From c5c6286557a299ec57479fc99dbf09c28e2a3b8f Mon Sep 17 00:00:00 2001 From: Renjith Date: Wed, 28 Aug 2024 14:24:16 +0100 Subject: [PATCH 01/10] add initial template files --- .github/workflows/release.yml | 164 ++++++++++++++++++++++++ .github/workflows/test.yml | 109 ++++++++++++++++ .gitignore | 174 +++++++++++++++++++++++++ Dockerfile | 32 +++++ poetry.lock | 233 ++++++++++++++++++++++++++++++++++ pyproject.toml | 21 +++ 6 files changed, 733 insertions(+) create mode 100644 .github/workflows/release.yml create mode 100644 .github/workflows/test.yml create mode 100644 .gitignore create mode 100644 Dockerfile create mode 100644 poetry.lock create mode 100644 pyproject.toml diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml new file mode 100644 index 0000000..54a2c15 --- /dev/null +++ b/.github/workflows/release.yml @@ -0,0 +1,164 @@ +name: Release + +on: + push: + branches: ["main"] + +jobs: + preconditions: + runs-on: ubuntu-latest + outputs: + repo_name: ${{ steps.repo_ids.outputs.REPO_NAME }} + org_name: ${{ steps.repo_ids.outputs.ORG_NAME }} + + steps: + - name: Checkout + uses: actions/checkout@v4 + with: + fetch-depth: 0 + - name: Check token + run: | + if [ -z "${{ secrets.GITHUB_TOKEN }}"]; then + echo "Must provide a GITHUB_TOKEN secret in order to run release workflow" + exit 1 + fi + - name: Get repository identifiers + id: repo_ids + run: | + REPO_NAME=$(echo "${{ github.event.repository.name }}" | tr '[:upper:]' '[:lower:]') + ORG_NAME=$(echo "${{ github.event.repository.owner.name }}" | tr '[:upper:]' '[:lower:]') + echo "REPO_NAME=$REPO_NAME" >> $GITHUB_OUTPUT + echo "ORG_NAME=$ORG_NAME" >> $GITHUB_OUTPUT + + lint: + name: Run lint + runs-on: ubuntu-latest + steps: + - uses: actions/checkout@v4 + - name: Install poetry + run: pipx install poetry + - uses: actions/setup-python@v4 + with: + python-version: "3.12" + cache: poetry + - name: Install Packages + run: poetry install --no-interaction --no-ansi + - name: Lint + run: poetry run flake8 + + tests: + name: Run tests + runs-on: ubuntu-latest + steps: + - uses: actions/checkout@v4 + - name: Install poetry + run: pipx install poetry + - uses: actions/setup-python@v4 + with: + python-version: "3.12" + cache: poetry + - name: Install Packages + run: poetry install --no-interaction --no-ansi + - name: Run unit and integration tests + run: poetry run pytest -v -s -W ignore::DeprecationWarning + + check-version: + name: "Check version" + runs-on: ubuntu-latest + outputs: + is_new_version: ${{ steps.get_version.outputs.IS_NEW_VERSION }} + version: ${{ steps.get_version.outputs.VERSION }} + build_date: ${{ steps.get_version.outputs.BUILD_DATE }} + is_prerelease: ${{ steps.get_version.outputs.IS_PRERELEASE }} + + steps: + - uses: actions/checkout@v4 + - name: Check version + id: get_version + uses: digicatapult/check-version@v1 + with: + token: ${{ secrets.GITHUB_TOKEN }} + package_manager: "poetry" + tag_regex: "^v?\\d+\\.\\d+\\.\\d+$" + + publish: + name: "Publish package" + needs: [preconditions, lint, tests, check-version] + runs-on: ubuntu-latest-m + permissions: write-all + if: ${{ needs.check-version.outputs.is_new_version == 'true' }} + + steps: + - uses: actions/checkout@v4 + - name: Setup QEMU + uses: docker/setup-qemu-action@v3 + with: + platforms: all + - name: Setup Docker Buildx + id: buildx + uses: docker/setup-buildx-action@v3 + with: + buildkitd-flags: "--debug" + - name: Generate tags + id: generate-tags + env: + VERSION: ${{ needs.check-version.outputs.version }} + IS_NEW_VERSION: ${{ needs.check-version.outputs.is_new_version }} + IS_PRERELEASE: ${{ needs.check-version.outputs.is_prerelease }} + # if it's a new non prerelease version tag with hash, version latest-dev and latest + # if it's a new prerelease version tag with hash, version and latest-dev + # if it's a non new version tag with hash and latest-dev + run: | + if [ "$IS_NEW_VERSION" == "true" ]; then + echo "GHCR_VERSION_TAG=ghcr.io/${{ needs.preconditions.outputs.org_name }}/${{ needs.preconditions.outputs.repo_name }}:$VERSION" >> $GITHUB_OUTPUT + if [ "$IS_PRERELEASE" == "false" ]; then + echo "GHCR_LATEST_TAG=ghcr.io/${{ needs.preconditions.outputs.org_name }}/${{ needs.preconditions.outputs.repo_name }}:latest" >> $GITHUB_OUTPUT + else + echo "GHCR_LATEST_TAG=" >> $GITHUB_OUTPUT + fi; + else + echo "GHCR_VERSION_TAG=" >> $GITHUB_OUTPUT + echo "GHCR_LATEST_TAG=" >> $GITHUB_OUTPUT + fi; + - name: Login to GitHub Container Registry + uses: docker/login-action@v3 + with: + registry: ghcr.io + username: ${{ github.repository_owner }} + password: ${{ secrets.GITHUB_TOKEN }} + - name: Build image + uses: docker/build-push-action@v5 + with: + builder: ${{ steps.buildx.outputs.name }} + context: . + file: ./Dockerfile + platforms: linux/amd64, linux/arm64 + push: true + tags: | + ghcr.io/${{ needs.preconditions.outputs.org_name }}/${{ needs.preconditions.outputs.repo_name }}:${{ github.sha }} + ${{ steps.generate-tags.outputs.GHCR_VERSION_TAG }} + ${{ steps.generate-tags.outputs.GHCR_LATEST_TAG }} + labels: | + org.opencontainers.image.title=${{ needs.preconditions.outputs.repo_name }} + org.opencontainers.image.description=${{ github.event.repository.description }} + org.opencontainers.image.source=${{ github.event.repository.html_url }} + org.opencontainers.image.url=${{ github.event.repository.html_url }} + org.opencontainers.image.revision=${{ github.sha }} + org.opencontainers.image.version=${{ needs.check-version.outputs.version }} + org.opencontainers.image.created=${{ needs.check-version.outputs.build_date }} + + # Build github release + - name: Build release version + uses: "marvinpinto/action-automatic-releases@latest" + with: + repo_token: "${{ secrets.GITHUB_TOKEN }}" + automatic_release_tag: ${{ needs.check-version.outputs.version }} + prerelease: false + title: Release ${{ needs.check-version.outputs.version }} + - name: Build release latest + uses: "marvinpinto/action-automatic-releases@latest" + with: + repo_token: "${{ secrets.GITHUB_TOKEN }}" + automatic_release_tag: latest + prerelease: false + title: Latest Release ${{ needs.check-version.outputs.version }} \ No newline at end of file diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml new file mode 100644 index 0000000..599b84f --- /dev/null +++ b/.github/workflows/test.yml @@ -0,0 +1,109 @@ +name: Lint and Test + +on: + push: + branches-ignore: ["main"] + +jobs: + repo_ids: + runs-on: ubuntu-latest + outputs: + repo_name: ${{ steps.repo_ids.outputs.REPO_NAME }} + org_name: ${{ steps.repo_ids.outputs.ORG_NAME }} + steps: + - name: Checkout + uses: actions/checkout@v4 + with: + fetch-depth: 0 + - name: Get repository identifiers + id: repo_ids + run: | + REPO_NAME=$(echo "${{ github.event.repository.name }}" | tr '[:upper:]' '[:lower:]') + ORG_NAME=$(echo "${{ github.event.repository.owner.name }}" | tr '[:upper:]' '[:lower:]') + echo "REPO_NAME=$REPO_NAME" >> $GITHUB_OUTPUT + echo "ORG_NAME=$ORG_NAME" >> $GITHUB_OUTPUT + + lint: + name: Run lint + runs-on: ubuntu-latest + steps: + - uses: actions/checkout@v4 + - name: Install poetry + run: pipx install poetry + - uses: actions/setup-python@v4 + with: + python-version: "3.12" + cache: poetry + - name: Install Packages + run: poetry install --no-interaction --no-ansi + - name: Lint + run: poetry run flake8 + + tests: + name: Run tests + runs-on: ubuntu-latest + steps: + - uses: actions/checkout@v4 + - name: Install poetry + run: pipx install poetry + - uses: actions/setup-python@v4 + with: + python-version: "3.12" + cache: poetry + - name: Install Packages + run: poetry install --no-interaction --no-ansi + - name: Run unit and integration tests + run: poetry run pytest -v -s -W ignore::DeprecationWarning + + check-version: + name: "Check version" + runs-on: ubuntu-latest + steps: + - uses: actions/checkout@v4 + - name: Check version + id: get_version + uses: digicatapult/check-version@v1 + with: + token: ${{ secrets.GITHUB_TOKEN }} + package_manager: "poetry" + tag_regex: "^v?\\d+\\.\\d+\\.\\d+$" + + build-docker: + name: "Build docker image" + runs-on: ubuntu-latest-m + permissions: write-all + needs: [repo_ids, lint, tests] + steps: + - uses: actions/checkout@v4 + - name: Setup QEMU + uses: docker/setup-qemu-action@v3 + with: + platforms: all + - name: Setup Docker Buildx + id: buildx + uses: docker/setup-buildx-action@v3 + with: + buildkitd-flags: "--debug" + - name: Login to GitHub Container Registry + uses: docker/login-action@v3 + with: + registry: ghcr.io + username: ${{ github.repository_owner }} + password: ${{ secrets.GITHUB_TOKEN }} + - name: Build image + uses: docker/build-push-action@v5 + with: + builder: ${{ steps.buildx.outputs.name }} + context: . + file: ./Dockerfile + platforms: linux/amd64, linux/arm64 + push: true + tags: | + ghcr.io/${{ needs.repo_ids.outputs.org_name }}/${{ needs.repo_ids.outputs.repo_name }}:${{ github.sha }} + labels: | + org.opencontainers.image.title=${{ needs.preconditions.outputs.repo_name }} + org.opencontainers.image.description=${{ github.event.repository.description }} + org.opencontainers.image.source=${{ github.event.repository.html_url }} + org.opencontainers.image.url=${{ github.event.repository.html_url }} + org.opencontainers.image.revision=${{ github.sha }} + org.opencontainers.image.created=${{ needs.check-version.outputs.build_date }} \ No newline at end of file diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..9894d88 --- /dev/null +++ b/.gitignore @@ -0,0 +1,174 @@ +# Byte-compiled / optimized / DLL files +__pycache__/ +*.py[cod] +*$py.class +*downloads/ +*/downloads + + +# other +.idea/ +.logs/ +*.log +*-ubyte +*.gz +.DS_Store +.python-version +poetry.toml +*.pth + +# C extensions +*.so + +# Distribution / packaging +.Python +build/ +develop-eggs/ +dist/ +downloads/ +eggs/ +.eggs/ +lib/ +lib64/ +parts/ +sdist/ +var/ +wheels/ +share/python-wheels/ +*.egg-info/ +.installed.cfg +*.egg +MANIFEST + +# PyInstaller +# Usually these files are written by a python script from a template +# before PyInstaller builds the exe, so as to inject date/other infos into it. +*.manifest +*.spec + +# Installer logs +pip-log.txt +pip-delete-this-directory.txt + +# Unit test / coverage reports +htmlcov/ +.tox/ +.nox/ +.coverage +.coverage.* +.cache +nosetests.xml +coverage.xml +*.cover +*.py,cover +.hypothesis/ +.pytest_cache/ +cover/ + +# Translations +*.mo +*.pot + +# Django stuff: +*.log +local_settings.py +db.sqlite3 +db.sqlite3-journal + +# Flask stuff: +instance/ +.webassets-cache + +# Scrapy stuff: +.scrapy + +# Sphinx documentation +docs/_build/ + +# PyBuilder +.pybuilder/ +target/ + +# Jupyter Notebook +.ipynb_checkpoints + +# IPython +profile_default/ +ipython_config.py + +# pyenv +# For a library or package, you might want to ignore these files since the code is +# intended to run in multiple environments; otherwise, check them in: +# .python-version + +# pipenv +# According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control. +# However, in case of collaboration, if having platform-specific dependencies or dependencies +# having no cross-platform support, pipenv may install dependencies that don't work, or not +# install all needed dependencies. +#Pipfile.lock + +# poetry +# Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control. +# This is especially recommended for binary packages to ensure reproducibility, and is more +# commonly ignored for libraries. +# https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control +#poetry.lock + +# pdm +# Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control. +#pdm.lock +# pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it +# in version control. +# https://pdm.fming.dev/#use-with-ide +.pdm.toml + +# PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm +__pypackages__/ + +# Celery stuff +celerybeat-schedule +celerybeat.pid + +# SageMath parsed files +*.sage.py + +# Environments +.env +.venv +env/ +venv/ +ENV/ +env.bak/ +venv.bak/ + +# Spyder project settings +.spyderproject +.spyproject + +# Rope project settings +.ropeproject + +# mkdocs documentation +/site + +# mypy +.mypy_cache/ +.dmypy.json +dmypy.json + +# Pyre type checker +.pyre/ + +# pytype static type analyzer +.pytype/ + +# Cython debug symbols +cython_debug/ + +# PyCharm +# JetBrains specific template is maintained in a separate JetBrains.gitignore that can +# be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore +# and can be added to the global gitignore or merged into this file. For a more nuclear +# option (not recommended) you can uncomment the following to ignore the entire idea folder. +#.idea/ diff --git a/Dockerfile b/Dockerfile new file mode 100644 index 0000000..c180be6 --- /dev/null +++ b/Dockerfile @@ -0,0 +1,32 @@ +# Use the official Python 3.12 image from the Docker Hub +FROM python:3.12-slim + +# Install dependencies and Poetry +RUN apt-get update && \ + apt-get install -y --fix-missing build-essential git && \ + pip install --no-cache-dir poetry && \ + apt-get clean && rm -rf /var/lib/apt/lists/* + +# Set the working directory in the container +WORKDIR /app + +# Configure Poetry to not use virtual environments +ENV POETRY_VIRTUALENVS_CREATE=false + +# Copy the pyproject.toml and poetry.lock files +COPY pyproject.toml poetry.lock ./ + +# Install only non-development dependencies +RUN poetry install --no-dev --no-root + +# Copy the rest of the application code into the container +COPY src ./src + +# Add source directory to python path +ENV PYTHONPATH="${PYTHONPATH}:/app/src" + +# Set the environment variable +ENV LOG_LEVEL=INFO + +# Run the application +CMD ["python", "src/main.py"] diff --git a/poetry.lock b/poetry.lock new file mode 100644 index 0000000..e59415b --- /dev/null +++ b/poetry.lock @@ -0,0 +1,233 @@ +# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. + +[[package]] +name = "black" +version = "24.8.0" +description = "The uncompromising code formatter." +optional = false +python-versions = ">=3.8" +files = [ + {file = "black-24.8.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:09cdeb74d494ec023ded657f7092ba518e8cf78fa8386155e4a03fdcc44679e6"}, + {file = "black-24.8.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:81c6742da39f33b08e791da38410f32e27d632260e599df7245cccee2064afeb"}, + {file = "black-24.8.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:707a1ca89221bc8a1a64fb5e15ef39cd755633daa672a9db7498d1c19de66a42"}, + {file = "black-24.8.0-cp310-cp310-win_amd64.whl", hash = "sha256:d6417535d99c37cee4091a2f24eb2b6d5ec42b144d50f1f2e436d9fe1916fe1a"}, + {file = "black-24.8.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:fb6e2c0b86bbd43dee042e48059c9ad7830abd5c94b0bc518c0eeec57c3eddc1"}, + {file = "black-24.8.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:837fd281f1908d0076844bc2b801ad2d369c78c45cf800cad7b61686051041af"}, + {file = "black-24.8.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:62e8730977f0b77998029da7971fa896ceefa2c4c4933fcd593fa599ecbf97a4"}, + {file = "black-24.8.0-cp311-cp311-win_amd64.whl", hash = "sha256:72901b4913cbac8972ad911dc4098d5753704d1f3c56e44ae8dce99eecb0e3af"}, + {file = "black-24.8.0-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:7c046c1d1eeb7aea9335da62472481d3bbf3fd986e093cffd35f4385c94ae368"}, + {file = "black-24.8.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:649f6d84ccbae73ab767e206772cc2d7a393a001070a4c814a546afd0d423aed"}, + {file = "black-24.8.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:2b59b250fdba5f9a9cd9d0ece6e6d993d91ce877d121d161e4698af3eb9c1018"}, + {file = "black-24.8.0-cp312-cp312-win_amd64.whl", hash = "sha256:6e55d30d44bed36593c3163b9bc63bf58b3b30e4611e4d88a0c3c239930ed5b2"}, + {file = "black-24.8.0-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:505289f17ceda596658ae81b61ebbe2d9b25aa78067035184ed0a9d855d18afd"}, + {file = "black-24.8.0-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:b19c9ad992c7883ad84c9b22aaa73562a16b819c1d8db7a1a1a49fb7ec13c7d2"}, + {file = "black-24.8.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:1f13f7f386f86f8121d76599114bb8c17b69d962137fc70efe56137727c7047e"}, + {file = "black-24.8.0-cp38-cp38-win_amd64.whl", hash = "sha256:f490dbd59680d809ca31efdae20e634f3fae27fba3ce0ba3208333b713bc3920"}, + {file = "black-24.8.0-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:eab4dd44ce80dea27dc69db40dab62d4ca96112f87996bca68cd75639aeb2e4c"}, + {file = "black-24.8.0-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:3c4285573d4897a7610054af5a890bde7c65cb466040c5f0c8b732812d7f0e5e"}, + {file = "black-24.8.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:9e84e33b37be070ba135176c123ae52a51f82306def9f7d063ee302ecab2cf47"}, + {file = "black-24.8.0-cp39-cp39-win_amd64.whl", hash = "sha256:73bbf84ed136e45d451a260c6b73ed674652f90a2b3211d6a35e78054563a9bb"}, + {file = "black-24.8.0-py3-none-any.whl", hash = "sha256:972085c618ee94f402da1af548a4f218c754ea7e5dc70acb168bfaca4c2542ed"}, + {file = "black-24.8.0.tar.gz", hash = "sha256:2500945420b6784c38b9ee885af039f5e7471ef284ab03fa35ecdde4688cd83f"}, +] + +[package.dependencies] +click = ">=8.0.0" +mypy-extensions = ">=0.4.3" +packaging = ">=22.0" +pathspec = ">=0.9.0" +platformdirs = ">=2" + +[package.extras] +colorama = ["colorama (>=0.4.3)"] +d = ["aiohttp (>=3.7.4)", "aiohttp (>=3.7.4,!=3.9.0)"] +jupyter = ["ipython (>=7.8.0)", "tokenize-rt (>=3.2.0)"] +uvloop = ["uvloop (>=0.15.2)"] + +[[package]] +name = "click" +version = "8.1.7" +description = "Composable command line interface toolkit" +optional = false +python-versions = ">=3.7" +files = [ + {file = "click-8.1.7-py3-none-any.whl", hash = "sha256:ae74fb96c20a0277a1d615f1e4d73c8414f5a98db8b799a7931d1582f3390c28"}, + {file = "click-8.1.7.tar.gz", hash = "sha256:ca9853ad459e787e2192211578cc907e7594e294c7ccc834310722b41b9ca6de"}, +] + +[package.dependencies] +colorama = {version = "*", markers = "platform_system == \"Windows\""} + +[[package]] +name = "colorama" +version = "0.4.6" +description = "Cross-platform colored terminal text." +optional = false +python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7" +files = [ + {file = "colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"}, + {file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"}, +] + +[[package]] +name = "flake8" +version = "7.1.1" +description = "the modular source code checker: pep8 pyflakes and co" +optional = false +python-versions = ">=3.8.1" +files = [ + {file = "flake8-7.1.1-py2.py3-none-any.whl", hash = "sha256:597477df7860daa5aa0fdd84bf5208a043ab96b8e96ab708770ae0364dd03213"}, + {file = "flake8-7.1.1.tar.gz", hash = "sha256:049d058491e228e03e67b390f311bbf88fce2dbaa8fa673e7aea87b7198b8d38"}, +] + +[package.dependencies] +mccabe = ">=0.7.0,<0.8.0" +pycodestyle = ">=2.12.0,<2.13.0" +pyflakes = ">=3.2.0,<3.3.0" + +[[package]] +name = "iniconfig" +version = "2.0.0" +description = "brain-dead simple config-ini parsing" +optional = false +python-versions = ">=3.7" +files = [ + {file = "iniconfig-2.0.0-py3-none-any.whl", hash = "sha256:b6a85871a79d2e3b22d2d1b94ac2824226a63c6b741c88f7ae975f18b6778374"}, + {file = "iniconfig-2.0.0.tar.gz", hash = "sha256:2d91e135bf72d31a410b17c16da610a82cb55f6b0477d1a902134b24a455b8b3"}, +] + +[[package]] +name = "isort" +version = "5.13.2" +description = "A Python utility / library to sort Python imports." +optional = false +python-versions = ">=3.8.0" +files = [ + {file = "isort-5.13.2-py3-none-any.whl", hash = "sha256:8ca5e72a8d85860d5a3fa69b8745237f2939afe12dbf656afbcb47fe72d947a6"}, + {file = "isort-5.13.2.tar.gz", hash = "sha256:48fdfcb9face5d58a4f6dde2e72a1fb8dcaf8ab26f95ab49fab84c2ddefb0109"}, +] + +[package.extras] +colors = ["colorama (>=0.4.6)"] + +[[package]] +name = "mccabe" +version = "0.7.0" +description = "McCabe checker, plugin for flake8" +optional = false +python-versions = ">=3.6" +files = [ + {file = "mccabe-0.7.0-py2.py3-none-any.whl", hash = "sha256:6c2d30ab6be0e4a46919781807b4f0d834ebdd6c6e3dca0bda5a15f863427b6e"}, + {file = "mccabe-0.7.0.tar.gz", hash = "sha256:348e0240c33b60bbdf4e523192ef919f28cb2c3d7d5c7794f74009290f236325"}, +] + +[[package]] +name = "mypy-extensions" +version = "1.0.0" +description = "Type system extensions for programs checked with the mypy type checker." +optional = false +python-versions = ">=3.5" +files = [ + {file = "mypy_extensions-1.0.0-py3-none-any.whl", hash = "sha256:4392f6c0eb8a5668a69e23d168ffa70f0be9ccfd32b5cc2d26a34ae5b844552d"}, + {file = "mypy_extensions-1.0.0.tar.gz", hash = "sha256:75dbf8955dc00442a438fc4d0666508a9a97b6bd41aa2f0ffe9d2f2725af0782"}, +] + +[[package]] +name = "packaging" +version = "24.1" +description = "Core utilities for Python packages" +optional = false +python-versions = ">=3.8" +files = [ + {file = "packaging-24.1-py3-none-any.whl", hash = "sha256:5b8f2217dbdbd2f7f384c41c628544e6d52f2d0f53c6d0c3ea61aa5d1d7ff124"}, + {file = "packaging-24.1.tar.gz", hash = "sha256:026ed72c8ed3fcce5bf8950572258698927fd1dbda10a5e981cdf0ac37f4f002"}, +] + +[[package]] +name = "pathspec" +version = "0.12.1" +description = "Utility library for gitignore style pattern matching of file paths." +optional = false +python-versions = ">=3.8" +files = [ + {file = "pathspec-0.12.1-py3-none-any.whl", hash = "sha256:a0d503e138a4c123b27490a4f7beda6a01c6f288df0e4a8b79c7eb0dc7b4cc08"}, + {file = "pathspec-0.12.1.tar.gz", hash = "sha256:a482d51503a1ab33b1c67a6c3813a26953dbdc71c31dacaef9a838c4e29f5712"}, +] + +[[package]] +name = "platformdirs" +version = "4.2.2" +description = "A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`." +optional = false +python-versions = ">=3.8" +files = [ + {file = "platformdirs-4.2.2-py3-none-any.whl", hash = "sha256:2d7a1657e36a80ea911db832a8a6ece5ee53d8de21edd5cc5879af6530b1bfee"}, + {file = "platformdirs-4.2.2.tar.gz", hash = "sha256:38b7b51f512eed9e84a22788b4bce1de17c0adb134d6becb09836e37d8654cd3"}, +] + +[package.extras] +docs = ["furo (>=2023.9.10)", "proselint (>=0.13)", "sphinx (>=7.2.6)", "sphinx-autodoc-typehints (>=1.25.2)"] +test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=7.4.3)", "pytest-cov (>=4.1)", "pytest-mock (>=3.12)"] +type = ["mypy (>=1.8)"] + +[[package]] +name = "pluggy" +version = "1.5.0" +description = "plugin and hook calling mechanisms for python" +optional = false +python-versions = ">=3.8" +files = [ + {file = "pluggy-1.5.0-py3-none-any.whl", hash = "sha256:44e1ad92c8ca002de6377e165f3e0f1be63266ab4d554740532335b9d75ea669"}, + {file = "pluggy-1.5.0.tar.gz", hash = "sha256:2cffa88e94fdc978c4c574f15f9e59b7f4201d439195c3715ca9e2486f1d0cf1"}, +] + +[package.extras] +dev = ["pre-commit", "tox"] +testing = ["pytest", "pytest-benchmark"] + +[[package]] +name = "pycodestyle" +version = "2.12.1" +description = "Python style guide checker" +optional = false +python-versions = ">=3.8" +files = [ + {file = "pycodestyle-2.12.1-py2.py3-none-any.whl", hash = "sha256:46f0fb92069a7c28ab7bb558f05bfc0110dac69a0cd23c61ea0040283a9d78b3"}, + {file = "pycodestyle-2.12.1.tar.gz", hash = "sha256:6838eae08bbce4f6accd5d5572075c63626a15ee3e6f842df996bf62f6d73521"}, +] + +[[package]] +name = "pyflakes" +version = "3.2.0" +description = "passive checker of Python programs" +optional = false +python-versions = ">=3.8" +files = [ + {file = "pyflakes-3.2.0-py2.py3-none-any.whl", hash = "sha256:84b5be138a2dfbb40689ca07e2152deb896a65c3a3e24c251c5c62489568074a"}, + {file = "pyflakes-3.2.0.tar.gz", hash = "sha256:1c61603ff154621fb2a9172037d84dca3500def8c8b630657d1701f026f8af3f"}, +] + +[[package]] +name = "pytest" +version = "8.3.2" +description = "pytest: simple powerful testing with Python" +optional = false +python-versions = ">=3.8" +files = [ + {file = "pytest-8.3.2-py3-none-any.whl", hash = "sha256:4ba08f9ae7dcf84ded419494d229b48d0903ea6407b030eaec46df5e6a73bba5"}, + {file = "pytest-8.3.2.tar.gz", hash = "sha256:c132345d12ce551242c87269de812483f5bcc87cdbb4722e48487ba194f9fdce"}, +] + +[package.dependencies] +colorama = {version = "*", markers = "sys_platform == \"win32\""} +iniconfig = "*" +packaging = "*" +pluggy = ">=1.5,<2" + +[package.extras] +dev = ["argcomplete", "attrs (>=19.2)", "hypothesis (>=3.56)", "mock", "pygments (>=2.7.2)", "requests", "setuptools", "xmlschema"] + +[metadata] +lock-version = "2.0" +python-versions = "^3.12" +content-hash = "cc4c57f83973d4444d3eb34e26f93da92aba3a1cdd7f0d72655a8c28cba25582" diff --git a/pyproject.toml b/pyproject.toml new file mode 100644 index 0000000..768b6f0 --- /dev/null +++ b/pyproject.toml @@ -0,0 +1,21 @@ +[tool.poetry] +name = "bridgeai-drift-monitoring" +version = "0.1.0" +description = "" +authors = ["DC AI Team "] +readme = "README.md" +package-mode = false + +[tool.poetry.dependencies] +python = "^3.12" + + +[tool.poetry.group.dev.dependencies] +black = "^24.8.0" +flake8 = "^7.1.1" +isort = "^5.13.2" +pytest = "^8.3.2" + +[build-system] +requires = ["poetry-core"] +build-backend = "poetry.core.masonry.api" From f1601952937d5b3049e18063b4f5af110c192c35 Mon Sep 17 00:00:00 2001 From: Renjith Date: Wed, 4 Sep 2024 09:48:42 +0100 Subject: [PATCH 02/10] add evidently drift monitoring setup --- README.md | 4 +- artefacts/.gitkeep | 0 poetry.lock | 2549 +++++++++++++++++++++++++++++++++++++++- pyproject.toml | 9 + src/__init__.py | 0 src/config.yaml | 13 + src/generate_report.py | 23 + src/get_data.py | 45 + src/inference.py | 15 + src/main.py | 46 + src/utils.py | 13 + 11 files changed, 2657 insertions(+), 60 deletions(-) create mode 100644 artefacts/.gitkeep create mode 100644 src/__init__.py create mode 100644 src/config.yaml create mode 100644 src/generate_report.py create mode 100644 src/get_data.py create mode 100644 src/inference.py create mode 100644 src/main.py create mode 100644 src/utils.py diff --git a/README.md b/README.md index fc58814..365c5fe 100644 --- a/README.md +++ b/README.md @@ -1 +1,3 @@ -# bridgeAI-drift-monitoring \ No newline at end of file +# bridgeAI-drift-monitoring + +## ENV VARS \ No newline at end of file diff --git a/artefacts/.gitkeep b/artefacts/.gitkeep new file mode 100644 index 0000000..e69de29 diff --git a/poetry.lock b/poetry.lock index e59415b..f161592 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,5 +1,47 @@ # This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. +[[package]] +name = "annotated-types" +version = "0.7.0" +description = "Reusable constraint types to use with typing.Annotated" +optional = false +python-versions = ">=3.8" +files = [ + {file = "annotated_types-0.7.0-py3-none-any.whl", hash = "sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53"}, + {file = "annotated_types-0.7.0.tar.gz", hash = "sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89"}, +] + +[[package]] +name = "anyio" +version = "4.4.0" +description = "High level compatibility layer for multiple asynchronous event loop implementations" +optional = false +python-versions = ">=3.8" +files = [ + {file = "anyio-4.4.0-py3-none-any.whl", hash = "sha256:c1b2d8f46a8a812513012e1107cb0e68c17159a7a594208005a57dc776e1bdc7"}, + {file = "anyio-4.4.0.tar.gz", hash = "sha256:5aadc6a1bbb7cdb0bede386cac5e2940f5e2ff3aa20277e991cf028e0585ce94"}, +] + +[package.dependencies] +idna = ">=2.8" +sniffio = ">=1.1" + +[package.extras] +doc = ["Sphinx (>=7)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme"] +test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (>=0.17)"] +trio = ["trio (>=0.23)"] + +[[package]] +name = "appdirs" +version = "1.4.4" +description = "A small Python module for determining appropriate platform-specific dirs, e.g. a \"user data dir\"." +optional = false +python-versions = "*" +files = [ + {file = "appdirs-1.4.4-py2.py3-none-any.whl", hash = "sha256:a841dacd6b99318a741b166adb07e19ee71a274450e68237b4650ca1055ab128"}, + {file = "appdirs-1.4.4.tar.gz", hash = "sha256:7d5d0167b2b1ba821647616af46a749d1c653740dd0d2415100fe26e27afdf41"}, +] + [[package]] name = "black" version = "24.8.0" @@ -44,6 +86,116 @@ d = ["aiohttp (>=3.7.4)", "aiohttp (>=3.7.4,!=3.9.0)"] jupyter = ["ipython (>=7.8.0)", "tokenize-rt (>=3.2.0)"] uvloop = ["uvloop (>=0.15.2)"] +[[package]] +name = "certifi" +version = "2024.7.4" +description = "Python package for providing Mozilla's CA Bundle." +optional = false +python-versions = ">=3.6" +files = [ + {file = "certifi-2024.7.4-py3-none-any.whl", hash = "sha256:c198e21b1289c2ab85ee4e67bb4b4ef3ead0892059901a8d5b622f24a1101e90"}, + {file = "certifi-2024.7.4.tar.gz", hash = "sha256:5a1e7645bc0ec61a09e26c36f6106dd4cf40c6db3a1fb6352b0244e7fb057c7b"}, +] + +[[package]] +name = "charset-normalizer" +version = "3.3.2" +description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet." +optional = false +python-versions = ">=3.7.0" +files = [ + {file = "charset-normalizer-3.3.2.tar.gz", hash = "sha256:f30c3cb33b24454a82faecaf01b19c18562b1e89558fb6c56de4d9118a032fd5"}, + {file = "charset_normalizer-3.3.2-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:25baf083bf6f6b341f4121c2f3c548875ee6f5339300e08be3f2b2ba1721cdd3"}, + {file = "charset_normalizer-3.3.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:06435b539f889b1f6f4ac1758871aae42dc3a8c0e24ac9e60c2384973ad73027"}, + {file = "charset_normalizer-3.3.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:9063e24fdb1e498ab71cb7419e24622516c4a04476b17a2dab57e8baa30d6e03"}, + {file = "charset_normalizer-3.3.2-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:6897af51655e3691ff853668779c7bad41579facacf5fd7253b0133308cf000d"}, + {file = "charset_normalizer-3.3.2-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:1d3193f4a680c64b4b6a9115943538edb896edc190f0b222e73761716519268e"}, + {file = "charset_normalizer-3.3.2-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:cd70574b12bb8a4d2aaa0094515df2463cb429d8536cfb6c7ce983246983e5a6"}, + {file = "charset_normalizer-3.3.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8465322196c8b4d7ab6d1e049e4c5cb460d0394da4a27d23cc242fbf0034b6b5"}, + {file = "charset_normalizer-3.3.2-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:a9a8e9031d613fd2009c182b69c7b2c1ef8239a0efb1df3f7c8da66d5dd3d537"}, + {file = "charset_normalizer-3.3.2-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:beb58fe5cdb101e3a055192ac291b7a21e3b7ef4f67fa1d74e331a7f2124341c"}, + {file = "charset_normalizer-3.3.2-cp310-cp310-musllinux_1_1_i686.whl", hash = "sha256:e06ed3eb3218bc64786f7db41917d4e686cc4856944f53d5bdf83a6884432e12"}, + {file = "charset_normalizer-3.3.2-cp310-cp310-musllinux_1_1_ppc64le.whl", hash = "sha256:2e81c7b9c8979ce92ed306c249d46894776a909505d8f5a4ba55b14206e3222f"}, + {file = "charset_normalizer-3.3.2-cp310-cp310-musllinux_1_1_s390x.whl", hash = "sha256:572c3763a264ba47b3cf708a44ce965d98555f618ca42c926a9c1616d8f34269"}, + {file = "charset_normalizer-3.3.2-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:fd1abc0d89e30cc4e02e4064dc67fcc51bd941eb395c502aac3ec19fab46b519"}, + {file = "charset_normalizer-3.3.2-cp310-cp310-win32.whl", hash = "sha256:3d47fa203a7bd9c5b6cee4736ee84ca03b8ef23193c0d1ca99b5089f72645c73"}, + {file = "charset_normalizer-3.3.2-cp310-cp310-win_amd64.whl", hash = "sha256:10955842570876604d404661fbccbc9c7e684caf432c09c715ec38fbae45ae09"}, + {file = "charset_normalizer-3.3.2-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:802fe99cca7457642125a8a88a084cef28ff0cf9407060f7b93dca5aa25480db"}, + {file = "charset_normalizer-3.3.2-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:573f6eac48f4769d667c4442081b1794f52919e7edada77495aaed9236d13a96"}, + {file = "charset_normalizer-3.3.2-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:549a3a73da901d5bc3ce8d24e0600d1fa85524c10287f6004fbab87672bf3e1e"}, + {file = "charset_normalizer-3.3.2-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f27273b60488abe721a075bcca6d7f3964f9f6f067c8c4c605743023d7d3944f"}, + {file = "charset_normalizer-3.3.2-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:1ceae2f17a9c33cb48e3263960dc5fc8005351ee19db217e9b1bb15d28c02574"}, + {file = "charset_normalizer-3.3.2-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:65f6f63034100ead094b8744b3b97965785388f308a64cf8d7c34f2f2e5be0c4"}, + {file = "charset_normalizer-3.3.2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:753f10e867343b4511128c6ed8c82f7bec3bd026875576dfd88483c5c73b2fd8"}, + {file = "charset_normalizer-3.3.2-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:4a78b2b446bd7c934f5dcedc588903fb2f5eec172f3d29e52a9096a43722adfc"}, + {file = "charset_normalizer-3.3.2-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:e537484df0d8f426ce2afb2d0f8e1c3d0b114b83f8850e5f2fbea0e797bd82ae"}, + {file = "charset_normalizer-3.3.2-cp311-cp311-musllinux_1_1_i686.whl", hash = "sha256:eb6904c354526e758fda7167b33005998fb68c46fbc10e013ca97f21ca5c8887"}, + {file = "charset_normalizer-3.3.2-cp311-cp311-musllinux_1_1_ppc64le.whl", hash = "sha256:deb6be0ac38ece9ba87dea880e438f25ca3eddfac8b002a2ec3d9183a454e8ae"}, + {file = "charset_normalizer-3.3.2-cp311-cp311-musllinux_1_1_s390x.whl", hash = "sha256:4ab2fe47fae9e0f9dee8c04187ce5d09f48eabe611be8259444906793ab7cbce"}, + {file = "charset_normalizer-3.3.2-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:80402cd6ee291dcb72644d6eac93785fe2c8b9cb30893c1af5b8fdd753b9d40f"}, + {file = "charset_normalizer-3.3.2-cp311-cp311-win32.whl", hash = "sha256:7cd13a2e3ddeed6913a65e66e94b51d80a041145a026c27e6bb76c31a853c6ab"}, + {file = "charset_normalizer-3.3.2-cp311-cp311-win_amd64.whl", hash = "sha256:663946639d296df6a2bb2aa51b60a2454ca1cb29835324c640dafb5ff2131a77"}, + {file = "charset_normalizer-3.3.2-cp312-cp312-macosx_10_9_universal2.whl", hash = "sha256:0b2b64d2bb6d3fb9112bafa732def486049e63de9618b5843bcdd081d8144cd8"}, + {file = "charset_normalizer-3.3.2-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:ddbb2551d7e0102e7252db79ba445cdab71b26640817ab1e3e3648dad515003b"}, + {file = "charset_normalizer-3.3.2-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:55086ee1064215781fff39a1af09518bc9255b50d6333f2e4c74ca09fac6a8f6"}, + {file = "charset_normalizer-3.3.2-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:8f4a014bc36d3c57402e2977dada34f9c12300af536839dc38c0beab8878f38a"}, + {file = "charset_normalizer-3.3.2-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:a10af20b82360ab00827f916a6058451b723b4e65030c5a18577c8b2de5b3389"}, + {file = "charset_normalizer-3.3.2-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:8d756e44e94489e49571086ef83b2bb8ce311e730092d2c34ca8f7d925cb20aa"}, + {file = "charset_normalizer-3.3.2-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:90d558489962fd4918143277a773316e56c72da56ec7aa3dc3dbbe20fdfed15b"}, + {file = "charset_normalizer-3.3.2-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:6ac7ffc7ad6d040517be39eb591cac5ff87416c2537df6ba3cba3bae290c0fed"}, + {file = "charset_normalizer-3.3.2-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:7ed9e526742851e8d5cc9e6cf41427dfc6068d4f5a3bb03659444b4cabf6bc26"}, + {file = "charset_normalizer-3.3.2-cp312-cp312-musllinux_1_1_i686.whl", hash = "sha256:8bdb58ff7ba23002a4c5808d608e4e6c687175724f54a5dade5fa8c67b604e4d"}, + {file = "charset_normalizer-3.3.2-cp312-cp312-musllinux_1_1_ppc64le.whl", hash = "sha256:6b3251890fff30ee142c44144871185dbe13b11bab478a88887a639655be1068"}, + {file = "charset_normalizer-3.3.2-cp312-cp312-musllinux_1_1_s390x.whl", hash = "sha256:b4a23f61ce87adf89be746c8a8974fe1c823c891d8f86eb218bb957c924bb143"}, + {file = "charset_normalizer-3.3.2-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:efcb3f6676480691518c177e3b465bcddf57cea040302f9f4e6e191af91174d4"}, + {file = "charset_normalizer-3.3.2-cp312-cp312-win32.whl", hash = "sha256:d965bba47ddeec8cd560687584e88cf699fd28f192ceb452d1d7ee807c5597b7"}, + {file = "charset_normalizer-3.3.2-cp312-cp312-win_amd64.whl", hash = "sha256:96b02a3dc4381e5494fad39be677abcb5e6634bf7b4fa83a6dd3112607547001"}, + {file = "charset_normalizer-3.3.2-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:95f2a5796329323b8f0512e09dbb7a1860c46a39da62ecb2324f116fa8fdc85c"}, + {file = "charset_normalizer-3.3.2-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c002b4ffc0be611f0d9da932eb0f704fe2602a9a949d1f738e4c34c75b0863d5"}, + {file = "charset_normalizer-3.3.2-cp37-cp37m-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:a981a536974bbc7a512cf44ed14938cf01030a99e9b3a06dd59578882f06f985"}, + {file = "charset_normalizer-3.3.2-cp37-cp37m-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:3287761bc4ee9e33561a7e058c72ac0938c4f57fe49a09eae428fd88aafe7bb6"}, + {file = "charset_normalizer-3.3.2-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:42cb296636fcc8b0644486d15c12376cb9fa75443e00fb25de0b8602e64c1714"}, + {file = "charset_normalizer-3.3.2-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:0a55554a2fa0d408816b3b5cedf0045f4b8e1a6065aec45849de2d6f3f8e9786"}, + {file = "charset_normalizer-3.3.2-cp37-cp37m-musllinux_1_1_aarch64.whl", hash = "sha256:c083af607d2515612056a31f0a8d9e0fcb5876b7bfc0abad3ecd275bc4ebc2d5"}, + {file = "charset_normalizer-3.3.2-cp37-cp37m-musllinux_1_1_i686.whl", hash = "sha256:87d1351268731db79e0f8e745d92493ee2841c974128ef629dc518b937d9194c"}, + {file = "charset_normalizer-3.3.2-cp37-cp37m-musllinux_1_1_ppc64le.whl", hash = "sha256:bd8f7df7d12c2db9fab40bdd87a7c09b1530128315d047a086fa3ae3435cb3a8"}, + {file = "charset_normalizer-3.3.2-cp37-cp37m-musllinux_1_1_s390x.whl", hash = "sha256:c180f51afb394e165eafe4ac2936a14bee3eb10debc9d9e4db8958fe36afe711"}, + {file = "charset_normalizer-3.3.2-cp37-cp37m-musllinux_1_1_x86_64.whl", hash = "sha256:8c622a5fe39a48f78944a87d4fb8a53ee07344641b0562c540d840748571b811"}, + {file = "charset_normalizer-3.3.2-cp37-cp37m-win32.whl", hash = "sha256:db364eca23f876da6f9e16c9da0df51aa4f104a972735574842618b8c6d999d4"}, + {file = "charset_normalizer-3.3.2-cp37-cp37m-win_amd64.whl", hash = "sha256:86216b5cee4b06df986d214f664305142d9c76df9b6512be2738aa72a2048f99"}, + {file = "charset_normalizer-3.3.2-cp38-cp38-macosx_10_9_universal2.whl", hash = "sha256:6463effa3186ea09411d50efc7d85360b38d5f09b870c48e4600f63af490e56a"}, + {file = "charset_normalizer-3.3.2-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:6c4caeef8fa63d06bd437cd4bdcf3ffefe6738fb1b25951440d80dc7df8c03ac"}, + {file = "charset_normalizer-3.3.2-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:37e55c8e51c236f95b033f6fb391d7d7970ba5fe7ff453dad675e88cf303377a"}, + {file = "charset_normalizer-3.3.2-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:fb69256e180cb6c8a894fee62b3afebae785babc1ee98b81cdf68bbca1987f33"}, + {file = "charset_normalizer-3.3.2-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:ae5f4161f18c61806f411a13b0310bea87f987c7d2ecdbdaad0e94eb2e404238"}, + {file = "charset_normalizer-3.3.2-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:b2b0a0c0517616b6869869f8c581d4eb2dd83a4d79e0ebcb7d373ef9956aeb0a"}, + {file = "charset_normalizer-3.3.2-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:45485e01ff4d3630ec0d9617310448a8702f70e9c01906b0d0118bdf9d124cf2"}, + {file = "charset_normalizer-3.3.2-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:eb00ed941194665c332bf8e078baf037d6c35d7c4f3102ea2d4f16ca94a26dc8"}, + {file = "charset_normalizer-3.3.2-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:2127566c664442652f024c837091890cb1942c30937add288223dc895793f898"}, + {file = "charset_normalizer-3.3.2-cp38-cp38-musllinux_1_1_i686.whl", hash = "sha256:a50aebfa173e157099939b17f18600f72f84eed3049e743b68ad15bd69b6bf99"}, + {file = "charset_normalizer-3.3.2-cp38-cp38-musllinux_1_1_ppc64le.whl", hash = "sha256:4d0d1650369165a14e14e1e47b372cfcb31d6ab44e6e33cb2d4e57265290044d"}, + {file = "charset_normalizer-3.3.2-cp38-cp38-musllinux_1_1_s390x.whl", hash = "sha256:923c0c831b7cfcb071580d3f46c4baf50f174be571576556269530f4bbd79d04"}, + {file = "charset_normalizer-3.3.2-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:06a81e93cd441c56a9b65d8e1d043daeb97a3d0856d177d5c90ba85acb3db087"}, + {file = "charset_normalizer-3.3.2-cp38-cp38-win32.whl", hash = "sha256:6ef1d82a3af9d3eecdba2321dc1b3c238245d890843e040e41e470ffa64c3e25"}, + {file = "charset_normalizer-3.3.2-cp38-cp38-win_amd64.whl", hash = "sha256:eb8821e09e916165e160797a6c17edda0679379a4be5c716c260e836e122f54b"}, + {file = "charset_normalizer-3.3.2-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:c235ebd9baae02f1b77bcea61bce332cb4331dc3617d254df3323aa01ab47bd4"}, + {file = "charset_normalizer-3.3.2-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:5b4c145409bef602a690e7cfad0a15a55c13320ff7a3ad7ca59c13bb8ba4d45d"}, + {file = "charset_normalizer-3.3.2-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:68d1f8a9e9e37c1223b656399be5d6b448dea850bed7d0f87a8311f1ff3dabb0"}, + {file = "charset_normalizer-3.3.2-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:22afcb9f253dac0696b5a4be4a1c0f8762f8239e21b99680099abd9b2b1b2269"}, + {file = "charset_normalizer-3.3.2-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:e27ad930a842b4c5eb8ac0016b0a54f5aebbe679340c26101df33424142c143c"}, + {file = "charset_normalizer-3.3.2-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:1f79682fbe303db92bc2b1136016a38a42e835d932bab5b3b1bfcfbf0640e519"}, + {file = "charset_normalizer-3.3.2-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b261ccdec7821281dade748d088bb6e9b69e6d15b30652b74cbbac25e280b796"}, + {file = "charset_normalizer-3.3.2-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:122c7fa62b130ed55f8f285bfd56d5f4b4a5b503609d181f9ad85e55c89f4185"}, + {file = "charset_normalizer-3.3.2-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:d0eccceffcb53201b5bfebb52600a5fb483a20b61da9dbc885f8b103cbe7598c"}, + {file = "charset_normalizer-3.3.2-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:9f96df6923e21816da7e0ad3fd47dd8f94b2a5ce594e00677c0013018b813458"}, + {file = "charset_normalizer-3.3.2-cp39-cp39-musllinux_1_1_ppc64le.whl", hash = "sha256:7f04c839ed0b6b98b1a7501a002144b76c18fb1c1850c8b98d458ac269e26ed2"}, + {file = "charset_normalizer-3.3.2-cp39-cp39-musllinux_1_1_s390x.whl", hash = "sha256:34d1c8da1e78d2e001f363791c98a272bb734000fcef47a491c1e3b0505657a8"}, + {file = "charset_normalizer-3.3.2-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:ff8fa367d09b717b2a17a052544193ad76cd49979c805768879cb63d9ca50561"}, + {file = "charset_normalizer-3.3.2-cp39-cp39-win32.whl", hash = "sha256:aed38f6e4fb3f5d6bf81bfa990a07806be9d83cf7bacef998ab1a9bd660a581f"}, + {file = "charset_normalizer-3.3.2-cp39-cp39-win_amd64.whl", hash = "sha256:b01b88d45a6fcb69667cd6d2f7a9aeb4bf53760d7fc536bf679ec94fe9f3ff3d"}, + {file = "charset_normalizer-3.3.2-py3-none-any.whl", hash = "sha256:3e4d1f6587322d2788836a99c69062fbb091331ec940e02d12d179c1d53e25fc"}, +] + [[package]] name = "click" version = "8.1.7" @@ -69,6 +221,146 @@ files = [ {file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"}, ] +[[package]] +name = "deprecated" +version = "1.2.14" +description = "Python @deprecated decorator to deprecate old python classes, functions or methods." +optional = false +python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*" +files = [ + {file = "Deprecated-1.2.14-py2.py3-none-any.whl", hash = "sha256:6fac8b097794a90302bdbb17b9b815e732d3c4720583ff1b198499d78470466c"}, + {file = "Deprecated-1.2.14.tar.gz", hash = "sha256:e5323eb936458dccc2582dc6f9c322c852a775a27065ff2b0c4970b9d53d01b3"}, +] + +[package.dependencies] +wrapt = ">=1.10,<2" + +[package.extras] +dev = ["PyTest", "PyTest-Cov", "bump2version (<1)", "sphinx (<2)", "tox"] + +[[package]] +name = "deprecation" +version = "2.1.0" +description = "A library to handle automated deprecations" +optional = false +python-versions = "*" +files = [ + {file = "deprecation-2.1.0-py2.py3-none-any.whl", hash = "sha256:a10811591210e1fb0e768a8c25517cabeabcba6f0bf96564f8ff45189f90b14a"}, + {file = "deprecation-2.1.0.tar.gz", hash = "sha256:72b3bde64e5d778694b0cf68178aed03d15e15477116add3fb773e581f9518ff"}, +] + +[package.dependencies] +packaging = "*" + +[[package]] +name = "distro" +version = "1.9.0" +description = "Distro - an OS platform information API" +optional = false +python-versions = ">=3.6" +files = [ + {file = "distro-1.9.0-py3-none-any.whl", hash = "sha256:7bffd925d65168f85027d8da9af6bddab658135b840670a223589bc0c8ef02b2"}, + {file = "distro-1.9.0.tar.gz", hash = "sha256:2fa77c6fd8940f116ee1d6b94a2f90b13b5ea8d019b98bc8bafdcabcdd9bdbed"}, +] + +[[package]] +name = "dynaconf" +version = "3.2.6" +description = "The dynamic configurator for your Python Project" +optional = false +python-versions = ">=3.8" +files = [ + {file = "dynaconf-3.2.6-py2.py3-none-any.whl", hash = "sha256:3911c740d717df4576ed55f616c7cbad6e06bc8ef23ffca444b6e2a12fb1c34c"}, + {file = "dynaconf-3.2.6.tar.gz", hash = "sha256:74cc1897396380bb957730eb341cc0976ee9c38bbcb53d3307c50caed0aedfb8"}, +] + +[package.extras] +all = ["configobj", "hvac", "redis", "ruamel.yaml"] +configobj = ["configobj"] +ini = ["configobj"] +redis = ["redis"] +test = ["configobj", "django", "flask (>=0.12)", "hvac (>=1.1.0)", "pytest", "pytest-cov", "pytest-mock", "pytest-xdist", "python-dotenv", "radon", "redis", "toml"] +toml = ["toml"] +vault = ["hvac"] +yaml = ["ruamel.yaml"] + +[[package]] +name = "evidently" +version = "0.4.36" +description = "Open-source tools to analyze, monitor, and debug machine learning model in production." +optional = false +python-versions = ">=3.8" +files = [ + {file = "evidently-0.4.36-py3-none-any.whl", hash = "sha256:332849bd2dd4b3e2ee551a9ece8f813cb32e90065e2f0e153d253f958a5df13f"}, + {file = "evidently-0.4.36.tar.gz", hash = "sha256:32f1e8890988bb068dd3fb0394cd916a7ab03f0d66822b5f13fb135c936a1f5f"}, +] + +[package.dependencies] +certifi = ">=2024.7.4" +deprecation = ">=2.1.0" +dynaconf = ">=3.2.4" +fsspec = ">=2024.2.0" +iterative-telemetry = ">=0.0.5" +litestar = ">=2.8.3" +nltk = ">=3.6.7" +numpy = ">=1.22.0" +opentelemetry-api = ">=1.25.0" +opentelemetry-exporter-otlp-proto-grpc = ">=1.25.0" +opentelemetry-exporter-otlp-proto-http = ">=1.25.0" +opentelemetry-proto = ">=1.25.0" +opentelemetry-sdk = ">=1.25.0" +pandas = {version = ">=1.3.5", extras = ["parquet"]} +plotly = ">=5.10.0" +pydantic = ">=1.10.13" +PyYAML = ">=5.4" +requests = ">=2.32.0" +rich = ">=13" +scikit-learn = ">=1.0.1" +scipy = ">=1.10.0" +statsmodels = ">=0.12.2" +typer = ">=0.3" +typing-inspect = ">=0.9.0" +ujson = ">=5.4.0" +urllib3 = ">=1.26.19" +uvicorn = {version = ">=0.22.0", extras = ["standard"]} +watchdog = ">=3.0.0" + +[package.extras] +dev = ["httpx (==0.24.1)", "jupyter (==1.0.0)", "mypy (==0.981)", "pillow (==10.3.0)", "pip-audit (>=2.7.2)", "pre-commit (==3.5.0)", "pytest (==7.4.4)", "pytest-asyncio (==0.23.7)", "ruff (==0.3.7)", "setuptools (==65.5.1)", "setuptools (==68.2.2)", "types-PyYAML (==6.0.1)", "types-dataclasses (==0.6)", "types-python-dateutil (==2.8.19)", "types-requests (==2.26.0)", "types-ujson (>=5.4.0)", "wheel (==0.38.1)"] +fsspec = ["fsspec[full] (>=2024.2.0)"] +llm = ["evaluate (>=0.4.1)", "openai (>=1.16.2)", "sentence-transformers (>=2.7.0)", "transformers[torch] (>=4.39.3)"] +spark = ["pyspark (>=3.4.0)"] + +[[package]] +name = "faker" +version = "28.0.0" +description = "Faker is a Python package that generates fake data for you." +optional = false +python-versions = ">=3.8" +files = [ + {file = "Faker-28.0.0-py3-none-any.whl", hash = "sha256:6a3a08be54c37e05f7943d7ba5211d252c1de737687a46ad6f29209d8d5db11f"}, + {file = "faker-28.0.0.tar.gz", hash = "sha256:0d3c0399204aaf8205cc1750db443474ca0436f177126b2c27b798e8336cc74f"}, +] + +[package.dependencies] +python-dateutil = ">=2.4" + +[[package]] +name = "filelock" +version = "3.15.4" +description = "A platform independent file lock." +optional = false +python-versions = ">=3.8" +files = [ + {file = "filelock-3.15.4-py3-none-any.whl", hash = "sha256:6ca1fffae96225dab4c6eaf1c4f4f28cd2568d3ec2a44e15a08520504de468e7"}, + {file = "filelock-3.15.4.tar.gz", hash = "sha256:2207938cbc1844345cb01a5a95524dae30f0ce089eba5b00378295a17e3e90cb"}, +] + +[package.extras] +docs = ["furo (>=2023.9.10)", "sphinx (>=7.2.6)", "sphinx-autodoc-typehints (>=1.25.2)"] +testing = ["covdefaults (>=2.3)", "coverage (>=7.3.2)", "diff-cover (>=8.0.1)", "pytest (>=7.4.3)", "pytest-asyncio (>=0.21)", "pytest-cov (>=4.1)", "pytest-mock (>=3.12)", "pytest-timeout (>=2.2)", "virtualenv (>=20.26.2)"] +typing = ["typing-extensions (>=4.8)"] + [[package]] name = "flake8" version = "7.1.1" @@ -85,6 +377,255 @@ mccabe = ">=0.7.0,<0.8.0" pycodestyle = ">=2.12.0,<2.13.0" pyflakes = ">=3.2.0,<3.3.0" +[[package]] +name = "fsspec" +version = "2024.6.1" +description = "File-system specification" +optional = false +python-versions = ">=3.8" +files = [ + {file = "fsspec-2024.6.1-py3-none-any.whl", hash = "sha256:3cb443f8bcd2efb31295a5b9fdb02aee81d8452c80d28f97a6d0959e6cee101e"}, + {file = "fsspec-2024.6.1.tar.gz", hash = "sha256:fad7d7e209dd4c1208e3bbfda706620e0da5142bebbd9c384afb95b07e798e49"}, +] + +[package.extras] +abfs = ["adlfs"] +adl = ["adlfs"] +arrow = ["pyarrow (>=1)"] +dask = ["dask", "distributed"] +dev = ["pre-commit", "ruff"] +doc = ["numpydoc", "sphinx", "sphinx-design", "sphinx-rtd-theme", "yarl"] +dropbox = ["dropbox", "dropboxdrivefs", "requests"] +full = ["adlfs", "aiohttp (!=4.0.0a0,!=4.0.0a1)", "dask", "distributed", "dropbox", "dropboxdrivefs", "fusepy", "gcsfs", "libarchive-c", "ocifs", "panel", "paramiko", "pyarrow (>=1)", "pygit2", "requests", "s3fs", "smbprotocol", "tqdm"] +fuse = ["fusepy"] +gcs = ["gcsfs"] +git = ["pygit2"] +github = ["requests"] +gs = ["gcsfs"] +gui = ["panel"] +hdfs = ["pyarrow (>=1)"] +http = ["aiohttp (!=4.0.0a0,!=4.0.0a1)"] +libarchive = ["libarchive-c"] +oci = ["ocifs"] +s3 = ["s3fs"] +sftp = ["paramiko"] +smb = ["smbprotocol"] +ssh = ["paramiko"] +test = ["aiohttp (!=4.0.0a0,!=4.0.0a1)", "numpy", "pytest", "pytest-asyncio (!=0.22.0)", "pytest-benchmark", "pytest-cov", "pytest-mock", "pytest-recording", "pytest-rerunfailures", "requests"] +test-downstream = ["aiobotocore (>=2.5.4,<3.0.0)", "dask-expr", "dask[dataframe,test]", "moto[server] (>4,<5)", "pytest-timeout", "xarray"] +test-full = ["adlfs", "aiohttp (!=4.0.0a0,!