..f302a58 100644
--- a/src/somef_core/somef_cli.py
+++ b/src/somef_core/somef_cli.py
@@ -1,6 +1,6 @@
import sys
-from uu import encode
-
+# from uu import encode
+import warnings
import validators
import logging
import os
@@ -11,13 +11,14 @@
from . import header_analysis, regular_expressions, process_repository, configuration, process_files
from .process_results import Result
from .utils import constants, markdown_utils
-from .parser import mardown_parser, create_excerpts
from .export import json_export
+from .export import google_codemeta_export
+from .extract_software_type import check_repository_type
from urllib.parse import urlparse, quote
def cli_get_data(threshold, ignore_classifiers, repo_url=None, doc_src=None, local_repo=None,
ignore_github_metadata=False, readme_only=False, keep_tmp=None, authorization=None,
- ignore_test_folder=True) -> Result:
+ ignore_test_folder=True,requirements_mode='all', reconcile_authors=False, branch=None, tag=None) -> Result:
"""
Main function to get the data through the command line
Parameters
@@ -32,34 +33,43 @@ def cli_get_data(threshold, ignore_classifiers, repo_url=None, doc_src=None, loc
@param keep_tmp: path where to store TMP files in case SOMEF is instructed to keep them
@param authorization: GitHub authorization token
@param ignore_test_folder: Ignore contents of test folders
+ @param requiriments_mode: flag to indicate what requirements show in codemeta
+ @param reconcile_authors: flag to indicate if additional should be extracted from certain files as codeowners. Bear in mind that using this flags consumes more requests to the GitHub API.
+ @param branch: branch of the repository to analyze. Overrides the default branch detected from the repository metadata.
+ @param tag: tag of the repository to analyze. Cannot be used together with the branch parameter.
Returns
-------
@return: Dictionary with the results found by SOMEF, formatted as a Result object.
"""
# Set up logging
+ warnings.filterwarnings("ignore", category=UserWarning, module="pyparsing")
+ warnings.filterwarnings("ignore", category=DeprecationWarning, module="rdflib")
logging.basicConfig(level=logging.DEBUG, format='%(asctime)s-%(levelname)s-%(message)s',
datefmt='%d-%b-%y %H:%M:%S', force=True)
logging.getLogger("bibtexparser").setLevel(logging.ERROR)
+ logging.getLogger("urllib3").setLevel(logging.WARNING)
file_paths = configuration.get_configuration_file()
repo_type = constants.RepositoryType.GITHUB
repository_metadata = Result()
def_branch = "main"
+
+ if branch and tag:
+ logging.error("You cannot use --branch and --tag at the same time. Mutually exclusive")
+ sys.exit()
+
if repo_url is not None:
try:
- """
- It is necessary to make changes to all methods related to GitLab because, until now,
- they only worked with repositories on GitLab.com but not with self-hosted GitLab servers like gitlab.in2p3.fr, for example.
- We are going to split the process so that it also takes these servers into account.
- """
+ # It is necessary to make changes to all methods related to GitLab because, until now,
+ # they only worked with repositories on GitLab.com but not with self-hosted GitLab servers
+ # like gitlab.in2p3.fr, for example. We are going to split the process so that it also
+ # takes these servers into account.
- """
- The only sure way to know if a server is from GitLab is by checking its API.
- GitLab servers are usually of the type gitlab.com, gitlab.in2p3.fr, or even salsa.debian.org,
- so you cannot discriminate solely with the string 'gitlab'.
- """
+ # The only sure way to know if a server is from GitLab is by checking its API.
+ # GitLab servers are usually of the type gitlab.com, gitlab.in2p3.fr, or even
+ # salsa.debian.org, so you cannot discriminate solely with the string 'gitlab'.
url = urlparse(repo_url)
servidor = url.netloc
bGitLab = False
@@ -67,41 +77,61 @@ def cli_get_data(threshold, ignore_classifiers, repo_url=None, doc_src=None, loc
logging.info(f"{servidor} is GitLab.")
bGitLab = True
+ logging.info(f"DEBUG: {servidor} is_gitlab = {bGitLab}")
if bGitLab:
repo_type = constants.RepositoryType.GITLAB
- repository_metadata, owner, repo_name, def_branch = process_repository.load_online_repository_metadata(
+
+ repository_metadata, owner, repo_name, def_branch, project_path = process_repository.load_online_repository_metadata(
repository_metadata,
repo_url,
ignore_github_metadata,
repo_type,
- authorization
+ authorization,
+ reconcile_authors,
+ branch=branch,
+ tag=tag
)
# download files and obtain path to download folder
if readme_only:
# download readme only with the information above
- readme_text = process_repository.download_readme(owner, repo_name, def_branch, repo_type, authorization)
+ readme_text = process_repository.download_readme(owner, repo_name, def_branch, repo_type, authorization, project_path)
elif keep_tmp is not None: # save downloaded files locally
os.makedirs(keep_tmp, exist_ok=True)
local_folder = process_repository.download_repository_files(owner, repo_name, def_branch, repo_type,
keep_tmp, repo_url, authorization)
- readme_text, full_repository_metadata = process_files.process_repository_files(local_folder,
+ if local_folder is not None:
+ readme_text, full_repository_metadata = process_files.process_repository_files(local_folder,
repository_metadata,
repo_type, owner,
repo_name,
def_branch,
- ignore_test_folder)
+ ignore_test_folder,
+ reconcile_authors)
+ repository_metadata = check_repository_type(local_folder, repo_name, full_repository_metadata)
+ else:
+ logging.error("Error processing the target repository")
+ return repository_metadata
else: # Use a temp directory
+
with tempfile.TemporaryDirectory() as temp_dir:
local_folder = process_repository.download_repository_files(owner, repo_name, def_branch, repo_type,
temp_dir, repo_url, authorization)
- readme_text, full_repository_metadata = process_files.process_repository_files(local_folder,
- repository_metadata,
- repo_type, owner,
- repo_name,
- def_branch,
- ignore_test_folder)
+ if local_folder is not None:
+ readme_text, full_repository_metadata = process_files.process_repository_files(local_folder,
+ repository_metadata,
+ repo_type, owner,
+ repo_name,
+ def_branch,
+ ignore_test_folder,
+ reconcile_authors)
+
+ repository_metadata = check_repository_type(local_folder, repo_name, full_repository_metadata)
+ else:
+ logging.error("Error processing the target repository")
+ return repository_metadata
+
if readme_text == "":
logging.warning("README document does not exist in the target repository")
except process_repository.GithubUrlError:
@@ -112,7 +142,8 @@ def cli_get_data(threshold, ignore_classifiers, repo_url=None, doc_src=None, loc
readme_text, full_repository_metadata = process_files.process_repository_files(local_repo,
repository_metadata,
repo_type,
- ignore_test_folder)
+ ignore_test_folder,
+ reconcile_authors = reconcile_authors)
if readme_text == "":
logging.warning("Warning: README document does not exist in the local repository")
except process_repository.GithubUrlError:
@@ -130,7 +161,11 @@ def cli_get_data(threshold, ignore_classifiers, repo_url=None, doc_src=None, loc
readme_unfiltered_text = markdown_utils.remove_comments(readme_unfiltered_text)
repository_metadata, string_list = header_analysis.extract_categories(readme_unfiltered_text,
repository_metadata)
+
+ logging.info("Extracted categories from headers successfully.")
readme_text_unmarked = markdown_utils.unmark(readme_text)
+ logging.info("readme text unmarked successfully.")
+
if readme_text_unmarked != "":
try:
readme_source = repository_metadata.results[constants.CAT_README_URL][0]
@@ -141,12 +176,18 @@ def cli_get_data(threshold, ignore_classifiers, repo_url=None, doc_src=None, loc
readme_source)
repository_metadata = regular_expressions.extract_doi_badges(readme_unfiltered_text, repository_metadata,
readme_source)
+ repository_metadata = regular_expressions.extract_swh_badges(readme_unfiltered_text, repository_metadata,
+ readme_source)
+ repository_metadata = regular_expressions.extract_project_homepage_badges(readme_unfiltered_text, repository_metadata,
+ readme_source)
repository_metadata = regular_expressions.extract_title(readme_unfiltered_text, repository_metadata,
readme_source)
repository_metadata = regular_expressions.extract_binder_links(readme_unfiltered_text, repository_metadata,
readme_source)
repository_metadata = regular_expressions.extract_readthedocs(readme_unfiltered_text, repository_metadata,
readme_source)
+ repository_metadata = regular_expressions.extract_readthedocs_badgeds(readme_unfiltered_text, repository_metadata,
+ readme_source)
repository_metadata = regular_expressions.extract_repo_status(readme_unfiltered_text, repository_metadata,
readme_source)
repository_metadata = regular_expressions.extract_wiki_links(readme_unfiltered_text, repo_url,
@@ -188,10 +229,15 @@ def run_cli(*,
graph_out=None,
graph_format="turtle",
codemeta_out=None,
+ google_codemeta_out=None,
pretty=False,
missing=False,
keep_tmp=None,
- ignore_test_folder=True
+ ignore_test_folder=True,
+ requirements_mode="all",
+ reconcile_authors=False,
+ branch=None,
+ tag=None
):
"""Function to run all the required components of the cli for a repository"""
# check if it is a valid url
@@ -225,16 +271,31 @@ def run_cli(*,
encoded_url = encoded_url.replace(".","") #removing dots just in case
repo_data = cli_get_data(threshold=threshold, ignore_classifiers=ignore_classifiers, repo_url=repo_url,
ignore_github_metadata=ignore_github_metadata, readme_only=readme_only,
- keep_tmp=keep_tmp, ignore_test_folder=ignore_test_folder)
+ keep_tmp=keep_tmp, ignore_test_folder=ignore_test_folder, requirements_mode=requirements_mode,
+ reconcile_authors=reconcile_authors, branch=branch, tag=tag)
+
+ if hasattr(repo_data, "get_json"):
+ repo_data = repo_data.get_json()
+
+ repo_data = json_export.unify_results(repo_data.results)
if output is not None:
output = output.replace(".json","")
output = output + "_" + encoded_url + ".json"
- json_export.save_json_output(repo_data.results, output, missing, pretty=pretty)
+ json_export.save_json_output(repo_data, output, missing, pretty=pretty)
if codemeta_out is not None:
codemeta_out = codemeta_out.replace(".json", "")
codemeta_out = codemeta_out + "_" + encoded_url + ".json"
- json_export.save_codemeta_output(repo_data.results, codemeta_out, pretty=pretty)
+ json_export.save_codemeta_output(repo_data, codemeta_out, pretty=pretty, requirements_mode= requirements_mode)
+ if google_codemeta_out is not None:
+ gc_out = google_codemeta_out.replace(".json", "")
+ gc_out = gc_out + "_" + encoded_url + ".json"
+ google_codemeta_export.save_google_codemeta_output(
+ repo_data,
+ gc_out,
+ pretty=pretty,
+ requirements_mode=requirements_mode
+ )
except:
logging.error("Error when processing repo: " + repo_url)
else:
@@ -244,18 +305,28 @@ def run_cli(*,
if repo_url:
repo_data = cli_get_data(threshold=threshold, ignore_classifiers=ignore_classifiers, repo_url=repo_url,
ignore_github_metadata=ignore_github_metadata, readme_only=readme_only,
- keep_tmp=keep_tmp, ignore_test_folder=ignore_test_folder)
+ keep_tmp=keep_tmp, ignore_test_folder=ignore_test_folder,
+ reconcile_authors=reconcile_authors,branch=branch, tag=tag)
elif local_repo:
repo_data = cli_get_data(threshold=threshold, ignore_classifiers=ignore_classifiers,
- local_repo=local_repo, keep_tmp=keep_tmp, ignore_test_folder=ignore_test_folder)
+ local_repo=local_repo, keep_tmp=keep_tmp, ignore_test_folder=ignore_test_folder,
+ reconcile_authors=reconcile_authors,branch=branch, tag=tag)
else:
repo_data = cli_get_data(threshold=threshold, ignore_classifiers=ignore_classifiers,
- doc_src=doc_src, keep_tmp=keep_tmp, ignore_test_folder=ignore_test_folder)
+ doc_src=doc_src, keep_tmp=keep_tmp, ignore_test_folder=ignore_test_folder,
+ reconcile_authors=reconcile_authors,branch=branch, tag=tag)
+
+ if hasattr(repo_data, "get_json"):
+ repo_data = repo_data.get_json()
+ repo_data = json_export.unify_results(repo_data.results)
+
if output is not None:
- json_export.save_json_output(repo_data.results, output, missing, pretty=pretty)
+ json_export.save_json_output(repo_data, output, missing, pretty=pretty)
if codemeta_out is not None:
- json_export.save_codemeta_output(repo_data.results, codemeta_out, pretty=pretty)
+ json_export.save_codemeta_output(repo_data, codemeta_out, pretty=pretty, requirements_mode=requirements_mode)
+ if google_codemeta_out is not None:
+ google_codemeta_export.save_google_codemeta_output(repo_data, google_codemeta_out, pretty=pretty, requirements_mode=requirements_mode)
diff --git a/src/somef_core/test/test_JSON_export.py b/src/somef_core/test/test_JSON_export.py
index 27dc464..9c58112 100644
--- a/src/somef_core/test/test_JSON_export.py
+++ b/src/somef_core/test/test_JSON_export.py
@@ -7,65 +7,70 @@
test_data_path = str(Path(__file__).parent / "test_data") + os.path.sep
test_data_repositories = str(Path(__file__).parent / "test_data" / "repositories") + os.path.sep
-
+test_data_api_json = str(Path(__file__).parent / "test_data" / "api_responses") + os.path.sep
class TestJSONExport(unittest.TestCase):
@classmethod
def setUpClass(cls):
"""Runs somef_cli once and saves the JSON"""
- cls.json_file = test_data_path + "test_json_widoco_export.json"
-
- somef_cli.run_cli(threshold=0.8,
- ignore_classifiers=False,
- repo_url="https://github.com/dgarijo/Widoco",
- local_repo=None,
- doc_src=None,
- in_file=None,
- output=cls.json_file,
- graph_out=None,
- graph_format="turtle",
- codemeta_out=None,
- pretty=True,
- missing=False,
- readme_only=False)
+ # cls.json_file = test_data_path + "test_json_widoco_export.json"
+ cls.api_results_file = test_data_api_json + "widoco_api_response.json"
+ with open(cls.api_results_file, "r", encoding="utf-8") as f:
+ cls.json_content= json.load(f)
- with open(cls.json_file, "r") as f:
- cls.json_content = json.load(f)
+ # somef_cli.run_cli(threshold=0.8,
+ # ignore_classifiers=False,
+ # repo_url="https://github.com/dgarijo/Widoco",
+ # local_repo=None,
+ # doc_src=None,
+ # in_file=None,
+ # output=cls.json_file,
+ # graph_out=None,
+ # graph_format="turtle",
+ # codemeta_out=None,
+ # pretty=True,
+ # missing=False,
+ # readme_only=False)
- def test_issue_417(self):
- """Checks whether a repository correctly extracts to Codemeta"""
- somef_cli.run_cli(threshold=0.8,
- ignore_classifiers=False,
- repo_url="https://github.com/dgarijo/Widoco",
- local_repo=None,
- doc_src=None,
- in_file=None,
- output=None,
- graph_out=None,
- graph_format="turtle",
- codemeta_out=test_data_path + "test-417.json-ld",
- pretty=True,
- missing=False,
- readme_only=False)
-
- text_file = open(test_data_path + "test-417.json-ld", "r")
- data = text_file.read()
- text_file.close()
- json_content = json.loads(data)
- issue_tracker = json_content["issueTracker"] # JSON is in Codemeta format
+ # with open(cls.json_file, "r") as f:
+ # cls.json_content = json.load(f)
+
+ # def test_issue_417(self):
+ # """Checks whether a repository correctly extracts to Codemeta"""
+
+
+ # somef_cli.run_cli(threshold=0.8,
+ # ignore_classifiers=False,
+ # repo_url="https://github.com/dgarijo/Widoco",
+ # local_repo=None,
+ # doc_src=None,
+ # in_file=None,
+ # output=None,
+ # graph_out=None,
+ # graph_format="turtle",
+ # codemeta_out=test_data_path + "test-417.json-ld",
+ # pretty=True,
+ # missing=False,
+ # readme_only=False)
- #len(json_content["citation"])
- #codemeta category citation is now referencePublication
- assert issue_tracker == 'https://github.com/dgarijo/Widoco/issues' and len(json_content["referencePublication"]) > 0 and \
- len(json_content["name"]) > 0 and len(json_content["identifier"]) > 0 and \
- len(json_content["description"]) > 0 and len(json_content["readme"]) > 0 and \
- len(json_content["author"]) > 0 and len(json_content["buildInstructions"]) > 0 and \
- len(json_content["softwareRequirements"]) > 0 and len(json_content["programmingLanguage"]) > 0 and \
- len(json_content["keywords"]) > 0 and len(json_content["logo"]) > 0 and \
- len(json_content["license"]) > 0 and len(json_content["dateCreated"]) > 0
+ # text_file = open(test_data_path + "test-417.json-ld", "r")
+ # data = text_file.read()
+ # text_file.close()
+ # json_content = json.loads(data)
+ # issue_tracker = json_content["issueTracker"] # JSON is in Codemeta format
+
+ # #len(json_content["citation"])
+ # #codemeta category citation is now referencePublication
+ # assert issue_tracker == 'https://github.com/dgarijo/Widoco/issues' and len(json_content["referencePublication"]) > 0 and \
+ # len(json_content["name"]) > 0 and len(json_content["identifier"]) > 0 and \
+ # len(json_content["description"]) > 0 and len(json_content["readme"]) > 0 and \
+ # len(json_content["author"]) > 0 and len(json_content["buildInstructions"]) > 0 and \
+ # len(json_content["softwareRequirements"]) > 0 and len(json_content["programmingLanguage"]) > 0 and \
+ # len(json_content["keywords"]) > 0 and len(json_content["logo"]) > 0 and \
+ # len(json_content["license"]) > 0 and len(json_content["dateCreated"]) > 0
- os.remove(test_data_path + "test-417.json-ld")
+ # os.remove(test_data_path + "test-417.json-ld")
def test_issue_311(self):
"""Checks if Codemeta export has labels defined outside Codemeta"""
@@ -155,6 +160,8 @@ def test_issue_629(self):
# os.remove(test_data_path + "test_issue_629.json")
+
+
def test_issue_651(self):
"""Checks if keywords is in the missing categories because is empty"""
somef_cli.run_cli(threshold=0.8,
@@ -179,8 +186,9 @@ def test_issue_745(self):
"""Checks whether all the items in license has a spdx_id"""
somef_cli.run_cli(threshold=0.8,
ignore_classifiers=False,
- repo_url="https://github.com/sunpy/sunpy",
- local_repo=None,
+ # repo_url="https://github.com/sunpy/sunpy",
+ repo_url=None,
+ local_repo=test_data_repositories + "sunpy",
doc_src=None,
in_file=None,
output=test_data_path + "test_issue_745.json",
@@ -195,6 +203,7 @@ def test_issue_745(self):
data = text_file.read()
text_file.close()
json_content = json.loads(data)
+
licenses = json_content["license"]
for i, license_entry in enumerate(licenses):
@@ -203,19 +212,447 @@ def test_issue_745(self):
os.remove(test_data_path + "test_issue_745.json")
+ def test_issue_499(self):
+ """Checks whether a repository correctly extracts assets from release"""
+
+ # somef_cli.run_cli(threshold=0.8,
+ # ignore_classifiers=False,
+ # repo_url="https://github.com/dgarijo/Widoco",
+ # local_repo=None,
+ # doc_src=None,
+ # in_file=None,
+ # output=test_data_path + "test-499.json-ld",
+ # graph_out=None,
+ # graph_format="turtle",
+ # codemeta_out= None,
+ # pretty=True,
+ # missing=False,
+ # readme_only=False)
+
+ # text_file = open(test_data_path + "test-499.json-ld", "r")
+ # data = text_file.read()
+ # text_file.close()
+ # json_content = json.loads(data)
+
+ assert "releases" in self.json_content, "Missing 'releases' key in JSON content"
+ assert isinstance(self.json_content["releases"], list), "'releases' should be a list"
+
+ release_1425 = None
+ for release in self.json_content["releases"]:
+ if release.get("result", {}).get("tag") == "v1.4.25":
+ release_1425 = release
+ break
+
+ assert release_1425 is not None, "No release with tag 'v1.4.25' found"
+
+ assets = release_1425.get("result", {}).get("assets", [])
+ assert any(asset.get("name") == "widoco-1.4.25-jar-with-dependencies_JDK-11.jar" for asset in assets), \
+ "Asset 'widoco-1.4.25-jar-with-dependencies_JDK-11.jar' not found in release v1.4.25"
+
+ # os.remove(test_data_path + "test-499.json-ld")
+
+ def test_issue_577(self):
+ """Checks if there are idenfiers from Software Heritage in the README file"""
+ somef_cli.run_cli(threshold=0.8,
+ ignore_classifiers=False,
+ repo_url=None,
+ doc_src=test_data_path + "README-widoco-swh.md",
+ in_file=None,
+ output=test_data_path + "test-577.json",
+ graph_out=None,
+ graph_format="turtle",
+ codemeta_out=None,
+ pretty=True,
+ missing=True)
+
+ with open(test_data_path + "test-577.json", "r") as text_file:
+ data = json.load(text_file)
+
+ expected_values = {
+ "https://doi.org/10.5281/zenodo.11093793",
+ "https://archive.softwareheritage.org/swh:1:rev:fec66b89a4f4acb015a44c7f8cb671d49bec626a"
+ }
+ identifiers = data.get("identifier", [])
+ found_values = set()
+
+ for item in identifiers:
+ value = item["result"]["value"]
+ found_values.add(value)
+
+ for expected in expected_values:
+ assert expected in found_values, f"Expected identifier not found: {expected}"
+
+ os.remove(test_data_path + "test-577.json")
+
+
+ def test_issue_580(self):
+ """Checks if there are Project homepage in the readme file"""
+ somef_cli.run_cli(threshold=0.8,
+ ignore_classifiers=False,
+ repo_url=None,
+ doc_src=test_data_path + "README-citation-file-format.md",
+ in_file=None,
+ output=test_data_path + "test-580.json",
+ graph_out=None,
+ graph_format="turtle",
+ codemeta_out=None,
+ pretty=True,
+ missing=True)
+
+ with open(test_data_path + "test-580.json", "r") as text_file:
+ data = json.load(text_file)
+
+ found = False
+ homepage_entries = data.get("homepage", [])
+ for item in homepage_entries:
+ technique = item.get("technique")
+ result = item.get("result", {})
+ value = result.get("value")
+
+ if technique == "regular_expression" and value == "https://citation-file-format.github.io":
+ found = True
+ break
+
+ assert found, "Expected homepage not found"
+
+ os.remove(test_data_path + "test-580.json")
+
def test_issue_653(self):
"""Checks if json from widoco repo has more than 30 releases"""
assert len(self.json_content["releases"]) > 30, f"Expected more than 30 releases, found {len(self.json_content['release'])}"
- @classmethod
- def tearDownClass(cls):
- """delete temp file JSON just if all the test pass"""
- if os.path.exists(cls.json_file):
- try:
- os.remove(cls.json_file)
- print(f"Deleted {cls.json_file}")
- except Exception as e:
- print(f"Failed to delete {cls.json_file}: {e}")
-
-if __name__ == '__main__':
- unittest.main()
+ def test_not_recursive_folders(self):
+ """
+ Checks that build files in subfolders are ignored if they already exist in the root,
+ and that duplicates do not appear in the results.
+ pom.xml has been duplicated in docs/pom.xml
+ """
+
+ output_path = test_data_path + 'test_widoco_not_recursive_folders.json'
+
+ somef_cli.run_cli( threshold=0.8,
+ local_repo=test_data_repositories + "Widoco",
+ doc_src=None,
+ in_file=None,
+ output=output_path,
+ graph_out=None,
+ graph_format="turtle",
+ codemeta_out=None,
+ pretty=True,
+ missing=False,
+ readme_only=False)
+
+
+ with open(output_path, "r") as f:
+ json_content = json.load(f)
+
+ build_files = [
+ entry[constants.PROP_RESULT][constants.PROP_VALUE]
+ for key in json_content
+ for entry in json_content[key]
+ if key == constants.CAT_HAS_BUILD_FILE
+ ]
+
+ # root
+ assert any("pom.xml" in bf for bf in build_files), "The root pom.xml should be present"
+ # No docs/pom.xml
+ assert not any("docs/pom.xml" in bf for bf in build_files), "The pom.xml in docs/ should not be processed"
+ assert len(build_files) == len(set(build_files)), "There should be no duplicate build files"
+
+
+ def test_runtime_platform(self):
+ """
+ Checks that the runtime_platform information is correctly extracted from the project.
+ """
+
+ runtime_entries = [
+ entry[constants.PROP_RESULT]
+ for key in self.json_content
+ for entry in self.json_content[key]
+ if key == constants.CAT_RUNTIME_PLATFORM
+ ]
+
+ assert len(runtime_entries) > 0, "There should be at least one runtime_platform entry"
+
+ found_java = any(
+ entry.get("name") == "Java" and entry.get("value") == "Java: 1.8"
+ for entry in runtime_entries
+ )
+ assert found_java, "Java runtime with value Java: 1.8 should be present"
+
+
+ def test_issue_830(self):
+ """Checks if citattion have identifiers """
+ citation = self.json_content.get("citation", [])
+ assert citation, "No 'citation' found in JSON"
+ assert any(
+ entry.get("result", {}).get("format") == "cff"
+ and any(id.get("value") == "10.5281/zenodo.591294"
+ for id in entry.get("result", {}).get("identifier", [])
+ )
+ for entry in citation
+ ), "Citation.cff must have identifier id 10.5281/zenodo.591294"
+
+ # @classmethod
+ # def tearDownClass(cls):
+ # """delete temp file JSON just if all the test pass"""
+ # if os.path.exists(cls.json_file):
+ # try:
+ # os.remove(cls.json_file)
+ # print(f"Deleted {cls.json_file}")
+ # except Exception as e:
+ # print(f"Failed to delete {cls.json_file}: {e}")
+
+ def test_issue_862(self):
+ """Checks if this repository does not gets stuck when labeling headers"""
+ somef_cli.run_cli(threshold=0.8,
+ ignore_classifiers=False,
+ repo_url=None,
+ local_repo=test_data_repositories + "componentInstaller",
+ doc_src=None,
+ in_file=None,
+ output=test_data_path + "test_issue_862.json",
+ graph_out=None,
+ graph_format="turtle",
+ codemeta_out=None,
+ pretty=True,
+ missing=False,
+ readme_only=False)
+
+ text_file = open(test_data_path + "test_issue_862.json", "r")
+ data = text_file.read()
+ text_file.close()
+ json_content = json.loads(data)
+
+ assert "description" in json_content, "Missing 'description' property"
+
+ assert len(json_content["description"]) > 0, "Description list is empty"
+
+ first_desc = json_content["description"][0]["result"]
+ assert "value" in first_desc, "Missing 'value' in description result"
+ assert first_desc["value"], "Description 'value' is empty"
+
+ os.remove(test_data_path + "test_issue_862.json")
+
+ def test_issue_859(self):
+ """Checks whether a repository without content works fine. Must have just some results from the API."""
+
+ somef_cli.run_cli(threshold=0.8,
+ ignore_classifiers=False,
+ repo_url="https://github.com/shiningZZ/GU-CAFF",
+ local_repo=None,
+ doc_src=None,
+ in_file=None,
+ output=test_data_path + "test-859.json",
+ graph_out=None,
+ graph_format="turtle",
+ codemeta_out= None,
+ pretty=True,
+ missing=False,
+ readme_only=False)
+
+ with open(test_data_path + "test-859.json", "r") as text_file:
+ json_content = json.load(text_file)
+
+ assert "code_repository" in json_content
+ assert len(json_content["code_repository"]) > 0
+
+ for key, entries in json_content.items():
+ if isinstance(entries, list):
+ for entry in entries:
+ assert entry.get("technique") == "GitHub_API", \
+ f"Unexpected technique {entry.get('technique')} in key {key}"
+
+ os.remove(test_data_path + "test-859.json")
+
+ def test_issue_723(self):
+ """Checks if we exract the maintainers in the Codemeta output from the CODEOWNERS file.
+ But without -ai flag because requiere real requests to GitHub API and we want to avoid that in the tests.
+ """
+ somef_cli.run_cli(threshold=0.8,
+ ignore_classifiers=False,
+ repo_url=None,
+ local_repo=test_data_repositories + "tensorflow",
+ doc_src=None,
+ in_file=None,
+ output=test_data_path + "test_issue_723.json",
+ graph_out=None,
+ graph_format="turtle",
+ codemeta_out=None,
+ pretty=True,
+ missing=False,
+ readme_only=False)
+
+ text_file = open(test_data_path + "test_issue_723.json", "r")
+ data = text_file.read()
+ text_file.close()
+ json_content = json.loads(data)
+
+ maintainers= json_content.get("maintainer", [])
+ assert len(maintainers) == 10, f"Expected 10 maintainers, found {len(maintainers)}"
+ usernames = [m.get("result", {}).get("username") for m in maintainers]
+ assert "qqfish" in usernames, "Expected maintainer 'qqfish' not found"
+ assert "penpornk" in usernames, "Expected maintainer 'penpornk' not found"
+
+ os.remove(test_data_path + "test_issue_723.json")
+
+
+ def test_unify_json(self):
+ """
+ Checks that duplicated requirement entries extracted by different techniques
+ are unified into a single item, preserving all complementary information
+ (techniques, sources, and result fields).
+ """
+
+ output_path = test_data_path + 'test_widoco_unify.json'
+
+ somef_cli.run_cli( threshold=0.8,
+ local_repo=test_data_repositories + "Widoco",
+ doc_src=None,
+ in_file=None,
+ output=output_path,
+ graph_out=None,
+ graph_format="turtle",
+ codemeta_out=None,
+ pretty=True,
+ missing=False,
+ readme_only=False)
+
+
+ with open(output_path, "r") as f:
+ json_content = json.load(f)
+
+ requirements = json_content.get(constants.CAT_REQUIREMENTS, [])
+
+ unified_reqs = [ r for r in requirements if "You will need Java 1.8" in r["result"].get("value", "") ]
+ assert unified_reqs, "There should be at least one unified Java requirement entry"
+
+ req = unified_reqs[0]
+ assert set(req["technique"]) == {"code_parser", "header_analysis"},"Techniques should be merged from both extractors"
+
+ os.remove(test_data_path + "test_widoco_unify.json")
+
+ def test_unify_json_2(self):
+ """
+ Checks that duplicated requirement entries extracted by different techniques
+ are unified into a single item, preserving all complementary information
+ (techniques, sources, and result fields).
+ """
+
+ output_path = test_data_path + 'test_somef_unify.json'
+
+ somef_cli.run_cli( threshold=0.8,
+ local_repo=test_data_repositories + "somef_repo",
+ doc_src=None,
+ in_file=None,
+ output=output_path,
+ graph_out=None,
+ graph_format="turtle",
+ codemeta_out=None,
+ pretty=True,
+ missing=False,
+ readme_only=False)
+
+
+ with open(output_path, "r") as f:
+ json_content = json.load(f)
+
+ documentation = json_content.get(constants.CAT_DOCUMENTATION, [])
+
+ rtd_items = [
+ d for d in documentation
+ if d["result"].get("type") == "Url"
+ and d["result"].get("format") == "readthedocs"
+ ]
+
+ assert len(rtd_items) == 1, "There should be exactly one unified ReadTheDocs documentation entry"
+
+ rtd = rtd_items[0]
+
+ assert rtd["result"]["value"] == "https://somef.readthedocs.io/", "The unified ReadTheDocs URL must be canonical"
+
+ for d in documentation:
+ if d["result"].get("type") == "Url":
+ val = d["result"].get("value", "")
+ assert val == "https://somef.readthedocs.io/", f"Unexpected non canonical ReadTheDocs URL found: {val}"
+
+
+ os.remove(test_data_path + "test_somef_unify.json")
+
+
+ @unittest.skipIf(os.getenv("CI") == "true", "Skipped in CI because it is already verified locally")
+ def test_issue_gitlab_enrich_authors(self):
+ """Tests if a gitlab repository with codeowners file gets enriched with the information of the users in the codeowners file.
+ This test is skipped in CI because it requires real requests to GitLab API and we want to avoid hitting the rate limit.
+ """
+ output_file = test_data_path + "test-gitlab-reconcile.json"
+
+ somef_cli.run_cli(threshold=0.8,
+ ignore_classifiers=False,
+ repo_url="https://gitlab.com/sosy-lab/benchmarking/fm-tools/",
+ local_repo=None,
+ doc_src=None,
+ in_file=None,
+ output=output_file,
+ graph_out=None,
+ graph_format="turtle",
+ codemeta_out=None,
+ pretty=True,
+ missing=True,
+ readme_only=False,
+ reconcile_authors=True
+ )
+
+ with open(output_file, "r") as f:
+ json_content = json.load(f)
+
+ maintainers = json_content.get(constants.CAT_MAINTAINER, [])
+ self.assertTrue(len(maintainers) >= 2, "Expected at least two maintainers")
+
+ first = maintainers[0].get("result", {})
+ self.assertEqual(first.get("username"), "dbeyer")
+ self.assertEqual(first.get("name"), "Dirk Beyer")
+ self.assertEqual(first.get("email"), "dirk.beyer@sosy-lab.org")
+
+ second = maintainers[1].get("result", {})
+ self.assertEqual(second.get("username"), "FrNecas")
+ self.assertEqual(second.get("name"), "František Nečas")
+
+ os.remove(output_file)
+
+
+ @unittest.skipIf(os.getenv("CI") == "true", "Skipped in CI because it is already verified locally")
+ def test_issue_914(self):
+ """
+ Checks that somef can correctly handle and download a GitLab repository whose URL includes nested group/subgroup paths,
+ ensuring complex GitLab routes are processed without errors.
+ """
+
+ output_file = test_data_path + "test-issue-914.json"
+
+ somef_cli.run_cli(threshold=0.8,
+ ignore_classifiers=False,
+ repo_url="https://gitlab.com/gitlab-org/frontend/playground/batch-issue-creator",
+ local_repo=None,
+ doc_src=None,
+ in_file=None,
+ output=output_file,
+ graph_out=None,
+ graph_format="turtle",
+ codemeta_out=None,
+ pretty=True,
+ missing=True,
+ readme_only=False,
+ reconcile_authors=True
+ )
+
+ with open(output_file, "r") as f:
+ json_content = json.load(f)
+
+ title = json_content.get(constants.CAT_FULL_TITLE, [])
+ self.assertEqual(title[0].get("result", {}).get("value"), "batch-issue-creator")
+
+ requirements = json_content.get(constants.CAT_REQUIREMENTS, [])
+ self.assertEqual(requirements[0].get("result", {}).get("version"), "3.20.3")
+
+ os.remove(output_file)
\ No newline at end of file
diff --git a/src/somef_core/test/test_bower_parser.py b/src/somef_core/test/test_bower_parser.py
new file mode 100644
index 0000000..6e71994
--- /dev/null
+++ b/src/somef_core/test/test_bower_parser.py
@@ -0,0 +1,113 @@
+import unittest
+import os
+from pathlib import Path
+
+from somef_core.parser.bower_parser import parse_bower_json_file
+from somef_core.process_results import Result
+from somef_core.utils import constants
+
+test_data_path = str(Path(__file__).parent / "test_data") + os.path.sep
+test_data_repositories = str(Path(__file__).parent / "test_data" / "repositories") + os.path.sep
+
+class TestBowerParser(unittest.TestCase):
+
+ def test_parse_bower_json(self):
+ bower_file_path = test_data_repositories + os.path.sep + "js-template" + os.path.sep + "bower.json"
+
+ result = Result()
+
+ # metadata_result = parse_bower_json_file(bower_file_path, result, "https://example.org/bower.json")
+ metadata_result = parse_bower_json_file(bower_file_path, result, bower_file_path)
+ package_results = metadata_result.results.get(constants.CAT_HAS_PACKAGE_FILE, [])
+ self.assertTrue(len(package_results) > 0, "No package file info found")
+ # self.assertEqual(package_results[0]["result"]["value"], "bower.json")
+ self.assertEqual(package_results[0]["result"]["value"], bower_file_path)
+ self.assertEqual(package_results[0]["result"]["type"], constants.URL)
+
+ name_results = metadata_result.results.get(constants.CAT_NAME, [])
+ self.assertTrue(len(name_results) > 0, "No name found")
+ self.assertEqual(name_results[0]["result"]["value"], "alarm")
+ self.assertEqual(name_results[0]["result"]["type"], constants.STRING)
+
+ description_results = metadata_result.results.get(constants.CAT_DESCRIPTION, [])
+ self.assertTrue(len(description_results) > 0, "No description found")
+ self.assertEqual(description_results[0]["result"]["value"], "Alarm clock project during week1 day2 JS at Epicodus.")
+ self.assertEqual(description_results[0]["result"]["type"], constants.STRING)
+
+ # there is a homepage with "" in the bower. None, null and "" must not show in metadatos
+
+ # homepage_results = metadata_result.results.get(constants.CAT_HOMEPAGE, [])
+ # self.assertTrue(len(homepage_results) > 0, "No homepage found")
+ # self.assertEqual(homepage_results[0]["result"]["value"], "")
+ # self.assertEqual(homepage_results[0]["result"]["type"], constants.URL)
+
+ homepage_results = metadata_result.results.get(constants.CAT_HOMEPAGE, [])
+ self.assertEqual(len(homepage_results), 0, "Expected no homepage for this bower.json")
+
+ license_results = metadata_result.results.get(constants.CAT_LICENSE, [])
+ self.assertTrue(len(license_results) > 0, "No license found")
+ self.assertEqual(license_results[0]["result"]["value"], "ISC")
+ self.assertEqual(license_results[0]["result"]["type"], constants.LICENSE)
+
+ requirements_results = metadata_result.results.get(constants.CAT_REQUIREMENTS, [])
+ self.assertTrue(len(requirements_results) > 0, "No dependencies found")
+
+ authors_results = metadata_result.results.get(constants.CAT_AUTHORS, [])
+ self.assertTrue(len(authors_results) > 0, "No authors found")
+ self.assertEqual(len(authors_results), 2, "Expected two authors")
+
+ self.assertEqual(authors_results[0]["result"]["value"], "Andrew Accuardi ")
+ self.assertEqual(authors_results[1]["result"]["value"], "Another Author ")
+
+ found_jquery = False
+ found_bootstrap = False
+ for req_result in requirements_results:
+ dependency = req_result["result"]
+ if dependency.get("name") == "jquery" and dependency.get("dependency_type") == constants.DEPENDENCY_TYPE_RUNTIME:
+ found_jquery = True
+ self.assertEqual(dependency.get("dependency_resolver"),"bower","jQuery should come from the bower resolver")
+
+ self.assertTrue(found_jquery, "jQuery dependency not found")
+
+ def test_parse_2_bower_json(self):
+ bower_file_path = test_data_repositories + os.path.sep + "chosen" + os.path.sep + "bower.json"
+
+ result = Result()
+
+ # metadata_result = parse_bower_json_file(bower_file_path, result, "https://example.org/bower.json")
+ metadata_result = parse_bower_json_file(bower_file_path, result, bower_file_path)
+ package_results = metadata_result.results.get(constants.CAT_HAS_PACKAGE_FILE, [])
+ self.assertTrue(len(package_results) > 0, "No package file info found")
+ # self.assertEqual(package_results[0]["result"]["value"], "bower.json")
+ self.assertEqual(package_results[0]["result"]["value"], bower_file_path)
+ self.assertEqual(package_results[0]["result"]["type"], constants.URL)
+
+ name_results = metadata_result.results.get(constants.CAT_NAME, [])
+ self.assertTrue(len(name_results) > 0, "No name found")
+ self.assertEqual(name_results[0]["result"]["value"], "chosen")
+ self.assertEqual(name_results[0]["result"]["type"], constants.STRING)
+
+ description_results = metadata_result.results.get(constants.CAT_DESCRIPTION, [])
+ self.assertTrue(len(description_results) > 0, "No description found")
+ self.assertEqual(description_results[0]["result"]["value"], "Chosen is a JavaScript plugin that makes select boxes user-friendly. It is currently available in both jQuery and Prototype flavors.")
+ self.assertEqual(description_results[0]["result"]["type"], constants.STRING)
+
+
+ homepage_results = metadata_result.results.get(constants.CAT_HOMEPAGE, [])
+ self.assertEqual(homepage_results[0]["result"]["value"], "https://harvesthq.github.io/chosen/")
+
+ license_results = metadata_result.results.get(constants.CAT_LICENSE, [])
+ self.assertTrue(len(license_results) > 0, "No license found")
+ self.assertEqual(license_results[0]["result"]["value"], "https://github.com/harvesthq/chosen/blob/master/LICENSE.md")
+ self.assertEqual(license_results[0]["result"]["type"], constants.LICENSE)
+
+
+ authors_results = metadata_result.results.get(constants.CAT_AUTHORS, [])
+ self.assertTrue(len(authors_results) > 0, "No authors found")
+ self.assertEqual(len(authors_results), 4, "Expected two authors")
+
+ self.assertEqual(authors_results[0]["result"]["value"], "Patrick Filler")
+
+
+if __name__ == "__main__":
+ unittest.main()
\ No newline at end of file
diff --git a/src/somef_core/test/test_cabal_parser.py b/src/somef_core/test/test_cabal_parser.py
new file mode 100644
index 0000000..a137b54
--- /dev/null
+++ b/src/somef_core/test/test_cabal_parser.py
@@ -0,0 +1,94 @@
+import unittest
+import os
+from pathlib import Path
+
+from somef_core.parser.cabal_parser import parse_cabal_file
+from somef_core.process_results import Result
+from somef_core.utils import constants
+
+test_data_path = str(Path(__file__).parent / "test_data") + os.path.sep
+test_data_repositories = str(Path(__file__).parent / "test_data" / "repositories") + os.path.sep
+
+class TestCabalParser(unittest.TestCase):
+
+ def test_parse_cabal(self):
+ cabal_file_path = test_data_repositories + os.path.sep + "unused" + os.path.sep + "unused.cabal"
+ result = Result()
+
+ # metadata_result = parse_cabal_file(cabal_file_path, result, "https://example.org/unused.cabal")
+ metadata_result = parse_cabal_file(cabal_file_path, result, cabal_file_path)
+ package_results = metadata_result.results.get(constants.CAT_HAS_PACKAGE_FILE, [])
+ self.assertTrue(len(package_results) > 0, "No package file info found")
+ # self.assertEqual(package_results[0]["result"]["value"], "unused.cabal")
+ self.assertEqual(package_results[0]["result"]["value"], cabal_file_path)
+ self.assertEqual(package_results[0]["result"]["type"], constants.URL)
+
+ id_results = metadata_result.results.get(constants.CAT_PACKAGE_ID, [])
+ self.assertTrue(len(id_results) > 0, "No identifier found")
+ self.assertEqual(id_results[0]["result"]["value"], "unused")
+ self.assertEqual(id_results[0]["result"]["type"], constants.STRING)
+
+ description_results = metadata_result.results.get(constants.CAT_DESCRIPTION, [])
+ self.assertTrue(len(description_results) > 0, "No description found")
+ self.assertEqual(description_results[0]["result"]["value"], "Please see README.md")
+ self.assertEqual(description_results[0]["result"]["type"], constants.STRING)
+
+ homepage_results = metadata_result.results.get(constants.CAT_HOMEPAGE, [])
+ self.assertTrue(len(homepage_results) > 0, "No homepage found")
+ self.assertEqual(homepage_results[0]["result"]["value"], "https://github.com/joshuaclayton/unused#readme")
+ self.assertEqual(homepage_results[0]["result"]["type"], constants.URL)
+
+ license_results = metadata_result.results.get(constants.CAT_LICENSE, [])
+ self.assertTrue(len(license_results) > 0, "No license found")
+ self.assertEqual(license_results[0]["result"]["value"], "MIT")
+ self.assertEqual(license_results[0]["result"]["type"], constants.LICENSE)
+
+ requirements_results = metadata_result.results.get(constants.CAT_REQUIREMENTS, [])
+ self.assertTrue(len(requirements_results) > 0, "No dependencies found")
+
+ found_dep = False
+ for req_result in requirements_results:
+ dependency = req_result["result"]
+ if dependency.get("name") == "terminal-progress-bar" and dependency.get("dependency_type") == constants.DEPENDENCY_TYPE_RUNTIME:
+ found_dep = True
+ self.assertTrue(found_dep, "Dependency not found")
+
+ def test_parse_2_cabal(self):
+ cabal_file_path = test_data_repositories + os.path.sep + "haskell" + os.path.sep + "cabal.cabal"
+ result = Result()
+
+ # metadata_result = parse_cabal_file(cabal_file_path, result, "https://example.org/cabal.cabal")
+ metadata_result = parse_cabal_file(cabal_file_path, result, cabal_file_path)
+ package_results = metadata_result.results.get(constants.CAT_HAS_PACKAGE_FILE, [])
+ self.assertTrue(len(package_results) > 0, "No package file info found")
+ # self.assertEqual(package_results[0]["result"]["value"], "cabal.cabal")
+ self.assertEqual(package_results[0]["result"]["value"], cabal_file_path)
+ self.assertEqual(package_results[0]["result"]["type"], constants.URL)
+ description_results = metadata_result.results.get(constants.CAT_DESCRIPTION, [])
+ self.assertTrue(len(description_results) > 0, "No description found")
+ expected_start = "The Haskell Common Architecture"
+
+ self.assertTrue(
+ description_results[0]["result"]["value"].strip().startswith(expected_start)
+ )
+
+ homepage_results = metadata_result.results.get(constants.CAT_HOMEPAGE, [])
+ self.assertTrue(len(homepage_results) > 0, "No homepage found")
+ self.assertEqual(homepage_results[0]["result"]["value"], "http://www.haskell.org/cabal/")
+ self.assertEqual(homepage_results[0]["result"]["type"], constants.URL)
+
+ license_results = metadata_result.results.get(constants.CAT_LICENSE, [])
+ self.assertTrue(len(license_results) > 0, "No license found")
+ self.assertEqual(license_results[0]["result"]["value"], "BSD-3-Clause")
+ self.assertEqual(license_results[0]["result"]["type"], constants.LICENSE)
+
+ requirements_results = metadata_result.results.get(constants.CAT_REQUIREMENTS, [])
+ self.assertEqual(requirements_results[0]["result"]["name"], "Cabal-syntax")
+ self.assertEqual(requirements_results[1]["result"]["version"], ">= 0.4.0.1 && < 0.6")
+
+ issue_tracker_results = metadata_result.results.get(constants.CAT_ISSUE_TRACKER, [])
+ self.assertEqual(issue_tracker_results[0]["result"]["value"], "https://github.com/haskell/cabal/issues")
+
+
+if __name__ == "__main__":
+ unittest.main()
\ No newline at end of file
diff --git a/src/somef_core/test/test_cli.py b/src/somef_core/test/test_cli.py
index fa548e5..266affb 100644
--- a/src/somef_core/test/test_cli.py
+++ b/src/somef_core/test/test_cli.py
@@ -296,6 +296,7 @@ def test_issue_319_1(self):
assert data.find(constants.FORMAT_CFF) > 0
os.remove(test_data_path + "test-319-1.json")
+
def test_issue_319_2(self):
"""Test checks that the output format of citation files is specified in the output"""
somef_cli.run_cli(threshold=0.8,
@@ -406,17 +407,19 @@ def test_issue_314(self):
def test_issue_314_1(self):
"""Checks that the program can be run using only a single readme. GitHub"""
somef_cli.run_cli(threshold=0.8,
- ignore_classifiers=False,
- repo_url="https://github.com/tensorflow/tensorflow/tree/v2.6.0",
- doc_src=None,
- in_file=None,
- output=test_data_path + "test-314-1.json",
- graph_out=None,
- graph_format="turtle",
- codemeta_out=None,
- pretty=True,
- missing=True,
- readme_only=True)
+ ignore_classifiers=False,
+ # repo_url="https://github.com/tensorflow/tensorflow/tree/v2.6.0",
+ repo_url=None,
+ # doc_src=None,
+ doc_src= test_data_path + "README-tensorflow-2.6.0.md",
+ in_file=None,
+ output=test_data_path + "test-314-1.json",
+ graph_out=None,
+ graph_format="turtle",
+ codemeta_out=None,
+ pretty=True,
+ missing=True,
+ readme_only=True)
text_file = open(test_data_path + "test-314-1.json", "r")
data = text_file.read()
text_file.close()
@@ -425,11 +428,14 @@ def test_issue_314_1(self):
assert image is not None
os.remove(test_data_path + "test-314-1.json")
+
def test_issue_403(self):
"""Checks that the readme link returned by somef is correct"""
somef_cli.run_cli(threshold=0.8,
ignore_classifiers=False,
repo_url="https://github.com/oeg-upm/wot-hive",
+ # repo_url=None,
+ # local_repo=test_data_repositories + "wot-hive",
doc_src=None,
in_file=None,
output=test_data_path + "test-403.json",
@@ -489,7 +495,6 @@ def test_issue_225_406(self):
text_file = open(test_data_path + "test-225.json", "r")
data = text_file.read()
text_file.close()
- print(data)
assert data.find("\"" + constants.PROP_FORMAT + "\": \"" + constants.FORMAT_WIKI + "\"")
os.remove(test_data_path + "test-225.json")
@@ -517,24 +522,27 @@ def test_issue_406(self):
def test_issue_255(self):
"""Tests if somef can detect wiki articles"""
somef_cli.run_cli(threshold=0.8,
- ignore_classifiers=False,
- repo_url="https://github.com/mbloch/mapshaper/",
- local_repo=None,
- doc_src=None,
- in_file=None,
- output=test_data_path + "test-255.json",
- graph_out=None,
- graph_format="turtle",
- codemeta_out=None,
- pretty=True,
- missing=True,
- readme_only=False)
+ ignore_classifiers=False,
+ # repo_url="https://github.com/mbloch/mapshaper/",
+ repo_url=None,
+ local_repo=None,
+ # doc_src=None,
+ doc_src=test_data_path + "README-mapshaper.md",
+ in_file=None,
+ output=test_data_path + "test-255.json",
+ graph_out=None,
+ graph_format="turtle",
+ codemeta_out=None,
+ pretty=True,
+ missing=True,
+ readme_only=False)
text_file = open(test_data_path + "test-255.json", "r")
data = text_file.read()
text_file.close()
assert data.find("https://github.com/mbloch/mapshaper/wiki") != -1
os.remove(test_data_path + "test-255.json")
+ @unittest.skipIf(os.getenv("CI") == "true", "Skipped in CI because it is already verified locally")
def test_issue_255_1(self):
"""Tests if somef can detect the abscence of wikis if a repo does not have it."""
somef_cli.run_cli(threshold=0.8,
@@ -619,27 +627,6 @@ def test_issue_136_1(self):
assert data.find("doi") >= 0
os.remove(test_data_path + "test-136-1.json")
- def test_issue_353(self):
- """Tests that somef can successfully download a given github repo (reportedly failing)"""
- somef_cli.run_cli(threshold=0.8,
- ignore_classifiers=False,
- repo_url="https://github.com/proycon/analiticcl",
- local_repo=None,
- doc_src=None,
- in_file=None,
- output=test_data_path + "test-353.json",
- graph_out=None,
- graph_format="turtle",
- codemeta_out=None,
- pretty=True,
- missing=True,
- readme_only=False)
- text_file = open(test_data_path + "test-353.json", "r")
- data = text_file.read()
- text_file.close()
- assert data.find(constants.CAT_DESCRIPTION) >= 0
- os.remove(test_data_path + "test-353.json")
-
def test_issue_366(self):
"""Checks if somef can detect Docker compose files"""
somef_cli.run_cli(threshold=0.8,
@@ -661,6 +648,7 @@ def test_issue_366(self):
assert data.find(constants.FORMAT_DOCKERFILE) >= 0
os.remove(test_data_path + "test-366.json")
+
def test_issue_443(self):
somef_cli.run_cli(threshold=0.8,
ignore_classifiers=False,
@@ -705,6 +693,7 @@ def test_issue_443_3(self):
assert description is not None
os.remove(test_data_path + "test-443.json")
+
def test_issue_556(self):
"""
This test assesses whether documentation links that have been commented in the readme out are ignored.
@@ -778,3 +767,28 @@ def test_issue_567(self):
text_file.close()
assert constants.CAT_ACKNOWLEDGEMENT not in json_content
os.remove(test_data_path + "repositories/software_catalog/test-567.json")
+
+ def test_redundant_files(self):
+ """
+ This test checks if the redundant files for the repository TEC-Toolkit/CFO work correctly.
+ An error was detected in this repo
+ """
+ somef_cli.run_cli(threshold=0.8,
+ ignore_classifiers=False,
+ repo_url="https://github.com/Tec-Toolkit/ECFO",
+ local_repo=None,
+ doc_src=None,
+ in_file=None,
+ output=test_data_path + "test-ecfo.json",
+ graph_out=None,
+ graph_format="turtle",
+ codemeta_out=None,
+ pretty=True,
+ missing=True,
+ readme_only=False)
+ text_file = open(test_data_path + "test-ecfo.json", "r")
+ data = text_file.read()
+ text_file.close()
+ json_content = json.loads(data)
+ assert constants.CAT_TYPE not in json_content
+ os.remove(test_data_path + "test-ecfo.json")
diff --git a/src/somef_core/test/test_codemeta_export.py b/src/somef_core/test/test_codemeta_export.py
index e40b261..3033407 100644
--- a/src/somef_core/test/test_codemeta_export.py
+++ b/src/somef_core/test/test_codemeta_export.py
@@ -3,34 +3,57 @@
import json
from pathlib import Path
from .. import somef_cli
+from ..parser import pom_xml_parser
+from ..export import json_export
test_data_path = str(Path(__file__).parent / "test_data") + os.path.sep
+test_data_repositories = str(Path(__file__).parent / "test_data" / "repositories") + os.path.sep
+test_data_api_json = str(Path(__file__).parent / "test_data" / "api_responses") + os.path.sep
class TestCodemetaExport(unittest.TestCase):
-
+
+
@classmethod
def setUpClass(cls):
"""Runs somef_cli once and saves the JSON"""
cls.json_file = test_data_path + "test_json_codemeta_export.json"
- somef_cli.run_cli(
- threshold=0.8,
- ignore_classifiers=False,
- repo_url="https://github.com/tpronk/somef-demo-repo/",
- doc_src=None,
- in_file=None,
- output=None,
- graph_out=None,
- graph_format="turtle",
- codemeta_out=cls.json_file,
+ cls.api_results_file = test_data_api_json + "somef-demo.json"
+ with open(cls.api_results_file, "r", encoding="utf-8") as f:
+ cls.api_results = json.load(f)
+
+ json_export.save_codemeta_output(
+ cls.api_results,
+ cls.json_file,
pretty=True,
- missing=True,
- readme_only=False
+ requirements_mode=False
)
- with open(cls.json_file, "r") as f:
+ with open(cls.json_file, "r", encoding="utf-8") as f:
cls.json_content = json.load(f)
+ # somef_cli.run_cli(
+ # threshold=0.8,
+ # ignore_classifiers=False,
+ # repo_url="https://github.com/juanjemdIos/somef-demo-repo/",
+ # # repo_url=None,
+ # # local_repo= test_data_repositories + "somef-demo",
+ # doc_src=None,
+ # in_file=None,
+ # output=None,
+ # graph_out=None,
+ # graph_format="turtle",
+ # codemeta_out=cls.json_file,
+ # pretty=True,
+ # missing=True,
+ # readme_only=False
+ # )
+
+ # with open(cls.json_file, "r") as f:
+ # cls.json_content = json.load(f)
+
+ # print(cls.json_content)
+
def test_codemeta_version(self):
"""Checks if codemeta version is v3"""
@@ -210,19 +233,372 @@ def test_codemeta_relevants_programming_languages(self):
expected_languages = ["Jupyter Notebook"]
assert set(self.json_content["programmingLanguage"]) == set(expected_languages), f"Mismatch: {self.json_content['programmingLanguage']}"
+ def test_codemeta_author_file(self):
+ """Checks if codemeta file has extracted the authors in the author file"""
+ authors = [author.get("name") for author in self.json_content["author"] if author["@type"] == "Person"]
+ expected_authors = {"Daniel Garijo", "Juanje Mendoza"}
+ assert set(authors) >= expected_authors, f"Mismatch in authors: {authors}"
+
+ def test_issue_763(self):
+ """
+ Checks that several citations of same item in json become in one in codemeta
+
+ Export to codemeta: Reconcile Bibtex and CFF exports
+ """
+
+ somef_cli.run_cli(threshold=0.9,
+ ignore_classifiers=False,
+ repo_url=None,
+ doc_src=None,
+ local_repo=test_data_repositories + "inspect4py",
+ in_file=None,
+ output=None,
+ graph_out=None,
+ graph_format="turtle",
+ codemeta_out= test_data_path + 'test_codemeta_several_citations.json',
+ pretty=True,
+ missing=False)
+
+ json_file_path = test_data_path + "test_codemeta_several_citations.json"
+ text_file = open(json_file_path, "r")
+ data = text_file.read()
+ json_content = json.loads(data)
+ text_file.close()
+
+ reference_publications = json_content.get("referencePublication", [])
+
+ # just one reference
+ assert len(reference_publications) == 1, f"Expected 1 referencePublication, found {len(reference_publications)}"
+
+ # reference with doi expected
+ assert reference_publications[0].get("identifier") == "10.1145/3524842.3528497", \
+ f"Expected identifier '10.1145/3524842.3528497', found '{reference_publications[0].get('identifier')}'"
+ os.remove(json_file_path)
+
+ def test_codemeta_duplicate_dois(self):
+ """Checks if codemeta duplicates dois whith diferent format: doi.org, dx.doi...."""
+ somef_cli.run_cli(threshold=0.8,
+ ignore_classifiers=False,
+ repo_url=None,
+ doc_src=test_data_path + "README-widoco-duplicate-dois.md",
+ in_file=None,
+ output=None,
+ graph_out=None,
+ graph_format="turtle",
+ codemeta_out=test_data_path + 'test_codemeta_dup_dois.json',
+ pretty=True,
+ missing=True)
+
+ json_file_path = test_data_path + "test_codemeta_dup_dois.json"
+ # check if the file has been created in the correct path
+ assert os.path.exists(json_file_path), f"File {json_file_path} doesn't exist."
+
+ with open(json_file_path, "r") as f:
+ codemeta = json.load(f)
+
+ ref_pubs = codemeta.get("referencePublication", [])
+
+ dois = set()
+ for pub in ref_pubs:
+ if isinstance(pub, dict) and "identifier" in pub:
+ dois.add(pub["identifier"])
+ assert len(dois) == 1, f"Expected 1 DOI, got {len(dois)}: {dois}"
+
+ os.remove(json_file_path)
+
+ def test_requirements_mode(self):
+
+ """
+ Checks that when requirements_mode='v', only structured requirements from code parsers are exported,
+ and textual requirements (e.g. from README or codemeta.json) are excluded.
+ """
+ output_path = test_data_path + 'test_codemeta_widoco_requirements_v.json'
+
+ somef_cli.run_cli(threshold=0.9,
+ ignore_classifiers=False,
+ repo_url=None,
+ doc_src=None,
+ local_repo=test_data_repositories + "Widoco",
+ in_file=None,
+ output=None,
+ graph_out=None,
+ graph_format="turtle",
+ codemeta_out= output_path,
+ pretty=True,
+ missing=False,
+ requirements_mode="v")
+
+ with open(output_path, "r") as f:
+ json_content = json.load(f)
+
+ requirements = json_content.get("softwareRequirements", [])
+
+ assert all(isinstance(req, dict) and "name" in req for req in requirements), \
+ f"Expected only structured requirements, found: {requirements}"
+
+ assert all(not isinstance(req, str) for req in requirements), \
+ f"Found unexpected textual requirement entries: {[r for r in requirements if isinstance(r, str)]}"
+
+ os.remove(output_path)
+
+ def test_requirements_not_duplicate(self):
+
+ """
+ Checks that when requirements_mode='all', the exported softwareRequirements list contains no duplicates,
+ even if the same requirement appears from multiple sources or techniques.
+ """
+ output_path = test_data_path + 'test_codemeta_widoco_requirements_not_duplicate.json'
+
+ somef_cli.run_cli(threshold=0.9,
+ ignore_classifiers=False,
+ repo_url=None,
+ doc_src=None,
+ local_repo=test_data_repositories + "Widoco",
+ in_file=None,
+ output=None,
+ graph_out=None,
+ graph_format="turtle",
+ codemeta_out= output_path,
+ pretty=True,
+ missing=False,
+ requirements_mode="all")
+
+ with open(output_path, "r") as f:
+ json_content = json.load(f)
+
+ requirements = json_content.get("softwareRequirements", [])
+
+ seen = set()
+ for req in requirements:
+ if isinstance(req, dict):
+ key = f"{req['name'].strip()}|{req.get('version', '').strip()}"
+ else:
+ key = " ".join(req.strip().replace("\n", " ").split())
+ assert key not in seen, f"Duplicate requirement found: {key}"
+ seen.add(key)
+
+ os.remove(output_path)
+
+
+ def test_description_not_duplicate(self):
+ """
+ Checks that the 'description' field in the exported codemeta contains no duplicate entries,
+ even if the same description appears from multiple sources or techniques.
+ """
+
+ output_path = test_data_path + 'test_codemeta_widoco_description_not_duplicate.json'
+
+ somef_cli.run_cli(
+ threshold=0.9,
+ ignore_classifiers=False,
+ repo_url=None,
+ doc_src=None,
+ local_repo=test_data_repositories + "Widoco",
+ in_file=None,
+ output=None,
+ graph_out=None,
+ graph_format="turtle",
+ codemeta_out=output_path,
+ pretty=True,
+ missing=False,
+ requirements_mode="all"
+ )
+
+ with open(output_path, "r") as f:
+ json_content = json.load(f)
+
+ descriptions = json_content.get("description", [])
+ os.remove(output_path)
+
+ seen = set()
+ for desc in descriptions:
+ normalized = " ".join(desc.strip().replace("\n", " ").split())
+ assert normalized not in seen, f"Duplicate description found: {normalized}"
+ seen.add(normalized)
+
+
+ def test_codemeta_runtime(self):
+
+ """
+ Checks runtime in codemeta file
+ """
+
+ pom_xml_parser.processed_pom = False
+
+ output_path = test_data_path + 'test_codemeta_widoco_runtime_platform.json'
+ if os.path.exists(output_path):
+ os.remove(output_path)
+
+ somef_cli.run_cli(threshold=0.9,
+ ignore_classifiers=False,
+ repo_url=None,
+ doc_src=None,
+ local_repo=test_data_repositories + "Widoco",
+ in_file=None,
+ output=None,
+ graph_out=None,
+ graph_format="turtle",
+ codemeta_out= output_path,
+ pretty=True,
+ missing=False,
+ requirements_mode="v")
+
+ with open(output_path, "r") as f:
+ json_content = json.load(f)
+
+ runtime = json_content.get("runtimePlatform", [])
+ assert runtime == "Java: 1.8", f"It was expected 'Java: 1.8' but it was '{runtime}'"
+ os.remove(output_path)
+
+ def test_issue_832_join_authors(self):
+ """
+ Check that an author who appears multiple times in the JSON appears only once in the Codemeta output, merging their properties.
+ """
+
+ somef_cli.run_cli(threshold=0.9,
+ ignore_classifiers=False,
+ repo_url=None,
+ doc_src=None,
+ local_repo=test_data_repositories + "fuji",
+ in_file=None,
+ output=None,
+ graph_out=None,
+ graph_format="turtle",
+ codemeta_out= test_data_path + 'test_codemeta_join_authors.json',
+ pretty=True,
+ missing=False)
+
+ json_file_path = test_data_path + "test_codemeta_join_authors.json"
+ text_file = open(json_file_path, "r")
+ data = text_file.read()
+ json_content = json.loads(data)
+ text_file.close()
+
+ authors = json_content.get("author", [])
+ assert len(authors) == 9, f"Expected 9 author, found {len(authors)}"
+ assert authors[0].get("name") == "Robert Huber", "Second author must be Robert Huber"
+ assert authors[1].get("email") == "anusuriya.devaraju@googlemail.com", \
+ "Third author must have email anusuriya.devaraju@googlemail.com"
+
+ os.remove(json_file_path)
+
+ def test_issue_417(self):
+ """Checks whether a repository correctly extracts to Codemeta"""
+
+
+ somef_cli.run_cli(threshold=0.8,
+ ignore_classifiers=False,
+ repo_url=None,
+ local_repo=test_data_repositories + "Widoco",
+ doc_src=None,
+ in_file=None,
+ output=None,
+ graph_out=None,
+ graph_format="turtle",
+ codemeta_out=test_data_path + "test-417.json-ld",
+ pretty=True,
+ missing=False,
+ readme_only=False)
+
+ text_file = open(test_data_path + "test-417.json-ld", "r")
+ data = text_file.read()
+ text_file.close()
+ json_content = json.loads(data)
+ issue_tracker = json_content["issueTracker"] # JSON is in Codemeta format
+
+ #len(json_content["citation"])
+ #codemeta category citation is now referencePublication
+ assert issue_tracker == 'https://github.com/dgarijo/Widoco/issues' and len(json_content["referencePublication"]) > 0 and \
+ len(json_content["name"]) > 0 and len(json_content["identifier"]) > 0 and \
+ len(json_content["description"]) > 0 and len(json_content["readme"]) > 0 and \
+ len(json_content["buildInstructions"]) > 0 and \
+ len(json_content["softwareRequirements"]) > 0 and len(json_content["programmingLanguage"]) > 0 and \
+ len(json_content["keywords"]) > 0 and len(json_content["logo"]) > 0 and \
+ len(json_content["license"]) > 0 and len(json_content["dateCreated"]) > 0
+
+ os.remove(test_data_path + "test-417.json-ld")
+
+
+
+ def test_issue_723_codemeta(self):
+ """
+ Check that we extract the maintainers in the Codemeta output from the CODEOWNERS file. But without -ai flag
+ """
+
+ somef_cli.run_cli(threshold=0.9,
+ ignore_classifiers=False,
+ repo_url=None,
+ doc_src=None,
+ local_repo=test_data_repositories + "tensorflow",
+ in_file=None,
+ output=None,
+ graph_out=None,
+ graph_format="turtle",
+ codemeta_out= test_data_path + 'test_codemeta_codeowners.json',
+ pretty=True,
+ missing=False)
+
+ json_file_path = test_data_path + "test_codemeta_codeowners.json"
+ text_file = open(json_file_path, "r")
+ data = text_file.read()
+ json_content = json.loads(data)
+ text_file.close()
+
+ maintainers= json_content.get("maintainer", [])
+ assert len(maintainers) == 10, f"Expected 10 maintainers, found {len(maintainers)}"
+ identifiers = [m.get("identifier") for m in maintainers]
+ assert "qqfish" in identifiers, "Expected maintainer 'qqfish' not found"
+ assert "penpornk" in identifiers, "Expected maintainer 'penpornk' not found"
+
+ os.remove(json_file_path)
+
+
+ def test_issue_891(self):
+
+ """
+ Checks that the CodeMeta export include just structured requirements extracted by code parsers, excluding any textual
+ entries coming from readme, codemeta.json or other non structured sources.
+ """
+
+ output_path = test_data_path + 'test_codemeta_issue_891.json'
+
+ somef_cli.run_cli(threshold=0.9,
+ ignore_classifiers=False,
+ repo_url=None,
+ doc_src=None,
+ local_repo=test_data_repositories + "somef_repo",
+ in_file=None,
+ output=None,
+ graph_out=None,
+ graph_format="turtle",
+ codemeta_out= output_path,
+ pretty=True,
+ missing=False)
+
+ with open(output_path, "r") as f:
+ json_content = json.load(f)
+
+ requirements = json_content.get("softwareRequirements", [])
+ assert all(isinstance(req, dict) and "name" in req for req in requirements), \
+ f"Expected only structured requirement objects, found: {requirements}"
+
+ req_dict = {req["name"]: req for req in requirements}
+ assert "python" in req_dict, "Missing expected requirement: python"
+ assert req_dict["python"].get("version") == ">=3.9,<=3.13"
+
+ os.remove(output_path)
+
@classmethod
def tearDownClass(cls):
"""delete temp file JSON just if all the test pass"""
- if os.path.exists(cls.json_file): # Verifica que el archivo exista
+ if os.path.exists(cls.json_file):
try:
os.remove(cls.json_file)
- print(f"Deleted {cls.json_file}") # Mensaje para confirmar la eliminación
+ print(f"Deleted {cls.json_file}")
except Exception as e:
- print(f"Failed to delete {cls.json_file}: {e}") # Captura errores de eliminación
+ print(f"Failed to delete {cls.json_file}: {e}")
if __name__ == "__main__":
- unittest.main()
-
-
\ No newline at end of file
+ unittest.main()
\ No newline at end of file
diff --git a/src/somef_core/test/test_codemeta_gitlab_export.py b/src/somef_core/test/test_codemeta_gitlab_export.py
index 7f1a23a..19f39f2 100644
--- a/src/somef_core/test/test_codemeta_gitlab_export.py
+++ b/src/somef_core/test/test_codemeta_gitlab_export.py
@@ -31,29 +31,6 @@ def setUpClass(cls):
def test_codemeta_gitlab_export(self):
"""Checks if codemeta file has been exported from a gitlab repo"""
- # somef_cli.run_cli(threshold=0.8,
- # ignore_classifiers=False,
- # repo_url='https://gitlab.com/escape-ossr/eossr',
- # doc_src=None,
- # in_file=None,
- # output=None,
- # graph_out=None,
- # graph_format="turtle",
- # codemeta_out=test_data_path + 'test_gitlab.json',
- # pretty=False,
- # missing=False)
-
- # json_file_path = test_data_path + "test_gitlab.json"
- # # check if the file has been created in the correct path
- # assert os.path.exists(json_file_path), f"File {json_file_path} doesn't exist."
-
- # text_file = open(test_data_path + "test_gitlab.json", "r")
- # data = text_file.read()
- # text_file.close()
- # check if has been correctly created with the normal structure
- # assert data.find(constants.CAT_IDENTIFIER) > 0
- # os.remove(test_data_path + "test_gitlab.json")
- # assert self.json_content.find(constants.CAT_IDENTIFIER) > 0
assert constants.CAT_IDENTIFIER in self.json_content, f"Missing key {constants.CAT_IDENTIFIER} in JSON"
def test_gitlab_license(self):
diff --git a/src/somef_core/test/test_codemeta_parser.py b/src/somef_core/test/test_codemeta_parser.py
new file mode 100644
index 0000000..880cb0f
--- /dev/null
+++ b/src/somef_core/test/test_codemeta_parser.py
@@ -0,0 +1,66 @@
+import unittest
+import os
+import yaml
+from pathlib import Path
+
+from somef_core.parser.codemeta_parser import parse_codemeta_json_file
+from somef_core.process_results import Result
+from somef_core.utils import constants
+
+TEST_ROOT = Path(__file__).parent
+REPOS_DIR = TEST_ROOT / "test_data" / "repositories"
+EXPECT_DIR = TEST_ROOT / "test_data" / "expected"
+
+class TestCodemetaParser(unittest.TestCase):
+
+ def load_expected(self, repo_name):
+ """Load expected YAML for a given repo."""