=4.0.0a1)", "cloudpickle", "dask", "distributed", "dropbox", "dropboxdrivefs", "fastparquet", "fusepy", "gcsfs", "jinja2", "kerchunk", "libarchive-c", "lz4", "notebook", "numpy", "ocifs", "pandas", "panel", "paramiko", "pyarrow", "pyarrow (>=1)", "pyftpdlib", "pygit2", "pytest", "pytest-asyncio (!=0.22.0)", "pytest-benchmark", "pytest-cov", "pytest-mock", "pytest-recording", "pytest-rerunfailures", "python-snappy", "requests", "smbprotocol", "tqdm", "urllib3", "zarr", "zstandard"] +tqdm = ["tqdm"] + +[[package]] +name = "googleapis-common-protos" +version = "1.65.0" +description = "Common protobufs used in Google APIs" +optional = false +python-versions = ">=3.7" +files = [ + {file = "googleapis_common_protos-1.65.0-py2.py3-none-any.whl", hash = "sha256:2972e6c496f435b92590fd54045060867f3fe9be2c82ab148fc8885035479a63"}, + {file = "googleapis_common_protos-1.65.0.tar.gz", hash = "sha256:334a29d07cddc3aa01dee4988f9afd9b2916ee2ff49d6b757155dc0d197852c0"}, +] + +[package.dependencies] +protobuf = ">=3.20.2,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<6.0.0.dev0" + +[package.extras] +grpc = ["grpcio (>=1.44.0,<2.0.0.dev0)"] + +[[package]] +name = "grpcio" +version = "1.66.0" +description = "HTTP/2-based RPC framework" +optional = false +python-versions = ">=3.8" +files = [ + {file = "grpcio-1.66.0-cp310-cp310-linux_armv7l.whl", hash = "sha256:ad7256f224437b2c29c2bef98ddd3130454c5b1ab1f0471fc11794cefd4dbd3d"}, + {file = "grpcio-1.66.0-cp310-cp310-macosx_12_0_universal2.whl", hash = "sha256:5f4b3357e59dfba9140a51597287297bc638710d6a163f99ee14efc19967a821"}, + {file = "grpcio-1.66.0-cp310-cp310-manylinux_2_17_aarch64.whl", hash = "sha256:e8d20308eeae15b3e182f47876f05acbdec1eebd9473a9814a44e46ec4a84c04"}, + {file = "grpcio-1.66.0-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:1eb03524d0f55b965d6c86aa44e5db9e5eaa15f9ed3b164621e652e5b927f4b8"}, + {file = "grpcio-1.66.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:37514b68a42e9cf24536345d3cf9e580ffd29117c158b4eeea34625200256067"}, + {file = "grpcio-1.66.0-cp310-cp310-musllinux_1_1_i686.whl", hash = "sha256:516fdbc8e156db71a004bc431a6303bca24cfde186babe96dde7bd01e8f0cc70"}, + {file = "grpcio-1.66.0-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:d0439a970d65327de21c299ea0e0c2ad0987cdaf18ba5066621dea5f427f922b"}, + {file = "grpcio-1.66.0-cp310-cp310-win32.whl", hash = "sha256:5f93fc84b72bbc7b84a42f3ca9dc055fa00d2303d9803be011ebf7a10a4eb833"}, + {file = "grpcio-1.66.0-cp310-cp310-win_amd64.whl", hash = "sha256:8fc5c710ddd51b5a0dc36ef1b6663430aa620e0ce029b87b150dafd313b978c3"}, + {file = "grpcio-1.66.0-cp311-cp311-linux_armv7l.whl", hash = "sha256:dd614370e939f9fceeeb2915111a0795271b4c11dfb5fc0f58449bee40c726a5"}, + {file = "grpcio-1.66.0-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:245b08f9b3c645a6a623f3ed4fa43dcfcd6ad701eb9c32511c1bb7380e8c3d23"}, + {file = "grpcio-1.66.0-cp311-cp311-manylinux_2_17_aarch64.whl", hash = "sha256:aaf30c75cbaf30e561ca45f21eb1f729f0fab3f15c592c1074795ed43e3ff96f"}, + {file = "grpcio-1.66.0-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:49234580a073ce7ac490112f6c67c874cbcb27804c4525978cdb21ba7f3f193c"}, + {file = "grpcio-1.66.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:de9e20a0acb709dcfa15a622c91f584f12c9739a79c47999f73435d2b3cc8a3b"}, + {file = "grpcio-1.66.0-cp311-cp311-musllinux_1_1_i686.whl", hash = "sha256:bc008c6afa1e7c8df99bd9154abc4f0470d26b7730ca2521122e99e771baa8c7"}, + {file = "grpcio-1.66.0-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:50cea8ce2552865b87e3dffbb85eb21e6b98d928621600c0feda2f02449cd837"}, + {file = "grpcio-1.66.0-cp311-cp311-win32.whl", hash = "sha256:508411df1f2b7cfa05d4d7dbf3d576fe4f949cd61c03f3a6f0378c84e3d7b963"}, + {file = "grpcio-1.66.0-cp311-cp311-win_amd64.whl", hash = "sha256:6d586a95c05c82a5354be48bb4537e1accaf2472d8eb7e9086d844cbff934482"}, + {file = "grpcio-1.66.0-cp312-cp312-linux_armv7l.whl", hash = "sha256:5ea27f4ce8c0daccfdd2c7961e6ba404b6599f47c948415c4cca5728739107a3"}, + {file = "grpcio-1.66.0-cp312-cp312-macosx_10_9_universal2.whl", hash = "sha256:296a45ea835e12a1cc35ab0c57e455346c272af7b0d178e29c67742167262b4c"}, + {file = "grpcio-1.66.0-cp312-cp312-manylinux_2_17_aarch64.whl", hash = "sha256:e36fa838ac1d6c87198ca149cbfcc92e1af06bb8c8cd852622f8e58f33ea3324"}, + {file = "grpcio-1.66.0-cp312-cp312-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:684a4c07883cbd4ac864f0d08d927267404f5f0c76f31c85f9bbe05f2daae2f2"}, + {file = "grpcio-1.66.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c3084e590e857ba7585ae91078e4c9b6ef55aaf1dc343ce26400ba59a146eada"}, + {file = "grpcio-1.66.0-cp312-cp312-musllinux_1_1_i686.whl", hash = "sha256:526d4f6ca19f31b25606d5c470ecba55c0b22707b524e4de8987919e8920437d"}, + {file = "grpcio-1.66.0-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:423ae18637cd99ddcf2e5a6851c61828c49e9b9d022d0442d979b4f230109787"}, + {file = "grpcio-1.66.0-cp312-cp312-win32.whl", hash = "sha256:7bc9d823e05d63a87511fb456dcc48dc0fced86c282bf60229675e7ee7aac1a1"}, + {file = "grpcio-1.66.0-cp312-cp312-win_amd64.whl", hash = "sha256:230cdd696751e7eb1395718cd308234749daa217bb8d128f00357dc4df102558"}, + {file = "grpcio-1.66.0-cp38-cp38-linux_armv7l.whl", hash = "sha256:0f3010bf46b2a01c9e40644cb9ed91b4b8435e5c500a275da5f9f62580e31e80"}, + {file = "grpcio-1.66.0-cp38-cp38-macosx_10_9_universal2.whl", hash = "sha256:ba18cfdc09312eb2eea6fa0ce5d2eec3cf345ea78f6528b2eaed6432105e0bd0"}, + {file = "grpcio-1.66.0-cp38-cp38-manylinux_2_17_aarch64.whl", hash = "sha256:53d4c6706b49e358a2a33345dbe9b6b3bb047cecd7e8c07ba383bd09349bfef8"}, + {file = "grpcio-1.66.0-cp38-cp38-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:643d8d9632a688ae69661e924b862e23c83a3575b24e52917ec5bcc59543d212"}, + {file = "grpcio-1.66.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ba60ae3b465b3e85080ae3bfbc36fd0305ae495ab16fcf8022fc7d7a23aac846"}, + {file = "grpcio-1.66.0-cp38-cp38-musllinux_1_1_i686.whl", hash = "sha256:9d5251578767fe44602688c851c2373b5513048ac84c21a0fe946590a8e7933d"}, + {file = "grpcio-1.66.0-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:5e8140b39f10d7be2263afa2838112de29374c5c740eb0afd99146cb5bdbd990"}, + {file = "grpcio-1.66.0-cp38-cp38-win32.whl", hash = "sha256:5b15ef1b296c4e78f15f64fc65bf8081f8774480ffcac45642f69d9d753d9c6b"}, + {file = "grpcio-1.66.0-cp38-cp38-win_amd64.whl", hash = "sha256:c072f90a1f0409f827ae86266984cba65e89c5831a0726b9fc7f4b5fb940b853"}, + {file = "grpcio-1.66.0-cp39-cp39-linux_armv7l.whl", hash = "sha256:a639d3866bfb5a678b5c0b92cd7ab543033ed8988854290fd86145e71731fd4c"}, + {file = "grpcio-1.66.0-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:6ed35bf7da3fb3b1949e32bdf47a8b5ffe0aed11722d948933bd068531cd4682"}, + {file = "grpcio-1.66.0-cp39-cp39-manylinux_2_17_aarch64.whl", hash = "sha256:1c5466222470cb7fbc9cc898af1d48eefd297cb2e2f59af6d4a851c862fa90ac"}, + {file = "grpcio-1.66.0-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:921b8f7f25d5300d7c6837a1e0639ef145fbdbfb728e0a5db2dbccc9fc0fd891"}, + {file = "grpcio-1.66.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c3f6feb0dc8456d025e566709f7dd02885add99bedaac50229013069242a1bfd"}, + {file = "grpcio-1.66.0-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:748452dbd5a047475d5413bdef08b0b9ceb2c0c0e249d4ee905a5fb82c6328dc"}, + {file = "grpcio-1.66.0-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:832945e64176520520317b50d64ec7d79924429528d5747669b52d0bf2c7bd78"}, + {file = "grpcio-1.66.0-cp39-cp39-win32.whl", hash = "sha256:8096a922eb91bc97c839f675c3efa1257c6ef181ae1b25d3fb97f2cae4c57c01"}, + {file = "grpcio-1.66.0-cp39-cp39-win_amd64.whl", hash = "sha256:375b58892301a5fc6ca7d7ff689c9dc9d00895f5d560604ace9f4f0573013c63"}, + {file = "grpcio-1.66.0.tar.gz", hash = "sha256:c1ea4c528e7db6660718e4165fd1b5ac24b79a70c870a7bc0b7bdb9babab7c1e"}, +] + +[package.extras] +protobuf = ["grpcio-tools (>=1.66.0)"] + +[[package]] +name = "h11" +version = "0.14.0" +description = "A pure-Python, bring-your-own-I/O implementation of HTTP/1.1" +optional = false +python-versions = ">=3.7" +files = [ + {file = "h11-0.14.0-py3-none-any.whl", hash = "sha256:e3fe4ac4b851c468cc8363d500db52c2ead036020723024a109d37346efaa761"}, + {file = "h11-0.14.0.tar.gz", hash = "sha256:8f19fbbe99e72420ff35c00b27a34cb9937e902a8b810e2c88300c6f0a3b699d"}, +] + +[[package]] +name = "httpcore" +version = "1.0.5" +description = "A minimal low-level HTTP client." +optional = false +python-versions = ">=3.8" +files = [ + {file = "httpcore-1.0.5-py3-none-any.whl", hash = "sha256:421f18bac248b25d310f3cacd198d55b8e6125c107797b609ff9b7a6ba7991b5"}, + {file = "httpcore-1.0.5.tar.gz", hash = "sha256:34a38e2f9291467ee3b44e89dd52615370e152954ba21721378a87b2960f7a61"}, +] + +[package.dependencies] +certifi = "*" +h11 = ">=0.13,<0.15" + +[package.extras] +asyncio = ["anyio (>=4.0,<5.0)"] +http2 = ["h2 (>=3,<5)"] +socks = ["socksio (==1.*)"] +trio = ["trio (>=0.22.0,<0.26.0)"] + +[[package]] +name = "httptools" +version = "0.6.1" +description = "A collection of framework independent HTTP protocol utils." +optional = false +python-versions = ">=3.8.0" +files = [ + {file = "httptools-0.6.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:d2f6c3c4cb1948d912538217838f6e9960bc4a521d7f9b323b3da579cd14532f"}, + {file = "httptools-0.6.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:00d5d4b68a717765b1fabfd9ca755bd12bf44105eeb806c03d1962acd9b8e563"}, + {file = "httptools-0.6.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:639dc4f381a870c9ec860ce5c45921db50205a37cc3334e756269736ff0aac58"}, + {file = "httptools-0.6.1-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e57997ac7fb7ee43140cc03664de5f268813a481dff6245e0075925adc6aa185"}, + {file = "httptools-0.6.1-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:0ac5a0ae3d9f4fe004318d64b8a854edd85ab76cffbf7ef5e32920faef62f142"}, + {file = "httptools-0.6.1-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:3f30d3ce413088a98b9db71c60a6ada2001a08945cb42dd65a9a9fe228627658"}, + {file = "httptools-0.6.1-cp310-cp310-win_amd64.whl", hash = "sha256:1ed99a373e327f0107cb513b61820102ee4f3675656a37a50083eda05dc9541b"}, + {file = "httptools-0.6.1-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:7a7ea483c1a4485c71cb5f38be9db078f8b0e8b4c4dc0210f531cdd2ddac1ef1"}, + {file = "httptools-0.6.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:85ed077c995e942b6f1b07583e4eb0a8d324d418954fc6af913d36db7c05a5a0"}, + {file = "httptools-0.6.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:8b0bb634338334385351a1600a73e558ce619af390c2b38386206ac6a27fecfc"}, + {file = "httptools-0.6.1-cp311-cp311-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:7d9ceb2c957320def533671fc9c715a80c47025139c8d1f3797477decbc6edd2"}, + {file = "httptools-0.6.1-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:4f0f8271c0a4db459f9dc807acd0eadd4839934a4b9b892f6f160e94da309837"}, + {file = "httptools-0.6.1-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:6a4f5ccead6d18ec072ac0b84420e95d27c1cdf5c9f1bc8fbd8daf86bd94f43d"}, + {file = "httptools-0.6.1-cp311-cp311-win_amd64.whl", hash = "sha256:5cceac09f164bcba55c0500a18fe3c47df29b62353198e4f37bbcc5d591172c3"}, + {file = "httptools-0.6.1-cp312-cp312-macosx_10_9_universal2.whl", hash = "sha256:75c8022dca7935cba14741a42744eee13ba05db00b27a4b940f0d646bd4d56d0"}, + {file = "httptools-0.6.1-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:48ed8129cd9a0d62cf4d1575fcf90fb37e3ff7d5654d3a5814eb3d55f36478c2"}, + {file = "httptools-0.6.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:6f58e335a1402fb5a650e271e8c2d03cfa7cea46ae124649346d17bd30d59c90"}, + {file = "httptools-0.6.1-cp312-cp312-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:93ad80d7176aa5788902f207a4e79885f0576134695dfb0fefc15b7a4648d503"}, + {file = "httptools-0.6.1-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:9bb68d3a085c2174c2477eb3ffe84ae9fb4fde8792edb7bcd09a1d8467e30a84"}, + {file = "httptools-0.6.1-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:b512aa728bc02354e5ac086ce76c3ce635b62f5fbc32ab7082b5e582d27867bb"}, + {file = "httptools-0.6.1-cp312-cp312-win_amd64.whl", hash = "sha256:97662ce7fb196c785344d00d638fc9ad69e18ee4bfb4000b35a52efe5adcc949"}, + {file = "httptools-0.6.1-cp38-cp38-macosx_10_9_universal2.whl", hash = "sha256:8e216a038d2d52ea13fdd9b9c9c7459fb80d78302b257828285eca1c773b99b3"}, + {file = "httptools-0.6.1-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:3e802e0b2378ade99cd666b5bffb8b2a7cc8f3d28988685dc300469ea8dd86cb"}, + {file = "httptools-0.6.1-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:4bd3e488b447046e386a30f07af05f9b38d3d368d1f7b4d8f7e10af85393db97"}, + {file = "httptools-0.6.1-cp38-cp38-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:fe467eb086d80217b7584e61313ebadc8d187a4d95bb62031b7bab4b205c3ba3"}, + {file = "httptools-0.6.1-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:3c3b214ce057c54675b00108ac42bacf2ab8f85c58e3f324a4e963bbc46424f4"}, + {file = "httptools-0.6.1-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:8ae5b97f690badd2ca27cbf668494ee1b6d34cf1c464271ef7bfa9ca6b83ffaf"}, + {file = "httptools-0.6.1-cp38-cp38-win_amd64.whl", hash = "sha256:405784577ba6540fa7d6ff49e37daf104e04f4b4ff2d1ac0469eaa6a20fde084"}, + {file = "httptools-0.6.1-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:95fb92dd3649f9cb139e9c56604cc2d7c7bf0fc2e7c8d7fbd58f96e35eddd2a3"}, + {file = "httptools-0.6.1-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:dcbab042cc3ef272adc11220517278519adf8f53fd3056d0e68f0a6f891ba94e"}, + {file = "httptools-0.6.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0cf2372e98406efb42e93bfe10f2948e467edfd792b015f1b4ecd897903d3e8d"}, + {file = "httptools-0.6.1-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:678fcbae74477a17d103b7cae78b74800d795d702083867ce160fc202104d0da"}, + {file = "httptools-0.6.1-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:e0b281cf5a125c35f7f6722b65d8542d2e57331be573e9e88bc8b0115c4a7a81"}, + {file = "httptools-0.6.1-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:95658c342529bba4e1d3d2b1a874db16c7cca435e8827422154c9da76ac4e13a"}, + {file = "httptools-0.6.1-cp39-cp39-win_amd64.whl", hash = "sha256:7ebaec1bf683e4bf5e9fbb49b8cc36da482033596a415b3e4ebab5a4c0d7ec5e"}, + {file = "httptools-0.6.1.tar.gz", hash = "sha256:c6e26c30455600b95d94b1b836085138e82f177351454ee841c148f93a9bad5a"}, +] + +[package.extras] +test = ["Cython (>=0.29.24,<0.30.0)"] + +[[package]] +name = "httpx" +version = "0.27.2" +description = "The next generation HTTP client." +optional = false +python-versions = ">=3.8" +files = [ + {file = "httpx-0.27.2-py3-none-any.whl", hash = "sha256:7bb2708e112d8fdd7829cd4243970f0c223274051cb35ee80c03301ee29a3df0"}, + {file = "httpx-0.27.2.tar.gz", hash = "sha256:f7c2be1d2f3c3c3160d441802406b206c2b76f5947b11115e6df10c6c65e66c2"}, +] + +[package.dependencies] +anyio = "*" +certifi = "*" +httpcore = "==1.*" +idna = "*" +sniffio = "*" + +[package.extras] +brotli = ["brotli", "brotlicffi"] +cli = ["click (==8.*)", "pygments (==2.*)", "rich (>=10,<14)"] +http2 = ["h2 (>=3,<5)"] +socks = ["socksio (==1.*)"] +zstd = ["zstandard (>=0.18.0)"] + +[[package]] +name = "idna" +version = "3.8" +description = "Internationalized Domain Names in Applications (IDNA)" +optional = false +python-versions = ">=3.6" +files = [ + {file = "idna-3.8-py3-none-any.whl", hash = "sha256:050b4e5baadcd44d760cedbd2b8e639f2ff89bbc7a5730fcc662954303377aac"}, + {file = "idna-3.8.tar.gz", hash = "sha256:d838c2c0ed6fced7693d5e8ab8e734d5f8fda53a039c0164afb0b82e771e3603"}, +] + +[[package]] +name = "importlib-metadata" +version = "8.0.0" +description = "Read metadata from Python packages" +optional = false +python-versions = ">=3.8" +files = [ + {file = "importlib_metadata-8.0.0-py3-none-any.whl", hash = "sha256:15584cf2b1bf449d98ff8a6ff1abef57bf20f3ac6454f431736cd3e660921b2f"}, + {file = "importlib_metadata-8.0.0.tar.gz", hash = "sha256:188bd24e4c346d3f0a933f275c2fec67050326a856b9a359881d7c2a697e8812"}, +] + +[package.dependencies] +zipp = ">=0.5" + +[package.extras] +doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"] +perf = ["ipython"] +test = ["flufl.flake8", "importlib-resources (>=1.3)", "jaraco.test (>=5.4)", "packaging", "pyfakefs", "pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy", "pytest-perf (>=0.9.2)", "pytest-ruff (>=0.2.1)"] + [[package]] name = "iniconfig" version = "2.0.0" @@ -111,114 +652,958 @@ files = [ colors = ["colorama (>=0.4.6)"] [[package]] -name = "mccabe" -version = "0.7.0" -description = "McCabe checker, plugin for flake8" +name = "iterative-telemetry" +version = "0.0.8" +description = "Common library for sending telemetry" optional = false -python-versions = ">=3.6" +python-versions = ">=3.8" files = [ - {file = "mccabe-0.7.0-py2.py3-none-any.whl", hash = "sha256:6c2d30ab6be0e4a46919781807b4f0d834ebdd6c6e3dca0bda5a15f863427b6e"}, - {file = "mccabe-0.7.0.tar.gz", hash = "sha256:348e0240c33b60bbdf4e523192ef919f28cb2c3d7d5c7794f74009290f236325"}, + {file = "iterative-telemetry-0.0.8.tar.gz", hash = "sha256:5bed9d19109c892cff2a4712a2fb18ad727079a7ab260a28b1e2f6934eec652d"}, + {file = "iterative_telemetry-0.0.8-py3-none-any.whl", hash = "sha256:af0a37ec727c1fd728df6e8103e4c89557b99869218e668dce5ca99e6e51231f"}, ] +[package.dependencies] +appdirs = "*" +distro = "*" +filelock = "*" +requests = "*" + +[package.extras] +dev = ["mypy (==0.971)", "pylint (==2.15.0)", "pytest (==7.2.0)", "pytest-cov (==3.0.0)", "pytest-mock (==3.8.2)", "pytest-sugar (==0.9.5)", "types-requests"] +tests = ["mypy (==0.971)", "pylint (==2.15.0)", "pytest (==7.2.0)", "pytest-cov (==3.0.0)", "pytest-mock (==3.8.2)", "pytest-sugar (==0.9.5)", "types-requests"] + [[package]] -name = "mypy-extensions" -version = "1.0.0" -description = "Type system extensions for programs checked with the mypy type checker." +name = "joblib" +version = "1.4.2" +description = "Lightweight pipelining with Python functions" optional = false -python-versions = ">=3.5" +python-versions = ">=3.8" files = [ - {file = "mypy_extensions-1.0.0-py3-none-any.whl", hash = "sha256:4392f6c0eb8a5668a69e23d168ffa70f0be9ccfd32b5cc2d26a34ae5b844552d"}, - {file = "mypy_extensions-1.0.0.tar.gz", hash = "sha256:75dbf8955dc00442a438fc4d0666508a9a97b6bd41aa2f0ffe9d2f2725af0782"}, + {file = "joblib-1.4.2-py3-none-any.whl", hash = "sha256:06d478d5674cbc267e7496a410ee875abd68e4340feff4490bcb7afb88060ae6"}, + {file = "joblib-1.4.2.tar.gz", hash = "sha256:2382c5816b2636fbd20a09e0f4e9dad4736765fdfb7dca582943b9c1366b3f0e"}, ] [[package]] -name = "packaging" -version = "24.1" -description = "Core utilities for Python packages" +name = "litestar" +version = "2.11.0" +description = "Litestar - A production-ready, highly performant, extensible ASGI API Framework" optional = false -python-versions = ">=3.8" +python-versions = "<4.0,>=3.8" files = [ - {file = "packaging-24.1-py3-none-any.whl", hash = "sha256:5b8f2217dbdbd2f7f384c41c628544e6d52f2d0f53c6d0c3ea61aa5d1d7ff124"}, - {file = "packaging-24.1.tar.gz", hash = "sha256:026ed72c8ed3fcce5bf8950572258698927fd1dbda10a5e981cdf0ac37f4f002"}, + {file = "litestar-2.11.0-py3-none-any.whl", hash = "sha256:6d677ccdc00a0b4ce54cff5172531890358a27d6da1a054c8cab6a7e2119823e"}, + {file = "litestar-2.11.0.tar.gz", hash = "sha256:6c8cf2b60c352e6b8e08e6a995d2a66ddc26ec53bc2f1df7214d26abcc1d00c2"}, ] +[package.dependencies] +anyio = ">=3" +click = "*" +httpx = ">=0.22" +msgspec = ">=0.18.2" +multidict = ">=6.0.2" +polyfactory = ">=2.6.3" +pyyaml = "*" +rich = ">=13.0.0" +rich-click = "*" +typing-extensions = "*" + +[package.extras] +annotated-types = ["annotated-types"] +attrs = ["attrs"] +brotli = ["brotli"] +cli = ["jsbeautifier", "uvicorn[standard]", "uvloop (>=0.18.0)"] +cryptography = ["cryptography"] +full = ["advanced-alchemy (>=0.2.2)", "annotated-types", "attrs", "brotli", "cryptography", "email-validator", "fast-query-parsers (>=1.0.2)", "jinja2", "jinja2 (>=3.1.2)", "jsbeautifier", "mako (>=1.2.4)", "minijinja (>=1.0.0)", "opentelemetry-instrumentation-asgi", "piccolo", "picologging", "prometheus-client", "pydantic", "pydantic-extra-types", "pyjwt (>=2.9.0)", "redis[hiredis] (>=4.4.4)", "structlog", "uvicorn[standard]", "uvloop (>=0.18.0)"] +jinja = ["jinja2 (>=3.1.2)"] +jwt = ["cryptography", "pyjwt (>=2.9.0)"] +mako = ["mako (>=1.2.4)"] +minijinja = ["minijinja (>=1.0.0)"] +opentelemetry = ["opentelemetry-instrumentation-asgi"] +piccolo = ["piccolo"] +picologging = ["picologging"] +prometheus = ["prometheus-client"] +pydantic = ["email-validator", "pydantic", "pydantic-extra-types"] +redis = ["redis[hiredis] (>=4.4.4)"] +sqlalchemy = ["advanced-alchemy (>=0.2.2)"] +standard = ["fast-query-parsers (>=1.0.2)", "jinja2", "jsbeautifier", "uvicorn[standard]", "uvloop (>=0.18.0)"] +structlog = ["structlog"] + [[package]] -name = "pathspec" -version = "0.12.1" -description = "Utility library for gitignore style pattern matching of file paths." +name = "markdown-it-py" +version = "3.0.0" +description = "Python port of markdown-it. Markdown parsing, done right!" optional = false python-versions = ">=3.8" files = [ - {file = "pathspec-0.12.1-py3-none-any.whl", hash = "sha256:a0d503e138a4c123b27490a4f7beda6a01c6f288df0e4a8b79c7eb0dc7b4cc08"}, - {file = "pathspec-0.12.1.tar.gz", hash = "sha256:a482d51503a1ab33b1c67a6c3813a26953dbdc71c31dacaef9a838c4e29f5712"}, + {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 = "platformdirs" -version = "4.2.2" -description = "A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`." +name = "mccabe" +version = "0.7.0" +description = "McCabe checker, plugin for flake8" optional = false -python-versions = ">=3.8" +python-versions = ">=3.6" files = [ - {file = "platformdirs-4.2.2-py3-none-any.whl", hash = "sha256:2d7a1657e36a80ea911db832a8a6ece5ee53d8de21edd5cc5879af6530b1bfee"}, - {file = "platformdirs-4.2.2.tar.gz", hash = "sha256:38b7b51f512eed9e84a22788b4bce1de17c0adb134d6becb09836e37d8654cd3"}, + {file = "mccabe-0.7.0-py2.py3-none-any.whl", hash = "sha256:6c2d30ab6be0e4a46919781807b4f0d834ebdd6c6e3dca0bda5a15f863427b6e"}, + {file = "mccabe-0.7.0.tar.gz", hash = "sha256:348e0240c33b60bbdf4e523192ef919f28cb2c3d7d5c7794f74009290f236325"}, ] -[package.extras] -docs = ["furo (>=2023.9.10)", "proselint (>=0.13)", "sphinx (>=7.2.6)", "sphinx-autodoc-typehints (>=1.25.2)"] -test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=7.4.3)", "pytest-cov (>=4.1)", "pytest-mock (>=3.12)"] -type = ["mypy (>=1.8)"] +[[package]] +name = "mdurl" +version = "0.1.2" +description = "Markdown URL utilities" +optional = false +python-versions = ">=3.7" +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 = "pluggy" -version = "1.5.0" -description = "plugin and hook calling mechanisms for python" +name = "msgspec" +version = "0.18.6" +description = "A fast serialization and validation library, with builtin support for JSON, MessagePack, YAML, and TOML." optional = false python-versions = ">=3.8" files = [ - {file = "pluggy-1.5.0-py3-none-any.whl", hash = "sha256:44e1ad92c8ca002de6377e165f3e0f1be63266ab4d554740532335b9d75ea669"}, - {file = "pluggy-1.5.0.tar.gz", hash = "sha256:2cffa88e94fdc978c4c574f15f9e59b7f4201d439195c3715ca9e2486f1d0cf1"}, + {file = "msgspec-0.18.6-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:77f30b0234eceeff0f651119b9821ce80949b4d667ad38f3bfed0d0ebf9d6d8f"}, + {file = "msgspec-0.18.6-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:1a76b60e501b3932782a9da039bd1cd552b7d8dec54ce38332b87136c64852dd"}, + {file = "msgspec-0.18.6-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:06acbd6edf175bee0e36295d6b0302c6de3aaf61246b46f9549ca0041a9d7177"}, + {file = "msgspec-0.18.6-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:40a4df891676d9c28a67c2cc39947c33de516335680d1316a89e8f7218660410"}, + {file = "msgspec-0.18.6-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:a6896f4cd5b4b7d688018805520769a8446df911eb93b421c6c68155cdf9dd5a"}, + {file = "msgspec-0.18.6-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:3ac4dd63fd5309dd42a8c8c36c1563531069152be7819518be0a9d03be9788e4"}, + {file = "msgspec-0.18.6-cp310-cp310-win_amd64.whl", hash = "sha256:fda4c357145cf0b760000c4ad597e19b53adf01382b711f281720a10a0fe72b7"}, + {file = "msgspec-0.18.6-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:e77e56ffe2701e83a96e35770c6adb655ffc074d530018d1b584a8e635b4f36f"}, + {file = "msgspec-0.18.6-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:d5351afb216b743df4b6b147691523697ff3a2fc5f3d54f771e91219f5c23aaa"}, + {file = "msgspec-0.18.6-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c3232fabacef86fe8323cecbe99abbc5c02f7698e3f5f2e248e3480b66a3596b"}, + {file = "msgspec-0.18.6-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e3b524df6ea9998bbc99ea6ee4d0276a101bcc1aa8d14887bb823914d9f60d07"}, + {file = "msgspec-0.18.6-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:37f67c1d81272131895bb20d388dd8d341390acd0e192a55ab02d4d6468b434c"}, + {file = "msgspec-0.18.6-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:d0feb7a03d971c1c0353de1a8fe30bb6579c2dc5ccf29b5f7c7ab01172010492"}, + {file = "msgspec-0.18.6-cp311-cp311-win_amd64.whl", hash = "sha256:41cf758d3f40428c235c0f27bc6f322d43063bc32da7b9643e3f805c21ed57b4"}, + {file = "msgspec-0.18.6-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:d86f5071fe33e19500920333c11e2267a31942d18fed4d9de5bc2fbab267d28c"}, + {file = "msgspec-0.18.6-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:ce13981bfa06f5eb126a3a5a38b1976bddb49a36e4f46d8e6edecf33ccf11df1"}, + {file = "msgspec-0.18.6-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e97dec6932ad5e3ee1e3c14718638ba333befc45e0661caa57033cd4cc489466"}, + {file = "msgspec-0.18.6-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ad237100393f637b297926cae1868b0d500f764ccd2f0623a380e2bcfb2809ca"}, + {file = "msgspec-0.18.6-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:db1d8626748fa5d29bbd15da58b2d73af25b10aa98abf85aab8028119188ed57"}, + {file = "msgspec-0.18.6-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:d70cb3d00d9f4de14d0b31d38dfe60c88ae16f3182988246a9861259c6722af6"}, + {file = "msgspec-0.18.6-cp312-cp312-win_amd64.whl", hash = "sha256:1003c20bfe9c6114cc16ea5db9c5466e49fae3d7f5e2e59cb70693190ad34da0"}, + {file = "msgspec-0.18.6-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:f7d9faed6dfff654a9ca7d9b0068456517f63dbc3aa704a527f493b9200b210a"}, + {file = "msgspec-0.18.6-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:9da21f804c1a1471f26d32b5d9bc0480450ea77fbb8d9db431463ab64aaac2cf"}, + {file = "msgspec-0.18.6-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:46eb2f6b22b0e61c137e65795b97dc515860bf6ec761d8fb65fdb62aa094ba61"}, + {file = "msgspec-0.18.6-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c8355b55c80ac3e04885d72db515817d9fbb0def3bab936bba104e99ad22cf46"}, + {file = "msgspec-0.18.6-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:9080eb12b8f59e177bd1eb5c21e24dd2ba2fa88a1dbc9a98e05ad7779b54c681"}, + {file = "msgspec-0.18.6-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:cc001cf39becf8d2dcd3f413a4797c55009b3a3cdbf78a8bf5a7ca8fdb76032c"}, + {file = "msgspec-0.18.6-cp38-cp38-win_amd64.whl", hash = "sha256:fac5834e14ac4da1fca373753e0c4ec9c8069d1fe5f534fa5208453b6065d5be"}, + {file = "msgspec-0.18.6-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:974d3520fcc6b824a6dedbdf2b411df31a73e6e7414301abac62e6b8d03791b4"}, + {file = "msgspec-0.18.6-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:fd62e5818731a66aaa8e9b0a1e5543dc979a46278da01e85c3c9a1a4f047ef7e"}, + {file = "msgspec-0.18.6-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:7481355a1adcf1f08dedd9311193c674ffb8bf7b79314b4314752b89a2cf7f1c"}, + {file = "msgspec-0.18.6-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6aa85198f8f154cf35d6f979998f6dadd3dc46a8a8c714632f53f5d65b315c07"}, + {file = "msgspec-0.18.6-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:0e24539b25c85c8f0597274f11061c102ad6b0c56af053373ba4629772b407be"}, + {file = "msgspec-0.18.6-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:c61ee4d3be03ea9cd089f7c8e36158786cd06e51fbb62529276452bbf2d52ece"}, + {file = "msgspec-0.18.6-cp39-cp39-win_amd64.whl", hash = "sha256:b5c390b0b0b7da879520d4ae26044d74aeee5144f83087eb7842ba59c02bc090"}, + {file = "msgspec-0.18.6.tar.gz", hash = "sha256:a59fc3b4fcdb972d09138cb516dbde600c99d07c38fd9372a6ef500d2d031b4e"}, ] [package.extras] -dev = ["pre-commit", "tox"] -testing = ["pytest", "pytest-benchmark"] +dev = ["attrs", "coverage", "furo", "gcovr", "ipython", "msgpack", "mypy", "pre-commit", "pyright", "pytest", "pyyaml", "sphinx", "sphinx-copybutton", "sphinx-design", "tomli", "tomli-w"] +doc = ["furo", "ipython", "sphinx", "sphinx-copybutton", "sphinx-design"] +test = ["attrs", "msgpack", "mypy", "pyright", "pytest", "pyyaml", "tomli", "tomli-w"] +toml = ["tomli", "tomli-w"] +yaml = ["pyyaml"] [[package]] -name = "pycodestyle" -version = "2.12.1" -description = "Python style guide checker" +name = "multidict" +version = "6.0.5" +description = "multidict implementation" optional = false -python-versions = ">=3.8" +python-versions = ">=3.7" files = [ - {file = "pycodestyle-2.12.1-py2.py3-none-any.whl", hash = "sha256:46f0fb92069a7c28ab7bb558f05bfc0110dac69a0cd23c61ea0040283a9d78b3"}, - {file = "pycodestyle-2.12.1.tar.gz", hash = "sha256:6838eae08bbce4f6accd5d5572075c63626a15ee3e6f842df996bf62f6d73521"}, + {file = "multidict-6.0.5-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:228b644ae063c10e7f324ab1ab6b548bdf6f8b47f3ec234fef1093bc2735e5f9"}, + {file = "multidict-6.0.5-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:896ebdcf62683551312c30e20614305f53125750803b614e9e6ce74a96232604"}, + {file = "multidict-6.0.5-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:411bf8515f3be9813d06004cac41ccf7d1cd46dfe233705933dd163b60e37600"}, + {file = "multidict-6.0.5-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1d147090048129ce3c453f0292e7697d333db95e52616b3793922945804a433c"}, + {file = "multidict-6.0.5-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:215ed703caf15f578dca76ee6f6b21b7603791ae090fbf1ef9d865571039ade5"}, + {file = "multidict-6.0.5-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:7c6390cf87ff6234643428991b7359b5f59cc15155695deb4eda5c777d2b880f"}, + {file = "multidict-6.0.5-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:21fd81c4ebdb4f214161be351eb5bcf385426bf023041da2fd9e60681f3cebae"}, + {file = "multidict-6.0.5-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:3cc2ad10255f903656017363cd59436f2111443a76f996584d1077e43ee51182"}, + {file = "multidict-6.0.5-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:6939c95381e003f54cd4c5516740faba40cf5ad3eeff460c3ad1d3e0ea2549bf"}, + {file = "multidict-6.0.5-cp310-cp310-musllinux_1_1_i686.whl", hash = "sha256:220dd781e3f7af2c2c1053da9fa96d9cf3072ca58f057f4c5adaaa1cab8fc442"}, + {file = "multidict-6.0.5-cp310-cp310-musllinux_1_1_ppc64le.whl", hash = "sha256:766c8f7511df26d9f11cd3a8be623e59cca73d44643abab3f8c8c07620524e4a"}, + {file = "multidict-6.0.5-cp310-cp310-musllinux_1_1_s390x.whl", hash = "sha256:fe5d7785250541f7f5019ab9cba2c71169dc7d74d0f45253f8313f436458a4ef"}, + {file = "multidict-6.0.5-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:c1c1496e73051918fcd4f58ff2e0f2f3066d1c76a0c6aeffd9b45d53243702cc"}, + {file = "multidict-6.0.5-cp310-cp310-win32.whl", hash = "sha256:7afcdd1fc07befad18ec4523a782cde4e93e0a2bf71239894b8d61ee578c1319"}, + {file = "multidict-6.0.5-cp310-cp310-win_amd64.whl", hash = "sha256:99f60d34c048c5c2fabc766108c103612344c46e35d4ed9ae0673d33c8fb26e8"}, + {file = "multidict-6.0.5-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:f285e862d2f153a70586579c15c44656f888806ed0e5b56b64489afe4a2dbfba"}, + {file = "multidict-6.0.5-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:53689bb4e102200a4fafa9de9c7c3c212ab40a7ab2c8e474491914d2305f187e"}, + {file = "multidict-6.0.5-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:612d1156111ae11d14afaf3a0669ebf6c170dbb735e510a7438ffe2369a847fd"}, + {file = "multidict-6.0.5-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:7be7047bd08accdb7487737631d25735c9a04327911de89ff1b26b81745bd4e3"}, + {file = "multidict-6.0.5-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:de170c7b4fe6859beb8926e84f7d7d6c693dfe8e27372ce3b76f01c46e489fcf"}, + {file = "multidict-6.0.5-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:04bde7a7b3de05732a4eb39c94574db1ec99abb56162d6c520ad26f83267de29"}, + {file = "multidict-6.0.5-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:85f67aed7bb647f93e7520633d8f51d3cbc6ab96957c71272b286b2f30dc70ed"}, + {file = "multidict-6.0.5-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:425bf820055005bfc8aa9a0b99ccb52cc2f4070153e34b701acc98d201693733"}, + {file = "multidict-6.0.5-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:d3eb1ceec286eba8220c26f3b0096cf189aea7057b6e7b7a2e60ed36b373b77f"}, + {file = "multidict-6.0.5-cp311-cp311-musllinux_1_1_i686.whl", hash = "sha256:7901c05ead4b3fb75113fb1dd33eb1253c6d3ee37ce93305acd9d38e0b5f21a4"}, + {file = "multidict-6.0.5-cp311-cp311-musllinux_1_1_ppc64le.whl", hash = "sha256:e0e79d91e71b9867c73323a3444724d496c037e578a0e1755ae159ba14f4f3d1"}, + {file = "multidict-6.0.5-cp311-cp311-musllinux_1_1_s390x.whl", hash = "sha256:29bfeb0dff5cb5fdab2023a7a9947b3b4af63e9c47cae2a10ad58394b517fddc"}, + {file = "multidict-6.0.5-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:e030047e85cbcedbfc073f71836d62dd5dadfbe7531cae27789ff66bc551bd5e"}, + {file = "multidict-6.0.5-cp311-cp311-win32.whl", hash = "sha256:2f4848aa3baa109e6ab81fe2006c77ed4d3cd1e0ac2c1fbddb7b1277c168788c"}, + {file = "multidict-6.0.5-cp311-cp311-win_amd64.whl", hash = "sha256:2faa5ae9376faba05f630d7e5e6be05be22913782b927b19d12b8145968a85ea"}, + {file = "multidict-6.0.5-cp312-cp312-macosx_10_9_universal2.whl", hash = "sha256:51d035609b86722963404f711db441cf7134f1889107fb171a970c9701f92e1e"}, + {file = "multidict-6.0.5-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:cbebcd5bcaf1eaf302617c114aa67569dd3f090dd0ce8ba9e35e9985b41ac35b"}, + {file = "multidict-6.0.5-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:2ffc42c922dbfddb4a4c3b438eb056828719f07608af27d163191cb3e3aa6cc5"}, + {file = "multidict-6.0.5-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ceb3b7e6a0135e092de86110c5a74e46bda4bd4fbfeeb3a3bcec79c0f861e450"}, + {file = "multidict-6.0.5-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:79660376075cfd4b2c80f295528aa6beb2058fd289f4c9252f986751a4cd0496"}, + {file = "multidict-6.0.5-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:e4428b29611e989719874670fd152b6625500ad6c686d464e99f5aaeeaca175a"}, + {file = "multidict-6.0.5-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d84a5c3a5f7ce6db1f999fb9438f686bc2e09d38143f2d93d8406ed2dd6b9226"}, + {file = "multidict-6.0.5-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:76c0de87358b192de7ea9649beb392f107dcad9ad27276324c24c91774ca5271"}, + {file = "multidict-6.0.5-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:79a6d2ba910adb2cbafc95dad936f8b9386e77c84c35bc0add315b856d7c3abb"}, + {file = "multidict-6.0.5-cp312-cp312-musllinux_1_1_i686.whl", hash = "sha256:92d16a3e275e38293623ebf639c471d3e03bb20b8ebb845237e0d3664914caef"}, + {file = "multidict-6.0.5-cp312-cp312-musllinux_1_1_ppc64le.whl", hash = "sha256:fb616be3538599e797a2017cccca78e354c767165e8858ab5116813146041a24"}, + {file = "multidict-6.0.5-cp312-cp312-musllinux_1_1_s390x.whl", hash = "sha256:14c2976aa9038c2629efa2c148022ed5eb4cb939e15ec7aace7ca932f48f9ba6"}, + {file = "multidict-6.0.5-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:435a0984199d81ca178b9ae2c26ec3d49692d20ee29bc4c11a2a8d4514c67eda"}, + {file = "multidict-6.0.5-cp312-cp312-win32.whl", hash = "sha256:9fe7b0653ba3d9d65cbe7698cca585bf0f8c83dbbcc710db9c90f478e175f2d5"}, + {file = "multidict-6.0.5-cp312-cp312-win_amd64.whl", hash = "sha256:01265f5e40f5a17f8241d52656ed27192be03bfa8764d88e8220141d1e4b3556"}, + {file = "multidict-6.0.5-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:19fe01cea168585ba0f678cad6f58133db2aa14eccaf22f88e4a6dccadfad8b3"}, + {file = "multidict-6.0.5-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:6bf7a982604375a8d49b6cc1b781c1747f243d91b81035a9b43a2126c04766f5"}, + {file = "multidict-6.0.5-cp37-cp37m-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:107c0cdefe028703fb5dafe640a409cb146d44a6ae201e55b35a4af8e95457dd"}, + {file = "multidict-6.0.5-cp37-cp37m-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:403c0911cd5d5791605808b942c88a8155c2592e05332d2bf78f18697a5fa15e"}, + {file = "multidict-6.0.5-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:aeaf541ddbad8311a87dd695ed9642401131ea39ad7bc8cf3ef3967fd093b626"}, + {file = "multidict-6.0.5-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:e4972624066095e52b569e02b5ca97dbd7a7ddd4294bf4e7247d52635630dd83"}, + {file = "multidict-6.0.5-cp37-cp37m-musllinux_1_1_aarch64.whl", hash = "sha256:d946b0a9eb8aaa590df1fe082cee553ceab173e6cb5b03239716338629c50c7a"}, + {file = "multidict-6.0.5-cp37-cp37m-musllinux_1_1_i686.whl", hash = "sha256:b55358304d7a73d7bdf5de62494aaf70bd33015831ffd98bc498b433dfe5b10c"}, + {file = "multidict-6.0.5-cp37-cp37m-musllinux_1_1_ppc64le.whl", hash = "sha256:a3145cb08d8625b2d3fee1b2d596a8766352979c9bffe5d7833e0503d0f0b5e5"}, + {file = "multidict-6.0.5-cp37-cp37m-musllinux_1_1_s390x.whl", hash = "sha256:d65f25da8e248202bd47445cec78e0025c0fe7582b23ec69c3b27a640dd7a8e3"}, + {file = "multidict-6.0.5-cp37-cp37m-musllinux_1_1_x86_64.whl", hash = "sha256:c9bf56195c6bbd293340ea82eafd0071cb3d450c703d2c93afb89f93b8386ccc"}, + {file = "multidict-6.0.5-cp37-cp37m-win32.whl", hash = "sha256:69db76c09796b313331bb7048229e3bee7928eb62bab5e071e9f7fcc4879caee"}, + {file = "multidict-6.0.5-cp37-cp37m-win_amd64.whl", hash = "sha256:fce28b3c8a81b6b36dfac9feb1de115bab619b3c13905b419ec71d03a3fc1423"}, + {file = "multidict-6.0.5-cp38-cp38-macosx_10_9_universal2.whl", hash = "sha256:76f067f5121dcecf0d63a67f29080b26c43c71a98b10c701b0677e4a065fbd54"}, + {file = "multidict-6.0.5-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:b82cc8ace10ab5bd93235dfaab2021c70637005e1ac787031f4d1da63d493c1d"}, + {file = "multidict-6.0.5-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:5cb241881eefd96b46f89b1a056187ea8e9ba14ab88ba632e68d7a2ecb7aadf7"}, + {file = "multidict-6.0.5-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e8e94e6912639a02ce173341ff62cc1201232ab86b8a8fcc05572741a5dc7d93"}, + {file = "multidict-6.0.5-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:09a892e4a9fb47331da06948690ae38eaa2426de97b4ccbfafbdcbe5c8f37ff8"}, + {file = "multidict-6.0.5-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:55205d03e8a598cfc688c71ca8ea5f66447164efff8869517f175ea632c7cb7b"}, + {file = "multidict-6.0.5-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:37b15024f864916b4951adb95d3a80c9431299080341ab9544ed148091b53f50"}, + {file = "multidict-6.0.5-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:f2a1dee728b52b33eebff5072817176c172050d44d67befd681609b4746e1c2e"}, + {file = "multidict-6.0.5-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:edd08e6f2f1a390bf137080507e44ccc086353c8e98c657e666c017718561b89"}, + {file = "multidict-6.0.5-cp38-cp38-musllinux_1_1_i686.whl", hash = "sha256:60d698e8179a42ec85172d12f50b1668254628425a6bd611aba022257cac1386"}, + {file = "multidict-6.0.5-cp38-cp38-musllinux_1_1_ppc64le.whl", hash = "sha256:3d25f19500588cbc47dc19081d78131c32637c25804df8414463ec908631e453"}, + {file = "multidict-6.0.5-cp38-cp38-musllinux_1_1_s390x.whl", hash = "sha256:4cc0ef8b962ac7a5e62b9e826bd0cd5040e7d401bc45a6835910ed699037a461"}, + {file = "multidict-6.0.5-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:eca2e9d0cc5a889850e9bbd68e98314ada174ff6ccd1129500103df7a94a7a44"}, + {file = "multidict-6.0.5-cp38-cp38-win32.whl", hash = "sha256:4a6a4f196f08c58c59e0b8ef8ec441d12aee4125a7d4f4fef000ccb22f8d7241"}, + {file = "multidict-6.0.5-cp38-cp38-win_amd64.whl", hash = "sha256:0275e35209c27a3f7951e1ce7aaf93ce0d163b28948444bec61dd7badc6d3f8c"}, + {file = "multidict-6.0.5-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:e7be68734bd8c9a513f2b0cfd508802d6609da068f40dc57d4e3494cefc92929"}, + {file = "multidict-6.0.5-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:1d9ea7a7e779d7a3561aade7d596649fbecfa5c08a7674b11b423783217933f9"}, + {file = "multidict-6.0.5-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:ea1456df2a27c73ce51120fa2f519f1bea2f4a03a917f4a43c8707cf4cbbae1a"}, + {file = "multidict-6.0.5-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:cf590b134eb70629e350691ecca88eac3e3b8b3c86992042fb82e3cb1830d5e1"}, + {file = "multidict-6.0.5-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:5c0631926c4f58e9a5ccce555ad7747d9a9f8b10619621f22f9635f069f6233e"}, + {file = "multidict-6.0.5-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:dce1c6912ab9ff5f179eaf6efe7365c1f425ed690b03341911bf4939ef2f3046"}, + {file = "multidict-6.0.5-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c0868d64af83169e4d4152ec612637a543f7a336e4a307b119e98042e852ad9c"}, + {file = "multidict-6.0.5-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:141b43360bfd3bdd75f15ed811850763555a251e38b2405967f8e25fb43f7d40"}, + {file = "multidict-6.0.5-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:7df704ca8cf4a073334e0427ae2345323613e4df18cc224f647f251e5e75a527"}, + {file = "multidict-6.0.5-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:6214c5a5571802c33f80e6c84713b2c79e024995b9c5897f794b43e714daeec9"}, + {file = "multidict-6.0.5-cp39-cp39-musllinux_1_1_ppc64le.whl", hash = "sha256:cd6c8fca38178e12c00418de737aef1261576bd1b6e8c6134d3e729a4e858b38"}, + {file = "multidict-6.0.5-cp39-cp39-musllinux_1_1_s390x.whl", hash = "sha256:e02021f87a5b6932fa6ce916ca004c4d441509d33bbdbeca70d05dff5e9d2479"}, + {file = "multidict-6.0.5-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:ebd8d160f91a764652d3e51ce0d2956b38efe37c9231cd82cfc0bed2e40b581c"}, + {file = "multidict-6.0.5-cp39-cp39-win32.whl", hash = "sha256:04da1bb8c8dbadf2a18a452639771951c662c5ad03aefe4884775454be322c9b"}, + {file = "multidict-6.0.5-cp39-cp39-win_amd64.whl", hash = "sha256:d6f6d4f185481c9669b9447bf9d9cf3b95a0e9df9d169bbc17e363b7d5487755"}, + {file = "multidict-6.0.5-py3-none-any.whl", hash = "sha256:0d63c74e3d7ab26de115c49bffc92cc77ed23395303d496eae515d4204a625e7"}, + {file = "multidict-6.0.5.tar.gz", hash = "sha256:f7e301075edaf50500f0b341543c41194d8df3ae5caf4702f2095f3ca73dd8da"}, ] [[package]] -name = "pyflakes" -version = "3.2.0" -description = "passive checker of Python programs" +name = "multimethod" +version = "1.10" +description = "Multiple argument dispatching." optional = false python-versions = ">=3.8" files = [ - {file = "pyflakes-3.2.0-py2.py3-none-any.whl", hash = "sha256:84b5be138a2dfbb40689ca07e2152deb896a65c3a3e24c251c5c62489568074a"}, - {file = "pyflakes-3.2.0.tar.gz", hash = "sha256:1c61603ff154621fb2a9172037d84dca3500def8c8b630657d1701f026f8af3f"}, + {file = "multimethod-1.10-py3-none-any.whl", hash = "sha256:afd84da9c3d0445c84f827e4d63ad42d17c6d29b122427c6dee9032ac2d2a0d4"}, + {file = "multimethod-1.10.tar.gz", hash = "sha256:daa45af3fe257f73abb69673fd54ddeaf31df0eb7363ad6e1251b7c9b192d8c5"}, ] [[package]] -name = "pytest" -version = "8.3.2" -description = "pytest: simple powerful testing with Python" +name = "mypy-extensions" +version = "1.0.0" +description = "Type system extensions for programs checked with the mypy type checker." optional = false -python-versions = ">=3.8" +python-versions = ">=3.5" files = [ - {file = "pytest-8.3.2-py3-none-any.whl", hash = "sha256:4ba08f9ae7dcf84ded419494d229b48d0903ea6407b030eaec46df5e6a73bba5"}, - {file = "pytest-8.3.2.tar.gz", hash = "sha256:c132345d12ce551242c87269de812483f5bcc87cdbb4722e48487ba194f9fdce"}, + {file = "mypy_extensions-1.0.0-py3-none-any.whl", hash = "sha256:4392f6c0eb8a5668a69e23d168ffa70f0be9ccfd32b5cc2d26a34ae5b844552d"}, + {file = "mypy_extensions-1.0.0.tar.gz", hash = "sha256:75dbf8955dc00442a438fc4d0666508a9a97b6bd41aa2f0ffe9d2f2725af0782"}, ] -[package.dependencies] +[[package]] +name = "nltk" +version = "3.9.1" +description = "Natural Language Toolkit" +optional = false +python-versions = ">=3.8" +files = [ + {file = "nltk-3.9.1-py3-none-any.whl", hash = "sha256:4fa26829c5b00715afe3061398a8989dc643b92ce7dd93fb4585a70930d168a1"}, + {file = "nltk-3.9.1.tar.gz", hash = "sha256:87d127bd3de4bd89a4f81265e5fa59cb1b199b27440175370f7417d2bc7ae868"}, +] + +[package.dependencies] +click = "*" +joblib = "*" +regex = ">=2021.8.3" +tqdm = "*" + +[package.extras] +all = ["matplotlib", "numpy", "pyparsing", "python-crfsuite", "requests", "scikit-learn", "scipy", "twython"] +corenlp = ["requests"] +machine-learning = ["numpy", "python-crfsuite", "scikit-learn", "scipy"] +plot = ["matplotlib"] +tgrep = ["pyparsing"] +twitter = ["twython"] + +[[package]] +name = "numpy" +version = "2.1.0" +description = "Fundamental package for array computing in Python" +optional = false +python-versions = ">=3.10" +files = [ + {file = "numpy-2.1.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:6326ab99b52fafdcdeccf602d6286191a79fe2fda0ae90573c5814cd2b0bc1b8"}, + {file = "numpy-2.1.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:0937e54c09f7a9a68da6889362ddd2ff584c02d015ec92672c099b61555f8911"}, + {file = "numpy-2.1.0-cp310-cp310-macosx_14_0_arm64.whl", hash = "sha256:30014b234f07b5fec20f4146f69e13cfb1e33ee9a18a1879a0142fbb00d47673"}, + {file = "numpy-2.1.0-cp310-cp310-macosx_14_0_x86_64.whl", hash = "sha256:899da829b362ade41e1e7eccad2cf274035e1cb36ba73034946fccd4afd8606b"}, + {file = "numpy-2.1.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:08801848a40aea24ce16c2ecde3b756f9ad756586fb2d13210939eb69b023f5b"}, + {file = "numpy-2.1.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:398049e237d1aae53d82a416dade04defed1a47f87d18d5bd615b6e7d7e41d1f"}, + {file = "numpy-2.1.0-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:0abb3916a35d9090088a748636b2c06dc9a6542f99cd476979fb156a18192b84"}, + {file = "numpy-2.1.0-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:10e2350aea18d04832319aac0f887d5fcec1b36abd485d14f173e3e900b83e33"}, + {file = "numpy-2.1.0-cp310-cp310-win32.whl", hash = "sha256:f6b26e6c3b98adb648243670fddc8cab6ae17473f9dc58c51574af3e64d61211"}, + {file = "numpy-2.1.0-cp310-cp310-win_amd64.whl", hash = "sha256:f505264735ee074250a9c78247ee8618292091d9d1fcc023290e9ac67e8f1afa"}, + {file = "numpy-2.1.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:76368c788ccb4f4782cf9c842b316140142b4cbf22ff8db82724e82fe1205dce"}, + {file = "numpy-2.1.0-cp311-cp311-macosx_14_0_arm64.whl", hash = "sha256:f8e93a01a35be08d31ae33021e5268f157a2d60ebd643cfc15de6ab8e4722eb1"}, + {file = "numpy-2.1.0-cp311-cp311-macosx_14_0_x86_64.whl", hash = "sha256:9523f8b46485db6939bd069b28b642fec86c30909cea90ef550373787f79530e"}, + {file = "numpy-2.1.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:54139e0eb219f52f60656d163cbe67c31ede51d13236c950145473504fa208cb"}, + {file = "numpy-2.1.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f5ebbf9fbdabed208d4ecd2e1dfd2c0741af2f876e7ae522c2537d404ca895c3"}, + {file = "numpy-2.1.0-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:378cb4f24c7d93066ee4103204f73ed046eb88f9ad5bb2275bb9fa0f6a02bd36"}, + {file = "numpy-2.1.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:d8f699a709120b220dfe173f79c73cb2a2cab2c0b88dd59d7b49407d032b8ebd"}, + {file = "numpy-2.1.0-cp311-cp311-win32.whl", hash = "sha256:ffbd6faeb190aaf2b5e9024bac9622d2ee549b7ec89ef3a9373fa35313d44e0e"}, + {file = "numpy-2.1.0-cp311-cp311-win_amd64.whl", hash = "sha256:0af3a5987f59d9c529c022c8c2a64805b339b7ef506509fba7d0556649b9714b"}, + {file = "numpy-2.1.0-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:fe76d75b345dc045acdbc006adcb197cc680754afd6c259de60d358d60c93736"}, + {file = "numpy-2.1.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:f358ea9e47eb3c2d6eba121ab512dfff38a88db719c38d1e67349af210bc7529"}, + {file = "numpy-2.1.0-cp312-cp312-macosx_14_0_arm64.whl", hash = "sha256:dd94ce596bda40a9618324547cfaaf6650b1a24f5390350142499aa4e34e53d1"}, + {file = "numpy-2.1.0-cp312-cp312-macosx_14_0_x86_64.whl", hash = "sha256:b47c551c6724960479cefd7353656498b86e7232429e3a41ab83be4da1b109e8"}, + {file = "numpy-2.1.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a0756a179afa766ad7cb6f036de622e8a8f16ffdd55aa31f296c870b5679d745"}, + {file = "numpy-2.1.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:24003ba8ff22ea29a8c306e61d316ac74111cebf942afbf692df65509a05f111"}, + {file = "numpy-2.1.0-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:b34fa5e3b5d6dc7e0a4243fa0f81367027cb6f4a7215a17852979634b5544ee0"}, + {file = "numpy-2.1.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:c4f982715e65036c34897eb598d64aef15150c447be2cfc6643ec7a11af06574"}, + {file = "numpy-2.1.0-cp312-cp312-win32.whl", hash = "sha256:c4cd94dfefbefec3f8b544f61286584292d740e6e9d4677769bc76b8f41deb02"}, + {file = "numpy-2.1.0-cp312-cp312-win_amd64.whl", hash = "sha256:a0cdef204199278f5c461a0bed6ed2e052998276e6d8ab2963d5b5c39a0500bc"}, + {file = "numpy-2.1.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:8ab81ccd753859ab89e67199b9da62c543850f819993761c1e94a75a814ed667"}, + {file = "numpy-2.1.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:442596f01913656d579309edcd179a2a2f9977d9a14ff41d042475280fc7f34e"}, + {file = "numpy-2.1.0-cp313-cp313-macosx_14_0_arm64.whl", hash = "sha256:848c6b5cad9898e4b9ef251b6f934fa34630371f2e916261070a4eb9092ffd33"}, + {file = "numpy-2.1.0-cp313-cp313-macosx_14_0_x86_64.whl", hash = "sha256:54c6a63e9d81efe64bfb7bcb0ec64332a87d0b87575f6009c8ba67ea6374770b"}, + {file = "numpy-2.1.0-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:652e92fc409e278abdd61e9505649e3938f6d04ce7ef1953f2ec598a50e7c195"}, + {file = "numpy-2.1.