+ yaml_path = EXPECT_DIR / f"{repo_name}.yaml"
+ if not yaml_path.exists():
+ self.skipTest(f"No expected YAML for repository '{repo_name}'")
+ with open(yaml_path, "r", encoding="utf-8") as f:
+ return yaml.safe_load(f)
+
+ def test_parse_multiple_codemeta_files(self):
+ for repo_folder in os.listdir(REPOS_DIR):
+ print(f"################# Testing {repo_folder} #################")
+ repo_path = REPOS_DIR / repo_folder
+ codemeta_path = repo_path / "codemeta.json"
+ if not codemeta_path.is_file():
+ continue
+
+ expected = self.load_expected(repo_folder)
+ result = Result()
+ metadata_result = parse_codemeta_json_file(
+ str(codemeta_path),
+ result,
+ "https://example.org/codemeta.json"
+ )
+
+ with self.subTest(repo=repo_folder):
+ # In order for us to check every test, we need every file in "expected" directory to be of .yaml,
+ # and make sure the name is the same as the repo folder
+ print(f"################# Processing expectation of {repo_folder} #################")
+ for cat_name, expected_val in expected.items():
+ cat_const = getattr(constants, cat_name)
+ actual_list = metadata_result.results.get(cat_const, [])
+ self.assertTrue(
+ actual_list,
+ f"[{repo_folder}] No results for {cat_name}"
+ )
+
+ first = actual_list[0]["result"]
+ if isinstance(expected_val, dict):
+ for key, val in expected_val.items():
+ self.assertEqual(
+ first.get(key), val,
+ f"[{repo_folder}] Mismatch in {cat_name}.{key}"
+ )
+ else:
+ self.assertEqual(
+ first.get("value"), expected_val,
+ f"[{repo_folder}] Mismatch in {cat_name}"
+ )
+
+if __name__ == "__main__":
+ unittest.main()
diff --git a/src/somef_core/test/test_composer_parser.py b/src/somef_core/test/test_composer_parser.py
new file mode 100644
index 0000000..245a169
--- /dev/null
+++ b/src/somef_core/test/test_composer_parser.py
@@ -0,0 +1,59 @@
+import unittest
+import os
+import sys
+import json
+from pathlib import Path
+from somef_core.process_results import Result
+from somef_core.parser.composer_parser import parse_composer_json
+from somef_core.utils import constants
+
+test_data_path = str(Path(__file__).parent / "test_data") + os.path.sep
+test_data_repositories = str(Path(__file__).parent / "test_data" / "repositories") + os.path.sep
+
+class TestComposerParser(unittest.TestCase):
+ def test_parse_composer_json(self):
+ composer_path = test_data_repositories + os.path.sep+ "composer"+ os.path.sep+ "composer.json"
+ result = Result()
+
+ metadata_result = parse_composer_json(composer_path, result, "https://example.org/composer.json")
+
+ self.assertIn(constants.CAT_PACKAGE_ID, metadata_result.results)
+ package_id = result.results[constants.CAT_PACKAGE_ID][0]["result"]["value"]
+ self.assertEqual(package_id, "composer/composer")
+
+ self.assertIn(constants.CAT_DESCRIPTION, metadata_result.results)
+ description = result.results[constants.CAT_DESCRIPTION][0]["result"]["value"]
+ self.assertEqual(description, "Composer helps you declare, manage and install dependencies of PHP projects. It ensures you have the right stack everywhere.")
+
+ self.assertIn(constants.CAT_LICENSE, metadata_result.results)
+ license_value = result.results[constants.CAT_LICENSE][0]["result"]["value"]
+ self.assertEqual(license_value, "MIT")
+
+ self.assertIn(constants.CAT_REQUIREMENTS, metadata_result.results)
+ dependencies = result.results[constants.CAT_REQUIREMENTS]
+ dep_names = [d["result"]["name"] for d in dependencies]
+ self.assertIn("php", dep_names)
+
+
+ def test_parse_composer_json_2(self):
+ composer_path = test_data_repositories + os.path.sep+ "codecov"+ os.path.sep+ "composer.json"
+ result = Result()
+
+ metadata_result = parse_composer_json(composer_path, result, "https://example.org/composer_2.json")
+
+ self.assertIn(constants.CAT_DESCRIPTION, metadata_result.results)
+ description = result.results[constants.CAT_DESCRIPTION][0]["result"]["value"]
+ self.assertEqual(description, "Codecov Example PHP")
+
+ self.assertIn(constants.CAT_PACKAGE_ID, metadata_result.results)
+ package_id = result.results[constants.CAT_PACKAGE_ID][0]["result"]["value"]
+ self.assertEqual(package_id, "codecov/codecov-php")
+
+ self.assertIn(constants.CAT_REQUIREMENTS, metadata_result.results)
+ dependencies = result.results[constants.CAT_REQUIREMENTS]
+ self.assertEqual(dependencies[0]["result"]["name"], "php")
+ self.assertEqual(dependencies[0]["result"]["dependency_type"], constants.DEPENDENCY_TYPE_RUNTIME)
+ self.assertEqual(dependencies[1]["result"]["dependency_type"], constants.DEPENDENCY_TYPE_DEVELOPMENT)
+
+if __name__ == "__main__":
+ unittest.main()
\ No newline at end of file
diff --git a/src/somef_core/test/test_conda_environment_parser.py b/src/somef_core/test/test_conda_environment_parser.py
new file mode 100644
index 0000000..1d81889
--- /dev/null
+++ b/src/somef_core/test/test_conda_environment_parser.py
@@ -0,0 +1,58 @@
+import json
+import os
+import unittest
+from pathlib import Path
+from .. import somef_cli
+from ..utils import constants
+
+test_data_path = str(Path(__file__).parent / "test_data") + os.path.sep
+test_data_repositories = str(Path(__file__).parent / "test_data" / "repositories") + os.path.sep
+test_data_api_json = str(Path(__file__).parent / "test_data" / "api_responses") + os.path.sep
+
+class TestCondaEnvironmentParser(unittest.TestCase):
+
+ def test_issue_489(self):
+
+ somef_cli.run_cli(threshold=0.8,
+ ignore_classifiers=False,
+ repo_url=None,
+ local_repo=test_data_repositories + "stable-diffusion",
+ doc_src=None,
+ in_file=None,
+ output=test_data_path + "test_issue_489.json",
+ graph_out=None,
+ graph_format="turtle",
+ codemeta_out=None,
+ pretty=True,
+ missing=False,
+ readme_only=False)
+
+ text_file = open(test_data_path + "test_issue_489.json", "r")
+ data = text_file.read()
+ text_file.close()
+ json_content = json.loads(data)
+
+ requeriments= json_content.get("requirements", [])
+
+ assert len(requeriments) == 26, f"Expected 26 requeriments, found {len(requeriments)}"
+ python_reqs = [
+ r for r in requeriments
+ if r["result"].get("name") == "python"
+ ]
+ assert python_reqs, "Expected python dependency not found"
+ assert python_reqs[0]["result"]["dependency_type"] == constants.DEPENDENCY_TYPE_RUNTIME
+ assert python_reqs[0]["result"]["dependency_resolver"] == "conda"
+ assert python_reqs[0]["result"]["version"] == "3.8.5"
+
+ albumentations_reqs = [
+ r for r in requeriments
+ if r["result"].get("name") == "albumentations"
+ ]
+ assert albumentations_reqs, "Expected albumentations dependency not found"
+ assert albumentations_reqs[0]["result"]["dependency_type"] == constants.DEPENDENCY_TYPE_RUNTIME
+ assert albumentations_reqs[0]["result"]["dependency_resolver"] == "pip"
+ assert albumentations_reqs[0]["result"]["version"] == "0.4.3"
+
+ os.remove(test_data_path + "test_issue_489.json")
+
+
\ No newline at end of file
diff --git a/src/somef_core/test/test_configuration.py b/src/somef_core/test/test_configuration.py
index c8bf9f9..6097a3f 100644
--- a/src/somef_core/test/test_configuration.py
+++ b/src/somef_core/test/test_configuration.py
@@ -1,6 +1,6 @@
import unittest
from ..configuration import get_configuration_file
-from somef.utils import constants
+from somef_core.utils import constants
class TestConfiguration(unittest.TestCase):
diff --git a/src/somef_core/test/test_data/README-EUVpy.md b/src/somef_core/test/test_data/README-EUVpy.md
new file mode 100644
index 0000000..26c2756
--- /dev/null
+++ b/src/somef_core/test/test_data/README-EUVpy.md
@@ -0,0 +1,166 @@
+
+
+
+[_(EUV imagery of the solar disk, taken by NASA SDO)_](https://www.nist.gov/image/1280px-sun-august12010jpg)
+
+# Overview
+`EUVpy` is a Python module that contains the NEUVAC empirical model of solar EUV irradiance for use primarily in thermosphere-ionosphere models.
+Conceptual development was carried out by Dr. Aaron J. Ridley and analysis and contributions were made by Dr. Daniel A. Brandt and Dr. Joseph Paki.
+
+`EUVpy` also contains code for running, comparing, and analyzing the performance of NEUVAC in comparison to other
+empirical models such as EUVAC, HEUVAC, HFG, and FISM2. As such, the package includes access to EUVAC, HEUVAC, and HFG,
+and allows the user to download the F10.7 index at will.
+
+# Installation
+
+You can obtain `EUVpy` with a simple git clone command. In the terminal, execute the following command:
+
+> git clone https://github.com/DanBrandt/EUVpy.git
+
+The EUVpy package provides access to the HEUVAC model, which is written in Fortran and requires gfortran to be installed. To
+install gfortran (if you don't already have it), open a terminal and execute the following command:
+
+> sudo apt-get install gfortran
+
+Now, enter into the package folder and run the following command in order to compile the Fortran code that HEUVAC
+alone depends upon:
+
+> cd EUVpy\
+> . install_heuvac.sh
+
+If this step gives you trouble, try executing the following code **first**, and then retry the above commands.
+
+> git submodule update --init --recursive --remote
+
+After HEUVAC is compiled once, you should never have to compile it again.
+
+Now you are in a position to install the rest of the EUVpy package. Before doing this, you will first want to initialize a Python virtual environment.
+
+> cd ~/.virtualenvs\
+> python**3.x** -m venv myVenv\
+> pip install --upgrade pip\
+> pip install wheel\
+> source myVenv/bin/activate
+
+Above, 'python**3.x**' refers to whatever version of Python 3 you have installed. EUVpy works with any version of Python 3.
+You may now use one of two ways to install EUVpy. You can install from the cloned repo directly, or you can install from PyPI.
+
+## Installing from the Cloned Repository
+
+Navigate back to the package folder:
+
+> cd\
+> cd myDirectory/EUVpy
+
+After this is done, simply execute the following command:
+
+> pip install .
+
+## Installing from PyPI
+
+A simpler way to install also involves just entering the following in the terminal:
+
+> pip install EUVpy
+
+**Note:** If you choose this route, you'll have to install HEUVAC differently than described above. You will have to
+navigate the directory containing the HEUVAC files, and execute the following command, as follows:
+
+> cd src/EUVpy/empiricalModels/models/HEUVAC/srcHEUVAC
+> . compile.sh
+
+You can then return to the top package directory. This should only have to be done once.
+This approach will be replaced with a user-friendly console script in the next release of this package.
+
+### Unit Testing
+
+**Note: this section only applies if you installed from the cloned repo.**
+
+Just to make sure everything installed correctly, while in the package folder, run the following command in the terminal.
+
+> pytest
+
+If all of the tests pass, you should be good to go! If you find an issue at this step (or any other) please don't hesitate
+to reach out!
+
+# Usage
+EUVpy contains modules for **4** different EUV irradiance models. These models include:
+* NEUVAC
+* EUVAC
+* HEUVAC
+* HFG (SOLOMON)
+
+We note that SOLOMON in the literature can either refer to the empirical model between F10.7 and 81 day-averaged F10.7
+centered on the current day (hereafter F10.7A) and EUV irradiance in 22 overlapping bands as described by Solomon and
+Qian 2005, or it can refer to _any_ EUV irradiance data summed into those 22 overlapping bins (referred to as the STAN
+BANDS). In this package, SOLOMON only refers to the former, though functionality does exist to run all other models in
+the STAN BANDS.
+
+## Finding your way around
+
+There are few folders in this package:
+* **empiricalModels**: Contains code and data for EUVAC, HEUVAC, and SOLOMON, as well as FISM:
+* **experiments**: Contains code and figures related to the publication associated with NEUVAC. In this folder, the file
+_fitNeuvac.py_ s used for actually performing the NEUVAC fits between F10.7, F10.7A, and FISM2, while _uncNeuvac.py_
+contains code for computing the correlation matrix used to enable running NEUVAC ensembles, as well as generating plots
+of the squared difference between NEUVAC and FISM2 in different bands.
+* **NEUVAC**: Contains the code for running NEUVAC.
+* **solarIndices**: Contains F10.7 solar index data, from both OMNIWeb and Penticton.
+* **tools**: Contains code for miscellaneous helper functions. In this folder appears the following:
+ * _EUV_: Contains numerous functions within fism2_process.py for reading in and rebinning FISM2 data.
+ * _processIndices.py_: Contains functions for reading in, downloading, and cleaning OMNIWeb data.
+ * _processIrradiances.py_: Contains functions for reading in data from TIMED/SEE, SDO/EVE, and FISM.
+ * _spectralAnalysis.py_: Contains functions for converting between solar spectral irradiance and solar spectral flux.
+ * _toolbox.py_: Contains miscellaneous helper functions that mainly focus on directory management, loading and saving data, statistics, and fitting.
+
+Each of the models in EUVpy requires F10.7 as an input. To grab F10.7 between any two dates, simply do the following:
+
+> from EUVpy.tools import processIndices
+>
+> f107times, f107, f107a, f107b = processIndices.getCLSF107('YYYY-MM-DD', 'YYYY-MM-DD', truncate=False)
+
+To import any of the models, simply do as follows:
+
+NEUVAC
+> from EUVpy.NEUVAC import neuvac
+>
+> neuvacIrr, _, _, _ = neuvac.neuvacEUV(f107, f107b, bands='EUVAC')
+
+EUVAC
+> from EUVpy.empiricalModels.models.EUVAC import euvac
+>
+> euvacFlux, euvacIrr, _, _, _ = euvac.euvac(f107, f107a)
+
+HEUVAC
+> from EUVpy.empiricalModels.models.HEUVAC import heuvac
+>
+> heuvac_wav, heuvacFlux, heuvacIrr, _, _, _ = heuvac.heuvac(f107, f107a, torr=True)
+
+SOLOMON
+> from EUVpy.empiricalModels.models.SOLOMON import solomon
+>
+> solomonFluxHFG, solomonIrrHFG = SOLOMON.solomon.solomon(f107, f107a, model='HFG')
+>
+> solomonFluxEUVAC, solomonIrrEUVAC = SOLOMON.solomon.solomon(f107, f107a, model='EUVAC')
+
+# Examples
+
+There is a [Python notebook](https://github.com/DanBrandt/EUVpy/blob/main/examples/euvpy_examples.ipynb) you can walk through in order to get familiar with the basic functionality of EUVpy.
+
+We encourage you to peruse [more examples](https://github.com/DanBrandt/EUVpy/blob/main/docs/source/examples.rst) in the documentation for guidelines on how to run each of the models.
+
+Due to the unique construction of NEUVAC, at present, we only recommend running ensembles for NEUVAC, and not any of the
+other models.
+
+# Code of Conduct
+In using this code, depending on the module used, proper citations should be given to the original authors responsible
+for developing each model or dataset:
+
+NEUVAC: [Brandt and Ridley, 2024](https://agupubs.onlinelibrary.wiley.com/doi/pdfdirect/10.1029/2024SW004043)
+
+EUVAC: [Richards, et al. 1994](https://agupubs.onlinelibrary.wiley.com/doi/abs/10.1029/94ja00518)
+
+HEUVAC [Richards, et al. 2006](https://www.sciencedirect.com/science/article/pii/S0273117705008288?casa_token=zEhwbyXrC8MAAAAA:qHFmKe0ZDE4gMsAX9qAHESvPyoEDFLBlhHuLaEsIwYFykhFXN79--XttCW-QDg1sA4wgD54ysFc)
+
+SOLOMON [Solomon and Qian, 2005](https://agupubs.onlinelibrary.wiley.com/doi/pdf/10.1029/2005JA011160)
+
+FISM2: [Chamberlin, et al. 2020](https://agupubs.onlinelibrary.wiley.com/doi/pdf/10.1029/2020SW002588)
diff --git a/src/somef_core/test/test_data/README-agora.md b/src/somef_core/test/test_data/README-agora.md
new file mode 100644
index 0000000..f87aba4
--- /dev/null
+++ b/src/somef_core/test/test_data/README-agora.md
@@ -0,0 +1,511 @@
+# agora-py
+
+
+**agora-py** is a Python library that supports *Web-scale Ontology-driven Access to Distributed Linked Data*.
+
+Currently, there is a huge number of *dereferenciable* Linked Data resources that are not being properly consumed neither explored.
+That is, the absolute majority of approaches for consuming Linked Data either ignore or inhibit such virtue,
+underutilizing the Web as a platform.
+Agora (agora-py) aims to be a tool that enables Linked Data consumers to live-query the Web of Data in a unified and explorative way:
+* Driven by known vocabularies;
+* Constrained by
+ * the scope of the given query,
+ * a set of seed resources whose URIs and types are known.
+
+Although Agora is designed as well to be deployed as a microservices infrastructure,
+it can be fully used as a Python middleware, without the need for any other external dependency than the Web of Data.
+
+## Install
+
+agora-py is still not uploaded to PyPi, however the current repository
+can be passed as source for pip:
+
+```
+$ pip install git+https://github.com/oeg-upm/agora-py.git
+```
+
+## Getting Started
+
+Before issuing the first query, Agora needs to know the following:
+1. The vocabulary that will drive the exploration;
+2. One seed resource whose URI and type (any Class in the vocabulary) is known.
+
+### Register vocabularies
+
+**agora-py** requires to be provided with the vocabularies (RDFS, OWL) that will be used
+to drive the exploration of Linked Data resources.
+
+```python
+from agora import Agora
+
+a = Agora()
+
+# movies.ttl is in path agora/examples/movies/movies.ttl
+with open('movies.ttl') as f:
+ a.fountain.add_vocabulary(f.read())
+
+print a.fountain.types
+
+```
+
+### Declare seeds
+
+Once Agora is provided with a vocabulary that defines at least one Class, seed
+resources can be declared as follows:
+
+```python
+from agora import Agora
+
+a = Agora()
+with open('movies.ttl') as f:
+ a.fountain.add_vocabulary(f.read())
+
+a.fountain.add_seed('http://dbpedia.org/resource/Blade_Runner', 'dbpedia-owl:Film')
+a.fountain.add_seed('http://dbpedia.org/resource/Braveheart', 'dbpedia-owl:Film')
+print a.fountain.seeds
+
+```
+
+### Query the Web
+
+Agora enables Linked Data consumers to live-query the Web of Data using
+SPARQL. The given queries (in fact, their BGP and filters) together with the registered
+vocabularies and provided seeds, define the scope of the link-traversal exploration.
+
+```python
+from agora import Agora
+
+a = Agora()
+with open('movies.ttl') as f:
+ a.fountain.add_vocabulary(f.read())
+
+a.fountain.add_seed('http://dbpedia.org/resource/Blade_Runner', 'dbpedia-owl:Film')
+a.fountain.add_seed('http://dbpedia.org/resource/Braveheart', 'dbpedia-owl:Film')
+
+query = """SELECT DISTINCT ?name ?actor WHERE {
+ [] foaf:name ?name ;
+ dbpedia-owl:starring [
+ dbp:birthName ?actor
+ ]
+ }"""
+
+for row in a.query(query):
+ print row
+```
+
+## Background
+
+### Linked Data
+
+The Linked Data principles [^1] enable the creation of the Web of Data:
+
+1. Use URIs as names for things.
+2. Use HTTP URIs so that people can look up those things.
+3. When someone looks up a URI, provide useful information, using the standards (RDF, SPARQL).
+4. Include links to other URIs (within this information) so that they can discover more things.
+
+#### Consuming Linked Data on the Web [^2]
+
+| | data warehousing | search engines | query federation | link traversal | [linked data fragments][ldf] |
+|-----------------------------|------------------------|----------------|--------------------|---------------------------------|-----------------------|
+| Universe of discourse (UoD) | loaded data | Web of Data | known data sources | Web of Data | known data sources |
+| Required source interface | mainly RDF dumps | arbitrary | SPARQL endpoints | **Linked Data (look up) interface** | LDF servers |
+| Access to original data | no | no | yes | yes | yes |
+| Supporting data structures | indices and statistics | crawled index | statistics | - | ? |
+| Response and throughput | fast / fast | fast / fast | slow / medium | medium / slow | medium / slow |
+| Recall (w.r.t. UoD) | 100% | <100% | 100% | <100% | 100% |
+| Precision | 100% | <100% | 100% | 100% | 100% |
+| Up-to-dateness | low | medium | high | high | high |
+
+#### What about Linked Data principles 2 and 3?
+Only link traversal leverages available Linked Data (look-up) interfaces. A URI should not just serve as a global identifier, but also as provider of a structured data representation of the identified entity. The absolute majority of implemented solutions ignore both principles.
+
+Why do not we rely on these HTTP look-up interfaces to directly consume Linked Data? Is it really necessary to give them up in favor of using SPARQL endpoints or any other (non-LD) interface to efficiently access and query Linked Data?
+
+### Web of Data
+
+#### Benefits
+The three main benefits of the Web of Data are:
+
+* Feasibility to perform live-querying over a dataspace that integrates a large number of interlinked datasets as if it was a huge multidatabase system.
+* Data sources may be considerably lighter, scalable and maintanable than (reliable) SPARQL endpoints. They can be interfaced as just RESTful APIs that provide RDF by dereferencing known resources.
+* Enables freshness and serendipitous discovery of data sources and results.
+
+#### Problems
+Some problems of (live-)querying the Web of Data:
+
+* Not any approach for executing queries that range over all Linked Data on the Web can guarantee complete query results.
+* Its openness and growth introduces data integration issues such as coreferencing and schema heterogeneity.
+* Looking up certain URIs may result in the retrieval of an unforeseeable large set of RDF triples.
+* Response times may vary significantly between different servers. Look-ups may take unexpectedly long or may not be answered at all.
+* Restrictions on clients such as sercing only a limited number of requests per second (rate limits).
+
+### Workload distribution
+
+Can we minimize server resource usage while still enabling clients to query data sources efficiently?
+
+`, which will be identified by Agora as *onto*.
+
+```text
+@prefix rdf: .
+@prefix owl: .
+@prefix onto: .
+
+ rdf:type owl:Ontology .
+
+onto:Concept a owl:Class .
+```
+
+Onwards, when referring to a concept or property that belongs to that ontology, Agora will impose to do it prefixed (`onto:Concept`); otherwise (``), it won't understand us.
+
+##### Node extraction
+The nodes of the link graph are created from all those concepts described in a given ontology that belong to the result set of the following query:
+
+```sql
+SELECT DISTINCT ?c WHERE {
+ {
+ ?p a owl:ObjectProperty .
+ {
+ { ?p rdfs:range ?c }
+ UNION
+ { ?p rdfs:domain ?c }
+ }
+ }
+ UNION
+ {
+ ?p a owl:DatatypeProperty .
+ ?p rdfs:domain ?c .
+ }
+ UNION
+ { ?c a owl:Class }
+ UNION
+ { ?c a rdfs:Class }
+ UNION
+ { [] rdfs:subClassOf ?c }
+ UNION
+ { ?c rdfs:subClassOf [] }
+ UNION
+ {
+ ?r a owl:Restriction ;
+ owl:onProperty ?p .
+ {
+ ?p a owl:ObjectProperty .
+ { ?r owl:allValuesFrom ?c }
+ UNION
+ { ?r owl:someValuesFrom ?c }
+ }
+ UNION
+ { ?r owl:onClass ?c }
+ }
+ FILTER(isURI(?c))
+}
+```
+
+Thus, there are some rules that must be taken into account in order to let the Fountain *detect* nodes in ontologies. That is, nodes are all URIs that match at least one of the following:
+
+* It is a class, either an `owl:Class` or a `rdfs:Class`.
+* It has at least one subclass in the ontology or it is the superclass of any other.
+* It belongs to the domain of a datatype property.
+* Given an object property,
+ * it is a class that belongs to its range or/and domain.
+ * there may be a set of things for which such property may have values of it.
+
+It is important to note that no automatic reasoning is performed in this process. All required information must be materialized in the ontology description that is being submitted. Furthermore, existing conflicts and/or inconsistencies in definitions will not be treated; neither a warning nor an error message will be generated.
+
+##### Edge extraction
+Similarly to the process of node extraction, the detection of *valid* edges for the link graph in an ontology is built on the following query:
+
+```sql
+SELECT DISTINCT ?p WHERE {
+ { ?p a rdf:Property }
+ UNION
+ { ?p a owl:ObjectProperty }
+ UNION
+ { ?p a owl:DatatypeProperty }
+ UNION
+ {
+ [] a owl:Restriction ;
+ owl:onProperty ?p .
+ }
+ FILTER(isURI(?p))
+}
+```
+
+The result set of the corresponding query is composed of all the URIs that have been described in such a way that they can be considered as edges. The corresponding matching rules for edges are:
+
+* It is a `rdf:Property`, an `owl:ObjectProperty` or an `owl:DatatypeProperty`.
+* There is some restriction on it as a property.
+
+##### Node properties
+
+Once the Fountain has identified all nodes from the vocabularies, it is prepared to search for the incoming (references) and outgoing (properties) edges for each of them. To do so, it creates and keeps a tuple map that puts nodes and their properties together:
+
+```sql
+SELECT DISTINCT ?c ?p WHERE {
+ { ?c rdfs:subClassOf [ owl:onProperty ?p ] }
+ UNION
+ { ?p rdfs:domain ?c }
+ FILTER (isURI(?p) && isURI(?c))
+}
+```
+
+Given a node *n*, its properties are all those URIs that fulfill the following conditions:
+
+* *n* belongs to its domain.
+* *n* has a constraint on it.
+
+Having such map in memory, it is trivial to filter the properties of each node (fixing a value for *n*).
+
+##### Node references
+
+The process to obtain the incoming edges of all nodes is identical to that of properties. Here, the corresponding query that results in the required tuple map is the following:
+
+```sql
+SELECT ?c ?p WHERE {
+ {
+ ?r owl:onProperty ?p.
+ { ?r owl:someValuesFrom ?c }
+ UNION
+ { ?r owl:allValuesFrom ?c }
+ UNION
+ { ?r owl:onClass ?c }
+ }
+ UNION
+ { ?p rdfs:range ?c }
+ FILTER (isURI(?p) && isURI(?c))
+}
+```
+
+Given a node *n*, its references are all those URIs that fulfill the following conditions:
+
+* *n* belongs to its range.
+* There is a restriction that specifies that any of its values may be of the type represented by *n*.
+
+##### Edge domain
+
+The domain of an edge *e* is composed by all those nodes for which *e* is a property.
+
+```sql
+SELECT DISTINCT ?e ?c WHERE {
+ { ?p rdfs:domain ?c }
+ UNION
+ { ?c rdfs:subClassOf [ owl:onProperty ?e ] }
+ FILTER (isURI(?e) && isURI(?c))
+}
+```
+
+##### Edge range
+
+The range of an edge *e* is composed by:
+
+* All those nodes for which *e* is a reference.
+* Datatype URIs that appear in a data-range restriction of *e* for a certain node.
+
+```sql
+SELECT DISTINCT ?e ?r WHERE {
+ {?e rdfs:range ?r}
+ UNION
+ {
+ ?d owl:onProperty ?e.
+ { ?d owl:allValuesFrom ?r }
+ UNION
+ { ?d owl:someValuesFrom ?r }
+ UNION
+ { ?d owl:onClass ?r }
+ UNION
+ { ?d owl:onDataRange ?r }
+ }
+ FILTER(isURI(?e) && isURI(?r))
+}
+```
+
+##### Edge constraints
+TBD
+
+
+##### Example
+
+ .
+@prefix atmos: .
+@prefix core: .
+@prefix owl: .
+@prefix rdf: .
+@prefix rdfs: .
+@prefix schema: .
+@prefix xml: .
+@prefix xsd: .
+
+[] a agora:SearchTree ;
+ agora:fromType atmos:ObservationContainer ;
+ agora:hasSeed ;
+ agora:length 13 ;
+ agora:next [ agora:expectedType atmos:ObservationContainer ;
+ agora:next [ agora:byPattern _:tp_0 ;
+ agora:expectedType atmos:Observation ;
+ agora:next [ agora:byPattern _:tp_2 ;
+ agora:expectedType atmos:ChemicalCompound ] ;
+ agora:onProperty atmos:monitors ],
+ [ agora:byPattern _:tp_3 ;
+ agora:expectedType atmos:Observation ;
+ agora:next [ agora:byPattern _:tp_1 ;
+ agora:expectedType core:Value ],
+ [ agora:byPattern _:tp_4 ;
+ agora:expectedType core:Value ] ;
+ agora:onProperty core:hasValue ] ;
+ agora:onProperty atmos:contains ] .
+
+[] a agora:SearchSpace ;
+ agora:definedBy _:tp_0,
+ _:tp_1,
+ _:tp_2,
+ _:tp_3,
+ _:tp_4 .
+
+_:var_comp a agora:Variable ;
+ rdfs:label "?comp"^^xsd:string .
+
+_:var_lv a agora:Variable ;
+ rdfs:label "?lv"^^xsd:string .
+
+_:var_t a agora:Variable ;
+ rdfs:label "?t"^^xsd:string .
+
+_:var_c a agora:Variable ;
+ rdfs:label "?c"^^xsd:string .
+
+_:var_s a agora:Variable ;
+ rdfs:label "?s"^^xsd:string .
+
+_:tp_0 a agora:TriplePattern ;
+ rdfs:label "tp_0" ;
+ agora:object _:var_c ;
+ agora:predicate atmos:monitors ;
+ agora:subject _:var_s .
+
+_:tp_1 a agora:TriplePattern ;
+ rdfs:label "tp_1" ;
+ agora:object _:var_lv ;
+ agora:predicate core:literalValue ;
+ agora:subject _:var_v .
+
+_:tp_2 a agora:TriplePattern ;
+ rdfs:label "tp_2" ;
+ agora:object _:var_comp ;
+ agora:predicate rdfs:label ;
+ agora:subject _:var_c .
+
+_:tp_3 a agora:TriplePattern ;
+ rdfs:label "tp_3" ;
+ agora:object _:var_v ;
+ agora:predicate core:hasValue ;
+ agora:subject _:var_s .
+
+_:tp_4 a agora:TriplePattern ;
+ rdfs:label "tp_4" ;
+ agora:object _:var_t ;
+ agora:predicate core:timeStamp ;
+ agora:subject _:var_v .
+
+_:var_v a agora:Variable ;
+ rdfs:label "?v"^^xsd:string .
+```
+
+## References
+
+[ldf]:
+docker run --rm -v ${PWD}:/app citationcff/cffconvert --validate
+```
+
+
+
+## Tools to work with `CITATION.cff` files :wrench:
+
+There is tooling available to work with `CITATION.cff` files to do different things:
+create new files, edit existing files, validate existing files, convert files from the Citation File Format into another format.
+The following table gives an overview of the tools that we know about. If there is a tool missing from this table, please [open a new issue](https://github.com/citation-file-format/citation-file-format/issues/new/choose) and let us know.