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0ab32eb9170bf8ffcbb14f11613f4a0b108d3ffee0832457c5d4808233ba8977"}, + {file = "numpy-2.1.0-cp313-cp313-musllinux_1_1_x86_64.whl", hash = "sha256:8fb49a0ba4d8f41198ae2d52118b050fd34dace4b8f3fb0ee34e23eb4ae775b1"}, + {file = "numpy-2.1.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:44e44973262dc3ae79e9063a1284a73e09d01b894b534a769732ccd46c28cc62"}, + {file = "numpy-2.1.0-cp313-cp313-win32.whl", hash = "sha256:ab83adc099ec62e044b1fbb3a05499fa1e99f6d53a1dde102b2d85eff66ed324"}, + {file = "numpy-2.1.0-cp313-cp313-win_amd64.whl", hash = "sha256:de844aaa4815b78f6023832590d77da0e3b6805c644c33ce94a1e449f16d6ab5"}, + {file = "numpy-2.1.0-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:343e3e152bf5a087511cd325e3b7ecfd5b92d369e80e74c12cd87826e263ec06"}, + {file = "numpy-2.1.0-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:f07fa2f15dabe91259828ce7d71b5ca9e2eb7c8c26baa822c825ce43552f4883"}, + {file = "numpy-2.1.0-cp313-cp313t-macosx_14_0_arm64.whl", hash = "sha256:5474dad8c86ee9ba9bb776f4b99ef2d41b3b8f4e0d199d4f7304728ed34d0300"}, + {file = "numpy-2.1.0-cp313-cp313t-macosx_14_0_x86_64.whl", hash = "sha256:1f817c71683fd1bb5cff1529a1d085a57f02ccd2ebc5cd2c566f9a01118e3b7d"}, + {file = "numpy-2.1.0-cp313-cp313t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:3a3336fbfa0d38d3deacd3fe7f3d07e13597f29c13abf4d15c3b6dc2291cbbdd"}, + {file = "numpy-2.1.0-cp313-cp313t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:7a894c51fd8c4e834f00ac742abad73fc485df1062f1b875661a3c1e1fb1c2f6"}, + {file = "numpy-2.1.0-cp313-cp313t-musllinux_1_1_x86_64.whl", hash = "sha256:9156ca1f79fc4acc226696e95bfcc2b486f165a6a59ebe22b2c1f82ab190384a"}, + {file = "numpy-2.1.0-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:624884b572dff8ca8f60fab591413f077471de64e376b17d291b19f56504b2bb"}, + {file = "numpy-2.1.0-pp310-pypy310_pp73-macosx_10_15_x86_64.whl", hash = "sha256:15ef8b2177eeb7e37dd5ef4016f30b7659c57c2c0b57a779f1d537ff33a72c7b"}, + {file = "numpy-2.1.0-pp310-pypy310_pp73-macosx_14_0_x86_64.whl", hash = "sha256:e5f0642cdf4636198a4990de7a71b693d824c56a757862230454629cf62e323d"}, + {file = "numpy-2.1.0-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f15976718c004466406342789f31b6673776360f3b1e3c575f25302d7e789575"}, + {file = "numpy-2.1.0-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:6c1de77ded79fef664d5098a66810d4d27ca0224e9051906e634b3f7ead134c2"}, + {file = "numpy-2.1.0.tar.gz", hash = "sha256:7dc90da0081f7e1da49ec4e398ede6a8e9cc4f5ebe5f9e06b443ed889ee9aaa2"}, +] + +[[package]] +name = "opentelemetry-api" +version = "1.26.0" +description = "OpenTelemetry Python API" +optional = false +python-versions = ">=3.8" +files = [ + {file = "opentelemetry_api-1.26.0-py3-none-any.whl", hash = "sha256:7d7ea33adf2ceda2dd680b18b1677e4152000b37ca76e679da71ff103b943064"}, + {file = "opentelemetry_api-1.26.0.tar.gz", hash = "sha256:2bd639e4bed5b18486fef0b5a520aaffde5a18fc225e808a1ac4df363f43a1ce"}, +] + +[package.dependencies] +deprecated = ">=1.2.6" +importlib-metadata = ">=6.0,<=8.0.0" + +[[package]] +name = "opentelemetry-exporter-otlp-proto-common" +version = "1.26.0" +description = "OpenTelemetry Protobuf encoding" +optional = false +python-versions = ">=3.8" +files = [ + {file = "opentelemetry_exporter_otlp_proto_common-1.26.0-py3-none-any.whl", hash = "sha256:ee4d8f8891a1b9c372abf8d109409e5b81947cf66423fd998e56880057afbc71"}, + {file = "opentelemetry_exporter_otlp_proto_common-1.26.0.tar.gz", hash = "sha256:bdbe50e2e22a1c71acaa0c8ba6efaadd58882e5a5978737a44a4c4b10d304c92"}, +] + +[package.dependencies] +opentelemetry-proto = "1.26.0" + +[[package]] +name = "opentelemetry-exporter-otlp-proto-grpc" +version = "1.26.0" +description = "OpenTelemetry Collector Protobuf over gRPC Exporter" +optional = false +python-versions = ">=3.8" +files = [ + {file = "opentelemetry_exporter_otlp_proto_grpc-1.26.0-py3-none-any.whl", hash = "sha256:e2be5eff72ebcb010675b818e8d7c2e7d61ec451755b8de67a140bc49b9b0280"}, + {file = "opentelemetry_exporter_otlp_proto_grpc-1.26.0.tar.gz", hash = "sha256:a65b67a9a6b06ba1ec406114568e21afe88c1cdb29c464f2507d529eb906d8ae"}, +] + +[package.dependencies] +deprecated = ">=1.2.6" +googleapis-common-protos = ">=1.52,<2.0" +grpcio = ">=1.0.0,<2.0.0" +opentelemetry-api = ">=1.15,<2.0" +opentelemetry-exporter-otlp-proto-common = "1.26.0" +opentelemetry-proto = "1.26.0" +opentelemetry-sdk = ">=1.26.0,<1.27.0" + +[[package]] +name = "opentelemetry-exporter-otlp-proto-http" +version = "1.26.0" +description = "OpenTelemetry Collector Protobuf over HTTP Exporter" +optional = false +python-versions = ">=3.8" +files = [ + {file = "opentelemetry_exporter_otlp_proto_http-1.26.0-py3-none-any.whl", hash = "sha256:ee72a87c48ec977421b02f16c52ea8d884122470e0be573905237b540f4ee562"}, + {file = "opentelemetry_exporter_otlp_proto_http-1.26.0.tar.gz", hash = "sha256:5801ebbcf7b527377883e6cbbdda35ee712dc55114fff1e93dfee210be56c908"}, +] + +[package.dependencies] +deprecated = ">=1.2.6" +googleapis-common-protos = ">=1.52,<2.0" +opentelemetry-api = ">=1.15,<2.0" +opentelemetry-exporter-otlp-proto-common = "1.26.0" +opentelemetry-proto = "1.26.0" +opentelemetry-sdk = ">=1.26.0,<1.27.0" +requests = ">=2.7,<3.0" + +[[package]] +name = "opentelemetry-proto" +version = "1.26.0" +description = "OpenTelemetry Python Proto" +optional = false +python-versions = ">=3.8" +files = [ + {file = "opentelemetry_proto-1.26.0-py3-none-any.whl", hash = "sha256:6c4d7b4d4d9c88543bcf8c28ae3f8f0448a753dc291c18c5390444c90b76a725"}, + {file = "opentelemetry_proto-1.26.0.tar.gz", hash = "sha256:c5c18796c0cab3751fc3b98dee53855835e90c0422924b484432ac852d93dc1e"}, +] + +[package.dependencies] +protobuf = ">=3.19,<5.0" + +[[package]] +name = "opentelemetry-sdk" +version = "1.26.0" +description = "OpenTelemetry Python SDK" +optional = false +python-versions = ">=3.8" +files = [ + {file = "opentelemetry_sdk-1.26.0-py3-none-any.whl", hash = "sha256:feb5056a84a88670c041ea0ded9921fca559efec03905dddeb3885525e0af897"}, + {file = "opentelemetry_sdk-1.26.0.tar.gz", hash = "sha256:c90d2868f8805619535c05562d699e2f4fb1f00dbd55a86dcefca4da6fa02f85"}, +] + +[package.dependencies] +opentelemetry-api = "1.26.0" +opentelemetry-semantic-conventions = "0.47b0" +typing-extensions = ">=3.7.4" + +[[package]] +name = "opentelemetry-semantic-conventions" +version = "0.47b0" +description = "OpenTelemetry Semantic Conventions" +optional = false +python-versions = ">=3.8" +files = [ + {file = "opentelemetry_semantic_conventions-0.47b0-py3-none-any.whl", hash = "sha256:4ff9d595b85a59c1c1413f02bba320ce7ea6bf9e2ead2b0913c4395c7bbc1063"}, + {file = "opentelemetry_semantic_conventions-0.47b0.tar.gz", hash = "sha256:a8d57999bbe3495ffd4d510de26a97dadc1dace53e0275001b2c1b2f67992a7e"}, +] + +[package.dependencies] +deprecated = ">=1.2.6" +opentelemetry-api = "1.26.0" + +[[package]] +name = "packaging" +version = "24.1" +description = "Core utilities for Python packages" +optional = false +python-versions = ">=3.8" +files = [ + {file = "packaging-24.1-py3-none-any.whl", hash = "sha256:5b8f2217dbdbd2f7f384c41c628544e6d52f2d0f53c6d0c3ea61aa5d1d7ff124"}, + {file = "packaging-24.1.tar.gz", hash = "sha256:026ed72c8ed3fcce5bf8950572258698927fd1dbda10a5e981cdf0ac37f4f002"}, +] + +[[package]] +name = "pandas" +version = "2.2.2" +description = "Powerful data structures for data analysis, time series, and statistics" +optional = false +python-versions = ">=3.9" +files = [ + {file = "pandas-2.2.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:90c6fca2acf139569e74e8781709dccb6fe25940488755716d1d354d6bc58bce"}, + {file = "pandas-2.2.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:c7adfc142dac335d8c1e0dcbd37eb8617eac386596eb9e1a1b77791cf2498238"}, + {file = "pandas-2.2.2-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:4abfe0be0d7221be4f12552995e58723c7422c80a659da13ca382697de830c08"}, + {file = "pandas-2.2.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8635c16bf3d99040fdf3ca3db669a7250ddf49c55dc4aa8fe0ae0fa8d6dcc1f0"}, + {file = "pandas-2.2.2-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:40ae1dffb3967a52203105a077415a86044a2bea011b5f321c6aa64b379a3f51"}, + {file = "pandas-2.2.2-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:8e5a0b00e1e56a842f922e7fae8ae4077aee4af0acb5ae3622bd4b4c30aedf99"}, + {file = "pandas-2.2.2-cp310-cp310-win_amd64.whl", hash = "sha256:ddf818e4e6c7c6f4f7c8a12709696d193976b591cc7dc50588d3d1a6b5dc8772"}, + {file = "pandas-2.2.2-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:696039430f7a562b74fa45f540aca068ea85fa34c244d0deee539cb6d70aa288"}, + {file = "pandas-2.2.2-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:8e90497254aacacbc4ea6ae5e7a8cd75629d6ad2b30025a4a8b09aa4faf55151"}, + {file = "pandas-2.2.2-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:58b84b91b0b9f4bafac2a0ac55002280c094dfc6402402332c0913a59654ab2b"}, + {file = "pandas-2.2.2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6d2123dc9ad6a814bcdea0f099885276b31b24f7edf40f6cdbc0912672e22eee"}, + {file = "pandas-2.2.2-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:2925720037f06e89af896c70bca73459d7e6a4be96f9de79e2d440bd499fe0db"}, + {file = "pandas-2.2.2-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:0cace394b6ea70c01ca1595f839cf193df35d1575986e484ad35c4aeae7266c1"}, + {file = "pandas-2.2.2-cp311-cp311-win_amd64.whl", hash = "sha256:873d13d177501a28b2756375d59816c365e42ed8417b41665f346289adc68d24"}, + {file = "pandas-2.2.2-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:9dfde2a0ddef507a631dc9dc4af6a9489d5e2e740e226ad426a05cabfbd7c8ef"}, + {file = "pandas-2.2.2-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:e9b79011ff7a0f4b1d6da6a61aa1aa604fb312d6647de5bad20013682d1429ce"}, + {file = "pandas-2.2.2-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1cb51fe389360f3b5a4d57dbd2848a5f033350336ca3b340d1c53a1fad33bcad"}, + {file = "pandas-2.2.2-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:eee3a87076c0756de40b05c5e9a6069c035ba43e8dd71c379e68cab2c20f16ad"}, + {file = "pandas-2.2.2-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:3e374f59e440d4ab45ca2fffde54b81ac3834cf5ae2cdfa69c90bc03bde04d76"}, + {file = "pandas-2.2.2-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:43498c0bdb43d55cb162cdc8c06fac328ccb5d2eabe3cadeb3529ae6f0517c32"}, + {file = "pandas-2.2.2-cp312-cp312-win_amd64.whl", hash = "sha256:d187d355ecec3629624fccb01d104da7d7f391db0311145817525281e2804d23"}, + {file = "pandas-2.2.2-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:0ca6377b8fca51815f382bd0b697a0814c8bda55115678cbc94c30aacbb6eff2"}, + {file = "pandas-2.2.2-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:9057e6aa78a584bc93a13f0a9bf7e753a5e9770a30b4d758b8d5f2a62a9433cd"}, + {file = "pandas-2.2.2-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:001910ad31abc7bf06f49dcc903755d2f7f3a9186c0c040b827e522e9cef0863"}, + {file = "pandas-2.2.2-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:66b479b0bd07204e37583c191535505410daa8df638fd8e75ae1b383851fe921"}, + {file = "pandas-2.2.2-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:a77e9d1c386196879aa5eb712e77461aaee433e54c68cf253053a73b7e49c33a"}, + {file = "pandas-2.2.2-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:92fd6b027924a7e178ac202cfbe25e53368db90d56872d20ffae94b96c7acc57"}, + {file = "pandas-2.2.2-cp39-cp39-win_amd64.whl", hash = "sha256:640cef9aa381b60e296db324337a554aeeb883ead99dc8f6c18e81a93942f5f4"}, + {file = "pandas-2.2.2.tar.gz", hash = "sha256:9e79019aba43cb4fda9e4d983f8e88ca0373adbb697ae9c6c43093218de28b54"}, +] + +[package.dependencies] +numpy = {version = ">=1.26.0", markers = "python_version >= \"3.12\""} +pyarrow = {version = ">=10.0.1", optional = true, markers = "extra == \"parquet\""} +python-dateutil = ">=2.8.2" +pytz = ">=2020.1" +tzdata = ">=2022.7" + +[package.extras] +all = ["PyQt5 (>=5.15.9)", "SQLAlchemy (>=2.0.0)", "adbc-driver-postgresql (>=0.8.0)", "adbc-driver-sqlite (>=0.8.0)", "beautifulsoup4 (>=4.11.2)", "bottleneck (>=1.3.6)", "dataframe-api-compat (>=0.1.7)", "fastparquet (>=2022.12.0)", "fsspec (>=2022.11.0)", "gcsfs (>=2022.11.0)", "html5lib (>=1.1)", "hypothesis (>=6.46.1)", "jinja2 (>=3.1.2)", "lxml (>=4.9.2)", "matplotlib (>=3.6.3)", "numba (>=0.56.4)", "numexpr (>=2.8.4)", "odfpy (>=1.4.1)", "openpyxl (>=3.1.0)", "pandas-gbq (>=0.19.0)", "psycopg2 (>=2.9.6)", "pyarrow (>=10.0.1)", "pymysql (>=1.0.2)", "pyreadstat (>=1.2.0)", "pytest (>=7.3.2)", "pytest-xdist (>=2.2.0)", "python-calamine (>=0.1.7)", "pyxlsb (>=1.0.10)", "qtpy (>=2.3.0)", "s3fs (>=2022.11.0)", "scipy (>=1.10.0)", "tables (>=3.8.0)", "tabulate (>=0.9.0)", "xarray (>=2022.12.0)", "xlrd (>=2.0.1)", "xlsxwriter (>=3.0.5)", "zstandard (>=0.19.0)"] +aws = ["s3fs (>=2022.11.0)"] +clipboard = ["PyQt5 (>=5.15.9)", "qtpy (>=2.3.0)"] +compression = ["zstandard (>=0.19.0)"] +computation = ["scipy (>=1.10.0)", "xarray (>=2022.12.0)"] +consortium-standard = ["dataframe-api-compat (>=0.1.7)"] +excel = ["odfpy (>=1.4.1)", "openpyxl (>=3.1.0)", "python-calamine (>=0.1.7)", "pyxlsb (>=1.0.10)", "xlrd (>=2.0.1)", "xlsxwriter (>=3.0.5)"] +feather = ["pyarrow (>=10.0.1)"] +fss = ["fsspec (>=2022.11.0)"] +gcp = ["gcsfs (>=2022.11.0)", "pandas-gbq (>=0.19.0)"] +hdf5 = ["tables (>=3.8.0)"] +html = ["beautifulsoup4 (>=4.11.2)", "html5lib (>=1.1)", "lxml (>=4.9.2)"] +mysql = ["SQLAlchemy (>=2.0.0)", "pymysql (>=1.0.2)"] +output-formatting = ["jinja2 (>=3.1.2)", "tabulate (>=0.9.0)"] +parquet = ["pyarrow (>=10.0.1)"] +performance = ["bottleneck (>=1.3.6)", "numba (>=0.56.4)", "numexpr (>=2.8.4)"] +plot = ["matplotlib (>=3.6.3)"] +postgresql = ["SQLAlchemy (>=2.0.0)", "adbc-driver-postgresql (>=0.8.0)", "psycopg2 (>=2.9.6)"] +pyarrow = ["pyarrow (>=10.0.1)"] +spss = ["pyreadstat (>=1.2.0)"] +sql-other = ["SQLAlchemy (>=2.0.0)", "adbc-driver-postgresql (>=0.8.0)", "adbc-driver-sqlite (>=0.8.0)"] +test = ["hypothesis (>=6.46.1)", "pytest (>=7.3.2)", "pytest-xdist (>=2.2.0)"] +xml = ["lxml (>=4.9.2)"] + +[[package]] +name = "pandera" +version = "0.20.3" +description = "A light-weight and flexible data validation and testing tool for statistical data objects." +optional = false +python-versions = ">=3.7" +files = [ + {file = "pandera-0.20.3-py3-none-any.whl", hash = "sha256:0c251a3947d8c6d7a0e26602e78fa425268bc9f448f3a0fded85249b158a65c2"}, + {file = "pandera-0.20.3.tar.gz", hash = "sha256:d8542a68493d2dfe3226c186cc145be8d27535d7edf396178e93811515fe3470"}, +] + +[package.dependencies] +multimethod = "<=1.10.0" +numpy = ">=1.19.0" +packaging = ">=20.0" +pandas = ">=1.2.0" +pydantic = "*" +typeguard = "*" +typing-inspect = ">=0.6.0" +wrapt = "*" + +[package.extras] +all = ["black", "dask[dataframe]", "fastapi", "frictionless (<=4.40.8)", "geopandas", "hypothesis (>=6.92.7)", "modin", "pandas-stubs", "polars (>=0.20.0)", "pyspark (>=3.2.0)", "pyyaml (>=5.1)", "ray", "scipy", "shapely"] +dask = ["dask[dataframe]"] +fastapi = ["fastapi"] +geopandas = ["geopandas", "shapely"] +hypotheses = ["scipy"] +io = ["black", "frictionless (<=4.40.8)", "pyyaml (>=5.1)"] +modin = ["dask[dataframe]", "modin", "ray"] +modin-dask = ["dask[dataframe]", "modin"] +modin-ray = ["modin", "ray"] +mypy = ["pandas-stubs"] +polars = ["polars (>=0.20.0)"] +pyspark = ["pyspark (>=3.2.0)"] +strategies = ["hypothesis (>=6.92.7)"] + +[[package]] +name = "pathspec" +version = "0.12.1" +description = "Utility library for gitignore style pattern matching of file paths." +optional = false +python-versions = ">=3.8" +files = [ + {file = "pathspec-0.12.1-py3-none-any.whl", hash = "sha256:a0d503e138a4c123b27490a4f7beda6a01c6f288df0e4a8b79c7eb0dc7b4cc08"}, + {file = "pathspec-0.12.1.tar.gz", hash = "sha256:a482d51503a1ab33b1c67a6c3813a26953dbdc71c31dacaef9a838c4e29f5712"}, +] + +[[package]] +name = "patsy" +version = "0.5.6" +description = "A Python package for describing statistical models and for building design matrices." +optional = false +python-versions = "*" +files = [ + {file = "patsy-0.5.6-py2.py3-none-any.whl", hash = "sha256:19056886fd8fa71863fa32f0eb090267f21fb74be00f19f5c70b2e9d76c883c6"}, + {file = "patsy-0.5.6.tar.gz", hash = "sha256:95c6d47a7222535f84bff7f63d7303f2e297747a598db89cf5c67f0c0c7d2cdb"}, +] + +[package.dependencies] +numpy = ">=1.4" +six = "*" + +[package.extras] +test = ["pytest", "pytest-cov", "scipy"] + +[[package]] +name = "platformdirs" +version = "4.2.2" +description = "A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`." +optional = false +python-versions = ">=3.8" +files = [ + {file = "platformdirs-4.2.2-py3-none-any.whl", hash = "sha256:2d7a1657e36a80ea911db832a8a6ece5ee53d8de21edd5cc5879af6530b1bfee"}, + {file = "platformdirs-4.2.2.tar.gz", hash = "sha256:38b7b51f512eed9e84a22788b4bce1de17c0adb134d6becb09836e37d8654cd3"}, +] + +[package.extras] +docs = ["furo (>=2023.9.10)", "proselint (>=0.13)", "sphinx (>=7.2.6)", "sphinx-autodoc-typehints (>=1.25.2)"] +test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=7.4.3)", "pytest-cov (>=4.1)", "pytest-mock (>=3.12)"] +type = ["mypy (>=1.8)"] + +[[package]] +name = "plotly" +version = "5.23.0" +description = "An open-source, interactive data visualization library for Python" +optional = false +python-versions = ">=3.8" +files = [ + {file = "plotly-5.23.0-py3-none-any.whl", hash = "sha256:76cbe78f75eddc10c56f5a4ee3e7ccaade7c0a57465546f02098c0caed6c2d1a"}, + {file = "plotly-5.23.0.tar.gz", hash = "sha256:89e57d003a116303a34de6700862391367dd564222ab71f8531df70279fc0193"}, +] + +[package.dependencies] +packaging = "*" +tenacity = ">=6.2.0" + +[[package]] +name = "pluggy" +version = "1.5.0" +description = "plugin and hook calling mechanisms for python" +optional = false +python-versions = ">=3.8" +files = [ + {file = "pluggy-1.5.0-py3-none-any.whl", hash = "sha256:44e1ad92c8ca002de6377e165f3e0f1be63266ab4d554740532335b9d75ea669"}, + {file = "pluggy-1.5.0.tar.gz", hash = "sha256:2cffa88e94fdc978c4c574f15f9e59b7f4201d439195c3715ca9e2486f1d0cf1"}, +] + +[package.extras] +dev = ["pre-commit", "tox"] +testing = ["pytest", "pytest-benchmark"] + +[[package]] +name = "polyfactory" +version = "2.16.2" +description = "Mock data generation factories" +optional = false +python-versions = "<4.0,>=3.8" +files = [ + {file = "polyfactory-2.16.2-py3-none-any.whl", hash = "sha256:e5eaf97358fee07d0d8de86a93e81dc56e3be1e1514d145fea6c5f486cda6ea1"}, + {file = "polyfactory-2.16.2.tar.gz", hash = "sha256:6d0d90deb85e5bb1733ea8744c2d44eea2b31656e11b4fa73832d2e2ab5422da"}, +] + +[package.dependencies] +faker = "*" +typing-extensions = ">=4.6.0" + +[package.extras] +attrs = ["attrs (>=22.2.0)"] +beanie = ["beanie", "pydantic[email]"] +full = ["attrs", "beanie", "msgspec", "odmantic", "pydantic", "sqlalchemy"] +msgspec = ["msgspec"] +odmantic = ["odmantic (<1.0.0)", "pydantic[email]"] +pydantic = ["pydantic[email]"] +sqlalchemy = ["sqlalchemy (>=1.4.29)"] + +[[package]] +name = "protobuf" +version = "4.25.4" +description = "" +optional = false +python-versions = ">=3.8" +files = [ + {file = "protobuf-4.25.4-cp310-abi3-win32.whl", hash = "sha256:db9fd45183e1a67722cafa5c1da3e85c6492a5383f127c86c4c4aa4845867dc4"}, + {file = "protobuf-4.25.4-cp310-abi3-win_amd64.whl", hash = "sha256:ba3d8504116a921af46499471c63a85260c1a5fc23333154a427a310e015d26d"}, + {file = "protobuf-4.25.4-cp37-abi3-macosx_10_9_universal2.whl", hash = "sha256:eecd41bfc0e4b1bd3fa7909ed93dd14dd5567b98c941d6c1ad08fdcab3d6884b"}, + {file = "protobuf-4.25.4-cp37-abi3-manylinux2014_aarch64.whl", hash = "sha256:4c8a70fdcb995dcf6c8966cfa3a29101916f7225e9afe3ced4395359955d3835"}, + {file = "protobuf-4.25.4-cp37-abi3-manylinux2014_x86_64.whl", hash = "sha256:3319e073562e2515c6ddc643eb92ce20809f5d8f10fead3332f71c63be6a7040"}, + {file = "protobuf-4.25.4-cp38-cp38-win32.whl", hash = "sha256:7e372cbbda66a63ebca18f8ffaa6948455dfecc4e9c1029312f6c2edcd86c4e1"}, + {file = "protobuf-4.25.4-cp38-cp38-win_amd64.whl", hash = "sha256:051e97ce9fa6067a4546e75cb14f90cf0232dcb3e3d508c448b8d0e4265b61c1"}, + {file = "protobuf-4.25.4-cp39-cp39-win32.whl", hash = "sha256:90bf6fd378494eb698805bbbe7afe6c5d12c8e17fca817a646cd6a1818c696ca"}, + {file = "protobuf-4.25.4-cp39-cp39-win_amd64.whl", hash = "sha256:ac79a48d6b99dfed2729ccccee547b34a1d3d63289c71cef056653a846a2240f"}, + {file = "protobuf-4.25.4-py3-none-any.whl", hash = "sha256:bfbebc1c8e4793cfd58589acfb8a1026be0003e852b9da7db5a4285bde996978"}, + {file = "protobuf-4.25.4.tar.gz", hash = "sha256:0dc4a62cc4052a036ee2204d26fe4d835c62827c855c8a03f29fe6da146b380d"}, +] + +[[package]] +name = "pyarrow" +version = "17.0.0" +description = "Python library for Apache Arrow" +optional = false +python-versions = ">=3.8" +files = [ + {file = "pyarrow-17.0.0-cp310-cp310-macosx_10_15_x86_64.whl", hash = "sha256:a5c8b238d47e48812ee577ee20c9a2779e6a5904f1708ae240f53ecbee7c9f07"}, + {file = "pyarrow-17.0.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:db023dc4c6cae1015de9e198d41250688383c3f9af8f565370ab2b4cb5f62655"}, + {file = "pyarrow-17.0.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:da1e060b3876faa11cee287839f9cc7cdc00649f475714b8680a05fd9071d545"}, + {file = "pyarrow-17.0.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:75c06d4624c0ad6674364bb46ef38c3132768139ddec1c56582dbac54f2663e2"}, + {file = "pyarrow-17.0.0-cp310-cp310-manylinux_2_28_aarch64.whl", hash = "sha256:fa3c246cc58cb5a4a5cb407a18f193354ea47dd0648194e6265bd24177982fe8"}, + {file = "pyarrow-17.0.0-cp310-cp310-manylinux_2_28_x86_64.whl", hash = "sha256:f7ae2de664e0b158d1607699a16a488de3d008ba99b3a7aa5de1cbc13574d047"}, + {file = "pyarrow-17.0.0-cp310-cp310-win_amd64.whl", hash = "sha256:5984f416552eea15fd9cee03da53542bf4cddaef5afecefb9aa8d1010c335087"}, + {file = "pyarrow-17.0.0-cp311-cp311-macosx_10_15_x86_64.whl", hash = "sha256:1c8856e2ef09eb87ecf937104aacfa0708f22dfeb039c363ec99735190ffb977"}, + {file = "pyarrow-17.0.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:2e19f569567efcbbd42084e87f948778eb371d308e137a0f97afe19bb860ccb3"}, + {file = "pyarrow-17.0.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:6b244dc8e08a23b3e352899a006a26ae7b4d0da7bb636872fa8f5884e70acf15"}, + {file = "pyarrow-17.0.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0b72e87fe3e1db343995562f7fff8aee354b55ee83d13afba65400c178ab2597"}, + {file = "pyarrow-17.0.0-cp311-cp311-manylinux_2_28_aarch64.whl", hash = "sha256:dc5c31c37409dfbc5d014047817cb4ccd8c1ea25d19576acf1a001fe07f5b420"}, + {file = "pyarrow-17.0.0-cp311-cp311-manylinux_2_28_x86_64.whl", hash = "sha256:e3343cb1e88bc2ea605986d4b94948716edc7a8d14afd4e2c097232f729758b4"}, + {file = "pyarrow-17.0.0-cp311-cp311-win_amd64.whl", hash = "sha256:a27532c38f3de9eb3e90ecab63dfda948a8ca859a66e3a47f5f42d1e403c4d03"}, + {file = "pyarrow-17.0.0-cp312-cp312-macosx_10_15_x86_64.whl", hash = "sha256:9b8a823cea605221e61f34859dcc03207e52e409ccf6354634143e23af7c8d22"}, + {file = "pyarrow-17.0.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:f1e70de6cb5790a50b01d2b686d54aaf73da01266850b05e3af2a1bc89e16053"}, + {file = "pyarrow-17.0.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0071ce35788c6f9077ff9ecba4858108eebe2ea5a3f7cf2cf55ebc1dbc6ee24a"}, + {file = "pyarrow-17.0.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:757074882f844411fcca735e39aae74248a1531367a7c80799b4266390ae51cc"}, + {file = "pyarrow-17.0.0-cp312-cp312-manylinux_2_28_aarch64.whl", hash = "sha256:9ba11c4f16976e89146781a83833df7f82077cdab7dc6232c897789343f7891a"}, + {file = "pyarrow-17.0.0-cp312-cp312-manylinux_2_28_x86_64.whl", hash = "sha256:b0c6ac301093b42d34410b187bba560b17c0330f64907bfa4f7f7f2444b0cf9b"}, + {file = "pyarrow-17.0.0-cp312-cp312-win_amd64.whl", hash = "sha256:392bc9feabc647338e6c89267635e111d71edad5fcffba204425a7c8d13610d7"}, + {file = "pyarrow-17.0.0-cp38-cp38-macosx_10_15_x86_64.whl", hash = "sha256:af5ff82a04b2171415f1410cff7ebb79861afc5dae50be73ce06d6e870615204"}, + {file = "pyarrow-17.0.0-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:edca18eaca89cd6382dfbcff3dd2d87633433043650c07375d095cd3517561d8"}, + {file = "pyarrow-17.0.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:7c7916bff914ac5d4a8fe25b7a25e432ff921e72f6f2b7547d1e325c1ad9d155"}, + {file = "pyarrow-17.0.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f553ca691b9e94b202ff741bdd40f6ccb70cdd5fbf65c187af132f1317de6145"}, + {file = "pyarrow-17.0.0-cp38-cp38-manylinux_2_28_aarch64.whl", hash = "sha256:0cdb0e627c86c373205a2f94a510ac4376fdc523f8bb36beab2e7f204416163c"}, + {file = "pyarrow-17.0.0-cp38-cp38-manylinux_2_28_x86_64.whl", hash = "sha256:d7d192305d9d8bc9082d10f361fc70a73590a4c65cf31c3e6926cd72b76bc35c"}, + {file = "pyarrow-17.0.0-cp38-cp38-win_amd64.whl", hash = "sha256:02dae06ce212d8b3244dd3e7d12d9c4d3046945a5933d28026598e9dbbda1fca"}, + {file = "pyarrow-17.0.0-cp39-cp39-macosx_10_15_x86_64.whl", hash = "sha256:13d7a460b412f31e4c0efa1148e1d29bdf18ad1411eb6757d38f8fbdcc8645fb"}, + {file = "pyarrow-17.0.0-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:9b564a51fbccfab5a04a80453e5ac6c9954a9c5ef2890d1bcf63741909c3f8df"}, + {file = "pyarrow-17.0.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:32503827abbc5aadedfa235f5ece8c4f8f8b0a3cf01066bc8d29de7539532687"}, + {file = "pyarrow-17.0.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a155acc7f154b9ffcc85497509bcd0d43efb80d6f733b0dc3bb14e281f131c8b"}, + {file = "pyarrow-17.0.0-cp39-cp39-manylinux_2_28_aarch64.whl", hash = "sha256:dec8d129254d0188a49f8a1fc99e0560dc1b85f60af729f47de4046015f9b0a5"}, + {file = "pyarrow-17.0.0-cp39-cp39-manylinux_2_28_x86_64.whl", hash = "sha256:a48ddf5c3c6a6c505904545c25a4ae13646ae1f8ba703c4df4a1bfe4f4006bda"}, + {file = "pyarrow-17.0.0-cp39-cp39-win_amd64.whl", hash = "sha256:42bf93249a083aca230ba7e2786c5f673507fa97bbd9725a1e2754715151a204"}, + {file = "pyarrow-17.0.0.tar.gz", hash = "sha256:4beca9521ed2c0921c1023e68d097d0299b62c362639ea315572a58f3f50fd28"}, +] + +[package.dependencies] +numpy = ">=1.16.6" + +[package.extras] +test = ["cffi", "hypothesis", "pandas", "pytest", "pytz"] + +[[package]] +name = "pycodestyle" +version = "2.12.1" +description = "Python style guide checker" +optional = false +python-versions = ">=3.8" +files = [ + {file = "pycodestyle-2.12.1-py2.py3-none-any.whl", hash = "sha256:46f0fb92069a7c28ab7bb558f05bfc0110dac69a0cd23c61ea0040283a9d78b3"}, + {file = "pycodestyle-2.12.1.tar.gz", hash = "sha256:6838eae08bbce4f6accd5d5572075c63626a15ee3e6f842df996bf62f6d73521"}, +] + +[[package]] +name = "pydantic" +version = "2.8.2" +description = "Data validation using Python type hints" +optional = false +python-versions = ">=3.8" +files = [ + {file = "pydantic-2.8.2-py3-none-any.whl", hash = "sha256:73ee9fddd406dc318b885c7a2eab8a6472b68b8fb5ba8150949fc3db939f23c8"}, + {file = "pydantic-2.8.2.tar.gz", hash = "sha256:6f62c13d067b0755ad1c21a34bdd06c0c12625a22b0fc09c6b149816604f7c2a"}, +] + +[package.dependencies] +annotated-types = ">=0.4.0" +pydantic-core = "2.20.1" +typing-extensions = [ + {version = ">=4.12.2", markers = "python_version >= \"3.13\""}, + {version = ">=4.6.1", markers = "python_version < \"3.13\""}, +] + +[package.extras] +email = ["email-validator (>=2.0.0)"] + +[[package]] +name = "pydantic-core" +version = "2.20.1" +description = "Core functionality for Pydantic validation and serialization" +optional = false +python-versions = ">=3.8" +files = [ + {file = "pydantic_core-2.20.1-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:3acae97ffd19bf091c72df4d726d552c473f3576409b2a7ca36b2f535ffff4a3"}, + {file = "pydantic_core-2.20.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:41f4c96227a67a013e7de5ff8f20fb496ce573893b7f4f2707d065907bffdbd6"}, + {file = "pydantic_core-2.20.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5f239eb799a2081495ea659d8d4a43a8f42cd1fe9ff2e7e436295c38a10c286a"}, + {file = "pydantic_core-2.20.1-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:53e431da3fc53360db73eedf6f7124d1076e1b4ee4276b36fb25514544ceb4a3"}, + {file = "pydantic_core-2.20.1-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:f1f62b2413c3a0e846c3b838b2ecd6c7a19ec6793b2a522745b0869e37ab5bc1"}, + {file = "pydantic_core-2.20.1-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:5d41e6daee2813ecceea8eda38062d69e280b39df793f5a942fa515b8ed67953"}, + {file = "pydantic_core-2.20.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3d482efec8b7dc6bfaedc0f166b2ce349df0011f5d2f1f25537ced4cfc34fd98"}, + {file = "pydantic_core-2.20.1-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:e93e1a4b4b33daed65d781a57a522ff153dcf748dee70b40c7258c5861e1768a"}, + {file = "pydantic_core-2.20.1-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:e7c4ea22b6739b162c9ecaaa41d718dfad48a244909fe7ef4b54c0b530effc5a"}, + {file = "pydantic_core-2.20.1-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:4f2790949cf385d985a31984907fecb3896999329103df4e4983a4a41e13e840"}, + {file = "pydantic_core-2.20.1-cp310-none-win32.whl", hash = "sha256:5e999ba8dd90e93d57410c5e67ebb67ffcaadcea0ad973240fdfd3a135506250"}, + {file = "pydantic_core-2.20.1-cp310-none-win_amd64.whl", hash = "sha256:512ecfbefef6dac7bc5eaaf46177b2de58cdf7acac8793fe033b24ece0b9566c"}, + {file = "pydantic_core-2.20.1-cp311-cp311-macosx_10_12_x86_64.whl", hash = "sha256:d2a8fa9d6d6f891f3deec72f5cc668e6f66b188ab14bb1ab52422fe8e644f312"}, + {file = "pydantic_core-2.20.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:175873691124f3d0da55aeea1d90660a6ea7a3cfea137c38afa0a5ffabe37b88"}, + {file = "pydantic_core-2.20.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:37eee5b638f0e0dcd18d21f59b679686bbd18917b87db0193ae36f9c23c355fc"}, + {file = "pydantic_core-2.20.1-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:25e9185e2d06c16ee438ed39bf62935ec436474a6ac4f9358524220f1b236e43"}, + {file = "pydantic_core-2.20.1-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:150906b40ff188a3260cbee25380e7494ee85048584998c1e66df0c7a11c17a6"}, + {file = "pydantic_core-2.20.1-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:8ad4aeb3e9a97286573c03df758fc7627aecdd02f1da04516a86dc159bf70121"}, + {file = "pydantic_core-2.20.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d3f3ed29cd9f978c604708511a1f9c2fdcb6c38b9aae36a51905b8811ee5cbf1"}, + {file = "pydantic_core-2.20.1-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:b0dae11d8f5ded51699c74d9548dcc5938e0804cc8298ec0aa0da95c21fff57b"}, + {file = "pydantic_core-2.20.1-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:faa6b09ee09433b87992fb5a2859efd1c264ddc37280d2dd5db502126d0e7f27"}, + {file = "pydantic_core-2.20.1-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:9dc1b507c12eb0481d071f3c1808f0529ad41dc415d0ca11f7ebfc666e66a18b"}, + {file = "pydantic_core-2.20.1-cp311-none-win32.whl", hash = "sha256:fa2fddcb7107e0d1808086ca306dcade7df60a13a6c347a7acf1ec139aa6789a"}, + {file = "pydantic_core-2.20.1-cp311-none-win_amd64.whl", hash = "sha256:40a783fb7ee353c50bd3853e626f15677ea527ae556429453685ae32280c19c2"}, + {file = "pydantic_core-2.20.1-cp312-cp312-macosx_10_12_x86_64.whl", hash = "sha256:595ba5be69b35777474fa07f80fc260ea71255656191adb22a8c53aba4479231"}, + {file = "pydantic_core-2.20.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:a4f55095ad087474999ee28d3398bae183a66be4823f753cd7d67dd0153427c9"}, + {file = "pydantic_core-2.20.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f9aa05d09ecf4c75157197f27cdc9cfaeb7c5f15021c6373932bf3e124af029f"}, + {file = "pydantic_core-2.20.1-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:e97fdf088d4b31ff4ba35db26d9cc472ac7ef4a2ff2badeabf8d727b3377fc52"}, + {file = "pydantic_core-2.20.1-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:bc633a9fe1eb87e250b5c57d389cf28998e4292336926b0b6cdaee353f89a237"}, + {file = "pydantic_core-2.20.1-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:d573faf8eb7e6b1cbbcb4f5b247c60ca8be39fe2c674495df0eb4318303137fe"}, + {file = "pydantic_core-2.20.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:26dc97754b57d2fd00ac2b24dfa341abffc380b823211994c4efac7f13b9e90e"}, + {file = "pydantic_core-2.20.1-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:33499e85e739a4b60c9dac710c20a08dc73cb3240c9a0e22325e671b27b70d24"}, + {file = "pydantic_core-2.20.1-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:bebb4d6715c814597f85297c332297c6ce81e29436125ca59d1159b07f423eb1"}, + {file = "pydantic_core-2.20.1-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:516d9227919612425c8ef1c9b869bbbee249bc91912c8aaffb66116c0b447ebd"}, + {file = "pydantic_core-2.20.1-cp312-none-win32.whl", hash = "sha256:469f29f9093c9d834432034d33f5fe45699e664f12a13bf38c04967ce233d688"}, + {file = "pydantic_core-2.20.1-cp312-none-win_amd64.whl", hash = "sha256:035ede2e16da7281041f0e626459bcae33ed998cca6a0a007a5ebb73414ac72d"}, + {file = "pydantic_core-2.20.1-cp313-cp313-macosx_10_12_x86_64.whl", hash = "sha256:0827505a5c87e8aa285dc31e9ec7f4a17c81a813d45f70b1d9164e03a813a686"}, + {file = "pydantic_core-2.20.1-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:19c0fa39fa154e7e0b7f82f88ef85faa2a4c23cc65aae2f5aea625e3c13c735a"}, + {file = "pydantic_core-2.20.1-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:4aa223cd1e36b642092c326d694d8bf59b71ddddc94cdb752bbbb1c5c91d833b"}, + {file = "pydantic_core-2.20.1-cp313-cp313-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:c336a6d235522a62fef872c6295a42ecb0c4e1d0f1a3e500fe949415761b8a19"}, + {file = "pydantic_core-2.20.1-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:7eb6a0587eded33aeefea9f916899d42b1799b7b14b8f8ff2753c0ac1741edac"}, + {file = "pydantic_core-2.20.1-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:70c8daf4faca8da5a6d655f9af86faf6ec2e1768f4b8b9d0226c02f3d6209703"}, + {file = "pydantic_core-2.20.1-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e9fa4c9bf273ca41f940bceb86922a7667cd5bf90e95dbb157cbb8441008482c"}, + {file = "pydantic_core-2.20.1-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:11b71d67b4725e7e2a9f6e9c0ac1239bbc0c48cce3dc59f98635efc57d6dac83"}, + {file = "pydantic_core-2.20.1-cp313-cp313-musllinux_1_1_aarch64.whl", hash = "sha256:270755f15174fb983890c49881e93f8f1b80f0b5e3a3cc1394a255706cabd203"}, + {file = "pydantic_core-2.20.1-cp313-cp313-musllinux_1_1_x86_64.whl", hash = "sha256:c81131869240e3e568916ef4c307f8b99583efaa60a8112ef27a366eefba8ef0"}, + {file = "pydantic_core-2.20.1-cp313-none-win32.whl", hash = "sha256:b91ced227c41aa29c672814f50dbb05ec93536abf8f43cd14ec9521ea09afe4e"}, + {file = "pydantic_core-2.20.1-cp313-none-win_amd64.whl", hash = "sha256:65db0f2eefcaad1a3950f498aabb4875c8890438bc80b19362cf633b87a8ab20"}, + {file = "pydantic_core-2.20.1-cp38-cp38-macosx_10_12_x86_64.whl", hash = "sha256:4745f4ac52cc6686390c40eaa01d48b18997cb130833154801a442323cc78f91"}, + {file = "pydantic_core-2.20.1-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:a8ad4c766d3f33ba8fd692f9aa297c9058970530a32c728a2c4bfd2616d3358b"}, + {file = "pydantic_core-2.20.1-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:41e81317dd6a0127cabce83c0c9c3fbecceae981c8391e6f1dec88a77c8a569a"}, + {file = "pydantic_core-2.20.1-cp38-cp38-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:04024d270cf63f586ad41fff13fde4311c4fc13ea74676962c876d9577bcc78f"}, + {file = "pydantic_core-2.20.1-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:eaad4ff2de1c3823fddf82f41121bdf453d922e9a238642b1dedb33c4e4f98ad"}, + {file = "pydantic_core-2.20.1-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:26ab812fa0c845df815e506be30337e2df27e88399b985d0bb4e3ecfe72df31c"}, + {file = "pydantic_core-2.20.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3c5ebac750d9d5f2706654c638c041635c385596caf68f81342011ddfa1e5598"}, + {file = "pydantic_core-2.20.1-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:2aafc5a503855ea5885559eae883978c9b6d8c8993d67766ee73d82e841300dd"}, + {file = "pydantic_core-2.20.1-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:4868f6bd7c9d98904b748a2653031fc9c2f85b6237009d475b1008bfaeb0a5aa"}, + {file = "pydantic_core-2.20.1-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:aa2f457b4af386254372dfa78a2eda2563680d982422641a85f271c859df1987"}, + {file = "pydantic_core-2.20.1-cp38-none-win32.whl", hash = "sha256:225b67a1f6d602de0ce7f6c1c3ae89a4aa25d3de9be857999e9124f15dab486a"}, + {file = "pydantic_core-2.20.1-cp38-none-win_amd64.whl", hash = "sha256:6b507132dcfc0dea440cce23ee2182c0ce7aba7054576efc65634f080dbe9434"}, + {file = "pydantic_core-2.20.1-cp39-cp39-macosx_10_12_x86_64.whl", hash = "sha256:b03f7941783b4c4a26051846dea594628b38f6940a2fdc0df00b221aed39314c"}, + {file = "pydantic_core-2.20.1-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:1eedfeb6089ed3fad42e81a67755846ad4dcc14d73698c120a82e4ccf0f1f9f6"}, + {file = "pydantic_core-2.20.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:635fee4e041ab9c479e31edda27fcf966ea9614fff1317e280d99eb3e5ab6fe2"}, + {file = "pydantic_core-2.20.1-cp39-cp39-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:77bf3ac639c1ff567ae3b47f8d4cc3dc20f9966a2a6dd2311dcc055d3d04fb8a"}, + {file = "pydantic_core-2.20.1-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:7ed1b0132f24beeec5a78b67d9388656d03e6a7c837394f99257e2d55b461611"}, + {file = "pydantic_core-2.20.1-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:c6514f963b023aeee506678a1cf821fe31159b925c4b76fe2afa94cc70b3222b"}, + {file = "pydantic_core-2.20.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:10d4204d8ca33146e761c79f83cc861df20e7ae9f6487ca290a97702daf56006"}, + {file = "pydantic_core-2.20.1-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:2d036c7187b9422ae5b262badb87a20a49eb6c5238b2004e96d4da1231badef1"}, + {file = "pydantic_core-2.20.1-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:9ebfef07dbe1d93efb94b4700f2d278494e9162565a54f124c404a5656d7ff09"}, + {file = "pydantic_core-2.20.1-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:6b9d9bb600328a1ce523ab4f454859e9d439150abb0906c5a1983c146580ebab"}, + {file = "pydantic_core-2.20.1-cp39-none-win32.whl", hash = "sha256:784c1214cb6dd1e3b15dd8b91b9a53852aed16671cc3fbe4786f4f1db07089e2"}, + {file = "pydantic_core-2.20.1-cp39-none-win_amd64.whl", hash = "sha256:d2fe69c5434391727efa54b47a1e7986bb0186e72a41b203df8f5b0a19a4f669"}, + {file = "pydantic_core-2.20.1-pp310-pypy310_pp73-macosx_10_12_x86_64.whl", hash = "sha256:a45f84b09ac9c3d35dfcf6a27fd0634d30d183205230a0ebe8373a0e8cfa0906"}, + {file = "pydantic_core-2.20.1-pp310-pypy310_pp73-macosx_11_0_arm64.whl", hash = "sha256:d02a72df14dfdbaf228424573a07af10637bd490f0901cee872c4f434a735b94"}, + {file = "pydantic_core-2.20.1-pp310-pypy310_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d2b27e6af28f07e2f195552b37d7d66b150adbaa39a6d327766ffd695799780f"}, + {file = "pydantic_core-2.20.1-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:084659fac3c83fd674596612aeff6041a18402f1e1bc19ca39e417d554468482"}, + {file = "pydantic_core-2.20.1-pp310-pypy310_pp73-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:242b8feb3c493ab78be289c034a1f659e8826e2233786e36f2893a950a719bb6"}, + {file = "pydantic_core-2.20.1-pp310-pypy310_pp73-musllinux_1_1_aarch64.whl", hash = "sha256:38cf1c40a921d05c5edc61a785c0ddb4bed67827069f535d794ce6bcded919fc"}, + {file = "pydantic_core-2.20.1-pp310-pypy310_pp73-musllinux_1_1_x86_64.whl", hash = "sha256:e0bbdd76ce9aa5d4209d65f2b27fc6e5ef1312ae6c5333c26db3f5ade53a1e99"}, + {file = "pydantic_core-2.20.1-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:254ec27fdb5b1ee60684f91683be95e5133c994cc54e86a0b0963afa25c8f8a6"}, + {file = "pydantic_core-2.20.1-pp39-pypy39_pp73-macosx_10_12_x86_64.whl", hash = "sha256:407653af5617f0757261ae249d3fba09504d7a71ab36ac057c938572d1bc9331"}, + {file = "pydantic_core-2.20.1-pp39-pypy39_pp73-macosx_11_0_arm64.whl", hash = "sha256:c693e916709c2465b02ca0ad7b387c4f8423d1db7b4649c551f27a529181c5ad"}, + {file = "pydantic_core-2.20.1-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5b5ff4911aea936a47d9376fd3ab17e970cc543d1b68921886e7f64bd28308d1"}, + {file = "pydantic_core-2.20.1-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:177f55a886d74f1808763976ac4efd29b7ed15c69f4d838bbd74d9d09cf6fa86"}, + {file = "pydantic_core-2.20.1-pp39-pypy39_pp73-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:964faa8a861d2664f0c7ab0c181af0bea66098b1919439815ca8803ef136fc4e"}, + {file = "pydantic_core-2.20.1-pp39-pypy39_pp73-musllinux_1_1_aarch64.whl", hash = "sha256:4dd484681c15e6b9a977c785a345d3e378d72678fd5f1f3c0509608da24f2ac0"}, + {file = "pydantic_core-2.20.1-pp39-pypy39_pp73-musllinux_1_1_x86_64.whl", hash = "sha256:f6d6cff3538391e8486a431569b77921adfcdef14eb18fbf19b7c0a5294d4e6a"}, + {file = "pydantic_core-2.20.1-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:a6d511cc297ff0883bc3708b465ff82d7560193169a8b93260f74ecb0a5e08a7"}, + {file = "pydantic_core-2.20.1.tar.gz", hash = "sha256:26ca695eeee5f9f1aeeb211ffc12f10bcb6f71e2989988fda61dabd65db878d4"}, +] + +[package.dependencies] +typing-extensions = ">=4.6.0,<4.7.0 || >4.7.0" + +[[package]] +name = "pyflakes" +version = "3.2.0" +description = "passive checker of Python programs" +optional = false +python-versions = ">=3.8" +files = [ + {file = "pyflakes-3.2.0-py2.py3-none-any.whl", hash = "sha256:84b5be138a2dfbb40689ca07e2152deb896a65c3a3e24c251c5c62489568074a"}, + {file = "pyflakes-3.2.0.tar.gz", hash = "sha256:1c61603ff154621fb2a9172037d84dca3500def8c8b630657d1701f026f8af3f"}, +] + +[[package]] +name = "pygments" +version = "2.18.0" +description = "Pygments is a syntax highlighting package written in Python." +optional = false +python-versions = ">=3.8" +files = [ + {file = "pygments-2.18.0-py3-none-any.whl", hash = "sha256:b8e6aca0523f3ab76fee51799c488e38782ac06eafcf95e7ba832985c8e7b13a"}, + {file = "pygments-2.18.0.tar.gz", hash = "sha256:786ff802f32e91311bff3889f6e9a86e81505fe99f2735bb6d60ae0c5004f199"}, +] + +[package.extras] +windows-terminal = ["colorama (>=0.4.6)"] + +[[package]] +name = "pytest" +version = "8.3.2" +description = "pytest: simple powerful testing with Python" +optional = false +python-versions = ">=3.8" +files = [ + {file = "pytest-8.3.2-py3-none-any.whl", hash = "sha256:4ba08f9ae7dcf84ded419494d229b48d0903ea6407b030eaec46df5e6a73bba5"}, + {file = "pytest-8.3.2.tar.gz", hash = "sha256:c132345d12ce551242c87269de812483f5bcc87cdbb4722e48487ba194f9fdce"}, +] + +[package.dependencies] colorama = {version = "*", markers = "sys_platform == \"win32\""} iniconfig = "*" packaging = "*" @@ -227,7 +1612,1053 @@ pluggy = ">=1.5,<2" [package.extras] dev = ["argcomplete", "attrs (>=19.2)", "hypothesis (>=3.56)", "mock", "pygments (>=2.7.2)", "requests", "setuptools", "xmlschema"] +[[package]] +name = "python-dateutil" +version = "2.9.0.post0" +description = "Extensions to the standard Python datetime module" +optional = false +python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7" +files = [ + {file = "python-dateutil-2.9.0.post0.tar.gz", hash = "sha256:37dd54208da7e1cd875388217d5e00ebd4179249f90fb72437e91a35459a0ad3"}, + {file = "python_dateutil-2.9.0.post0-py2.py3-none-any.whl", hash = "sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427"}, +] + +[package.dependencies] +six = ">=1.5" + +[[package]] +name = "python-dotenv" +version = "1.0.1" +description = "Read key-value pairs from a .env file and set them as environment variables" +optional = false +python-versions = ">=3.8" +files = [ + {file = "python-dotenv-1.0.1.tar.gz", hash = "sha256:e324ee90a023d808f1959c46bcbc04446a10ced277783dc6ee09987c37ec10ca"}, + {file = "python_dotenv-1.0.1-py3-none-any.whl", hash = "sha256:f7b63ef50f1b690dddf550d03497b66d609393b40b564ed0d674909a68ebf16a"}, +] + +[package.extras] +cli = ["click (>=5.0)"] + +[[package]] +name = "pytz" +version = "2024.1" +description = "World timezone definitions, modern and historical" +optional = false +python-versions = "*" +files = [ + {file = "pytz-2024.1-py2.py3-none-any.whl", hash = "sha256:328171f4e3623139da4983451950b28e95ac706e13f3f2630a879749e7a8b319"}, + {file = "pytz-2024.1.tar.gz", hash = "sha256:2a29735ea9c18baf14b448846bde5a48030ed267578472d8955cd0e7443a9812"}, +] + +[[package]] +name = "pyyaml" +version = "6.0.2" +description = "YAML parser and emitter for Python" +optional = false +python-versions = ">=3.8" +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"}, +] + +[[package]] +name = "regex" +version = "2024.7.24" +description = "Alternative regular expression module, to replace re." +optional = false +python-versions = ">=3.8" +files = [ + {file = "regex-2024.7.24-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:228b0d3f567fafa0633aee87f08b9276c7062da9616931382993c03808bb68ce"}, + {file = "regex-2024.7.24-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:3426de3b91d1bc73249042742f45c2148803c111d1175b283270177fdf669024"}, + {file = "regex-2024.7.24-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:f273674b445bcb6e4409bf8d1be67bc4b58e8b46fd0d560055d515b8830063cd"}, + {file = "regex-2024.7.24-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:23acc72f0f4e1a9e6e9843d6328177ae3074b4182167e34119ec7233dfeccf53"}, + {file = "regex-2024.7.24-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:65fd3d2e228cae024c411c5ccdffae4c315271eee4a8b839291f84f796b34eca"}, + {file = "regex-2024.7.24-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:c414cbda77dbf13c3bc88b073a1a9f375c7b0cb5e115e15d4b73ec3a2fbc6f59"}, + {file = "regex-2024.7.24-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:bf7a89eef64b5455835f5ed30254ec19bf41f7541cd94f266ab7cbd463f00c41"}, + {file = "regex-2024.7.24-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:19c65b00d42804e3fbea9708f0937d157e53429a39b7c61253ff15670ff62cb5"}, + {file = "regex-2024.7.24-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:7a5486ca56c8869070a966321d5ab416ff0f83f30e0e2da1ab48815c8d165d46"}, + {file = "regex-2024.7.24-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:6f51f9556785e5a203713f5efd9c085b4a45aecd2a42573e2b5041881b588d1f"}, + {file = "regex-2024.7.24-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:a4997716674d36a82eab3e86f8fa77080a5d8d96a389a61ea1d0e3a94a582cf7"}, + {file = "regex-2024.7.24-cp310-cp310-musllinux_1_2_ppc64le.whl", hash = "sha256:c0abb5e4e8ce71a61d9446040c1e86d4e6d23f9097275c5bd49ed978755ff0fe"}, + {file = "regex-2024.7.24-cp310-cp310-musllinux_1_2_s390x.whl", hash = "sha256:18300a1d78cf1290fa583cd8b7cde26ecb73e9f5916690cf9d42de569c89b1ce"}, + {file = "regex-2024.7.24-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:416c0e4f56308f34cdb18c3f59849479dde5b19febdcd6e6fa4d04b6c31c9faa"}, + {file = "regex-2024.7.24-cp310-cp310-win32.whl", hash = "sha256:fb168b5924bef397b5ba13aabd8cf5df7d3d93f10218d7b925e360d436863f66"}, + {file = "regex-2024.7.24-cp310-cp310-win_amd64.whl", hash = "sha256:6b9fc7e9cc983e75e2518496ba1afc524227c163e43d706688a6bb9eca41617e"}, + {file = "regex-2024.7.24-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:382281306e3adaaa7b8b9ebbb3ffb43358a7bbf585fa93821300a418bb975281"}, + {file = "regex-2024.7.24-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:4fdd1384619f406ad9037fe6b6eaa3de2749e2e12084abc80169e8e075377d3b"}, + {file = "regex-2024.7.24-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:3d974d24edb231446f708c455fd08f94c41c1ff4f04bcf06e5f36df5ef50b95a"}, + {file = "regex-2024.7.24-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a2ec4419a3fe6cf8a4795752596dfe0adb4aea40d3683a132bae9c30b81e8d73"}, + {file = "regex-2024.7.24-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:eb563dd3aea54c797adf513eeec819c4213d7dbfc311874eb4fd28d10f2ff0f2"}, + {file = "regex-2024.7.24-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:45104baae8b9f67569f0f1dca5e1f1ed77a54ae1cd8b0b07aba89272710db61e"}, + {file = "regex-2024.7.24-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:994448ee01864501912abf2bad9203bffc34158e80fe8bfb5b031f4f8e16da51"}, + {file = "regex-2024.7.24-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:3fac296f99283ac232d8125be932c5cd7644084a30748fda013028c815ba3364"}, + {file = "regex-2024.7.24-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:7e37e809b9303ec3a179085415cb5f418ecf65ec98cdfe34f6a078b46ef823ee"}, + {file = "regex-2024.7.24-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:01b689e887f612610c869421241e075c02f2e3d1ae93a037cb14f88ab6a8934c"}, + {file = "regex-2024.7.24-cp311-cp311-musllinux_1_2_ppc64le.whl", hash = "sha256:f6442f0f0ff81775eaa5b05af8a0ffa1dda36e9cf6ec1e0d3d245e8564b684ce"}, + {file = "regex-2024.7.24-cp311-cp311-musllinux_1_2_s390x.whl", hash = "sha256:871e3ab2838fbcb4e0865a6e01233975df3a15e6fce93b6f99d75cacbd9862d1"}, + {file = "regex-2024.7.24-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:c918b7a1e26b4ab40409820ddccc5d49871a82329640f5005f73572d5eaa9b5e"}, + {file = "regex-2024.7.24-cp311-cp311-win32.whl", hash = "sha256:2dfbb8baf8ba2c2b9aa2807f44ed272f0913eeeba002478c4577b8d29cde215c"}, + {file = "regex-2024.7.24-cp311-cp311-win_amd64.whl", hash = "sha256:538d30cd96ed7d1416d3956f94d54e426a8daf7c14527f6e0d6d425fcb4cca52"}, + {file = "regex-2024.7.24-cp312-cp312-macosx_10_9_universal2.whl", hash = "sha256:fe4ebef608553aff8deb845c7f4f1d0740ff76fa672c011cc0bacb2a00fbde86"}, + {file = "regex-2024.7.24-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:74007a5b25b7a678459f06559504f1eec2f0f17bca218c9d56f6a0a12bfffdad"}, + {file = "regex-2024.7.24-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:7df9ea48641da022c2a3c9c641650cd09f0cd15e8908bf931ad538f5ca7919c9"}, + {file = "regex-2024.7.24-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:6a1141a1dcc32904c47f6846b040275c6e5de0bf73f17d7a409035d55b76f289"}, + {file = "regex-2024.7.24-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:80c811cfcb5c331237d9bad3bea2c391114588cf4131707e84d9493064d267f9"}, + {file = "regex-2024.7.24-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:7214477bf9bd195894cf24005b1e7b496f46833337b5dedb7b2a6e33f66d962c"}, + {file = "regex-2024.7.24-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d55588cba7553f0b6ec33130bc3e114b355570b45785cebdc9daed8c637dd440"}, + {file = "regex-2024.7.24-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:558a57cfc32adcf19d3f791f62b5ff564922942e389e3cfdb538a23d65a6b610"}, + {file = "regex-2024.7.24-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:a512eed9dfd4117110b1881ba9a59b31433caed0c4101b361f768e7bcbaf93c5"}, + {file = "regex-2024.7.24-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:86b17ba823ea76256b1885652e3a141a99a5c4422f4a869189db328321b73799"}, + {file = "regex-2024.7.24-cp312-cp312-musllinux_1_2_ppc64le.whl", hash = "sha256:5eefee9bfe23f6df09ffb6dfb23809f4d74a78acef004aa904dc7c88b9944b05"}, + {file = "regex-2024.7.24-cp312-cp312-musllinux_1_2_s390x.whl", hash = "sha256:731fcd76bbdbf225e2eb85b7c38da9633ad3073822f5ab32379381e8c3c12e94"}, + {file = "regex-2024.7.24-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:eaef80eac3b4cfbdd6de53c6e108b4c534c21ae055d1dbea2de6b3b8ff3def38"}, + {file = "regex-2024.7.24-cp312-cp312-win32.whl", hash = "sha256:185e029368d6f89f36e526764cf12bf8d6f0e3a2a7737da625a76f594bdfcbfc"}, + {file = "regex-2024.7.24-cp312-cp312-win_amd64.whl", hash = "sha256:2f1baff13cc2521bea83ab2528e7a80cbe0ebb2c6f0bfad15be7da3aed443908"}, + {file = "regex-2024.7.24-cp38-cp38-macosx_10_9_universal2.whl", hash = "sha256:66b4c0731a5c81921e938dcf1a88e978264e26e6ac4ec96a4d21ae0354581ae0"}, + {file = "regex-2024.7.24-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:88ecc3afd7e776967fa16c80f974cb79399ee8dc6c96423321d6f7d4b881c92b"}, + {file = "regex-2024.7.24-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:64bd50cf16bcc54b274e20235bf8edbb64184a30e1e53873ff8d444e7ac656b2"}, + {file = "regex-2024.7.24-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:eb462f0e346fcf41a901a126b50f8781e9a474d3927930f3490f38a6e73b6950"}, + {file = "regex-2024.7.24-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:a82465ebbc9b1c5c50738536fdfa7cab639a261a99b469c9d4c7dcbb2b3f1e57"}, + {file = "regex-2024.7.24-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:68a8f8c046c6466ac61a36b65bb2395c74451df2ffb8458492ef49900efed293"}, + {file = "regex-2024.7.24-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:dac8e84fff5d27420f3c1e879ce9929108e873667ec87e0c8eeb413a5311adfe"}, + {file = "regex-2024.7.24-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:ba2537ef2163db9e6ccdbeb6f6424282ae4dea43177402152c67ef869cf3978b"}, + {file = "regex-2024.7.24-cp38-cp38-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:43affe33137fcd679bdae93fb25924979517e011f9dea99163f80b82eadc7e53"}, + {file = "regex-2024.7.24-cp38-cp38-musllinux_1_2_aarch64.whl", hash = "sha256:c9bb87fdf2ab2370f21e4d5636e5317775e5d51ff32ebff2cf389f71b9b13750"}, + {file = "regex-2024.7.24-cp38-cp38-musllinux_1_2_i686.whl", hash = "sha256:945352286a541406f99b2655c973852da7911b3f4264e010218bbc1cc73168f2"}, + {file = "regex-2024.7.24-cp38-cp38-musllinux_1_2_ppc64le.whl", hash = "sha256:8bc593dcce679206b60a538c302d03c29b18e3d862609317cb560e18b66d10cf"}, + {file = "regex-2024.7.24-cp38-cp38-musllinux_1_2_s390x.whl", hash = "sha256:3f3b6ca8eae6d6c75a6cff525c8530c60e909a71a15e1b731723233331de4169"}, + {file = "regex-2024.7.24-cp38-cp38-musllinux_1_2_x86_64.whl", hash = "sha256:c51edc3541e11fbe83f0c4d9412ef6c79f664a3745fab261457e84465ec9d5a8"}, + {file = "regex-2024.7.24-cp38-cp38-win32.whl", hash = "sha256:d0a07763776188b4db4c9c7fb1b8c494049f84659bb387b71c73bbc07f189e96"}, + {file = "regex-2024.7.24-cp38-cp38-win_amd64.whl", hash = "sha256:8fd5afd101dcf86a270d254364e0e8dddedebe6bd1ab9d5f732f274fa00499a5"}, + {file = "regex-2024.7.24-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:0ffe3f9d430cd37d8fa5632ff6fb36d5b24818c5c986893063b4e5bdb84cdf24"}, + {file = "regex-2024.7.24-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:25419b70ba00a16abc90ee5fce061228206173231f004437730b67ac77323f0d"}, + {file = "regex-2024.7.24-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:33e2614a7ce627f0cdf2ad104797d1f68342d967de3695678c0cb84f530709f8"}, + {file = "regex-2024.7.24-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d33a0021893ede5969876052796165bab6006559ab845fd7b515a30abdd990dc"}, + {file = "regex-2024.7.24-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:04ce29e2c5fedf296b1a1b0acc1724ba93a36fb14031f3abfb7abda2806c1535"}, + {file = "regex-2024.7.24-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:b16582783f44fbca6fcf46f61347340c787d7530d88b4d590a397a47583f31dd"}, + {file = "regex-2024.7.24-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:836d3cc225b3e8a943d0b02633fb2f28a66e281290302a79df0e1eaa984ff7c1"}, + {file = "regex-2024.7.24-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:438d9f0f4bc64e8dea78274caa5af971ceff0f8771e1a2333620969936ba10be"}, + {file = "regex-2024.7.24-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:973335b1624859cb0e52f96062a28aa18f3a5fc77a96e4a3d6d76e29811a0e6e"}, + {file = "regex-2024.7.24-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:c5e69fd3eb0b409432b537fe3c6f44ac089c458ab6b78dcec14478422879ec5f"}, + {file = "regex-2024.7.24-cp39-cp39-musllinux_1_2_i686.whl", hash = "sha256:fbf8c2f00904eaf63ff37718eb13acf8e178cb940520e47b2f05027f5bb34ce3"}, + {file = "regex-2024.7.24-cp39-cp39-musllinux_1_2_ppc64le.whl", hash = "sha256:ae2757ace61bc4061b69af19e4689fa4416e1a04840f33b441034202b5cd02d4"}, + {file = "regex-2024.7.24-cp39-cp39-musllinux_1_2_s390x.whl", hash = "sha256:44fc61b99035fd9b3b9453f1713234e5a7c92a04f3577252b45feefe1b327759"}, + {file = "regex-2024.7.24-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:84c312cdf839e8b579f504afcd7b65f35d60b6285d892b19adea16355e8343c9"}, + {file = "regex-2024.7.24-cp39-cp39-win32.whl", hash = "sha256:ca5b2028c2f7af4e13fb9fc29b28d0ce767c38c7facdf64f6c2cd040413055f1"}, + {file = "regex-2024.7.24-cp39-cp39-win_amd64.whl", hash = "sha256:7c479f5ae937ec9985ecaf42e2e10631551d909f203e31308c12d703922742f9"}, + {file = "regex-2024.7.24.tar.gz", hash = "sha256:9cfd009eed1a46b27c14039ad5bbc5e71b6367c5b2e6d5f5da0ea91600817506"}, +] + +[[package]] +name = "requests" +version = "2.32.3" +description = "Python HTTP for Humans." +optional = false +python-versions = ">=3.8" +files = [ + {file = "requests-2.32.3-py3-none-any.whl", hash = "sha256:70761cfe03c773ceb22aa2f671b4757976145175cdfca038c02654d061d6dcc6"}, + {file = "requests-2.32.3.tar.gz", hash = "sha256:55365417734eb18255590a9ff9eb97e9e1da868d4ccd6402399eaf68af20a760"}, +] + +[package.dependencies] +certifi = ">=2017.4.17" +charset-normalizer = ">=2,<4" +idna = ">=2.5,<4" +urllib3 = ">=1.21.1,<3" + +[package.extras] +socks = ["PySocks (>=1.5.6,!