+
+| | Creation | Editing/Updating | Validation | Conversion |
+| -------------- | ------------------------------------------------------------------------------- | ------------------------------------------------------------------- | ------------------------------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
+| Command line | | | • [cffconvert](#validation-heavy_check_mark) | • [cffconvert](https://pypi.org/project/cffconvert/)
• [bibtex-to-cff](https://github.com/monperrus/bibtexbrowser/)
• [cff-from-621](https://pypi.org/project/cff-from-621/)
• [openCARP-CI](https://git.opencarp.org/openCARP/openCARP-CI/-/tree/master/#create_cff) | +| GitHub Actions | | | [cff-validator](https://github.com/marketplace/actions/cff-validator) | • [cffconvert](https://github.com/marketplace/actions/cffconvert)
• [codemeta2cff](https://github.com/caltechlibrary/codemeta2cff) | +| GitHub Bot | | | [#238](https://github.com/citation-file-format/citation-file-format/issues/238) | | +| Docker | | | [cffconvert Docker image](#validation-heavy_check_mark) | [cffconvert Docker image](https://hub.docker.com/r/citationcff/cffconvert) | +| Go | | | | • [datatools/codemeta2cff](https://github.com/caltechlibrary/datatools/) | +| Haskell | | • [cffreference](https://github.com/kevinmatthes/cffreference) | | | +| Java | • [CFF Maven plugin](https://github.com/hexatomic/cff-maven-plugin) | • [CFF Maven plugin](https://github.com/hexatomic/cff-maven-plugin) | | • [CFF Maven plugin](https://github.com/hexatomic/cff-maven-plugin) | +| JavaScript | | | | • [Citation.js](https://citation.js.org/) [plugin](https://www.npmjs.com/package/@citation-js/plugin-software-formats) | +| Julia | | | • [Bibliography.jl](https://github.com/Humans-of-Julia/Bibliography.jl) | • [Bibliography.jl](https://github.com/Humans-of-Julia/Bibliography.jl) | +| PHP | | | | • [bibtex-to-cff](https://github.com/monperrus/bibtexbrowser/) | +| Python | | • [cff2toml](https://github.com/willynilly/cff2toml)
• [doi2cff](https://github.com/citation-file-format/doi2cff)
• [updateCitation](https://github.com/hunterhogan/updateCitation) | • [cffconvert](#validation-heavy_check_mark) | • [cff-from-621](https://pypi.org/project/cff-from-621/)
• [cff2toml](https://github.com/willynilly/cff2toml)
• [cffconvert](https://github.com/citation-file-format/cff-converter-python)
• [doi2cff](https://github.com/citation-file-format/doi2cff)
• [openCARP-CI](https://git.opencarp.org/openCARP/openCARP-CI/-/tree/master/#create_cff)
• [py_bibtex_to_cff_converter](https://github.com/vdplasthijs/py_bibtex_to_cff_converter) | +| R | | | • [cffr](https://CRAN.R-project.org/package=cffr) | • [citation](https://cran.r-project.org/web/packages/citation/)
• [r2cff](https://github.com/ocbe-uio/RCFF)
• [handlr](https://github.com/ropensci/handlr)
• [cffr](https://CRAN.R-project.org/package=cffr) | +| Ruby | • [ruby-cff](https://github.com/citation-file-format/ruby-cff) | • [ruby-cff](https://github.com/citation-file-format/ruby-cff) | • [ruby-cff](https://github.com/citation-file-format/ruby-cff) | • [ruby-cff](https://github.com/citation-file-format/ruby-cff) | +| Rust | • [Aeruginous](https://github.com/kevinmatthes/aeruginous-rs) | • [Aeruginous](https://github.com/kevinmatthes/aeruginous-rs) | | • [citeworks](https://github.com/passcod/citeworks) | +| TypeScript | | | | [#28](https://github.com/citation-file-format/citation-file-format/issues/28#issuecomment-892105342) | +| Website | • [cffinit](https://citation-file-format.github.io/cff-initializer-javascript/) | | | | + +## Maintainers :nerd_face: + +The Citation File Format schema is maintained by + +- Stephan Druskat ([@sdruskat](https://github.com/sdruskat/)) +- Jurriaan H. Spaaks ([@jspaaks](https://github.com/jspaaks/)) + +## Contributing :handshake: + +The Citation File Format is a collaborative project and we welcome suggestions and contributions. We hope one of the invitations below works for you, but if not, please let us know! + +:running: **I'm busy, I only have 1 minute** +- Tell a friend about the Citation File Format, or tweet about it! +- Give the project a star :star:! + +:hourglass_flowing_sand: **I've got 10 minutes - tell me what I should do** +- Create a `CITATION.cff` file for your repository. +- Suggest ideas for how you would like to use the Citation File Format, or for an improvement to the format or its tooling. +- If you know how to validate `CITATION.cff` files, help someone with a validation problem and look at the [issues labeled ](https://github.com/citation-file-format/citation-file-format/issues?q=is%3Aopen+is%3Aissue+label%3A%22help+wanted%22+label%3Avalidation) + +:computer: **I've got a few hours to work on this** +- Help create tooling for the community by looking at the [issues labeled ](https://github.com/citation-file-format/citation-file-format/issues?q=is%3Aopen+is%3Aissue+label%3A%22help+wanted%22+label%3Atooling) + +:tada: **I want to help grow the community** +- Write a blog post or news item for your own community. +- Organise a hack event or workshop to help others use or improve the Citation File Format. + +Please read the more detailed [contributing guidelines](CONTRIBUTING.md) and [open a GitHub issue](https://github.com/citation-file-format/citation-file-format/issues) to suggest a new idea or let us know about bugs. Please put up pull requests for changes to the format and schema against the `develop` branch! + +## License :balance_scale: + +Copyright © 2016 - 2023. The Citation File Format Contributors + +This work is licensed under a [Creative Commons Attribution 4.0 International (CC-BY-4.0)](https://creativecommons.org/licenses/by/4.0/legalcode) license. + +## Acknowledgments :pray: + +**We'd like to thank everyone who has contributed to the Citation File Format!** +They are listed in the [`CITATION.cff`](CITATION.cff) file for this repository. Please open an issue if you find that you are missing from the file. + +We gratefully acknowledge support from: + +- The [Institute for Software Technology](https://www.dlr.de/en/sc) of the [German Aerospace Center (DLR)](https://www.dlr.de/en/) +- The [Netherlands eScience Center](https://www.esciencecenter.nl) +- The [Software Sustainability Institute](https://software.ac.uk/) \ No newline at end of file diff --git a/src/somef_core/test/test_data/README-componentinstaller.md b/src/somef_core/test/test_data/README-componentinstaller.md new file mode 100644 index 0000000..376776d --- /dev/null +++ b/src/somef_core/test/test_data/README-componentinstaller.md @@ -0,0 +1,139 @@ + +# Component Installer for deploying PySSA +[](http://www.gnu.org/licenses/gpl-3.0) +[](https://GitHub.com/urban233/ComponentInstaller/graphs/commit-activity) +[](https://GitHub.com/urban233/ComponentInstaller/issues/) +[](https://GitHub.com/urban233/ComponentInstaller/graphs/contributors/) +[](https://github.com/urban233/ComponentInstaller/releases/) + +## Contents of this document +* [Description](#Description) +* [Contents of this repository](#Contents-of-this-repository) + * [Sources](#Sources) + * [Documentation](#Documentation) + * [Assets](#Assets) +* [Build](#Build) + * [Windows](#Windows) + * [Source code](#Source-code) +* [Dependencies](#Dependencies) +* [Citation](#Citation) +* [References and useful links](#References-and-useful-links) +* [Acknowledgements](#Acknowledgements) + +## Description +The Component Installer is a software tool designed for use as a component-based installer. +It is capable of addressing a range of deployment contexts that typically necessitate more +intricate configuration than is typically required in other scenarios. +The PySSA Installer serves as a case study demonstrating +the potential utility of the component-based installation methodology. + + +## Contents of this repository +### Sources +The repository comprises four distinct source code units. + +- _src/main/java_ + - The package contains the communicator class, which is utilized for communication with WindowsTasks.exe. +- _src/main/kotlin_ + - The package contains the main source code, including gui and model. +- _WindowsWrapper/WindowsCmdElevator_ + - The package contains the class to elevate a normal cmd shell with admin privileges. +- _WindowsWrapper/WindowsTasks_ + - The package contains the communicator, which facilitates communication with the Kotlin application, as well as a number of useful classes for the management of the MS Windows operating system. + +### Documentation +The "deployment" folder +contains a user guide as PDF file. +This [PDF file](https://github.com/urban233/ComponentInstaller/blob/v1.0.1/deployment/inno_setup/PySSA-Component-Installer-User-Guide.pdf) is also available through the help menu item within the PySSA Component Installer. +The user guide explains the installation and uninstallation of every component +as well as the update procedure for ColabFold and PySSA. Furthermore, +it contains a troubleshooting section for WSL2 and ColabFold. + +### Assets +The "assets" folder contains +all logos including the WSL2, ColabFold and PySSA logo, as well as the PySSA Component Installer logo. +If you are using PySSA Component Installer for your own projects, you are welcome to give credit to PySSA Component Installer by using the logo in your presentations, etc. + +## Build +The Component Installer consists of a Kotlin/Java project and a C# solution with two projects. + +### Windows +To deploy the installer on a Microsoft Windows OS (10 or 11), use the provided +inno setup script as a starting point. +Be aware that the inno setup compiler needs to be pre-installed! + +### Source code +The Kotlin/Java project is a Gradle project. +In order to use the source code for your own software or do your own Component Installer build, +download or clone the repository and open it in a Gradle-supporting IDE (e.g. IntelliJ) +as a Gradle project and execute the build.gradle file. +Gradle will then take care of installing all dependencies. +A Java Development Kit (JDK) of version 17 must also be pre-installed and +set as project JDK / project compiler. + +The C# solution contains the C# project WindowsCmdElevator and WindowsTasks. Both can be compiled to +an .exe file using the provided FolderProfile.pubxml files. + +## Dependencies +**Needs to be pre-installed:** +* Java Development Kit (JDK) version 17 + * [Adoptium Open JDK](https://adoptium.net/temurin/archive/?version=17) (as one possible source of the JDK) +* .NET 8.0 + * [Microsoft .NET 8.0](https://dotnet.microsoft.com/en-us/download/dotnet/8.0) + +**Managed by Gradle:** +* Java Native Access (JNA) version 5.8.0 + * [Java Native Access GitHub repository](https://github.com/java-native-access) + * [LGPL, version 2.1 or later, or (from version 4.0 onward) the Apache License, version 2.0](https://github.com/java-native-access/jna?tab=License-1-ov-file) +* JeroMQ version 0.6.0 + * [JeroMQ GitHub repository](https://github.com/zeromq/jeromq) + * Mozilla Public License Version 2.0 + +**Managed by NuGet:** +* NLog version 5.3.2 + * [NLog GitHub repository](https://github.com/NLog/NLog) + * BSD-3-Clause license +* NetMQ version 4.0.1.13 + * [NetMQ GitHub repository](https://github.com/zeromq/netmq/) + * GNU Lesser General Public License 3 + +## Citation +You can cite this software or this repository as it is defined in the CITATION.cff file. + +## References and useful links +**Windows Subsystem for Linux** +* [What is the Windows Subsystem for Linux? (Article)](https://learn.microsoft.com/en-us/windows/wsl/about) +* [How to install Linux on Windows with WSL (Article)](https://learn.microsoft.com/en-us/windows/wsl/install) + +**ZeroMQ** +* [ZeroMQ Homepage](https://zeromq.org/) + * [Java implementation (JeroMQ)](https://github.com/zeromq/jeromq) + * [C# implementation (NetMQ)](https://github.com/zeromq/netmq/) + +## Acknowledgements +**Developers:** +* Martin Urban +* Hannah Kullik + +**End-user testers:** +* Jonas Schaub +* Achim Zielesny + +**Logo:** +* Martin Urban +* Hannah Kullik + +**Initialization, conceptualization, and supervision:** +* Achim Zielesny and Angelika Loidl-Stahlhofen + +**The ComponentInstaller project team would like to thank +the communities behind the open software libraries for their amazing work.** + + diff --git a/src/somef_core/test/test_data/README-csl-editor.md b/src/somef_core/test/test_data/README-csl-editor.md new file mode 100644 index 0000000..796938f --- /dev/null +++ b/src/somef_core/test/test_data/README-csl-editor.md @@ -0,0 +1,57 @@ +# Reference implementation of the cslEdit library for searching and editing .csl (Citation Style Language) files + +This web application allows users of CSL based reference managers to search for citation styles and edit them. It's still an alpha version, but the Visual Editor supports all the features of independent CSL styles (AFAIK) and it should be possible to do real work with it. + +It is an implementation of the [CSL editor library](https://github.com/citation-style-editor/csl-editor). + +Play with it here: [Citation Style Editor](http://editor.citationstyles.org) + +## Prerequisites + +- bash (on Windows, I recommend git bash included with [msysgit](http://code.google.com/p/msysgit/downloads/list)) +- git +- [Jekyll](https://github.com/mojombo/jekyll/wiki/install) +- Node.js 0.8.4 or later +- Java runtime (optional - for running trang to convert the CSL schema) +- Mail server (for sending feedback emails) + +## To Setup Development Version + +- Run `git clone --recursive https://github.com/citation-style-editor/csl-editor-demo-site.git csl-demo` to checkout the repo. + +- In the repo directory, run `jekyll serve` (optional: add `--watch` to automatically rebuild when source changes). + +- Point your browser to `localhost:5001` to view the site locally. + +- Point your browser to `localhost:5001/cslEditorLib/pages/unitTests.html` to run the unit tests + +## To Deploy + +This process creates a static HTML site with concatenated javascript files and cache busters on the URLs, and optionally pushes to the `gh-pages` branch, currently served by github at [http://editor.citationstyles.org](http://editor.citationstyles.org). + +- Run `git clone --recursive https://github.com/citation-style-editor/csl-editor-demo-site.git csl-demo` to checkout the repo. + +- From the repo directory, run `./deploy.sh $BUILD_DIR $GH_PAGES_REPO_DIR`, where: + - `$BUILD_DIR` is the name of the directory you wish to deploy to, relative to the parent of the current directory. **All current contents of** `$BUILD_DIR` **will be removed!** + - `$GH_PAGES_REPO_DIR` (optional) is the name of a checked out `csl-editor-demo-site` repo directory, again relative to the parent of the current directory, which will be used to copy the built version and push the result to the `gh-pages` branch in github, which will automatically update the site at [editor.citationstyles.org](http://editor.citationstyles.org), the domain given in the CNAME file. + +- Point your browser to `http://editor.citationstyles.org/cslEditorLib/pages/unitTests.html` to run the unit tests + +- Point your browser to `http://editor.citationstyles.org` to view the deployed site + +## Customising the editor to integrate with your website or application + +Create a fork of this `csl-editor-demo-site` repository and feel free to alter everything for your own needs _except_ for the core library within the `cslEditorLib` git submodule. + +Customisable features include: + +- Load/Save functions, see `src/visualEditorPage.js` +- Navigation bar and feedback widget, see `html/navigation.html` + +You can override these without touching `cslEditorLib`. + +## Customising the core library + +See documentation for the core library code and it's API at the [CSLEditorLib wiki](https://github.com/citation-style-editor/csl-editor/wiki). + +If you fix bugs or otherwise improve the core [cslEditorLib](https://github.com/citation-style-editor/csl-editor) library, ensure the changes are not specific to your implementation and please issue a [pull request](https://github.com/citation-style-editor/csl-editor/pulls) so that everyone can benefit. Thanks! diff --git a/src/somef_core/test/test_data/README-lighttwin.md b/src/somef_core/test/test_data/README-lighttwin.md new file mode 100644 index 0000000..857a7dc --- /dev/null +++ b/src/somef_core/test/test_data/README-lighttwin.md @@ -0,0 +1,234 @@ +# LightTwinSVM + +
+ +1. [Introduction](#intro) +2. [Installation Guide](#installation-guide) + - [Setup script](#setup-script-recommended) + - [Building manually](#building-manually) +3. [User Guide](#user-guide) + - [Usage example](#an-exmaple-of-using-command-line-interface) + - [Tutorials](#tutorials) + - [API documentation](#api-documentation) +4. [Dataset Format](#dataset-format) +5. [Support](#support) +6. [Citing LightTwinSVM](#citing-lighttwinsvm) +7. [Contributing](#contributing) +8. [FAQ](#frequently-asked-questions) +9. [Donations](#donations) +10. [Numerical Experiments](#numerical-experiments) + +## Intro +LightTwinSVM is a simple and fast implementation of standard Twin Support Vector Machine. It is licensed under the terms of GNU GPL v3. Anyone who is interested in machine learning and classification can use this program for their work/projects. + +The main features of the program are the following: +- A **simple console program** for running TwinSVM classifier +- **Fast optimization algorithm:** The clipDCD algorithm was improved and is implemented in C++ for solving optimization problems of TwinSVM. +- **Linear**, **RBF** kernel and Rectangular are supported. +- Binary and **Multi-class classification** (One-vs-All & One-vs-One) are supported. +- The OVO estimator is **compatible with scikit-learn** tools such as GridSearchCV, cross_val_score, etc. +- The classifier can be evaluated using either **K-fold cross-validation** or **Training/Test** split. +- It supports **grid search** over C and gamma parameters. +- **CSV** and **LIBSVM** data files are supported. +- Detailed classification result will be saved in a spreadsheet file. + +Twin Support Vector Machine classifier was proposed by:
+Khemchandani, R., & Chandra, S. (2007). Twin support vector machines for pattern classification. IEEE Transactions on pattern analysis and machine intelligence, 29(5), 905-910. + +The clipDCD algorithm was proposed by:
+Peng, X., Chen, D., & Kong, L. (2014). A clipping dual coordinate descent algorithm for solving support vector machines. Knowledge-Based Systems, 71, 266-278. + +## Installation Guide +Currently, supported operating systems are as follows. Choose your OS from list below for detailed install instructions. +- [Debian-based Linux systems](#linux--mac-os-x) (Ubuntu 14.04, Ubuntu 16.04, Ubuntu 17.10, Ubuntu 18.04 and Linux Mint 18) +- [RPM-based Linux systems](#linux--mac-os-x) (Fedora) +- [Mac OSX](#linux--mac-os-x) +- [Microsoft Windows](#windows) + +### Dependencies +First of all, [Python](https://www.python.org/) 3.5 interpreter or newer is required. Python 3 is usually installed by default on most Linux distributions. +In order to build and run the program, the following Python packages are needed: +- [NumPy](https://www.numpy.org) +- [SciPy](https://www.scipy.org/) +- [Scikit-learn](http://scikit-learn.org/stable/index.html) +- [Pandas](https://pandas.pydata.org/) +- [Pybind11](https://pybind11.readthedocs.io/en/stable/intro.html) +- [Cython](https://cython.org/)(To build C++ extension module on Windows.) +- [PyInstaller](https://www.pyinstaller.org/)(To generate a binary executable for Windows platform.) + +In order to build C++ extension module(Optimizer), the following tools and libraries are required: +- [GNU C++ Compiler](https://gcc.gnu.org/) (For Linux systems) +- [Apple XCode](https://developer.apple.com/xcode/) (For OSX systems) +- [Visual Studio](https://visualstudio.microsoft.com/) (For Windows systems) +- [Armadillo C++ Linear Algebra Library](http://arma.sourceforge.net/) +- [LAPACK](http://www.netlib.org/lapack/) and [BLAS](http://www.netlib.org/blas/) Library + + +### Setup script (Recommended) +### Linux & Mac OS X +**A shell script is created to help users download required dependencies and install program automatically.** However, make sure that [Git](https://git-scm.com/) and GNU C++ compiler is installed on your system. + +**A note for MacOS users:** Make sure that [Apple XCode](https://developer.apple.com/xcode/) is installed on your system. + +To install the program, open a terminal and execute the following commands: +``` +git clone https://github.com/mir-am/LightTwinSVM.git +cd LightTwinSVM && ./setup.sh +``` +If the installation was successful, you'd be asked to delete temporary directory for installation. You can also run unit tests to check functionalities of the program. Finally, a Linux shell "ltsvm.sh" is created to run the program. +After the successful installation, LightTwinSVM program should look like this in terminal:
+ + +### Windows +First, download Git program from [here](https://git-scm.com/) if it's not installed on your system. Also, [**Visual Studio 2015**](https://visualstudio.microsoft.com/) or newer should be installed so that C++ extension module can be compiled. Before proceeding further, make sure that all the required Python packages are installed. Dependencies are listed [here](#dependencies). + +**A note for Windows users:** If this is the first time that you will run a PowerShell script, then you need to make sure that the ExecutionPolicy is set on your system. Otherwise, you cannot run the setup script on Windows. Please check out this [answer](https://stackoverflow.com/a/4038991) on Stack Overflow that helps you set the ExecutionPolicy. + +To install the program on Windows, open a PowerShell terminal and run the following commands: +``` +git clone https://github.com/mir-am/LightTwinSVM.git +cd LightTwinSVM && .\win-setup.ps1 +``` +When the installation is finished, a batch file "ltsvm.bat" will be created to run the program. + +### Building manually +It is highly recommended to install the LightTwinSVM program automatically using the setup script. If for some reasons you still want to build the program manually, a step-by-step guide is provided [here](https://github.com/mir-am/LightTwinSVM/wiki/Building-the-LightTwinSVM-manually-on-Linux-and-OSX-systems) for Linux and OSX systems. + +## User Guide +### An example of using command line interface +LightTwinSVM is a simple console application. It has 4 steps for doing classification. Each step is explained below:
+**Step 1:** Choose your dataset by pressing Enter key. A file dialog window will be shown to help you find and select your dataset. CSV and LIBSVM files are supported. It is highly recommended to normalize your dataset.
+
+**Step 2:** Choose a kernel function among Linear, Gaussian (RBF) and Rectangular. RBF kernel often produces better classification result but takes more time. However if you want to use non-linear kernel and your dataset is large, then consider choosing Rectangular kernel. +
+``` +Step 2/4: Choose a kernel function:(Just type the number. e.g 1) +1-Linear +2-RBF +3-RBF(Rectangular kernel) +-> 2 +``` +**Step 3:** To evaluate TwinSVM performance, You can either use [K-Fold cross validation](https://towardsdatascience.com/cross-validation-in-machine-learning-72924a69872f) or split your data into training and test sets.
+``` +Step 3/4: Choose a test methodology:(Just type the number. e.g 1) +1-K-fold cross validation +2-Train/test split +-> 1 +Determine number of folds for cross validation: (e.g. 5) +-> 5 +``` +**Step 4:** You need to determine the range of C penalty parameter and gamma (If RBF kernel selected.) for exhaustive grid search.
+An example: +``` +Step 4/4:Type the range of C penalty parameter for grid search: +(Two integer numbers separated by space. e.g. -> -5 5 +-> -4 4 +``` +After completing the above steps, the exhaustive search will be started. When the search process is completed, a detailed classification result will be saved in a spreadsheet file. In this file, all the common evalaution metrics(e.g Accuracy, Recall, Precision and F1) are provided.
+A instance of spreadsheet file containing classification result can be seen [here](https://github.com/mir-am/LightTwinSVM/blob/misc/TSVM_RBF_5-F-CV_pima-indian_2018-05-23%2013:21.csv). + +### Tutorials +LightTwinSVM can be imported as a Python package in your project. Currently, a Jupyter notebook is avaliable [here](https://github.com/mir-am/LightTwinSVM/tree/master/docs/notebooks), which is "A Step-by-Step Guide on How to Use Multi-class TwinSVM". + +To run the notebooks, make sure that Jupyter is installed on your system. If not, use the following command to install it: +``` +pip3 install jupyter +``` +For more details, check out [Jupyter documentation](https://jupyter.readthedocs.io/en/latest/index.html). + +### API documentation +Aside from the program's command line interface, you may want to use the LightTwinSVM's Python package for your project. All you have to do is to copy-paste the "[ltsvm](https://github.com/mir-am/LightTwinSVM/tree/master/ltsvm)" folder (the **installed version**) into the root folder of your project. Next, you can import "ltsvm" package in a module of your interest. + +You can read about the documentation of the LightTwinSVM's estimators and tools [here](https://lighttwinsvm.readthedocs.io/en/latest/index.html). + +## Dataset Format +- **LIBSVM** data files are supported. Note that the extension of this file should be '*.libsvm'. +- For **comma separated value (CSV)** file, make sure that your dataset is consistent with the following rules: +1. First row can be header names. (It's optional.) +2. First column should be labels of samples. Moreover, labels of positive and negative samples should be 1 and -1, respectively. +3. All the values in dataset except headernames should be numerical. Nominal values are not allowed.
+To help you prepare your dataset and test the program, three datasets are included [here](https://github.com/mir-am/LightTwinSVM/tree/master/dataset). + +## Support +**Have a question about the software?**
+You can contact me via [email](mailto:mir-am@hotmail.com). Feedback and suggestions for improvements are welcome.
+ +**Have a problem with the software or found a bug?**
+To let me know and fix it, please open an issue [here](https://github.com/mir-am/LightTwinSVM/issues).
+To report a problem or bug, please provide the following information:
+1. Error messages
+2. Output of the program.
+3. Explain how to reproduce the problem if possible. + +## Citing LightTwinSVM + +[](http://joss.theoj.org/papers/a56708efcbf27c12352670b4647d92ca) + +If you use the LightTwinSVM program in your research work, please cite the following paper: + +- Mir et al., (2019). LightTwinSVM: A Simple and Fast Implementation of Standard Twin Support Vector Machine Classifier. Journal of Open Source Software, 4(35), 1252, https://doi.org/10.21105/joss.01252 + +BibTeX entry: + +``` +@article{ltsvm2019, + title = {LightTwinSVM: A Simple and Fast Implementation of Standard Twin Support Vector Machine Classifier}, + author = {Mir, Amir M. and Nasiri, Jalal A.}, + journal = {Journal of Open Source Software}, + volume = {4}, + issue = {35}, + pages = {1252}, + year = {2019}, + doi = {10.21105/joss.01252}, + url = {https://doi.org/10.21105/joss.01252} +} +``` + +## Contributing +Thanks for considering contribution to the LightTwinSVM project. Contributions are highly appreciated and welcomed. For guidance on how to contribute to the LightTwinSVM project, please see the [contributing guideline](https://github.com/mir-am/LightTwinSVM/blob/master/CONTRIBUTING.md). + +## Frequently Asked Questions +- What is the main idea of TwinSVM classifier?
+TwinSVM does classification by using two non-parallel hyperplanes as opposed to a single hyperplane in the standard SVM. In TwinSVM, each hyperplane is as close as possible to samples of its own class and far away from samples of other class. To know more about TwinSVM and its optimization problems, you can read [this blog post](https://mirblog.me/index.php/2018/12/07/a-brief-intro-to-twin-support-vector-machine-classifier/ "A brief Introduction to TwinSVM classifier"). + +## Donations + +
+
+
+ +If you have used the LightTwinSVM program and found it helpful, please consider making a donation via [PayPal](http://paypal.me/mir33) to support this work. It also motivates me to maintain the program. + +## Numerical Experiments +In order to indicate the effectiveness of the LightTwinSVM in terms of accuracy, experiments were conducted to compare it with [scikit-learn's SVM](https://scikit-learn.org/stable/modules/generated/sklearn.svm.SVC.html) on several UCI benchmark datasets. Similar to most research papers on classification, K-fold cross-validation is used to evaluate these classifiers (K was set to 5). Also, grid search was used to find the optimal values of hyper-parameters. Table below shows the accuracy comparison between the LightTwinSVM and scikit-learn's SVM.
+ +| Datasets | LightTwinSVM | scikit-learn's SVM | Difference in Accuracy | +| ------------- | -------------------------- | -------------------------- | ------------------------- | +| Pima-Indian | **78.91**±**3.73** | 78.26±2.62 | 0.65 | +| Australian | **87.25**±**2.27** | 86.81±3.22 | 0.44 | +| Haberman | 76.12±4.79 | **76.80**±**2.68** | -0.68 | +| Cleveland | **85.14**±**5.45** | 84.82±4.04 | 0.32 | +| Sonar | **84.62**±**4.89** | 64.42±6.81 | 20.2 | +| Heart-Statlog | **85.56**±**2.96** | 85.19±2.62 | 0.37 | +| Hepatitis | **86.45**±**5.16** | 83.23±3.55 | 3.22 | +| WDBC | **98.24**±**1.36** | 98.07±0.85 | 0.17 | +| Spectf | **81.68**±**5.35** | 79.78±0.19 | 1.9 | +| Titanic | 81.93±2.59 | **82.27**±**1.83** | -0.34 | +| Mean Accuracy | **84.59** | 81.94 | 2.65 | + +From the above table, it can be found that LightTwinSVM is more efficient in terms of accuracy. Therefore, it outperforms sklearn's SVM on most datasets. All in all, if you have used SVM for your task/project, the LightTwinSVM program may give you a better predication accuracy for your classification task. More information on this experiment can be found in the project's paper [here](https://github.com/mir-am/LightTwinSVM/tree/master/paper). + +## Acknowledgments +- For test and experiment with the LightTwinSVM program, Wine and Pima-Indian datasets are included in the project from [UCI](https://archive.ics.uci.edu/ml/index.php) machine learning repository. +- Thanks to [Stefan van der Walt](https://github.com/stefanv) and [Nicolas P. Rougier](https://github.com/rougier) for reviewing this project, which published in the Journal of Open Source Software. (March 31, 2019) +- Thanks to [idejie](https://github.com/idejie) for test and support on the MacOS. (Dec 8, 2018) \ No newline at end of file diff --git a/src/somef_core/test/test_data/README-menty.md b/src/somef_core/test/test_data/README-menty.md new file mode 100644 index 0000000..8ac3d87 --- /dev/null +++ b/src/somef_core/test/test_data/README-menty.md @@ -0,0 +1,94 @@ +
+
+
+
+
+
+
+
+Reggae is a diagnostic tool for generating optimal parameters describing dipole mixed modes under the nonasymptotic matrix-coupling scheme of [Ong & Basu (2020)](https://ui.adsabs.harvard.edu/abs/2020ApJ...898..127O/abstract) used in the second release of [PBjam](https://github.com/grd349/PBjam) (see [Nielsen et al. 2021](https://ui.adsabs.harvard.edu/abs/2021AJ....161...62N/abstract)).
+
+Since the primary samples of the [PLATO mission](https://ui.adsabs.harvard.edu/abs/arXiv:2406.05447) consist mainly of main-sequence and subgiant stars, PBjam implements a parameterisation of dipole modes suitable to these stars, outside the red-giant "asymptotic" regime. Reggae assists in the task of manually fine-tuning the dipole-mode model, and checking the quality of both our initial guesses and fitted solutions. An important part of this tuning is visual assessment of how well the data matches posterior samples for these parameters. Such asteroseismic visualisations often use the échelle power diagram near $\nu_{\mathrm{max}}$ as a diagnostic tool, with clearly-defined ridges emerging on this diagram for p-modes, such as in main-sequence stars.
+
+We found Reggae very helpful both for these tuning and visualisation tasks, and also as a didactic aid to understanding the dipole mixed-mode parameters. As such, we release it publicly in advance of the second PBjam version, as we believe the community will benefit from access to such a visualisation tool. This will also assist future users of PBjam in devising ad-hoc prior constraints on the mixed-mode parameters, should they wish not to rely on the prior included with it.
+
+
+
+For more details, please read our documentation here.
+
+## Installation
+
+`reggae` is not yet available on PyPI. We recommend you install it in a virtual environment, from a local copy of the repository. For example:
+
+```
+git clone git@github.com:darthoctopus/reggae.git
+cd reggae
+python -m venv venv
+. venv/bin/activate
+pip install -e .
+```
+
+Please check [our documentation](https://pb-reggae.readthedocs.io/en/latest/installation.html) for more detailed installation and troubleshooting instructions.
+
+## Usage
+
+Reggae may be operated in many ways. It may be easiest to run the GUI with the command
+
+```
+python -m reggae
+```
+
+For more detailed usage instructions, please refer to our [documentation](https://pb-reggae.readthedocs.io/en/latest/usage.html).
+
+## Generative model for mode frequencies
+
+
+
+We implement a generative model for dipole gravitoacoustic mixed modes using the parameterisation of [Ong & Basu (2020)](https://ui.adsabs.harvard.edu/abs/2020ApJ...898..127O/abstract). At present, the frequency-dependent coupling strength is described with two parameters (one for each of the two matrices entering into the parameterisation), with a conversion to the asymptotic $q$ provided by an expression in [Ong & Gehan (2023)](https://ui.adsabs.harvard.edu/abs/2023ApJ...946...92O/abstract). This expression is in turn used to generate stretched echelle power plots for diagnostic purposes.
+
+In full, the generative model accepts the following parameters:
+
+- $\Delta\Pi_0$, the notional period spacing of the g-mode cavity; this is related to the period spacing of any given $\ell$ as $\Delta\Pi_\ell = \Delta\Pi_0 / \sqrt{\ell(\ell + 1)}$.
+- $p_L$ and $p_D$, the two coupling parameters described above.
+- $\epsilon_g$, a g-mode phase offset.
+- $\log \left(\delta\omega_\mathrm{rot, g} / \mathrm{\mu Hz}\right)$ and $\log \left(\delta\omega_\mathrm{rot, p} / \mathrm{\mu Hz}\right)$ --- the implementation of the PSD model (below) accepts separate values of the core (g-mode) and envelope (p-mode) rotational splittings. The pure p- and g-modes are split into multiplets separately before mode-coupling calculations are performed, thereby fully accounting for near-degeneracy asymmetric rotational splittings.
+- $\delta_{01}$, an additional phase offset for the dipole p-modes relative to the asymptotic solution found by pbjam.
+- $\alpha_g$, a curvature parameter for the g-modes (mirroring that of the p-modes in pbjam's asymptotic parameterisation).
+- $i$, the inclination of the rotational axis.
+
+
+
+## PSD Model
+
+The above parameters generate a set of dipole-mode frequencies. These parameters are fitted to the power spectrum in a fashion analogous to pbjam's "asymptotic peakbagging" step, whereby the generative model is used to construct a model power spectrum which is compared directly to the observational power spectrum, in order to constrain the model parameters. In order to make the likelihood function more amenable to optimisation and sampling, the linewidths of this artifical model PSD are deliberately broadened in a uniform manner (by default, by $1/200 \Delta\nu$) --- this has the effect of smoothing out the likelihood landscape, thereby alleviating the issue of trapping in tight local minima caused by the very narrow linewidths of the g-dominated mixed modes.
+
+## GUI
+
+In addition to a `DipoleStar` class (analogous to `star` in `pbjam`), we provide a GUI console for fine-tuning an initial guess to these asymptotic parameters. The primary use case for this is to refine the search space (i.e. reduce size of the prior volume) for more expensive computational methods, such as nested sampling. Simple tasks, such as simplex and genetic-algorithm optimisation, can also be performed from within the GUI.
+
+
+
+## Contributing
+
+
+
+Reggae is currently developed by the following team:
+
+- Joel Ong (Mode frequency generative model + GUI)
+- Martin B. Nielsen (PSD model)
+- Guy R. Davies
+- Emily Hatt
+
+We welcome contributions from the community. Easy ways to get started include:
+
+- Finding bugs in our code — please open GitHub issues for these.
+- Implementing feature suggestions — we welcome pull requests!
+
+
+
+We expect contributors to adhere to our [code of conduct](CODE_OF_CONDUCT.md).
+
+## License
+
+Reggae is released under the MIT license.
\ No newline at end of file
diff --git a/src/somef_core/test/test_data/README-sunpy.rst b/src/somef_core/test/test_data/README-sunpy.rst
new file mode 100644
index 0000000..75c6d1a
--- /dev/null
+++ b/src/somef_core/test/test_data/README-sunpy.rst
@@ -0,0 +1,115 @@
+*********
+``sunpy``
+*********
+|SunPy Logo|
+
++-----------------------------------+-----------------------------------+-----------------------------------+
+| Release | Development | Community |
++===================================+===================================+===================================+
+| |Latest PyPi Version| | |Python Versions| | |Matrix Chat Room| |
++-----------------------------------+-----------------------------------+-----------------------------------+
+| |Latest Conda Version| | |Project Status: Active| | |OpenAstronomy Discourse| |
++-----------------------------------+-----------------------------------+-----------------------------------+
+| |Zenodo - Latest DOI| | |Continuous Integration Status| | |Google Groups Mailing List| |
++-----------------------------------+-----------------------------------+-----------------------------------+
+| |sunpy stable documentation| | |CodeCov Code Coverage| | |Powered by NumFOCUS| |
++-----------------------------------+-----------------------------------+-----------------------------------+
+| |sunpy citation| | | |pyOpenSci| |
++-----------------------------------+-----------------------------------+-----------------------------------+
+
+.. |SunPy Logo| image:: https://raw.githubusercontent.com/sunpy/sunpy-logo/master/generated/sunpy_logo_landscape.png
+ :width: 200px
+.. |Latest PyPi Version| image:: https://img.shields.io/pypi/v/sunpy.svg
+ :target: https://pypi.python.org/pypi/sunpy/
+.. |Python Versions| image:: https://img.shields.io/pypi/pyversions/sunpy
+ :target: https://pypi.python.org/pypi/sunpy/
+.. |Matrix Chat Room| image:: https://img.shields.io/matrix/sunpy:openastronomy.org.svg?colorB=%23FE7900&label=Chat&logo=matrix&server_fqdn=matrix.org
+ :target: https://app.element.io/#/room/#sunpy:openastronomy.org
+.. |Latest Conda Version| image:: https://anaconda.org/conda-forge/sunpy/badges/version.svg
+ :target: https://anaconda.org/conda-forge/sunpy
+.. |Project Status: Active| image:: https://www.repostatus.org/badges/latest/active.svg
+ :target: https://www.repostatus.org/#active
+.. |OpenAstronomy Discourse| image:: https://cdck-file-uploads-global.s3.dualstack.us-west-2.amazonaws.com/try2/original/1X/5e1e3b3cada2d7fbae4734d4bc53999933d71c95.svg
+ :height: 20px
+ :target: https://community.openastronomy.org/
+.. |Zenodo - Latest DOI| image:: https://zenodo.org/badge/2165383.svg
+ :target: https://zenodo.org/badge/latestdoi/2165383
+.. |Continuous Integration Status| image:: https://github.com/sunpy/sunpy/actions/workflows/ci.yml/badge.svg?branch=main
+ :target: https://github.com/sunpy/sunpy/actions/workflows/ci.yml
+.. |Google Groups Mailing List| image:: https://upload.wikimedia.org/wikipedia/commons/2/27/Google_Groups_logo.gif
+ :height: 20px
+ :target: https://groups.google.com/g/sunpy
+.. |sunpy stable documentation| image:: https://readthedocs.org/projects/sunpy/badge/?version=stable
+ :target: https://docs.sunpy.org/
+.. |CodeCov Code Coverage| image:: https://codecov.io/gh/sunpy/sunpy/branch/main/graph/badge.svg
+ :target: https://codecov.io/gh/sunpy/sunpy
+.. |Powered by NumFOCUS| image:: https://img.shields.io/badge/powered%20by-NumFOCUS-orange.svg?style=flat&colorA=E1523D&colorB=007D8A
+ :target: https://numfocus.org
+.. |sunpy citation| image:: https://img.shields.io/badge/cite-sunpy-orange
+ :target: https://docs.sunpy.org/en/stable/citation.html
+.. |pyOpenSci| image:: https://tinyurl.com/y22nb8up
+ :target: https://github.com/pyOpenSci/software-submission/issues/147
+
+``sunpy`` is a Python software package that provides fundamental tools for accessing, loading and interacting with solar physics data in Python.
+It includes an interface for searching and downloading data from multiple data providers, data containers for image and time series data, commonly used solar coordinate frames and associated transformations, as well as other functionality needed for solar data analysis.
+
+Installation
+============
+
+We recommended following the `installation guide `__ in the ``sunpy`` documentation.
+This will walk you through installing ``sunpy`` and all of its dependencies.
+
+Usage
+=====
+
+If you are new to ``sunpy``, the best place to start is the `tutorial `__.
+the `example gallery `__ also includes a collection of shorter and more specific examples of using ``sunpy``.
+
+Changes
+=======
+
+See our `changelog `__. for the latest changes in ``sunpy``.
+
+Getting Help
+============
+
+For more information or to ask questions about ``sunpy`` or any other SunPy Project package, please check out:
+
+- `sunpy documentation `__
+- `SunPy Chat`_
+- `SunPy mailing list `__
+- `SunPy Community forum `__
+
+Acknowledging or Citing ``sunpy``
+=================================
+
+If you use ``sunpy`` in your scientific work, we would appreciate your `citing it in your publications `__.
+The continued growth and development of ``sunpy`` is dependent on the community being aware of ``sunpy``.
+
+Contributing
+============
+
+The SunPy Project is a community-driven open-source project that welcomes any and all contributions.
+Whether you are a developer, student, or user, you can help by contributing code, documentation, or community support.
+
+If you would like to get involved, the `Newcomers Guide`_ guide explains the many different ways to contribute to the SunPy Project and also shows how to get set up with a development workflow.
+
+Help is always welcome, so come and say hello by joining the `SunPy Chat`_ and look over the `Good First Issues list`_ for the ideal places to start.
+
+.. _Newcomers Guide: https://docs.sunpy.org/en/latest/dev_guide/contents/newcomers.html
+.. _Good First Issues list: https://github.com/sunpy/sunpy/issues?q=is%3Aissue+is%3Aopen+sort%3Aupdated-desc+label%3A%22Good+First+Issue%22
+
+Usage of Generative AI
+======================
+
+We expect authentic engagement in our community.
+Be wary of posting output from Large Language Models or similar generative AI as comments on GitHub or any other platform, as such comments tend to be formulaic and low quality content.
+If you use generative AI tools as an aid in developing code or documentation changes, ensure that you fully understand the proposed changes and can explain why they are the correct approach and an improvement to the current state.
+
+Code of Conduct
+===============
+
+When you are interacting with the SunPy Community you are asked to follow our `Code of Conduct `__.
+
+.. _SunPy Chat: https://app.element.io/#/room/#sunpy:openastronomy.org
\ No newline at end of file
diff --git a/src/somef_core/test/test_data/README-tpronk.md b/src/somef_core/test/test_data/README-tpronk.md
new file mode 100644
index 0000000..63d4c19
--- /dev/null
+++ b/src/somef_core/test/test_data/README-tpronk.md
@@ -0,0 +1,75 @@
+# somef-demo-repo
+This repo aims to provide values for each metadata field that SOMEF (v0.9.4) can extract.
+
+# Acknowledgements
+This demonstration repo was created during the maSMP hackathon at [ZB MED](https://www.zbmed.de/en) sponsored by [NFDI4DataScience](https://www.nfdi4datascience.de). NFDI4DataScience is a consortium funded by the German Research Foundation (DFG), project number 460234259.
+
+# Citation
+Please cite this repo as Pronk, T. (2023). *somef-demo-repo: This repo aims to provide values for each metadata field that SOMEF (v0.9.4) can extract* (Version 0.0.1) [Computer software]. https://github.com/tpronk/somef-demo-repo
+
+# Contact
+Contact person responsible for maintaining a software component
+
+# Contributors
+Here could be a list of contributors to this software component
+
+# Documentation
+Where to find additional documentation about a software component.
+
+# Download
+Download instructions included in the repository.
+
+# Executable notebook
+Here you find a non-functioning executable notebook in Jupyter on top of Binder: https://mybinder.org/dummy-notebook
+
+# FAQ
+Frequently asked questions about a software component
+
+# Identifier
+Copied from the [deeprank2 repo](https://github.com/DeepRank/deeprank2)
+[](https://zenodo.org/badge/latestdoi/450496579)
+
+# Image
+Images used to illustrate the software component.
+
+Image different from logo
+
+
+# Installation instructions
+A set of instructions that indicate how to install a target repository
+
+# Invocation
+Execution command(s) needed to run a scientific software component. Copied from [https://github.com/MPDL/unibiAPC/](https://github.com/MPDL/unibiAPC/)
+
+```{r, echo=FALSE, results='asis', message = FALSE}\nmy_apc %>% select(institution, euro) %>% \n group_by(institution) %>% \n ezsummary::ezsummary(n = TRUE, digits= 0, median = TRUE,\n extra = c(\n sum = \"sum(., na.rm = TRUE)\",\n min = \"min(., na.rm = TRUE)\",\n max = \"max(., na.rm = TRUE)\"\n )) %>%\n mutate_all(format, big.mark=',') %>%\n ezsummary::ezmarkup('...[. (.)]..[. - .]') %>%\n#> get rid of blanks\n mutate(`mean (sd)` = gsub(\"\\\\( \", \"(\", .$`mean (sd)`)) %>% \n select(institution, n, sum, `mean (sd)`, median, `min - max`) %>%\n arrange(desc(n)) %>%\n knitr::kable(col.names = c(\"Institution\", \"Articles\", \"Spending total (in \u20ac)\", \"Mean (SD)\", \"Median\", \"Minimum - Maximum\"), align = c(\"l\",\"r\", \"r\", \"r\", \"r\", \"r\"))\n```
+
+# Logo
+Main logo used to represent the target software component.
+
+
+# Package distribution
+[](https://pypi.python.org/pypi/mapeathor)
+
+# Related documentation
+For instructions on using OBA to create your API server, go to the [documentation](https://oba.readthedocs.io/en/latest/)
+
+# Related papers
+[Yulun Zhang](http://yulunzhang.com/), [Yapeng Tian](http://yapengtian.org/), [Yu Kong](http://www1.ece.neu.edu/~yukong/), [Bineng Zhong](https://scholar.google.de/citations?user=hvRBydsAAAAJ&hl=en), and [Yun Fu](http://www1.ece.neu.edu/~yunfu/), "Residual Dense Network for Image Super-Resolution", CVPR 2018 (spotlight), [[arXiv]](https://arxiv.org/abs/1802.08797)
+
+# Repository status
+[](https://www.repostatus.org/#active)
+
+# Requirements
+Pre-requisites and dependencies needed to execute a software component.
+
+# Run
+There is no code in this repo that can be run.
+
+# Support
+Guidelines and links of where to obtain support for a software component
+
+# Support channels
+[](https://gitter.im/OpenGeoscience/geonotebook)
+
+# Usage examples
+Assumptions and considerations recorded by the authors when executing a software component, or examples on how to use it.
\ No newline at end of file
diff --git a/src/somef_core/test/test_data/README-unboundedsystems.md b/src/somef_core/test/test_data/README-unboundedsystems.md
new file mode 100644
index 0000000..7183625
--- /dev/null
+++ b/src/somef_core/test/test_data/README-unboundedsystems.md
@@ -0,0 +1,86 @@
+[](https://adaptjs.org)
+
+[](https://www.npmjs.com/package/@adpt/cli)
+[](https://gitter.im/UnboundedSystems/Adapt)
+[](https://opensource.org/licenses/Apache-2.0)
+
+# Adapt - ReactJS for your infrastructure.
+
+AdaptJS is a system to easily, reliably, and repeatably deploy your full-stack applications. Adapt specifications look like [React](https://reactjs.org) apps, but instead of rendering browser DOM elements like ``, or `
[🔍](./codemetajson.md)
| [📄](https://github.com/codemeta/codemeta/blob/master/crosswalk.csv)| [v3.0](https://w3id.org/codemeta/3.0)|[Example](https://github.com/codemeta/codemeta/blob/master/codemeta.json) |
+| `readme.me` | Markdown | Main documentation file of repository | [🔍](./readmefile.md)
| | |[Example](https://github.com/KnowledgeCaptureAndDiscovery/somef/blob/master/README.md) |
+| `composer.json` | PHP | Manifest file serves as the package descriptor used in PHP projects. | [🔍](./composer.md)
| [📄](https://getcomposer.org/doc/04-schema.md)| [2.8.12](https://getcomposer.org/changelog/2.8.12)|[Example](https://github.com/composer/composer/blob/main/composer.json) |
+| `juliaProject.toml` | Python | Defines the package metadata and dependencies for Julia projects, used by the Pkg package manager.| [🔍](./julia.md)
| [📄](https://docs.julialang.org/en/v1/)| |[Example](https://github.com/JuliaLang/TOML.jl/blob/master/Project.toml) |
+| `pyproject.toml` | Python | Modern Python project configuration file used by tools like Poetry and Flit | [🔍](./pyprojecttoml.md)
| [📄](https://packaging.python.org/en/latest/guides/writing-pyproject-toml/)| |[Example](https://github.com/KnowledgeCaptureAndDiscovery/somef/blob/master/pyproject.toml) |
+| `requirements.txt` | Python | Lists Python package dependencies | [🔍](./requirementstxt.md)
| [📄](https://pip.pypa.io/en/stable/reference/requirements-file-format/)| 25.2|[Example](https://github.com/oeg-upm/FAIR-Research-Object/blob/main/requirements.txt) |
+| `setup.py` | Python | Package file format used in python projects | [🔍](./setuppy.md)
| [📄](https://packaging.python.org/en/latest/guides/distributing-packages-using-setuptools/#setup-args)| |[Example](https://github.com/oeg-upm/soca/blob/main/setup.py) |
+| `DESCRIPTION` | R | Metadata file for R packages including title, author, and version | [🔍](./description.md)
| [📄](https://r-pkgs.org/description.html)| | [Example](https://github.com/cran/ggplot2/blob/master/DESCRIPTION) |
+| `*.gemspec` | Ruby | Manifest file serves as the package descriptor used in Ruby gem projects. | [🔍](./gemspec.md)
| [📄](https://guides.rubygems.org/specification-reference/)| |[Example](https://github.com/rubygems/rubygems/blob/master/bundler/bundler.gemspec) |
+| `cargo.toml` | Rust | Manifest file serves as the package descriptor used in Rust projects | [🔍](./cargo.md)
| [📄](https://doc.rust-lang.org/cargo/reference/manifest.html)| |[Example](https://github.com/rust-lang/cargo/blob/master/Cargo.toml) |
+| `*.cabal` | Haskell | Manifest file serving as the package descriptor for Haskell projects.| [🔍](./cabal.md)
| [📄](https://cabal.readthedocs.io/en/3.10/cabal-package.html)| |[Example](https://github.com/haskell/cabal/blob/master/Cabal/Cabal.cabal) |
+| `dockerfile` | Dockerfile | Build specification file for container images that can include software metadata via LABEL instructions (OCI specification).| [🔍](./dockerfiledoc.md)
| [📄](https://docs.docker.com/reference/dockerfile/)| |[Example](https://github.com/FairwindsOps/nova/blob/master/Dockerfile) |
+| `publiccode.yml` | YAML | YAML metadata file for public sector software projects| [🔍](./publiccode.md)
| [📄](https://yml.publiccode.tools//)| |[Example](https://github.com/maykinmedia/objects-api/blob/master/publiccode.yaml) |
+
+> **Note:** The general principles behind metadata mapping in SOMEF are based on the [CodeMeta crosswalk](https://github.com/codemeta/codemeta/blob/master/crosswalk.csv) and the [CodeMeta JSON-LD context](https://github.com/codemeta/codemeta/blob/master/codemeta.jsonld).
+> However, each supported file type may have specific characteristics and field interpretations.
+
+
+
+
+## Types of metadata in SOMEF
+
+| Type | Metadata Category |
+|----------------------|---------------------------|
+| Agent | authors |
+| Keywords | keywords |
+| License | license |
+| Release | version |
+| Software_application | requirements |
+| String | description |
+| String | name |
+| String | package_id |
+| String | runtime_platform |
+| Url | has_package_file |
+| Url | homepage |
+| Url | issue_tracker |
+| Url | package_distribution |
+
+
+## Example: Dependency Metadata Extraction from Configuration Files
+
+SOMEF parses configuration files like `pom.xml` to extract **structured metadata** about software dependencies and other requirements.
+
+---
+
+### Source File: Snippet from `Widoco/pom.xml`
+
+Below is the XML fragment for the Maven dependency that is being parsed:
+
+```xml
+
+
+[_(EUV imagery of the solar disk, taken by NASA SDO)_](https://www.nist.gov/image/1280px-sun-august12010jpg)
+
+# Overview
+`EUVpy` is a Python module that contains the NEUVAC empirical model of solar EUV irradiance for use primarily in thermosphere-ionosphere models.
+Conceptual development was carried out by Dr. Aaron J. Ridley and analysis and contributions were made by Dr. Daniel A. Brandt and Dr. Joseph Paki.
+
+`EUVpy` also contains code for running, comparing, and analyzing the performance of NEUVAC in comparison to other
+empirical models such as EUVAC, HEUVAC, HFG, and FISM2. As such, the package includes access to EUVAC, HEUVAC, and HFG,
+and allows the user to download the F10.7 index at will.
+
+# Installation
+
+You can obtain `EUVpy` with a simple git clone command. In the terminal, execute the following command:
+
+> git clone https://github.com/DanBrandt/EUVpy.git
+
+The EUVpy package provides access to the HEUVAC model, which is written in Fortran and requires gfortran to be installed. To
+install gfortran (if you don't already have it), open a terminal and execute the following command:
+
+> sudo apt-get install gfortran
+
+Now, enter into the package folder and run the following command in order to compile the Fortran code that HEUVAC
+alone depends upon:
+
+> cd EUVpy\
+> . install_heuvac.sh
+
+If this step gives you trouble, try executing the following code **first**, and then retry the above commands.
+
+> git submodule update --init --recursive --remote
+
+After HEUVAC is compiled once, you should never have to compile it again.
+
+Now you are in a position to install the rest of the EUVpy package. Before doing this, you will first want to initialize a Python virtual environment.
+
+> cd ~/.virtualenvs\
+> python**3.x** -m venv myVenv\
+> pip install --upgrade pip\
+> pip install wheel\
+> source myVenv/bin/activate
+
+Above, 'python**3.x**' refers to whatever version of Python 3 you have installed. EUVpy works with any version of Python 3.
+You may now use one of two ways to install EUVpy. You can install from the cloned repo directly, or you can install from PyPI.
+
+## Installing from the Cloned Repository
+
+Navigate back to the package folder:
+
+> cd\
+> cd myDirectory/EUVpy
+
+After this is done, simply execute the following command:
+
+> pip install .
+
+## Installing from PyPI
+
+A simpler way to install also involves just entering the following in the terminal:
+
+> pip install EUVpy
+
+**Note:** If you choose this route, you'll have to install HEUVAC differently than described above. You will have to
+navigate the directory containing the HEUVAC files, and execute the following command, as follows:
+
+> cd src/EUVpy/empiricalModels/models/HEUVAC/srcHEUVAC
+> . compile.sh
+
+You can then return to the top package directory. This should only have to be done once.
+This approach will be replaced with a user-friendly console script in the next release of this package.
+
+### Unit Testing
+
+**Note: this section only applies if you installed from the cloned repo.**
+
+Just to make sure everything installed correctly, while in the package folder, run the following command in the terminal.
+
+> pytest
+
+If all of the tests pass, you should be good to go! If you find an issue at this step (or any other) please don't hesitate
+to reach out!
+
+# Usage
+EUVpy contains modules for **4** different EUV irradiance models. These models include:
+* NEUVAC
+* EUVAC
+* HEUVAC
+* HFG (SOLOMON)
+
+We note that SOLOMON in the literature can either refer to the empirical model between F10.7 and 81 day-averaged F10.7
+centered on the current day (hereafter F10.7A) and EUV irradiance in 22 overlapping bands as described by Solomon and
+Qian 2005, or it can refer to _any_ EUV irradiance data summed into those 22 overlapping bins (referred to as the STAN
+BANDS). In this package, SOLOMON only refers to the former, though functionality does exist to run all other models in
+the STAN BANDS.
+
+## Finding your way around
+
+There are few folders in this package:
+* **empiricalModels**: Contains code and data for EUVAC, HEUVAC, and SOLOMON, as well as FISM:
+* **experiments**: Contains code and figures related to the publication associated with NEUVAC. In this folder, the file
+_fitNeuvac.py_ s used for actually performing the NEUVAC fits between F10.7, F10.7A, and FISM2, while _uncNeuvac.py_
+contains code for computing the correlation matrix used to enable running NEUVAC ensembles, as well as generating plots
+of the squared difference between NEUVAC and FISM2 in different bands.
+* **NEUVAC**: Contains the code for running NEUVAC.
+* **solarIndices**: Contains F10.7 solar index data, from both OMNIWeb and Penticton.
+* **tools**: Contains code for miscellaneous helper functions. In this folder appears the following:
+ * _EUV_: Contains numerous functions within fism2_process.py for reading in and rebinning FISM2 data.
+ * _processIndices.py_: Contains functions for reading in, downloading, and cleaning OMNIWeb data.
+ * _processIrradiances.py_: Contains functions for reading in data from TIMED/SEE, SDO/EVE, and FISM.
+ * _spectralAnalysis.py_: Contains functions for converting between solar spectral irradiance and solar spectral flux.
+ * _toolbox.py_: Contains miscellaneous helper functions that mainly focus on directory management, loading and saving data, statistics, and fitting.
+
+Each of the models in EUVpy requires F10.7 as an input. To grab F10.7 between any two dates, simply do the following:
+
+> from EUVpy.tools import processIndices
+>
+> f107times, f107, f107a, f107b = processIndices.getCLSF107('YYYY-MM-DD', 'YYYY-MM-DD', truncate=False)
+
+To import any of the models, simply do as follows:
+
+NEUVAC
+> from EUVpy.NEUVAC import neuvac
+>
+> neuvacIrr, _, _, _ = neuvac.neuvacEUV(f107, f107b, bands='EUVAC')
+
+EUVAC
+> from EUVpy.empiricalModels.models.EUVAC import euvac
+>
+> euvacFlux, euvacIrr, _, _, _ = euvac.euvac(f107, f107a)
+
+HEUVAC
+> from EUVpy.empiricalModels.models.HEUVAC import heuvac
+>
+> heuvac_wav, heuvacFlux, heuvacIrr, _, _, _ = heuvac.heuvac(f107, f107a, torr=True)
+
+SOLOMON
+> from EUVpy.empiricalModels.models.SOLOMON import solomon
+>
+> solomonFluxHFG, solomonIrrHFG = SOLOMON.solomon.solomon(f107, f107a, model='HFG')
+>
+> solomonFluxEUVAC, solomonIrrEUVAC = SOLOMON.solomon.solomon(f107, f107a, model='EUVAC')
+
+# Examples
+
+There is a [Python notebook](https://github.com/DanBrandt/EUVpy/blob/main/examples/euvpy_examples.ipynb) you can walk through in order to get familiar with the basic functionality of EUVpy.
+
+We encourage you to peruse [more examples](https://github.com/DanBrandt/EUVpy/blob/main/docs/source/examples.rst) in the documentation for guidelines on how to run each of the models.
+
+Due to the unique construction of NEUVAC, at present, we only recommend running ensembles for NEUVAC, and not any of the
+other models.
+
+# Code of Conduct
+In using this code, depending on the module used, proper citations should be given to the original authors responsible
+for developing each model or dataset:
+
+NEUVAC: [Brandt and Ridley, 2024](https://agupubs.onlinelibrary.wiley.com/doi/pdfdirect/10.1029/2024SW004043)
+
+EUVAC: [Richards, et al. 1994](https://agupubs.onlinelibrary.wiley.com/doi/abs/10.1029/94ja00518)
+
+HEUVAC [Richards, et al. 2006](https://www.sciencedirect.com/science/article/pii/S0273117705008288?casa_token=zEhwbyXrC8MAAAAA:qHFmKe0ZDE4gMsAX9qAHESvPyoEDFLBlhHuLaEsIwYFykhFXN79--XttCW-QDg1sA4wgD54ysFc)
+
+SOLOMON [Solomon and Qian, 2005](https://agupubs.onlinelibrary.wiley.com/doi/pdf/10.1029/2005JA011160)
+
+FISM2: [Chamberlin, et al. 2020](https://agupubs.onlinelibrary.wiley.com/doi/pdf/10.1029/2020SW002588)
diff --git a/src/somef_core/test/test_data/README-agora.md b/src/somef_core/test/test_data/README-agora.md
new file mode 100644
index 0000000..f87aba4
--- /dev/null
+++ b/src/somef_core/test/test_data/README-agora.md
@@ -0,0 +1,511 @@
+# agora-py
+
+
+**agora-py** is a Python library that supports *Web-scale Ontology-driven Access to Distributed Linked Data*.
+
+Currently, there is a huge number of *dereferenciable* Linked Data resources that are not being properly consumed neither explored.
+That is, the absolute majority of approaches for consuming Linked Data either ignore or inhibit such virtue,
+underutilizing the Web as a platform.
+Agora (agora-py) aims to be a tool that enables Linked Data consumers to live-query the Web of Data in a unified and explorative way:
+* Driven by known vocabularies;
+* Constrained by
+ * the scope of the given query,
+ * a set of seed resources whose URIs and types are known.
+
+Although Agora is designed as well to be deployed as a microservices infrastructure,
+it can be fully used as a Python middleware, without the need for any other external dependency than the Web of Data.
+
+## Install
+
+agora-py is still not uploaded to PyPi, however the current repository
+can be passed as source for pip:
+
+```
+$ pip install git+https://github.com/oeg-upm/agora-py.git
+```
+
+## Getting Started
+
+Before issuing the first query, Agora needs to know the following:
+1. The vocabulary that will drive the exploration;
+2. One seed resource whose URI and type (any Class in the vocabulary) is known.
+
+### Register vocabularies
+
+**agora-py** requires to be provided with the vocabularies (RDFS, OWL) that will be used
+to drive the exploration of Linked Data resources.
+
+```python
+from agora import Agora
+
+a = Agora()
+
+# movies.ttl is in path agora/examples/movies/movies.ttl
+with open('movies.ttl') as f:
+ a.fountain.add_vocabulary(f.read())
+
+print a.fountain.types
+
+```
+
+### Declare seeds
+
+Once Agora is provided with a vocabulary that defines at least one Class, seed
+resources can be declared as follows:
+
+```python
+from agora import Agora
+
+a = Agora()
+with open('movies.ttl') as f:
+ a.fountain.add_vocabulary(f.read())
+
+a.fountain.add_seed('http://dbpedia.org/resource/Blade_Runner', 'dbpedia-owl:Film')
+a.fountain.add_seed('http://dbpedia.org/resource/Braveheart', 'dbpedia-owl:Film')
+print a.fountain.seeds
+
+```
+
+### Query the Web
+
+Agora enables Linked Data consumers to live-query the Web of Data using
+SPARQL. The given queries (in fact, their BGP and filters) together with the registered
+vocabularies and provided seeds, define the scope of the link-traversal exploration.
+
+```python
+from agora import Agora
+
+a = Agora()
+with open('movies.ttl') as f:
+ a.fountain.add_vocabulary(f.read())
+
+a.fountain.add_seed('http://dbpedia.org/resource/Blade_Runner', 'dbpedia-owl:Film')
+a.fountain.add_seed('http://dbpedia.org/resource/Braveheart', 'dbpedia-owl:Film')
+
+query = """SELECT DISTINCT ?name ?actor WHERE {
+ [] foaf:name ?name ;
+ dbpedia-owl:starring [
+ dbp:birthName ?actor
+ ]
+ }"""
+
+for row in a.query(query):
+ print row
+```
+
+## Background
+
+### Linked Data
+
+The Linked Data principles [^1] enable the creation of the Web of Data:
+
+1. Use URIs as names for things.
+2. Use HTTP URIs so that people can look up those things.
+3. When someone looks up a URI, provide useful information, using the standards (RDF, SPARQL).
+4. Include links to other URIs (within this information) so that they can discover more things.
+
+#### Consuming Linked Data on the Web [^2]
+
+| | data warehousing | search engines | query federation | link traversal | [linked data fragments][ldf] |
+|-----------------------------|------------------------|----------------|--------------------|---------------------------------|-----------------------|
+| Universe of discourse (UoD) | loaded data | Web of Data | known data sources | Web of Data | known data sources |
+| Required source interface | mainly RDF dumps | arbitrary | SPARQL endpoints | **Linked Data (look up) interface** | LDF servers |
+| Access to original data | no | no | yes | yes | yes |
+| Supporting data structures | indices and statistics | crawled index | statistics | - | ? |
+| Response and throughput | fast / fast | fast / fast | slow / medium | medium / slow | medium / slow |
+| Recall (w.r.t. UoD) | 100% | <100% | 100% | <100% | 100% |
+| Precision | 100% | <100% | 100% | 100% | 100% |
+| Up-to-dateness | low | medium | high | high | high |
+
+#### What about Linked Data principles 2 and 3?
+Only link traversal leverages available Linked Data (look-up) interfaces. A URI should not just serve as a global identifier, but also as provider of a structured data representation of the identified entity. The absolute majority of implemented solutions ignore both principles.
+
+Why do not we rely on these HTTP look-up interfaces to directly consume Linked Data? Is it really necessary to give them up in favor of using SPARQL endpoints or any other (non-LD) interface to efficiently access and query Linked Data?
+
+### Web of Data
+
+#### Benefits
+The three main benefits of the Web of Data are:
+
+* Feasibility to perform live-querying over a dataspace that integrates a large number of interlinked datasets as if it was a huge multidatabase system.
+* Data sources may be considerably lighter, scalable and maintanable than (reliable) SPARQL endpoints. They can be interfaced as just RESTful APIs that provide RDF by dereferencing known resources.
+* Enables freshness and serendipitous discovery of data sources and results.
+
+#### Problems
+Some problems of (live-)querying the Web of Data:
+
+* Not any approach for executing queries that range over all Linked Data on the Web can guarantee complete query results.
+* Its openness and growth introduces data integration issues such as coreferencing and schema heterogeneity.
+* Looking up certain URIs may result in the retrieval of an unforeseeable large set of RDF triples.
+* Response times may vary significantly between different servers. Look-ups may take unexpectedly long or may not be answered at all.
+* Restrictions on clients such as sercing only a limited number of requests per second (rate limits).
+
+### Workload distribution
+
+Can we minimize server resource usage while still enabling clients to query data sources efficiently?