=1.5.7)"] +use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"] + +[[package]] +name = "rich" +version = "13.8.0" +description = "Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal" +optional = false +python-versions = ">=3.7.0" +files = [ + {file = "rich-13.8.0-py3-none-any.whl", hash = "sha256:2e85306a063b9492dffc86278197a60cbece75bcb766022f3436f567cae11bdc"}, + {file = "rich-13.8.0.tar.gz", hash = "sha256:a5ac1f1cd448ade0d59cc3356f7db7a7ccda2c8cbae9c7a90c28ff463d3e91f4"}, +] + +[package.dependencies] +markdown-it-py = ">=2.2.0" +pygments = ">=2.13.0,<3.0.0" + +[package.extras] +jupyter = ["ipywidgets (>=7.5.1,<9)"] + +[[package]] +name = "rich-click" +version = "1.8.3" +description = "Format click help output nicely with rich" +optional = false +python-versions = ">=3.7" +files = [ + {file = "rich_click-1.8.3-py3-none-any.whl", hash = "sha256:636d9c040d31c5eee242201b5bf4f2d358bfae4db14bb22ec1cafa717cfd02cd"}, + {file = "rich_click-1.8.3.tar.gz", hash = "sha256:6d75bdfa7aa9ed2c467789a0688bc6da23fbe3a143e19aa6ad3f8bac113d2ab3"}, +] + +[package.dependencies] +click = ">=7" +rich = ">=10.7" +typing-extensions = "*" + +[package.extras] +dev = ["mypy", "packaging", "pre-commit", "pytest", "pytest-cov", "rich-codex", "ruff", "types-setuptools"] +docs = ["markdown-include", "mkdocs", "mkdocs-glightbox", "mkdocs-material-extensions", "mkdocs-material[imaging] (>=9.5.18,<9.6.0)", "mkdocs-rss-plugin", "mkdocstrings[python]", "rich-codex"] + +[[package]] +name = "scikit-learn" +version = "1.5.1" +description = "A set of python modules for machine learning and data mining" +optional = false +python-versions = ">=3.9" +files = [ + {file = "scikit_learn-1.5.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:781586c414f8cc58e71da4f3d7af311e0505a683e112f2f62919e3019abd3745"}, + {file = "scikit_learn-1.5.1-cp310-cp310-macosx_12_0_arm64.whl", hash = "sha256:f5b213bc29cc30a89a3130393b0e39c847a15d769d6e59539cd86b75d276b1a7"}, + {file = "scikit_learn-1.5.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1ff4ba34c2abff5ec59c803ed1d97d61b036f659a17f55be102679e88f926fac"}, + {file = "scikit_learn-1.5.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:161808750c267b77b4a9603cf9c93579c7a74ba8486b1336034c2f1579546d21"}, + {file = "scikit_learn-1.5.1-cp310-cp310-win_amd64.whl", hash = "sha256:10e49170691514a94bb2e03787aa921b82dbc507a4ea1f20fd95557862c98dc1"}, + {file = "scikit_learn-1.5.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:154297ee43c0b83af12464adeab378dee2d0a700ccd03979e2b821e7dd7cc1c2"}, + {file = "scikit_learn-1.5.1-cp311-cp311-macosx_12_0_arm64.whl", hash = "sha256:b5e865e9bd59396220de49cb4a57b17016256637c61b4c5cc81aaf16bc123bbe"}, + {file = "scikit_learn-1.5.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:909144d50f367a513cee6090873ae582dba019cb3fca063b38054fa42704c3a4"}, + {file = "scikit_learn-1.5.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:689b6f74b2c880276e365fe84fe4f1befd6a774f016339c65655eaff12e10cbf"}, + {file = "scikit_learn-1.5.1-cp311-cp311-win_amd64.whl", hash = "sha256:9a07f90846313a7639af6a019d849ff72baadfa4c74c778821ae0fad07b7275b"}, + {file = "scikit_learn-1.5.1-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:5944ce1faada31c55fb2ba20a5346b88e36811aab504ccafb9f0339e9f780395"}, + {file = "scikit_learn-1.5.1-cp312-cp312-macosx_12_0_arm64.whl", hash = "sha256:0828673c5b520e879f2af6a9e99eee0eefea69a2188be1ca68a6121b809055c1"}, + {file = "scikit_learn-1.5.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:508907e5f81390e16d754e8815f7497e52139162fd69c4fdbd2dfa5d6cc88915"}, + {file = "scikit_learn-1.5.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:97625f217c5c0c5d0505fa2af28ae424bd37949bb2f16ace3ff5f2f81fb4498b"}, + {file = "scikit_learn-1.5.1-cp312-cp312-win_amd64.whl", hash = "sha256:da3f404e9e284d2b0a157e1b56b6566a34eb2798205cba35a211df3296ab7a74"}, + {file = "scikit_learn-1.5.1-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:88e0672c7ac21eb149d409c74cc29f1d611d5158175846e7a9c2427bd12b3956"}, + {file = "scikit_learn-1.5.1-cp39-cp39-macosx_12_0_arm64.whl", hash = "sha256:7b073a27797a283187a4ef4ee149959defc350b46cbf63a84d8514fe16b69855"}, + {file = "scikit_learn-1.5.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b59e3e62d2be870e5c74af4e793293753565c7383ae82943b83383fdcf5cc5c1"}, + {file = "scikit_learn-1.5.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:1bd8d3a19d4bd6dc5a7d4f358c8c3a60934dc058f363c34c0ac1e9e12a31421d"}, + {file = "scikit_learn-1.5.1-cp39-cp39-win_amd64.whl", hash = "sha256:5f57428de0c900a98389c4a433d4a3cf89de979b3aa24d1c1d251802aa15e44d"}, + {file = "scikit_learn-1.5.1.tar.gz", hash = "sha256:0ea5d40c0e3951df445721927448755d3fe1d80833b0b7308ebff5d2a45e6414"}, +] + +[package.dependencies] +joblib = ">=1.2.0" +numpy = ">=1.19.5" +scipy = ">=1.6.0" +threadpoolctl = ">=3.1.0" + +[package.extras] +benchmark = ["matplotlib (>=3.3.4)", "memory_profiler (>=0.57.0)", "pandas (>=1.1.5)"] +build = ["cython (>=3.0.10)", "meson-python (>=0.16.0)", "numpy (>=1.19.5)", "scipy (>=1.6.0)"] +docs = ["Pillow (>=7.1.2)", "matplotlib (>=3.3.4)", "memory_profiler (>=0.57.0)", "numpydoc (>=1.2.0)", "pandas (>=1.1.5)", "plotly (>=5.14.0)", "polars (>=0.20.23)", "pooch (>=1.6.0)", "pydata-sphinx-theme (>=0.15.3)", "scikit-image (>=0.17.2)", "seaborn (>=0.9.0)", "sphinx (>=7.3.7)", "sphinx-copybutton (>=0.5.2)", "sphinx-design (>=0.5.0)", "sphinx-gallery (>=0.16.0)", "sphinx-prompt (>=1.4.0)", "sphinx-remove-toctrees (>=1.0.0.post1)", "sphinxcontrib-sass (>=0.3.4)", "sphinxext-opengraph (>=0.9.1)"] +examples = ["matplotlib (>=3.3.4)", "pandas (>=1.1.5)", "plotly (>=5.14.0)", "pooch (>=1.6.0)", "scikit-image (>=0.17.2)", "seaborn (>=0.9.0)"] +install = ["joblib (>=1.2.0)", "numpy (>=1.19.5)", "scipy (>=1.6.0)", "threadpoolctl (>=3.1.0)"] +maintenance = ["conda-lock (==2.5.6)"] +tests = ["black (>=24.3.0)", "matplotlib (>=3.3.4)", "mypy (>=1.9)", "numpydoc (>=1.2.0)", "pandas (>=1.1.5)", "polars (>=0.20.23)", "pooch (>=1.6.0)", "pyamg (>=4.0.0)", "pyarrow (>=12.0.0)", "pytest (>=7.1.2)", "pytest-cov (>=2.9.0)", "ruff (>=0.2.1)", "scikit-image (>=0.17.2)"] + +[[package]] +name = "scipy" +version = "1.14.1" +description = "Fundamental algorithms for scientific computing in Python" +optional = false +python-versions = ">=3.10" +files = [ + {file = "scipy-1.14.1-cp310-cp310-macosx_10_13_x86_64.whl", hash = "sha256:b28d2ca4add7ac16ae8bb6632a3c86e4b9e4d52d3e34267f6e1b0c1f8d87e389"}, + {file = "scipy-1.14.1-cp310-cp310-macosx_12_0_arm64.whl", hash = "sha256:d0d2821003174de06b69e58cef2316a6622b60ee613121199cb2852a873f8cf3"}, + {file = "scipy-1.14.1-cp310-cp310-macosx_14_0_arm64.whl", hash = "sha256:8bddf15838ba768bb5f5083c1ea012d64c9a444e16192762bd858f1e126196d0"}, + {file = "scipy-1.14.1-cp310-cp310-macosx_14_0_x86_64.whl", hash = "sha256:97c5dddd5932bd2a1a31c927ba5e1463a53b87ca96b5c9bdf5dfd6096e27efc3"}, + {file = "scipy-1.14.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:2ff0a7e01e422c15739ecd64432743cf7aae2b03f3084288f399affcefe5222d"}, + {file = "scipy-1.14.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8e32dced201274bf96899e6491d9ba3e9a5f6b336708656466ad0522d8528f69"}, + {file = "scipy-1.14.1-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:8426251ad1e4ad903a4514712d2fa8fdd5382c978010d1c6f5f37ef286a713ad"}, + {file = "scipy-1.14.1-cp310-cp310-win_amd64.whl", hash = "sha256:a49f6ed96f83966f576b33a44257d869756df6cf1ef4934f59dd58b25e0327e5"}, + {file = "scipy-1.14.1-cp311-cp311-macosx_10_13_x86_64.whl", hash = "sha256:2da0469a4ef0ecd3693761acbdc20f2fdeafb69e6819cc081308cc978153c675"}, + {file = "scipy-1.14.1-cp311-cp311-macosx_12_0_arm64.whl", hash = "sha256:c0ee987efa6737242745f347835da2cc5bb9f1b42996a4d97d5c7ff7928cb6f2"}, + {file = "scipy-1.14.1-cp311-cp311-macosx_14_0_arm64.whl", hash = "sha256:3a1b111fac6baec1c1d92f27e76511c9e7218f1695d61b59e05e0fe04dc59617"}, + {file = "scipy-1.14.1-cp311-cp311-macosx_14_0_x86_64.whl", hash = "sha256:8475230e55549ab3f207bff11ebfc91c805dc3463ef62eda3ccf593254524ce8"}, + {file = "scipy-1.14.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:278266012eb69f4a720827bdd2dc54b2271c97d84255b2faaa8f161a158c3b37"}, + {file = "scipy-1.14.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:fef8c87f8abfb884dac04e97824b61299880c43f4ce675dd2cbeadd3c9b466d2"}, + {file = "scipy-1.14.1-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:b05d43735bb2f07d689f56f7b474788a13ed8adc484a85aa65c0fd931cf9ccd2"}, + {file = "scipy-1.14.1-cp311-cp311-win_amd64.whl", hash = "sha256:716e389b694c4bb564b4fc0c51bc84d381735e0d39d3f26ec1af2556ec6aad94"}, + {file = "scipy-1.14.1-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:631f07b3734d34aced009aaf6fedfd0eb3498a97e581c3b1e5f14a04164a456d"}, + {file = "scipy-1.14.1-cp312-cp312-macosx_12_0_arm64.whl", hash = "sha256:af29a935803cc707ab2ed7791c44288a682f9c8107bc00f0eccc4f92c08d6e07"}, + {file = "scipy-1.14.1-cp312-cp312-macosx_14_0_arm64.whl", hash = "sha256:2843f2d527d9eebec9a43e6b406fb7266f3af25a751aa91d62ff416f54170bc5"}, + {file = "scipy-1.14.1-cp312-cp312-macosx_14_0_x86_64.whl", hash = "sha256:eb58ca0abd96911932f688528977858681a59d61a7ce908ffd355957f7025cfc"}, + {file = "scipy-1.14.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:30ac8812c1d2aab7131a79ba62933a2a76f582d5dbbc695192453dae67ad6310"}, + {file = "scipy-1.14.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8f9ea80f2e65bdaa0b7627fb00cbeb2daf163caa015e59b7516395fe3bd1e066"}, + {file = "scipy-1.14.1-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:edaf02b82cd7639db00dbff629995ef185c8df4c3ffa71a5562a595765a06ce1"}, + {file = "scipy-1.14.1-cp312-cp312-win_amd64.whl", hash = "sha256:2ff38e22128e6c03ff73b6bb0f85f897d2362f8c052e3b8ad00532198fbdae3f"}, + {file = "scipy-1.14.1-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:1729560c906963fc8389f6aac023739ff3983e727b1a4d87696b7bf108316a79"}, + {file = "scipy-1.14.1-cp313-cp313-macosx_12_0_arm64.whl", hash = "sha256:4079b90df244709e675cdc8b93bfd8a395d59af40b72e339c2287c91860deb8e"}, + {file = "scipy-1.14.1-cp313-cp313-macosx_14_0_arm64.whl", hash = "sha256:e0cf28db0f24a38b2a0ca33a85a54852586e43cf6fd876365c86e0657cfe7d73"}, + {file = "scipy-1.14.1-cp313-cp313-macosx_14_0_x86_64.whl", hash = "sha256:0c2f95de3b04e26f5f3ad5bb05e74ba7f68b837133a4492414b3afd79dfe540e"}, + {file = "scipy-1.14.1-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b99722ea48b7ea25e8e015e8341ae74624f72e5f21fc2abd45f3a93266de4c5d"}, + {file = "scipy-1.14.1-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:5149e3fd2d686e42144a093b206aef01932a0059c2a33ddfa67f5f035bdfe13e"}, + {file = "scipy-1.14.1-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:e4f5a7c49323533f9103d4dacf4e4f07078f360743dec7f7596949149efeec06"}, + {file = "scipy-1.14.1-cp313-cp313-win_amd64.whl", hash = "sha256:baff393942b550823bfce952bb62270ee17504d02a1801d7fd0719534dfb9c84"}, + {file = "scipy-1.14.1.tar.gz", hash = "sha256:5a275584e726026a5699459aa72f828a610821006228e841b94275c4a7c08417"}, +] + +[package.dependencies] +numpy = ">=1.23.5,<2.3" + +[package.extras] +dev = ["cython-lint (>=0.12.2)", "doit (>=0.36.0)", "mypy (==1.10.0)", "pycodestyle", "pydevtool", "rich-click", "ruff (>=0.0.292)", "types-psutil", "typing_extensions"] +doc = ["jupyterlite-pyodide-kernel", "jupyterlite-sphinx (>=0.13.1)", "jupytext", "matplotlib (>=3.5)", "myst-nb", "numpydoc", "pooch", "pydata-sphinx-theme (>=0.15.2)", "sphinx (>=5.0.0,<=7.3.7)", "sphinx-design (>=0.4.0)"] +test = ["Cython", "array-api-strict (>=2.0)", "asv", "gmpy2", "hypothesis (>=6.30)", "meson", "mpmath", "ninja", "pooch", "pytest", "pytest-cov", "pytest-timeout", "pytest-xdist", "scikit-umfpack", "threadpoolctl"] + +[[package]] +name = "shellingham" +version = "1.5.4" +description = "Tool to Detect Surrounding Shell" +optional = false +python-versions = ">=3.7" +files = [ + {file = "shellingham-1.5.4-py2.py3-none-any.whl", hash = "sha256:7ecfff8f2fd72616f7481040475a65b2bf8af90a56c89140852d1120324e8686"}, + {file = "shellingham-1.5.4.tar.gz", hash = "sha256:8dbca0739d487e5bd35ab3ca4b36e11c4078f3a234bfce294b0a0291363404de"}, +] + +[[package]] +name = "six" +version = "1.16.0" +description = "Python 2 and 3 compatibility utilities" +optional = false +python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*" +files = [ + {file = "six-1.16.0-py2.py3-none-any.whl", hash = "sha256:8abb2f1d86890a2dfb989f9a77cfcfd3e47c2a354b01111771326f8aa26e0254"}, + {file = "six-1.16.0.tar.gz", hash = "sha256:1e61c37477a1626458e36f7b1d82aa5c9b094fa4802892072e49de9c60c4c926"}, +] + +[[package]] +name = "sniffio" +version = "1.3.1" +description = "Sniff out which async library your code is running under" +optional = false +python-versions = ">=3.7" +files = [ + {file = "sniffio-1.3.1-py3-none-any.whl", hash = "sha256:2f6da418d1f1e0fddd844478f41680e794e6051915791a034ff65e5f100525a2"}, + {file = "sniffio-1.3.1.tar.gz", hash = "sha256:f4324edc670a0f49750a81b895f35c3adb843cca46f0530f79fc1babb23789dc"}, +] + +[[package]] +name = "statsmodels" +version = "0.14.2" +description = "Statistical computations and models for Python" +optional = false +python-versions = ">=3.9" +files = [ + {file = "statsmodels-0.14.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:df5d6f95c46f0341da6c79ee7617e025bf2b371e190a8e60af1ae9cabbdb7a97"}, + {file = "statsmodels-0.14.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:a87ef21fadb445b650f327340dde703f13aec1540f3d497afb66324499dea97a"}, + {file = "statsmodels-0.14.2-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5827a12e3ede2b98a784476d61d6bec43011fedb64aa815f2098e0573bece257"}, + {file = "statsmodels-0.14.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:10f2b7611a61adb7d596a6d239abdf1a4d5492b931b00d5ed23d32844d40e48e"}, + {file = "statsmodels-0.14.2-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:c254c66142f1167b4c7d031cf8db55294cc62ff3280e090fc45bd10a7f5fd029"}, + {file = "statsmodels-0.14.2-cp310-cp310-win_amd64.whl", hash = "sha256:0e46e9d59293c1af4cc1f4e5248f17e7e7bc596bfce44d327c789ac27f09111b"}, + {file = "statsmodels-0.14.2-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:50fcb633987779e795142f51ba49fb27648d46e8a1382b32ebe8e503aaabaa9e"}, + {file = "statsmodels-0.14.2-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:876794068abfaeed41df71b7887000031ecf44fbfa6b50d53ccb12ebb4ab747a"}, + {file = "statsmodels-0.14.2-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:7a91f6c4943de13e3ce2e20ee3b5d26d02bd42300616a421becd53756f5deb37"}, + {file = "statsmodels-0.14.2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:4864a1c4615c5ea5f2e3b078a75bdedc90dd9da210a37e0738e064b419eccee2"}, + {file = "statsmodels-0.14.2-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:afbd92410e0df06f3d8c4e7c0e2e71f63f4969531f280fb66059e2ecdb6e0415"}, + {file = "statsmodels-0.14.2-cp311-cp311-win_amd64.whl", hash = "sha256:8e004cfad0e46ce73fe3f3812010c746f0d4cfd48e307b45c14e9e360f3d2510"}, + {file = "statsmodels-0.14.2-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:eb0ba1ad3627705f5ae20af6b2982f500546d43892543b36c7bca3e2f87105e7"}, + {file = "statsmodels-0.14.2-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:90fd2f0110b73fc3fa5a2f21c3ca99b0e22285cccf38e56b5b8fd8ce28791b0f"}, + {file = "statsmodels-0.14.2-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ac780ad9ff552773798829a0b9c46820b0faa10e6454891f5e49a845123758ab"}, + {file = "statsmodels-0.14.2-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:55d1742778400ae67acb04b50a2c7f5804182f8a874bd09ca397d69ed159a751"}, + {file = "statsmodels-0.14.2-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:f870d14a587ea58a3b596aa994c2ed889cc051f9e450e887d2c83656fc6a64bf"}, + {file = "statsmodels-0.14.2-cp312-cp312-win_amd64.whl", hash = "sha256:f450fcbae214aae66bd9d2b9af48e0f8ba1cb0e8596c6ebb34e6e3f0fec6542c"}, + {file = "statsmodels-0.14.2-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:201c3d00929c4a67cda1fe05b098c8dcf1b1eeefa88e80a8f963a844801ed59f"}, + {file = "statsmodels-0.14.2-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:9edefa4ce08e40bc1d67d2f79bc686ee5e238e801312b5a029ee7786448c389a"}, + {file = "statsmodels-0.14.2-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:29c78a7601fdae1aa32104c5ebff2e0b72c26f33e870e2f94ab1bcfd927ece9b"}, + {file = "statsmodels-0.14.2-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f36494df7c03d63168fccee5038a62f469469ed6a4dd6eaeb9338abedcd0d5f5"}, + {file = "statsmodels-0.14.2-cp39-cp39-win_amd64.whl", hash = "sha256:8875823bdd41806dc853333cc4e1b7ef9481bad2380a999e66ea42382cf2178d"}, + {file = "statsmodels-0.14.2.tar.gz", hash = "sha256:890550147ad3a81cda24f0ba1a5c4021adc1601080bd00e191ae7cd6feecd6ad"}, +] + +[package.dependencies] +numpy = ">=1.22.3" +packaging = ">=21.3" +pandas = ">=1.4,<2.1.0 || >2.1.0" +patsy = ">=0.5.6" +scipy = ">=1.8,<1.9.2 || >1.9.2" + +[package.extras] +build = ["cython (>=0.29.33)"] +develop = ["colorama", "cython (>=0.29.33)", "cython (>=3.0.10,<4)", "flake8", "isort", "joblib", "matplotlib (>=3)", "pytest (>=7.3.0,<8)", "pytest-cov", "pytest-randomly", "pytest-xdist", "pywinpty", "setuptools-scm[toml] (>=8.0,<9.0)"] +docs = ["ipykernel", "jupyter-client", "matplotlib", "nbconvert", "nbformat", "numpydoc", "pandas-datareader", "sphinx"] + +[[package]] +name = "tenacity" +version = "9.0.0" +description = "Retry code until it succeeds" +optional = false +python-versions = ">=3.8" +files = [ + {file = "tenacity-9.0.0-py3-none-any.whl", hash = "sha256:93de0c98785b27fcf659856aa9f54bfbd399e29969b0621bc7f762bd441b4539"}, + {file = "tenacity-9.0.0.tar.gz", hash = "sha256:807f37ca97d62aa361264d497b0e31e92b8027044942bfa756160d908320d73b"}, +] + +[package.extras] +doc = ["reno", "sphinx"] +test = ["pytest", "tornado (>=4.5)", "typeguard"] + +[[package]] +name = "threadpoolctl" +version = "3.5.0" +description = "threadpoolctl" +optional = false +python-versions = ">=3.8" +files = [ + {file = "threadpoolctl-3.5.0-py3-none-any.whl", hash = "sha256:56c1e26c150397e58c4926da8eeee87533b1e32bef131bd4bf6a2f45f3185467"}, + {file = "threadpoolctl-3.5.0.tar.gz", hash = "sha256:082433502dd922bf738de0d8bcc4fdcbf0979ff44c42bd40f5af8a282f6fa107"}, +] + +[[package]] +name = "tqdm" +version = "4.66.5" +description = "Fast, Extensible Progress Meter" +optional = false +python-versions = ">=3.7" +files = [ + {file = "tqdm-4.66.5-py3-none-any.whl", hash = "sha256:90279a3770753eafc9194a0364852159802111925aa30eb3f9d85b0e805ac7cd"}, + {file = "tqdm-4.66.5.tar.gz", hash = "sha256:e1020aef2e5096702d8a025ac7d16b1577279c9d63f8375b63083e9a5f0fcbad"}, +] + +[package.dependencies] +colorama = {version = "*", markers = "platform_system == \"Windows\""} + +[package.extras] +dev = ["pytest (>=6)", "pytest-cov", "pytest-timeout", "pytest-xdist"] +notebook = ["ipywidgets (>=6)"] +slack = ["slack-sdk"] +telegram = ["requests"] + +[[package]] +name = "typeguard" +version = "4.3.0" +description = "Run-time type checker for Python" +optional = false +python-versions = ">=3.8" +files = [ + {file = "typeguard-4.3.0-py3-none-any.whl", hash = "sha256:4d24c5b39a117f8a895b9da7a9b3114f04eb63bade45a4492de49b175b6f7dfa"}, + {file = "typeguard-4.3.0.tar.gz", hash = "sha256:92ee6a0aec9135181eae6067ebd617fd9de8d75d714fb548728a4933b1dea651"}, +] + +[package.dependencies] +typing-extensions = ">=4.10.0" + +[package.extras] +doc = ["Sphinx (>=7)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme (>=1.3.0)"] +test = ["coverage[toml] (>=7)", "mypy (>=1.2.0)", "pytest (>=7)"] + +[[package]] +name = "typer" +version = "0.12.5" +description = "Typer, build great CLIs. Easy to code. Based on Python type hints." +optional = false +python-versions = ">=3.7" +files = [ + {file = "typer-0.12.5-py3-none-any.whl", hash = "sha256:62fe4e471711b147e3365034133904df3e235698399bc4de2b36c8579298d52b"}, + {file = "typer-0.12.5.tar.gz", hash = "sha256:f592f089bedcc8ec1b974125d64851029c3b1af145f04aca64d69410f0c9b722"}, +] + +[package.dependencies] +click = ">=8.0.0" +rich = ">=10.11.0" +shellingham = ">=1.3.0" +typing-extensions = ">=3.7.4.3" + +[[package]] +name = "typing-extensions" +version = "4.12.2" +description = "Backported and Experimental Type Hints for Python 3.8+" +optional = false +python-versions = ">=3.8" +files = [ + {file = "typing_extensions-4.12.2-py3-none-any.whl", hash = "sha256:04e5ca0351e0f3f85c6853954072df659d0d13fac324d0072316b67d7794700d"}, + {file = "typing_extensions-4.12.2.tar.gz", hash = "sha256:1a7ead55c7e559dd4dee8856e3a88b41225abfe1ce8df57b7c13915fe121ffb8"}, +] + +[[package]] +name = "typing-inspect" +version = "0.9.0" +description = "Runtime inspection utilities for typing module." +optional = false +python-versions = "*" +files = [ + {file = "typing_inspect-0.9.0-py3-none-any.whl", hash = "sha256:9ee6fc59062311ef8547596ab6b955e1b8aa46242d854bfc78f4f6b0eff35f9f"}, + {file = "typing_inspect-0.9.0.tar.gz", hash = "sha256:b23fc42ff6f6ef6954e4852c1fb512cdd18dbea03134f91f856a95ccc9461f78"}, +] + +[package.dependencies] +mypy-extensions = ">=0.3.0" +typing-extensions = ">=3.7.4" + +[[package]] +name = "tzdata" +version = "2024.1" +description = "Provider of IANA time zone data" +optional = false +python-versions = ">=2" +files = [ + {file = "tzdata-2024.1-py2.py3-none-any.whl", hash = "sha256:9068bc196136463f5245e51efda838afa15aaeca9903f49050dfa2679db4d252"}, + {file = "tzdata-2024.1.tar.gz", hash = "sha256:2674120f8d891909751c38abcdfd386ac0a5a1127954fbc332af6b5ceae07efd"}, +] + +[[package]] +name = "ujson" +version = "5.10.0" +description = "Ultra fast JSON encoder and decoder for Python" +optional = false +python-versions = ">=3.8" +files = [ + {file = "ujson-5.10.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:2601aa9ecdbee1118a1c2065323bda35e2c5a2cf0797ef4522d485f9d3ef65bd"}, + {file = "ujson-5.10.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:348898dd702fc1c4f1051bc3aacbf894caa0927fe2c53e68679c073375f732cf"}, + {file = "ujson-5.10.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:22cffecf73391e8abd65ef5f4e4dd523162a3399d5e84faa6aebbf9583df86d6"}, + {file = "ujson-5.10.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:26b0e2d2366543c1bb4fbd457446f00b0187a2bddf93148ac2da07a53fe51569"}, + {file = "ujson-5.10.0-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:caf270c6dba1be7a41125cd1e4fc7ba384bf564650beef0df2dd21a00b7f5770"}, + {file = "ujson-5.10.0-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:a245d59f2ffe750446292b0094244df163c3dc96b3ce152a2c837a44e7cda9d1"}, + {file = "ujson-5.10.0-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:94a87f6e151c5f483d7d54ceef83b45d3a9cca7a9cb453dbdbb3f5a6f64033f5"}, + {file = "ujson-5.10.0-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:29b443c4c0a113bcbb792c88bea67b675c7ca3ca80c3474784e08bba01c18d51"}, + {file = "ujson-5.10.0-cp310-cp310-win32.whl", hash = "sha256:c18610b9ccd2874950faf474692deee4223a994251bc0a083c114671b64e6518"}, + {file = "ujson-5.10.0-cp310-cp310-win_amd64.whl", hash = "sha256:924f7318c31874d6bb44d9ee1900167ca32aa9b69389b98ecbde34c1698a250f"}, + {file = "ujson-5.10.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:a5b366812c90e69d0f379a53648be10a5db38f9d4ad212b60af00bd4048d0f00"}, + {file = "ujson-5.10.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:502bf475781e8167f0f9d0e41cd32879d120a524b22358e7f205294224c71126"}, + {file = "ujson-5.10.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5b91b5d0d9d283e085e821651184a647699430705b15bf274c7896f23fe9c9d8"}, + {file = "ujson-5.10.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:129e39af3a6d85b9c26d5577169c21d53821d8cf68e079060602e861c6e5da1b"}, + {file = "ujson-5.10.0-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:f77b74475c462cb8b88680471193064d3e715c7c6074b1c8c412cb526466efe9"}, + {file = "ujson-5.10.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:7ec0ca8c415e81aa4123501fee7f761abf4b7f386aad348501a26940beb1860f"}, + {file = "ujson-5.10.0-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:ab13a2a9e0b2865a6c6db9271f4b46af1c7476bfd51af1f64585e919b7c07fd4"}, + {file = "ujson-5.10.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:57aaf98b92d72fc70886b5a0e1a1ca52c2320377360341715dd3933a18e827b1"}, + {file = "ujson-5.10.0-cp311-cp311-win32.whl", hash = "sha256:2987713a490ceb27edff77fb184ed09acdc565db700ee852823c3dc3cffe455f"}, + {file = "ujson-5.10.0-cp311-cp311-win_amd64.whl", hash = "sha256:f00ea7e00447918ee0eff2422c4add4c5752b1b60e88fcb3c067d4a21049a720"}, + {file = "ujson-5.10.0-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:98ba15d8cbc481ce55695beee9f063189dce91a4b08bc1d03e7f0152cd4bbdd5"}, + {file = "ujson-5.10.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:a9d2edbf1556e4f56e50fab7d8ff993dbad7f54bac68eacdd27a8f55f433578e"}, + {file = "ujson-5.10.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:6627029ae4f52d0e1a2451768c2c37c0c814ffc04f796eb36244cf16b8e57043"}, + {file = "ujson-5.10.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f8ccb77b3e40b151e20519c6ae6d89bfe3f4c14e8e210d910287f778368bb3d1"}, + {file = "ujson-5.10.0-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:f3caf9cd64abfeb11a3b661329085c5e167abbe15256b3b68cb5d914ba7396f3"}, + {file = "ujson-5.10.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:6e32abdce572e3a8c3d02c886c704a38a1b015a1fb858004e03d20ca7cecbb21"}, + {file = "ujson-5.10.0-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:a65b6af4d903103ee7b6f4f5b85f1bfd0c90ba4eeac6421aae436c9988aa64a2"}, + {file = "ujson-5.10.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:604a046d966457b6cdcacc5aa2ec5314f0e8c42bae52842c1e6fa02ea4bda42e"}, + {file = "ujson-5.10.0-cp312-cp312-win32.whl", hash = "sha256:6dea1c8b4fc921bf78a8ff00bbd2bfe166345f5536c510671bccececb187c80e"}, + {file = "ujson-5.10.0-cp312-cp312-win_amd64.whl", hash = "sha256:38665e7d8290188b1e0d57d584eb8110951a9591363316dd41cf8686ab1d0abc"}, + {file = "ujson-5.10.0-cp313-cp313-macosx_10_9_x86_64.whl", hash = "sha256:618efd84dc1acbd6bff8eaa736bb6c074bfa8b8a98f55b61c38d4ca2c1f7f287"}, + {file = "ujson-5.10.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:38d5d36b4aedfe81dfe251f76c0467399d575d1395a1755de391e58985ab1c2e"}, + {file = "ujson-5.10.0-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:67079b1f9fb29ed9a2914acf4ef6c02844b3153913eb735d4bf287ee1db6e557"}, + {file = "ujson-5.10.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d7d0e0ceeb8fe2468c70ec0c37b439dd554e2aa539a8a56365fd761edb418988"}, + {file = "ujson-5.10.0-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:59e02cd37bc7c44d587a0ba45347cc815fb7a5fe48de16bf05caa5f7d0d2e816"}, + {file = "ujson-5.10.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:2a890b706b64e0065f02577bf6d8ca3b66c11a5e81fb75d757233a38c07a1f20"}, + {file = "ujson-5.10.0-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:621e34b4632c740ecb491efc7f1fcb4f74b48ddb55e65221995e74e2d00bbff0"}, + {file = "ujson-5.10.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:b9500e61fce0cfc86168b248104e954fead61f9be213087153d272e817ec7b4f"}, + {file = "ujson-5.10.0-cp313-cp313-win32.whl", hash = "sha256:4c4fc16f11ac1612f05b6f5781b384716719547e142cfd67b65d035bd85af165"}, + {file = "ujson-5.10.0-cp313-cp313-win_amd64.whl", hash = "sha256:4573fd1695932d4f619928fd09d5d03d917274381649ade4328091ceca175539"}, + {file = "ujson-5.10.0-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:a984a3131da7f07563057db1c3020b1350a3e27a8ec46ccbfbf21e5928a43050"}, + {file = "ujson-5.10.0-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:73814cd1b9db6fc3270e9d8fe3b19f9f89e78ee9d71e8bd6c9a626aeaeaf16bd"}, + {file = "ujson-5.10.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:61e1591ed9376e5eddda202ec229eddc56c612b61ac6ad07f96b91460bb6c2fb"}, + {file = "ujson-5.10.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d2c75269f8205b2690db4572a4a36fe47cd1338e4368bc73a7a0e48789e2e35a"}, + {file = "ujson-5.10.0-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:7223f41e5bf1f919cd8d073e35b229295aa8e0f7b5de07ed1c8fddac63a6bc5d"}, + {file = "ujson-5.10.0-cp38-cp38-musllinux_1_2_aarch64.whl", hash = "sha256:d4dc2fd6b3067c0782e7002ac3b38cf48608ee6366ff176bbd02cf969c9c20fe"}, + {file = "ujson-5.10.0-cp38-cp38-musllinux_1_2_i686.whl", hash = "sha256:232cc85f8ee3c454c115455195a205074a56ff42608fd6b942aa4c378ac14dd7"}, + {file = "ujson-5.10.0-cp38-cp38-musllinux_1_2_x86_64.whl", hash = "sha256:cc6139531f13148055d691e442e4bc6601f6dba1e6d521b1585d4788ab0bfad4"}, + {file = "ujson-5.10.0-cp38-cp38-win32.whl", hash = "sha256:e7ce306a42b6b93ca47ac4a3b96683ca554f6d35dd8adc5acfcd55096c8dfcb8"}, + {file = "ujson-5.10.0-cp38-cp38-win_amd64.whl", hash = "sha256:e82d4bb2138ab05e18f089a83b6564fee28048771eb63cdecf4b9b549de8a2cc"}, + {file = "ujson-5.10.0-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:dfef2814c6b3291c3c5f10065f745a1307d86019dbd7ea50e83504950136ed5b"}, + {file = "ujson-5.10.0-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:4734ee0745d5928d0ba3a213647f1c4a74a2a28edc6d27b2d6d5bd9fa4319e27"}, + {file = "ujson-5.10.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d47ebb01bd865fdea43da56254a3930a413f0c5590372a1241514abae8aa7c76"}, + {file = "ujson-5.10.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:dee5e97c2496874acbf1d3e37b521dd1f307349ed955e62d1d2f05382bc36dd5"}, + {file = "ujson-5.10.0-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:7490655a2272a2d0b072ef16b0b58ee462f4973a8f6bbe64917ce5e0a256f9c0"}, + {file = "ujson-5.10.0-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:ba17799fcddaddf5c1f75a4ba3fd6441f6a4f1e9173f8a786b42450851bd74f1"}, + {file = "ujson-5.10.0-cp39-cp39-musllinux_1_2_i686.whl", hash = "sha256:2aff2985cef314f21d0fecc56027505804bc78802c0121343874741650a4d3d1"}, + {file = "ujson-5.10.0-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:ad88ac75c432674d05b61184178635d44901eb749786c8eb08c102330e6e8996"}, + {file = "ujson-5.10.0-cp39-cp39-win32.whl", hash = "sha256:2544912a71da4ff8c4f7ab5606f947d7299971bdd25a45e008e467ca638d13c9"}, + {file = "ujson-5.10.0-cp39-cp39-win_amd64.whl", hash = "sha256:3ff201d62b1b177a46f113bb43ad300b424b7847f9c5d38b1b4ad8f75d4a282a"}, + {file = "ujson-5.10.0-pp310-pypy310_pp73-macosx_10_9_x86_64.whl", hash = "sha256:5b6fee72fa77dc172a28f21693f64d93166534c263adb3f96c413ccc85ef6e64"}, + {file = "ujson-5.10.0-pp310-pypy310_pp73-macosx_11_0_arm64.whl", hash = "sha256:61d0af13a9af01d9f26d2331ce49bb5ac1fb9c814964018ac8df605b5422dcb3"}, + {file = "ujson-5.10.0-pp310-pypy310_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ecb24f0bdd899d368b715c9e6664166cf694d1e57be73f17759573a6986dd95a"}, + {file = "ujson-5.10.0-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:fbd8fd427f57a03cff3ad6574b5e299131585d9727c8c366da4624a9069ed746"}, + {file = "ujson-5.10.0-pp310-pypy310_pp73-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:beeaf1c48e32f07d8820c705ff8e645f8afa690cca1544adba4ebfa067efdc88"}, + {file = "ujson-5.10.0-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:baed37ea46d756aca2955e99525cc02d9181de67f25515c468856c38d52b5f3b"}, + {file = "ujson-5.10.0-pp38-pypy38_pp73-macosx_10_9_x86_64.whl", hash = "sha256:7663960f08cd5a2bb152f5ee3992e1af7690a64c0e26d31ba7b3ff5b2ee66337"}, + {file = "ujson-5.10.0-pp38-pypy38_pp73-macosx_11_0_arm64.whl", hash = "sha256:d8640fb4072d36b08e95a3a380ba65779d356b2fee8696afeb7794cf0902d0a1"}, + {file = "ujson-5.10.0-pp38-pypy38_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:78778a3aa7aafb11e7ddca4e29f46bc5139131037ad628cc10936764282d6753"}, + {file = "ujson-5.10.0-pp38-pypy38_pp73-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:b0111b27f2d5c820e7f2dbad7d48e3338c824e7ac4d2a12da3dc6061cc39c8e6"}, + {file = "ujson-5.10.0-pp38-pypy38_pp73-win_amd64.whl", hash = "sha256:c66962ca7565605b355a9ed478292da628b8f18c0f2793021ca4425abf8b01e5"}, + {file = "ujson-5.10.0-pp39-pypy39_pp73-macosx_10_9_x86_64.whl", hash = "sha256:ba43cc34cce49cf2d4bc76401a754a81202d8aa926d0e2b79f0ee258cb15d3a4"}, + {file = "ujson-5.10.0-pp39-pypy39_pp73-macosx_11_0_arm64.whl", hash = "sha256:ac56eb983edce27e7f51d05bc8dd820586c6e6be1c5216a6809b0c668bb312b8"}, + {file = "ujson-5.10.0-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f44bd4b23a0e723bf8b10628288c2c7c335161d6840013d4d5de20e48551773b"}, + {file = "ujson-5.10.0-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:7c10f4654e5326ec14a46bcdeb2b685d4ada6911050aa8baaf3501e57024b804"}, + {file = "ujson-5.10.0-pp39-pypy39_pp73-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:0de4971a89a762398006e844ae394bd46991f7c385d7a6a3b93ba229e6dac17e"}, + {file = "ujson-5.10.0-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:e1402f0564a97d2a52310ae10a64d25bcef94f8dd643fcf5d310219d915484f7"}, + {file = "ujson-5.10.0.tar.gz", hash = "sha256:b3cd8f3c5d8c7738257f1018880444f7b7d9b66232c64649f562d7ba86ad4bc1"}, +] + +[[package]] +name = "urllib3" +version = "2.2.2" +description = "HTTP library with thread-safe connection pooling, file post, and more." +optional = false +python-versions = ">=3.8" +files = [ + {file = "urllib3-2.2.2-py3-none-any.whl", hash = "sha256:a448b2f64d686155468037e1ace9f2d2199776e17f0a46610480d311f73e3472"}, + {file = "urllib3-2.2.2.tar.gz", hash = "sha256:dd505485549a7a552833da5e6063639d0d177c04f23bc3864e41e5dc5f612168"}, +] + +[package.extras] +brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)"] +h2 = ["h2 (>=4,<5)"] +socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"] +zstd = ["zstandard (>=0.18.0)"] + +[[package]] +name = "uvicorn" +version = "0.30.6" +description = "The lightning-fast ASGI server." +optional = false +python-versions = ">=3.8" +files = [ + {file = "uvicorn-0.30.6-py3-none-any.whl", hash = "sha256:65fd46fe3fda5bdc1b03b94eb634923ff18cd35b2f084813ea79d1f103f711b5"}, + {file = "uvicorn-0.30.6.tar.gz", hash = "sha256:4b15decdda1e72be08209e860a1e10e92439ad5b97cf44cc945fcbee66fc5788"}, +] + +[package.dependencies] +click = ">=7.0" +colorama = {version = ">=0.4", optional = true, markers = "sys_platform == \"win32\" and extra == \"standard\""} +h11 = ">=0.8" +httptools = {version = ">=0.5.0", optional = true, markers = "extra == \"standard\""} +python-dotenv = {version = ">=0.13", optional = true, markers = "extra == \"standard\""} +pyyaml = {version = ">=5.1", optional = true, markers = "extra == \"standard\""} +uvloop = {version = ">=0.14.0,<0.15.0 || >0.15.0,<0.15.1 || >0.15.1", optional = true, markers = "(sys_platform != \"win32\" and sys_platform != \"cygwin\") and platform_python_implementation != \"PyPy\" and extra == \"standard\""} +watchfiles = {version = ">=0.13", optional = true, markers = "extra == \"standard\""} +websockets = {version = ">=10.4", optional = true, markers = "extra == \"standard\""} + +[package.extras] +standard = ["colorama (>=0.4)", "httptools (>=0.5.0)", "python-dotenv (>=0.13)", "pyyaml (>=5.1)", "uvloop (>=0.14.0,!=0.15.0,!=0.15.1)", "watchfiles (>=0.13)", "websockets (>=10.4)"] + +[[package]] +name = "uvloop" +version = "0.20.0" +description = "Fast implementation of asyncio event loop on top of libuv" +optional = false +python-versions = ">=3.8.0" +files = [ + {file = "uvloop-0.20.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:9ebafa0b96c62881d5cafa02d9da2e44c23f9f0cd829f3a32a6aff771449c996"}, + {file = "uvloop-0.20.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:35968fc697b0527a06e134999eef859b4034b37aebca537daeb598b9d45a137b"}, + {file = "uvloop-0.20.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b16696f10e59d7580979b420eedf6650010a4a9c3bd8113f24a103dfdb770b10"}, + {file = "uvloop-0.20.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9b04d96188d365151d1af41fa2d23257b674e7ead68cfd61c725a422764062ae"}, + {file = "uvloop-0.20.0-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:94707205efbe809dfa3a0d09c08bef1352f5d3d6612a506f10a319933757c006"}, + {file = "uvloop-0.20.0-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:89e8d33bb88d7263f74dc57d69f0063e06b5a5ce50bb9a6b32f5fcbe655f9e73"}, + {file = "uvloop-0.20.0-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:e50289c101495e0d1bb0bfcb4a60adde56e32f4449a67216a1ab2750aa84f037"}, + {file = "uvloop-0.20.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:e237f9c1e8a00e7d9ddaa288e535dc337a39bcbf679f290aee9d26df9e72bce9"}, + {file = "uvloop-0.20.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:746242cd703dc2b37f9d8b9f173749c15e9a918ddb021575a0205ec29a38d31e"}, + {file = "uvloop-0.20.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:82edbfd3df39fb3d108fc079ebc461330f7c2e33dbd002d146bf7c445ba6e756"}, + {file = "uvloop-0.20.0-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:80dc1b139516be2077b3e57ce1cb65bfed09149e1d175e0478e7a987863b68f0"}, + {file = "uvloop-0.20.0-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:4f44af67bf39af25db4c1ac27e82e9665717f9c26af2369c404be865c8818dcf"}, + {file = "uvloop-0.20.0-cp312-cp312-macosx_10_9_universal2.whl", hash = "sha256:4b75f2950ddb6feed85336412b9a0c310a2edbcf4cf931aa5cfe29034829676d"}, + {file = "uvloop-0.20.0-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:77fbc69c287596880ecec2d4c7a62346bef08b6209749bf6ce8c22bbaca0239e"}, + {file = "uvloop-0.20.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:6462c95f48e2d8d4c993a2950cd3d31ab061864d1c226bbf0ee2f1a8f36674b9"}, + {file = "uvloop-0.20.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:649c33034979273fa71aa25d0fe120ad1777c551d8c4cd2c0c9851d88fcb13ab"}, + {file = "uvloop-0.20.0-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:3a609780e942d43a275a617c0839d85f95c334bad29c4c0918252085113285b5"}, + {file = "uvloop-0.20.0-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:aea15c78e0d9ad6555ed201344ae36db5c63d428818b4b2a42842b3870127c00"}, + {file = "uvloop-0.20.0-cp38-cp38-macosx_10_9_universal2.whl", hash = "sha256:f0e94b221295b5e69de57a1bd4aeb0b3a29f61be6e1b478bb8a69a73377db7ba"}, + {file = "uvloop-0.20.0-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:fee6044b64c965c425b65a4e17719953b96e065c5b7e09b599ff332bb2744bdf"}, + {file = "uvloop-0.20.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:265a99a2ff41a0fd56c19c3838b29bf54d1d177964c300dad388b27e84fd7847"}, + {file = "uvloop-0.20.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b10c2956efcecb981bf9cfb8184d27d5d64b9033f917115a960b83f11bfa0d6b"}, + {file = "uvloop-0.20.0-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:e7d61fe8e8d9335fac1bf8d5d82820b4808dd7a43020c149b63a1ada953d48a6"}, + {file = "uvloop-0.20.0-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:2beee18efd33fa6fdb0976e18475a4042cd31c7433c866e8a09ab604c7c22ff2"}, + {file = "uvloop-0.20.0-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:d8c36fdf3e02cec92aed2d44f63565ad1522a499c654f07935c8f9d04db69e95"}, + {file = "uvloop-0.20.0-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:a0fac7be202596c7126146660725157d4813aa29a4cc990fe51346f75ff8fde7"}, + {file = "uvloop-0.20.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:9d0fba61846f294bce41eb44d60d58136090ea2b5b99efd21cbdf4e21927c56a"}, + {file = "uvloop-0.20.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:95720bae002ac357202e0d866128eb1ac82545bcf0b549b9abe91b5178d9b541"}, + {file = "uvloop-0.20.0-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:36c530d8fa03bfa7085af54a48f2ca16ab74df3ec7108a46ba82fd8b411a2315"}, + {file = "uvloop-0.20.0-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:e97152983442b499d7a71e44f29baa75b3b02e65d9c44ba53b10338e98dedb66"}, + {file = "uvloop-0.20.0.tar.gz", hash = "sha256:4603ca714a754fc8d9b197e325db25b2ea045385e8a3ad05d3463de725fdf469"}, +] + +[package.extras] +docs = ["Sphinx (>=4.1.2,<4.2.0)", "sphinx-rtd-theme (>=0.5.2,<0.6.0)", "sphinxcontrib-asyncio (>=0.3.0,<0.4.0)"] +test = ["Cython (>=0.29.36,<0.30.0)", "aiohttp (==3.9.0b0)", "aiohttp (>=3.8.1)", "flake8 (>=5.0,<6.0)", "mypy (>=0.800)", "psutil", "pyOpenSSL (>=23.0.0,<23.1.0)", "pycodestyle (>=2.9.0,<2.10.0)"] + +[[package]] +name = "watchdog" +version = "5.0.0" +description = "Filesystem events monitoring" +optional = false +python-versions = ">=3.9" +files = [ + {file = "watchdog-5.0.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:bf3216ec994eabb2212df9861f19056ca0d4cd3516d56cb95801933876519bfe"}, + {file = "watchdog-5.0.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:cb59ad83a1700304fc1ac7bc53ae9e5cbe9d60a52ed9bba8e2e2d782a201bb2b"}, + {file = "watchdog-5.0.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:1228cb097e855d1798b550be8f0e9f0cfbac4384f9a3e91f66d250d03e11294e"}, + {file = "watchdog-5.0.0-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:3c177085c3d210d1c73cb4569442bdaef706ebebc423bd7aed9e90fc12b2e553"}, + {file = "watchdog-5.0.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:01ab36cddc836a0f202c66267daaef92ba5c17c7d6436deff0587bb61234c5c9"}, + {file = "watchdog-5.0.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:0834c21efa3e767849b09e667274604c7cdfe30b49eb95d794565c53f4db3c1e"}, + {file = "watchdog-5.0.0-cp312-cp312-macosx_10_9_universal2.whl", hash = "sha256:1e26f570dd7f5178656affb24d6f0e22ce66c8daf88d4061a27bfb9ac866b40d"}, + {file = "watchdog-5.0.0-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:d146331e6b206baa9f6dd40f72b5783ad2302c240df68e7fce196d30588ccf7b"}, + {file = "watchdog-5.0.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:6c96b1706430839872a3e33b9370ee3f7a0079f6b828129d88498ad1f96a0f45"}, + {file = "watchdog-5.0.0-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:663b096368ed7831ac42259919fdb9e0a1f0a8994d972675dfbcca0225e74de1"}, + {file = "watchdog-5.0.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:685931412978d00a91a193d9018fc9e394e565e8e7a0c275512a80e59c6e85f8"}, + {file = "watchdog-5.0.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:109daafc5b0f2a98d1fa9475ff9737eb3559d57b18129a36495e20c71de0b44f"}, + {file = "watchdog-5.0.0-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:c2b4d90962639ae7cee371ea3a8da506831945d4418eee090c53bc38e6648dc6"}, + {file = "watchdog-5.0.0-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:6e58eafe9cc5ceebe1562cdb89bacdcd0ef470896e8b0139fe677a5abec243da"}, + {file = "watchdog-5.0.0-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:b8d747bf6d8fe5ce89cb1a36c3724d1599bd4cde3f90fcba518e6260c7058a52"}, + {file = "watchdog-5.0.0-pp310-pypy310_pp73-macosx_10_15_x86_64.whl", hash = "sha256:bc16d448a74a929b896ed9578c25756b2125400b19b3258be8d9a681c7ae8e71"}, + {file = "watchdog-5.0.0-pp310-pypy310_pp73-macosx_11_0_arm64.whl", hash = "sha256:7e6b0e9b8a9dc3865d65888b5f5222da4ba9c4e09eab13cff5e305e7b7e7248f"}, + {file = "watchdog-5.0.0-pp39-pypy39_pp73-macosx_10_15_x86_64.whl", hash = "sha256:4fe6780915000743074236b21b6c37419aea71112af62237881bc265589fe463"}, + {file = "watchdog-5.0.0-pp39-pypy39_pp73-macosx_11_0_arm64.whl", hash = "sha256:0710e9502727f688a7e06d48078545c54485b3d6eb53b171810879d8223c362a"}, + {file = "watchdog-5.0.0-py3-none-manylinux2014_aarch64.whl", hash = "sha256:d76efab5248aafbf8a2c2a63cd7b9545e6b346ad1397af8b862a3bb3140787d8"}, + {file = "watchdog-5.0.0-py3-none-manylinux2014_armv7l.whl", hash = "sha256:ff4e957c45c446de34c513eadce01d0b65da7eee47c01dce472dd136124552c9"}, + {file = "watchdog-5.0.0-py3-none-manylinux2014_i686.whl", hash = "sha256:16c1aa3377bb1f82c5e24277fcbf4e2cac3c4ce46aaaf7212d53caa9076eb7b7"}, + {file = "watchdog-5.0.0-py3-none-manylinux2014_ppc64.whl", hash = "sha256:22fcad6168fc43cf0e709bd854be5b8edbb0b260f0a6f28f1ea9baa53c6907f7"}, + {file = "watchdog-5.0.0-py3-none-manylinux2014_ppc64le.whl", hash = "sha256:0120b2fa65732797ffa65fa8ee5540c288aa861d91447df298626d6385a24658"}, + {file = "watchdog-5.0.0-py3-none-manylinux2014_s390x.whl", hash = "sha256:2aa59fab7ff75281778c649557275ca3085eccbdf825a0e2a5ca3810e977afe5"}, + {file = "watchdog-5.0.0-py3-none-manylinux2014_x86_64.whl", hash = "sha256:78db0fe0336958fc0e1269545c980b6f33d04d184ba191b2800a8b71d3e971a9"}, + {file = "watchdog-5.0.0-py3-none-win32.whl", hash = "sha256:d1acef802916083f2ad7988efc7decf07e46e266916c0a09d8fb9d387288ea12"}, + {file = "watchdog-5.0.0-py3-none-win_amd64.whl", hash = "sha256:3c2d50fdb86aa6df3973313272f5a17eb26eab29ff5a0bf54b6d34597b4dc4e4"}, + {file = "watchdog-5.0.0-py3-none-win_ia64.whl", hash = "sha256:1d17ec7e022c34fa7ddc72aa41bf28c9d1207ffb193df18ba4f6fde453725b3c"}, + {file = "watchdog-5.0.0.tar.gz", hash = "sha256:990aedb9e2f336b45a70aed9c014450e7c4a70fd99c5f5b1834d57e1453a177e"}, +] + +[package.extras] +watchmedo = ["PyYAML (>=3.10)"] + +[[package]] +name = "watchfiles" +version = "0.23.0" +description = "Simple, modern and high performance file watching and code reload in python." +optional = false +python-versions = ">=3.8" +files = [ + {file = "watchfiles-0.23.0-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:bee8ce357a05c20db04f46c22be2d1a2c6a8ed365b325d08af94358e0688eeb4"}, + {file = "watchfiles-0.23.