+
+
+ 
+
+ 
+
+ 
+
+ 
+
+ 
+
+ 
+
• [bibtex-to-cff](https://github.com/monperrus/bibtexbrowser/)
• [cff-from-621](https://pypi.org/project/cff-from-621/)
• [openCARP-CI](https://git.opencarp.org/openCARP/openCARP-CI/-/tree/master/#create_cff) | +| GitHub Actions | | | [cff-validator](https://github.com/marketplace/actions/cff-validator) | • [cffconvert](https://github.com/marketplace/actions/cffconvert)
• [codemeta2cff](https://github.com/caltechlibrary/codemeta2cff) | +| GitHub Bot | | | [#238](https://github.com/citation-file-format/citation-file-format/issues/238) | | +| Docker | | | [cffconvert Docker image](#validation-heavy_check_mark) | [cffconvert Docker image](https://hub.docker.com/r/citationcff/cffconvert) | +| Go | | | | • [datatools/codemeta2cff](https://github.com/caltechlibrary/datatools/) | +| Haskell | | • [cffreference](https://github.com/kevinmatthes/cffreference) | | | +| Java | • [CFF Maven plugin](https://github.com/hexatomic/cff-maven-plugin) | • [CFF Maven plugin](https://github.com/hexatomic/cff-maven-plugin) | | • [CFF Maven plugin](https://github.com/hexatomic/cff-maven-plugin) | +| JavaScript | | | | • [Citation.js](https://citation.js.org/) [plugin](https://www.npmjs.com/package/@citation-js/plugin-software-formats) | +| Julia | | | • [Bibliography.jl](https://github.com/Humans-of-Julia/Bibliography.jl) | • [Bibliography.jl](https://github.com/Humans-of-Julia/Bibliography.jl) | +| PHP | | | | • [bibtex-to-cff](https://github.com/monperrus/bibtexbrowser/) | +| Python | | • [cff2toml](https://github.com/willynilly/cff2toml)
• [doi2cff](https://github.com/citation-file-format/doi2cff)
• [updateCitation](https://github.com/hunterhogan/updateCitation) | • [cffconvert](#validation-heavy_check_mark) | • [cff-from-621](https://pypi.org/project/cff-from-621/)
• [cff2toml](https://github.com/willynilly/cff2toml)
• [cffconvert](https://github.com/citation-file-format/cff-converter-python)
• [doi2cff](https://github.com/citation-file-format/doi2cff)
• [openCARP-CI](https://git.opencarp.org/openCARP/openCARP-CI/-/tree/master/#create_cff)
• [py_bibtex_to_cff_converter](https://github.com/vdplasthijs/py_bibtex_to_cff_converter) | +| R | | | • [cffr](https://CRAN.R-project.org/package=cffr) | • [citation](https://cran.r-project.org/web/packages/citation/)
• [r2cff](https://github.com/ocbe-uio/RCFF)
• [handlr](https://github.com/ropensci/handlr)
• [cffr](https://CRAN.R-project.org/package=cffr) | +| Ruby | • [ruby-cff](https://github.com/citation-file-format/ruby-cff) | • [ruby-cff](https://github.com/citation-file-format/ruby-cff) | • [ruby-cff](https://github.com/citation-file-format/ruby-cff) | • [ruby-cff](https://github.com/citation-file-format/ruby-cff) | +| Rust | • [Aeruginous](https://github.com/kevinmatthes/aeruginous-rs) | • [Aeruginous](https://github.com/kevinmatthes/aeruginous-rs) | | • [citeworks](https://github.com/passcod/citeworks) | +| TypeScript | | | | [#28](https://github.com/citation-file-format/citation-file-format/issues/28#issuecomment-892105342) | +| Website | • [cffinit](https://citation-file-format.github.io/cff-initializer-javascript/) | | | | + +## Maintainers :nerd_face: + +The Citation File Format schema is maintained by + +- Stephan Druskat ([@sdruskat](https://github.com/sdruskat/)) +- Jurriaan H. Spaaks ([@jspaaks](https://github.com/jspaaks/)) + +## Contributing :handshake: + +The Citation File Format is a collaborative project and we welcome suggestions and contributions. We hope one of the invitations below works for you, but if not, please let us know! + +:running: **I'm busy, I only have 1 minute** +- Tell a friend about the Citation File Format, or tweet about it! +- Give the project a star :star:! + +:hourglass_flowing_sand: **I've got 10 minutes - tell me what I should do** +- Create a `CITATION.cff` file for your repository. +- Suggest ideas for how you would like to use the Citation File Format, or for an improvement to the format or its tooling. +- If you know how to validate `CITATION.cff` files, help someone with a validation problem and look at the [issues labeled ](https://github.com/citation-file-format/citation-file-format/issues?q=is%3Aopen+is%3Aissue+label%3A%22help+wanted%22+label%3Avalidation) + +:computer: **I've got a few hours to work on this** +- Help create tooling for the community by looking at the [issues labeled ](https://github.com/citation-file-format/citation-file-format/issues?q=is%3Aopen+is%3Aissue+label%3A%22help+wanted%22+label%3Atooling) + +:tada: **I want to help grow the community** +- Write a blog post or news item for your own community. +- Organise a hack event or workshop to help others use or improve the Citation File Format. + +Please read the more detailed [contributing guidelines](CONTRIBUTING.md) and [open a GitHub issue](https://github.com/citation-file-format/citation-file-format/issues) to suggest a new idea or let us know about bugs. Please put up pull requests for changes to the format and schema against the `develop` branch! + +## License :balance_scale: + +Copyright © 2016 - 2023. The Citation File Format Contributors + +This work is licensed under a [Creative Commons Attribution 4.0 International (CC-BY-4.0)](https://creativecommons.org/licenses/by/4.0/legalcode) license. + +## Acknowledgments :pray: + +**We'd like to thank everyone who has contributed to the Citation File Format!** +They are listed in the [`CITATION.cff`](CITATION.cff) file for this repository. Please open an issue if you find that you are missing from the file. + +We gratefully acknowledge support from: + +- The [Institute for Software Technology](https://www.dlr.de/en/sc) of the [German Aerospace Center (DLR)](https://www.dlr.de/en/) +- The [Netherlands eScience Center](https://www.esciencecenter.nl) +- The [Software Sustainability Institute](https://software.ac.uk/) \ No newline at end of file diff --git a/src/somef_core/test/test_data/README-componentinstaller.md b/src/somef_core/test/test_data/README-componentinstaller.md new file mode 100644 index 0000000..376776d --- /dev/null +++ b/src/somef_core/test/test_data/README-componentinstaller.md @@ -0,0 +1,139 @@ + +# Component Installer for deploying PySSA +[](http://www.gnu.org/licenses/gpl-3.0) +[](https://GitHub.com/urban233/ComponentInstaller/graphs/commit-activity) +[](https://GitHub.com/urban233/ComponentInstaller/issues/) +[](https://GitHub.com/urban233/ComponentInstaller/graphs/contributors/) +[](https://github.com/urban233/ComponentInstaller/releases/) + +## Contents of this document +* [Description](#Description) +* [Contents of this repository](#Contents-of-this-repository) + * [Sources](#Sources) + * [Documentation](#Documentation) + * [Assets](#Assets) +* [Build](#Build) + * [Windows](#Windows) + * [Source code](#Source-code) +* [Dependencies](#Dependencies) +* [Citation](#Citation) +* [References and useful links](#References-and-useful-links) +* [Acknowledgements](#Acknowledgements) + +## Description +The Component Installer is a software tool designed for use as a component-based installer. +It is capable of addressing a range of deployment contexts that typically necessitate more +intricate configuration than is typically required in other scenarios. +The PySSA Installer serves as a case study demonstrating +the potential utility of the component-based installation methodology. + + +## Contents of this repository +### Sources +The repository comprises four distinct source code units. + +- _src/main/java_ + - The package contains the communicator class, which is utilized for communication with WindowsTasks.exe. +- _src/main/kotlin_ + - The package contains the main source code, including gui and model. +- _WindowsWrapper/WindowsCmdElevator_ + - The package contains the class to elevate a normal cmd shell with admin privileges. +- _WindowsWrapper/WindowsTasks_ + - The package contains the communicator, which facilitates communication with the Kotlin application, as well as a number of useful classes for the management of the MS Windows operating system. + +### Documentation +The "deployment" folder +contains a user guide as PDF file. +This [PDF file](https://github.com/urban233/ComponentInstaller/blob/v1.0.1/deployment/inno_setup/PySSA-Component-Installer-User-Guide.pdf) is also available through the help menu item within the PySSA Component Installer. +The user guide explains the installation and uninstallation of every component +as well as the update procedure for ColabFold and PySSA. Furthermore, +it contains a troubleshooting section for WSL2 and ColabFold. + +### Assets +The "assets" folder contains +all logos including the WSL2, ColabFold and PySSA logo, as well as the PySSA Component Installer logo. +If you are using PySSA Component Installer for your own projects, you are welcome to give credit to PySSA Component Installer by using the logo in your presentations, etc. + +## Build +The Component Installer consists of a Kotlin/Java project and a C# solution with two projects. + +### Windows +To deploy the installer on a Microsoft Windows OS (10 or 11), use the provided +inno setup script as a starting point. +Be aware that the inno setup compiler needs to be pre-installed! + +### Source code +The Kotlin/Java project is a Gradle project. +In order to use the source code for your own software or do your own Component Installer build, +download or clone the repository and open it in a Gradle-supporting IDE (e.g. IntelliJ) +as a Gradle project and execute the build.gradle file. +Gradle will then take care of installing all dependencies. +A Java Development Kit (JDK) of version 17 must also be pre-installed and +set as project JDK / project compiler. + +The C# solution contains the C# project WindowsCmdElevator and WindowsTasks. Both can be compiled to +an .exe file using the provided FolderProfile.pubxml files. + +## Dependencies +**Needs to be pre-installed:** +* Java Development Kit (JDK) version 17 + * [Adoptium Open JDK](https://adoptium.net/temurin/archive/?version=17) (as one possible source of the JDK) +* .NET 8.0 + * [Microsoft .NET 8.0](https://dotnet.microsoft.com/en-us/download/dotnet/8.0) + +**Managed by Gradle:** +* Java Native Access (JNA) version 5.8.0 + * [Java Native Access GitHub repository](https://github.com/java-native-access) + * [LGPL, version 2.1 or later, or (from version 4.0 onward) the Apache License, version 2.0](https://github.com/java-native-access/jna?tab=License-1-ov-file) +* JeroMQ version 0.6.0 + * [JeroMQ GitHub repository](https://github.com/zeromq/jeromq) + * Mozilla Public License Version 2.0 + +**Managed by NuGet:** +* NLog version 5.3.2 + * [NLog GitHub repository](https://github.com/NLog/NLog) + * BSD-3-Clause license +* NetMQ version 4.0.1.13 + * [NetMQ GitHub repository](https://github.com/zeromq/netmq/) + * GNU Lesser General Public License 3 + +## Citation +You can cite this software or this repository as it is defined in the CITATION.cff file. + +## References and useful links +**Windows Subsystem for Linux** +* [What is the Windows Subsystem for Linux? (Article)](https://learn.microsoft.com/en-us/windows/wsl/about) +* [How to install Linux on Windows with WSL (Article)](https://learn.microsoft.com/en-us/windows/wsl/install) + +**ZeroMQ** +* [ZeroMQ Homepage](https://zeromq.org/) + * [Java implementation (JeroMQ)](https://github.com/zeromq/jeromq) + * [C# implementation (NetMQ)](https://github.com/zeromq/netmq/) + +## Acknowledgements +**Developers:** +* Martin Urban +* Hannah Kullik + +**End-user testers:** +* Jonas Schaub +* Achim Zielesny + +**Logo:** +* Martin Urban +* Hannah Kullik + +**Initialization, conceptualization, and supervision:** +* Achim Zielesny and Angelika Loidl-Stahlhofen + +**The ComponentInstaller project team would like to thank +the communities behind the open software libraries for their amazing work.** + + diff --git a/src/somef_core/test/test_data/README-csl-editor.md b/src/somef_core/test/test_data/README-csl-editor.md new file mode 100644 index 0000000..796938f --- /dev/null +++ b/src/somef_core/test/test_data/README-csl-editor.md @@ -0,0 +1,57 @@ +# Reference implementation of the cslEdit library for searching and editing .csl (Citation Style Language) files + +This web application allows users of CSL based reference managers to search for citation styles and edit them. It's still an alpha version, but the Visual Editor supports all the features of independent CSL styles (AFAIK) and it should be possible to do real work with it. + +It is an implementation of the [CSL editor library](https://github.com/citation-style-editor/csl-editor). + +Play with it here: [Citation Style Editor](http://editor.citationstyles.org) + +## Prerequisites + +- bash (on Windows, I recommend git bash included with [msysgit](http://code.google.com/p/msysgit/downloads/list)) +- git +- [Jekyll](https://github.com/mojombo/jekyll/wiki/install) +- Node.js 0.8.4 or later +- Java runtime (optional - for running trang to convert the CSL schema) +- Mail server (for sending feedback emails) + +## To Setup Development Version + +- Run `git clone --recursive https://github.com/citation-style-editor/csl-editor-demo-site.git csl-demo` to checkout the repo. + +- In the repo directory, run `jekyll serve` (optional: add `--watch` to automatically rebuild when source changes). + +- Point your browser to `localhost:5001` to view the site locally. + +- Point your browser to `localhost:5001/cslEditorLib/pages/unitTests.html` to run the unit tests + +## To Deploy + +This process creates a static HTML site with concatenated javascript files and cache busters on the URLs, and optionally pushes to the `gh-pages` branch, currently served by github at [http://editor.citationstyles.org](http://editor.citationstyles.org). + +- Run `git clone --recursive https://github.com/citation-style-editor/csl-editor-demo-site.git csl-demo` to checkout the repo. + +- From the repo directory, run `./deploy.sh $BUILD_DIR $GH_PAGES_REPO_DIR`, where: + - `$BUILD_DIR` is the name of the directory you wish to deploy to, relative to the parent of the current directory. **All current contents of** `$BUILD_DIR` **will be removed!** + - `$GH_PAGES_REPO_DIR` (optional) is the name of a checked out `csl-editor-demo-site` repo directory, again relative to the parent of the current directory, which will be used to copy the built version and push the result to the `gh-pages` branch in github, which will automatically update the site at [editor.citationstyles.org](http://editor.citationstyles.org), the domain given in the CNAME file. + +- Point your browser to `http://editor.citationstyles.org/cslEditorLib/pages/unitTests.html` to run the unit tests + +- Point your browser to `http://editor.citationstyles.org` to view the deployed site + +## Customising the editor to integrate with your website or application + +Create a fork of this `csl-editor-demo-site` repository and feel free to alter everything for your own needs _except_ for the core library within the `cslEditorLib` git submodule. + +Customisable features include: + +- Load/Save functions, see `src/visualEditorPage.js` +- Navigation bar and feedback widget, see `html/navigation.html` + +You can override these without touching `cslEditorLib`. + +## Customising the core library + +See documentation for the core library code and it's API at the [CSLEditorLib wiki](https://github.com/citation-style-editor/csl-editor/wiki). + +If you fix bugs or otherwise improve the core [cslEditorLib](https://github.com/citation-style-editor/csl-editor) library, ensure the changes are not specific to your implementation and please issue a [pull request](https://github.com/citation-style-editor/csl-editor/pulls) so that everyone can benefit. Thanks! diff --git a/src/somef_core/test/test_data/README-lighttwin.md b/src/somef_core/test/test_data/README-lighttwin.md new file mode 100644 index 0000000..857a7dc --- /dev/null +++ b/src/somef_core/test/test_data/README-lighttwin.md @@ -0,0 +1,234 @@ +# LightTwinSVM + +
A simple, light-weight and fast implementation of standard Twin Support Vector Machine
+
+
+
+
+
+
+
+
+
+ +1. [Introduction](#intro) +2. [Installation Guide](#installation-guide) + - [Setup script](#setup-script-recommended) + - [Building manually](#building-manually) +3. [User Guide](#user-guide) + - [Usage example](#an-exmaple-of-using-command-line-interface) + - [Tutorials](#tutorials) + - [API documentation](#api-documentation) +4. [Dataset Format](#dataset-format) +5. [Support](#support) +6. [Citing LightTwinSVM](#citing-lighttwinsvm) +7. [Contributing](#contributing) +8. [FAQ](#frequently-asked-questions) +9. [Donations](#donations) +10. [Numerical Experiments](#numerical-experiments) + +## Intro +LightTwinSVM is a simple and fast implementation of standard Twin Support Vector Machine. It is licensed under the terms of GNU GPL v3. Anyone who is interested in machine learning and classification can use this program for their work/projects. + +The main features of the program are the following: +- A **simple console program** for running TwinSVM classifier +- **Fast optimization algorithm:** The clipDCD algorithm was improved and is implemented in C++ for solving optimization problems of TwinSVM. +- **Linear**, **RBF** kernel and Rectangular are supported. +- Binary and **Multi-class classification** (One-vs-All & One-vs-One) are supported. +- The OVO estimator is **compatible with scikit-learn** tools such as GridSearchCV, cross_val_score, etc. +- The classifier can be evaluated using either **K-fold cross-validation** or **Training/Test** split. +- It supports **grid search** over C and gamma parameters. +- **CSV** and **LIBSVM** data files are supported. +- Detailed classification result will be saved in a spreadsheet file. + +Twin Support Vector Machine classifier was proposed by:
+Khemchandani, R., & Chandra, S. (2007). Twin support vector machines for pattern classification. IEEE Transactions on pattern analysis and machine intelligence, 29(5), 905-910. + +The clipDCD algorithm was proposed by:
+Peng, X., Chen, D., & Kong, L. (2014). A clipping dual coordinate descent algorithm for solving support vector machines. Knowledge-Based Systems, 71, 266-278. + +## Installation Guide +Currently, supported operating systems are as follows. Choose your OS from list below for detailed install instructions. +- [Debian-based Linux systems](#linux--mac-os-x) (Ubuntu 14.04, Ubuntu 16.04, Ubuntu 17.10, Ubuntu 18.04 and Linux Mint 18) +- [RPM-based Linux systems](#linux--mac-os-x) (Fedora) +- [Mac OSX](#linux--mac-os-x) +- [Microsoft Windows](#windows) + +### Dependencies +First of all, [Python](https://www.python.org/) 3.5 interpreter or newer is required. Python 3 is usually installed by default on most Linux distributions. +In order to build and run the program, the following Python packages are needed: +- [NumPy](https://www.numpy.org) +- [SciPy](https://www.scipy.org/) +- [Scikit-learn](http://scikit-learn.org/stable/index.html) +- [Pandas](https://pandas.pydata.org/) +- [Pybind11](https://pybind11.readthedocs.io/en/stable/intro.html) +- [Cython](https://cython.org/)(To build C++ extension module on Windows.) +- [PyInstaller](https://www.pyinstaller.org/)(To generate a binary executable for Windows platform.) + +In order to build C++ extension module(Optimizer), the following tools and libraries are required: +- [GNU C++ Compiler](https://gcc.gnu.org/) (For Linux systems) +- [Apple XCode](https://developer.apple.com/xcode/) (For OSX systems) +- [Visual Studio](https://visualstudio.microsoft.com/) (For Windows systems) +- [Armadillo C++ Linear Algebra Library](http://arma.sourceforge.net/) +- [LAPACK](http://www.netlib.org/lapack/) and [BLAS](http://www.netlib.org/blas/) Library + + +### Setup script (Recommended) +### Linux & Mac OS X +**A shell script is created to help users download required dependencies and install program automatically.** However, make sure that [Git](https://git-scm.com/) and GNU C++ compiler is installed on your system. + +**A note for MacOS users:** Make sure that [Apple XCode](https://developer.apple.com/xcode/) is installed on your system. + +To install the program, open a terminal and execute the following commands: +``` +git clone https://github.com/mir-am/LightTwinSVM.git +cd LightTwinSVM && ./setup.sh +``` +If the installation was successful, you'd be asked to delete temporary directory for installation. You can also run unit tests to check functionalities of the program. Finally, a Linux shell "ltsvm.sh" is created to run the program. +After the successful installation, LightTwinSVM program should look like this in terminal:
+ + +### Windows +First, download Git program from [here](https://git-scm.com/) if it's not installed on your system. Also, [**Visual Studio 2015**](https://visualstudio.microsoft.com/) or newer should be installed so that C++ extension module can be compiled. Before proceeding further, make sure that all the required Python packages are installed. Dependencies are listed [here](#dependencies). + +**A note for Windows users:** If this is the first time that you will run a PowerShell script, then you need to make sure that the ExecutionPolicy is set on your system. Otherwise, you cannot run the setup script on Windows. Please check out this [answer](https://stackoverflow.com/a/4038991) on Stack Overflow that helps you set the ExecutionPolicy. + +To install the program on Windows, open a PowerShell terminal and run the following commands: +``` +git clone https://github.com/mir-am/LightTwinSVM.git +cd LightTwinSVM && .\win-setup.ps1 +``` +When the installation is finished, a batch file "ltsvm.bat" will be created to run the program. + +### Building manually +It is highly recommended to install the LightTwinSVM program automatically using the setup script. If for some reasons you still want to build the program manually, a step-by-step guide is provided [here](https://github.com/mir-am/LightTwinSVM/wiki/Building-the-LightTwinSVM-manually-on-Linux-and-OSX-systems) for Linux and OSX systems. + +## User Guide +### An example of using command line interface +LightTwinSVM is a simple console application. It has 4 steps for doing classification. Each step is explained below:
+**Step 1:** Choose your dataset by pressing Enter key. A file dialog window will be shown to help you find and select your dataset. CSV and LIBSVM files are supported. It is highly recommended to normalize your dataset.
+
+**Step 2:** Choose a kernel function among Linear, Gaussian (RBF) and Rectangular. RBF kernel often produces better classification result but takes more time. However if you want to use non-linear kernel and your dataset is large, then consider choosing Rectangular kernel. +
+``` +Step 2/4: Choose a kernel function:(Just type the number. e.g 1) +1-Linear +2-RBF +3-RBF(Rectangular kernel) +-> 2 +``` +**Step 3:** To evaluate TwinSVM performance, You can either use [K-Fold cross validation](https://towardsdatascience.com/cross-validation-in-machine-learning-72924a69872f) or split your data into training and test sets.
+``` +Step 3/4: Choose a test methodology:(Just type the number. e.g 1) +1-K-fold cross validation +2-Train/test split +-> 1 +Determine number of folds for cross validation: (e.g. 5) +-> 5 +``` +**Step 4:** You need to determine the range of C penalty parameter and gamma (If RBF kernel selected.) for exhaustive grid search.
+An example: +``` +Step 4/4:Type the range of C penalty parameter for grid search: +(Two integer numbers separated by space. e.g. -> -5 5 +-> -4 4 +``` +After completing the above steps, the exhaustive search will be started. When the search process is completed, a detailed classification result will be saved in a spreadsheet file. In this file, all the common evalaution metrics(e.g Accuracy, Recall, Precision and F1) are provided.
+A instance of spreadsheet file containing classification result can be seen [here](https://github.com/mir-am/LightTwinSVM/blob/misc/TSVM_RBF_5-F-CV_pima-indian_2018-05-23%2013:21.csv). + +### Tutorials +LightTwinSVM can be imported as a Python package in your project. Currently, a Jupyter notebook is avaliable [here](https://github.com/mir-am/LightTwinSVM/tree/master/docs/notebooks), which is "A Step-by-Step Guide on How to Use Multi-class TwinSVM". + +To run the notebooks, make sure that Jupyter is installed on your system. If not, use the following command to install it: +``` +pip3 install jupyter +``` +For more details, check out [Jupyter documentation](https://jupyter.readthedocs.io/en/latest/index.html). + +### API documentation +Aside from the program's command line interface, you may want to use the LightTwinSVM's Python package for your project. All you have to do is to copy-paste the "[ltsvm](https://github.com/mir-am/LightTwinSVM/tree/master/ltsvm)" folder (the **installed version**) into the root folder of your project. Next, you can import "ltsvm" package in a module of your interest. + +You can read about the documentation of the LightTwinSVM's estimators and tools [here](https://lighttwinsvm.readthedocs.io/en/latest/index.html). + +## Dataset Format +- **LIBSVM** data files are supported. Note that the extension of this file should be '*.libsvm'. +- For **comma separated value (CSV)** file, make sure that your dataset is consistent with the following rules: +1. First row can be header names. (It's optional.) +2. First column should be labels of samples. Moreover, labels of positive and negative samples should be 1 and -1, respectively. +3. All the values in dataset except headernames should be numerical. Nominal values are not allowed.
+To help you prepare your dataset and test the program, three datasets are included [here](https://github.com/mir-am/LightTwinSVM/tree/master/dataset). + +## Support +**Have a question about the software?**
+You can contact me via [email](mailto:mir-am@hotmail.com). Feedback and suggestions for improvements are welcome.
+ +**Have a problem with the software or found a bug?**
+To let me know and fix it, please open an issue [here](https://github.com/mir-am/LightTwinSVM/issues).
+To report a problem or bug, please provide the following information:
+1. Error messages
+2. Output of the program.
+3. Explain how to reproduce the problem if possible. + +## Citing LightTwinSVM + +[](http://joss.theoj.org/papers/a56708efcbf27c12352670b4647d92ca) + +If you use the LightTwinSVM program in your research work, please cite the following paper: + +- Mir et al., (2019). LightTwinSVM: A Simple and Fast Implementation of Standard Twin Support Vector Machine Classifier. Journal of Open Source Software, 4(35), 1252, https://doi.org/10.21105/joss.01252 + +BibTeX entry: + +``` +@article{ltsvm2019, + title = {LightTwinSVM: A Simple and Fast Implementation of Standard Twin Support Vector Machine Classifier}, + author = {Mir, Amir M. and Nasiri, Jalal A.}, + journal = {Journal of Open Source Software}, + volume = {4}, + issue = {35}, + pages = {1252}, + year = {2019}, + doi = {10.21105/joss.01252}, + url = {https://doi.org/10.21105/joss.01252} +} +``` + +## Contributing +Thanks for considering contribution to the LightTwinSVM project. Contributions are highly appreciated and welcomed. For guidance on how to contribute to the LightTwinSVM project, please see the [contributing guideline](https://github.com/mir-am/LightTwinSVM/blob/master/CONTRIBUTING.md). + +## Frequently Asked Questions +- What is the main idea of TwinSVM classifier?
+TwinSVM does classification by using two non-parallel hyperplanes as opposed to a single hyperplane in the standard SVM. In TwinSVM, each hyperplane is as close as possible to samples of its own class and far away from samples of other class. To know more about TwinSVM and its optimization problems, you can read [this blog post](https://mirblog.me/index.php/2018/12/07/a-brief-intro-to-twin-support-vector-machine-classifier/ "A brief Introduction to TwinSVM classifier"). + +## Donations + +
+
++ +If you have used the LightTwinSVM program and found it helpful, please consider making a donation via [PayPal](http://paypal.me/mir33) to support this work. It also motivates me to maintain the program. + +## Numerical Experiments +In order to indicate the effectiveness of the LightTwinSVM in terms of accuracy, experiments were conducted to compare it with [scikit-learn's SVM](https://scikit-learn.org/stable/modules/generated/sklearn.svm.SVC.html) on several UCI benchmark datasets. Similar to most research papers on classification, K-fold cross-validation is used to evaluate these classifiers (K was set to 5). Also, grid search was used to find the optimal values of hyper-parameters. Table below shows the accuracy comparison between the LightTwinSVM and scikit-learn's SVM.
+ +| Datasets | LightTwinSVM | scikit-learn's SVM | Difference in Accuracy | +| ------------- | -------------------------- | -------------------------- | ------------------------- | +| Pima-Indian | **78.91**±**3.73** | 78.26±2.62 | 0.65 | +| Australian | **87.25**±**2.27** | 86.81±3.22 | 0.44 | +| Haberman | 76.12±4.79 | **76.80**±**2.68** | -0.68 | +| Cleveland | **85.14**±**5.45** | 84.82±4.04 | 0.32 | +| Sonar | **84.62**±**4.89** | 64.42±6.81 | 20.2 | +| Heart-Statlog | **85.56**±**2.96** | 85.19±2.62 | 0.37 | +| Hepatitis | **86.45**±**5.16** | 83.23±3.55 | 3.22 | +| WDBC | **98.24**±**1.36** | 98.07±0.85 | 0.17 | +| Spectf | **81.68**±**5.35** | 79.78±0.19 | 1.9 | +| Titanic | 81.93±2.59 | **82.27**±**1.83** | -0.34 | +| Mean Accuracy | **84.59** | 81.94 | 2.65 | + +From the above table, it can be found that LightTwinSVM is more efficient in terms of accuracy. Therefore, it outperforms sklearn's SVM on most datasets. All in all, if you have used SVM for your task/project, the LightTwinSVM program may give you a better predication accuracy for your classification task. More information on this experiment can be found in the project's paper [here](https://github.com/mir-am/LightTwinSVM/tree/master/paper). + +## Acknowledgments +- For test and experiment with the LightTwinSVM program, Wine and Pima-Indian datasets are included in the project from [UCI](https://archive.ics.uci.edu/ml/index.php) machine learning repository. +- Thanks to [Stefan van der Walt](https://github.com/stefanv) and [Nicolas P. Rougier](https://github.com/rougier) for reviewing this project, which published in the Journal of Open Source Software. (March 31, 2019) +- Thanks to [idejie](https://github.com/idejie) for test and support on the MacOS. (Dec 8, 2018) \ No newline at end of file diff --git a/src/somef_core/test/test_data/README-menty.md b/src/somef_core/test/test_data/README-menty.md new file mode 100644 index 0000000..8ac3d87 --- /dev/null +++ b/src/somef_core/test/test_data/README-menty.md @@ -0,0 +1,94 @@ +
+ 
+
+ 
+ 
+ 
+ 
+
+
+
+
+
+
+Reggae is a diagnostic tool for generating optimal parameters describing dipole mixed modes under the nonasymptotic matrix-coupling scheme of [Ong & Basu (2020)](https://ui.adsabs.harvard.edu/abs/2020ApJ...898..127O/abstract) used in the second release of [PBjam](https://github.com/grd349/PBjam) (see [Nielsen et al. 2021](https://ui.adsabs.harvard.edu/abs/2021AJ....161...62N/abstract)).
+
+Since the primary samples of the [PLATO mission](https://ui.adsabs.harvard.edu/abs/arXiv:2406.05447) consist mainly of main-sequence and subgiant stars, PBjam implements a parameterisation of dipole modes suitable to these stars, outside the red-giant "asymptotic" regime. Reggae assists in the task of manually fine-tuning the dipole-mode model, and checking the quality of both our initial guesses and fitted solutions. An important part of this tuning is visual assessment of how well the data matches posterior samples for these parameters. Such asteroseismic visualisations often use the échelle power diagram near $\nu_{\mathrm{max}}$ as a diagnostic tool, with clearly-defined ridges emerging on this diagram for p-modes, such as in main-sequence stars.
+
+We found Reggae very helpful both for these tuning and visualisation tasks, and also as a didactic aid to understanding the dipole mixed-mode parameters. As such, we release it publicly in advance of the second PBjam version, as we believe the community will benefit from access to such a visualisation tool. This will also assist future users of PBjam in devising ad-hoc prior constraints on the mixed-mode parameters, should they wish not to rely on the prior included with it.
+
+
+
+For more details, please read our documentation here.
+
+## Installation
+
+`reggae` is not yet available on PyPI. We recommend you install it in a virtual environment, from a local copy of the repository. For example:
+
+```
+git clone git@github.com:darthoctopus/reggae.git
+cd reggae
+python -m venv venv
+. venv/bin/activate
+pip install -e .
+```
+
+Please check [our documentation](https://pb-reggae.readthedocs.io/en/latest/installation.html) for more detailed installation and troubleshooting instructions.
+
+## Usage
+
+Reggae may be operated in many ways. It may be easiest to run the GUI with the command
+
+```
+python -m reggae
+```
+
+For more detailed usage instructions, please refer to our [documentation](https://pb-reggae.readthedocs.io/en/latest/usage.html).
+
+## Generative model for mode frequencies
+
+
+
+We implement a generative model for dipole gravitoacoustic mixed modes using the parameterisation of [Ong & Basu (2020)](https://ui.adsabs.harvard.edu/abs/2020ApJ...898..127O/abstract). At present, the frequency-dependent coupling strength is described with two parameters (one for each of the two matrices entering into the parameterisation), with a conversion to the asymptotic $q$ provided by an expression in [Ong & Gehan (2023)](https://ui.adsabs.harvard.edu/abs/2023ApJ...946...92O/abstract). This expression is in turn used to generate stretched echelle power plots for diagnostic purposes.
+
+In full, the generative model accepts the following parameters:
+
+- $\Delta\Pi_0$, the notional period spacing of the g-mode cavity; this is related to the period spacing of any given $\ell$ as $\Delta\Pi_\ell = \Delta\Pi_0 / \sqrt{\ell(\ell + 1)}$.
+- $p_L$ and $p_D$, the two coupling parameters described above.
+- $\epsilon_g$, a g-mode phase offset.
+- $\log \left(\delta\omega_\mathrm{rot, g} / \mathrm{\mu Hz}\right)$ and $\log \left(\delta\omega_\mathrm{rot, p} / \mathrm{\mu Hz}\right)$ --- the implementation of the PSD model (below) accepts separate values of the core (g-mode) and envelope (p-mode) rotational splittings. The pure p- and g-modes are split into multiplets separately before mode-coupling calculations are performed, thereby fully accounting for near-degeneracy asymmetric rotational splittings.
+- $\delta_{01}$, an additional phase offset for the dipole p-modes relative to the asymptotic solution found by pbjam.
+- $\alpha_g$, a curvature parameter for the g-modes (mirroring that of the p-modes in pbjam's asymptotic parameterisation).
+- $i$, the inclination of the rotational axis.
+
+
+
+## PSD Model
+
+The above parameters generate a set of dipole-mode frequencies. These parameters are fitted to the power spectrum in a fashion analogous to pbjam's "asymptotic peakbagging" step, whereby the generative model is used to construct a model power spectrum which is compared directly to the observational power spectrum, in order to constrain the model parameters. In order to make the likelihood function more amenable to optimisation and sampling, the linewidths of this artifical model PSD are deliberately broadened in a uniform manner (by default, by $1/200 \Delta\nu$) --- this has the effect of smoothing out the likelihood landscape, thereby alleviating the issue of trapping in tight local minima caused by the very narrow linewidths of the g-dominated mixed modes.
+
+## GUI
+
+In addition to a `DipoleStar` class (analogous to `star` in `pbjam`), we provide a GUI console for fine-tuning an initial guess to these asymptotic parameters. The primary use case for this is to refine the search space (i.e. reduce size of the prior volume) for more expensive computational methods, such as nested sampling. Simple tasks, such as simplex and genetic-algorithm optimisation, can also be performed from within the GUI.
+
+
+
+## Contributing
+
+
+
+Reggae is currently developed by the following team:
+
+- Joel Ong (Mode frequency generative model + GUI)
+- Martin B. Nielsen (PSD model)
+- Guy R. Davies
+- Emily Hatt
+
+We welcome contributions from the community. Easy ways to get started include:
+
+- Finding bugs in our code — please open GitHub issues for these.
+- Implementing feature suggestions — we welcome pull requests!
+
+
+
+We expect contributors to adhere to our [code of conduct](CODE_OF_CONDUCT.md).
+
+## License
+
+Reggae is released under the MIT license.
\ No newline at end of file
diff --git a/src/somef_core/test/test_data/README-sunpy.rst b/src/somef_core/test/test_data/README-sunpy.rst
new file mode 100644
index 0000000..75c6d1a
--- /dev/null
+++ b/src/somef_core/test/test_data/README-sunpy.rst
@@ -0,0 +1,115 @@
+*********
+``sunpy``
+*********
+|SunPy Logo|
+
++-----------------------------------+-----------------------------------+-----------------------------------+
+| Release | Development | Community |
++===================================+===================================+===================================+
+| |Latest PyPi Version| | |Python Versions| | |Matrix Chat Room| |
++-----------------------------------+-----------------------------------+-----------------------------------+
+| |Latest Conda Version| | |Project Status: Active| | |OpenAstronomy Discourse| |
++-----------------------------------+-----------------------------------+-----------------------------------+
+| |Zenodo - Latest DOI| | |Continuous Integration Status| | |Google Groups Mailing List| |
++-----------------------------------+-----------------------------------+-----------------------------------+
+| |sunpy stable documentation| | |CodeCov Code Coverage| | |Powered by NumFOCUS| |
++-----------------------------------+-----------------------------------+-----------------------------------+
+| |sunpy citation| | | |pyOpenSci| |
++-----------------------------------+-----------------------------------+-----------------------------------+
+
+.. |SunPy Logo| image:: https://raw.githubusercontent.com/sunpy/sunpy-logo/master/generated/sunpy_logo_landscape.png
+ :width: 200px
+.. |Latest PyPi Version| image:: https://img.shields.io/pypi/v/sunpy.svg
+ :target: https://pypi.python.org/pypi/sunpy/
+.. |Python Versions| image:: https://img.shields.io/pypi/pyversions/sunpy
+ :target: https://pypi.python.org/pypi/sunpy/
+.. |Matrix Chat Room| image:: https://img.shields.io/matrix/sunpy:openastronomy.org.svg?colorB=%23FE7900&label=Chat&logo=matrix&server_fqdn=matrix.org
+ :target: https://app.element.io/#/room/#sunpy:openastronomy.org
+.. |Latest Conda Version| image:: https://anaconda.org/conda-forge/sunpy/badges/version.svg
+ :target: https://anaconda.org/conda-forge/sunpy
+.. |Project Status: Active| image:: https://www.repostatus.org/badges/latest/active.svg
+ :target: https://www.repostatus.org/#active
+.. |OpenAstronomy Discourse| image:: https://cdck-file-uploads-global.s3.dualstack.us-west-2.amazonaws.com/try2/original/1X/5e1e3b3cada2d7fbae4734d4bc53999933d71c95.svg
+ :height: 20px
+ :target: https://community.openastronomy.org/
+.. |Zenodo - Latest DOI| image:: https://zenodo.org/badge/2165383.svg
+ :target: https://zenodo.org/badge/latestdoi/2165383
+.. |Continuous Integration Status| image:: https://github.com/sunpy/sunpy/actions/workflows/ci.yml/badge.svg?branch=main
+ :target: https://github.com/sunpy/sunpy/actions/workflows/ci.yml
+.. |Google Groups Mailing List| image:: https://upload.wikimedia.org/wikipedia/commons/2/27/Google_Groups_logo.gif
+ :height: 20px
+ :target: https://groups.google.com/g/sunpy
+.. |sunpy stable documentation| image:: https://readthedocs.org/projects/sunpy/badge/?version=stable
+ :target: https://docs.sunpy.org/
+.. |CodeCov Code Coverage| image:: https://codecov.io/gh/sunpy/sunpy/branch/main/graph/badge.svg
+ :target: https://codecov.io/gh/sunpy/sunpy
+.. |Powered by NumFOCUS| image:: https://img.shields.io/badge/powered%20by-NumFOCUS-orange.svg?style=flat&colorA=E1523D&colorB=007D8A
+ :target: https://numfocus.org
+.. |sunpy citation| image:: https://img.shields.io/badge/cite-sunpy-orange
+ :target: https://docs.sunpy.org/en/stable/citation.html
+.. |pyOpenSci| image:: https://tinyurl.com/y22nb8up
+ :target: https://github.com/pyOpenSci/software-submission/issues/147
+
+``sunpy`` is a Python software package that provides fundamental tools for accessing, loading and interacting with solar physics data in Python.
+It includes an interface for searching and downloading data from multiple data providers, data containers for image and time series data, commonly used solar coordinate frames and associated transformations, as well as other functionality needed for solar data analysis.
+
+Installation
+============
+
+We recommended following the `installation guide `, Adapt specifications use elements like AWS ``, Kubernetes ``, or `` database.
+
+If you're already familiar with React, you'll feel right at home with Adapt.
+But if not, don't worry, knowledge of React isn't required to start using Adapt.
+
+## Getting Started
+
+For a new project, it's easy to get started with Adapt by using a starter template.
+The [Getting Started Guide](https://adaptjs.org/docs/getting_started) will walk through installing Adapt and deploying your first starter app.
+
+## Creating and deploying an app
+
+This example creates a new full-stack app from a starter template.
+It has a [React](https://reactjs.org) UI, an [Nginx](https://nginx.org) web server, a [Node.js](https://nodejs.org) API server, and a [Postgres](https://postgresql.org) database, then deploys it to [Kubernetes](https://kubernetes.io/):
+
+```bash
+# Install adapt
+npm install -g @adpt/cli
+
+# Create a new app from a starter template
+adapt new hello-react-node-postgres ./myapp
+cd myapp/deploy
+
+# Deploy full stack locally using Docker
+adapt run laptop
+
+# Or just as easily deploy everything to Kubernetes
+adapt run k8s-test
+```
+
+An Adapt description for a complete front end and back end app stack looks like this:
+
+```jsx
+import Adapt from "@adpt/core";
+import { NodeService, ReactApp } from "@adpt/cloud/nodejs";
+import { Postgres } from "@adpt/cloud/postgres";
+
+function MyApp() {
+ const pg = Adapt.handle();
+
+ return (
+
+
+ );
+}
+```
+
+## Adapt in action
+
+This demo shows using Adapt to create and deploy a simple app called MovieDB that has a [React](https://reactjs.org) UI, an [Nginx](https://nginx.org) web server, an Nginx URL router, a [Node.js](https://nodejs.org) API server, and a [Postgres](https://postgresql.org) database, then deploys it to [Kubernetes](https://kubernetes.io/):
+
+
+
+## More info
+
+* [Adaptjs.org](https://adaptjs.org)
+
+ Learn more about Adapt.
+
+* [Getting Started Guide](https://adaptjs.org/docs/getting_started)
+
+ This guide will walk you through setting up Adapt and then deploying an example MovieDB app.
+
+* [Adapt Documentation](https://adaptjs.org/docs)
+
+ Adapt tutorials, API References, and more.
+
+## Getting Help
+
+[](https://gitter.im/UnboundedSystems/Adapt)
+
+We'd love to hear about your experience with Adapt!
+Join us on our [Gitter channel](https://gitter.im/UnboundedSystems/Adapt) to ask questions or to give us your feedback and suggestions.
+
+If you've found a bug, you can also [file an issue](https://gitlab.com/unboundedsystems/adapt/issues).
diff --git a/src/somef_core/test/test_data/README-uncbiag.md b/src/somef_core/test/test_data/README-uncbiag.md
new file mode 100644
index 0000000..49a45ef
--- /dev/null
+++ b/src/somef_core/test/test_data/README-uncbiag.md
@@ -0,0 +1,91 @@
+
+
+
+# ICON: Learning Regular Maps through Inverse Consistency
+
+[
](https://github.com/uncbiag/ICON/actions)
+[
](https://pypi.org/project/icon-registration)
+[
](https://icon.readthedocs.io/en/master/)
+
+
+This is the official repository for
+
+**ICON: Learning Regular Maps through Inverse Consistency.**
+Hastings Greer, Roland Kwitt, Francois-Xavier Vialard, Marc Niethammer.
+_ICCV 2021_ https://arxiv.org/abs/2105.04459
+
+**GradICON: Approximate Diffeomorphisms via Gradient Inverse Consistency.**
+Lin Tian, Hastings Greer, Francois-Xavier Vialard, Roland Kwitt, Raúl San José Estépar, Marc Niethammer.
+_CVPR 2023_ https://arxiv.org/abs/2206.05897
+
+**Inverse Consistency by Construction for Multistep Deep Registration.**
+Hastings Greer, Lin Tian, Francois-Xavier Vialard, Roland Kwitt, Sylvain Bouix, Raul San Jose Estepar, Richard Rushmore and Marc Niethammer.