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:4ccd3011cc7ee2f789af9ebe04745436371d36afe610028921cab9f24bb2987b"}, + {file = "watchfiles-0.23.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:fb02d41c33be667e6135e6686f1bb76104c88a312a18faa0ef0262b5bf7f1a0f"}, + {file = "watchfiles-0.23.0-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:7cf12ac34c444362f3261fb3ff548f0037ddd4c5bb85f66c4be30d2936beb3c5"}, + {file = "watchfiles-0.23.0-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:a0b2c25040a3c0ce0e66c7779cc045fdfbbb8d59e5aabfe033000b42fe44b53e"}, + {file = "watchfiles-0.23.0-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:ecf2be4b9eece4f3da8ba5f244b9e51932ebc441c0867bd6af46a3d97eb068d6"}, + {file = "watchfiles-0.23.0-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:40cb8fa00028908211eb9f8d47744dca21a4be6766672e1ff3280bee320436f1"}, + {file = "watchfiles-0.23.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8f48c917ffd36ff9a5212614c2d0d585fa8b064ca7e66206fb5c095015bc8207"}, + {file = "watchfiles-0.23.0-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:9d183e3888ada88185ab17064079c0db8c17e32023f5c278d7bf8014713b1b5b"}, + {file = "watchfiles-0.23.0-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:9837edf328b2805346f91209b7e660f65fb0e9ca18b7459d075d58db082bf981"}, + {file = "watchfiles-0.23.0-cp310-none-win32.whl", hash = "sha256:296e0b29ab0276ca59d82d2da22cbbdb39a23eed94cca69aed274595fb3dfe42"}, + {file = "watchfiles-0.23.0-cp310-none-win_amd64.whl", hash = "sha256:4ea756e425ab2dfc8ef2a0cb87af8aa7ef7dfc6fc46c6f89bcf382121d4fff75"}, + {file = "watchfiles-0.23.0-cp311-cp311-macosx_10_12_x86_64.whl", hash = "sha256:e397b64f7aaf26915bf2ad0f1190f75c855d11eb111cc00f12f97430153c2eab"}, + {file = "watchfiles-0.23.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:b4ac73b02ca1824ec0a7351588241fd3953748d3774694aa7ddb5e8e46aef3e3"}, + {file = "watchfiles-0.23.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:130a896d53b48a1cecccfa903f37a1d87dbb74295305f865a3e816452f6e49e4"}, + {file = "watchfiles-0.23.0-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:c5e7803a65eb2d563c73230e9d693c6539e3c975ccfe62526cadde69f3fda0cf"}, + {file = "watchfiles-0.23.0-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:d1aa4cc85202956d1a65c88d18c7b687b8319dbe6b1aec8969784ef7a10e7d1a"}, + {file = "watchfiles-0.23.0-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:87f889f6e58849ddb7c5d2cb19e2e074917ed1c6e3ceca50405775166492cca8"}, + {file = "watchfiles-0.23.0-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:37fd826dac84c6441615aa3f04077adcc5cac7194a021c9f0d69af20fb9fa788"}, + {file = "watchfiles-0.23.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ee7db6e36e7a2c15923072e41ea24d9a0cf39658cb0637ecc9307b09d28827e1"}, + {file = "watchfiles-0.23.0-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:2368c5371c17fdcb5a2ea71c5c9d49f9b128821bfee69503cc38eae00feb3220"}, + {file = "watchfiles-0.23.0-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:857af85d445b9ba9178db95658c219dbd77b71b8264e66836a6eba4fbf49c320"}, + {file = "watchfiles-0.23.0-cp311-none-win32.whl", hash = "sha256:1d636c8aeb28cdd04a4aa89030c4b48f8b2954d8483e5f989774fa441c0ed57b"}, + {file = "watchfiles-0.23.0-cp311-none-win_amd64.whl", hash = "sha256:46f1d8069a95885ca529645cdbb05aea5837d799965676e1b2b1f95a4206313e"}, + {file = "watchfiles-0.23.0-cp311-none-win_arm64.whl", hash = "sha256:e495ed2a7943503766c5d1ff05ae9212dc2ce1c0e30a80d4f0d84889298fa304"}, + {file = "watchfiles-0.23.0-cp312-cp312-macosx_10_12_x86_64.whl", hash = "sha256:1db691bad0243aed27c8354b12d60e8e266b75216ae99d33e927ff5238d270b5"}, + {file = "watchfiles-0.23.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:62d2b18cb1edaba311fbbfe83fb5e53a858ba37cacb01e69bc20553bb70911b8"}, + {file = "watchfiles-0.23.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e087e8fdf1270d000913c12e6eca44edd02aad3559b3e6b8ef00f0ce76e0636f"}, + {file = "watchfiles-0.23.0-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:dd41d5c72417b87c00b1b635738f3c283e737d75c5fa5c3e1c60cd03eac3af77"}, + {file = "watchfiles-0.23.0-cp312-cp312-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:1e5f3ca0ff47940ce0a389457b35d6df601c317c1e1a9615981c474452f98de1"}, + {file = "watchfiles-0.23.0-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:6991e3a78f642368b8b1b669327eb6751439f9f7eaaa625fae67dd6070ecfa0b"}, + {file = "watchfiles-0.23.0-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:7f7252f52a09f8fa5435dc82b6af79483118ce6bd51eb74e6269f05ee22a7b9f"}, + {file = "watchfiles-0.23.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0e01bcb8d767c58865207a6c2f2792ad763a0fe1119fb0a430f444f5b02a5ea0"}, + {file = "watchfiles-0.23.0-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:8e56fbcdd27fce061854ddec99e015dd779cae186eb36b14471fc9ae713b118c"}, + {file = "watchfiles-0.23.0-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:bd3e2d64500a6cad28bcd710ee6269fbeb2e5320525acd0cfab5f269ade68581"}, + {file = "watchfiles-0.23.0-cp312-none-win32.whl", hash = "sha256:eb99c954291b2fad0eff98b490aa641e128fbc4a03b11c8a0086de8b7077fb75"}, + {file = "watchfiles-0.23.0-cp312-none-win_amd64.whl", hash = "sha256:dccc858372a56080332ea89b78cfb18efb945da858fabeb67f5a44fa0bcb4ebb"}, + {file = "watchfiles-0.23.0-cp312-none-win_arm64.whl", hash = "sha256:6c21a5467f35c61eafb4e394303720893066897fca937bade5b4f5877d350ff8"}, + {file = "watchfiles-0.23.0-cp313-cp313-macosx_10_12_x86_64.whl", hash = "sha256:ba31c32f6b4dceeb2be04f717811565159617e28d61a60bb616b6442027fd4b9"}, + {file = "watchfiles-0.23.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:85042ab91814fca99cec4678fc063fb46df4cbb57b4835a1cc2cb7a51e10250e"}, + {file = "watchfiles-0.23.0-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:24655e8c1c9c114005c3868a3d432c8aa595a786b8493500071e6a52f3d09217"}, + {file = "watchfiles-0.23.0-cp313-cp313-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:6b1a950ab299a4a78fd6369a97b8763732bfb154fdb433356ec55a5bce9515c1"}, + {file = "watchfiles-0.23.0-cp313-cp313-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:b8d3c5cd327dd6ce0edfc94374fb5883d254fe78a5e9d9dfc237a1897dc73cd1"}, + {file = "watchfiles-0.23.0-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:9ff785af8bacdf0be863ec0c428e3288b817e82f3d0c1d652cd9c6d509020dd0"}, + {file = "watchfiles-0.23.0-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:02b7ba9d4557149410747353e7325010d48edcfe9d609a85cb450f17fd50dc3d"}, + {file = "watchfiles-0.23.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:48a1b05c0afb2cd2f48c1ed2ae5487b116e34b93b13074ed3c22ad5c743109f0"}, + {file = "watchfiles-0.23.0-cp313-cp313-musllinux_1_1_aarch64.whl", hash = "sha256:109a61763e7318d9f821b878589e71229f97366fa6a5c7720687d367f3ab9eef"}, + {file = "watchfiles-0.23.0-cp313-cp313-musllinux_1_1_x86_64.whl", hash = "sha256:9f8e6bb5ac007d4a4027b25f09827ed78cbbd5b9700fd6c54429278dacce05d1"}, + {file = "watchfiles-0.23.0-cp313-none-win32.whl", hash = "sha256:f46c6f0aec8d02a52d97a583782d9af38c19a29900747eb048af358a9c1d8e5b"}, + {file = "watchfiles-0.23.0-cp313-none-win_amd64.whl", hash = "sha256:f449afbb971df5c6faeb0a27bca0427d7b600dd8f4a068492faec18023f0dcff"}, + {file = "watchfiles-0.23.0-cp38-cp38-macosx_10_12_x86_64.whl", hash = "sha256:2dddc2487d33e92f8b6222b5fb74ae2cfde5e8e6c44e0248d24ec23befdc5366"}, + {file = "watchfiles-0.23.0-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:e75695cc952e825fa3e0684a7f4a302f9128721f13eedd8dbd3af2ba450932b8"}, + {file = "watchfiles-0.23.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:2537ef60596511df79b91613a5bb499b63f46f01a11a81b0a2b0dedf645d0a9c"}, + {file = "watchfiles-0.23.0-cp38-cp38-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:20b423b58f5fdde704a226b598a2d78165fe29eb5621358fe57ea63f16f165c4"}, + {file = "watchfiles-0.23.0-cp38-cp38-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:b98732ec893975455708d6fc9a6daab527fc8bbe65be354a3861f8c450a632a4"}, + {file = "watchfiles-0.23.0-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:ee1f5fcbf5bc33acc0be9dd31130bcba35d6d2302e4eceafafd7d9018c7755ab"}, + {file = "watchfiles-0.23.0-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:a8f195338a5a7b50a058522b39517c50238358d9ad8284fd92943643144c0c03"}, + {file = "watchfiles-0.23.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:524fcb8d59b0dbee2c9b32207084b67b2420f6431ed02c18bd191e6c575f5c48"}, + {file = "watchfiles-0.23.0-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:0eff099a4df36afaa0eea7a913aa64dcf2cbd4e7a4f319a73012210af4d23810"}, + {file = "watchfiles-0.23.0-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:a8323daae27ea290ba3350c70c836c0d2b0fb47897fa3b0ca6a5375b952b90d3"}, + {file = "watchfiles-0.23.0-cp38-none-win32.whl", hash = "sha256:aafea64a3ae698695975251f4254df2225e2624185a69534e7fe70581066bc1b"}, + {file = "watchfiles-0.23.0-cp38-none-win_amd64.whl", hash = "sha256:c846884b2e690ba62a51048a097acb6b5cd263d8bd91062cd6137e2880578472"}, + {file = "watchfiles-0.23.0-cp39-cp39-macosx_10_12_x86_64.whl", hash = "sha256:a753993635eccf1ecb185dedcc69d220dab41804272f45e4aef0a67e790c3eb3"}, + {file = "watchfiles-0.23.0-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:6bb91fa4d0b392f0f7e27c40981e46dda9eb0fbc84162c7fb478fe115944f491"}, + {file = "watchfiles-0.23.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b1f67312efa3902a8e8496bfa9824d3bec096ff83c4669ea555c6bdd213aa516"}, + {file = "watchfiles-0.23.0-cp39-cp39-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:7ca6b71dcc50d320c88fb2d88ecd63924934a8abc1673683a242a7ca7d39e781"}, + {file = "watchfiles-0.23.0-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:2aec5c29915caf08771d2507da3ac08e8de24a50f746eb1ed295584ba1820330"}, + {file = "watchfiles-0.23.0-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:1733b9bc2c8098c6bdb0ff7a3d7cb211753fecb7bd99bdd6df995621ee1a574b"}, + {file = "watchfiles-0.23.0-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:02ff5d7bd066c6a7673b17c8879cd8ee903078d184802a7ee851449c43521bdd"}, + {file = "watchfiles-0.23.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:18e2de19801b0eaa4c5292a223effb7cfb43904cb742c5317a0ac686ed604765"}, + {file = "watchfiles-0.23.0-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:8ada449e22198c31fb013ae7e9add887e8d2bd2335401abd3cbc55f8c5083647"}, + {file = "watchfiles-0.23.0-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:3af1b05361e1cc497bf1be654a664750ae61f5739e4bb094a2be86ec8c6db9b6"}, + {file = "watchfiles-0.23.0-cp39-none-win32.whl", hash = "sha256:486bda18be5d25ab5d932699ceed918f68eb91f45d018b0343e3502e52866e5e"}, + {file = "watchfiles-0.23.0-cp39-none-win_amd64.whl", hash = "sha256:d2d42254b189a346249424fb9bb39182a19289a2409051ee432fb2926bad966a"}, + {file = "watchfiles-0.23.0-pp310-pypy310_pp73-macosx_10_12_x86_64.whl", hash = "sha256:6a9265cf87a5b70147bfb2fec14770ed5b11a5bb83353f0eee1c25a81af5abfe"}, + {file = "watchfiles-0.23.0-pp310-pypy310_pp73-macosx_11_0_arm64.whl", hash = "sha256:9f02a259fcbbb5fcfe7a0805b1097ead5ba7a043e318eef1db59f93067f0b49b"}, + {file = "watchfiles-0.23.0-pp310-pypy310_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1ebaebb53b34690da0936c256c1cdb0914f24fb0e03da76d185806df9328abed"}, + {file = "watchfiles-0.23.0-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:fd257f98cff9c6cb39eee1a83c7c3183970d8a8d23e8cf4f47d9a21329285cee"}, + {file = "watchfiles-0.23.0-pp38-pypy38_pp73-macosx_10_12_x86_64.whl", hash = "sha256:aba037c1310dd108411d27b3d5815998ef0e83573e47d4219f45753c710f969f"}, + {file = "watchfiles-0.23.0-pp38-pypy38_pp73-macosx_11_0_arm64.whl", hash = "sha256:a96ac14e184aa86dc43b8a22bb53854760a58b2966c2b41580de938e9bf26ed0"}, + {file = "watchfiles-0.23.0-pp38-pypy38_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:11698bb2ea5e991d10f1f4f83a39a02f91e44e4bd05f01b5c1ec04c9342bf63c"}, + {file = "watchfiles-0.23.0-pp38-pypy38_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:efadd40fca3a04063d40c4448c9303ce24dd6151dc162cfae4a2a060232ebdcb"}, + {file = "watchfiles-0.23.0-pp39-pypy39_pp73-macosx_10_12_x86_64.whl", hash = "sha256:556347b0abb4224c5ec688fc58214162e92a500323f50182f994f3ad33385dcb"}, + {file = "watchfiles-0.23.0-pp39-pypy39_pp73-macosx_11_0_arm64.whl", hash = "sha256:1cf7f486169986c4b9d34087f08ce56a35126600b6fef3028f19ca16d5889071"}, + {file = "watchfiles-0.23.0-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f18de0f82c62c4197bea5ecf4389288ac755896aac734bd2cc44004c56e4ac47"}, + {file = "watchfiles-0.23.0-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:532e1f2c491274d1333a814e4c5c2e8b92345d41b12dc806cf07aaff786beb66"}, + {file = "watchfiles-0.23.0.tar.gz", hash = "sha256:9338ade39ff24f8086bb005d16c29f8e9f19e55b18dcb04dfa26fcbc09da497b"}, +] + +[package.dependencies] +anyio = ">=3.0.0" + +[[package]] +name = "websockets" +version = "13.0" +description = "An implementation of the WebSocket Protocol (RFC 6455 & 7692)" +optional = false +python-versions = ">=3.8" +files = [ + {file = "websockets-13.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:ad4fa707ff9e2ffee019e946257b5300a45137a58f41fbd9a4db8e684ab61528"}, + {file = "websockets-13.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:6fd757f313c13c34dae9f126d3ba4cf97175859c719e57c6a614b781c86b617e"}, + {file = "websockets-13.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:cbac2eb7ce0fac755fb983c9247c4a60c4019bcde4c0e4d167aeb17520cc7ef1"}, + {file = "websockets-13.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d4b83cf7354cbbc058e97b3e545dceb75b8d9cf17fd5a19db419c319ddbaaf7a"}, + {file = "websockets-13.0-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:9202c0010c78fad1041e1c5285232b6508d3633f92825687549540a70e9e5901"}, + {file = "websockets-13.0-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3e6566e79c8c7cbea75ec450f6e1828945fc5c9a4769ceb1c7b6e22470539712"}, + {file = "websockets-13.0-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:e7fcad070dcd9ad37a09d89a4cbc2a5e3e45080b88977c0da87b3090f9f55ead"}, + {file = "websockets-13.0-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:0a8f7d65358a25172db00c69bcc7df834155ee24229f560d035758fd6613111a"}, + {file = "websockets-13.0-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:63b702fb31e3f058f946ccdfa551f4d57a06f7729c369e8815eb18643099db37"}, + {file = "websockets-13.0-cp310-cp310-win32.whl", hash = "sha256:3a20cf14ba7b482c4a1924b5e061729afb89c890ca9ed44ac4127c6c5986e424"}, + {file = "websockets-13.0-cp310-cp310-win_amd64.whl", hash = "sha256:587245f0704d0bb675f919898d7473e8827a6d578e5a122a21756ca44b811ec8"}, + {file = "websockets-13.0-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:06df8306c241c235075d2ae77367038e701e53bc8c1bb4f6644f4f53aa6dedd0"}, + {file = "websockets-13.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:85a1f92a02f0b8c1bf02699731a70a8a74402bb3f82bee36e7768b19a8ed9709"}, + {file = "websockets-13.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:9ed02c604349068d46d87ef4c2012c112c791f2bec08671903a6bb2bd9c06784"}, + {file = "websockets-13.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b89849171b590107f6724a7b0790736daead40926ddf47eadf998b4ff51d6414"}, + {file = "websockets-13.0-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:939a16849d71203628157a5e4a495da63967c744e1e32018e9b9e2689aca64d4"}, + {file = "websockets-13.0-cp311-cp311-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ad818cdac37c0ad4c58e51cb4964eae4f18b43c4a83cb37170b0d90c31bd80cf"}, + {file = "websockets-13.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:cbfe82a07596a044de78bb7a62519e71690c5812c26c5f1d4b877e64e4f46309"}, + {file = "websockets-13.0-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:e07e76c49f39c5b45cbd7362b94f001ae209a3ea4905ae9a09cfd53b3c76373d"}, + {file = "websockets-13.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:372f46a0096cfda23c88f7e42349a33f8375e10912f712e6b496d3a9a557290f"}, + {file = "websockets-13.0-cp311-cp311-win32.whl", hash = "sha256:376a43a4fd96725f13450d3d2e98f4f36c3525c562ab53d9a98dd2950dca9a8a"}, + {file = "websockets-13.0-cp311-cp311-win_amd64.whl", hash = "sha256:2be1382a4daa61e2f3e2be3b3c86932a8db9d1f85297feb6e9df22f391f94452"}, + {file = "websockets-13.0-cp312-cp312-macosx_10_9_universal2.whl", hash = "sha256:b5407c34776b9b77bd89a5f95eb0a34aaf91889e3f911c63f13035220eb50107"}, + {file = "websockets-13.0-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:4782ec789f059f888c1e8fdf94383d0e64b531cffebbf26dd55afd53ab487ca4"}, + {file = "websockets-13.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:c8feb8e19ef65c9994e652c5b0324abd657bedd0abeb946fb4f5163012c1e730"}, + {file = "websockets-13.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d3f3d2e20c442b58dbac593cb1e02bc02d149a86056cc4126d977ad902472e3b"}, + {file = "websockets-13.0-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:e39d393e0ab5b8bd01717cc26f2922026050188947ff54fe6a49dc489f7750b7"}, + {file = "websockets-13.0-cp312-cp312-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:1f661a4205741bdc88ac9c2b2ec003c72cee97e4acd156eb733662ff004ba429"}, + {file = "websockets-13.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:384129ad0490e06bab2b98c1da9b488acb35bb11e2464c728376c6f55f0d45f3"}, + {file = "websockets-13.0-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:df5c0eff91f61b8205a6c9f7b255ff390cdb77b61c7b41f79ca10afcbb22b6cb"}, + {file = "websockets-13.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:02cc9bb1a887dac0e08bf657c5d00aa3fac0d03215d35a599130c2034ae6663a"}, + {file = "websockets-13.0-cp312-cp312-win32.whl", hash = "sha256:d9726d2c9bd6aed8cb994d89b3910ca0079406edce3670886ec828a73e7bdd53"}, + {file = "websockets-13.0-cp312-cp312-win_amd64.whl", hash = "sha256:fa0839f35322f7b038d8adcf679e2698c3a483688cc92e3bd15ee4fb06669e9a"}, + {file = "websockets-13.0-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:da7e501e59857e8e3e9d10586139dc196b80445a591451ca9998aafba1af5278"}, + {file = "websockets-13.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:a00e1e587c655749afb5b135d8d3edcfe84ec6db864201e40a882e64168610b3"}, + {file = "websockets-13.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:a7fbf2a8fe7556a8f4e68cb3e736884af7bf93653e79f6219f17ebb75e97d8f0"}, + {file = "websockets-13.0-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:7ea9c9c7443a97ea4d84d3e4d42d0e8c4235834edae652993abcd2aff94affd7"}, + {file = "websockets-13.0-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:35c2221b539b360203f3f9ad168e527bf16d903e385068ae842c186efb13d0ea"}, + {file = "websockets-13.0-cp313-cp313-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:358d37c5c431dd050ffb06b4b075505aae3f4f795d7fff9794e5ed96ce99b998"}, + {file = "websockets-13.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:038e7a0f1bfafc7bf52915ab3506b7a03d1e06381e9f60440c856e8918138151"}, + {file = "websockets-13.0-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:fd038bc9e2c134847f1e0ce3191797fad110756e690c2fdd9702ed34e7a43abb"}, + {file = "websockets-13.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:93b8c2008f372379fb6e5d2b3f7c9ec32f7b80316543fd3a5ace6610c5cde1b0"}, + {file = "websockets-13.0-cp313-cp313-win32.whl", hash = "sha256:851fd0afb3bc0b73f7c5b5858975d42769a5fdde5314f4ef2c106aec63100687"}, + {file = "websockets-13.0-cp313-cp313-win_amd64.whl", hash = "sha256:7d14901fdcf212804970c30ab9ee8f3f0212e620c7ea93079d6534863444fb4e"}, + {file = "websockets-13.0-cp38-cp38-macosx_10_9_universal2.whl", hash = "sha256:ae7a519a56a714f64c3445cabde9fc2fc927e7eae44f413eae187cddd9e54178"}, + {file = "websockets-13.0-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:5575031472ca87302aeb2ce2c2349f4c6ea978c86a9d1289bc5d16058ad4c10a"}, + {file = "websockets-13.0-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:9895df6cd0bfe79d09bcd1dbdc03862846f26fbd93797153de954306620c1d00"}, + {file = "websockets-13.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a4de299c947a54fca9ce1c5fd4a08eb92ffce91961becb13bd9195f7c6e71b47"}, + {file = "websockets-13.0-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:05c25f7b849702950b6fd0e233989bb73a0d2bc83faa3b7233313ca395205f6d"}, + {file = "websockets-13.0-cp38-cp38-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ede95125a30602b1691a4b1da88946bf27dae283cf30f22cd2cb8ca4b2e0d119"}, + {file = "websockets-13.0-cp38-cp38-musllinux_1_2_aarch64.whl", hash = "sha256:addf0a16e4983280efed272d8cb3b2e05f0051755372461e7d966b80a6554e16"}, + {file = "websockets-13.0-cp38-cp38-musllinux_1_2_i686.whl", hash = "sha256:06b3186e97bf9a33921fa60734d5ed90f2a9b407cce8d23c7333a0984049ef61"}, + {file = "websockets-13.0-cp38-cp38-musllinux_1_2_x86_64.whl", hash = "sha256:eae368cac85adc4c7dc3b0d5f84ffcca609d658db6447387300478e44db70796"}, + {file = "websockets-13.0-cp38-cp38-win32.whl", hash = "sha256:337837ac788d955728b1ab01876d72b73da59819a3388e1c5e8e05c3999f1afa"}, + {file = "websockets-13.0-cp38-cp38-win_amd64.whl", hash = "sha256:f66e00e42f25ca7e91076366303e11c82572ca87cc5aae51e6e9c094f315ab41"}, + {file = "websockets-13.0-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:94c1c02721139fe9940b38d28fb15b4b782981d800d5f40f9966264fbf23dcc8"}, + {file = "websockets-13.0-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:bd4ba86513430513e2aa25a441bb538f6f83734dc368a2c5d18afdd39097aa33"}, + {file = "websockets-13.0-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:a1ab8f0e0cadc5be5f3f9fa11a663957fecbf483d434762c8dfb8aa44948944a"}, + {file = "websockets-13.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:3670def5d3dfd5af6f6e2b3b243ea8f1f72d8da1ef927322f0703f85c90d9603"}, + {file = "websockets-13.0-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:6058b6be92743358885ad6dcdecb378fde4a4c74d4dd16a089d07580c75a0e80"}, + {file = "websockets-13.0-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:516062a0a8ef5ecbfa4acbaec14b199fc070577834f9fe3d40800a99f92523ca"}, + {file = "websockets-13.0-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:da7e918d82e7bdfc6f66d31febe1b2e28a1ca3387315f918de26f5e367f61572"}, + {file = "websockets-13.0-cp39-cp39-musllinux_1_2_i686.whl", hash = "sha256:9cc7f35dcb49a4e32db82a849fcc0714c4d4acc9d2273aded2d61f87d7f660b7"}, + {file = "websockets-13.0-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:f5737c53eb2c8ed8f64b50d3dafd3c1dae739f78aa495a288421ac1b3de82717"}, + {file = "websockets-13.0-cp39-cp39-win32.whl", hash = "sha256:265e1f0d3f788ce8ef99dca591a1aec5263b26083ca0934467ad9a1d1181067c"}, + {file = "websockets-13.0-cp39-cp39-win_amd64.whl", hash = "sha256:4d70c89e3d3b347a7c4d3c33f8d323f0584c9ceb69b82c2ef8a174ca84ea3d4a"}, + {file = "websockets-13.0-pp310-pypy310_pp73-macosx_10_15_x86_64.whl", hash = "sha256:602cbd010d8c21c8475f1798b705bb18567eb189c533ab5ef568bc3033fdf417"}, + {file = "websockets-13.0-pp310-pypy310_pp73-macosx_11_0_arm64.whl", hash = "sha256:bf8eb5dca4f484a60f5327b044e842e0d7f7cdbf02ea6dc4a4f811259f1f1f0b"}, + {file = "websockets-13.0-pp310-pypy310_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:89d795c1802d99a643bf689b277e8604c14b5af1bc0a31dade2cd7a678087212"}, + {file = "websockets-13.0-pp310-pypy310_pp73-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:788bc841d250beccff67a20a5a53a15657a60111ef9c0c0a97fbdd614fae0fe2"}, + {file = "websockets-13.0-pp310-pypy310_pp73-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:7334752052532c156d28b8eaf3558137e115c7871ea82adff69b6d94a7bee273"}, + {file = "websockets-13.0-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:e7a1963302947332c3039e3f66209ec73b1626f8a0191649e0713c391e9f5b0d"}, + {file = "websockets-13.0-pp38-pypy38_pp73-macosx_10_9_x86_64.whl", hash = "sha256:2e1cf4e1eb84b4fd74a47688e8b0940c89a04ad9f6937afa43d468e71128cd68"}, + {file = "websockets-13.0-pp38-pypy38_pp73-macosx_11_0_arm64.whl", hash = "sha256:c026ee729c4ce55708a14b839ba35086dfae265fc12813b62d34ce33f4980c1c"}, + {file = "websockets-13.0-pp38-pypy38_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f5f9d23fbbf96eefde836d9692670bfc89e2d159f456d499c5efcf6a6281c1af"}, + {file = "websockets-13.0-pp38-pypy38_pp73-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:6ad684cb7efce227d756bae3e8484f2e56aa128398753b54245efdfbd1108f2c"}, + {file = "websockets-13.0-pp38-pypy38_pp73-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e1e10b3fbed7be4a59831d3a939900e50fcd34d93716e433d4193a4d0d1d335d"}, + {file = "websockets-13.0-pp38-pypy38_pp73-win_amd64.whl", hash = "sha256:d42a818e634f789350cd8fb413a3f5eec1cf0400a53d02062534c41519f5125c"}, + {file = "websockets-13.0-pp39-pypy39_pp73-macosx_10_15_x86_64.whl", hash = "sha256:e5ba5e9b332267d0f2c33ede390061850f1ac3ee6cd1bdcf4c5ea33ead971966"}, + {file = "websockets-13.0-pp39-pypy39_pp73-macosx_11_0_arm64.whl", hash = "sha256:f9af457ed593e35f467140d8b61d425495b127744a9d65d45a366f8678449a23"}, + {file = "websockets-13.0-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:bcea3eb58c09c3a31cc83b45c06d5907f02ddaf10920aaa6443975310f699b95"}, + {file = "websockets-13.0-pp39-pypy39_pp73-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:c210d1460dc8d326ffdef9703c2f83269b7539a1690ad11ae04162bc1878d33d"}, + {file = "websockets-13.0-pp39-pypy39_pp73-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b32f38bc81170fd56d0482d505b556e52bf9078b36819a8ba52624bd6667e39e"}, + {file = "websockets-13.0-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:81a11a1ddd5320429db47c04d35119c3e674d215173d87aaeb06ae80f6e9031f"}, + {file = "websockets-13.0-py3-none-any.whl", hash = "sha256:dbbac01e80aee253d44c4f098ab3cc17c822518519e869b284cfbb8cd16cc9de"}, + {file = "websockets-13.0.tar.gz", hash = "sha256:b7bf950234a482b7461afdb2ec99eee3548ec4d53f418c7990bb79c620476602"}, +] + +[[package]] +name = "wrapt" +version = "1.16.0" +description = "Module for decorators, wrappers and monkey patching." +optional = false +python-versions = ">=3.6" +files = [ + {file = "wrapt-1.16.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:ffa565331890b90056c01db69c0fe634a776f8019c143a5ae265f9c6bc4bd6d4"}, + {file = "wrapt-1.16.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:e4fdb9275308292e880dcbeb12546df7f3e0f96c6b41197e0cf37d2826359020"}, + {file = "wrapt-1.16.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:bb2dee3874a500de01c93d5c71415fcaef1d858370d405824783e7a8ef5db440"}, + {file = "wrapt-1.16.0-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:2a88e6010048489cda82b1326889ec075a8c856c2e6a256072b28eaee3ccf487"}, + {file = "wrapt-1.16.0-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ac83a914ebaf589b69f7d0a1277602ff494e21f4c2f743313414378f8f50a4cf"}, + {file = "wrapt-1.16.0-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:73aa7d98215d39b8455f103de64391cb79dfcad601701a3aa0dddacf74911d72"}, + {file = "wrapt-1.16.0-cp310-cp310-musllinux_1_1_i686.whl", hash = "sha256:807cc8543a477ab7422f1120a217054f958a66ef7314f76dd9e77d3f02cdccd0"}, + {file = "wrapt-1.16.0-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:bf5703fdeb350e36885f2875d853ce13172ae281c56e509f4e6eca049bdfb136"}, + {file = "wrapt-1.16.0-cp310-cp310-win32.whl", hash = "sha256:f6b2d0c6703c988d334f297aa5df18c45e97b0af3679bb75059e0e0bd8b1069d"}, + {file = "wrapt-1.16.0-cp310-cp310-win_amd64.whl", hash = "sha256:decbfa2f618fa8ed81c95ee18a387ff973143c656ef800c9f24fb7e9c16054e2"}, + {file = "wrapt-1.16.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:1a5db485fe2de4403f13fafdc231b0dbae5eca4359232d2efc79025527375b09"}, + {file = "wrapt-1.16.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:75ea7d0ee2a15733684badb16de6794894ed9c55aa5e9903260922f0482e687d"}, + {file = "wrapt-1.16.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a452f9ca3e3267cd4d0fcf2edd0d035b1934ac2bd7e0e57ac91ad6b95c0c6389"}, + {file = "wrapt-1.16.0-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:43aa59eadec7890d9958748db829df269f0368521ba6dc68cc172d5d03ed8060"}, + {file = "wrapt-1.16.0-cp311-cp311-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:72554a23c78a8e7aa02abbd699d129eead8b147a23c56e08d08dfc29cfdddca1"}, + {file = "wrapt-1.16.0-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:d2efee35b4b0a347e0d99d28e884dfd82797852d62fcd7ebdeee26f3ceb72cf3"}, + {file = "wrapt-1.16.0-cp311-cp311-musllinux_1_1_i686.whl", hash = "sha256:6dcfcffe73710be01d90cae08c3e548d90932d37b39ef83969ae135d36ef3956"}, + {file = "wrapt-1.16.0-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:eb6e651000a19c96f452c85132811d25e9264d836951022d6e81df2fff38337d"}, + {file = "wrapt-1.16.0-cp311-cp311-win32.whl", hash = "sha256:66027d667efe95cc4fa945af59f92c5a02c6f5bb6012bff9e60542c74c75c362"}, + {file = "wrapt-1.16.0-cp311-cp311-win_amd64.whl", hash = "sha256:aefbc4cb0a54f91af643660a0a150ce2c090d3652cf4052a5397fb2de549cd89"}, + {file = "wrapt-1.16.0-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:5eb404d89131ec9b4f748fa5cfb5346802e5ee8836f57d516576e61f304f3b7b"}, + {file = "wrapt-1.16.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:9090c9e676d5236a6948330e83cb89969f433b1943a558968f659ead07cb3b36"}, + {file = "wrapt-1.16.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:94265b00870aa407bd0cbcfd536f17ecde43b94fb8d228560a1e9d3041462d73"}, + {file = "wrapt-1.16.0-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:f2058f813d4f2b5e3a9eb2eb3faf8f1d99b81c3e51aeda4b168406443e8ba809"}, + {file = "wrapt-1.16.0-cp312-cp312-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:98b5e1f498a8ca1858a1cdbffb023bfd954da4e3fa2c0cb5853d40014557248b"}, + {file = "wrapt-1.16.0-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:14d7dc606219cdd7405133c713f2c218d4252f2a469003f8c46bb92d5d095d81"}, + {file = "wrapt-1.16.0-cp312-cp312-musllinux_1_1_i686.whl", hash = "sha256:49aac49dc4782cb04f58986e81ea0b4768e4ff197b57324dcbd7699c5dfb40b9"}, + {file = "wrapt-1.16.0-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:418abb18146475c310d7a6dc71143d6f7adec5b004ac9ce08dc7a34e2babdc5c"}, + {file = "wrapt-1.16.0-cp312-cp312-win32.whl", hash = "sha256:685f568fa5e627e93f3b52fda002c7ed2fa1800b50ce51f6ed1d572d8ab3e7fc"}, + {file = "wrapt-1.16.0-cp312-cp312-win_amd64.whl", hash = "sha256:dcdba5c86e368442528f7060039eda390cc4091bfd1dca41e8046af7c910dda8"}, + {file = "wrapt-1.16.0-cp36-cp36m-macosx_10_9_x86_64.whl", hash = "sha256:d462f28826f4657968ae51d2181a074dfe03c200d6131690b7d65d55b0f360f8"}, + {file = "wrapt-1.16.0-cp36-cp36m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a33a747400b94b6d6b8a165e4480264a64a78c8a4c734b62136062e9a248dd39"}, + {file = "wrapt-1.16.0-cp36-cp36m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:b3646eefa23daeba62643a58aac816945cadc0afaf21800a1421eeba5f6cfb9c"}, + {file = "wrapt-1.16.0-cp36-cp36m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3ebf019be5c09d400cf7b024aa52b1f3aeebeff51550d007e92c3c1c4afc2a40"}, + {file = "wrapt-1.16.0-cp36-cp36m-musllinux_1_1_aarch64.whl", hash = "sha256:0d2691979e93d06a95a26257adb7bfd0c93818e89b1406f5a28f36e0d8c1e1fc"}, + {file = "wrapt-1.16.0-cp36-cp36m-musllinux_1_1_i686.whl", hash = "sha256:1acd723ee2a8826f3d53910255643e33673e1d11db84ce5880675954183ec47e"}, + {file = "wrapt-1.16.0-cp36-cp36m-musllinux_1_1_x86_64.whl", hash = "sha256:bc57efac2da352a51cc4658878a68d2b1b67dbe9d33c36cb826ca449d80a8465"}, + {file = "wrapt-1.16.0-cp36-cp36m-win32.whl", hash = "sha256:da4813f751142436b075ed7aa012a8778aa43a99f7b36afe9b742d3ed8bdc95e"}, + {file = "wrapt-1.16.0-cp36-cp36m-win_amd64.whl", hash = "sha256:6f6eac2360f2d543cc875a0e5efd413b6cbd483cb3ad7ebf888884a6e0d2e966"}, + {file = "wrapt-1.16.0-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:a0ea261ce52b5952bf669684a251a66df239ec6d441ccb59ec7afa882265d593"}, + {file = "wrapt-1.16.0-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:7bd2d7ff69a2cac767fbf7a2b206add2e9a210e57947dd7ce03e25d03d2de292"}, + {file = "wrapt-1.16.0-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:9159485323798c8dc530a224bd3ffcf76659319ccc7bbd52e01e73bd0241a0c5"}, + {file = "wrapt-1.16.0-cp37-cp37m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a86373cf37cd7764f2201b76496aba58a52e76dedfaa698ef9e9688bfd9e41cf"}, + {file = "wrapt-1.16.0-cp37-cp37m-musllinux_1_1_aarch64.whl", hash = "sha256:73870c364c11f03ed072dda68ff7aea6d2a3a5c3fe250d917a429c7432e15228"}, + {file = "wrapt-1.16.0-cp37-cp37m-musllinux_1_1_i686.whl", hash = "sha256:b935ae30c6e7400022b50f8d359c03ed233d45b725cfdd299462f41ee5ffba6f"}, + {file = "wrapt-1.16.0-cp37-cp37m-musllinux_1_1_x86_64.whl", hash = "sha256:db98ad84a55eb09b3c32a96c576476777e87c520a34e2519d3e59c44710c002c"}, + {file = "wrapt-1.16.0-cp37-cp37m-win32.whl", hash = "sha256:9153ed35fc5e4fa3b2fe97bddaa7cbec0ed22412b85bcdaf54aeba92ea37428c"}, + {file = "wrapt-1.16.0-cp37-cp37m-win_amd64.whl", hash = "sha256:66dfbaa7cfa3eb707bbfcd46dab2bc6207b005cbc9caa2199bcbc81d95071a00"}, + {file = "wrapt-1.16.0-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:1dd50a2696ff89f57bd8847647a1c363b687d3d796dc30d4dd4a9d1689a706f0"}, + {file = "wrapt-1.16.0-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:44a2754372e32ab315734c6c73b24351d06e77ffff6ae27d2ecf14cf3d229202"}, + {file = "wrapt-1.16.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:8e9723528b9f787dc59168369e42ae1c3b0d3fadb2f1a71de14531d321ee05b0"}, + {file = "wrapt-1.16.0-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:dbed418ba5c3dce92619656802cc5355cb679e58d0d89b50f116e4a9d5a9603e"}, + {file = "wrapt-1.16.0-cp38-cp38-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:941988b89b4fd6b41c3f0bfb20e92bd23746579736b7343283297c4c8cbae68f"}, + {file = "wrapt-1.16.0-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:6a42cd0cfa8ffc1915aef79cb4284f6383d8a3e9dcca70c445dcfdd639d51267"}, + {file = "wrapt-1.16.0-cp38-cp38-musllinux_1_1_i686.whl", hash = "sha256:1ca9b6085e4f866bd584fb135a041bfc32cab916e69f714a7d1d397f8c4891ca"}, + {file = "wrapt-1.16.0-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:d5e49454f19ef621089e204f862388d29e6e8d8b162efce05208913dde5b9ad6"}, + {file = "wrapt-1.16.0-cp38-cp38-win32.whl", hash = "sha256:c31f72b1b6624c9d863fc095da460802f43a7c6868c5dda140f51da24fd47d7b"}, + {file = "wrapt-1.16.0-cp38-cp38-win_amd64.whl", hash = "sha256:490b0ee15c1a55be9c1bd8609b8cecd60e325f0575fc98f50058eae366e01f41"}, + {file = "wrapt-1.16.0-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:9b201ae332c3637a42f02d1045e1d0cccfdc41f1f2f801dafbaa7e9b4797bfc2"}, + {file = "wrapt-1.16.0-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:2076fad65c6736184e77d7d4729b63a6d1ae0b70da4868adeec40989858eb3fb"}, + {file = "wrapt-1.16.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c5cd603b575ebceca7da5a3a251e69561bec509e0b46e4993e1cac402b7247b8"}, + {file = "wrapt-1.16.0-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:b47cfad9e9bbbed2339081f4e346c93ecd7ab504299403320bf85f7f85c7d46c"}, + {file = "wrapt-1.16.0-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f8212564d49c50eb4565e502814f694e240c55551a5f1bc841d4fcaabb0a9b8a"}, + {file = "wrapt-1.16.0-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:5f15814a33e42b04e3de432e573aa557f9f0f56458745c2074952f564c50e664"}, + {file = "wrapt-1.16.0-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:db2e408d983b0e61e238cf579c09ef7020560441906ca990fe8412153e3b291f"}, + {file = "wrapt-1.16.0-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:edfad1d29c73f9b863ebe7082ae9321374ccb10879eeabc84ba3b69f2579d537"}, + {file = "wrapt-1.16.0-cp39-cp39-win32.whl", hash = "sha256:ed867c42c268f876097248e05b6117a65bcd1e63b779e916fe2e33cd6fd0d3c3"}, + {file = "wrapt-1.16.0-cp39-cp39-win_amd64.whl", hash = "sha256:eb1b046be06b0fce7249f1d025cd359b4b80fc1c3e24ad9eca33e0dcdb2e4a35"}, + {file = "wrapt-1.16.0-py3-none-any.whl", hash = "sha256:6906c4100a8fcbf2fa735f6059214bb13b97f75b1a61777fcf6432121ef12ef1"}, + {file = "wrapt-1.16.0.tar.gz", hash = "sha256:5f370f952971e7d17c7d1ead40e49f32345a7f7a5373571ef44d800d06b1899d"}, +] + +[[package]] +name = "zipp" +version = "3.20.1" +description = "Backport of pathlib-compatible object wrapper for zip files" +optional = false +python-versions = ">=3.8" +files = [ + {file = "zipp-3.20.1-py3-none-any.whl", hash = "sha256:9960cd8967c8f85a56f920d5d507274e74f9ff813a0ab8889a5b5be2daf44064"}, + {file = "zipp-3.20.1.tar.gz", hash = "sha256:c22b14cc4763c5a5b04134207736c107db42e9d3ef2d9779d465f5f1bcba572b"}, +] + +[package.extras] +check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"] +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", "importlib-resources", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"] +type = ["pytest-mypy"] + [metadata] lock-version = "2.0" python-versions = "^3.12" -content-hash = "cc4c57f83973d4444d3eb34e26f93da92aba3a1cdd7f0d72655a8c28cba25582" +content-hash = "c6b9f7bef13adec8f46d8caf3d6dbf95161e0e6b61c6be474b921902645d5448" diff --git a/pyproject.toml b/pyproject.toml index 768b6f0..2ec6201 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -8,6 +8,8 @@ package-mode = false [tool.poetry.dependencies] python = "^3.12" +evidently = "^0.4.36" +pandera = "^0.20.3" [tool.poetry.group.dev.dependencies] @@ -19,3 +21,10 @@ pytest = "^8.3.2" [build-system] requires = ["poetry-core"] build-backend = "poetry.core.masonry.api" + + +[tool.black] +line-length = 79 + +[tool.flake8] +max-line-length = 79 \ No newline at end of file diff --git a/src/__init__.py b/src/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/src/config.yaml b/src/config.yaml new file mode 100644 index 0000000..3b3d8fe --- /dev/null +++ b/src/config.yaml @@ -0,0 +1,13 @@ +model_endpoint: http://localhost:5001/invocations +data_repo: repo-path +repo_branch: data-branch-name +current_data_version: v1.0.0 +new_data_version: v1.1.0 +feature_columns: ["mainroad", "guestroom", "basement", "hotwaterheating", + "airconditioning", "prefarea", "furnishingstatus", + "area", "bedrooms", "bathrooms", "stories", "parking"] +label_column: "price" +report_location: "s3" +report_name: evidently_report.html +current_data_local_path: ../artefacts/HousingData.csv +new_data_local_path: ../artefacts/HousingData-new.csv diff --git a/src/generate_report.py b/src/generate_report.py new file mode 100644 index 0000000..f222252 --- /dev/null +++ b/src/generate_report.py @@ -0,0 +1,23 @@ +"""Target/model drift report generation using evidently.""" + +import pandas as pd +from evidently.metric_preset import RegressionPreset, TargetDriftPreset +from evidently.report import Report + + +def generate_report( + historical_data: pd.DataFrame, + current_data: pd.DataFrame, + report_name, + report_location, +) -> None: + """Evidently target/model drift generation.""" + # Initialize Evidently's report with + # target drift and regression performance metrics + report = Report(metrics=[RegressionPreset(), TargetDriftPreset()]) + + # Generate the report comparing historical data to current data + report.run(reference_data=historical_data, current_data=current_data) + + # Save the report as an HTML file + report.save_html(report_name) diff --git a/src/get_data.py b/src/get_data.py new file mode 100644 index 0000000..fa30501 --- /dev/null +++ b/src/get_data.py @@ -0,0 +1,45 @@ +"""Get the data to be compared for drift detection.""" + +import os + +import pandas as pd +from pandera import Column, DataFrameSchema + +data_repo = os.getenv("DATA_REPO") +repo_branch = os.getenv("REPO_BRANCH") +current_data_version = os.getenv("CURRENT_DATA_VERSION") +new_data_version = os.getenv("NEW_DATA_VERSION") + + +# Pandera schema for validating the data +schema = DataFrameSchema( + { + "area": Column(float), + "bedrooms": Column(int), + "bathrooms": Column(int), + "stories": Column(int), + "mainroad": Column(str), + "guestroom": Column(str), + "basement": Column(str), + "hotwaterheating": Column(str), + "airconditioning": Column(str), + "parking": Column(int), + "prefarea": Column(str), + "furnishingstatus": Column(str), + }, + coerce=True, +) + + +def load_data(current_data_local_path, new_data_local_path, label_column): + """Load current(new) data and historical(used for training) data.""" + + historical_data = schema.validate(pd.read_csv(current_data_local_path)) + + # Current data (new incoming data) + current_data = schema.validate(pd.read_csv(new_data_local_path)) + + current_data.rename(columns={label_column: "target"}, inplace=True) + historical_data.rename(columns={label_column: "target"}, inplace=True) + + return historical_data, current_data diff --git a/src/inference.py b/src/inference.py new file mode 100644 index 0000000..01336d9 --- /dev/null +++ b/src/inference.py @@ -0,0 +1,15 @@ +"""Inference on reference data using model prediction endpoints.""" + +import numpy as np +import pandas as pd +import requests + +headers = {"Content-Type": "application/json"} + + +def predict(model_endpoint, data: pd.DataFrame): + """Get the model output for the given data using the model endpoing.""" + payload = {"dataframe_records": data.to_dict(orient="records")} + response = requests.post(model_endpoint, headers=headers, json=payload) + predictions = np.array(response.json()["predictions"]).flatten() + return predictions diff --git a/src/main.py b/src/main.py new file mode 100644 index 0000000..70cc07b --- /dev/null +++ b/src/main.py @@ -0,0 +1,46 @@ +"""Main entrypoint for drift monitoring for bridgeai regression model data.""" + +import os +import warnings + +from src.generate_report import generate_report +from src.get_data import load_data +from src.inference import predict +from src.utils import load_yaml_config + +warnings.filterwarnings("ignore") + + +def main(): + """Main entry point.""" + # load the config file + config = load_yaml_config() + + current_data_local_path = config["current_data_local_path"] + new_data_local_path = config["new_data_local_path"] + feature_columns = config["feature_columns"] + model_endpoint = os.getenv("MODEL_ENDPOINT", config["model_endpoint"]) + report_location = os.getenv("REPORT_LOCATION", config["report_location"]) + report_name = os.getenv("REPORT_NAME", config["report_name"]) + label_column = config["label_column"] + + # load the datasets + historical_data, current_data = load_data( + current_data_local_path, new_data_local_path, label_column + ) + + # Model predictions for both datasets + historical_data["prediction"] = predict( + model_endpoint, historical_data[feature_columns] + ) + current_data["prediction"] = predict( + model_endpoint, current_data[feature_columns] + ) + + generate_report( + historical_data, current_data, report_name, report_location + ) + + +if __name__ == "__main__": + main() diff --git a/src/utils.py b/src/utils.py new file mode 100644 index 0000000..e065dce --- /dev/null +++ b/src/utils.py @@ -0,0 +1,13 @@ +"""Utility functions.""" + +import os + +import yaml + + +def load_yaml_config(): + """Load the json configuration.""" + config_path = os.getenv("CONFIG_PATH", "./config.yaml") + with open(config_path, "r") as config_file: + config = yaml.safe_load(config_file) + return config From e77dc542905f5bbc592094f96121eeba184fd57f Mon Sep 17 00:00:00 2001 From: Renjith Date: Wed, 4 Sep 2024 11:46:58 +0100 Subject: [PATCH 03/10] add docs to config file --- src/config.yaml | 22 ++++++++++----------- src/{generate_report.py => drift_report.py} | 6 ++++++ src/inference.py | 2 +- src/main.py | 2 +- 4 files changed, 19 insertions(+), 13 deletions(-) rename src/{generate_report.py => drift_report.py} (90%) diff --git a/src/config.yaml b/src/config.yaml index 3b3d8fe..43fe6cc 100644 --- a/src/config.yaml +++ b/src/config.yaml @@ -1,13 +1,13 @@ -model_endpoint: http://localhost:5001/invocations -data_repo: repo-path -repo_branch: data-branch-name -current_data_version: v1.0.0 -new_data_version: v1.1.0 +model_endpoint: http://localhost:5001/invocations # model prediction endpoint +data_repo: repo-path # data repository url +repo_branch: data-branch-name # the branch name in the data repo where versioned data are kept +current_data_version: v1.0.0 # current data version from the above repo +new_data_version: v1.1.0 # new data version from the above repo feature_columns: ["mainroad", "guestroom", "basement", "hotwaterheating", "airconditioning", "prefarea", "furnishingstatus", - "area", "bedrooms", "bathrooms", "stories", "parking"] -label_column: "price" -report_location: "s3" -report_name: evidently_report.html -current_data_local_path: ../artefacts/HousingData.csv -new_data_local_path: ../artefacts/HousingData-new.csv + "area", "bedrooms", "bathrooms", "stories", "parking"] # feature columns to be used form the data +label_column: "price" # label column name +report_location: "s3" # where to save the evidently report +report_name: evidently_report.html # evidently report file name +current_data_local_path: ../artefacts/HousingData.csv # local path where the pulled current data is kept +new_data_local_path: ../artefacts/HousingData-new.csv # local path where the pulled new data is kept diff --git a/src/generate_report.py b/src/drift_report.py similarity index 90% rename from src/generate_report.py rename to src/drift_report.py index f222252..bc2ad8b 100644 --- a/src/generate_report.py +++ b/src/drift_report.py @@ -5,6 +5,11 @@ from evidently.report import Report +def push_report(): + """Push report to s3.""" + pass + + def generate_report( historical_data: pd.DataFrame, current_data: pd.DataFrame, @@ -21,3 +26,4 @@ def generate_report( # Save the report as an HTML file report.save_html(report_name) + push_report() diff --git a/src/inference.py b/src/inference.py index 01336d9..0efa664 100644 --- a/src/inference.py +++ b/src/inference.py @@ -7,7 +7,7 @@ headers = {"Content-Type": "application/json"} -def predict(model_endpoint, data: pd.DataFrame): +def predict(model_endpoint: str, data: pd.DataFrame) -> np.ndarray: """Get the model output for the given data using the model endpoing.""" payload = {"dataframe_records": data.to_dict(orient="records")} response = requests.post(model_endpoint, headers=headers, json=payload) diff --git a/src/main.py b/src/main.py index 70cc07b..4fc9807 100644 --- a/src/main.py +++ b/src/main.py @@ -3,7 +3,7 @@ import os import warnings -from src.generate_report import generate_report +from src.drift_report import generate_report from src.get_data import load_data from src.inference import predict from src.utils import load_yaml_config From 26bc627fdc8cc1e7f76ff8d96d7e627305e09735 Mon Sep 17 00:00:00 2001 From: Renjith Date: Wed, 4 Sep 2024 11:47:34 +0100 Subject: [PATCH 04/10] add some unit tests --- tests/__init__.py | 0 tests/test_generate_report.py | 49 +++++++++++++++++++++++++++++ tests/test_inference.py | 59 +++++++++++++++++++++++++++++++++++ 3 files changed, 108 insertions(+) create mode 100644 tests/__init__.py create mode 100644 tests/test_generate_report.py create mode 100644 tests/test_inference.py diff --git a/tests/__init__.py b/tests/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/tests/test_generate_report.py b/tests/test_generate_report.py new file mode 100644 index 0000000..68398c5 --- /dev/null +++ b/tests/test_generate_report.py @@ -0,0 +1,49 @@ +"""Unit tests for evidently report generation.""" + +import os +from unittest.mock import patch + +import pandas as pd + +from src.drift_report import generate_report + + +@patch("src.drift_report.push_report") +def test_generate_report(mock_push_report): + """Test evidently report generation""" + mock_push_report.return_value = None + + # Dummy arguments for generate_report function + historical_data = pd.DataFrame( + { + "feature1": [1, 2, 3], + "target": [10, 20, 30], + "prediction": [11, 22, 33], + } + ) + current_data = pd.DataFrame( + { + "feature1": [4, 10, 12], + "target": [40, 50, 60], + "prediction": [44, 55, 66], + } + ) + report_name = "test_report.html" + report_location = "./" + + # Assertions + try: + # Generate the report + generate_report( + historical_data, current_data, report_name, report_location + ) + + # Assert if the file is created + assert os.path.exists( + report_name + ), f"{report_name} file was not created." + + finally: + # Clean up: Remove the file after the test + if os.path.exists(report_name): + os.remove(report_name) diff --git a/tests/test_inference.py b/tests/test_inference.py new file mode 100644 index 0000000..88037df --- /dev/null +++ b/tests/test_inference.py @@ -0,0 +1,59 @@ +"""Unit tests for inference.""" + +from unittest.mock import ANY, patch + +import numpy as np +import pandas as pd +import pytest +import requests + +from src.inference import predict + +# Sample test data and expected output +model_endpoint = "http://test-endpoint.com/predict" +sample_data = pd.DataFrame({"feature1": [1, 2, 3], "feature2": [4, 5, 6]}) +mock_predictions = np.array([[0.9], [0.1], [0.8]]) + + +@patch("src.inference.requests.post") +def test_predict_normal_case(mock_post): + """Normal case with mocked response.""" + # Mocking the requests.post response + mock_post.return_value.json.return_value = { + "predictions": mock_predictions + } + + # Call the predict function + result = predict(model_endpoint, sample_data) + + # Assert that the result is an ndarray + assert isinstance(result, np.ndarray) + + # Assert that the result is flattened ndarray + np.testing.assert_array_equal(result, np.array(mock_predictions).flatten()) + + # Check if the mocked requests.post was called with the expected arguments + mock_post.assert_called_once_with( + model_endpoint, + headers=ANY, + json={"dataframe_records": sample_data.to_dict(orient="records")}, + ) + + +@patch("src.inference.requests.post") +def test_predict_incorrect_response_structure(mock_post): + """Test with incorrect payload.""" + # Mocking an incorrect response structure + mock_post.return_value.json.return_value = {"wrong_key": []} + + # Check if the function raises an exception or handles it gracefully + with pytest.raises(KeyError): + predict(model_endpoint, sample_data) + + +def test_predict_http_error(): + """Failed request (HTTP error)""" + # Check if the function raises an exception when the request fails + with pytest.raises(requests.exceptions.RequestException): + # a request that will definitely fail (the endpoint doesn't exist) + predict(model_endpoint, sample_data) From c2291f4d869e40d561d3201c163c277c7ff88a34 Mon Sep 17 00:00:00 2001 From: Renjith Date: Mon, 9 Sep 2024 16:44:29 +0100 Subject: [PATCH 05/10] update config and add dependancies --- config.yaml | 18 + poetry.lock | 1857 ++++++++++++++++++++++++++++++++++++++++++++++- pyproject.toml | 5 + src/config.yaml | 13 - src/utils.py | 41 ++ 5 files changed, 1912 insertions(+), 22 deletions(-) create mode 100644 config.yaml delete mode 100644 src/config.yaml diff --git a/config.yaml b/config.yaml new file mode 100644 index 0000000..93bbdfb --- /dev/null +++ b/config.yaml @@ -0,0 +1,18 @@ +model_endpoint: http://host.docker.internal:5001/invocations # model prediction endpoint +historical_data_version: v1.0.0 # historical data version from the above repo +new_data_version: v1.1.0 # new data version from the above repo +feature_columns: ["mainroad", "guestroom", "basement", "hotwaterheating", + "airconditioning", "prefarea", "furnishingstatus", + "area", "bedrooms", "bathrooms", "stories", "parking"] # feature columns to be used form the data +label_column: "price" # label column name +report_save_path: "./artefacts/evidently_report.html" # evidently report save path +historical_data_save_path: "./artefacts/historical_data.csv" # local path where the pulled historical data is kept +new_data_save_path: "./artefacts/new_data.csv" # local path where the pulled new data is kept +dvc: + git_repo_url: "https://github.com/digicatapult/bridgeAI-regression-model-data-ingestion.git" # The repo where the data is present + git_branch: "feature/testing" # The branch where the tagged data is available + data_path: "./artefacts" # Path of the data splits dvc files + dvc_remote: "s3://artifacts" # remote s3 bucket path for dvc to push and store data + dvc_remote_name: "regression-model-remote" # a name assigned to the remote + dvc_endpoint_url: "http://minio" # dvc endpoint url + dvc_region: "us-east-1" # dvc region - used for s3, just a placeholder for minio \ No newline at end of file diff --git a/poetry.lock b/poetry.lock index f161592..506b8d7 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,5 +1,206 @@ # This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. +[[package]] +name = "aiobotocore" +version = "2.14.0" +description = "Async client for aws services using botocore and aiohttp" +optional = false +python-versions = ">=3.8" +files = [ + {file = "aiobotocore-2.14.0-py3-none-any.whl", hash = "sha256:721c52f5d1221daa4851cfa9ab5db14440477f33d763da9019691c4f67163873"}, + {file = "aiobotocore-2.14.0.tar.gz", hash = "sha256:680dcbcde9cb0dcefbcddc180d273c2d048940f87f2bdb0eebe0f4c30c1e39b9"}, +] + +[package.dependencies] +aiohttp = ">=3.9.2,<4.0.0" +aioitertools = ">=0.5.1,<1.0.0" +boto3 = {version = ">=1.35.0,<1.35.8", optional = true, markers = "extra == \"boto3\""} +botocore = ">=1.35.0,<1.35.8" +wrapt = ">=1.10.10,<2.0.0" + +[package.extras] +awscli = ["awscli (>=1.34.0,<1.34.8)"] +boto3 = ["boto3 (>=1.35.0,<1.35.8)"] + +[[package]] +name = "aiohappyeyeballs" +version = "2.4.0" +description = "Happy Eyeballs for asyncio" +optional = false +python-versions = ">=3.8" +files = [ + {file = "aiohappyeyeballs-2.4.0-py3-none-any.whl", hash = "sha256:7ce92076e249169a13c2f49320d1967425eaf1f407522d707d59cac7628d62bd"}, + {file = "aiohappyeyeballs-2.4.0.tar.gz", hash = "sha256:55a1714f084e63d49639800f95716da97a1f173d46a16dfcfda0016abb93b6b2"}, +] + +[[package]] +name = "aiohttp" +version = "3.10.5" +description = "Async http client/server framework (asyncio)" +optional = false +python-versions = ">=3.8" +files = [ + {file = "aiohttp-3.10.5-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:18a01eba2574fb9edd5f6e5fb25f66e6ce061da5dab5db75e13fe1558142e0a3"}, + {file = "aiohttp-3.10.5-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:94fac7c6e77ccb1ca91e9eb4cb0ac0270b9fb9b289738654120ba8cebb1189c6"}, + {file = "aiohttp-3.10.5-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:2f1f1c75c395991ce9c94d3e4aa96e5c59c8356a15b1c9231e783865e2772699"}, + {file = "aiohttp-3.10.5-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:4f7acae3cf1a2a2361ec4c8e787eaaa86a94171d2417aae53c0cca6ca3118ff6"}, + {file = "aiohttp-3.10.5-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:94c4381ffba9cc508b37d2e536b418d5ea9cfdc2848b9a7fea6aebad4ec6aac1"}, + {file = "aiohttp-3.10.5-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:c31ad0c0c507894e3eaa843415841995bf8de4d6b2d24c6e33099f4bc9fc0d4f"}, + {file = "aiohttp-3.10.5-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0912b8a8fadeb32ff67a3ed44249448c20148397c1ed905d5dac185b4ca547bb"}, + {file = "aiohttp-3.10.5-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:0d93400c18596b7dc4794d48a63fb361b01a0d8eb39f28800dc900c8fbdaca91"}, + {file = "aiohttp-3.10.5-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:d00f3c5e0d764a5c9aa5a62d99728c56d455310bcc288a79cab10157b3af426f"}, + {file = "aiohttp-3.10.5-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:d742c36ed44f2798c8d3f4bc511f479b9ceef2b93f348671184139e7d708042c"}, + {file = "aiohttp-3.10.5-cp310-cp310-musllinux_1_2_ppc64le.whl", hash = "sha256:814375093edae5f1cb31e3407997cf3eacefb9010f96df10d64829362ae2df69"}, + {file = "aiohttp-3.10.5-cp310-cp310-musllinux_1_2_s390x.whl", hash = "sha256:8224f98be68a84b19f48e0bdc14224b5a71339aff3a27df69989fa47d01296f3"}, + {file = "aiohttp-3.10.5-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:d9a487ef090aea982d748b1b0d74fe7c3950b109df967630a20584f9a99c0683"}, + {file = "aiohttp-3.10.5-cp310-cp310-win32.whl", hash = "sha256:d9ef084e3dc690ad50137cc05831c52b6ca428096e6deb3c43e95827f531d5ef"}, + {file = "aiohttp-3.10.5-cp310-cp310-win_amd64.whl", hash = "sha256:66bf9234e08fe561dccd62083bf67400bdbf1c67ba9efdc3dac03650e97c6088"}, + {file = "aiohttp-3.10.5-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:8c6a4e5e40156d72a40241a25cc226051c0a8d816610097a8e8f517aeacd59a2"}, + {file = "aiohttp-3.10.5-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:2c634a3207a5445be65536d38c13791904fda0748b9eabf908d3fe86a52941cf"}, + {file = "aiohttp-3.10.5-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:4aff049b5e629ef9b3e9e617fa6e2dfeda1bf87e01bcfecaf3949af9e210105e"}, + {file = "aiohttp-3.10.5-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1942244f00baaacaa8155eca94dbd9e8cc7017deb69b75ef67c78e89fdad3c77"}, + {file = "aiohttp-3.10.5-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:e04a1f2a65ad2f93aa20f9ff9f1b672bf912413e5547f60749fa2ef8a644e061"}, + {file = "aiohttp-3.10.5-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:7f2bfc0032a00405d4af2ba27f3c429e851d04fad1e5ceee4080a1c570476697"}, + {file = "aiohttp-3.10.5-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:424ae21498790e12eb759040bbb504e5e280cab64693d14775c54269fd1d2bb7"}, + {file = "aiohttp-3.10.5-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:975218eee0e6d24eb336d0328c768ebc5d617609affaca5dbbd6dd1984f16ed0"}, + {file = "aiohttp-3.10.5-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:4120d7fefa1e2d8fb6f650b11489710091788de554e2b6f8347c7a20ceb003f5"}, + {file = "aiohttp-3.10.5-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:b90078989ef3fc45cf9221d3859acd1108af7560c52397ff4ace8ad7052a132e"}, + {file = "aiohttp-3.10.5-cp311-cp311-musllinux_1_2_ppc64le.whl", hash = "sha256:ba5a8b74c2a8af7d862399cdedce1533642fa727def0b8c3e3e02fcb52dca1b1"}, + {file = "aiohttp-3.10.5-cp311-cp311-musllinux_1_2_s390x.whl", hash = "sha256:02594361128f780eecc2a29939d9dfc870e17b45178a867bf61a11b2a4367277"}, + {file = "aiohttp-3.10.5-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:8fb4fc029e135859f533025bc82047334e24b0d489e75513144f25408ecaf058"}, + {file = "aiohttp-3.10.5-cp311-cp311-win32.whl", hash = "sha256:e1ca1ef5ba129718a8fc827b0867f6aa4e893c56eb00003b7367f8a733a9b072"}, + {file = "aiohttp-3.10.5-cp311-cp311-win_amd64.whl", hash = "sha256:349ef8a73a7c5665cca65c88ab24abe75447e28aa3bc4c93ea5093474dfdf0ff"}, + {file = "aiohttp-3.10.5-cp312-cp312-macosx_10_9_universal2.whl", hash = "sha256:305be5ff2081fa1d283a76113b8df7a14c10d75602a38d9f012935df20731487"}, + {file = "aiohttp-3.10.5-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:3a1c32a19ee6bbde02f1cb189e13a71b321256cc1d431196a9f824050b160d5a"}, + {file = "aiohttp-3.10.5-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:61645818edd40cc6f455b851277a21bf420ce347baa0b86eaa41d51ef58ba23d"}, + {file = "aiohttp-3.10.5-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:6c225286f2b13bab5987425558baa5cbdb2bc925b2998038fa028245ef421e75"}, + {file = "aiohttp-3.10.5-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:8ba01ebc6175e1e6b7275c907a3a36be48a2d487549b656aa90c8a910d9f3178"}, + {file = "aiohttp-3.10.5-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:8eaf44ccbc4e35762683078b72bf293f476561d8b68ec8a64f98cf32811c323e"}, + {file = "aiohttp-3.10.5-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b1c43eb1ab7cbf411b8e387dc169acb31f0ca0d8c09ba63f9eac67829585b44f"}, + {file = "aiohttp-3.10.5-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:de7a5299827253023c55ea549444e058c0eb496931fa05d693b95140a947cb73"}, + {file = "aiohttp-3.10.5-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:4790f0e15f00058f7599dab2b206d3049d7ac464dc2e5eae0e93fa18aee9e7bf"}, + {file = "aiohttp-3.10.5-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:44b324a6b8376a23e6ba25d368726ee3bc281e6ab306db80b5819999c737d820"}, + {file = "aiohttp-3.10.5-cp312-cp312-musllinux_1_2_ppc64le.whl", hash = "sha256:0d277cfb304118079e7044aad0b76685d30ecb86f83a0711fc5fb257ffe832ca"}, + {file = "aiohttp-3.10.5-cp312-cp312-musllinux_1_2_s390x.whl", hash = "sha256:54d9ddea424cd19d3ff6128601a4a4d23d54a421f9b4c0fff740505813739a91"}, + {file = "aiohttp-3.10.5-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:4f1c9866ccf48a6df2b06823e6ae80573529f2af3a0992ec4fe75b1a510df8a6"}, + {file = "aiohttp-3.10.5-cp312-cp312-win32.whl", hash = "sha256:dc4826823121783dccc0871e3f405417ac116055bf184ac04c36f98b75aacd12"}, + {file = "aiohttp-3.10.5-cp312-cp312-win_amd64.whl", hash = "sha256:22c0a23a3b3138a6bf76fc553789cb1a703836da86b0f306b6f0dc1617398abc"}, + {file = "aiohttp-3.10.5-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:7f6b639c36734eaa80a6c152a238242bedcee9b953f23bb887e9102976343092"}, + {file = "aiohttp-3.10.5-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:f29930bc2921cef955ba39a3ff87d2c4398a0394ae217f41cb02d5c26c8b1b77"}, + {file = "aiohttp-3.10.5-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:f489a2c9e6455d87eabf907ac0b7d230a9786be43fbe884ad184ddf9e9c1e385"}, + {file = "aiohttp-3.10.5-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:123dd5b16b75b2962d0fff566effb7a065e33cd4538c1692fb31c3bda2bfb972"}, + {file = "aiohttp-3.10.5-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:b98e698dc34966e5976e10bbca6d26d6724e6bdea853c7c10162a3235aba6e16"}, + {file = "aiohttp-3.10.5-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:c3b9162bab7e42f21243effc822652dc5bb5e8ff42a4eb62fe7782bcbcdfacf6"}, + {file = "aiohttp-3.10.5-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:1923a5c44061bffd5eebeef58cecf68096e35003907d8201a4d0d6f6e387ccaa"}, + {file = "aiohttp-3.10.5-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:d55f011da0a843c3d3df2c2cf4e537b8070a419f891c930245f05d329c4b0689"}, + {file = "aiohttp-3.10.5-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:afe16a84498441d05e9189a15900640a2d2b5e76cf4efe8cbb088ab4f112ee57"}, + {file = "aiohttp-3.10.5-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:f8112fb501b1e0567a1251a2fd0747baae60a4ab325a871e975b7bb67e59221f"}, + {file = "aiohttp-3.10.5-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:1e72589da4c90337837fdfe2026ae1952c0f4a6e793adbbfbdd40efed7c63599"}, + {file = "aiohttp-3.10.5-cp313-cp313-musllinux_1_2_s390x.whl", hash = "sha256:4d46c7b4173415d8e583045fbc4daa48b40e31b19ce595b8d92cf639396c15d5"}, + {file = "aiohttp-3.10.5-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:33e6bc4bab477c772a541f76cd91e11ccb6d2efa2b8d7d7883591dfb523e5987"}, + {file = "aiohttp-3.10.5-cp313-cp313-win32.whl", hash = "sha256:c58c6837a2c2a7cf3133983e64173aec11f9c2cd8e87ec2fdc16ce727bcf1a04"}, + {file = "aiohttp-3.10.5-cp313-cp313-win_amd64.whl", hash = "sha256:38172a70005252b6893088c0f5e8a47d173df7cc2b2bd88650957eb84fcf5022"}, + {file = "aiohttp-3.10.5-cp38-cp38-macosx_10_9_universal2.whl", hash = "sha256:f6f18898ace4bcd2d41a122916475344a87f1dfdec626ecde9ee802a711bc569"}, + {file = "aiohttp-3.10.5-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:5ede29d91a40ba22ac1b922ef510aab871652f6c88ef60b9dcdf773c6d32ad7a"}, + {file = "aiohttp-3.10.5-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:673f988370f5954df96cc31fd99c7312a3af0a97f09e407399f61583f30da9bc"}, + {file = "aiohttp-3.10.5-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:58718e181c56a3c02d25b09d4115eb02aafe1a732ce5714ab70326d9776457c3"}, + {file = "aiohttp-3.10.5-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:4b38b1570242fbab8d86a84128fb5b5234a2f70c2e32f3070143a6d94bc854cf"}, + {file = "aiohttp-3.10.5-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:074d1bff0163e107e97bd48cad9f928fa5a3eb4b9d33366137ffce08a63e37fe"}, + {file = "aiohttp-3.10.5-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:fd31f176429cecbc1ba499d4aba31aaccfea488f418d60376b911269d3b883c5"}, + {file = "aiohttp-3.10.5-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:7384d0b87d4635ec38db9263e6a3f1eb609e2e06087f0aa7f63b76833737b471"}, + {file = "aiohttp-3.10.5-cp38-cp38-musllinux_1_2_aarch64.whl", hash = "sha256:8989f46f3d7ef79585e98fa991e6ded55d2f48ae56d2c9fa5e491a6e4effb589"}, + {file = "aiohttp-3.10.5-cp38-cp38-musllinux_1_2_i686.whl", hash = "sha256:c83f7a107abb89a227d6c454c613e7606c12a42b9a4ca9c5d7dad25d47c776ae"}, + {file = "aiohttp-3.10.5-cp38-cp38-musllinux_1_2_ppc64le.whl", hash = "sha256:cde98f323d6bf161041e7627a5fd763f9fd829bcfcd089804a5fdce7bb6e1b7d"}, + {file = "aiohttp-3.10.5-cp38-cp38-musllinux_1_2_s390x.whl", hash = "sha256:676f94c5480d8eefd97c0c7e3953315e4d8c2b71f3b49539beb2aa676c58272f"}, + {file = "aiohttp-3.10.5-cp38-cp38-musllinux_1_2_x86_64.whl", hash = "sha256:2d21ac12dc943c68135ff858c3a989f2194a709e6e10b4c8977d7fcd67dfd511"}, + {file = "aiohttp-3.10.5-cp38-cp38-win32.whl", hash = "sha256:17e997105bd1a260850272bfb50e2a328e029c941c2708170d9d978d5a30ad9a"}, + {file = "aiohttp-3.10.5-cp38-cp38-win_amd64.whl", hash = "sha256:1c19de68896747a2aa6257ae4cf6ef59d73917a36a35ee9d0a6f48cff0f94db8"}, + {file = "aiohttp-3.10.5-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:7e2fe37ac654032db1f3499fe56e77190282534810e2a8e833141a021faaab0e"}, + {file = "aiohttp-3.10.5-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:f5bf3ead3cb66ab990ee2561373b009db5bc0e857549b6c9ba84b20bc462e172"}, + {file = "aiohttp-3.10.5-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:1b2c16a919d936ca87a3c5f0e43af12a89a3ce7ccbce59a2d6784caba945b68b"}, + {file = "aiohttp-3.10.5-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ad146dae5977c4dd435eb31373b3fe9b0b1bf26858c6fc452bf6af394067e10b"}, + {file = "aiohttp-3.10.5-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:8c5c6fa16412b35999320f5c9690c0f554392dc222c04e559217e0f9ae244b92"}, + {file = "aiohttp-3.10.5-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:95c4dc6f61d610bc0ee1edc6f29d993f10febfe5b76bb470b486d90bbece6b22"}, + {file = "aiohttp-3.10.5-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:da452c2c322e9ce0cfef392e469a26d63d42860f829026a63374fde6b5c5876f"}, + {file = "aiohttp-3.10.5-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:898715cf566ec2869d5cb4d5fb4be408964704c46c96b4be267442d265390f32"}, + {file = "aiohttp-3.10.5-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:391cc3a9c1527e424c6865e087897e766a917f15dddb360174a70467572ac6ce"}, + {file = "aiohttp-3.10.5-cp39-cp39-musllinux_1_2_i686.whl", hash = "sha256:380f926b51b92d02a34119d072f178d80bbda334d1a7e10fa22d467a66e494db"}, + {file = "aiohttp-3.10.5-cp39-cp39-musllinux_1_2_ppc64le.whl", hash = "sha256:ce91db90dbf37bb6fa0997f26574107e1b9d5ff939315247b7e615baa8ec313b"}, + {file = "aiohttp-3.10.5-cp39-cp39-musllinux_1_2_s390x.whl", hash = "sha256:9093a81e18c45227eebe4c16124ebf3e0d893830c6aca7cc310bfca8fe59d857"}, + {file = "aiohttp-3.10.5-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:ee40b40aa753d844162dcc80d0fe256b87cba48ca0054f64e68000453caead11"}, + {file = "aiohttp-3.10.5-cp39-cp39-win32.whl", hash = "sha256:03f2645adbe17f274444953bdea69f8327e9d278d961d85657cb0d06864814c1"}, + {file = "aiohttp-3.10.5-cp39-cp39-win_amd64.whl", hash = "sha256:d17920f18e6ee090bdd3d0bfffd769d9f2cb4c8ffde3eb203777a3895c128862"}, + {file = "aiohttp-3.10.5.tar.gz", hash = "sha256:f071854b47d39591ce9a17981c46790acb30518e2f83dfca8db2dfa091178691"}, +] + +[package.dependencies] +aiohappyeyeballs = ">=2.3.0" +aiosignal = ">=1.1.2" +attrs = ">=17.3.0" +frozenlist = ">=1.1.1" +multidict = ">=4.5,<7.0" +yarl = ">=1.0,<2.0" + +[package.extras] +speedups = ["Brotli", "aiodns (>=3.2.0)", "brotlicffi"] + +[[package]] +name = "aiohttp-retry" +version = "2.8.3" +description = "Simple retry client for aiohttp" +optional = false +python-versions = ">=3.7" +files = [ + {file = "aiohttp_retry-2.8.3-py3-none-any.whl", hash = "sha256:3aeeead8f6afe48272db93ced9440cf4eda8b6fd7ee2abb25357b7eb28525b45"}, + {file = "aiohttp_retry-2.8.3.tar.gz", hash = "sha256:9a8e637e31682ad36e1ff9f8bcba912fcfc7d7041722bc901a4b948da4d71ea9"}, +] + +[package.dependencies] +aiohttp = "*" + +[[package]] +name = "aioitertools" +version = "0.12.0" +description = "itertools and builtins for AsyncIO and mixed iterables" +optional = false +python-versions = ">=3.8" +files = [ + {file = "aioitertools-0.12.0-py3-none-any.whl", hash = "sha256:fc1f5fac3d737354de8831cbba3eb04f79dd649d8f3afb4c5b114925e662a796"}, + {file = "aioitertools-0.12.0.tar.gz", hash = "sha256:c2a9055b4fbb7705f561b9d86053e8af5d10cc845d22c32008c43490b2d8dd6b"}, +] + +[package.extras] +dev = ["attribution (==1.8.0)", "black (==24.8.0)", "build (>=1.2)", "coverage (==7.6.1)", "flake8 (==7.1.1)", "flit (==3.9.0)", "mypy (==1.11.2)", "ufmt (==2.7.1)", "usort (==1.0.8.post1)"] +docs = ["sphinx (==8.0.2)", "sphinx-mdinclude (==0.6.2)"] + +[[package]] +name = "aiosignal" +version = "1.3.1" +description = "aiosignal: a list of registered asynchronous callbacks" +optional = false +python-versions = ">=3.7" +files = [ + {file = "aiosignal-1.3.1-py3-none-any.whl", hash = "sha256:f8376fb07dd1e86a584e4fcdec80b36b7f81aac666ebc724e2c090300dd83b17"}, + {file = "aiosignal-1.3.1.tar.gz", hash = "sha256:54cd96e15e1649b75d6c87526a6ff0b6c1b0dd3459f43d9ca11d48c339b68cfc"}, +] + +[package.dependencies] +frozenlist = ">=1.1.0" + +[[package]] +name = "amqp" +version = "5.2.0" +description = "Low-level AMQP client for Python (fork of amqplib)." +optional = false +python-versions = ">=3.6" +files = [ + {file = "amqp-5.2.0-py3-none-any.whl", hash = "sha256:827cb12fb0baa892aad844fd95258143bce4027fdac4fccddbc43330fd281637"}, + {file = "amqp-5.2.0.tar.gz", hash = "sha256:a1ecff425ad063ad42a486c902807d1482311481c8ad95a72694b2975e75f7fd"}, +] + +[package.dependencies] +vine = ">=5.0.0,<6.0.0" + [[package]] name = "annotated-types" version = "0.7.0" @@ -11,6 +212,16 @@ files = [ {file = "annotated_types-0.7.0.tar.gz", hash = "sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89"}, ] +[[package]] +name = "antlr4-python3-runtime" +version = "4.9.3" +description = "ANTLR 4.9.3 runtime for Python 3.7" +optional = false +python-versions = "*" +files = [ + {file = "antlr4-python3-runtime-4.9.3.tar.gz", hash = "sha256:f224469b4168294902bb1efa80a8bf7855f24c99aef99cbefc1bcd3cce77881b"}, +] + [[package]] name = "anyio" version = "4.4.0" @@ -42,6 +253,71 @@ files = [ {file = "appdirs-1.4.4.tar.gz", hash = "sha256:7d5d0167b2b1ba821647616af46a749d1c653740dd0d2415100fe26e27afdf41"}, ] +[[package]] +name = "asyncssh" +version = "2.17.0" +description = "AsyncSSH: Asynchronous SSHv2 client and server library" +optional = false +python-versions = ">=3.6" +files = [ + {file = "asyncssh-2.17.0-py3-none-any.whl", hash = "sha256:70bfe4081793255b0115f7a72efd92d5bad8562639302531223bb00188db9747"}, + {file = "asyncssh-2.17.0.tar.gz", hash = "sha256:3b159c105aa388c1e2245c4faf483f540ada8cad99402281119100166e5edb3c"}, +] + +[package.dependencies] +cryptography = ">=39.0" +typing-extensions = ">=4.0.0" + +[package.extras] +bcrypt = ["bcrypt (>=3.1.3)"] +fido2 = ["fido2 (>=0.9.2)"] +gssapi = ["gssapi (>=1.2.0)"] +libnacl = ["libnacl (>=1.4.2)"] +pkcs11 = ["python-pkcs11 (>=0.7.0)"] +pyopenssl = ["pyOpenSSL (>=23.0.0)"] +pywin32 = ["pywin32 (>=227)"] + +[[package]] +name = "atpublic" +version = "5.0" +description = "Keep all y'all's __all__'s in sync" +optional = false +python-versions = ">=3.8" +files = [ + {file = "atpublic-5.0-py3-none-any.whl", hash = "sha256:b651dcd886666b1042d1e38158a22a4f2c267748f4e97fde94bc492a4a28a3f3"}, + {file = "atpublic-5.0.tar.gz", hash = "sha256:d5cb6cbabf00ec1d34e282e8ce7cbc9b74ba4cb732e766c24e2d78d1ad7f723f"}, +] + +[[package]] +name = "attrs" +version = "24.2.0" +description = "Classes Without Boilerplate" +optional = false +python-versions = ">=3.7" +files = [ + {file = "attrs-24.2.0-py3-none-any.whl", hash = "sha256:81921eb96de3191c8258c199618104dd27ac608d9366f5e35d011eae1867ede2"}, + {file = "attrs-24.2.0.tar.gz", hash = "sha256:5cfb1b9148b5b086569baec03f20d7b6bf3bcacc9a42bebf87ffaaca362f6346"}, +] + +[package.extras] +benchmark = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins", "pytest-xdist[psutil]"] +cov = ["cloudpickle", "coverage[toml] (>=5.3)", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"] +dev = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pre-commit", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"] +docs = ["cogapp", "furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier (<24.7)"] +tests = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"] +tests-mypy = ["mypy (>=1.11.1)", "pytest-mypy-plugins"] + +[[package]] +name = "billiard" +version = "4.2.0" +description = "Python multiprocessing fork with improvements and bugfixes" +optional = false +python-versions = ">=3.7" +files = [ + {file = "billiard-4.2.0-py3-none-any.whl", hash = "sha256:07aa978b308f334ff8282bd4a746e681b3513db5c9a514cbdd810cbbdc19714d"}, + {file = "billiard-4.2.0.tar.gz", hash = "sha256:9a3c3184cb275aa17a732f93f65b20c525d3d9f253722d26a82194803ade5a2c"}, +] + [[package]] name = "black" version = "24.8.0" @@ -86,6 +362,100 @@ d = ["aiohttp (>=3.7.4)", "aiohttp (>=3.7.4,!=3.9.0)"] jupyter = ["ipython (>=7.8.0)", "tokenize-rt (>=3.2.0)"] uvloop = ["uvloop (>=0.15.2)"] +[[package]] +name = "boto3" +version = "1.35.7" +description = "The AWS SDK for Python" +optional = false +python-versions = ">=3.8" +files = [ + {file = "boto3-1.35.7-py3-none-any.whl", hash = "sha256:bfbdf7c8f2e3eb70e4309cdcf5c9c7940e1fed4f645cdfb52581e7e67d3c8cab"}, + {file = "boto3-1.35.7.tar.gz", hash = "sha256:05bd349cf260ba177924f38d721e427e2b3a6dd0fa8a18fa4ffc1b889633b181"}, +] + +[package.dependencies] +botocore = ">=1.35.7,<1.36.0" +jmespath = ">=0.7.1,<2.0.0" +s3transfer = ">=0.10.0,<0.11.0" + +[package.extras] +crt = ["botocore[crt] (>=1.21.0,<2.0a0)"] + +[[package]] +name = "botocore" +version = "1.35.7" +description = "Low-level, data-driven core of boto 3." +optional = false +python-versions = ">=3.8" +files = [ + {file = "botocore-1.35.7-py3-none-any.whl", hash = "sha256:324e58518a92f2946bc6653e5e1272bc88d4b6313413f938bdc51cb90d34cbba"}, + {file = "botocore-1.35.7.tar.gz", hash = "sha256:85e4b58f2c6e54dfbf52eaee72ebc9b70188fd1716d47f626874abadcee45512"}, +] + +[package.dependencies] +jmespath = ">=0.7.1,<2.0.0" +python-dateutil = ">=2.1,<3.0.0" +urllib3 = {version = ">=1.25.4,<2.2.0 || >2.2.0,<3", markers = "python_version >= \"3.10\""} + +[package.extras] +crt = ["awscrt (==0.21.2)"] + +[[package]] +name = "celery" +version = "5.4.0" +description = "Distributed Task Queue." +optional = false +python-versions = ">=3.8" +files = [ + {file = "celery-5.4.0-py3-none-any.whl", hash = "sha256:369631eb580cf8c51a82721ec538684994f8277637edde2dfc0dacd73ed97f64"}, + {file = "celery-5.4.0.tar.gz", hash = "sha256:504a19140e8d3029d5acad88330c541d4c3f64c789d85f94756762d8bca7e706"}, +] + +[package.dependencies] +billiard = ">=4.2.0,<5.0" +click = ">=8.1.2,<9.0" +click-didyoumean = ">=0.3.0" +click-plugins = ">=1.1.1" +click-repl = ">=0.2.0" +kombu = ">=5.3.4,<6.0" +python-dateutil = ">=2.8.2" +tzdata = ">=2022.7" +vine = ">=5.1.0,<6.0" + +[package.extras] +arangodb = ["pyArango (>=2.0.2)"] +auth = ["cryptography (==42.0.5)"] +azureblockblob = ["azure-storage-blob (>=12.15.0)"] +brotli = ["brotli (>=1.0.0)", "brotlipy (>=0.7.0)"] +cassandra = ["cassandra-driver (>=3.25.0,<4)"] +consul = ["python-consul2 (==0.1.5)"] +cosmosdbsql = ["pydocumentdb (==2.3.5)"] +couchbase = ["couchbase (>=3.0.0)"] +couchdb = ["pycouchdb (==1.14.2)"] +django = ["Django (>=2.2.28)"] +dynamodb = ["boto3 (>=1.26.143)"] +elasticsearch = ["elastic-transport (<=8.13.0)", "elasticsearch (<=8.13.0)"] +eventlet = ["eventlet (>=0.32.0)"] +gcs = ["google-cloud-storage (>=2.10.0)"] +gevent = ["gevent (>=1.5.0)"] +librabbitmq = ["librabbitmq (>=2.0.0)"] +memcache = ["pylibmc (==1.6.3)"] +mongodb = ["pymongo[srv] (>=4.0.2)"] +msgpack = ["msgpack (==1.0.8)"] +pymemcache = ["python-memcached (>=1.61)"] +pyro = ["pyro4 (==4.82)"] +pytest = ["pytest-celery[all] (>=1.0.0)"] +redis = ["redis (>=4.5.2,!=4.5.5,<6.0.0)"] +s3 = ["boto3 (>=1.26.143)"] +slmq = ["softlayer-messaging (>=1.0.3)"] +solar = ["ephem (==4.1.5)"] +sqlalchemy = ["sqlalchemy (>=1.4.48,<2.1)"] +sqs = ["boto3 (>=1.26.143)", "kombu[sqs] (>=5.3.4)", "pycurl (>=7.43.0.5)", "urllib3 (>=1.26.16)"] +tblib = ["tblib (>=1.3.0)", "tblib (>=1.5.0)"] +yaml = ["PyYAML (>=3.10)"] +zookeeper = ["kazoo (>=1.3.1)"] +zstd = ["zstandard (==0.22.0)"] + [[package]] name = "certifi" version = "2024.7.4" @@ -97,6 +467,85 @@ files = [ {file = "certifi-2024.7.4.tar.gz", hash = "sha256:5a1e7645bc0ec61a09e26c36f6106dd4cf40c6db3a1fb6352b0244e7fb057c7b"}, ] +[[package]] +name = "cffi" +version = "1.17.0" +description = "Foreign Function Interface for Python calling C code." +optional = false +python-versions = ">=3.8" +files = [ + {file = "cffi-1.17.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:f9338cc05451f1942d0d8203ec2c346c830f8e86469903d5126c1f0a13a2bcbb"}, + {file = "cffi-1.17.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:a0ce71725cacc9ebf839630772b07eeec220cbb5f03be1399e0457a1464f8e1a"}, + {file = "cffi-1.17.0-cp310-cp310-manylinux_2_12_i686.manylinux2010_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:c815270206f983309915a6844fe994b2fa47e5d05c4c4cef267c3b30e34dbe42"}, + {file = "cffi-1.17.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d6bdcd415ba87846fd317bee0774e412e8792832e7805938987e4ede1d13046d"}, + {file = "cffi-1.17.0-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:8a98748ed1a1df4ee1d6f927e151ed6c1a09d5ec21684de879c7ea6aa96f58f2"}, + {file = "cffi-1.17.0-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:0a048d4f6630113e54bb4b77e315e1ba32a5a31512c31a273807d0027a7e69ab"}, + {file = "cffi-1.17.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:24aa705a5f5bd3a8bcfa4d123f03413de5d86e497435693b638cbffb7d5d8a1b"}, + {file = "cffi-1.17.0-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:856bf0924d24e7f93b8aee12a3a1095c34085600aa805693fb7f5d1962393206"}, + {file = "cffi-1.17.0-cp310-cp310-musllinux_1_1_i686.whl", hash = "sha256:4304d4416ff032ed50ad6bb87416d802e67139e31c0bde4628f36a47a3164bfa"}, + {file = "cffi-1.17.0-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:331ad15c39c9fe9186ceaf87203a9ecf5ae0ba2538c9e898e3a6967e8ad3db6f"}, + {file = "cffi-1.17.0-cp310-cp310-win32.whl", hash = "sha256:669b29a9eca6146465cc574659058ed949748f0809a2582d1f1a324eb91054dc"}, + {file = "cffi-1.17.0-cp310-cp310-win_amd64.whl", hash = "sha256:48b389b1fd5144603d61d752afd7167dfd205973a43151ae5045b35793232aa2"}, + {file = "cffi-1.17.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:c5d97162c196ce54af6700949ddf9409e9833ef1003b4741c2b39ef46f1d9720"}, + {file = "cffi-1.17.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:5ba5c243f4004c750836f81606a9fcb7841f8874ad8f3bf204ff5e56332b72b9"}, + {file = "cffi-1.17.0-cp311-cp311-manylinux_2_12_i686.manylinux2010_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:bb9333f58fc3a2296fb1d54576138d4cf5d496a2cc118422bd77835e6ae0b9cb"}, + {file = "cffi-1.17.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:435a22d00ec7d7ea533db494da8581b05977f9c37338c80bc86314bec2619424"}, + {file = "cffi-1.17.0-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:d1df34588123fcc88c872f5acb6f74ae59e9d182a2707097f9e28275ec26a12d"}, + {file = "cffi-1.17.0-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:df8bb0010fdd0a743b7542589223a2816bdde4d94bb5ad67884348fa2c1c67e8"}, + {file = "cffi-1.17.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a8b5b9712783415695663bd463990e2f00c6750562e6ad1d28e072a611c5f2a6"}, + {file = "cffi-1.17.0-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:ffef8fd58a36fb5f1196919638f73dd3ae0db1a878982b27a9a5a176ede4ba91"}, + {file = "cffi-1.17.0-cp311-cp311-musllinux_1_1_i686.whl", hash = "sha256:4e67d26532bfd8b7f7c05d5a766d6f437b362c1bf203a3a5ce3593a645e870b8"}, + {file = "cffi-1.17.0-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:45f7cd36186db767d803b1473b3c659d57a23b5fa491ad83c6d40f2af58e4dbb"}, + {file = "cffi-1.17.0-cp311-cp311-win32.whl", hash = "sha256:a9015f5b8af1bb6837a3fcb0cdf3b874fe3385ff6274e8b7925d81ccaec3c5c9"}, + {file = "cffi-1.17.0-cp311-cp311-win_amd64.whl", hash = "sha256:b50aaac7d05c2c26dfd50c3321199f019ba76bb650e346a6ef3616306eed67b0"}, + {file = "cffi-1.17.0-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:aec510255ce690d240f7cb23d7114f6b351c733a74c279a84def763660a2c3bc"}, + {file = "cffi-1.17.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:2770bb0d5e3cc0e31e7318db06efcbcdb7b31bcb1a70086d3177692a02256f59"}, + {file = "cffi-1.17.0-cp312-cp312-manylinux_2_12_i686.manylinux2010_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:db9a30ec064129d605d0f1aedc93e00894b9334ec74ba9c6bdd08147434b33eb"}, + {file = "cffi-1.17.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a47eef975d2b8b721775a0fa286f50eab535b9d56c70a6e62842134cf7841195"}, + {file = "cffi-1.17.0-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:f3e0992f23bbb0be00a921eae5363329253c3b86287db27092461c887b791e5e"}, + {file = "cffi-1.17.0-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:6107e445faf057c118d5050560695e46d272e5301feffda3c41849641222a828"}, + {file = "cffi-1.17.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:eb862356ee9391dc5a0b3cbc00f416b48c1b9a52d252d898e5b7696a5f9fe150"}, + {file = "cffi-1.17.0-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:c1c13185b90bbd3f8b5963cd8ce7ad4ff441924c31e23c975cb150e27c2bf67a"}, + {file = "cffi-1.17.0-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:17c6d6d3260c7f2d94f657e6872591fe8733872a86ed1345bda872cfc8c74885"}, + {file = "cffi-1.17.0-cp312-cp312-win32.whl", hash = "sha256:c3b8bd3133cd50f6b637bb4322822c94c5ce4bf0d724ed5ae70afce62187c492"}, + {file = "cffi-1.17.0-cp312-cp312-win_amd64.whl", hash = "sha256:dca802c8db0720ce1c49cce1149ff7b06e91ba15fa84b1d59144fef1a1bc7ac2"}, + {file = "cffi-1.17.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:6ce01337d23884b21c03869d2f68c5523d43174d4fc405490eb0091057943118"}, + {file = "cffi-1.17.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:cab2eba3830bf4f6d91e2d6718e0e1c14a2f5ad1af68a89d24ace0c6b17cced7"}, + {file = "cffi-1.17.0-cp313-cp313-manylinux_2_12_i686.manylinux2010_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:14b9cbc8f7ac98a739558eb86fabc283d4d564dafed50216e7f7ee62d0d25377"}, + {file = "cffi-1.17.0-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b00e7bcd71caa0282cbe3c90966f738e2db91e64092a877c3ff7f19a1628fdcb"}, + {file = "cffi-1.17.0-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:41f4915e09218744d8bae14759f983e466ab69b178de38066f7579892ff2a555"}, + {file = "cffi-1.17.0-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:e4760a68cab57bfaa628938e9c2971137e05ce48e762a9cb53b76c9b569f1204"}, + {file = "cffi-1.17.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:011aff3524d578a9412c8b3cfaa50f2c0bd78e03eb7af7aa5e0df59b158efb2f"}, + {file = "cffi-1.17.0-cp313-cp313-musllinux_1_1_aarch64.whl", hash = "sha256:a003ac9edc22d99ae1286b0875c460351f4e101f8c9d9d2576e78d7e048f64e0"}, + {file = "cffi-1.17.0-cp313-cp313-musllinux_1_1_x86_64.whl", hash = "sha256:ef9528915df81b8f4c7612b19b8628214c65c9b7f74db2e34a646a0a2a0da2d4"}, + {file = "cffi-1.17.0-cp313-cp313-win32.whl", hash = "sha256:70d2aa9fb00cf52034feac4b913181a6e10356019b18ef89bc7c12a283bf5f5a"}, + {file = "cffi-1.17.0-cp313-cp313-win_amd64.whl", hash = "sha256:b7b6ea9e36d32582cda3465f54c4b454f62f23cb083ebc7a94e2ca6ef011c3a7"}, + {file = "cffi-1.17.0-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:964823b2fc77b55355999ade496c54dde161c621cb1f6eac61dc30ed1b63cd4c"}, + {file = "cffi-1.17.0-cp38-cp38-manylinux_2_12_i686.manylinux2010_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:516a405f174fd3b88829eabfe4bb296ac602d6a0f68e0d64d5ac9456194a5b7e"}, + {file = "cffi-1.17.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:dec6b307ce928e8e112a6bb9921a1cb00a0e14979bf28b98e084a4b8a742bd9b"}, + {file = "cffi-1.17.0-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:e4094c7b464cf0a858e75cd14b03509e84789abf7b79f8537e6a72152109c76e"}, + {file = "cffi-1.17.0-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:2404f3de742f47cb62d023f0ba7c5a916c9c653d5b368cc966382ae4e57da401"}, + {file = "cffi-1.17.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3aa9d43b02a0c681f0bfbc12d476d47b2b2b6a3f9287f11ee42989a268a1833c"}, + {file = "cffi-1.17.0-cp38-cp38-win32.whl", hash = "sha256:0bb15e7acf8ab35ca8b24b90af52c8b391690ef5c4aec3d31f38f0d37d2cc499"}, + {file = "cffi-1.17.0-cp38-cp38-win_amd64.whl", hash = "sha256:93a7350f6706b31f457c1457d3a3259ff9071a66f312ae64dc024f049055f72c"}, + {file = "cffi-1.17.0-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:1a2ddbac59dc3716bc79f27906c010406155031a1c801410f1bafff17ea304d2"}, + {file = "cffi-1.17.0-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:6327b572f5770293fc062a7ec04160e89741e8552bf1c358d1a23eba68166759"}, + {file = "cffi-1.17.0-cp39-cp39-manylinux_2_12_i686.manylinux2010_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:dbc183e7bef690c9abe5ea67b7b60fdbca81aa8da43468287dae7b5c046107d4"}, + {file = "cffi-1.17.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5bdc0f1f610d067c70aa3737ed06e2726fd9d6f7bfee4a351f4c40b6831f4e82"}, + {file = "cffi-1.17.0-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:6d872186c1617d143969defeadac5a904e6e374183e07977eedef9c07c8953bf"}, + {file = "cffi-1.17.0-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:0d46ee4764b88b91f16661a8befc6bfb24806d885e27436fdc292ed7e6f6d058"}, + {file = "cffi-1.17.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6f76a90c345796c01d85e6332e81cab6d70de83b829cf1d9762d0a3da59c7932"}, + {file = "cffi-1.17.0-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:0e60821d312f99d3e1569202518dddf10ae547e799d75aef3bca3a2d9e8ee693"}, + {file = "cffi-1.17.0-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:eb09b82377233b902d4c3fbeeb7ad731cdab579c6c6fda1f763cd779139e47c3"}, + {file = "cffi-1.17.0-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:24658baf6224d8f280e827f0a50c46ad819ec8ba380a42448e24459daf809cf4"}, + {file = "cffi-1.17.0-cp39-cp39-win32.whl", hash = "sha256:0fdacad9e0d9fc23e519efd5ea24a70348305e8d7d85ecbb1a5fa66dc834e7fb"}, + {file = "cffi-1.17.0-cp39-cp39-win_amd64.whl", hash = "sha256:7cbc78dc018596315d4e7841c8c3a7ae31cc4d638c9b627f87d52e8abaaf2d29"}, + {file = "cffi-1.17.0.tar.gz", hash = "sha256:f3157624b7558b914cb039fd1af735e5e8049a87c817cc215109ad1c8779df76"}, +] + +[package.dependencies] +pycparser = "*" + [[package]] name = "charset-normalizer" version = "3.3.2" @@ -210,6 +659,55 @@ files = [ [package.dependencies] colorama = {version = "*", markers = "platform_system == \"Windows\""} +[[package]] +name = "click-didyoumean" +version = "0.3.1" +description = "Enables git-like *did-you-mean* feature in click" +optional = false +python-versions = ">=3.6.2" +files = [ + {file = "click_didyoumean-0.3.1-py3-none-any.whl", hash = "sha256:5c4bb6007cfea5f2fd6583a2fb6701a22a41eb98957e63d0fac41c10e7c3117c"}, + {file = "click_didyoumean-0.3.1.tar.gz", hash = "sha256:4f82fdff0dbe64ef8ab2279bd6aa3f6a99c3b28c05aa09cbfc07c9d7fbb5a463"}, +] + +[package.dependencies] +click = ">=7" + +[[package]] +name = "click-plugins" +version = "1.1.1" +description = "An extension module for click to enable registering CLI commands via setuptools entry-points." +optional = false +python-versions = "*" +files = [ + {file = "click-plugins-1.1.1.tar.gz", hash = "sha256:46ab999744a9d831159c3411bb0c79346d94a444df9a3a3742e9ed63645f264b"}, + {file = "click_plugins-1.1.1-py2.py3-none-any.whl", hash = "sha256:5d262006d3222f5057fd81e1623d4443e41dcda5dc815c06b442aa3c02889fc8"}, +] + +[package.dependencies] +click = ">=4.0" + +[package.extras] +dev = ["coveralls", "pytest (>=3.6)", "pytest-cov", "wheel"] + +[[package]] +name = "click-repl" +version = "0.3.0" +description = "REPL plugin for Click" +optional = false +python-versions = ">=3.6" +files = [ + {file = "click-repl-0.3.0.tar.gz", hash = "sha256:17849c23dba3d667247dc4defe1757fff98694e90fe37474f3feebb69ced26a9"}, + {file = "click_repl-0.3.0-py3-none-any.whl", hash = "sha256:fb7e06deb8da8de86180a33a9da97ac316751c094c6899382da7feeeeb51b812"}, +] + +[package.dependencies] +click = ">=7.0" +prompt-toolkit = ">=3.0.36" + +[package.extras] +testing = ["pytest (>=7.2.1)", "pytest-cov (>=4.0.0)", "tox (>=4.4.3)"] + [[package]] name = "colorama" version = "0.4.6" @@ -221,6 +719,69 @@ files = [ {file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"}, ] +[[package]] +name = "configobj" +version = "5.0.8" +description = "Config file reading, writing and validation." +optional = false +python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*" +files = [ + {file = "configobj-5.0.8-py2.py3-none-any.whl", hash = "sha256:a7a8c6ab7daade85c3f329931a807c8aee750a2494363934f8ea84d8a54c87ea"}, + {file = "configobj-5.0.8.tar.gz", hash = "sha256:6f704434a07dc4f4dc7c9a745172c1cad449feb548febd9f7fe362629c627a97"}, +] + +[package.dependencies] +six = "*" + +[[package]] +name = "cryptography" +version = "43.0.1" +description = "cryptography is a package which provides cryptographic recipes and primitives to Python developers." +optional = false +python-versions = ">=3.7" +files = [ + {file = "cryptography-43.0.1-cp37-abi3-macosx_10_9_universal2.whl", hash = "sha256:8385d98f6a3bf8bb2d65a73e17ed87a3ba84f6991c155691c51112075f9ffc5d"}, + {file = "cryptography-43.0.1-cp37-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:27e613d7077ac613e399270253259d9d53872aaf657471473ebfc9a52935c062"}, + {file = "cryptography-43.0.1-cp37-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:68aaecc4178e90719e95298515979814bda0cbada1256a4485414860bd7ab962"}, + {file = "cryptography-43.0.1-cp37-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:de41fd81a41e53267cb020bb3a7212861da53a7d39f863585d13ea11049cf277"}, + {file = "cryptography-43.0.1-cp37-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:f98bf604c82c416bc829e490c700ca1553eafdf2912a91e23a79d97d9801372a"}, + {file = "cryptography-43.0.1-cp37-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:61ec41068b7b74268fa86e3e9e12b9f0c21fcf65434571dbb13d954bceb08042"}, + {file = "cryptography-43.0.1-cp37-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:014f58110f53237ace6a408b5beb6c427b64e084eb451ef25a28308270086494"}, + {file = "cryptography-43.0.1-cp37-abi3-win32.whl", hash = "sha256:2bd51274dcd59f09dd952afb696bf9c61a7a49dfc764c04dd33ef7a6b502a1e2"}, + {file = "cryptography-43.0.1-cp37-abi3-win_amd64.whl", hash = "sha256:666ae11966643886c2987b3b721899d250855718d6d9ce41b521252a17985f4d"}, + {file = "cryptography-43.0.1-cp39-abi3-macosx_10_9_universal2.whl", hash = "sha256:ac119bb76b9faa00f48128b7f5679e1d8d437365c5d26f1c2c3f0da4ce1b553d"}, + {file = "cryptography-43.0.1-cp39-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1bbcce1a551e262dfbafb6e6252f1ae36a248e615ca44ba302df077a846a8806"}, + {file = "cryptography-43.0.1-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:58d4e9129985185a06d849aa6df265bdd5a74ca6e1b736a77959b498e0505b85"}, + {file = "cryptography-43.0.1-cp39-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:d03a475165f3134f773d1388aeb19c2d25ba88b6a9733c5c590b9ff7bbfa2e0c"}, + {file = "cryptography-43.0.1-cp39-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:511f4273808ab590912a93ddb4e3914dfd8a388fed883361b02dea3791f292e1"}, + {file = "cryptography-43.0.1-cp39-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:80eda8b3e173f0f247f711eef62be51b599b5d425c429b5d4ca6a05e9e856baa"}, + {file = "cryptography-43.0.1-cp39-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:38926c50cff6f533f8a2dae3d7f19541432610d114a70808f0926d5aaa7121e4"}, + {file = "cryptography-43.0.1-cp39-abi3-win32.whl", hash = "sha256:a575913fb06e05e6b4b814d7f7468c2c660e8bb16d8d5a1faf9b33ccc569dd47"}, + {file = "cryptography-43.0.1-cp39-abi3-win_amd64.whl", hash = "sha256:d75601ad10b059ec832e78823b348bfa1a59f6b8d545db3a24fd44362a1564cb"}, + {file = "cryptography-43.0.1-pp310-pypy310_pp73-macosx_10_9_x86_64.whl", hash = "sha256:ea25acb556320250756e53f9e20a4177515f012c9eaea17eb7587a8c4d8ae034"}, + {file = "cryptography-43.0.1-pp310-pypy310_pp73-manylinux_2_28_aarch64.whl", hash = "sha256:c1332724be35d23a854994ff0b66530119500b6053d0bd3363265f7e5e77288d"}, + {file = "cryptography-43.0.1-pp310-pypy310_pp73-manylinux_2_28_x86_64.whl", hash = "sha256:fba1007b3ef89946dbbb515aeeb41e30203b004f0b4b00e5e16078b518563289"}, + {file = "cryptography-43.0.1-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:5b43d1ea6b378b54a1dc99dd8a2b5be47658fe9a7ce0a58ff0b55f4b43ef2b84"}, + {file = "cryptography-43.0.1-pp39-pypy39_pp73-macosx_10_9_x86_64.whl", hash = "sha256:88cce104c36870d70c49c7c8fd22885875d950d9ee6ab54df2745f83ba0dc365"}, + {file = "cryptography-43.0.1-pp39-pypy39_pp73-manylinux_2_28_aarch64.whl", hash = "sha256:9d3cdb25fa98afdd3d0892d132b8d7139e2c087da1712041f6b762e4f807cc96"}, + {file = "cryptography-43.0.1-pp39-pypy39_pp73-manylinux_2_28_x86_64.whl", hash = "sha256:e710bf40870f4db63c3d7d929aa9e09e4e7ee219e703f949ec4073b4294f6172"}, + {file = "cryptography-43.0.1-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:7c05650fe8023c5ed0d46793d4b7d7e6cd9c04e68eabe5b0aeea836e37bdcec2"}, + {file = "cryptography-43.0.1.tar.gz", hash = "sha256:203e92a75716d8cfb491dc47c79e17d0d9207ccffcbcb35f598fbe463ae3444d"}, +] + +[package.dependencies] +cffi = {version = ">=1.12", markers = "platform_python_implementation != \"PyPy\""} + +[package.extras] +docs = ["sphinx (>=5.3.0)", "sphinx-rtd-theme (>=1.1.1)"] +docstest = ["pyenchant (>=1.6.11)", "readme-renderer", "sphinxcontrib-spelling (>=4.0.1)"] +nox = ["nox"] +pep8test = ["check-sdist", "click", "mypy", "ruff"] +sdist = ["build"] +ssh = ["bcrypt (>=3.1.5)"] +test = ["certifi", "cryptography-vectors (==43.0.1)", "pretend", "pytest (>=6.2.0)", "pytest-benchmark", "pytest-cov", "pytest-xdist"] +test-randomorder = ["pytest-randomly"] + [[package]] name = "deprecated" version = "1.2.14" @@ -252,6 +813,34 @@ files = [ [package.dependencies] packaging = "*" +[[package]] +name = "dictdiffer" +version = "0.9.0" +description = "Dictdiffer is a library that helps you to diff and patch dictionaries." +optional = false +python-versions = "*" +files = [ + {file = "dictdiffer-0.9.0-py2.py3-none-any.whl", hash = "sha256:442bfc693cfcadaf46674575d2eba1c53b42f5e404218ca2c2ff549f2df56595"}, + {file = "dictdiffer-0.9.0.tar.gz", hash = "sha256:17bacf5fbfe613ccf1b6d512bd766e6b21fb798822a133aa86098b8ac9997578"}, +] + +[package.extras] +all = ["Sphinx (>=3)", "check-manifest (>=0.42)", "mock (>=1.3.0)", "numpy (>=1.13.0)", "numpy (>=1.15.0)", "numpy (>=1.18.0)", "numpy (>=1.20.0)", "pytest (==5.4.3)", "pytest (>=6)", "pytest-cov (>=2.10.1)", "pytest-isort (>=1.2.0)", "pytest-pycodestyle (>=2)", "pytest-pycodestyle (>=2.2.0)", "pytest-pydocstyle (>=2)", "pytest-pydocstyle (>=2.2.0)", "sphinx (>=3)", "sphinx-rtd-theme (>=0.2)", "tox (>=3.7.0)"] +docs = ["Sphinx (>=3)", "sphinx-rtd-theme (>=0.2)"] +numpy = ["numpy (>=1.13.0)", "numpy (>=1.15.0)", "numpy (>=1.18.0)", "numpy (>=1.20.0)"] +tests = ["check-manifest (>=0.42)", "mock (>=1.3.0)", "pytest (==5.4.3)", "pytest (>=6)", "pytest-cov (>=2.10.1)", "pytest-isort (>=1.2.0)", "pytest-pycodestyle (>=2)", "pytest-pycodestyle (>=2.2.0)", "pytest-pydocstyle (>=2)", "pytest-pydocstyle (>=2.2.0)", "sphinx (>=3)", "tox (>=3.7.0)"] + +[[package]] +name = "diskcache" +version = "5.6.3" +description = "Disk Cache -- Disk and file backed persistent cache." +optional = false +python-versions = ">=3" +files = [ + {file = "diskcache-5.6.3-py3-none-any.whl", hash = "sha256:5e31b2d5fbad117cc363ebaf6b689474db18a1f6438bc82358b024abd4c2ca19"}, + {file = "diskcache-5.6.3.tar.gz", hash = "sha256:2c3a3fa2743d8535d832ec61c2054a1641f41775aa7c556758a109941e33e4fc"}, +] + [[package]] name = "distro" version = "1.9.0" @@ -263,6 +852,303 @@ files = [ {file = "distro-1.9.0.tar.gz", hash = "sha256:2fa77c6fd8940f116ee1d6b94a2f90b13b5ea8d019b98bc8bafdcabcdd9bdbed"}, ] +[[package]] +name = "dpath" +version = "2.2.0" +description = "Filesystem-like pathing and searching for dictionaries" +optional = false +python-versions = ">=3.7" +files = [ + {file = "dpath-2.2.0-py3-none-any.whl", hash = "sha256:b330a375ded0a0d2ed404440f6c6a715deae5313af40bbb01c8a41d891900576"}, + {file = "dpath-2.2.0.tar.gz", hash = "sha256:34f7e630dc55ea3f219e555726f5da4b4b25f2200319c8e6902c394258dd6a3e"}, +] + +[[package]] +name = "dulwich" +version = "0.22.1" +description = "Python Git Library" +optional = false +python-versions = ">=3.7" +files = [ + {file = "dulwich-0.22.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:892914dc2e80403d16e59a3b440044f6092fde5ffd4ec1fdf36d6ff20a8e624d"}, + {file = "dulwich-0.22.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b03092399f0f5d3e112405b890128afdb9e1f203eafb812f5d9105b0f5fac9d4"}, + {file = "dulwich-0.22.1-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:a2c790517ed884bc1b1590806222ab44989eeb7e7f14dfa915561c7ee3b9ac73"}, + {file = "dulwich-0.22.1-cp310-cp310-win32.whl", hash = "sha256:524d3497a86f79959c9c1d729715d60d8171ed3f71621d45afb4faee5a47e8a1"}, + {file = "dulwich-0.22.1-cp310-cp310-win_amd64.whl", hash = "sha256:d3146843b972f744aed551e8ac9fac5714baa864393e480586d467b7b4488426"}, + {file = "dulwich-0.22.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:82f26e592e9a36ab33bcdb419c7d53320e26c85dfc254cdb84f5f561a2fcaabf"}, + {file = "dulwich-0.22.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e90b8a2f24149c5803b733a24f1a016a2943b1f5a9ab2360db545e4638354c35"}, + {file = "dulwich-0.22.1-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:b069639757b2f287f9cd0daf6765b536558c5e28263bbbb28e3d1925bce75400"}, + {file = "dulwich-0.22.1-cp311-cp311-win32.whl", hash = "sha256:3ae006498fea11515027a417e6e68b82e1c195d3516188ba2cc08210e3022d14"}, + {file = "dulwich-0.22.1-cp311-cp311-win_amd64.whl", hash = "sha256:a18d1392eabd02f337dcba23d723a4dcca87274ce8693cf88e6320f38bc3fdcd"}, + {file = "dulwich-0.22.1-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:12482e318895da9acabea7c0cc70b35d36833e7cb2def511ab3a63617f5c1af3"}, + {file = "dulwich-0.22.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6dc42afedc8cda4f2fd15a06d2e9e41281074a02cdf31bb2e0dde4d80766a408"}, + {file = "dulwich-0.22.1-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:e3c7774232a2c9b195bde4fb72ad71455e877a9e4e9c0b17a57b1d9bd478838c"}, + {file = "dulwich-0.22.1-cp312-cp312-win32.whl", hash = "sha256:41dfc52db29a06fe23a5029abc3bc13503e28233b1c3a9614bc1e5c4d6adc1ce"}, + {file = "dulwich-0.22.1-cp312-cp312-win_amd64.whl", hash = "sha256:9d19f04ecd4628a0e4587b4c4e98e040b87924c1362ae5aa27420435f05d5dd8"}, + {file = "dulwich-0.22.1-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:0d72a88c7af8fafa14c8743e8923c8d46bd0b850a0b7f5e34eb49201f1ead88e"}, + {file = "dulwich-0.22.1-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:5e36c8a3bb09db5730b3d5014d087bce977e878825cdd7ba8285abcd81c43bc0"}, + {file = "dulwich-0.22.1-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:fd51e77ff1b4ca08bc9b09b85646a3e77f275827b7b30180d76d769ce608e64d"}, + {file = "dulwich-0.22.1-cp37-cp37m-win32.whl", hash = "sha256:739ef91aeb13fa2aa187d0efd46d0ac168301f54a6ef748565c42876b4b3ce71"}, + {file = "dulwich-0.22.1-cp37-cp37m-win_amd64.whl", hash = "sha256:91966b7b48ec939e5083b03c9154fc450508056f01650ecb58724095307427f5"}, + {file = "dulwich-0.22.1-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:86be1e283d78cc3f7daee1dcd0254122160cde71ca8c5348315156045f8ac2bb"}, + {file = "dulwich-0.22.