+_MICCAI 2023_ https://arxiv.org/abs/2305.00087
+
+## Cite this work
+```
+@InProceedings{Greer_2021_ICCV,
+ author = {Greer, Hastings and Kwitt, Roland and Vialard, Francois-Xavier and Niethammer, Marc},
+ title = {ICON: Learning Regular Maps Through Inverse Consistency},
+ booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)},
+ month = {October},
+ year = {2021},
+ pages = {3396-3405}
+}
+```
+
+```
+@article{Tian_2022_arXiv,
+ title={GradICON: Approximate Diffeomorphisms via Gradient Inverse Consistency},
+ author={Tian, Lin and Greer, Hastings and Vialard, Fran{\c{c}}ois-Xavier and Kwitt, Roland and Est{\'e}par, Ra{\'u}l San Jos{\'e} and Niethammer, Marc},
+ journal={arXiv preprint arXiv:2206.05897},
+ year={2022}
+}
+```
+```
+@misc{greer2023inverseconsistencyconstructionmultistep,
+ title={Inverse Consistency by Construction for Multistep Deep Registration},
+ author={Hastings Greer and Lin Tian and Francois-Xavier Vialard and Roland Kwitt and Sylvain Bouix and Raul San Jose Estepar and Richard Rushmore and Marc Niethammer},
+ year={2023},
+ eprint={2305.00087},
+ archivePrefix={arXiv},
+ primaryClass={cs.CV},
+ url={https://arxiv.org/abs/2305.00087},
+}
+```
+
+
+## uniGradICON and multiGradICON
+
+If you are interested in general purpose deep learning registration approaches check out [uniGradICON and multiGradICON](https://github.com/uncbiag/uniGradICON). These networks were trained using the GradICON technology but over many different datasets allowing them to generalize to different unimodal and multimodal registration tasks.
+
+## Video Presentation
+
+[
](https://youtu.be/7kZsJ3zWDCA)
+
+
+## Running our code
+
+We are available on PyPI!
+```bash
+pip install icon-registration
+```
+
+
+To run our pretrained model in the cloud on sample images from OAI knees, visit [our knee google colab notebook](https://colab.research.google.com/drive/1svftgw-vYWnLp9lSf3UkrG547atjbIrg?usp=sharing)
+
+To run our pretrained model for lung CT scans on an example from COPDgene, visit [our lung google colab notebook](https://colab.research.google.com/github/uncbiag/ICON/blob/master/notebooks/ICON_lung_demo.ipynb)
+
+----------------
+
+To train from scratch on the synthetic triangles and circles dataset:
+
+```bash
+git clone https://github.com/uncbiag/ICON
+cd ICON
+
+pip install -e .
+
+python training_scripts/2d_triangles_example.py
+```
+
diff --git a/src/somef_core/test/test_data/README-widoco-duplicate-dois.md b/src/somef_core/test/test_data/README-widoco-duplicate-dois.md
new file mode 100644
index 0000000..85fb4f0
--- /dev/null
+++ b/src/somef_core/test/test_data/README-widoco-duplicate-dois.md
@@ -0,0 +1,198 @@
+# WIzard for DOCumenting Ontologies (WIDOCO)
+[](https://zenodo.org/badge/latestdoi/11427075) [](https://jitpack.io/#dgarijo/Widoco)
+
+
+
+WIDOCO helps you to publish and create an enriched and customized documentation of your ontology automatically, by following a series of steps in a GUI.
+
+**Author**: Daniel Garijo Verdejo (@dgarijo)
+
+**Contributors**: María Poveda, Idafen Santana, Almudena Ruiz, Miguel Angel García, Oscar Corcho, Daniel Vila, Sergio Barrio, Martin Scharm, Maxime Lefrancois, Alfredo Serafini, @kartgk, Pat Mc Bennett, Christophe Camel, Jacobus Geluk, Martin Scharm, @rpietzsch, Jonathan Leitschuh, Jodi Schneider, Giacomo Lanza, Alejandra Gonzalez-Beltran, Mario Scrocca, Miguel Angel García and Flores Bakker.
+
+**Citing WIDOCO**: If you used WIDOCO in your work, please cite the ISWC 2017 paper: https://iswc2017.semanticweb.org/paper-138
+
+```bib
+@inproceedings{garijo2017widoco,
+ title={WIDOCO: a wizard for documenting ontologies},
+ author={Garijo, Daniel},
+ booktitle={International Semantic Web Conference},
+ pages={94--102},
+ year={2017},
+ organization={Springer, Cham},
+ doi = {10.1007/978-3-319-68204-4_9},
+ funding = {USNSF ICER-1541029, NIH 1R01GM117097-01},
+ url={http://dgarijo.com/papers/widoco-iswc2017.pdf}
+}
+
+@inproceedings{garijo2017widoco_duplicate,
+ title={WIDOCO: a wizard for documenting ontologies},
+ author={Garijo, Daniel},
+ booktitle={International Semantic Web Conference},
+ pages={94--102},
+ year={2017},
+ organization={Springer, Cham},
+ doi = {https://dx.doi.org/10.1007/978-3-319-68204-4_9},
+ url={http://dgarijo.com/papers/widoco-iswc2017.pdf}
+}
+```
+If you want to cite the latest version of the software, you can do so by using: https://zenodo.org/badge/latestdoi/11427075.
+
+## Downloading the executable
+
+To download WIDOCO, you need to download a JAR executable file. Check the latest release for more details: (https://github.com/dgarijo/WIDOCO/releases/latest).
+
+## Importing WIDOCO as a dependency
+Just add the dependency and repository to your `pom.xml` file as follows. See the [WIDOCO JitPack](https://jitpack.io/#dgarijo/Widoco) page to find alternative means to incorporate WIDOCO to your project.
+
+```xml
+
+
+ com.github.dgarijo
+ Widoco
+ v1.4.15
+
+
+
+[ ... ]
+
+
+
+ jitpack.io
+ https://jitpack.io
+
+
+```
+
+## Description
+WIDOCO helps you to publish and create an enriched and customized documentation of your ontology, by following a series of steps in a wizard. We extend the LODE framework by Silvio Peroni to describe the classes, properties and data properties of the ontology, the OOPS! webservice by María Poveda to print an evaluation and the Licensius service by Victor Rodriguez Doncel to determine the license URI and title being used. In addition, we use WebVowl to visualize the ontology and have extended Bubastis to show a complete changelog between different versions of your ontology.
+
+Features of WIDOCO:
+* Automatic documentation of the terms in your ontology (based on [LODE](http://www.essepuntato.it/lode/)). Now you can use Markdown on your class descriptions (see [example](doc/gallery/index.html))
+* Automatic annotation in JSON-LD snippets of the html produced.
+* Association of a provenance page which includes the history of your vocabulary (W3C PROV-O compliant).
+* Metadata extraction from the ontology plus the means to complete it on the fly when generating your ontology. Check the [best practice document](http://dgarijo.github.io/Widoco/doc/bestPractices/index-en.html) to know more about the terms recognized by WIDOCO.
+* Guidelines on the main sections that your document should have and how to complete them.
+* Integration with diagram creators ([WebVOWL](http://vowl.visualdataweb.org/webvowl/)).
+* Automatic changelog of differences between the actual and the previous version of the ontology (based on [Bubastis](http://www.ebi.ac.uk/efo/bubastis/)).
+* Separation of the sections of your html page so you can write them independently and replace only those needed.
+* Content negotiation and serialization of your ontology according to [W3C best practices](https://www.w3.org/TR/swbp-vocab-pub/)
+* Evaluation reports of your ontology (using the [OOPS! web service](http://oops.linkeddata.es/))
+* Integration with license metadata services ([Licensius](http://licensius.com/)) to automatically describe the license used in your ontology.
+
+## Examples
+Examples of the features of WIDOCO can be seen on [the gallery](http://dgarijo.github.io/Widoco/doc/gallery/)
+
+## GUI Tutorial
+A tutorial explaining the main features of the GUI can be found [here](http://dgarijo.github.io/Widoco/doc/tutorial/)
+
+## How to use WIDOCO
+
+### JAR execution
+
+Download the latest `.jar` [WIDOCO available release](https://github.com/dgarijo/WIDOCO/releases/latest) (it will be something like `widoco-VERSION-jar-with-dependencies.jar`). Then just double click the `.jar` file.
+
+You may also execute WIDOCO through the command line. Usage:
+```bash
+java -jar widoco-VERSION-jar-with-dependencies.jar [OPTIONS]
+```
+
+### Docker execution
+
+First build the image using the `Dockerfile` in project folder:
+
+```bash
+docker build -t dgarijo/widoco .
+```
+
+You can now execute WIDOCO through the command line. Usage:
+
+```bash
+docker run -ti --rm dgarijo/widoco [OPTIONS]
+```
+
+If you want to share data between the Docker Container and your Host, for instance to load a local ontology file (from PATH), you will need to mount the container
+with host directories. For instance:
+
+```bash
+docker run -ti --rm \
+ -v `pwd`/test:/usr/local/widoco/in \
+ -v `pwd`/target/generated-doc:/usr/local/widoco/out \
+ dgarijo/widoco -ontFile in/bne.ttl -outFolder out -rewriteAll
+```
+
+### Options
+
+`-ontFile PATH` [required (unless -ontURI is used)]: Load a local ontology file (from PATH) to document. This option is incompatible with -ontURI
+
+`-ontURI URI` [required (unless -ontFile is used)]: Load an ontology to document from its URI. This option is incompatible with -ontFile
+
+`-outFolder folderName`: Specifies the name of the folder where to save the documentation. By default is 'myDocumentation'
+
+`-confFile PATH`: Load your own configuration file for the ontology metadata. Incompatible with -getOntologyMetadata
+
+`-getOntologyMetadata`: Extract ontology metadata from the given ontology
+
+`-oops`: Create an html page with the evaluation from the OOPS service (http://oops.linkeddata.es/)
+
+`-rewriteAll`: Replace any existing files when documenting an ontology (e.g., from a previous execution)
+
+`-crossRef`: ONLY generate the overview and cross reference sections. The index document will NOT be generated. The htaccess, provenance page, etc., will not be generated unless requested by other flags. This flag is intended to be used only after a first version of the documentation exists.
+
+`-saveConfig PATH`: Save a configuration file on PATH with the properties of a given ontology
+
+`-useCustomStyle`: Export the documentation using alternate css files (by Daniel Vila).
+
+`-lang LANG1-LANG2`: Generate documentation in multiple languages (separated by "-"). Note that if the language is not supported, the system will load the labels in english. For example: en-pt-es
+
+`-includeImportedOntologies`: Indicates whether the terms of the imported ontologies of the current ontology should be documented as well or not.
+
+`-htaccess`: Create a bundle for publication ready to be deployed on your Apache server.
+
+`-webVowl`: Create a visualization based on WebVowl (http://vowl.visualdataweb.org/webvowl/index.html#) in the documentation.
+
+`-licensius`: Use the Licensius web services (http://licensius.com/apidoc/index.html) to retrieve license metadata. Only works if the -getOntologyMetadata flag is enabled.
+
+`-ignoreIndividuals`: Individuals will not be included in the documentation.
+
+`-includeAnnotationProperties`: Include annotation properties defined in your ontology in the documentation (by default they are not included)
+
+`-analytics CODE`: Add a code snippet for Google analytics to track your HTML documentation. You need to add your CODE next to the flag. For example: UA-1234
+
+`-doNotDisplaySerializations`: The serializations of the ontology will not be displayed.
+
+`-displayDirectImportsOnly`: Only those imported ontologies that are directly imported in the ontology being documented.
+
+`-rewriteBase PATH`: Change the default rewrite base path. The default value is "/". This flag can only be used with the htaccess option.
+
+`-excludeIntroduction`: Skip the introduction section in the documentation.
+
+`-uniteSections`: Write all HTML sections into a single HTML document.
+
+`-noPlaceHolderText`: Do not add any placeholder text (this will remove intro, abstract (if empty) and description sections).
+
+`--help`: Shows a help message and exits.
+
+
+## How can I make WIDOCO automatically recognize my vocabulary annotations?
+There are two alternative ways for making WIDOCO get your vocabulary metadata annotations and use them automatically to document the ontology.
+
+* The recommended way: add them in your OWL file. For guidelines on which ones to include, follow our [best practices document](https://w3id.org/widoco/bestPractices), which indicates which ones we recommend.
+* Alternatively, edit the project properties of /config/config.properties. This is a key-value pair file with metadata properties. Some people consider it easier than adding the property annotations to the OWL file, although I recommend doing the former option. Note that the character ";" is used for lists (for instance first author; second author; third author).
+
+## Browser issues (Why can't I see the generated documentation / visualization?)
+WIDOCO separates the contents of different sections in HTML files, which are then loaded in the `index.html` file. WIDOCO was designed this way because it's easier to edit your introduction or description sections independently without being all aggregated together in a huge HTML document. **When all the contents generated by WIDOCO are stored in a server, you will be able to see the documentation of your ontology using any browser**. However, if you open the `index.html` file **on your local browser**, you may see a document missing most of the sections in your documentation. This happens because browsers don't allow loading separate content when opening a file locally for security reasons. If you want to explore how your ontology would look locally, you have two options:
+
+* a) Execute WIDOCO with the `-uniteSections` flag; or select the option `add al sections in a single document` in the "load sections" step in the WIDOCO GUI. This will make all the sections of WIDOCO to be in the `index.html`; and you will be able to see it in your browser. Note that the **LODE visualization will not be available** when exploring your ontology locally.
+* b) Create a local server: Set up a local server (e.g., using XAMPP or Tomcat) and serve the files WIDOCO generates (in the `htdocs` folder for Apache servers).
+
+If you place the files generated by WIDOCO in a server and access them via its URL (for example, a Github page), you should be able to see your documentation appropriately.
+
+## Current improvements
+For a complete list of the current improvements and next features, check the [project open issues](https://github.com/dgarijo/Widoco/issues) and [milestones](https://github.com/dgarijo/Widoco/milestones) in the repository.
+
+## Requirements
+You will need Java 1.8 or higher (SDK 1.8 or JRE 8) for WIDOCO to work
+Otherwise, you will probably experience an "Unsupported major.minor version 52.0" exception when executing the JAR file.
+
+## Contribution guidelines
+Contributions to address any of the current issues are welcome. In order to push your contribution, just **push your pull request to the develop branch**. The master branch has only the code associated to the latest release.
diff --git a/src/somef_core/test/test_data/README-widoco-swh.md b/src/somef_core/test/test_data/README-widoco-swh.md
new file mode 100644
index 0000000..0f72c58
--- /dev/null
+++ b/src/somef_core/test/test_data/README-widoco-swh.md
@@ -0,0 +1,233 @@
+# WIzard for DOCumenting Ontologies (WIDOCO)
+[](https://doi.org/10.5281/zenodo.11093793) [](https://jitpack.io/#dgarijo/Widoco) [](https://www.repostatus.org/#active) [](https://archive.softwareheritage.org/browse/origin/?origin_url=https://github.com/dgarijo/Widoco) [](https://archive.softwareheritage.org/swh:1:dir:40d462bbecefc3a9c3e810567d1f0d7606e0fae7;origin=https://github.com/dgarijo/Widoco;visit=swh:1:snp:4d8570d390a18fee1d37f262ad79b36c021c611a;anchor=swh:1:rev:fec66b89a4f4acb015a44c7f8cb671d49bec626a)
+
+
+
+WIDOCO helps you to publish and create an enriched and customized documentation of your ontology automatically, by following a series of steps in a GUI.
+
+**Author**: Daniel Garijo Verdejo (@dgarijo)
+
+**Contributors**: María Poveda, Idafen Santana, Almudena Ruiz, Miguel Angel García, Oscar Corcho, Daniel Vila, Sergio Barrio, Martin Scharm, Maxime Lefrancois, Alfredo Serafini, @kartgk, Pat Mc Bennett, Christophe Camel, Jacobus Geluk, Martin Scharm, @rpietzsch, Jonathan Leitschuh, Jodi Schneider, Giacomo Lanza, Alejandra Gonzalez-Beltran, Mario Scrocca, Miguel Angel García, Flores Bakker, @JohnnyMoonlight, René Fritze, @telecsur, Jan Vlug, Han Kruiger, Johannes Theissen-Lipp, Roberto Polli, Victor Chavez, Sirko Schindler and Michaël Dierick.
+
+**Citing WIDOCO**: If you used WIDOCO in your work, please cite the ISWC 2017 paper: https://iswc2017.semanticweb.org/paper-138
+
+```bib
+@inproceedings{garijo2017widoco,
+ title={WIDOCO: a wizard for documenting ontologies},
+ author={Garijo, Daniel},
+ booktitle={International Semantic Web Conference},
+ pages={94--102},
+ year={2017},
+ organization={Springer, Cham},
+ doi = {10.1007/978-3-319-68204-4_9},
+ funding = {USNSF ICER-1541029, NIH 1R01GM117097-01},
+ url={http://dgarijo.com/papers/widoco-iswc2017.pdf}
+}
+```
+If you want to cite the latest version of the software, you can do so by using: https://zenodo.org/badge/latestdoi/11427075.
+
+## Downloading the executable
+
+To download WIDOCO, you need to download a JAR executable file. Check the latest release for more details: (https://github.com/dgarijo/WIDOCO/releases/latest).
+
+## Importing WIDOCO as a dependency
+Just add the dependency and repository to your `pom.xml` file as follows. See the [WIDOCO JitPack](https://jitpack.io/#dgarijo/Widoco) page to find alternative means to incorporate WIDOCO to your project.
+
+```xml
+
+
+ com.github.dgarijo
+ Widoco
+ v1.4.24
+
+
+
+[ ... ]
+
+
+
+ jitpack.io
+ https://jitpack.io
+
+
+```
+
+## Description
+WIDOCO helps you to publish and create an enriched and customized documentation of your ontology, by following a series of steps in a wizard. We extend the LODE framework by Silvio Peroni to describe the classes, properties and data properties of the ontology, the OOPS! webservice by María Poveda to print an evaluation and the Licensius service by Victor Rodriguez Doncel to determine the license URI and title being used. In addition, we use WebVowl to visualize the ontology and have extended Bubastis to show a complete changelog between different versions of your ontology.
+
+Features of WIDOCO:
+* Automatic documentation of the terms in your ontology (based on [LODE](http://www.essepuntato.it/lode/)). Now **you can use Markdown on your class descriptions** (see [example](https://dgarijo.github.io/Widoco/doc/gallery/index.html))
+* Massive metadata extraction and support: WIDOCO will enhance your ontology documentation based on your ontology annotations. Now you can add custom logos and images, edit the content of your sections, etc. by just editing metadata. See our [supported metadata](doc/metadataGuide/guide.md) and [recommendations](https://dgarijo.github.io/Widoco/doc/bestPractices/index-en.html) for more information.
+* Automatic annotation in JSON-LD snippets of the html produced.
+* Association of a provenance page which includes the history of your vocabulary (W3C PROV-O compliant).
+* Guidelines on the main sections that your document should have and how to complete them.
+* Integration with diagram creators ([WebVOWL](http://vowl.visualdataweb.org/webvowl/)).
+* Automatic changelog of differences between the actual and the previous version of the ontology (based on [Bubastis](http://www.ebi.ac.uk/efo/bubastis/)).
+* Separation of the sections of your html page so you can write them independently and replace only those needed.
+* Content negotiation and serialization of your ontology according to [W3C best practices](https://www.w3.org/TR/swbp-vocab-pub/)
+* Evaluation reports of your ontology (using the [OOPS! web service](https://oops.linkeddata.es/))
+* Integration with license metadata services ([Licensius](http://licensius.com/)) to automatically describe the license used in your ontology.
+
+## Examples
+Examples of the features of WIDOCO can be seen on [the gallery](https://dgarijo.github.io/Widoco/doc/gallery/)
+
+## GUI Tutorial
+A tutorial explaining the main features of the GUI can be found [here](https://dgarijo.github.io/Widoco/doc/tutorial/)
+
+## Metadata usage
+To see how WIDOCO recognizes metadata annotations in your ontology to create the documentation files, see [the WIDOCO metadata documentation](doc/metadataGuide/guide.md). To learn which metadata properties we recommend adding to your ontology for producing a nice-looking documentation, have a look at our [best practices guide](https://dgarijo.github.io/Widoco/doc/bestPractices/index-en.html).
+
+For example, in order to show your logo in your documentation you just need to use `foaf:logo` as an annotation, as follows:
+```
+@prefix owl: .
+@prefix foaf: a owl:Ontology ;
+ foaf:logo .
+```
+
+and it will show right next to the title. The [WIDOCO metadata documentation](doc/metadataGuide/guide.md) shows all supported metadata fields.
+
+## How to use WIDOCO
+
+### Building the JAR executable
+We provide JAR files for each release (see the [releases](https://github.com/dgarijo/Widoco/releases) page). However, if you want to build WIDOCO from scratch, just cd into the project folder and run:
+
+```bash
+mvn install
+```
+The JAR will be generated in a "JAR" folder. The name will follow the pattern: `widoco-{VERSION_ID}-jar-with-dependencies.jar`, where {VERSION_ID} is the version number of the tool.
+
+### JAR execution
+
+Download the latest `.jar` [WIDOCO available release](https://github.com/dgarijo/WIDOCO/releases/latest) (it will be something like `widoco-VERSION-jar-with-dependencies.jar`). Then just double click the `.jar` file.
+
+You may also execute WIDOCO through the command line. Usage:
+```bash
+java -jar widoco-VERSION-jar-with-dependencies.jar [OPTIONS]
+```
+
+### Docker execution
+If you don't want to use the JAR directly, you may run the project using a [Docker container](https://www.docker.com/). First you will need to download or build the image, and then run it.
+
+#### Reusing a pre-existing image
+We build containers in the [GitHub image registry](https://github.com/dgarijo/Widoco/pkgs/container/widoco) for all latest releases. In order to import one, just run the following command, stating the version of Widoco you prefer (e.g., for v1.4.23):
+
+```
+docker pull ghcr.io/dgarijo/widoco:v1.4.23
+```
+
+To browse all available images, see the [GitHub image registry](https://github.com/dgarijo/Widoco/pkgs/container/widoco).
+
+#### Building the image yourself
+
+Build the image using the `Dockerfile` in project folder:
+
+```bash
+docker build -t dgarijo/widoco .
+```
+
+#### Running WIDOCO's image
+
+You can now execute WIDOCO through the command line. Usage:
+
+```bash
+docker run -ti --rm dgarijo/widoco [OPTIONS]
+```
+
+**Note:** If you downloaded the image from the GitHub registry, you will have to change `dgarijo/widoco` with the name of the image you downloaded. For example `ghcr.io/dgarijo/widoco:v1.4.23`.
+
+If you want to share data between the Docker Container and your Host, for instance to load a local ontology file (from PATH), you will need to mount the container
+with host directories. For instance:
+
+```bash
+docker run -ti --rm \
+ -v `pwd`/test:/usr/local/widoco/in:Z \
+ -v `pwd`/target/generated-doc:/usr/local/widoco/out:Z \
+ dgarijo/widoco -ontFile in/bne.ttl -outFolder out -rewriteAll
+```
+
+### Execution options
+
+`-analytics CODE`: Add a code snippet for Google analytics to track your HTML documentation. You need to add your CODE next to the flag. For example: UA-1234
+
+`-confFile PATH`: Load your own configuration file for the ontology metadata. Use this option if you want to load your own HTML sections as well. Incompatible with -getOntologyMetadata. See [the configuration documentation](doc/configuration/configuration_doc.md) for more information about the accepted fields.
+
+`-crossRef`: ONLY generate the overview and cross reference sections. The index document will NOT be generated. The htaccess, provenance page, etc., will not be generated unless requested by other flags. This flag is intended to be used only after a first version of the documentation exists.
+
+`-displayDirectImportsOnly`: Only those imported ontologies that are directly imported in the ontology being documented.
+
+`-doNotDisplaySerializations`: The serializations of the ontology will not be displayed.
+
+`-excludeIntroduction`: Skip the introduction section in the documentation.
+
+`-excludeProvenance`: Do not add the link "Provenance of this page" in the metadata header section
+
+`-getOntologyMetadata`: Extract ontology metadata from the given ontology
+
+`--help`: Shows a help message and exits.
+
+`-htaccess`: Create a bundle for publication ready to be deployed on your Apache server.
+
+
+`-ignoreIndividuals`: Individuals will not be included in the documentation.
+
+`-includeAnnotationProperties`: Include annotation properties defined in your ontology in the documentation (by default they are not included)
+
+`-includeImportedOntologies`: Indicates whether the terms of the imported ontologies of the current ontology should be documented as well or not.
+
+`-import`: imports a local ontology (e.g., if you don't want to load an online ontology, you may load its local version)
+
+`-lang LANG1-LANG2`: Generate documentation in multiple languages (separated by "-"). Note that if the language is not supported, the system will load the labels in english. For example: en-pt-es
+
+`-licensius`: Use the Licensius web services (http://licensius.com/apidoc/index.html) to retrieve license metadata. Only works if the -getOntologyMetadata flag is enabled.
+
+`-noPlaceHolderText`: Do not add any placeholder text (this will remove intro, abstract (if empty) and description sections).
+
+`-ontFile PATH` [required (unless -ontURI is used)]: Load a local ontology file (from PATH) to document. This option is incompatible with -ontURI
+
+`-outFolder folderName`: Specifies the name of the folder where to save the documentation. By default is 'myDocumentation'
+
+`-ontURI URI` [required (unless -ontFile is used)]: Load an ontology to document from its URI. This option is incompatible with -ontFile
+
+`-oops`: Create an html page with the evaluation from the OOPS service (http://oops.linkeddata.es/)
+
+`-rewriteAll`: Replace any existing files when documenting an ontology (e.g., from a previous execution)
+
+`-rewriteBase PATH`: Change the default rewrite base path. The default value is "/". This flag can only be used with the htaccess option.
+
+`-saveConfig PATH`: Save a configuration file on PATH with the properties of a given ontology
+
+`-uniteSections`: Write all HTML sections into a single HTML document.
+
+`-useCustomStyle`: Export the documentation using alternate css files (by Daniel Vila).
+
+`--version`: Shows the current version of WIDOCO.
+
+`-webVowl`: Create a visualization based on WebVowl (http://vowl.visualdataweb.org/webvowl/index.html#) in the documentation.
+
+
+## How can I make WIDOCO automatically recognize my vocabulary annotations?
+There are two alternative ways for making WIDOCO get your vocabulary metadata annotations and use them automatically to document the ontology.
+
+* The recommended way: add them in your OWL file. For guidelines on which ones to include, follow our [best practices document](https://w3id.org/widoco/bestPractices), which indicates which ones we recommend.
+* Alternatively, edit the project properties of /config/config.properties. This is a key-value pair file with metadata properties. Some people consider it easier than adding the property annotations to the OWL file, although I recommend doing the former option. Note that the character ";" is used for lists (for instance first author; second author; third author).
+
+For more information, see the [Widoco metadata guide](doc/metadataGuide/guide.md)
+
+## Browser issues (Why can't I see the generated documentation / visualization?)
+WIDOCO separates the contents of different sections in HTML files, which are then loaded in the `index.html` file. WIDOCO was designed this way because it's easier to edit your introduction or description sections independently without being all aggregated together in a huge HTML document. **When all the contents generated by WIDOCO are stored in a server, you will be able to see the documentation of your ontology using any browser**. However, if you open the `index.html` file **on your local browser**, you may see a document missing most of the sections in your documentation. This happens because browsers don't allow loading separate content when opening a file locally for security reasons. If you want to explore how your ontology would look locally, you have two options:
+
+* a) Execute WIDOCO with the `-uniteSections` flag; or select the option `add al sections in a single document` in the "load sections" step in the WIDOCO GUI. This will make all the sections of WIDOCO to be in the `index.html`; and you will be able to see it in your browser. Note that the **LODE visualization will not be available** when exploring your ontology locally.
+* b) Create a local server: Set up a local server (e.g., using XAMPP or Tomcat) and serve the files WIDOCO generates (in the `htdocs` folder for Apache servers).
+
+If you place the files generated by WIDOCO in a server and access them via its URL (for example, a Github page), you should be able to see your documentation appropriately.
+
+## Current improvements
+For a complete list of the current improvements and next features, check the [project open issues](https://github.com/dgarijo/Widoco/issues) and [milestones](https://github.com/dgarijo/Widoco/milestones) in the repository.
+
+## Requirements
+You will need Java 1.8 or higher (SDK 1.8 or JRE 8) for WIDOCO to work
+Otherwise, you will probably experience an "Unsupported major.minor version 52.0" exception when executing the JAR file.
+
+## Contribution guidelines
+Contributions to address any of the current issues are welcome. In order to push your contribution, just **push your pull request to the develop branch**. The master branch has only the code associated to the latest release.