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:926d671654a2f8cfa0b2fcb6b0c46833af95b5265d27a5c56c49c5a10f3ff3ba"}, + {file = "dulwich-0.22.1-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:467ff87fc4c61a23424b32acd952476ba17e7f7eeb8090e5957f68129784a35f"}, + {file = "dulwich-0.22.1-cp38-cp38-win32.whl", hash = "sha256:f9e10678fe0692c5167553981d97cbe342ed055c49016aef10da336e2962b1f2"}, + {file = "dulwich-0.22.1-cp38-cp38-win_amd64.whl", hash = "sha256:6386165c64ba5f61c416301f7f32bb899f8200ca575d76888697a42fda8a92d2"}, + {file = "dulwich-0.22.1-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:84db8aef08df6431b017cc3abe57b3d6885fd7436eec8d715603c309353b233c"}, + {file = "dulwich-0.22.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:155124219e6ce4b116d30ed1b9cc63c88021966b29ce761d3ce3caba064f9a13"}, + {file = "dulwich-0.22.1-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:7579429e89deac6659b4ea70eb3de9063bb40508fd4a8a020fa67b02e0b59f4f"}, + {file = "dulwich-0.22.1-cp39-cp39-win32.whl", hash = "sha256:454d073e628043dde4f9bd34517736c1889dbe6417099bbae2119873b8d4d5da"}, + {file = "dulwich-0.22.1-cp39-cp39-win_amd64.whl", hash = "sha256:e1b51d26108a832f151da8856a93676cc1a5cd8dd0bc20f06f4aee5774a7f0f9"}, + {file = "dulwich-0.22.1-pp310-pypy310_pp73-macosx_10_9_x86_64.whl", hash = "sha256:4c509e8172b9438536946097768413f297229b03eff064e4e06749cf5c28df78"}, + {file = "dulwich-0.22.1-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:64eebe1d709539d6e80440fa1185f1eeb260d53bcb6435b1f753b4ce90a65e82"}, + {file = "dulwich-0.22.1-pp310-pypy310_pp73-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:52a8ddd1d9b5681de216a7af718720f5202d3c093ecc10dd4dfac6d25da605a6"}, + {file = "dulwich-0.22.1-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:7244b796dd7e191753b822ac0ca871a4b9139b0b850770ac5bd347d5f8c76768"}, + {file = "dulwich-0.22.1-pp37-pypy37_pp73-macosx_10_9_x86_64.whl", hash = "sha256:e7798e842ec506d25f21e825259b70109325ac1c9b43c2e287aad7559455951b"}, + {file = "dulwich-0.22.1-pp37-pypy37_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ac9fcf7c5cf1e9d0bcc643672f81bf43ec81f6495b99809649f5bfcdff633ab0"}, + {file = "dulwich-0.22.1-pp37-pypy37_pp73-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:e346c1b86c5e5f175ca8f87f3873eea8b2e0eeb5d52033b475cf85641cb200c2"}, + {file = "dulwich-0.22.1-pp37-pypy37_pp73-win_amd64.whl", hash = "sha256:b2054e1f2c7041857ce129443bde23298ca37592ce82f0fb5ed5704d5f3708dd"}, + {file = "dulwich-0.22.1-pp38-pypy38_pp73-macosx_10_9_x86_64.whl", hash = "sha256:3ad3462d070b678fe61d3bdd7c6ac3fdbd25cca66f32b6edf589dd88fff251d2"}, + {file = "dulwich-0.22.1-pp38-pypy38_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:1bc6575476539c0b4924abab3896fc76be2f413d5baa6b083c4dfc4abc59329e"}, + {file = "dulwich-0.22.1-pp38-pypy38_pp73-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:3de7a2eba26ff13a79670f78f73fc86fb8c87100508119f3b6bd61451bfdd4bf"}, + {file = "dulwich-0.22.1-pp38-pypy38_pp73-win_amd64.whl", hash = "sha256:b2c3186cf76d598a9d42b35e09ef35d499118b4197624ba5bba1b3a39ac6a75f"}, + {file = "dulwich-0.22.1-pp39-pypy39_pp73-macosx_10_9_x86_64.whl", hash = "sha256:3a366cdba24b8df31ad70b82bae55baa696c453678c1346da8390396a1d5cce4"}, + {file = "dulwich-0.22.1-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3fb61891b2675664dc89d486eb5199e3659179ae04fc0a863ffc7e16b782b624"}, + {file = "dulwich-0.22.1-pp39-pypy39_pp73-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:0ea4c5feedd35e8bde175a9ab91ef6705c3cef5ee209eeb2f67dd0b59ff1825f"}, + {file = "dulwich-0.22.1-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:20f61f6dc0b075ca6459acbfb9527ee0e1ee02dccbed126dc492600bb7310d86"}, + {file = "dulwich-0.22.1.tar.gz", hash = "sha256:e36d85967cfbf25da1c7bc3d6921adc5baa976969d926aaf1582bd5fd7e94758"}, +] + +[package.dependencies] +setuptools = {version = "*", markers = "python_version >= \"3.12\""} +urllib3 = ">=1.25" + +[package.extras] +fastimport = ["fastimport"] +https = ["urllib3 (>=1.24.1)"] +paramiko = ["paramiko"] +pgp = ["gpg"] + +[[package]] +name = "dvc" +version = "3.55.2" +description = "Git for data scientists - manage your code and data together" +optional = false +python-versions = ">=3.9" +files = [ + {file = "dvc-3.55.2-py3-none-any.whl", hash = "sha256:1324e4a5471618a4300dd0a7c33ac877d5e057fbe48940812116494865d0e4e2"}, + {file = "dvc-3.55.2.tar.gz", hash = "sha256:2fbb38385753d51b25967c80e672cf9dea046bdac182c159a2c1d1f246d15ce0"}, +] + +[package.dependencies] +attrs = ">=22.2.0" +celery = "*" +colorama = ">=0.3.9" +configobj = ">=5.0.6" +distro = ">=1.3" +dpath = ">=2.1.0,<3" +dulwich = "*" +dvc-data = ">=3.16.2,<3.17" +dvc-http = ">=2.29.0" +dvc-objects = "*" +dvc-render = ">=1.0.1,<2" +dvc-studio-client = ">=0.21,<1" +dvc-task = ">=0.3.0,<1" +flatten-dict = ">=0.4.1,<1" +"flufl.lock" = ">=8.1.0,<9" +fsspec = ">=2024.2.0" +funcy = ">=1.14" +grandalf = ">=0.7,<1" +gto = ">=1.6.0,<2" +hydra-core = ">=1.1" +iterative-telemetry = ">=0.0.7" +kombu = "*" +networkx = ">=2.5" +omegaconf = "*" +packaging = ">=19" +pathspec = ">=0.10.3" +platformdirs = ">=3.1.1,<4" +psutil = ">=5.8" +pydot = ">=1.2.4" +pygtrie = ">=2.3.2" +pyparsing = ">=2.4.7" +requests = ">=2.22" +rich = ">=12" +"ruamel.yaml" = ">=0.17.11" +scmrepo = ">=3.3.4,<4" +shortuuid = ">=0.5" +shtab = ">=1.3.4,<2" +tabulate = ">=0.8.7" +tomlkit = ">=0.11.1" +tqdm = ">=4.63.1,<5" +voluptuous = ">=0.11.7" +"zc.lockfile" = ">=1.2.1" + +[package.extras] +all = ["dvc[azure,gdrive,gs,hdfs,oss,s3,ssh,webdav,webhdfs]"] +azure = ["dvc-azure (>=3.1.0,<4)"] +dev = ["dvc[azure,gdrive,gs,hdfs,lint,oss,s3,ssh,tests,webdav,webhdfs]"] +gdrive = ["dvc-gdrive (>=3,<4)"] +gs = ["dvc-gs (>=3,<4)"] +hdfs = ["dvc-hdfs (>=3,<4)"] +lint = ["mypy (==1.11.2)", "pandas-stubs", "types-colorama", "types-psutil", "types-pyinstaller", "types-requests", "types-tabulate", "types-toml", "types-tqdm", "typing-extensions"] +oss = ["dvc-oss (>=3,<4)"] +s3 = ["dvc-s3 (>=3.2.0,<4)"] +ssh = ["dvc-ssh (>=4,<5)"] +ssh-gssapi = ["dvc-ssh[gssapi] (>=4,<5)"] +testing = ["pytest-benchmark[histogram]", "pytest-test-utils", "uv"] +tests = ["beautifulsoup4 (>=4.4)", "dvc-ssh", "dvc[testing]", "filelock", "pandas (>=1)", "pytest (>=7,<9)", "pytest-cov (>=4.1.0)", "pytest-docker (>=1,<4)", "pytest-mock", "pytest-rerunfailures", "pytest-test-utils", "pytest-timeout (>=2)", "pytest-xdist (>=3.2)", "pywin32 (>=225)", "sqlalchemy (>=1,<3)", "tzdata"] +webdav = ["dvc-webdav (>=3,<4)"] +webhdfs = ["dvc-webhdfs (>=3.1,<4)"] +webhdfs-kerberos = ["dvc-webhdfs[kerberos] (>=3.1,<4)"] + +[[package]] +name = "dvc-data" +version = "3.16.5" +description = "DVC's data management subsystem" +optional = false +python-versions = ">=3.9" +files = [ + {file = "dvc_data-3.16.5-py3-none-any.whl", hash = "sha256:d7004964eef4442521957ccf3ed3f2f6add3c4dfe7b830773ebe68875c481a55"}, + {file = "dvc_data-3.16.5.tar.gz", hash = "sha256:ba0d9ac53a1809622f59ff86b24d07639fce7c98d0c26ef9406eed309d04c856"}, +] + +[package.dependencies] +attrs = ">=21.3.0" +dictdiffer = ">=0.8.1" +diskcache = ">=5.2.1" +dvc-objects = ">=4.0.1,<6" +fsspec = ">=2024.2.0" +orjson = {version = ">=3,<4", markers = "implementation_name == \"cpython\""} +pygtrie = ">=2.3.2" +sqltrie = ">=0.11.0,<1" +tqdm = ">=4.63.1,<5" + +[package.extras] +all = ["dvc-data[cli]"] +cli = ["rich (>=10.11.0,<14.0.0)", "typer (>=0.6)"] +dev = ["blake3 (>=0.3.1)", "dvc-data[all]", "dvc-data[tests]", "mypy (==1.11.1)", "types-tqdm"] +tests = ["pytest (>=7,<9)", "pytest-benchmark (>=4)", "pytest-cov (>=4.1.0)", "pytest-mock", "pytest-servers[s3] (==0.5.6)", "pytest-sugar"] + +[[package]] +name = "dvc-http" +version = "2.32.0" +description = "http plugin for dvc" +optional = false +python-versions = ">=3.8" +files = [ + {file = "dvc-http-2.32.0.tar.gz", hash = "sha256:f714f8435634aab943c625f659ddac1188c6ddaf3ff161b39715b83ff39637fc"}, + {file = "dvc_http-2.32.0-py3-none-any.whl", hash = "sha256:1bfd57a9eae3cbfa1db564d90d87003841921a644ab35f3f7735c641cc93d72e"}, +] + +[package.dependencies] +aiohttp-retry = ">=2.5.0" +fsspec = {version = "*", extras = ["http"]} + +[package.extras] +tests = ["dvc[testing]", "flaky (==3.7.0)", "mypy (==0.910)", "pylint (==2.15.9)", "pytest (==6.2.5)", "pytest-cov (==3.0.0)", "pytest-mock (==3.6.1)", "pytest-xdist (==2.4.0)", "rangehttpserver (==1.2.0)", "types-requests (==2.25.11)"] + +[[package]] +name = "dvc-objects" +version = "5.1.0" +description = "dvc objects - filesystem and object-db level abstractions to use in dvc and dvc-data" +optional = false +python-versions = ">=3.9" +files = [ + {file = "dvc-objects-5.1.0.tar.gz", hash = "sha256:22e919620f9ecf428a0d295efca8073d1c0e87206dd8e1f52b1d9520fa25b814"}, + {file = "dvc_objects-5.1.0-py3-none-any.whl", hash = "sha256:c29b28f372674f53eca13323832d7b61c14bc29d516c39f6e87c5eba871a00ba"}, +] + +[package.dependencies] +fsspec = ">=2024.2.0" + +[package.extras] +dev = ["dvc-objects[tests]", "mypy (==1.8.0)"] +tests = ["pytest (>=7,<8)", "pytest-asyncio (>=0.23.2,<1)", "pytest-benchmark", "pytest-cov (>=4.1.0)", "pytest-mock", "pytest-sugar", "reflink"] + +[[package]] +name = "dvc-render" +version = "1.0.2" +description = "Dvc Render" +optional = false +python-versions = ">=3.9" +files = [ + {file = "dvc-render-1.0.2.tar.gz", hash = "sha256:40d1cd81760daf34b48fa8362b5002fcbe415e3cdbcf42369b6347d01497ffc0"}, + {file = "dvc_render-1.0.2-py3-none-any.whl", hash = "sha256:7e3e3cec1200fda41a99984190f14871f3cb878db7f94c853305056f69614ddb"}, +] + +[package.extras] +dev = ["dvc-render[docs,tests]", "mypy (==1.9.0)"] +docs = ["mkdocs (>=1.5.2,<2)", "mkdocs-gen-files (>=0.5.0,<1)", "mkdocs-material (>=9.3.1,<10)", "mkdocs-section-index (>=0.3.6,<1)", "mkdocstrings-python (>=1.6.3,<2)"] +markdown = ["dvc-render[table]", "matplotlib"] +table = ["flatten-dict (>=0.4.1,<1)", "tabulate (>=0.8.7)"] +tests = ["dvc-render[markdown,table]", "pytest (>=7,<9)", "pytest-cov (>=4.1.0)", "pytest-mock", "pytest-sugar"] + +[[package]] +name = "dvc-s3" +version = "3.2.0" +description = "s3 plugin for dvc" +optional = false +python-versions = ">=3.9" +files = [ + {file = "dvc_s3-3.2.0-py3-none-any.whl", hash = "sha256:036fa8b847349f14cf8ab5e789ae4eda47f50dd1eee487c83ee1c0902d647c25"}, + {file = "dvc_s3-3.2.0.tar.gz", hash = "sha256:1d012ac1dce47659986f918123b48931cf9b3429ab0b4a22fd4b02448185ceb6"}, +] + +[package.dependencies] +aiobotocore = {version = ">=2.5.0", extras = ["boto3"]} +dvc = "*" +flatten-dict = ">=0.4.1,<1" +s3fs = ">=2023.6.0" + +[package.extras] +dev = ["dvc-s3[tests]", "mypy (==1.9.0)"] +tests = ["dvc[testing]", "pytest (>=7,<9)", "pytest-cov (>=4.1.0)", "pytest-servers[s3] (>=0.4.0)", "pytest-xdist (>=3.2)"] + +[[package]] +name = "dvc-studio-client" +version = "0.21.0" +description = "Small library to post data from DVC/DVCLive to Iterative Studio" +optional = false +python-versions = ">=3.9" +files = [ + {file = "dvc_studio_client-0.21.0-py3-none-any.whl", hash = "sha256:93006e3812c830b42ff79746e6c6163e97a3c3ead6722ec2f1dec1d7dbf0b071"}, + {file = "dvc_studio_client-0.21.0.tar.gz", hash = "sha256:db212ff5cf73dce886d0713a5d2bf4bc0bbfb499f3ca8548705ca98aab5addd1"}, +] + +[package.dependencies] +dulwich = "*" +requests = "*" +voluptuous = "*" + +[package.extras] +dev = ["dvc-studio-client[docs,tests]", "mypy (==1.10.1)", "types-requests"] +docs = ["mkdocs (>=1.5.2,<2)", "mkdocs-gen-files (>=0.5.0,<1)", "mkdocs-material (>=9.3.1,<10)", "mkdocs-section-index (>=0.3.6,<1)", "mkdocstrings-python (>=1.6.3,<2)"] +tests = ["pytest (>=7,<9)", "pytest-cov (>=4.1.0)", "pytest-mock", "pytest-sugar"] + +[[package]] +name = "dvc-task" +version = "0.4.0" +description = "Extensible task queue used in DVC." +optional = false +python-versions = ">=3.8" +files = [ + {file = "dvc-task-0.4.0.tar.gz", hash = "sha256:c0166626af9c0e932ba18194fbc57df38f22860fcc0fbd450dee14ef9615cd3c"}, + {file = "dvc_task-0.4.0-py3-none-any.whl", hash = "sha256:ed047e4bb5031fcf640357ae4638a2a89e34f556560ed9d1fbf6646ed4e8cca6"}, +] + +[package.dependencies] +celery = ">=5.3.0,<6" +funcy = ">=1.17" +kombu = ">=5.3.0,<6" +pywin32 = {version = ">=225", markers = "sys_platform == \"win32\""} +shortuuid = ">=1.0.8" + +[package.extras] +dev = ["celery-types", "celery-types (==0.15.0)", "dvc-task[docs,tests]", "mypy (==1.9.0)"] +docs = ["mkdocs (>=1.5.2,<2)", "mkdocs-gen-files (>=0.5.0,<1)", "mkdocs-material (>=9.3.1,<10)", "mkdocs-section-index (>=0.3.6,<1)", "mkdocstrings-python (>=1.6.3,<2)"] +tests = ["pytest (>=7,<9)", "pytest-celery", "pytest-cov (>=4.1.0)", "pytest-mock", "pytest-rerunfailures", "pytest-sugar", "pytest-test-utils (>=0.0.6)"] + [[package]] name = "dynaconf" version = "3.2.6" @@ -284,6 +1170,17 @@ toml = ["toml"] vault = ["hvac"] yaml = ["ruamel.yaml"] +[[package]] +name = "entrypoints" +version = "0.4" +description = "Discover and load entry points from installed packages." +optional = false +python-versions = ">=3.6" +files = [ + {file = "entrypoints-0.4-py3-none-any.whl", hash = "sha256:f174b5ff827504fd3cd97cc3f8649f3693f51538c7e4bdf3ef002c8429d42f9f"}, + {file = "entrypoints-0.4.tar.gz", hash = "sha256:b706eddaa9218a19ebcd67b56818f05bb27589b1ca9e8d797b74affad4ccacd4"}, +] + [[package]] name = "evidently" version = "0.4.36" @@ -377,6 +1274,121 @@ mccabe = ">=0.7.0,<0.8.0" pycodestyle = ">=2.12.0,<2.13.0" pyflakes = ">=3.2.0,<3.3.0" +[[package]] +name = "flatten-dict" +version = "0.4.2" +description = "A flexible utility for flattening and unflattening dict-like objects in Python." +optional = false +python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*" +files = [ + {file = "flatten-dict-0.4.2.tar.gz", hash = "sha256:506a96b6e6f805b81ae46a0f9f31290beb5fa79ded9d80dbe1b7fa236ab43076"}, + {file = "flatten_dict-0.4.2-py2.py3-none-any.whl", hash = "sha256:7e245b20c4c718981212210eec4284a330c9f713e632e98765560e05421e48ad"}, +] + +[package.dependencies] +six = ">=1.12,<2.0" + +[[package]] +name = "flufl-lock" +version = "8.1.0" +description = "NFS-safe file locking with timeouts for POSIX and Windows" +optional = false +python-versions = ">=3.8" +files = [ + {file = "flufl_lock-8.1.0-py3-none-any.whl", hash = "sha256:a01b2153d1b0cc170a26b1413037debbe94af6a1cd23164b3b2b229f766b164f"}, + {file = "flufl_lock-8.1.0.tar.gz", hash = "sha256:d88302005692a63d98b60080158faf089be5ecae6969f706409da8276fdce7cb"}, +] + +[package.dependencies] +atpublic = "*" +psutil = "*" + +[[package]] +name = "frozenlist" +version = "1.4.1" +description = "A list-like structure which implements collections.abc.MutableSequence" +optional = false +python-versions = ">=3.8" +files = [ + {file = "frozenlist-1.4.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:f9aa1878d1083b276b0196f2dfbe00c9b7e752475ed3b682025ff20c1c1f51ac"}, + {file = "frozenlist-1.4.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:29acab3f66f0f24674b7dc4736477bcd4bc3ad4b896f5f45379a67bce8b96868"}, + {file = "frozenlist-1.4.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:74fb4bee6880b529a0c6560885fce4dc95936920f9f20f53d99a213f7bf66776"}, + {file = "frozenlist-1.4.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:590344787a90ae57d62511dd7c736ed56b428f04cd8c161fcc5e7232c130c69a"}, + {file = "frozenlist-1.4.1-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:068b63f23b17df8569b7fdca5517edef76171cf3897eb68beb01341131fbd2ad"}, + {file = "frozenlist-1.4.1-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:5c849d495bf5154cd8da18a9eb15db127d4dba2968d88831aff6f0331ea9bd4c"}, + {file = "frozenlist-1.4.1-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:9750cc7fe1ae3b1611bb8cfc3f9ec11d532244235d75901fb6b8e42ce9229dfe"}, + {file = "frozenlist-1.4.1-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a9b2de4cf0cdd5bd2dee4c4f63a653c61d2408055ab77b151c1957f221cabf2a"}, + {file = "frozenlist-1.4.1-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:0633c8d5337cb5c77acbccc6357ac49a1770b8c487e5b3505c57b949b4b82e98"}, + {file = "frozenlist-1.4.1-cp310-cp310-musllinux_1_1_i686.whl", hash = "sha256:27657df69e8801be6c3638054e202a135c7f299267f1a55ed3a598934f6c0d75"}, + {file = "frozenlist-1.4.1-cp310-cp310-musllinux_1_1_ppc64le.whl", hash = "sha256:f9a3ea26252bd92f570600098783d1371354d89d5f6b7dfd87359d669f2109b5"}, + {file = "frozenlist-1.4.1-cp310-cp310-musllinux_1_1_s390x.whl", hash = "sha256:4f57dab5fe3407b6c0c1cc907ac98e8a189f9e418f3b6e54d65a718aaafe3950"}, + {file = "frozenlist-1.4.1-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:e02a0e11cf6597299b9f3bbd3f93d79217cb90cfd1411aec33848b13f5c656cc"}, + {file = "frozenlist-1.4.1-cp310-cp310-win32.whl", hash = "sha256:a828c57f00f729620a442881cc60e57cfcec6842ba38e1b19fd3e47ac0ff8dc1"}, + {file = "frozenlist-1.4.1-cp310-cp310-win_amd64.whl", hash = "sha256:f56e2333dda1fe0f909e7cc59f021eba0d2307bc6f012a1ccf2beca6ba362439"}, + {file = "frozenlist-1.4.1-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:a0cb6f11204443f27a1628b0e460f37fb30f624be6051d490fa7d7e26d4af3d0"}, + {file = "frozenlist-1.4.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:b46c8ae3a8f1f41a0d2ef350c0b6e65822d80772fe46b653ab6b6274f61d4a49"}, + {file = "frozenlist-1.4.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:fde5bd59ab5357e3853313127f4d3565fc7dad314a74d7b5d43c22c6a5ed2ced"}, + {file = "frozenlist-1.4.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:722e1124aec435320ae01ee3ac7bec11a5d47f25d0ed6328f2273d287bc3abb0"}, + {file = "frozenlist-1.4.1-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:2471c201b70d58a0f0c1f91261542a03d9a5e088ed3dc6c160d614c01649c106"}, + {file = "frozenlist-1.4.1-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:c757a9dd70d72b076d6f68efdbb9bc943665ae954dad2801b874c8c69e185068"}, + {file = "frozenlist-1.4.1-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:f146e0911cb2f1da549fc58fc7bcd2b836a44b79ef871980d605ec392ff6b0d2"}, + {file = "frozenlist-1.4.1-cp311-cp311-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:4f9c515e7914626b2a2e1e311794b4c35720a0be87af52b79ff8e1429fc25f19"}, + {file = "frozenlist-1.4.1-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:c302220494f5c1ebeb0912ea782bcd5e2f8308037b3c7553fad0e48ebad6ad82"}, + {file = "frozenlist-1.4.1-cp311-cp311-musllinux_1_1_i686.whl", hash = "sha256:442acde1e068288a4ba7acfe05f5f343e19fac87bfc96d89eb886b0363e977ec"}, + {file = "frozenlist-1.4.1-cp311-cp311-musllinux_1_1_ppc64le.whl", hash = "sha256:1b280e6507ea8a4fa0c0a7150b4e526a8d113989e28eaaef946cc77ffd7efc0a"}, + {file = "frozenlist-1.4.1-cp311-cp311-musllinux_1_1_s390x.whl", hash = "sha256:fe1a06da377e3a1062ae5fe0926e12b84eceb8a50b350ddca72dc85015873f74"}, + {file = "frozenlist-1.4.1-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:db9e724bebd621d9beca794f2a4ff1d26eed5965b004a97f1f1685a173b869c2"}, + {file = "frozenlist-1.4.1-cp311-cp311-win32.whl", hash = "sha256:e774d53b1a477a67838a904131c4b0eef6b3d8a651f8b138b04f748fccfefe17"}, + {file = "frozenlist-1.4.1-cp311-cp311-win_amd64.whl", hash = "sha256:fb3c2db03683b5767dedb5769b8a40ebb47d6f7f45b1b3e3b4b51ec8ad9d9825"}, + {file = "frozenlist-1.4.1-cp312-cp312-macosx_10_9_universal2.whl", hash = "sha256:1979bc0aeb89b33b588c51c54ab0161791149f2461ea7c7c946d95d5f93b56ae"}, + {file = "frozenlist-1.4.1-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:cc7b01b3754ea68a62bd77ce6020afaffb44a590c2289089289363472d13aedb"}, + {file = "frozenlist-1.4.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:c9c92be9fd329ac801cc420e08452b70e7aeab94ea4233a4804f0915c14eba9b"}, + {file = "frozenlist-1.4.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5c3894db91f5a489fc8fa6a9991820f368f0b3cbdb9cd8849547ccfab3392d86"}, + {file = "frozenlist-1.4.1-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:ba60bb19387e13597fb059f32cd4d59445d7b18b69a745b8f8e5db0346f33480"}, + {file = "frozenlist-1.4.1-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:8aefbba5f69d42246543407ed2461db31006b0f76c4e32dfd6f42215a2c41d09"}, + {file = "frozenlist-1.4.1-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:780d3a35680ced9ce682fbcf4cb9c2bad3136eeff760ab33707b71db84664e3a"}, + {file = "frozenlist-1.4.1-cp312-cp312-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9acbb16f06fe7f52f441bb6f413ebae6c37baa6ef9edd49cdd567216da8600cd"}, + {file = "frozenlist-1.4.1-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:23b701e65c7b36e4bf15546a89279bd4d8675faabc287d06bbcfac7d3c33e1e6"}, + {file = "frozenlist-1.4.1-cp312-cp312-musllinux_1_1_i686.whl", hash = "sha256:3e0153a805a98f5ada7e09826255ba99fb4f7524bb81bf6b47fb702666484ae1"}, + {file = "frozenlist-1.4.1-cp312-cp312-musllinux_1_1_ppc64le.whl", hash = "sha256:dd9b1baec094d91bf36ec729445f7769d0d0cf6b64d04d86e45baf89e2b9059b"}, + {file = "frozenlist-1.4.1-cp312-cp312-musllinux_1_1_s390x.whl", hash = "sha256:1a4471094e146b6790f61b98616ab8e44f72661879cc63fa1049d13ef711e71e"}, + {file = "frozenlist-1.4.1-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:5667ed53d68d91920defdf4035d1cdaa3c3121dc0b113255124bcfada1cfa1b8"}, + {file = "frozenlist-1.4.1-cp312-cp312-win32.whl", hash = "sha256:beee944ae828747fd7cb216a70f120767fc9f4f00bacae8543c14a6831673f89"}, + {file = "frozenlist-1.4.1-cp312-cp312-win_amd64.whl", hash = "sha256:64536573d0a2cb6e625cf309984e2d873979709f2cf22839bf2d61790b448ad5"}, + {file = "frozenlist-1.4.1-cp38-cp38-macosx_10_9_universal2.whl", hash = "sha256:20b51fa3f588ff2fe658663db52a41a4f7aa6c04f6201449c6c7c476bd255c0d"}, + {file = "frozenlist-1.4.1-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:410478a0c562d1a5bcc2f7ea448359fcb050ed48b3c6f6f4f18c313a9bdb1826"}, + {file = "frozenlist-1.4.1-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:c6321c9efe29975232da3bd0af0ad216800a47e93d763ce64f291917a381b8eb"}, + {file = "frozenlist-1.4.1-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:48f6a4533887e189dae092f1cf981f2e3885175f7a0f33c91fb5b7b682b6bab6"}, + {file = "frozenlist-1.4.1-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:6eb73fa5426ea69ee0e012fb59cdc76a15b1283d6e32e4f8dc4482ec67d1194d"}, + {file = "frozenlist-1.4.1-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:fbeb989b5cc29e8daf7f976b421c220f1b8c731cbf22b9130d8815418ea45887"}, + {file = "frozenlist-1.4.1-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:32453c1de775c889eb4e22f1197fe3bdfe457d16476ea407472b9442e6295f7a"}, + {file = "frozenlist-1.4.1-cp38-cp38-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:693945278a31f2086d9bf3df0fe8254bbeaef1fe71e1351c3bd730aa7d31c41b"}, + {file = "frozenlist-1.4.1-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:1d0ce09d36d53bbbe566fe296965b23b961764c0bcf3ce2fa45f463745c04701"}, + {file = "frozenlist-1.4.1-cp38-cp38-musllinux_1_1_i686.whl", hash = "sha256:3a670dc61eb0d0eb7080890c13de3066790f9049b47b0de04007090807c776b0"}, + {file = "frozenlist-1.4.1-cp38-cp38-musllinux_1_1_ppc64le.whl", hash = "sha256:dca69045298ce5c11fd539682cff879cc1e664c245d1c64da929813e54241d11"}, + {file = "frozenlist-1.4.1-cp38-cp38-musllinux_1_1_s390x.whl", hash = "sha256:a06339f38e9ed3a64e4c4e43aec7f59084033647f908e4259d279a52d3757d09"}, + {file = "frozenlist-1.4.1-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:b7f2f9f912dca3934c1baec2e4585a674ef16fe00218d833856408c48d5beee7"}, + {file = "frozenlist-1.4.1-cp38-cp38-win32.whl", hash = "sha256:e7004be74cbb7d9f34553a5ce5fb08be14fb33bc86f332fb71cbe5216362a497"}, + {file = "frozenlist-1.4.1-cp38-cp38-win_amd64.whl", hash = "sha256:5a7d70357e7cee13f470c7883a063aae5fe209a493c57d86eb7f5a6f910fae09"}, + {file = "frozenlist-1.4.1-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:bfa4a17e17ce9abf47a74ae02f32d014c5e9404b6d9ac7f729e01562bbee601e"}, + {file = "frozenlist-1.4.1-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:b7e3ed87d4138356775346e6845cccbe66cd9e207f3cd11d2f0b9fd13681359d"}, + {file = "frozenlist-1.4.1-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:c99169d4ff810155ca50b4da3b075cbde79752443117d89429595c2e8e37fed8"}, + {file = "frozenlist-1.4.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:edb678da49d9f72c9f6c609fbe41a5dfb9a9282f9e6a2253d5a91e0fc382d7c0"}, + {file = "frozenlist-1.4.1-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:6db4667b187a6742b33afbbaf05a7bc551ffcf1ced0000a571aedbb4aa42fc7b"}, + {file = "frozenlist-1.4.1-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:55fdc093b5a3cb41d420884cdaf37a1e74c3c37a31f46e66286d9145d2063bd0"}, + {file = "frozenlist-1.4.1-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:82e8211d69a4f4bc360ea22cd6555f8e61a1bd211d1d5d39d3d228b48c83a897"}, + {file = "frozenlist-1.4.1-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:89aa2c2eeb20957be2d950b85974b30a01a762f3308cd02bb15e1ad632e22dc7"}, + {file = "frozenlist-1.4.1-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:9d3e0c25a2350080e9319724dede4f31f43a6c9779be48021a7f4ebde8b2d742"}, + {file = "frozenlist-1.4.1-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:7268252af60904bf52c26173cbadc3a071cece75f873705419c8681f24d3edea"}, + {file = "frozenlist-1.4.1-cp39-cp39-musllinux_1_1_ppc64le.whl", hash = "sha256:0c250a29735d4f15321007fb02865f0e6b6a41a6b88f1f523ca1596ab5f50bd5"}, + {file = "frozenlist-1.4.1-cp39-cp39-musllinux_1_1_s390x.whl", hash = "sha256:96ec70beabbd3b10e8bfe52616a13561e58fe84c0101dd031dc78f250d5128b9"}, + {file = "frozenlist-1.4.1-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:23b2d7679b73fe0e5a4560b672a39f98dfc6f60df63823b0a9970525325b95f6"}, + {file = "frozenlist-1.4.1-cp39-cp39-win32.whl", hash = "sha256:a7496bfe1da7fb1a4e1cc23bb67c58fab69311cc7d32b5a99c2007b4b2a0e932"}, + {file = "frozenlist-1.4.1-cp39-cp39-win_amd64.whl", hash = "sha256:e6a20a581f9ce92d389a8c7d7c3dd47c81fd5d6e655c8dddf341e14aa48659d0"}, + {file = "frozenlist-1.4.1-py3-none-any.whl", hash = "sha256:04ced3e6a46b4cfffe20f9ae482818e34eba9b5fb0ce4056e4cc9b6e212d09b7"}, + {file = "frozenlist-1.4.1.tar.gz", hash = "sha256:c037a86e8513059a2613aaba4d817bb90b9d9b6b69aace3ce9c877e8c8ed402b"}, +] + [[package]] name = "fsspec" version = "2024.6.1" @@ -388,6 +1400,10 @@ files = [ {file = "fsspec-2024.6.1.tar.gz", hash = "sha256:fad7d7e209dd4c1208e3bbfda706620e0da5142bebbd9c384afb95b07e798e49"}, ] +[package.dependencies] +aiohttp = {version = "<4.0.0a0 || >4.0.0a0,<4.0.0a1 || >4.0.0a1", optional = true, markers = "extra == \"http\""} +tqdm = {version = "*", optional = true, markers = "extra == \"tqdm\""} + [package.extras] abfs = ["adlfs"] adl = ["adlfs"] @@ -416,6 +1432,49 @@ test-downstream = ["aiobotocore (>=2.5.4,<3.0.0)", "dask-expr", "dask[dataframe, test-full = ["adlfs", "aiohttp (!=4.0.0a0,!=4.0.0a1)", "cloudpickle", "dask", "distributed", "dropbox", "dropboxdrivefs", "fastparquet", "fusepy", "gcsfs", "jinja2", "kerchunk", "libarchive-c", "lz4", "notebook", "numpy", "ocifs", "pandas", "panel", "paramiko", "pyarrow", "pyarrow (>=1)", "pyftpdlib", "pygit2", "pytest", "pytest-asyncio (!=0.22.0)", "pytest-benchmark", "pytest-cov", "pytest-mock", "pytest-recording", "pytest-rerunfailures", "python-snappy", "requests", "smbprotocol", "tqdm", "urllib3", "zarr", "zstandard"] tqdm = ["tqdm"] +[[package]] +name = "funcy" +version = "2.0" +description = "A fancy and practical functional tools" +optional = false +python-versions = "*" +files = [ + {file = "funcy-2.0-py2.py3-none-any.whl", hash = "sha256:53df23c8bb1651b12f095df764bfb057935d49537a56de211b098f4c79614bb0"}, + {file = "funcy-2.0.tar.gz", hash = "sha256:3963315d59d41c6f30c04bc910e10ab50a3ac4a225868bfa96feed133df075cb"}, +] + +[[package]] +name = "gitdb" +version = "4.0.11" +description = "Git Object Database" +optional = false +python-versions = ">=3.7" +files = [ + {file = "gitdb-4.0.11-py3-none-any.whl", hash = "sha256:81a3407ddd2ee8df444cbacea00e2d038e40150acfa3001696fe0dcf1d3adfa4"}, + {file = "gitdb-4.0.11.tar.gz", hash = "sha256:bf5421126136d6d0af55bc1e7c1af1c397a34f5b7bd79e776cd3e89785c2b04b"}, +] + +[package.dependencies] +smmap = ">=3.0.1,<6" + +[[package]] +name = "gitpython" +version = "3.1.43" +description = "GitPython is a Python library used to interact with Git repositories" +optional = false +python-versions = ">=3.7" +files = [ + {file = "GitPython-3.1.43-py3-none-any.whl", hash = "sha256:eec7ec56b92aad751f9912a73404bc02ba212a23adb2c7098ee668417051a1ff"}, + {file = "GitPython-3.1.43.tar.gz", hash = "sha256:35f314a9f878467f5453cc1fee295c3e18e52f1b99f10f6cf5b1682e968a9e7c"}, +] + +[package.dependencies] +gitdb = ">=4.0.1,<5" + +[package.extras] +doc = ["sphinx (==4.3.2)", "sphinx-autodoc-typehints", "sphinx-rtd-theme", "sphinxcontrib-applehelp (>=1.0.2,<=1.0.4)", "sphinxcontrib-devhelp (==1.0.2)", "sphinxcontrib-htmlhelp (>=2.0.0,<=2.0.1)", "sphinxcontrib-qthelp (==1.0.3)", "sphinxcontrib-serializinghtml (==1.1.5)"] +test = ["coverage[toml]", "ddt (>=1.1.1,!=1.4.3)", "mock", "mypy", "pre-commit", "pytest (>=7.3.1)", "pytest-cov", "pytest-instafail", "pytest-mock", "pytest-sugar", "typing-extensions"] + [[package]] name = "googleapis-common-protos" version = "1.65.0" @@ -433,6 +1492,23 @@ protobuf = ">=3.20.2,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4 [package.extras] grpc = ["grpcio (>=1.44.0,<2.0.0.dev0)"] +[[package]] +name = "grandalf" +version = "0.8" +description = "Graph and drawing algorithms framework" +optional = false +python-versions = "*" +files = [ + {file = "grandalf-0.8-py3-none-any.whl", hash = "sha256:793ca254442f4a79252ea9ff1ab998e852c1e071b863593e5383afee906b4185"}, + {file = "grandalf-0.8.tar.gz", hash = "sha256:2813f7aab87f0d20f334a3162ccfbcbf085977134a17a5b516940a93a77ea974"}, +] + +[package.dependencies] +pyparsing = "*" + +[package.extras] +full = ["numpy", "ply"] + [[package]] name = "grpcio" version = "1.66.0" @@ -491,6 +1567,31 @@ files = [ [package.extras] protobuf = ["grpcio-tools (>=1.66.0)"] +[[package]] +name = "gto" +version = "1.7.1" +description = "Version and deploy your models following GitOps principles" +optional = false +python-versions = ">=3.9" +files = [ + {file = "gto-1.7.1-py3-none-any.whl", hash = "sha256:466c3e059aacc7eb3b7780a5f4b49e4a32001b059feb2b426d5b0737f7e71f72"}, + {file = "gto-1.7.1.tar.gz", hash = "sha256:24100e735195c0d54539401f42804fc9042998276cdc4233f49f153fd38a7d75"}, +] + +[package.dependencies] +entrypoints = "*" +funcy = "*" +pydantic = ">=1.9.0,<2.0.0 || >2.0.0,<3" +rich = "*" +"ruamel.yaml" = "*" +scmrepo = ">=3,<4" +semver = ">=2.13.0" +tabulate = ">=0.8.10" +typer = ">=0.4.1" + +[package.extras] +tests = ["freezegun", "pylint (==3.1.0)", "pylint-plugin-utils", "pytest", "pytest-cov", "pytest-mock", "pytest-test-utils", "types-freezegun"] + [[package]] name = "h11" version = "0.14.0" @@ -596,6 +1697,22 @@ http2 = ["h2 (>=3,<5)"] socks = ["socksio (==1.*)"] zstd = ["zstandard (>=0.18.0)"] +[[package]] +name = "hydra-core" +version = "1.3.2" +description = "A framework for elegantly configuring complex applications" +optional = false +python-versions = "*" +files = [ + {file = "hydra-core-1.3.2.tar.gz", hash = "sha256:8a878ed67216997c3e9d88a8e72e7b4767e81af37afb4ea3334b269a4390a824"}, + {file = "hydra_core-1.3.2-py3-none-any.whl", hash = "sha256:fa0238a9e31df3373b35b0bfb672c34cc92718d21f81311d8996a16de1141d8b"}, +] + +[package.dependencies] +antlr4-python3-runtime = "==4.9.*" +omegaconf = ">=2.2,<2.4" +packaging = "*" + [[package]] name = "idna" version = "3.8" @@ -672,6 +1789,17 @@ requests = "*" dev = ["mypy (==0.971)", "pylint (==2.15.0)", "pytest (==7.2.0)", "pytest-cov (==3.0.0)", "pytest-mock (==3.8.2)", "pytest-sugar (==0.9.5)", "types-requests"] tests = ["mypy (==0.971)", "pylint (==2.15.0)", "pytest (==7.2.0)", "pytest-cov (==3.0.0)", "pytest-mock (==3.8.2)", "pytest-sugar (==0.9.5)", "types-requests"] +[[package]] +name = "jmespath" +version = "1.0.1" +description = "JSON Matching Expressions" +optional = false +python-versions = ">=3.7" +files = [ + {file = "jmespath-1.0.1-py3-none-any.whl", hash = "sha256:02e2e4cc71b5bcab88332eebf907519190dd9e6e82107fa7f83b1003a6252980"}, + {file = "jmespath-1.0.1.tar.gz", hash = "sha256:90261b206d6defd58fdd5e85f478bf633a2901798906be2ad389150c5c60edbe"}, +] + [[package]] name = "joblib" version = "1.4.2" @@ -683,6 +1811,38 @@ files = [ {file = "joblib-1.4.2.tar.gz", hash = "sha256:2382c5816b2636fbd20a09e0f4e9dad4736765fdfb7dca582943b9c1366b3f0e"}, ] +[[package]] +name = "kombu" +version = "5.4.0" +description = "Messaging library for Python." +optional = false +python-versions = ">=3.8" +files = [ + {file = "kombu-5.4.0-py3-none-any.whl", hash = "sha256:c8dd99820467610b4febbc7a9e8a0d3d7da2d35116b67184418b51cc520ea6b6"}, + {file = "kombu-5.4.0.tar.gz", hash = "sha256:ad200a8dbdaaa2bbc5f26d2ee7d707d9a1fded353a0f4bd751ce8c7d9f449c60"}, +] + +[package.dependencies] +amqp = ">=5.1.1,<6.0.0" +vine = "5.1.0" + +[package.extras] +azureservicebus = ["azure-servicebus (>=7.10.0)"] +azurestoragequeues = ["azure-identity (>=1.12.0)", "azure-storage-queue (>=12.6.0)"] +confluentkafka = ["confluent-kafka (>=2.2.0)"] +consul = ["python-consul2 (==0.1.5)"] +librabbitmq = ["librabbitmq (>=2.0.0)"] +mongodb = ["pymongo (>=4.1.1)"] +msgpack = ["msgpack (==1.0.8)"] +pyro = ["pyro4 (==4.82)"] +qpid = ["qpid-python (>=0.26)", "qpid-tools (>=0.26)"] +redis = ["redis (>=4.5.2,!=4.5.5,!=5.0.2)"] +slmq = ["softlayer-messaging (>=1.0.3)"] +sqlalchemy = ["sqlalchemy (>=1.4.48,<2.1)"] +sqs = ["boto3 (>=1.26.143)", "pycurl (>=7.43.0.5)", "urllib3 (>=1.26.16)"] +yaml = ["PyYAML (>=3.10)"] +zookeeper = ["kazoo (>=2.8.0)"] + [[package]] name = "litestar" version = "2.11.0" @@ -946,6 +2106,24 @@ files = [ {file = "mypy_extensions-1.0.0.tar.gz", hash = "sha256:75dbf8955dc00442a438fc4d0666508a9a97b6bd41aa2f0ffe9d2f2725af0782"}, ] +[[package]] +name = "networkx" +version = "3.3" +description = "Python package for creating and manipulating graphs and networks" +optional = false +python-versions = ">=3.10" +files = [ + {file = "networkx-3.3-py3-none-any.whl", hash = "sha256:28575580c6ebdaf4505b22c6256a2b9de86b316dc63ba9e93abde3d78dfdbcf2"}, + {file = "networkx-3.3.tar.gz", hash = "sha256:0c127d8b2f4865f59ae9cb8aafcd60b5c70f3241ebd66f7defad7c4ab90126c9"}, +] + +[package.extras] +default = ["matplotlib (>=3.6)", "numpy (>=1.23)", "pandas (>=1.4)", "scipy (>=1.9,!=1.11.0,!=1.11.1)"] +developer = ["changelist (==0.5)", "mypy (>=1.1)", "pre-commit (>=3.2)", "rtoml"] +doc = ["myst-nb (>=1.0)", "numpydoc (>=1.7)", "pillow (>=9.4)", "pydata-sphinx-theme (>=0.14)", "sphinx (>=7)", "sphinx-gallery (>=0.14)", "texext (>=0.6.7)"] +extra = ["lxml (>=4.6)", "pydot (>=2.0)", "pygraphviz (>=1.12)", "sympy (>=1.10)"] +test = ["pytest (>=7.2)", "pytest-cov (>=4.0)"] + [[package]] name = "nltk" version = "3.9.1" @@ -1032,6 +2210,21 @@ files = [ {file = "numpy-2.1.0.tar.gz", hash = "sha256:7dc90da0081f7e1da49ec4e398ede6a8e9cc4f5ebe5f9e06b443ed889ee9aaa2"}, ] +[[package]] +name = "omegaconf" +version = "2.3.0" +description = "A flexible configuration library" +optional = false +python-versions = ">=3.6" +files = [ + {file = "omegaconf-2.3.0-py3-none-any.whl", hash = "sha256:7b4df175cdb08ba400f45cae3bdcae7ba8365db4d165fc65fd04b050ab63b46b"}, + {file = "omegaconf-2.3.0.tar.gz", hash = "sha256:d5d4b6d29955cc50ad50c46dc269bcd92c6e00f5f90d23ab5fee7bfca4ba4cc7"}, +] + +[package.dependencies] +antlr4-python3-runtime = "==4.9.*" +PyYAML = ">=5.1.0" + [[package]] name = "opentelemetry-api" version = "1.26.0" @@ -1146,6 +2339,72 @@ files = [ deprecated = ">=1.2.6" opentelemetry-api = "1.26.0" +[[package]] +name = "orjson" +version = "3.10.7" +description = "Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy" +optional = false +python-versions = ">=3.8" +files = [ + {file = "orjson-3.10.7-cp310-cp310-macosx_10_15_x86_64.macosx_11_0_arm64.macosx_10_15_universal2.whl", hash = "sha256:74f4544f5a6405b90da8ea724d15ac9c36da4d72a738c64685003337401f5c12"}, + {file = "orjson-3.10.7-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:34a566f22c28222b08875b18b0dfbf8a947e69df21a9ed5c51a6bf91cfb944ac"}, + {file = "orjson-3.10.7-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:bf6ba8ebc8ef5792e2337fb0419f8009729335bb400ece005606336b7fd7bab7"}, + {file = "orjson-3.10.7-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:ac7cf6222b29fbda9e3a472b41e6a5538b48f2c8f99261eecd60aafbdb60690c"}, + {file = "orjson-3.10.7-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:de817e2f5fc75a9e7dd350c4b0f54617b280e26d1631811a43e7e968fa71e3e9"}, + {file = "orjson-3.10.7-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:348bdd16b32556cf8d7257b17cf2bdb7ab7976af4af41ebe79f9796c218f7e91"}, + {file = "orjson-3.10.7-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:479fd0844ddc3ca77e0fd99644c7fe2de8e8be1efcd57705b5c92e5186e8a250"}, + {file = "orjson-3.10.7-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:fdf5197a21dd660cf19dfd2a3ce79574588f8f5e2dbf21bda9ee2d2b46924d84"}, + {file = "orjson-3.10.7-cp310-none-win32.whl", hash = "sha256:d374d36726746c81a49f3ff8daa2898dccab6596864ebe43d50733275c629175"}, + {file = "orjson-3.10.7-cp310-none-win_amd64.whl", hash = "sha256:cb61938aec8b0ffb6eef484d480188a1777e67b05d58e41b435c74b9d84e0b9c"}, + {file = "orjson-3.10.7-cp311-cp311-macosx_10_15_x86_64.macosx_11_0_arm64.macosx_10_15_universal2.whl", hash = "sha256:7db8539039698ddfb9a524b4dd19508256107568cdad24f3682d5773e60504a2"}, + {file = "orjson-3.10.7-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:480f455222cb7a1dea35c57a67578848537d2602b46c464472c995297117fa09"}, + {file = "orjson-3.10.7-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:8a9c9b168b3a19e37fe2778c0003359f07822c90fdff8f98d9d2a91b3144d8e0"}, + {file = "orjson-3.10.7-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:8de062de550f63185e4c1c54151bdddfc5625e37daf0aa1e75d2a1293e3b7d9a"}, + {file = "orjson-3.10.7-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:6b0dd04483499d1de9c8f6203f8975caf17a6000b9c0c54630cef02e44ee624e"}, + {file = "orjson-3.10.7-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b58d3795dafa334fc8fd46f7c5dc013e6ad06fd5b9a4cc98cb1456e7d3558bd6"}, + {file = "orjson-3.10.7-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:33cfb96c24034a878d83d1a9415799a73dc77480e6c40417e5dda0710d559ee6"}, + {file = "orjson-3.10.7-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:e724cebe1fadc2b23c6f7415bad5ee6239e00a69f30ee423f319c6af70e2a5c0"}, + {file = "orjson-3.10.7-cp311-none-win32.whl", hash = "sha256:82763b46053727a7168d29c772ed5c870fdae2f61aa8a25994c7984a19b1021f"}, + {file = "orjson-3.10.7-cp311-none-win_amd64.whl", hash = "sha256:eb8d384a24778abf29afb8e41d68fdd9a156cf6e5390c04cc07bbc24b89e98b5"}, + {file = "orjson-3.10.7-cp312-cp312-macosx_10_15_x86_64.macosx_11_0_arm64.macosx_10_15_universal2.whl", hash = "sha256:44a96f2d4c3af51bfac6bc4ef7b182aa33f2f054fd7f34cc0ee9a320d051d41f"}, + {file = "orjson-3.10.7-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:76ac14cd57df0572453543f8f2575e2d01ae9e790c21f57627803f5e79b0d3c3"}, + {file = "orjson-3.10.7-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:bdbb61dcc365dd9be94e8f7df91975edc9364d6a78c8f7adb69c1cdff318ec93"}, + {file = "orjson-3.10.7-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:b48b3db6bb6e0a08fa8c83b47bc169623f801e5cc4f24442ab2b6617da3b5313"}, + {file = "orjson-3.10.7-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:23820a1563a1d386414fef15c249040042b8e5d07b40ab3fe3efbfbbcbcb8864"}, + {file = "orjson-3.10.7-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a0c6a008e91d10a2564edbb6ee5069a9e66df3fbe11c9a005cb411f441fd2c09"}, + {file = "orjson-3.10.7-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:d352ee8ac1926d6193f602cbe36b1643bbd1bbcb25e3c1a657a4390f3000c9a5"}, + {file = "orjson-3.10.7-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:d2d9f990623f15c0ae7ac608103c33dfe1486d2ed974ac3f40b693bad1a22a7b"}, + {file = "orjson-3.10.7-cp312-none-win32.whl", hash = "sha256:7c4c17f8157bd520cdb7195f75ddbd31671997cbe10aee559c2d613592e7d7eb"}, + {file = "orjson-3.10.7-cp312-none-win_amd64.whl", hash = "sha256:1d9c0e733e02ada3ed6098a10a8ee0052dd55774de3d9110d29868d24b17faa1"}, + {file = "orjson-3.10.7-cp313-cp313-macosx_10_15_x86_64.macosx_11_0_arm64.macosx_10_15_universal2.whl", hash = "sha256:77d325ed866876c0fa6492598ec01fe30e803272a6e8b10e992288b009cbe149"}, + {file = "orjson-3.10.7-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9ea2c232deedcb605e853ae1db2cc94f7390ac776743b699b50b071b02bea6fe"}, + {file = "orjson-3.10.7-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:3dcfbede6737fdbef3ce9c37af3fb6142e8e1ebc10336daa05872bfb1d87839c"}, + {file = "orjson-3.10.7-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:11748c135f281203f4ee695b7f80bb1358a82a63905f9f0b794769483ea854ad"}, + {file = "orjson-3.10.7-cp313-none-win32.whl", hash = "sha256:a7e19150d215c7a13f39eb787d84db274298d3f83d85463e61d277bbd7f401d2"}, + {file = "orjson-3.10.7-cp313-none-win_amd64.whl", hash = "sha256:eef44224729e9525d5261cc8d28d6b11cafc90e6bd0be2157bde69a52ec83024"}, + {file = "orjson-3.10.7-cp38-cp38-macosx_10_15_x86_64.macosx_11_0_arm64.macosx_10_15_universal2.whl", hash = "sha256:6ea2b2258eff652c82652d5e0f02bd5e0463a6a52abb78e49ac288827aaa1469"}, + {file = "orjson-3.10.7-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:430ee4d85841e1483d487e7b81401785a5dfd69db5de01314538f31f8fbf7ee1"}, + {file = "orjson-3.10.7-cp38-cp38-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:4b6146e439af4c2472c56f8540d799a67a81226e11992008cb47e1267a9b3225"}, + {file = "orjson-3.10.7-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:084e537806b458911137f76097e53ce7bf5806dda33ddf6aaa66a028f8d43a23"}, + {file = "orjson-3.10.7-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:4829cf2195838e3f93b70fd3b4292156fc5e097aac3739859ac0dcc722b27ac0"}, + {file = "orjson-3.10.7-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:1193b2416cbad1a769f868b1749535d5da47626ac29445803dae7cc64b3f5c98"}, + {file = "orjson-3.10.7-cp38-cp38-musllinux_1_2_aarch64.whl", hash = "sha256:4e6c3da13e5a57e4b3dca2de059f243ebec705857522f188f0180ae88badd354"}, + {file = "orjson-3.10.7-cp38-cp38-musllinux_1_2_x86_64.whl", hash = "sha256:c31008598424dfbe52ce8c5b47e0752dca918a4fdc4a2a32004efd9fab41d866"}, + {file = "orjson-3.10.7-cp38-none-win32.whl", hash = "sha256:7122a99831f9e7fe977dc45784d3b2edc821c172d545e6420c375e5a935f5a1c"}, + {file = "orjson-3.10.7-cp38-none-win_amd64.whl", hash = "sha256:a763bc0e58504cc803739e7df040685816145a6f3c8a589787084b54ebc9f16e"}, + {file = "orjson-3.10.7-cp39-cp39-macosx_10_15_x86_64.macosx_11_0_arm64.macosx_10_15_universal2.whl", hash = "sha256:e76be12658a6fa376fcd331b1ea4e58f5a06fd0220653450f0d415b8fd0fbe20"}, + {file = "orjson-3.10.7-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ed350d6978d28b92939bfeb1a0570c523f6170efc3f0a0ef1f1df287cd4f4960"}, + {file = "orjson-3.10.7-cp39-cp39-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:144888c76f8520e39bfa121b31fd637e18d4cc2f115727865fdf9fa325b10412"}, + {file = "orjson-3.10.7-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:09b2d92fd95ad2402188cf51573acde57eb269eddabaa60f69ea0d733e789fe9"}, + {file = "orjson-3.10.7-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:5b24a579123fa884f3a3caadaed7b75eb5715ee2b17ab5c66ac97d29b18fe57f"}, + {file = "orjson-3.10.7-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e72591bcfe7512353bd609875ab38050efe3d55e18934e2f18950c108334b4ff"}, + {file = "orjson-3.10.7-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:f4db56635b58cd1a200b0a23744ff44206ee6aa428185e2b6c4a65b3197abdcd"}, + {file = "orjson-3.10.7-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:0fa5886854673222618638c6df7718ea7fe2f3f2384c452c9ccedc70b4a510a5"}, + {file = "orjson-3.10.7-cp39-none-win32.whl", hash = "sha256:8272527d08450ab16eb405f47e0f4ef0e5ff5981c3d82afe0efd25dcbef2bcd2"}, + {file = "orjson-3.10.7-cp39-none-win_amd64.whl", hash = "sha256:974683d4618c0c7dbf4f69c95a979734bf183d0658611760017f6e70a145af58"}, + {file = "orjson-3.10.7.tar.gz", hash = "sha256:75ef0640403f945f3a1f9f6400686560dbfb0fb5b16589ad62cd477043c4eee3"}, +] + [[package]] name = "packaging" version = "24.1" @@ -1294,19 +2553,18 @@ test = ["pytest", "pytest-cov", "scipy"] [[package]] name = "platformdirs" -version = "4.2.2" -description = "A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`." +version = "3.11.0" +description = "A small Python package for determining appropriate platform-specific dirs, e.g. a \"user data dir\"." optional = false -python-versions = ">=3.8" +python-versions = ">=3.7" files = [ - {file = "platformdirs-4.2.2-py3-none-any.whl", hash = "sha256:2d7a1657e36a80ea911db832a8a6ece5ee53d8de21edd5cc5879af6530b1bfee"}, - {file = "platformdirs-4.2.2.tar.gz", hash = "sha256:38b7b51f512eed9e84a22788b4bce1de17c0adb134d6becb09836e37d8654cd3"}, + {file = "platformdirs-3.11.0-py3-none-any.whl", hash = "sha256:e9d171d00af68be50e9202731309c4e658fd8bc76f55c11c7dd760d023bda68e"}, + {file = "platformdirs-3.11.0.tar.gz", hash = "sha256:cf8ee52a3afdb965072dcc652433e0c7e3e40cf5ea1477cd4b3b1d2eb75495b3"}, ] [package.extras] -docs = ["furo (>=2023.9.10)", "proselint (>=0.13)", "sphinx (>=7.2.6)", "sphinx-autodoc-typehints (>=1.25.2)"] -test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=7.4.3)", "pytest-cov (>=4.1)", "pytest-mock (>=3.12)"] -type = ["mypy (>=1.8)"] +docs = ["furo (>=2023.7.26)", "proselint (>=0.13)", "sphinx (>=7.1.1)", "sphinx-autodoc-typehints (>=1.24)"] +test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=7.4)", "pytest-cov (>=4.1)", "pytest-mock (>=3.11.1)"] [[package]] name = "plotly" @@ -1362,6 +2620,20 @@ odmantic = ["odmantic (<1.0.0)", "pydantic[email]"] pydantic = ["pydantic[email]"] sqlalchemy = ["sqlalchemy (>=1.4.29)"] +[[package]] +name = "prompt-toolkit" +version = "3.0.47" +description = "Library for building powerful interactive command lines in Python" +optional = false +python-versions = ">=3.7.0" +files = [ + {file = "prompt_toolkit-3.0.47-py3-none-any.whl", hash = "sha256:0d7bfa67001d5e39d02c224b663abc33687405033a8c422d0d675a5a13361d10"}, + {file = "prompt_toolkit-3.0.47.tar.gz", hash = "sha256:1e1b29cb58080b1e69f207c893a1a7bf16d127a5c30c9d17a25a5d77792e5360"}, +] + +[package.dependencies] +wcwidth = "*" + [[package]] name = "protobuf" version = "4.25.4" @@ -1382,6 +2654,35 @@ files = [ {file = "protobuf-4.25.4.tar.gz", hash = "sha256:0dc4a62cc4052a036ee2204d26fe4d835c62827c855c8a03f29fe6da146b380d"}, ] +[[package]] +name = "psutil" +version = "6.0.0" +description = "Cross-platform lib for process and system monitoring in Python." +optional = false +python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7" +files = [ + {file = "psutil-6.0.0-cp27-cp27m-macosx_10_9_x86_64.whl", hash = "sha256:a021da3e881cd935e64a3d0a20983bda0bb4cf80e4f74fa9bfcb1bc5785360c6"}, + {file = "psutil-6.0.0-cp27-cp27m-manylinux2010_i686.whl", hash = "sha256:1287c2b95f1c0a364d23bc6f2ea2365a8d4d9b726a3be7294296ff7ba97c17f0"}, + {file = "psutil-6.0.0-cp27-cp27m-manylinux2010_x86_64.whl", hash = "sha256:a9a3dbfb4de4f18174528d87cc352d1f788b7496991cca33c6996f40c9e3c92c"}, + {file = "psutil-6.0.0-cp27-cp27mu-manylinux2010_i686.whl", hash = "sha256:6ec7588fb3ddaec7344a825afe298db83fe01bfaaab39155fa84cf1c0d6b13c3"}, + {file = "psutil-6.0.0-cp27-cp27mu-manylinux2010_x86_64.whl", hash = "sha256:1e7c870afcb7d91fdea2b37c24aeb08f98b6d67257a5cb0a8bc3ac68d0f1a68c"}, + {file = "psutil-6.0.0-cp27-none-win32.whl", hash = "sha256:02b69001f44cc73c1c5279d02b30a817e339ceb258ad75997325e0e6169d8b35"}, + {file = "psutil-6.0.0-cp27-none-win_amd64.whl", hash = "sha256:21f1fb635deccd510f69f485b87433460a603919b45e2a324ad65b0cc74f8fb1"}, + {file = "psutil-6.0.0-cp36-abi3-macosx_10_9_x86_64.whl", hash = "sha256:c588a7e9b1173b6e866756dde596fd4cad94f9399daf99ad8c3258b3cb2b47a0"}, + {file = "psutil-6.0.0-cp36-abi3-manylinux_2_12_i686.manylinux2010_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:6ed2440ada7ef7d0d608f20ad89a04ec47d2d3ab7190896cd62ca5fc4fe08bf0"}, + {file = "psutil-6.0.0-cp36-abi3-manylinux_2_12_x86_64.manylinux2010_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:5fd9a97c8e94059b0ef54a7d4baf13b405011176c3b6ff257c247cae0d560ecd"}, + {file = "psutil-6.0.0-cp36-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e2e8d0054fc88153ca0544f5c4d554d42e33df2e009c4ff42284ac9ebdef4132"}, + {file = "psutil-6.0.0-cp36-cp36m-win32.whl", hash = "sha256:fc8c9510cde0146432bbdb433322861ee8c3efbf8589865c8bf8d21cb30c4d14"}, + {file = "psutil-6.0.0-cp36-cp36m-win_amd64.whl", hash = "sha256:34859b8d8f423b86e4385ff3665d3f4d94be3cdf48221fbe476e883514fdb71c"}, + {file = "psutil-6.0.0-cp37-abi3-win32.whl", hash = "sha256:a495580d6bae27291324fe60cea0b5a7c23fa36a7cd35035a16d93bdcf076b9d"}, + {file = "psutil-6.0.0-cp37-abi3-win_amd64.whl", hash = "sha256:33ea5e1c975250a720b3a6609c490db40dae5d83a4eb315170c4fe0d8b1f34b3"}, + {file = "psutil-6.0.0-cp38-abi3-macosx_11_0_arm64.whl", hash = "sha256:ffe7fc9b6b36beadc8c322f84e1caff51e8703b88eee1da46d1e3a6ae11b4fd0"}, + {file = "psutil-6.0.0.tar.gz", hash = "sha256:8faae4f310b6d969fa26ca0545338b21f73c6b15db7c4a8d934a5482faa818f2"}, +] + +[package.extras] +test = ["enum34", "ipaddress", "mock", "pywin32", "wmi"] + [[package]] name = "pyarrow" version = "17.0.0" @@ -1444,6 +2745,17 @@ files = [ {file = "pycodestyle-2.12.1.tar.gz", hash = "sha256:6838eae08bbce4f6accd5d5572075c63626a15ee3e6f842df996bf62f6d73521"}, ] +[[package]] +name = "pycparser" +version = "2.22" +description = "C parser in Python" +optional = false +python-versions = ">=3.8" +files = [ + {file = "pycparser-2.22-py3-none-any.whl", hash = "sha256:c3702b6d3dd8c7abc1afa565d7e63d53a1d0bd86cdc24edd75470f4de499cfcc"}, + {file = "pycparser-2.22.tar.gz", hash = "sha256:491c8be9c040f5390f5bf44a5b07752bd07f56edf992381b05c701439eec10f6"}, +] + [[package]] name = "pydantic" version = "2.8.2" @@ -1567,6 +2879,25 @@ files = [ [package.dependencies] typing-extensions = ">=4.6.0,<4.7.0 || >4.7.0" +[[package]] +name = "pydot" +version = "3.0.1" +description = "Python interface to Graphviz's Dot" +optional = false +python-versions = ">=3.8" +files = [ + {file = "pydot-3.0.1-py3-none-any.whl", hash = "sha256:43f1e878dc1ff7c1c2e3470a6999d4e9e97771c5c862440c2f0af0ba844c231f"}, + {file = "pydot-3.0.1.tar.gz", hash = "sha256:e18cf7f287c497d77b536a3d20a46284568fea390776dface6eabbdf1b1b5efc"}, +] + +[package.dependencies] +pyparsing = ">=3.0.9" + +[package.extras] +dev = ["chardet", "parameterized", "ruff"] +release = ["zest.releaser[recommended]"] +tests = ["chardet", "parameterized", "ruff", "tox", "unittest-parallel"] + [[package]] name = "pyflakes" version = "3.2.0" @@ -1578,6 +2909,47 @@ files = [ {file = "pyflakes-3.2.0.tar.gz", hash = "sha256:1c61603ff154621fb2a9172037d84dca3500def8c8b630657d1701f026f8af3f"}, ] +[[package]] +name = "pygit2" +version = "1.15.1" +description = "Python bindings for libgit2." +optional = false +python-versions = ">=3.9" +files = [ + {file = "pygit2-1.15.