\ No newline at end of file
diff --git a/src/somef_core/test/test_data/api_responses/somef-demo.json b/src/somef_core/test/test_data/api_responses/somef-demo.json
new file mode 100644
index 0000000..15434bb
--- /dev/null
+++ b/src/somef_core/test/test_data/api_responses/somef-demo.json
@@ -0,0 +1,648 @@
+{
+ "somef_provenance": {
+ "somef_version": "0.9.12",
+ "somef_schema_version": "1.0.0",
+ "date": "2025-12-10 11:21:43"
+ },
+ "code_repository": [
+ {
+ "result": {
+ "value": "https://github.com/juanjemdIos/somef-demo-repo",
+ "type": "Url"
+ },
+ "confidence": 1,
+ "technique": "GitHub_API"
+ }
+ ],
+ "owner": [
+ {
+ "result": {
+ "value": "juanjemdIos",
+ "type": "User"
+ },
+ "confidence": 1,
+ "technique": "GitHub_API"
+ }
+ ],
+ "date_created": [
+ {
+ "result": {
+ "value": "2025-04-23T13:26:06Z",
+ "type": "Date"
+ },
+ "confidence": 1,
+ "technique": "GitHub_API"
+ }
+ ],
+ "date_updated": [
+ {
+ "result": {
+ "value": "2025-05-05T06:57:47Z",
+ "type": "Date"
+ },
+ "confidence": 1,
+ "technique": "GitHub_API"
+ }
+ ],
+ "license": [
+ {
+ "result": {
+ "value": "https://api.github.com/licenses/agpl-3.0",
+ "type": "License",
+ "name": "GNU Affero General Public License v3.0",
+ "url": "https://api.github.com/licenses/agpl-3.0",
+ "spdx_id": "AGPL-3.0"
+ },
+ "confidence": 1,
+ "technique": "GitHub_API"
+ },
+ {
+ "result": {
+ "value": " GNU AFFERO GENERAL PUBLIC LICENSE\n Version 3, 19 November 2007\n\n Copyright (C) 2007 Free Software Foundation, Inc. \n Copyright (C) \n\n This program is free software: you can redistribute it and/or modify\n it under the terms of the GNU Affero General Public License as published\n by the Free Software Foundation, either version 3 of the License, or\n (at your option) any later version.\n\n This program is distributed in the hope that it will be useful,\n but WITHOUT ANY WARRANTY; without even the implied warranty of\n MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the\n GNU Affero General Public License for more details.\n\n You should have received a copy of the GNU Affero General Public License\n along with this program. If not, see \n \n com.github.dgarijo \n Widoco \n v1.4.24 \n \n \n\n[ ... ]\n\n\n\t\n\t jitpack.io \n\t https://jitpack.io \n\t \n \n```",
+ "type": "Software_application"
+ },
+ "confidence": 1,
+ "technique": "code_parser",
+ "source": "https://raw.githubusercontent.com/dgarijo/Widoco/master/codemeta.json"
+ },
+ {
+ "result": {
+ "value": "You will need Java 1.8 or higher (SDK 1.8 or JRE 8) for WIDOCO to work\nOtherwise, you will probably experience an \"Unsupported major.minor version 52.0\" exception when executing the JAR file.",
+ "type": "Software_application"
+ },
+ "confidence": 1,
+ "technique": "code_parser",
+ "source": "https://raw.githubusercontent.com/dgarijo/Widoco/master/codemeta.json"
+ },
+ {
+ "result": {
+ "value": "Just add the dependency and repository to your `pom.xml` file as follows. See the [WIDOCO JitPack](https://jitpack.io/#dgarijo/Widoco) page to find alternative means to incorporate WIDOCO to your project.\n\n```xml\n\n \n com.github.dgarijo \n Widoco \n v1.4.24 \n \n \n\n[ ... ]\n\n\n\t\n\t jitpack.io \n\t https://jitpack.io \n\t \n \n```\n",
+ "type": "Text_excerpt",
+ "original_header": "Importing WIDOCO as a dependency",
+ "parent_header": [
+ "WIzard for DOCumenting Ontologies (WIDOCO)"
+ ]
+ },
+ "confidence": 1,
+ "technique": "header_analysis",
+ "source": "https://raw.githubusercontent.com/dgarijo/Widoco/master/README.md"
+ },
+ {
+ "result": {
+ "value": "You will need Java 1.8 or higher (SDK 1.8 or JRE 8) for WIDOCO to work\nOtherwise, you will probably experience an \"Unsupported major.minor version 52.0\" exception when executing the JAR file.\n",
+ "type": "Text_excerpt",
+ "original_header": "Requirements",
+ "parent_header": [
+ "WIzard for DOCumenting Ontologies (WIDOCO)"
+ ]
+ },
+ "confidence": 1,
+ "technique": "header_analysis",
+ "source": "https://raw.githubusercontent.com/dgarijo/Widoco/master/README.md"
+ }
+ ],
+ "package_distribution": [
+ {
+ "result": {
+ "value": "jitpack.io",
+ "url": "https://jitpack.io",
+ "type": "Url"
+ },
+ "confidence": 1,
+ "technique": "code_parser",
+ "source": "https://raw.githubusercontent.com/dgarijo/Widoco/master/pom.xml"
+ },
+ {
+ "result": {
+ "value": "unknown-jars-temp-repo",
+ "name": "A temporary repository created by NetBeans for libraries and jars it could not identify. Please replace the dependencies in this repository with correct ones and delete this repository.",
+ "url": "file:${project.basedir}/lib",
+ "type": "Url"
+ },
+ "confidence": 1,
+ "technique": "code_parser",
+ "source": "https://raw.githubusercontent.com/dgarijo/Widoco/master/pom.xml"
+ }
+ ],
+ "runtime_platform": [
+ {
+ "result": {
+ "value": "Java: 1.8",
+ "version": "1.8",
+ "name": "Java",
+ "type": "String"
+ },
+ "confidence": 1,
+ "technique": "code_parser",
+ "source": "https://raw.githubusercontent.com/dgarijo/Widoco/master/pom.xml"
+ }
+ ],
+ "has_package_file": [
+ {
+ "result": {
+ "value": "pom.xml",
+ "type": "Url"
+ },
+ "confidence": 1,
+ "technique": "code_parser",
+ "source": "https://raw.githubusercontent.com/dgarijo/Widoco/master/pom.xml"
+ }
+ ],
+ "readme_url": [
+ {
+ "result": {
+ "value": "https://raw.githubusercontent.com/dgarijo/Widoco/master/README.md",
+ "type": "Url"
+ },
+ "confidence": 1,
+ "technique": "file_exploration"
+ },
+ {
+ "result": {
+ "value": "https://raw.githubusercontent.com/dgarijo/Widoco/master/README.md",
+ "type": "String"
+ },
+ "confidence": 1,
+ "technique": "code_parser",
+ "source": "https://raw.githubusercontent.com/dgarijo/Widoco/master/codemeta.json"
+ }
+ ],
+ "contributing_guidelines": [
+ {
+ "result": {
+ "value": "## Contribution guidelines\nContributions to address any of the current issues are welcome. In order to push your contribution, just **push your pull request to the develop branch**. The master branch has only the code associated to the latest release. \n",
+ "type": "File_dump"
+ },
+ "confidence": 1,
+ "technique": "file_exploration",
+ "source": "https://raw.githubusercontent.com/dgarijo/Widoco/master/CONTRIBUTING.md"
+ }
+ ],
+ "identifier": [
+ {
+ "result": {
+ "value": "https://doi.org/10.5281/zenodo.11093793",
+ "type": "String"
+ },
+ "confidence": 1,
+ "technique": "code_parser",
+ "source": "https://raw.githubusercontent.com/dgarijo/Widoco/master/codemeta.json"
+ },
+ {
+ "result": {
+ "type": "Url",
+ "value": "https://doi.org/10.5281/zenodo.11093793"
+ },
+ "confidence": 1,
+ "technique": "regular_expression",
+ "source": "https://raw.githubusercontent.com/dgarijo/Widoco/master/README.md"
+ },
+ {
+ "result": {
+ "type": "Url",
+ "value": "https://archive.softwareheritage.org/swh:1:rev:fec66b89a4f4acb015a44c7f8cb671d49bec626a"
+ },
+ "confidence": 1,
+ "technique": "regular_expression",
+ "source": "https://raw.githubusercontent.com/dgarijo/Widoco/master/README.md"
+ }
+ ],
+ "continuous_integration": [
+ {
+ "result": {
+ "value": "https://raw.githubusercontent.com/dgarijo/Widoco/master/.github/workflows/ci.yml",
+ "type": "Url"
+ },
+ "confidence": 1,
+ "technique": "file_exploration"
+ }
+ ],
+ "ontologies": [
+ {
+ "result": {
+ "value": "https://raw.githubusercontent.com/dgarijo/Widoco/master/doc/benchmark/otalex.owl",
+ "type": "Url"
+ },
+ "confidence": 1,
+ "technique": "file_exploration"
+ },
+ {
+ "result": {
+ "value": "https://raw.githubusercontent.com/dgarijo/Widoco/master/doc/benchmark/ebg-ontology_edited.ttl",
+ "type": "Url"
+ },
+ "confidence": 1,
+ "technique": "file_exploration"
+ },
+ {
+ "result": {
+ "value": "https://raw.githubusercontent.com/dgarijo/Widoco/master/doc/benchmark/p-plan.owl",
+ "type": "Url"
+ },
+ "confidence": 1,
+ "technique": "file_exploration"
+ },
+ {
+ "result": {
+ "value": "https://raw.githubusercontent.com/dgarijo/Widoco/master/doc/benchmark/bne.ttl",
+ "type": "Url"
+ },
+ "confidence": 1,
+ "technique": "file_exploration"
+ },
+ {
+ "result": {
+ "value": "https://raw.githubusercontent.com/dgarijo/Widoco/master/doc/benchmark/NBAMovementsv2%20-%20copia.owl",
+ "type": "Url"
+ },
+ "confidence": 1,
+ "technique": "file_exploration"
+ },
+ {
+ "result": {
+ "value": "https://raw.githubusercontent.com/dgarijo/Widoco/master/doc/benchmark/System.owl",
+ "type": "Url"
+ },
+ "confidence": 1,
+ "technique": "file_exploration"
+ },
+ {
+ "result": {
+ "value": "https://raw.githubusercontent.com/dgarijo/Widoco/master/doc/benchmark/retele.ttl",
+ "type": "Url"
+ },
+ "confidence": 1,
+ "technique": "file_exploration"
+ },
+ {
+ "result": {
+ "value": "https://raw.githubusercontent.com/dgarijo/Widoco/master/doc/benchmark/geolinkeddata.owl",
+ "type": "Url"
+ },
+ "confidence": 1,
+ "technique": "file_exploration"
+ },
+ {
+ "result": {
+ "value": "https://raw.githubusercontent.com/dgarijo/Widoco/master/doc/benchmark/contaminacion-acustica.owl",
+ "type": "Url"
+ },
+ "confidence": 1,
+ "technique": "file_exploration"
+ },
+ {
+ "result": {
+ "value": "https://raw.githubusercontent.com/dgarijo/Widoco/master/doc/benchmark/instrument.ttl",
+ "type": "Url"
+ },
+ "confidence": 1,
+ "technique": "file_exploration"
+ },
+ {
+ "result": {
+ "value": "https://raw.githubusercontent.com/dgarijo/Widoco/master/doc/benchmark/IFC4_ADD1.ttl",
+ "type": "Url"
+ },
+ "confidence": 1,
+ "technique": "file_exploration"
+ },
+ {
+ "result": {
+ "value": "https://raw.githubusercontent.com/dgarijo/Widoco/master/doc/benchmark/disk.ttl",
+ "type": "Url"
+ },
+ "confidence": 1,
+ "technique": "file_exploration"
+ },
+ {
+ "result": {
+ "value": "https://raw.githubusercontent.com/dgarijo/Widoco/master/doc/benchmark/oa.ttl",
+ "type": "Url"
+ },
+ "confidence": 1,
+ "technique": "file_exploration"
+ },
+ {
+ "result": {
+ "value": "https://raw.githubusercontent.com/dgarijo/Widoco/master/doc/benchmark/ssn.owl",
+ "type": "Url"
+ },
+ "confidence": 1,
+ "technique": "file_exploration"
+ },
+ {
+ "result": {
+ "value": "https://raw.githubusercontent.com/dgarijo/Widoco/master/doc/benchmark/Tissue.ttl",
+ "type": "Url"
+ },
+ "confidence": 1,
+ "technique": "file_exploration"
+ },
+ {
+ "result": {
+ "value": "https://raw.githubusercontent.com/dgarijo/Widoco/master/doc/benchmark/wot.ttl",
+ "type": "Url"
+ },
+ "confidence": 1,
+ "technique": "file_exploration"
+ },
+ {
+ "result": {
+ "value": "https://raw.githubusercontent.com/dgarijo/Widoco/master/doc/benchmark/charity_org_rdf_new.owl",
+ "type": "Url"
+ },
+ "confidence": 1,
+ "technique": "file_exploration"
+ },
+ {
+ "result": {
+ "value": "https://raw.githubusercontent.com/dgarijo/Widoco/master/doc/benchmark/schema_sample.ttl",
+ "type": "Url"
+ },
+ "confidence": 1,
+ "technique": "file_exploration"
+ },
+ {
+ "result": {
+ "value": "https://raw.githubusercontent.com/dgarijo/Widoco/master/doc/benchmark/smartProtocol.owl",
+ "type": "Url"
+ },
+ "confidence": 1,
+ "technique": "file_exploration"
+ },
+ {
+ "result": {
+ "value": "https://raw.githubusercontent.com/dgarijo/Widoco/master/doc/benchmark/ontosoft-v1.0.owl",
+ "type": "Url"
+ },
+ "confidence": 1,
+ "technique": "file_exploration"
+ },
+ {
+ "result": {
+ "value": "https://raw.githubusercontent.com/dgarijo/Widoco/master/doc/benchmark/IFC4_ADD1_wrongImport.ttl",
+ "type": "Url"
+ },
+ "confidence": 1,
+ "technique": "file_exploration"
+ },
+ {
+ "result": {
+ "value": "https://raw.githubusercontent.com/dgarijo/Widoco/master/doc/benchmark/saref4envi.ttl",
+ "type": "Url"
+ },
+ "confidence": 1,
+ "technique": "file_exploration"
+ },
+ {
+ "result": {
+ "value": "https://raw.githubusercontent.com/dgarijo/Widoco/master/doc/benchmark/retele-share.owl",
+ "type": "Url"
+ },
+ "confidence": 1,
+ "technique": "file_exploration"
+ },
+ {
+ "result": {
+ "value": "https://raw.githubusercontent.com/dgarijo/Widoco/master/doc/benchmark/coil.owl",
+ "type": "Url"
+ },
+ "confidence": 1,
+ "technique": "file_exploration"
+ },
+ {
+ "result": {
+ "value": "https://raw.githubusercontent.com/dgarijo/Widoco/master/doc/benchmark/NBAMovementsv2.owl",
+ "type": "Url"
+ },
+ "confidence": 1,
+ "technique": "file_exploration"
+ },
+ {
+ "result": {
+ "value": "https://raw.githubusercontent.com/dgarijo/Widoco/master/doc/benchmark/diff/coreNew.ttl",
+ "type": "Url"
+ },
+ "confidence": 1,
+ "technique": "file_exploration"
+ },
+ {
+ "result": {
+ "value": "https://raw.githubusercontent.com/dgarijo/Widoco/master/doc/benchmark/diff/coilNew.owl",
+ "type": "Url"
+ },
+ "confidence": 1,
+ "technique": "file_exploration"
+ },
+ {
+ "result": {
+ "value": "https://raw.githubusercontent.com/dgarijo/Widoco/master/doc/benchmark/diff/coilOld.owl",
+ "type": "Url"
+ },
+ "confidence": 1,
+ "technique": "file_exploration"
+ },
+ {
+ "result": {
+ "value": "https://raw.githubusercontent.com/dgarijo/Widoco/master/doc/benchmark/diff/coreOld.ttl",
+ "type": "Url"
+ },
+ "confidence": 1,
+ "technique": "file_exploration"
+ },
+ {
+ "result": {
+ "value": "https://raw.githubusercontent.com/dgarijo/Widoco/master/doc/benchmark/LinkedEarth/sensor.ttl",
+ "type": "Url"
+ },
+ "confidence": 1,
+ "technique": "file_exploration"
+ },
+ {
+ "result": {
+ "value": "https://raw.githubusercontent.com/dgarijo/Widoco/master/doc/benchmark/LinkedEarth/observation.ttl",
+ "type": "Url"
+ },
+ "confidence": 1,
+ "technique": "file_exploration"
+ },
+ {
+ "result": {
+ "value": "https://raw.githubusercontent.com/dgarijo/Widoco/master/doc/benchmark/LinkedEarth/archive.ttl",
+ "type": "Url"
+ },
+ "confidence": 1,
+ "technique": "file_exploration"
+ },
+ {
+ "result": {
+ "value": "https://raw.githubusercontent.com/dgarijo/Widoco/master/doc/benchmark/LinkedEarth/instrument.ttl",
+ "type": "Url"
+ },
+ "confidence": 1,
+ "technique": "file_exploration"
+ },
+ {
+ "result": {
+ "value": "https://raw.githubusercontent.com/dgarijo/Widoco/master/doc/benchmark/LinkedEarth/inferredVariables.ttl",
+ "type": "Url"
+ },
+ "confidence": 1,
+ "technique": "file_exploration"
+ },
+ {
+ "result": {
+ "value": "https://raw.githubusercontent.com/dgarijo/Widoco/master/doc/benchmark/LinkedEarth/core.ttl",
+ "type": "Url"
+ },
+ "confidence": 1,
+ "technique": "file_exploration"
+ },
+ {
+ "result": {
+ "value": "https://raw.githubusercontent.com/dgarijo/Widoco/master/doc/benchmark/RO/roevo.owl",
+ "type": "Url"
+ },
+ "confidence": 1,
+ "technique": "file_exploration"
+ },
+ {
+ "result": {
+ "value": "https://raw.githubusercontent.com/dgarijo/Widoco/master/doc/benchmark/RO/roterms.owl",
+ "type": "Url"
+ },
+ "confidence": 1,
+ "technique": "file_exploration"
+ },
+ {
+ "result": {
+ "value": "https://raw.githubusercontent.com/dgarijo/Widoco/master/doc/benchmark/RO/wf4ever.owl",
+ "type": "Url"
+ },
+ "confidence": 1,
+ "technique": "file_exploration"
+ },
+ {
+ "result": {
+ "value": "https://raw.githubusercontent.com/dgarijo/Widoco/master/doc/benchmark/RO/wfdesc.owl",
+ "type": "Url"
+ },
+ "confidence": 1,
+ "technique": "file_exploration"
+ },
+ {
+ "result": {
+ "value": "https://raw.githubusercontent.com/dgarijo/Widoco/master/doc/benchmark/RO/ro.owl",
+ "type": "Url"
+ },
+ "confidence": 1,
+ "technique": "file_exploration"
+ },
+ {
+ "result": {
+ "value": "https://raw.githubusercontent.com/dgarijo/Widoco/master/doc/benchmark/RO/wfprov.owl",
+ "type": "Url"
+ },
+ "confidence": 1,
+ "technique": "file_exploration"
+ },
+ {
+ "result": {
+ "value": "https://raw.githubusercontent.com/dgarijo/Widoco/master/doc/benchmark/Disk/disk.ttl",
+ "type": "Url"
+ },
+ "confidence": 1,
+ "technique": "file_exploration"
+ },
+ {
+ "result": {
+ "value": "https://raw.githubusercontent.com/dgarijo/Widoco/master/doc/vocabulary/1.0.0/ontology.nt",
+ "type": "Url"
+ },
+ "confidence": 1,
+ "technique": "file_exploration"
+ },
+ {
+ "result": {
+ "value": "https://raw.githubusercontent.com/dgarijo/Widoco/master/doc/vocabulary/1.0.0/ontology.owl",
+ "type": "Url"
+ },
+ "confidence": 1,
+ "technique": "file_exploration"
+ },
+ {
+ "result": {
+ "value": "https://raw.githubusercontent.com/dgarijo/Widoco/master/doc/vocabulary/1.0.0/ontology.ttl",
+ "type": "Url"
+ },
+ "confidence": 1,
+ "technique": "file_exploration"
+ }
+ ],
+ "type": [
+ {
+ "result": {
+ "value": "commandline-application",
+ "type": "String"
+ },
+ "confidence": 0.82,
+ "technique": "software_type_heuristics"
+ }
+ ],
+ "download": [
+ {
+ "result": {
+ "value": "To download WIDOCO, you need to download a JAR executable file. Check the latest release for more details: (https://github.com/dgarijo/WIDOCO/releases/latest).\n",
+ "type": "Text_excerpt",
+ "original_header": "Downloading the executable",
+ "parent_header": [
+ "WIzard for DOCumenting Ontologies (WIDOCO)"
+ ]
+ },
+ "confidence": 1,
+ "technique": "header_analysis",
+ "source": "https://raw.githubusercontent.com/dgarijo/Widoco/master/README.md"
+ }
+ ],
+ "usage": [
+ {
+ "result": {
+ "value": "Examples of the features of WIDOCO can be seen on [the gallery](https://dgarijo.github.io/Widoco/doc/gallery/)\n",
+ "type": "Text_excerpt",
+ "original_header": "Examples",
+ "parent_header": [
+ "WIzard for DOCumenting Ontologies (WIDOCO)"
+ ]
+ },
+ "confidence": 1,
+ "technique": "header_analysis",
+ "source": "https://raw.githubusercontent.com/dgarijo/Widoco/master/README.md"
+ },
+ {
+ "result": {
+ "value": "A tutorial explaining the main features of the GUI can be found [here](https://dgarijo.github.io/Widoco/doc/tutorial/) \n",
+ "type": "Text_excerpt",
+ "original_header": "GUI Tutorial",
+ "parent_header": [
+ "WIzard for DOCumenting Ontologies (WIDOCO)"
+ ]
+ },
+ "confidence": 1,
+ "technique": "header_analysis",
+ "source": "https://raw.githubusercontent.com/dgarijo/Widoco/master/README.md"
+ },
+ {
+ "result": {
+ "value": "To see how WIDOCO recognizes metadata annotations in your ontology to create the documentation files, see [the WIDOCO metadata documentation](doc/metadataGuide/guide.md). To learn which metadata properties we recommend adding to your ontology for producing a nice-looking documentation, have a look at our [best practices guide](https://dgarijo.github.io/Widoco/doc/bestPractices/index-en.html).\n\nFor example, in order to show your logo in your documentation you just need to use `foaf:logo` as an annotation, as follows:\n```\n@prefix owl: .\n@prefix foaf: a owl:Ontology ;\n foaf:logo .\n```\n\nand it will show right next to the title. The [WIDOCO metadata documentation](doc/metadataGuide/guide.md) shows all supported metadata fields.\n",
+ "type": "Text_excerpt",
+ "original_header": "Metadata usage",
+ "parent_header": [
+ "WIzard for DOCumenting Ontologies (WIDOCO)"
+ ]
+ },
+ "confidence": 1,
+ "technique": "header_analysis",
+ "source": "https://raw.githubusercontent.com/dgarijo/Widoco/master/README.md"
+ },
+ {
+ "result": {
+ "value": "We provide JAR files for each release (see the [releases](https://github.com/dgarijo/Widoco/releases) page). However, if you want to build WIDOCO from scratch, just cd into the project folder and run:\n\n```bash\nmvn install\n```\nThe JAR will be generated in a \"JAR\" folder. The name will follow the pattern: `widoco-{VERSION_ID}-jar-with-dependencies.jar`, where {VERSION_ID} is the version number of the tool.\n",
+ "type": "Text_excerpt",
+ "original_header": "Building the JAR executable",
+ "parent_header": [
+ "WIzard for DOCumenting Ontologies (WIDOCO)",
+ "How to use WIDOCO"
+ ]
+ },
+ "confidence": 1,
+ "technique": "header_analysis",
+ "source": "https://raw.githubusercontent.com/dgarijo/Widoco/master/README.md"
+ },
+ {
+ "result": {
+ "value": "Download the latest `.jar` [WIDOCO available release](https://github.com/dgarijo/WIDOCO/releases/latest) (it will be something like `widoco-VERSION-jar-with-dependencies.jar`). Then just double click the `.jar` file.\n\nYou may also execute WIDOCO through the command line. Usage:\n```bash\njava -jar widoco-VERSION-jar-with-dependencies.jar [OPTIONS]\n```\n",
+ "type": "Text_excerpt",
+ "original_header": "JAR execution",
+ "parent_header": [
+ "WIzard for DOCumenting Ontologies (WIDOCO)",
+ "How to use WIDOCO"
+ ]
+ },
+ "confidence": 1,
+ "technique": "header_analysis",
+ "source": "https://raw.githubusercontent.com/dgarijo/Widoco/master/README.md"
+ },
+ {
+ "result": {
+ "value": "If you don't want to use the JAR directly, you may run the project using a [Docker container](https://www.docker.com/). First you will need to download or build the image, and then run it.\n",
+ "type": "Text_excerpt",
+ "original_header": "Docker execution",
+ "parent_header": [
+ "WIzard for DOCumenting Ontologies (WIDOCO)",
+ "How to use WIDOCO"
+ ]
+ },
+ "confidence": 1,
+ "technique": "header_analysis",
+ "source": "https://raw.githubusercontent.com/dgarijo/Widoco/master/README.md"
+ },
+ {
+ "result": {
+ "value": "We build containers in the [GitHub image registry](https://github.com/dgarijo/Widoco/pkgs/container/widoco) for all latest releases. In order to import one, just run the following command, stating the version of Widoco you prefer (e.g., for v1.4.23):\n\n```\ndocker pull ghcr.io/dgarijo/widoco:v1.4.23\n```\n\nTo browse all available images, see the [GitHub image registry](https://github.com/dgarijo/Widoco/pkgs/container/widoco).\n",
+ "type": "Text_excerpt",
+ "original_header": "Reusing a pre-existing image",
+ "parent_header": [
+ "WIzard for DOCumenting Ontologies (WIDOCO)",
+ "How to use WIDOCO",
+ "Docker execution"
+ ]
+ },
+ "confidence": 1,
+ "technique": "header_analysis",
+ "source": "https://raw.githubusercontent.com/dgarijo/Widoco/master/README.md"
+ },
+ {
+ "result": {
+ "value": "Build the image using the `Dockerfile` in project folder:\n\n```bash\ndocker build -t dgarijo/widoco .\n```\n",
+ "type": "Text_excerpt",
+ "original_header": "Building the image yourself",
+ "parent_header": [
+ "WIzard for DOCumenting Ontologies (WIDOCO)",
+ "How to use WIDOCO",
+ "Docker execution"
+ ]
+ },
+ "confidence": 1,
+ "technique": "header_analysis",
+ "source": "https://raw.githubusercontent.com/dgarijo/Widoco/master/README.md"
+ },
+ {
+ "result": {
+ "value": "`-analytics CODE`: Add a code snippet for Google analytics to track your HTML documentation. You need to add your CODE next to the flag. For example: UA-1234\n\n`-confFile PATH`: Load your own configuration file for the ontology metadata. Use this option if you want to load your own HTML sections as well. Incompatible with -getOntologyMetadata. See [the configuration documentation](doc/configuration/configuration_doc.md) for more information about the accepted fields.\n\n`-crossRef`: ONLY generate the overview and cross reference sections. The index document will NOT be generated. The htaccess, provenance page, etc., will not be generated unless requested by other flags. This flag is intended to be used only after a first version of the documentation exists.\n\n`-displayDirectImportsOnly`: Only those imported ontologies that are directly imported in the ontology being documented.\n\n`-doNotDisplaySerializations`: The serializations of the ontology will not be displayed.\n\n`-excludeIntroduction`: Skip the introduction section in the documentation.\n\n`-excludeProvenance`: Do not add the link \"Provenance of this page\" in the metadata header section\n\n`-getOntologyMetadata`: Extract ontology metadata from the given ontology\n\n`--help`: Shows a help message and exits.\n\n`-htaccess`: Create a bundle for publication ready to be deployed on your Apache server.\n\n\n`-ignoreIndividuals`: Individuals will not be included in the documentation.\n\n`-includeAnnotationProperties`: Include annotation properties defined in your ontology in the documentation (by default they are not included)\n\n`-includeImportedOntologies`: Indicates whether the terms of the imported ontologies of the current ontology should be documented as well or not.\n\n`-import`: imports a local ontology (e.g., if you don't want to load an online ontology, you may load its local version)\n\n`-lang LANG1-LANG2`: Generate documentation in multiple languages (separated by \"-\"). Note that if the language is not supported, the system will load the labels in english. For example: en-pt-es\n\n`-licensius`: Use the Licensius web services (http://licensius.com/apidoc/index.html) to retrieve license metadata. Only works if the -getOntologyMetadata flag is enabled.\n\n`-noPlaceHolderText`: Do not add any placeholder text (this will remove intro, abstract (if empty) and description sections).\n\n`-ontFile PATH` [required (unless -ontURI is used)]: Load a local ontology file (from PATH) to document. This option is incompatible with -ontURI\n\n`-outFolder folderName`: Specifies the name of the folder where to save the documentation. By default is 'myDocumentation'\n\n`-ontURI URI` [required (unless -ontFile is used)]: Load an ontology to document from its URI. This option is incompatible with -ontFile\n\n`-oops`: Create an html page with the evaluation from the OOPS service (http://oops.linkeddata.es/)\n\n`-rewriteAll`: Replace any existing files when documenting an ontology (e.g., from a previous execution)\n\n`-rewriteBase PATH`: Change the default rewrite base path. The default value is \"/\". This flag can only be used with the htaccess option.\n\n`-saveConfig PATH`: Save a configuration file on PATH with the properties of a given ontology\n\n`-uniteSections`: Write all HTML sections into a single HTML document.\n\n`-useCustomStyle`: Export the documentation using alternate css files (by Daniel Vila).\n\n`--version`: Shows the current version of WIDOCO.\n\n`-webVowl`: Create a visualization based on WebVowl (http://vowl.visualdataweb.org/webvowl/index.html#) in the documentation.\n\n",
+ "type": "Text_excerpt",
+ "original_header": "Execution options",
+ "parent_header": [
+ "WIzard for DOCumenting Ontologies (WIDOCO)",
+ "How to use WIDOCO"
+ ]
+ },
+ "confidence": 1,
+ "technique": "header_analysis",
+ "source": "https://raw.githubusercontent.com/dgarijo/Widoco/master/README.md"
+ }
+ ],
+ "run": [
+ {
+ "result": {
+ "value": "You can now execute WIDOCO through the command line. Usage:\n\n```bash\ndocker run -ti --rm dgarijo/widoco [OPTIONS]\n```\n\n**Note:** If you downloaded the image from the GitHub registry, you will have to change `dgarijo/widoco` with the name of the image you downloaded. For example `ghcr.io/dgarijo/widoco:v1.4.23`.\n\nIf you want to share data between the Docker Container and your Host, for instance to load a local ontology file (from PATH), you will need to mount the container\nwith host directories. For instance:\n\n```bash\ndocker run -ti --rm \\\n -v `pwd`/test:/usr/local/widoco/in:Z \\\n -v `pwd`/target/generated-doc:/usr/local/widoco/out:Z \\\n dgarijo/widoco -ontFile in/bne.ttl -outFolder out -rewriteAll\n```\n",
+ "type": "Text_excerpt",
+ "original_header": "Running WIDOCO's image",
+ "parent_header": [
+ "WIzard for DOCumenting Ontologies (WIDOCO)",
+ "How to use WIDOCO",
+ "Docker execution"
+ ]
+ },
+ "confidence": 1,
+ "technique": "header_analysis",
+ "source": "https://raw.githubusercontent.com/dgarijo/Widoco/master/README.md"
+ }
+ ],
+ "documentation": [
+ {
+ "result": {
+ "value": "WIDOCO separates the contents of different sections in HTML files, which are then loaded in the `index.html` file. WIDOCO was designed this way because it's easier to edit your introduction or description sections independently without being all aggregated together in a huge HTML document. **When all the contents generated by WIDOCO are stored in a server, you will be able to see the documentation of your ontology using any browser**. However, if you open the `index.html` file **on your local browser**, you may see a document missing most of the sections in your documentation. This happens because browsers don't allow loading separate content when opening a file locally for security reasons. If you want to explore how your ontology would look locally, you have two options:\n\n* a) Execute WIDOCO with the `-uniteSections` flag; or select the option `add al sections in a single document` in the \"load sections\" step in the WIDOCO GUI. This will make all the sections of WIDOCO to be in the `index.html`; and you will be able to see it in your browser. Note that the **LODE visualization will not be available** when exploring your ontology locally.\n* b) Create a local server: Set up a local server (e.g., using XAMPP or Tomcat) and serve the files WIDOCO generates (in the `htdocs` folder for Apache servers).\n\nIf you place the files generated by WIDOCO in a server and access them via its URL (for example, a Github page), you should be able to see your documentation appropriately.\n",
+ "type": "Text_excerpt",
+ "original_header": "Browser issues (Why can't I see the generated documentation / visualization?)",
+ "parent_header": [
+ "WIzard for DOCumenting Ontologies (WIDOCO)"
+ ]
+ },
+ "confidence": 1,
+ "technique": "header_analysis",
+ "source": "https://raw.githubusercontent.com/dgarijo/Widoco/master/README.md"
+ }
+ ],
+ "application_domain": [
+ {
+ "result": {
+ "type": "String",
+ "value": "Semantic web"
+ },
+ "confidence": 0.921888526958785,
+ "technique": "supervised_classification"
+ }
+ ],
+ "full_title": [
+ {
+ "result": {
+ "type": "String",
+ "value": "WIzard for DOCumenting Ontologies (WIDOCO)"
+ },
+ "confidence": 1,
+ "technique": "regular_expression",
+ "source": "https://raw.githubusercontent.com/dgarijo/Widoco/master/README.md"
+ }
+ ],
+ "repository_status": [
+ {
+ "result": {
+ "type": "Url",
+ "value": "https://www.repostatus.org/#active",
+ "description": "Active \u2013 The project has reached a stable, usable state and is being actively developed."
+ },
+ "confidence": 1,
+ "technique": "regular_expression",
+ "source": "https://raw.githubusercontent.com/dgarijo/Widoco/master/README.md"
+ }
+ ],
+ "logo": [
+ {
+ "result": {
+ "type": "Url",
+ "value": "https://raw.githubusercontent.com/dgarijo/Widoco/master/src/main/resources/logo/logo2.png"
+ },
+ "confidence": 1,
+ "technique": "regular_expression",
+ "source": "https://raw.githubusercontent.com/dgarijo/Widoco/master/README.md"
+ }
+ ]
+}
\ No newline at end of file
diff --git a/src/somef_core/test/test_data/authors_files/docker_AUTHORS.txt b/src/somef_core/test/test_data/authors_files/docker_AUTHORS.txt
new file mode 100644
index 0000000..3d3fe3c
--- /dev/null
+++ b/src/somef_core/test/test_data/authors_files/docker_AUTHORS.txt
@@ -0,0 +1,718 @@
+# This file lists all individuals having contributed content to the repository.
+# For how it is generated, see `project/generate-authors.sh`.
+
+Aanand Prasad
+Aaron Feng
+Aaron Huslage
+Abel Muiño
+Abhinav Ajgaonkar
+Abin Shahab
+Adam Miller
+Adam Singer
+Aditya
+Adrian Mouat
+Adrien Folie
+Ahmet Alp Balkan
+AJ Bowen
+alambike
+Alan Thompson
+Albert Callarisa
+Albert Zhang
+Aleksa Sarai
+Alexander Larsson
+Alexander Shopov
+Alexandr Morozov
+Alexey Kotlyarov
+Alexey Shamrin
+Alex Gaynor
+Alexis THOMAS
+Alex Warhawk
+almoehi
+Al Tobey
+Álvaro Lázaro
+amangoel
+Amit Bakshi
+AnandkumarPatel
+Anand Patil
+Andrea Luzzardi
+Andreas Köhler
+Andreas Savvides
+Andreas Tiefenthaler
+Andrea Turli
+Andre Dublin <81dublin@gmail.com>
+Andrew Duckworth
+Andrew France
+Andrew Macgregor
+Andrew Munsell
+Andrews Medina
+Andrew Weiss
+Andrew Williams
+Andrey Petrov
+Andrey Stolbovsky
+Andy Chambers
+andy diller
+Andy Goldstein
+Andy Kipp
+Andy Rothfusz
+Andy Smith
+Andy Wilson
+Anthony Bishopric
+Anton Löfgren
+Anton Nikitin
+Antony Messerli
+apocas
+ArikaChen
+Arnaud Porterie
+Arthur Gautier
+Asbjørn Enge
+averagehuman
+Avi Miller
+Barnaby Gray
+Barry Allard
+Bartłomiej Piotrowski
+bdevloed
+Ben Firshman
+Benjamin Atkin
+Benoit Chesneau
+Ben Sargent
+Ben Toews
+Ben Wiklund
+Bernerd Schaefer
+Bert Goethals
+Bhiraj Butala
+bin liu
+Blake Geno
+Bouke Haarsma
+Boyd Hemphill
+Brandon Liu
+Brandon Philips
+Brandon Rhodes
+Brett Kochendorfer
+Brian (bex) Exelbierd
+Brian Dorsey
+Brian Flad
+Brian Goff
+Brian McCallister
+Brian Olsen
+Brian Shumate
+Brice Jaglin
+Briehan Lombaard
+Bruno Bigras
+Bruno Binet
+Bruno Renié
+Bryan Bess
+Bryan Matsuo
+Bryan Murphy
+Burke Libbey
+Byung Kang
+Caleb Spare
+Calen Pennington
+Cameron Boehmer
+Carl X. Su
+Charles Hooper
+Charles Lindsay
+Charles Merriam
+Charlie Lewis
+Chewey
+Chia-liang Kao
+Chris Alfonso
+Chris Armstrong
+chrismckinnel
+Chris Snow
+Chris St. Pierre
+Christian Berendt
+ChristoperBiscardi
+Christopher Currie
+Christopher Rigor
+Christophe Troestler
+Ciro S. Costa
+Clayton Coleman
+Colin Dunklau
+Colin Rice
+Colin Walters
+Cory Forsyth
+cressie176
+Cruceru Calin-Cristian
+Daan van Berkel
+Daehyeok.Mun
+Dafydd Crosby
+Dan Buch
+Dan Cotora
+Dan Griffin
+Dan Hirsch
+Daniel, Dao Quang Minh
+Daniel Exner
+Daniel Farrell
+Daniel Garcia
+Daniel Gasienica
+Daniel Menet
+Daniel Mizyrycki
+Daniel Norberg
+Daniel Nordberg
+Daniel Robinson
+Daniel Von Fange
+Daniel YC Lin
+Dan Keder
+Dan McPherson
+Danny Berger
+Danny Yates
+Dan Stine
+Dan Walsh
+Dan Williams
+Darren Coxall
+Darren Shepherd
+David Anderson
+David Calavera
+David Corking
+Davide Ceretti
+David Gageot
+David Gebler
+David Mcanulty
+David Pelaez
+David Röthlisberger
+David Sissitka
+Dawn Chen
+decadent
+Deni Bertovic
+Derek
+Derek McGowan
+Deric Crago
+Deshi Xiao
+Dinesh Subhraveti
+Djibril Koné
](https://github.com/uncbiag/ICON/actions)
+[](https://pypi.org/project/icon-registration)
+[](https://youtu.be/7kZsJ3zWDCA)
+
+
+## Running our code
+
+We are available on PyPI!
+```bash
+pip install icon-registration
+```
+
+
+To run our pretrained model in the cloud on sample images from OAI knees, visit [our knee google colab notebook](https://colab.research.google.com/drive/1svftgw-vYWnLp9lSf3UkrG547atjbIrg?usp=sharing)
+
+To run our pretrained model for lung CT scans on an example from COPDgene, visit [our lung google colab notebook](https://colab.research.google.com/github/uncbiag/ICON/blob/master/notebooks/ICON_lung_demo.ipynb)
+
+----------------
+
+To train from scratch on the synthetic triangles and circles dataset:
+
+```bash
+git clone https://github.com/uncbiag/ICON
+cd ICON
+
+pip install -e .
+
+python training_scripts/2d_triangles_example.py
+```
+
diff --git a/src/somef_core/test/test_data/README-widoco-duplicate-dois.md b/src/somef_core/test/test_data/README-widoco-duplicate-dois.md
new file mode 100644
index 0000000..85fb4f0
--- /dev/null
+++ b/src/somef_core/test/test_data/README-widoco-duplicate-dois.md
@@ -0,0 +1,198 @@
+# WIzard for DOCumenting Ontologies (WIDOCO)
+[](https://zenodo.org/badge/latestdoi/11427075) [](https://jitpack.io/#dgarijo/Widoco)
+
+
+
+WIDOCO helps you to publish and create an enriched and customized documentation of your ontology automatically, by following a series of steps in a GUI.
+
+**Author**: Daniel Garijo Verdejo (@dgarijo)
+
+**Contributors**: María Poveda, Idafen Santana, Almudena Ruiz, Miguel Angel García, Oscar Corcho, Daniel Vila, Sergio Barrio, Martin Scharm, Maxime Lefrancois, Alfredo Serafini, @kartgk, Pat Mc Bennett, Christophe Camel, Jacobus Geluk, Martin Scharm, @rpietzsch, Jonathan Leitschuh, Jodi Schneider, Giacomo Lanza, Alejandra Gonzalez-Beltran, Mario Scrocca, Miguel Angel García and Flores Bakker.
+
+**Citing WIDOCO**: If you used WIDOCO in your work, please cite the ISWC 2017 paper: https://iswc2017.semanticweb.org/paper-138
+
+```bib
+@inproceedings{garijo2017widoco,
+ title={WIDOCO: a wizard for documenting ontologies},
+ author={Garijo, Daniel},
+ booktitle={International Semantic Web Conference},
+ pages={94--102},
+ year={2017},
+ organization={Springer, Cham},
+ doi = {10.1007/978-3-319-68204-4_9},
+ funding = {USNSF ICER-1541029, NIH 1R01GM117097-01},
+ url={http://dgarijo.com/papers/widoco-iswc2017.pdf}
+}
+
+@inproceedings{garijo2017widoco_duplicate,
+ title={WIDOCO: a wizard for documenting ontologies},
+ author={Garijo, Daniel},
+ booktitle={International Semantic Web Conference},
+ pages={94--102},
+ year={2017},
+ organization={Springer, Cham},
+ doi = {https://dx.doi.org/10.1007/978-3-319-68204-4_9},
+ url={http://dgarijo.com/papers/widoco-iswc2017.pdf}
+}
+```
+If you want to cite the latest version of the software, you can do so by using: https://zenodo.org/badge/latestdoi/11427075.
+
+## Downloading the executable
+
+To download WIDOCO, you need to download a JAR executable file. Check the latest release for more details: (https://github.com/dgarijo/WIDOCO/releases/latest).
+
+## Importing WIDOCO as a dependency
+Just add the dependency and repository to your `pom.xml` file as follows. See the [WIDOCO JitPack](https://jitpack.io/#dgarijo/Widoco) page to find alternative means to incorporate WIDOCO to your project.
+
+```xml
+