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:bb60dbb93135e36b86dd8012ee707ea3b68c02869b6d10f23cfb86e10798bf6f"}, + {file = "pygit2-1.15.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:06d42733a767bfe9245df15f4585823243f0845fab8c81a2c680a0e49a9cb012"}, + {file = "pygit2-1.15.1-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:e9c417d90915e59fd1a5a6532d47c8f2da5f97fd769e5ae9f5b9edec3a7bc669"}, + {file = "pygit2-1.15.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:fb6abaef13b304a009584a0561acec21d1df4e57899fc85e8af4533352123c5e"}, + {file = "pygit2-1.15.1-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:511b082c6d6c7b01cb8d49e108d066a1b5211c7364a0d8e7178809b8a304ac4b"}, + {file = "pygit2-1.15.1-cp310-cp310-win32.whl", hash = "sha256:86ad7c8ec6fd545a65952066a693cb2ee4f26a0f6a8577e866f6742fc7eddb11"}, + {file = "pygit2-1.15.1-cp310-cp310-win_amd64.whl", hash = "sha256:b08d62ad424ba04ed7572d0a927f43cdccbf20c7c88250232a477fcb0a901701"}, + {file = "pygit2-1.15.1-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:23afb0a683285c02ff84f7ac574c39fec52b66032f92e8ca038cc81cfc68037a"}, + {file = "pygit2-1.15.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f2418b29da5bad17e13674041790f2eda399c92d2e61c1be08f58df18dc99b56"}, + {file = "pygit2-1.15.1-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:f7d5329fd0658644de38bdb0ad8fad7877803f92a108acfc813525cbb5bd75a1"}, + {file = "pygit2-1.15.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:435b90bfddae32c6a00b48ff7da26564027dccd84e49866f48e659c9f3de6772"}, + {file = "pygit2-1.15.1-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:e0a32a3c7742db8d925712344eaeb205c0a6076779035fea24574ea2507ba34c"}, + {file = "pygit2-1.15.1-cp311-cp311-win32.whl", hash = "sha256:0367f94cb4413bc668bcf1fd7f941bb1c1f214545d47b964442857de234799cf"}, + {file = "pygit2-1.15.1-cp311-cp311-win_amd64.whl", hash = "sha256:167c23272b225ddd3be1e794bd8085b3c4e394cbdb70a1be278ab32e228ccedc"}, + {file = "pygit2-1.15.1-cp312-cp312-macosx_10_9_universal2.whl", hash = "sha256:2996180cbe7653e98839eb3afa5c040081f6e1cc835824769efe84c76ea2caf8"}, + {file = "pygit2-1.15.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1b269b504d47b50e4ed7fe21326c0d046a0ab8b8897db059bdc208e2210e3070"}, + {file = "pygit2-1.15.1-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:4072b80018b8c0e1743e9803b717e026d3017df291e2d81f7b869ebe18b01286"}, + {file = "pygit2-1.15.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:4d5839566491378b84dec1c35ffdb28b70fb6cd4ea2604a59052c4e4cf1c9da1"}, + {file = "pygit2-1.15.1-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:5214ac7844e10cc279d746b588b5e6c6d73520d36d1361fe18e6e9d9c86ad357"}, + {file = "pygit2-1.15.1-cp312-cp312-win32.whl", hash = "sha256:4cb1c22351c43c3cc96e842f31bd9b331a0ea7cb62aa8cf32433d45eebde0b1c"}, + {file = "pygit2-1.15.1-cp312-cp312-win_amd64.whl", hash = "sha256:a5a4d288a7b0006f78e02e2c539e6218b254a8228e754051fd5532595fbf9a4c"}, + {file = "pygit2-1.15.1-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:5e1d338c88e1425e3dc09a3147b42683205b2dbb00b14c0ce80123f059e51de8"}, + {file = "pygit2-1.15.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a0c6d5df5029f4cb25b0d7d8f04cb39691c107eedee1f157ee25be3b0b9df7c6"}, + {file = "pygit2-1.15.1-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:0bcce4cfdabc05a2a35d709513863bcce8c929492ae7c0d56f045838bd57ea8f"}, + {file = "pygit2-1.15.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:709f5d9592764ec5d6652e73882997f38cc8e6c7b495792698ecaca3e6a26088"}, + {file = "pygit2-1.15.1-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:738be5d3a3e7775571b14d3d110cfab10260f846078c402c041486f3582dbfbe"}, + {file = "pygit2-1.15.1-cp39-cp39-win32.whl", hash = "sha256:cd2861963bb904bd41162e9148676990f147da7dbc535ceea070ab371012bfed"}, + {file = "pygit2-1.15.1-cp39-cp39-win_amd64.whl", hash = "sha256:1d622d0f97a34982973f9885d145b1176e912ea9f191e1c95233a6175a47fa28"}, + {file = "pygit2-1.15.1.tar.gz", hash = "sha256:e1fe8b85053d9713043c81eccc74132f9e5b603f209e80733d7955eafd22eb9d"}, +] + +[package.dependencies] +cffi = ">=1.16.0" + [[package]] name = "pygments" version = "2.18.0" @@ -1592,6 +2964,31 @@ files = [ [package.extras] windows-terminal = ["colorama (>=0.4.6)"] +[[package]] +name = "pygtrie" +version = "2.5.0" +description = "A pure Python trie data structure implementation." +optional = false +python-versions = "*" +files = [ + {file = "pygtrie-2.5.0-py3-none-any.whl", hash = "sha256:8795cda8105493d5ae159a5bef313ff13156c5d4d72feddefacaad59f8c8ce16"}, + {file = "pygtrie-2.5.0.tar.gz", hash = "sha256:203514ad826eb403dab1d2e2ddd034e0d1534bbe4dbe0213bb0593f66beba4e2"}, +] + +[[package]] +name = "pyparsing" +version = "3.1.4" +description = "pyparsing module - Classes and methods to define and execute parsing grammars" +optional = false +python-versions = ">=3.6.8" +files = [ + {file = "pyparsing-3.1.4-py3-none-any.whl", hash = "sha256:a6a7ee4235a3f944aa1fa2249307708f893fe5717dc603503c6c7969c070fb7c"}, + {file = "pyparsing-3.1.4.tar.gz", hash = "sha256:f86ec8d1a83f11977c9a6ea7598e8c27fc5cddfa5b07ea2241edbbde1d7bc032"}, +] + +[package.extras] +diagrams = ["jinja2", "railroad-diagrams"] + [[package]] name = "pytest" version = "8.3.2" @@ -1640,6 +3037,17 @@ files = [ [package.extras] cli = ["click (>=5.0)"] +[[package]] +name = "python-json-logger" +version = "2.0.7" +description = "A python library adding a json log formatter" +optional = false +python-versions = ">=3.6" +files = [ + {file = "python-json-logger-2.0.7.tar.gz", hash = "sha256:23e7ec02d34237c5aa1e29a070193a4ea87583bb4e7f8fd06d3de8264c4b2e1c"}, + {file = "python_json_logger-2.0.7-py3-none-any.whl", hash = "sha256:f380b826a991ebbe3de4d897aeec42760035ac760345e57b812938dc8b35e2bd"}, +] + [[package]] name = "pytz" version = "2024.1" @@ -1651,6 +3059,29 @@ files = [ {file = "pytz-2024.1.tar.gz", hash = "sha256:2a29735ea9c18baf14b448846bde5a48030ed267578472d8955cd0e7443a9812"}, ] +[[package]] +name = "pywin32" +version = "306" +description = "Python for Window Extensions" +optional = false +python-versions = "*" +files = [ + {file = "pywin32-306-cp310-cp310-win32.whl", hash = "sha256:06d3420a5155ba65f0b72f2699b5bacf3109f36acbe8923765c22938a69dfc8d"}, + {file = "pywin32-306-cp310-cp310-win_amd64.whl", hash = "sha256:84f4471dbca1887ea3803d8848a1616429ac94a4a8d05f4bc9c5dcfd42ca99c8"}, + {file = "pywin32-306-cp311-cp311-win32.whl", hash = "sha256:e65028133d15b64d2ed8f06dd9fbc268352478d4f9289e69c190ecd6818b6407"}, + {file = "pywin32-306-cp311-cp311-win_amd64.whl", hash = "sha256:a7639f51c184c0272e93f244eb24dafca9b1855707d94c192d4a0b4c01e1100e"}, + {file = "pywin32-306-cp311-cp311-win_arm64.whl", hash = "sha256:70dba0c913d19f942a2db25217d9a1b726c278f483a919f1abfed79c9cf64d3a"}, + {file = "pywin32-306-cp312-cp312-win32.whl", hash = "sha256:383229d515657f4e3ed1343da8be101000562bf514591ff383ae940cad65458b"}, + {file = "pywin32-306-cp312-cp312-win_amd64.whl", hash = "sha256:37257794c1ad39ee9be652da0462dc2e394c8159dfd913a8a4e8eb6fd346da0e"}, + {file = "pywin32-306-cp312-cp312-win_arm64.whl", hash = "sha256:5821ec52f6d321aa59e2db7e0a35b997de60c201943557d108af9d4ae1ec7040"}, + {file = "pywin32-306-cp37-cp37m-win32.whl", hash = "sha256:1c73ea9a0d2283d889001998059f5eaaba3b6238f767c9cf2833b13e6a685f65"}, + {file = "pywin32-306-cp37-cp37m-win_amd64.whl", hash = "sha256:72c5f621542d7bdd4fdb716227be0dd3f8565c11b280be6315b06ace35487d36"}, + {file = "pywin32-306-cp38-cp38-win32.whl", hash = "sha256:e4c092e2589b5cf0d365849e73e02c391c1349958c5ac3e9d5ccb9a28e017b3a"}, + {file = "pywin32-306-cp38-cp38-win_amd64.whl", hash = "sha256:e8ac1ae3601bee6ca9f7cb4b5363bf1c0badb935ef243c4733ff9a393b1690c0"}, + {file = "pywin32-306-cp39-cp39-win32.whl", hash = "sha256:e25fd5b485b55ac9c057f67d94bc203f3f6595078d1fb3b458c9c28b7153a802"}, + {file = "pywin32-306-cp39-cp39-win_amd64.whl", hash = "sha256:39b61c15272833b5c329a2989999dcae836b1eed650252ab1b7bfbe1d59f30f4"}, +] + [[package]] name = "pyyaml" version = "6.0.2" @@ -1860,6 +3291,120 @@ typing-extensions = "*" dev = ["mypy", "packaging", "pre-commit", "pytest", "pytest-cov", "rich-codex", "ruff", "types-setuptools"] docs = ["markdown-include", "mkdocs", "mkdocs-glightbox", "mkdocs-material-extensions", "mkdocs-material[imaging] (>=9.5.18,<9.6.0)", "mkdocs-rss-plugin", "mkdocstrings[python]", "rich-codex"] +[[package]] +name = "ruamel-yaml" +version = "0.18.6" +description = "ruamel.yaml is a YAML parser/emitter that supports roundtrip preservation of comments, seq/map flow style, and map key order" +optional = false +python-versions = ">=3.7" +files = [ + {file = "ruamel.yaml-0.18.6-py3-none-any.whl", hash = "sha256:57b53ba33def16c4f3d807c0ccbc00f8a6081827e81ba2491691b76882d0c636"}, + {file = "ruamel.yaml-0.18.6.tar.gz", hash = "sha256:8b27e6a217e786c6fbe5634d8f3f11bc63e0f80f6a5890f28863d9c45aac311b"}, +] + +[package.dependencies] +"ruamel.yaml.clib" = {version = ">=0.2.7", markers = "platform_python_implementation == \"CPython\" and python_version < \"3.13\""} + +[package.extras] +docs = ["mercurial (>5.7)", "ryd"] +jinja2 = ["ruamel.yaml.jinja2 (>=0.2)"] + +[[package]] +name = "ruamel-yaml-clib" +version = "0.2.8" +description = "C version of reader, parser and emitter for ruamel.yaml derived from libyaml" +optional = false +python-versions = ">=3.6" +files = [ + {file = "ruamel.yaml.clib-0.2.8-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:b42169467c42b692c19cf539c38d4602069d8c1505e97b86387fcf7afb766e1d"}, + {file = "ruamel.yaml.clib-0.2.8-cp310-cp310-macosx_13_0_arm64.whl", hash = "sha256:07238db9cbdf8fc1e9de2489a4f68474e70dffcb32232db7c08fa61ca0c7c462"}, + {file = "ruamel.yaml.clib-0.2.8-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_24_x86_64.whl", hash = "sha256:fff3573c2db359f091e1589c3d7c5fc2f86f5bdb6f24252c2d8e539d4e45f412"}, + {file = "ruamel.yaml.clib-0.2.8-cp310-cp310-manylinux_2_24_aarch64.whl", hash = "sha256:aa2267c6a303eb483de8d02db2871afb5c5fc15618d894300b88958f729ad74f"}, + {file = "ruamel.yaml.clib-0.2.8-cp310-cp310-musllinux_1_1_i686.whl", hash = "sha256:840f0c7f194986a63d2c2465ca63af8ccbbc90ab1c6001b1978f05119b5e7334"}, + {file = "ruamel.yaml.clib-0.2.8-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:024cfe1fc7c7f4e1aff4a81e718109e13409767e4f871443cbff3dba3578203d"}, + {file = "ruamel.yaml.clib-0.2.8-cp310-cp310-win32.whl", hash = "sha256:c69212f63169ec1cfc9bb44723bf2917cbbd8f6191a00ef3410f5a7fe300722d"}, + {file = "ruamel.yaml.clib-0.2.8-cp310-cp310-win_amd64.whl", hash = "sha256:cabddb8d8ead485e255fe80429f833172b4cadf99274db39abc080e068cbcc31"}, + {file = "ruamel.yaml.clib-0.2.8-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:bef08cd86169d9eafb3ccb0a39edb11d8e25f3dae2b28f5c52fd997521133069"}, + {file = "ruamel.yaml.clib-0.2.8-cp311-cp311-macosx_13_0_arm64.whl", hash = "sha256:b16420e621d26fdfa949a8b4b47ade8810c56002f5389970db4ddda51dbff248"}, + {file = "ruamel.yaml.clib-0.2.8-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_24_x86_64.whl", hash = "sha256:25c515e350e5b739842fc3228d662413ef28f295791af5e5110b543cf0b57d9b"}, + {file = "ruamel.yaml.clib-0.2.8-cp311-cp311-manylinux_2_24_aarch64.whl", hash = "sha256:1707814f0d9791df063f8c19bb51b0d1278b8e9a2353abbb676c2f685dee6afe"}, + {file = "ruamel.yaml.clib-0.2.8-cp311-cp311-musllinux_1_1_i686.whl", hash = "sha256:46d378daaac94f454b3a0e3d8d78cafd78a026b1d71443f4966c696b48a6d899"}, + {file = "ruamel.yaml.clib-0.2.8-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:09b055c05697b38ecacb7ac50bdab2240bfca1a0c4872b0fd309bb07dc9aa3a9"}, + {file = "ruamel.yaml.clib-0.2.8-cp311-cp311-win32.whl", hash = "sha256:53a300ed9cea38cf5a2a9b069058137c2ca1ce658a874b79baceb8f892f915a7"}, + {file = "ruamel.yaml.clib-0.2.8-cp311-cp311-win_amd64.whl", hash = "sha256:c2a72e9109ea74e511e29032f3b670835f8a59bbdc9ce692c5b4ed91ccf1eedb"}, + {file = "ruamel.yaml.clib-0.2.8-cp312-cp312-macosx_10_9_universal2.whl", hash = "sha256:ebc06178e8821efc9692ea7544aa5644217358490145629914d8020042c24aa1"}, + {file = "ruamel.yaml.clib-0.2.8-cp312-cp312-macosx_13_0_arm64.whl", hash = "sha256:edaef1c1200c4b4cb914583150dcaa3bc30e592e907c01117c08b13a07255ec2"}, + {file = "ruamel.yaml.clib-0.2.8-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:d176b57452ab5b7028ac47e7b3cf644bcfdc8cacfecf7e71759f7f51a59e5c92"}, + {file = "ruamel.yaml.clib-0.2.8-cp312-cp312-manylinux_2_24_aarch64.whl", hash = "sha256:1dc67314e7e1086c9fdf2680b7b6c2be1c0d8e3a8279f2e993ca2a7545fecf62"}, + {file = "ruamel.yaml.clib-0.2.8-cp312-cp312-musllinux_1_1_i686.whl", hash = "sha256:3213ece08ea033eb159ac52ae052a4899b56ecc124bb80020d9bbceeb50258e9"}, + {file = "ruamel.yaml.clib-0.2.8-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:aab7fd643f71d7946f2ee58cc88c9b7bfc97debd71dcc93e03e2d174628e7e2d"}, + {file = "ruamel.yaml.clib-0.2.8-cp312-cp312-win32.whl", hash = "sha256:5c365d91c88390c8d0a8545df0b5857172824b1c604e867161e6b3d59a827eaa"}, + {file = "ruamel.yaml.clib-0.2.8-cp312-cp312-win_amd64.whl", hash = "sha256:1758ce7d8e1a29d23de54a16ae867abd370f01b5a69e1a3ba75223eaa3ca1a1b"}, + {file = "ruamel.yaml.clib-0.2.8-cp36-cp36m-manylinux_2_5_x86_64.manylinux1_x86_64.whl", hash = "sha256:a5aa27bad2bb83670b71683aae140a1f52b0857a2deff56ad3f6c13a017a26ed"}, + {file = "ruamel.yaml.clib-0.2.8-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:c58ecd827313af6864893e7af0a3bb85fd529f862b6adbefe14643947cfe2942"}, + {file = "ruamel.yaml.clib-0.2.8-cp37-cp37m-macosx_12_0_arm64.whl", hash = "sha256:f481f16baec5290e45aebdc2a5168ebc6d35189ae6fea7a58787613a25f6e875"}, + {file = "ruamel.yaml.clib-0.2.8-cp37-cp37m-manylinux_2_24_aarch64.whl", hash = "sha256:77159f5d5b5c14f7c34073862a6b7d34944075d9f93e681638f6d753606c6ce6"}, + {file = "ruamel.yaml.clib-0.2.8-cp37-cp37m-manylinux_2_5_x86_64.manylinux1_x86_64.whl", hash = "sha256:7f67a1ee819dc4562d444bbafb135832b0b909f81cc90f7aa00260968c9ca1b3"}, + {file = "ruamel.yaml.clib-0.2.8-cp37-cp37m-musllinux_1_1_i686.whl", hash = "sha256:4ecbf9c3e19f9562c7fdd462e8d18dd902a47ca046a2e64dba80699f0b6c09b7"}, + {file = "ruamel.yaml.clib-0.2.8-cp37-cp37m-musllinux_1_1_x86_64.whl", hash = "sha256:87ea5ff66d8064301a154b3933ae406b0863402a799b16e4a1d24d9fbbcbe0d3"}, + {file = "ruamel.yaml.clib-0.2.8-cp37-cp37m-win32.whl", hash = "sha256:75e1ed13e1f9de23c5607fe6bd1aeaae21e523b32d83bb33918245361e9cc51b"}, + {file = "ruamel.yaml.clib-0.2.8-cp37-cp37m-win_amd64.whl", hash = "sha256:3f215c5daf6a9d7bbed4a0a4f760f3113b10e82ff4c5c44bec20a68c8014f675"}, + {file = "ruamel.yaml.clib-0.2.8-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:1b617618914cb00bf5c34d4357c37aa15183fa229b24767259657746c9077615"}, + {file = "ruamel.yaml.clib-0.2.8-cp38-cp38-macosx_12_0_arm64.whl", hash = "sha256:a6a9ffd280b71ad062eae53ac1659ad86a17f59a0fdc7699fd9be40525153337"}, + {file = "ruamel.yaml.clib-0.2.8-cp38-cp38-manylinux_2_24_aarch64.whl", hash = "sha256:305889baa4043a09e5b76f8e2a51d4ffba44259f6b4c72dec8ca56207d9c6fe1"}, + {file = "ruamel.yaml.clib-0.2.8-cp38-cp38-manylinux_2_5_x86_64.manylinux1_x86_64.whl", hash = "sha256:700e4ebb569e59e16a976857c8798aee258dceac7c7d6b50cab63e080058df91"}, + {file = "ruamel.yaml.clib-0.2.8-cp38-cp38-musllinux_1_1_i686.whl", hash = "sha256:e2b4c44b60eadec492926a7270abb100ef9f72798e18743939bdbf037aab8c28"}, + {file = "ruamel.yaml.clib-0.2.8-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:e79e5db08739731b0ce4850bed599235d601701d5694c36570a99a0c5ca41a9d"}, + {file = "ruamel.yaml.clib-0.2.8-cp38-cp38-win32.whl", hash = "sha256:955eae71ac26c1ab35924203fda6220f84dce57d6d7884f189743e2abe3a9fbe"}, + {file = "ruamel.yaml.clib-0.2.8-cp38-cp38-win_amd64.whl", hash = "sha256:56f4252222c067b4ce51ae12cbac231bce32aee1d33fbfc9d17e5b8d6966c312"}, + {file = "ruamel.yaml.clib-0.2.8-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:03d1162b6d1df1caa3a4bd27aa51ce17c9afc2046c31b0ad60a0a96ec22f8001"}, + {file = "ruamel.yaml.clib-0.2.8-cp39-cp39-macosx_12_0_arm64.whl", hash = "sha256:bba64af9fa9cebe325a62fa398760f5c7206b215201b0ec825005f1b18b9bccf"}, + {file = "ruamel.yaml.clib-0.2.8-cp39-cp39-manylinux_2_24_aarch64.whl", hash = "sha256:a1a45e0bb052edf6a1d3a93baef85319733a888363938e1fc9924cb00c8df24c"}, + {file = "ruamel.yaml.clib-0.2.8-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.whl", hash = "sha256:da09ad1c359a728e112d60116f626cc9f29730ff3e0e7db72b9a2dbc2e4beed5"}, + {file = "ruamel.yaml.clib-0.2.8-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:184565012b60405d93838167f425713180b949e9d8dd0bbc7b49f074407c5a8b"}, + {file = "ruamel.yaml.clib-0.2.8-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:a75879bacf2c987c003368cf14bed0ffe99e8e85acfa6c0bfffc21a090f16880"}, + {file = "ruamel.yaml.clib-0.2.8-cp39-cp39-win32.whl", hash = "sha256:84b554931e932c46f94ab306913ad7e11bba988104c5cff26d90d03f68258cd5"}, + {file = "ruamel.yaml.clib-0.2.8-cp39-cp39-win_amd64.whl", hash = "sha256:25ac8c08322002b06fa1d49d1646181f0b2c72f5cbc15a85e80b4c30a544bb15"}, + {file = "ruamel.yaml.clib-0.2.8.tar.gz", hash = "sha256:beb2e0404003de9a4cab9753a8805a8fe9320ee6673136ed7f04255fe60bb512"}, +] + +[[package]] +name = "s3fs" +version = "2024.6.1" +description = "Convenient Filesystem interface over S3" +optional = false +python-versions = ">=3.8" +files = [ + {file = "s3fs-2024.6.1-py3-none-any.whl", hash = "sha256:ecd20863437409eec1cbfff0b7df5e9772cf7c1926008efab2e17e46f6d52c63"}, + {file = "s3fs-2024.6.1.tar.gz", hash = "sha256:6c2106d6c34fbfbb88e3d20c6f3572896d5ee3d3512896696301c21a3c541bea"}, +] + +[package.dependencies] +aiobotocore = ">=2.5.4,<3.0.0" +aiohttp = "<4.0.0a0 || >4.0.0a0,<4.0.0a1 || >4.0.0a1" +fsspec = "==2024.6.1.*" + +[package.extras] +awscli = ["aiobotocore[awscli] (>=2.5.4,<3.0.0)"] +boto3 = ["aiobotocore[boto3] (>=2.5.4,<3.0.0)"] + +[[package]] +name = "s3transfer" +version = "0.10.2" +description = "An Amazon S3 Transfer Manager" +optional = false +python-versions = ">=3.8" +files = [ + {file = "s3transfer-0.10.2-py3-none-any.whl", hash = "sha256:eca1c20de70a39daee580aef4986996620f365c4e0fda6a86100231d62f1bf69"}, + {file = "s3transfer-0.10.2.tar.gz", hash = "sha256:0711534e9356d3cc692fdde846b4a1e4b0cb6519971860796e6bc4c7aea00ef6"}, +] + +[package.dependencies] +botocore = ">=1.33.2,<2.0a.0" + +[package.extras] +crt = ["botocore[crt] (>=1.33.2,<2.0a.0)"] + [[package]] name = "scikit-learn" version = "1.5.1" @@ -1955,6 +3500,64 @@ dev = ["cython-lint (>=0.12.2)", "doit (>=0.36.0)", "mypy (==1.10.0)", "pycodest doc = ["jupyterlite-pyodide-kernel", "jupyterlite-sphinx (>=0.13.1)", "jupytext", "matplotlib (>=3.5)", "myst-nb", "numpydoc", "pooch", "pydata-sphinx-theme (>=0.15.2)", "sphinx (>=5.0.0,<=7.3.7)", "sphinx-design (>=0.4.0)"] test = ["Cython", "array-api-strict (>=2.0)", "asv", "gmpy2", "hypothesis (>=6.30)", "meson", "mpmath", "ninja", "pooch", "pytest", "pytest-cov", "pytest-timeout", "pytest-xdist", "scikit-umfpack", "threadpoolctl"] +[[package]] +name = "scmrepo" +version = "3.3.7" +description = "scmrepo" +optional = false +python-versions = ">=3.9" +files = [ + {file = "scmrepo-3.3.7-py3-none-any.whl", hash = "sha256:5758177ac765b535edd00c9aaa1a5026172a86c349ef130f6f352b69c3fec8b0"}, + {file = "scmrepo-3.3.7.tar.gz", hash = "sha256:8ca01563c27cf0f8b07fb51fe757c7d975d61aa9f2f2ed13a29e5e308c891c07"}, +] + +[package.dependencies] +aiohttp-retry = ">=2.5.0" +asyncssh = ">=2.13.1,<3" +dulwich = ">=0.22.1" +fsspec = {version = ">=2024.2.0", extras = ["tqdm"]} +funcy = ">=1.14" +gitpython = ">3" +pathspec = ">=0.9.0" +pygit2 = ">=1.14.0" +pygtrie = ">=2.3.2" +tqdm = "*" + +[package.extras] +dev = ["mypy (==1.10.1)", "scmrepo[tests]", "types-certifi", "types-mock", "types-paramiko", "types-tqdm"] +tests = ["aioresponses (>=0.7,<0.8)", "paramiko (>=3.4.0,<4)", "pytest (>=7,<9)", "pytest-asyncio (>=0.23.2,<1)", "pytest-cov (>=4.1.0)", "pytest-docker (>=1,<4)", "pytest-mock", "pytest-sugar", "pytest-test-utils (>=0.1.0,<0.2)"] + +[[package]] +name = "semver" +version = "3.0.2" +description = "Python helper for Semantic Versioning (https://semver.org)" +optional = false +python-versions = ">=3.7" +files = [ + {file = "semver-3.0.2-py3-none-any.whl", hash = "sha256:b1ea4686fe70b981f85359eda33199d60c53964284e0cfb4977d243e37cf4bf4"}, + {file = "semver-3.0.2.tar.gz", hash = "sha256:6253adb39c70f6e51afed2fa7152bcd414c411286088fb4b9effb133885ab4cc"}, +] + +[[package]] +name = "setuptools" +version = "74.1.1" +description = "Easily download, build, install, upgrade, and uninstall Python packages" +optional = false +python-versions = ">=3.8" +files = [ + {file = "setuptools-74.1.1-py3-none-any.whl", hash = "sha256:fc91b5f89e392ef5b77fe143b17e32f65d3024744fba66dc3afe07201684d766"}, + {file = "setuptools-74.1.1.tar.gz", hash = "sha256:2353af060c06388be1cecbf5953dcdb1f38362f87a2356c480b6b4d5fcfc8847"}, +] + +[package.extras] +check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)", "ruff (>=0.5.2)"] +core = ["importlib-metadata (>=6)", "importlib-resources (>=5.10.2)", "jaraco.text (>=3.7)", "more-itertools (>=8.8)", "packaging (>=24)", "platformdirs (>=2.6.2)", "tomli (>=2.0.1)", "wheel (>=0.43.0)"] +cover = ["pytest-cov"] +doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "pyproject-hooks (!=1.1)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-favicon", "sphinx-inline-tabs", "sphinx-lint", "sphinx-notfound-page (>=1,<2)", "sphinx-reredirects", "sphinxcontrib-towncrier", "towncrier (<24.7)"] +enabler = ["pytest-enabler (>=2.2)"] +test = ["build[virtualenv] (>=1.0.3)", "filelock (>=3.4.0)", "ini2toml[lite] (>=0.14)", "jaraco.develop (>=7.21)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "jaraco.test", "packaging (>=23.2)", "pip (>=19.1)", "pyproject-hooks (!=1.1)", "pytest (>=6,!=8.1.*)", "pytest-home (>=0.5)", "pytest-perf", "pytest-subprocess", "pytest-timeout", "pytest-xdist (>=3)", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel (>=0.44.0)"] +type = ["importlib-metadata (>=7.0.2)", "jaraco.develop (>=7.21)", "mypy (==1.11.*)", "pytest-mypy"] + [[package]] name = "shellingham" version = "1.5.4" @@ -1966,6 +3569,31 @@ files = [ {file = "shellingham-1.5.4.tar.gz", hash = "sha256:8dbca0739d487e5bd35ab3ca4b36e11c4078f3a234bfce294b0a0291363404de"}, ] +[[package]] +name = "shortuuid" +version = "1.0.13" +description = "A generator library for concise, unambiguous and URL-safe UUIDs." +optional = false +python-versions = ">=3.6" +files = [ + {file = "shortuuid-1.0.13-py3-none-any.whl", hash = "sha256:a482a497300b49b4953e15108a7913244e1bb0d41f9d332f5e9925dba33a3c5a"}, + {file = "shortuuid-1.0.13.tar.gz", hash = "sha256:3bb9cf07f606260584b1df46399c0b87dd84773e7b25912b7e391e30797c5e72"}, +] + +[[package]] +name = "shtab" +version = "1.7.1" +description = "Automagic shell tab completion for Python CLI applications" +optional = false +python-versions = ">=3.7" +files = [ + {file = "shtab-1.7.1-py3-none-any.whl", hash = "sha256:32d3d2ff9022d4c77a62492b6ec875527883891e33c6b479ba4d41a51e259983"}, + {file = "shtab-1.7.1.tar.gz", hash = "sha256:4e4bcb02eeb82ec45920a5d0add92eac9c9b63b2804c9196c1f1fdc2d039243c"}, +] + +[package.extras] +dev = ["pytest (>=6)", "pytest-cov", "pytest-timeout"] + [[package]] name = "six" version = "1.16.0" @@ -1977,6 +3605,17 @@ files = [ {file = "six-1.16.0.tar.gz", hash = "sha256:1e61c37477a1626458e36f7b1d82aa5c9b094fa4802892072e49de9c60c4c926"}, ] +[[package]] +name = "smmap" +version = "5.0.1" +description = "A pure Python implementation of a sliding window memory map manager" +optional = false +python-versions = ">=3.7" +files = [ + {file = "smmap-5.0.1-py3-none-any.whl", hash = "sha256:e6d8668fa5f93e706934a62d7b4db19c8d9eb8cf2adbb75ef1b675aa332b69da"}, + {file = "smmap-5.0.1.tar.gz", hash = "sha256:dceeb6c0028fdb6734471eb07c0cd2aae706ccaecab45965ee83f11c8d3b1f62"}, +] + [[package]] name = "sniffio" version = "1.3.1" @@ -1988,6 +3627,26 @@ files = [ {file = "sniffio-1.3.1.tar.gz", hash = "sha256:f4324edc670a0f49750a81b895f35c3adb843cca46f0530f79fc1babb23789dc"}, ] +[[package]] +name = "sqltrie" +version = "0.11.1" +description = "SQL-based prefix tree inspired by pygtrie and python-diskcache" +optional = false +python-versions = ">=3.8" +files = [ + {file = "sqltrie-0.11.1-py3-none-any.whl", hash = "sha256:21489d6f4a6ef3f5144846f7dc98d9a8792fecc622513560277a28b8af2d7e67"}, + {file = "sqltrie-0.11.1.tar.gz", hash = "sha256:56963921dec494881b048e968d5556a90ed273b5dba1ea0aaac462f3b9815d21"}, +] + +[package.dependencies] +attrs = ">=22.2.0" +orjson = {version = "*", markers = "implementation_name == \"cpython\""} +pygtrie = "*" + +[package.extras] +dev = ["sqltrie[tests]"] +tests = ["mypy (==0.971)", "pyinstaller", "pytest (==7.2.0)", "pytest-benchmark", "pytest-cov (==3.0.0)", "pytest-mock (==3.8.2)", "pytest-sugar (==0.9.5)"] + [[package]] name = "statsmodels" version = "0.14.2" @@ -2033,6 +3692,20 @@ build = ["cython (>=0.29.33)"] develop = ["colorama", "cython (>=0.29.33)", "cython (>=3.0.10,<4)", "flake8", "isort", "joblib", "matplotlib (>=3)", "pytest (>=7.3.0,<8)", "pytest-cov", "pytest-randomly", "pytest-xdist", "pywinpty", "setuptools-scm[toml] (>=8.0,<9.0)"] docs = ["ipykernel", "jupyter-client", "matplotlib", "nbconvert", "nbformat", "numpydoc", "pandas-datareader", "sphinx"] +[[package]] +name = "tabulate" +version = "0.9.0" +description = "Pretty-print tabular data" +optional = false +python-versions = ">=3.7" +files = [ + {file = "tabulate-0.9.0-py3-none-any.whl", hash = "sha256:024ca478df22e9340661486f85298cff5f6dcdba14f3813e8830015b9ed1948f"}, + {file = "tabulate-0.9.0.tar.gz", hash = "sha256:0095b12bf5966de529c0feb1fa08671671b3368eec77d7ef7ab114be2c068b3c"}, +] + +[package.extras] +widechars = ["wcwidth"] + [[package]] name = "tenacity" version = "9.0.0" @@ -2059,6 +3732,17 @@ files = [ {file = "threadpoolctl-3.5.0.tar.gz", hash = "sha256:082433502dd922bf738de0d8bcc4fdcbf0979ff44c42bd40f5af8a282f6fa107"}, ] +[[package]] +name = "tomlkit" +version = "0.13.2" +description = "Style preserving TOML library" +optional = false +python-versions = ">=3.8" +files = [ + {file = "tomlkit-0.13.2-py3-none-any.whl", hash = "sha256:7a974427f6e119197f670fbbbeae7bef749a6c14e793db934baefc1b5f03efde"}, + {file = "tomlkit-0.13.2.tar.gz", hash = "sha256:fff5fe59a87295b278abd31bec92c15d9bc4a06885ab12bcea52c71119392e79"}, +] + [[package]] name = "tqdm" version = "4.66.5" @@ -2324,6 +4008,28 @@ files = [ docs = ["Sphinx (>=4.1.2,<4.2.0)", "sphinx-rtd-theme (>=0.5.2,<0.6.0)", "sphinxcontrib-asyncio (>=0.3.0,<0.4.0)"] test = ["Cython (>=0.29.36,<0.30.0)", "aiohttp (==3.9.0b0)", "aiohttp (>=3.8.1)", "flake8 (>=5.0,<6.0)", "mypy (>=0.800)", "psutil", "pyOpenSSL (>=23.0.0,<23.1.0)", "pycodestyle (>=2.9.0,<2.10.0)"] +[[package]] +name = "vine" +version = "5.1.0" +description = "Python promises." +optional = false +python-versions = ">=3.6" +files = [ + {file = "vine-5.1.0-py3-none-any.whl", hash = "sha256:40fdf3c48b2cfe1c38a49e9ae2da6fda88e4794c810050a728bd7413811fb1dc"}, + {file = "vine-5.1.0.tar.gz", hash = "sha256:8b62e981d35c41049211cf62a0a1242d8c1ee9bd15bb196ce38aefd6799e61e0"}, +] + +[[package]] +name = "voluptuous" +version = "0.15.2" +description = "Python data validation library" +optional = false +python-versions = ">=3.9" +files = [ + {file = "voluptuous-0.15.2-py3-none-any.whl", hash = "sha256:016348bc7788a9af9520b1764ebd4de0df41fe2138ebe9e06fa036bf86a65566"}, + {file = "voluptuous-0.15.2.tar.gz", hash = "sha256:6ffcab32c4d3230b4d2af3a577c87e1908a714a11f6f95570456b1849b0279aa"}, +] + [[package]] name = "watchdog" version = "5.0.0" @@ -2465,6 +4171,17 @@ files = [ [package.dependencies] anyio = ">=3.0.0" +[[package]] +name = "wcwidth" +version = "0.2.13" +description = "Measures the displayed width of unicode strings in a terminal" +optional = false +python-versions = "*" +files = [ + {file = "wcwidth-0.2.13-py2.py3-none-any.whl", hash = "sha256:3da69048e4540d84af32131829ff948f1e022c1c6bdb8d6102117aac784f6859"}, + {file = "wcwidth-0.2.13.tar.gz", hash = "sha256:72ea0c06399eb286d978fdedb6923a9eb47e1c486ce63e9b4e64fc18303972b5"}, +] + [[package]] name = "websockets" version = "13.0" @@ -2639,6 +4356,128 @@ files = [ {file = "wrapt-1.16.0.tar.gz", hash = "sha256:5f370f952971e7d17c7d1ead40e49f32345a7f7a5373571ef44d800d06b1899d"}, ] +[[package]] +name = "yarl" +version = "1.9.8" +description = "Yet another URL library" +optional = false +python-versions = ">=3.8" +files = [ + {file = "yarl-1.9.8-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:08359dbc3540fafa8972db45d3ef2d61370b4c24b8a028a4301bc5d076eee0e2"}, + {file = "yarl-1.9.8-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:a7a716aae4fcecadfe4648268d3c194315152715391f4af6fad50d502be122e9"}, + {file = "yarl-1.9.8-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:62223670042a219b8e6fbd2c7f35c456278dcd346d3aba3f2c01c9bdec28f37e"}, + {file = "yarl-1.9.8-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:18097a9e50ea31c61fece83bac8f63263f0c0c16c439bf82ac729c23f3b170e3"}, + {file = "yarl-1.9.8-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:5809f8a48c8dab91f708947d358271ef1890c3012d6c45719f49d04af2112057"}, + {file = "yarl-1.9.8-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:71ff7a22355241f89e850afbc8858fb671ba7e2763af32ebbea158d23a84902a"}, + {file = "yarl-1.9.8-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3d54e9880e781a490483200a74f6314fb6cf692a8197ccde93adf32bec95626b"}, + {file = "yarl-1.9.8-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:3ad8ea6ab27e27821739dfb94fab63284e3a52055e268f04529dc082fd0d59a2"}, + {file = "yarl-1.9.8-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:b79e031524259b51cdd1ea41f5053491ad3565b9cecd76389c9f705752d14283"}, + {file = "yarl-1.9.8-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:bd91ccded75d080f13ed01a5f5796887916d2e8c0999cd68bcb58f89f9b1c29c"}, + {file = "yarl-1.9.8-cp310-cp310-musllinux_1_2_ppc64le.whl", hash = "sha256:583f48ab25b3906e3716479e8f700c4cc487e44d52766a4ea52b01cb7ea772d6"}, + {file = "yarl-1.9.8-cp310-cp310-musllinux_1_2_s390x.whl", hash = "sha256:2f3e89838acdaf5bbd69383c408d9e119b4e9efbe8a38fa40045b5c966f918e3"}, + {file = "yarl-1.9.8-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:a44c0b83d1871e1e1859167a1804143f590f86ac4708380852dca4d8299d8594"}, + {file = "yarl-1.9.8-cp310-cp310-win32.whl", hash = "sha256:5d39ae58a67b64b470021d18a13529d0c58efc5bf057936ec4b29092d4061030"}, + {file = "yarl-1.9.8-cp310-cp310-win_amd64.whl", hash = "sha256:f89ade31926b9931bbe29f5c62d4174057e532fb0c72e2e6abdd129fda6a60f3"}, + {file = "yarl-1.9.8-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:986296e65b0312c1da168de4ec1bb054b4a7b0ec26e3f9e8dafc06bbb1385030"}, + {file = "yarl-1.9.8-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:b4c7c015dc813aa5fe15379f3540d178e3743c0f1cf9e4a4a8bff94bd2832a4d"}, + {file = "yarl-1.9.8-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:22b2db22f72e1cb8a552ae12dfb748167153c7cbf353c62781915b5328bf2561"}, + {file = "yarl-1.9.8-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b4a567416bfb2a2b093aa64685aa7b6dfb593888784ef91b16fa6b985cceb951"}, + {file = "yarl-1.9.8-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:178f4ab054f3a5dc84c8091bd7395b6713aac83af893b62259d5eb3f5359ce7f"}, + {file = "yarl-1.9.8-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:02fe9809b29a7dc4a27b769a43c556288d949205db54338871a122b64751e0f4"}, + {file = "yarl-1.9.8-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c885a81f6c89b0d45fc0dd88e005c77dd8ba1dac421466d0dbb9192ce6d34e1e"}, + {file = "yarl-1.9.8-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:99f78f45c8b4c9824e1a37eb0a3ae63ad2dff66434d9620265a4256088be9cda"}, + {file = "yarl-1.9.8-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:30929a10be9a13026fd68377aba3223d633370abb93dadd3932754f3dcf4734a"}, + {file = "yarl-1.9.8-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:ee7c00a1979b3f23c8094dce6d9875453b3cb91b1153d9efaefa6773cf80cdb0"}, + {file = "yarl-1.9.8-cp311-cp311-musllinux_1_2_ppc64le.whl", hash = "sha256:e89d76b2aa11287f038a37577528c5f62d9385020b795a011f60dfd1b217cf9f"}, + {file = "yarl-1.9.8-cp311-cp311-musllinux_1_2_s390x.whl", hash = "sha256:81fde88456d2cbe005e16aca78ef744f322b3b15184dfe41b5b04f97b46aa5be"}, + {file = "yarl-1.9.8-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:b3dca0a4e192207f8bb4057725ff95e9a14d53a04728742f2b03692fc91b0a43"}, + {file = "yarl-1.9.8-cp311-cp311-win32.whl", hash = "sha256:9ea3a8532ea9fc2eeb6fc3def0c341aaeab7625545844f9c0a15350c17f9f479"}, + {file = "yarl-1.9.8-cp311-cp311-win_amd64.whl", hash = "sha256:c810606719683f4ab92127712efe283674d6ed29a627374411c762852913c2dd"}, + {file = "yarl-1.9.8-cp312-cp312-macosx_10_9_universal2.whl", hash = "sha256:b3d373373908e687aa4c8b0666870b0cf65605254ba0819ed8d5af2fc0780496"}, + {file = "yarl-1.9.8-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:e3d1be58e28825a14fb9561733de62fbe95c892febe7d7a9ebcde916c531d603"}, + {file = "yarl-1.9.8-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:7318736a8ee9de8217d590866dd716fa3c0895e684e2ec6152d945a4ab758043"}, + {file = "yarl-1.9.8-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:db3dd602cbf6613dc1e4a6fbde7a1bee86948e5940086090bb505c2ab959bbdf"}, + {file = "yarl-1.9.8-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:c5950226b128a1610f57c1f756fc611fdbdcb1e6b4497ccb05fce76a38915b07"}, + {file = "yarl-1.9.8-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:b341a995673180ed81a1040228a59e0b47ee687e367b1a03d829fa3c0eb4607e"}, + {file = "yarl-1.9.8-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9f912153a34698994f32cf683d966014b0dd99c73481302d6159bcb3a8303e84"}, + {file = "yarl-1.9.8-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:9ceab2b16043ae1953863ec240eb918ba1ac40d2aad55225141aac288c606442"}, + {file = "yarl-1.9.8-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:7c0d2bc2646ae2380bb91b9ddc2eb1e1fa6baef128499e817134d1d50c8b6c56"}, + {file = "yarl-1.9.8-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:ebd98e16ff9948e4d31514c937275017a122b765cb89961dd5d44ecd2cc18140"}, + {file = "yarl-1.9.8-cp312-cp312-musllinux_1_2_ppc64le.whl", hash = "sha256:83273ca458c85d7b026c770a86df6e36349e85100bd2cefe6d0ad7167a8f12a6"}, + {file = "yarl-1.9.8-cp312-cp312-musllinux_1_2_s390x.whl", hash = "sha256:4511dd73b6aeda0cc39111839923f1545726d621813c9d13355824fba328dbcf"}, + {file = "yarl-1.9.8-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:0ffb9f1cad56c547aa127e2c315e666ee9838156c8a3b14f37ba545b0167aa5e"}, + {file = "yarl-1.9.8-cp312-cp312-win32.whl", hash = "sha256:5796358c3d6c72b108b570e20ab951463237ec473b6d204da21050feaaaf7dca"}, + {file = "yarl-1.9.8-cp312-cp312-win_amd64.whl", hash = "sha256:c2dc6e941bf53160b44858d1b24767a056cd83166b69fbdd3b2e401856d8932e"}, + {file = "yarl-1.9.8-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:cb3d488f049db9522e3a0de50e07bac0c53565acd88a07bc9cf7182fd6890307"}, + {file = "yarl-1.9.8-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:50cbf73b6a4b62c3ad633e8920f2791adf485356ef37c9edbd5a1e7de8da2ddc"}, + {file = "yarl-1.9.8-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:b1e0649ee7ac354a3e40ee849707140b14a2cd0cd2dc2062fe620458dfe465c8"}, + {file = "yarl-1.9.8-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c2501b230e89cad2361719860648f780197812d3be91c7ca6658a097a7e22fc4"}, + {file = "yarl-1.9.8-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:be441a73f9f49427906274008bd98384d8ca4655981735281c314fc7c145d256"}, + {file = "yarl-1.9.8-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:7de1968a1c2690b86e32e91acf8ed2043c346293f9bbe1704b9f6a481b73bd11"}, + {file = "yarl-1.9.8-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:1ce892a75a2209cf4f7007de21c6f6d607f4b9406ac613a59ad02340f6e933e4"}, + {file = "yarl-1.9.8-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:405e75bb94b87cc4167eef0e08d6a539f60633229f7043edc2e65c82ef80e874"}, + {file = "yarl-1.9.8-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:bc5811c1906b38f2a203df1266c6dd11680ca85d610d6ee3701dde262a305520"}, + {file = "yarl-1.9.8-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:51476f19fe1296d3efe3770179548f5f4822e5c4ead9f5160ba156a6a9f5272c"}, + {file = "yarl-1.9.8-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:ce2af144a81883db914636bec646da4dcccfe9db05c2899e7afe90a3d817ffce"}, + {file = "yarl-1.9.8-cp313-cp313-musllinux_1_2_s390x.whl", hash = "sha256:8c91b71b0af1fb5454709e34b39e38c975faaa89c0cc8bb744d60300ca710fcd"}, + {file = "yarl-1.9.8-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:1a562055b5ec6371c307320e8460d16675244e810b20f343371fc52797d23615"}, + {file = "yarl-1.9.8-cp313-cp313-win32.whl", hash = "sha256:f7442a9342aa04ea60b760a8f0d210e269f881eb0660a2000fa1f8cb89820931"}, + {file = "yarl-1.9.8-cp313-cp313-win_amd64.whl", hash = "sha256:21ef75d8a18fa47725b50fcb7ae6d23a51c71a7426cdf7097e52f9e12a995eb6"}, + {file = "yarl-1.9.8-cp38-cp38-macosx_10_9_universal2.whl", hash = "sha256:fd9affa8c18198dfa5a19c63b29ef2a2f35b8efacaf0bdd3e58f974c0ab0108d"}, + {file = "yarl-1.9.8-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:f79e65f16413a95d9f7633802a2ee34730b3ba1dd0af82811b377057883c4fb7"}, + {file = "yarl-1.9.8-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:3f8c454cf7e4d3762515ed2b5a40cf2feaeb8a8ed1d121f131a6178e16015319"}, + {file = "yarl-1.9.8-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:9f972fc63a1d6165d1cff650a16a498b0087334f7f9cd7385860c086d009cd49"}, + {file = "yarl-1.9.8-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:4ac4aa2f2d8253b9a5455d5f0ed45687ea9715b78a563490ddf7954337974cb7"}, + {file = "yarl-1.9.8-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:b001379047de5e03224dc0592f1b0e60738857a9b992d9b636b5050500ecce23"}, + {file = "yarl-1.9.8-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:39deb5a67b591682e54d1b09b36e79cd608ca27bea1fefed3bcaaa0b05d2b25e"}, + {file = "yarl-1.9.8-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:ffd9dd7eac5d36f53fccdf11e98730b7a628561c77f6c2a9e0909d2a304f34d1"}, + {file = "yarl-1.9.8-cp38-cp38-musllinux_1_2_aarch64.whl", hash = "sha256:497d5fd7dce44b5dcac648c830c99a673d30bc6cd9905b3e255c92c6dc01f537"}, + {file = "yarl-1.9.8-cp38-cp38-musllinux_1_2_i686.whl", hash = "sha256:d99011d564f2b5cb4cf1012f9058e08d8d79674332474f7e940131f5952015df"}, + {file = "yarl-1.9.8-cp38-cp38-musllinux_1_2_ppc64le.whl", hash = "sha256:600f734296cb99db1af7e34c0dcf8ec9477072f72c4621677637fdc2273af120"}, + {file = "yarl-1.9.8-cp38-cp38-musllinux_1_2_s390x.whl", hash = "sha256:6703deac7bb0dd8b3f0bc3cb6844dab4e74c85c70783ae89bd0b52286ebdc102"}, + {file = "yarl-1.9.8-cp38-cp38-musllinux_1_2_x86_64.whl", hash = "sha256:3346e2f641fcf31cf32c5a394d625e0676aba6fadccc06d35435e475753ed05d"}, + {file = "yarl-1.9.8-cp38-cp38-win32.whl", hash = "sha256:a54f7a63e48156a77a7c0333cefed29ceb004ab683d685a1192b341ac445cb73"}, + {file = "yarl-1.9.8-cp38-cp38-win_amd64.whl", hash = "sha256:45992ff8d941a1901c35f2ed90a60cb5fee8705ffadff395db4a5fd164473542"}, + {file = "yarl-1.9.8-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:590437f092af08e71521cc302940ef897e969152434c825bb3fb8f308b63a8bb"}, + {file = "yarl-1.9.8-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:551c26789acd38c7b90a89a1f262291d9f9a6a677185a83b5781e2a2c4258aec"}, + {file = "yarl-1.9.8-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:121bf7d647b3f6481ce1030350c1cc4c43e18758010732a449c71a1784ae793d"}, + {file = "yarl-1.9.8-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0c9db466370e8bc3459912850494ad3401f3664ff3a56842f0d4514166f54c9f"}, + {file = "yarl-1.9.8-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:ff56e21379824f3e3c39a37083d5ab905168b9483b1c0c563dd92eb2db18b251"}, + {file = "yarl-1.9.8-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:cce910a1510d60c7eff4bb263b28b9afdcc5f6b85c555e492cfe7548a09e2476"}, + {file = "yarl-1.9.8-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3ba7c4b50cc0bb4caaa54554613ca13db47a24878a4fc1063e6303494fc67567"}, + {file = "yarl-1.9.8-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:b345de5e725b82e9458dc1381d7e28fe7d7ef93491370461dc98283b9dda51e2"}, + {file = "yarl-1.9.8-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:49dd58b79b0fd04e880c90bc570fde68407cc516c58812f0321f5e74c131107c"}, + {file = "yarl-1.9.8-cp39-cp39-musllinux_1_2_i686.whl", hash = "sha256:15fb127bcc19065fd912391a43bc80114635f0062e0465765633ab5d0c7fc3a1"}, + {file = "yarl-1.9.8-cp39-cp39-musllinux_1_2_ppc64le.whl", hash = "sha256:6f4f87a7c97ba77fdc764b893ae4083c74e5857904962a70025ade0cd42bdbaf"}, + {file = "yarl-1.9.8-cp39-cp39-musllinux_1_2_s390x.whl", hash = "sha256:d336601d9ff3dc3b12263739ab1add25bdd2345d675f59ad49f72d9a6ccbc865"}, + {file = "yarl-1.9.8-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:3574834e4aaf24e24d12fa4fd53d0b0fd1d70b24a67bed81c44b284377e81d45"}, + {file = "yarl-1.9.8-cp39-cp39-win32.whl", hash = "sha256:db9305328486539bb7182c15f1ad1ea95dae52245e93a049f2b1d6f04e63674d"}, + {file = "yarl-1.9.8-cp39-cp39-win_amd64.whl", hash = "sha256:588d62a57c7a43b230557728ec9f252b3f81ad073cb5c0ef48d87cd3f8b6ace2"}, + {file = "yarl-1.9.8-py3-none-any.whl", hash = "sha256:d1612ce50f23b94897b9ef5eb65b72398a9a83ea990b42825272590f3484dae3"}, + {file = "yarl-1.9.8.tar.gz", hash = "sha256:3089553548d9ab23152cecb5a71131caaa9e9b16d7fc8196057c374fdc53cc4b"}, +] + +[package.dependencies] +idna = ">=2.0" +multidict = ">=4.0" + +[[package]] +name = "zc-lockfile" +version = "3.0.post1" +description = "Basic inter-process locks" +optional = false +python-versions = ">=3.7" +files = [ + {file = "zc.lockfile-3.0.post1-py3-none-any.whl", hash = "sha256:ddb2d71088c061dc8a5edbaa346b637d742ca1e1564be75cb98e7dcae715de19"}, + {file = "zc.lockfile-3.0.post1.tar.gz", hash = "sha256:adb2ee6d9e6a2333c91178dcb2c9b96a5744c78edb7712dc784a7d75648e81ec"}, +] + +[package.dependencies] +setuptools = "*" + +[package.extras] +test = ["zope.testing"] + [[package]] name = "zipp" version = "3.20.1" @@ -2661,4 +4500,4 @@ type = ["pytest-mypy"] [metadata] lock-version = "2.0" python-versions = "^3.12" -content-hash = "c6b9f7bef13adec8f46d8caf3d6dbf95161e0e6b61c6be474b921902645d5448" +content-hash = "563a80a355f63c8160642dd377176d6597bcd5ed942665340fbb1e6911d3c347" diff --git a/pyproject.toml b/pyproject.toml index 2ec6201..d35f454 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -10,6 +10,11 @@ package-mode = false python = "^3.12" evidently = "^0.4.36" pandera = "^0.20.3" +setuptools = "^74.1.1" +dvc = "^3.55.2" +dvc-s3 = "^3.2.0" +gitpython = "^3.1.43" +python-json-logger = "^2.0.7" [tool.poetry.group.dev.dependencies] diff --git a/src/config.yaml b/src/config.yaml deleted file mode 100644 index 43fe6cc..0000000 --- a/src/config.yaml +++ /dev/null @@ -1,13 +0,0 @@ -model_endpoint: http://localhost:5001/invocations # model prediction endpoint -data_repo: repo-path # data repository url -repo_branch: data-branch-name # the branch name in the data repo where versioned data are kept -current_data_version: v1.0.0 # current data version from the above repo -new_data_version: v1.1.0 # new data version from the above repo -feature_columns: ["mainroad", "guestroom", "basement", "hotwaterheating", - "airconditioning", "prefarea", "furnishingstatus", - "area", "bedrooms", "bathrooms", "stories", "parking"] # feature columns to be used form the data -label_column: "price" # label column name -report_location: "s3" # where to save the evidently report -report_name: evidently_report.html # evidently report file name -current_data_local_path: ../artefacts/HousingData.csv # local path where the pulled current data is kept -new_data_local_path: ../artefacts/HousingData-new.csv # local path where the pulled new data is kept diff --git a/src/utils.py b/src/utils.py index e065dce..8337e94 100644 --- a/src/utils.py +++ b/src/utils.py @@ -1,8 +1,11 @@ """Utility functions.""" +import logging import os +import sys import yaml +from pythonjsonlogger import jsonlogger def load_yaml_config(): @@ -11,3 +14,41 @@ def load_yaml_config(): with open(config_path, "r") as config_file: config = yaml.safe_load(config_file) return config + + +class CustomJsonFormatter(jsonlogger.JsonFormatter): + """Custom log formatter.""" + + def add_fields(self, log_record, record, message_dict): + """Adding standard filed for logging.""" + super(CustomJsonFormatter, self).add_fields( + log_record, record, message_dict + ) + log_record["module"] = record.module + log_record["funcName"] = record.funcName + log_record["pathname"] = record.pathname + log_record["lineno"] = record.lineno + log_record["filename"] = record.filename + log_record["levelname"] = record.levelname + + +def setup_logger(): + logger = logging.getLogger() + log_level = os.getenv("LOG_LEVEL", "INFO").upper() + + # set the logging level to info if the provided one is invalid + logger.setLevel(getattr(logging, log_level, logging.INFO)) + + # Create a stream handler to log to stdout + stream_handler = logging.StreamHandler(sys.stdout) + formatter = CustomJsonFormatter("%(asctime)s %(message)s") + stream_handler.setFormatter(formatter) + + if not logger.handlers: + logger.addHandler(stream_handler) + + return logger + + +# Initialized logger +logger = setup_logger() From 8fce8bf295b1ebb35615592c0945b9c420634d8b Mon Sep 17 00:00:00 2001 From: Renjith Date: Mon, 9 Sep 2024 16:45:53 +0100 Subject: [PATCH 06/10] add modules to fetch data, do inference, generate report and push --- src/drift_report.py | 28 ++++-- src/get_data.py | 202 ++++++++++++++++++++++++++++++++++++------- src/inference.py | 70 +++++++++++++++ src/main.py | 37 +++++--- src/upload_report.py | 73 ++++++++++++++++ 5 files changed, 358 insertions(+), 52 deletions(-) create mode 100644 src/upload_report.py diff --git a/src/drift_report.py b/src/drift_report.py index bc2ad8b..8859e91 100644 --- a/src/drift_report.py +++ b/src/drift_report.py @@ -1,20 +1,18 @@ """Target/model drift report generation using evidently.""" +from pathlib import Path + import pandas as pd from evidently.metric_preset import RegressionPreset, TargetDriftPreset from evidently.report import Report - -def push_report(): - """Push report to s3.""" - pass +from src.utils import load_yaml_config def generate_report( historical_data: pd.DataFrame, current_data: pd.DataFrame, - report_name, - report_location, + report_save_path, ) -> None: """Evidently target/model drift generation.""" # Initialize Evidently's report with @@ -25,5 +23,19 @@ def generate_report( report.run(reference_data=historical_data, current_data=current_data) # Save the report as an HTML file - report.save_html(report_name) - push_report() + report.save_html(str(report_save_path)) + + +if __name__ == "__main__": + config = load_yaml_config() + + historical_data_save_path = Path( + config["historical_data_save_path"] + ).resolve() + new_data_save_path = Path(config["new_data_save_path"]).resolve() + report_save_path = Path(config["report_save_path"]).resolve() + + historical_data = pd.read_csv(historical_data_save_path) + new_data = pd.read_csv(new_data_save_path) + + generate_report(historical_data, new_data, report_save_path) diff --git a/src/get_data.py b/src/get_data.py index fa30501..8292640 100644 --- a/src/get_data.py +++ b/src/get_data.py @@ -1,45 +1,181 @@ -"""Get the data to be compared for drift detection.""" +"""Get the data to be compared for drift detection from the feature store.""" import os +import shutil +from pathlib import Path -import pandas as pd -from pandera import Column, DataFrameSchema +from dvc.cli import main as dvc_main +from git import Repo -data_repo = os.getenv("DATA_REPO") -repo_branch = os.getenv("REPO_BRANCH") -current_data_version = os.getenv("CURRENT_DATA_VERSION") -new_data_version = os.getenv("NEW_DATA_VERSION") +from src.utils import load_yaml_config, logger -# Pandera schema for validating the data -schema = DataFrameSchema( - { - "area": Column(float), - "bedrooms": Column(int), - "bathrooms": Column(int), - "stories": Column(int), - "mainroad": Column(str), - "guestroom": Column(str), - "basement": Column(str), - "hotwaterheating": Column(str), - "airconditioning": Column(str), - "parking": Column(int), - "prefarea": Column(str), - "furnishingstatus": Column(str), - }, - coerce=True, -) +def checkout_data(repo, data_version): + """Checkout to the data branch.""" + repo.git.fetch() + try: + repo.git.checkout(data_version) + except Exception as e: + logger.error( + f"Git data version-{data_version} checkout failed with error: {e}" + ) + raise e -def load_data(current_data_local_path, new_data_local_path, label_column): - """Load current(new) data and historical(used for training) data.""" +def get_authenticated_github_url(base_url): + """From the base git http url, generate an authenticated url.""" + username = os.getenv("GITHUB_USERNAME") + password = os.getenv("GITHUB_PASSWORD") - historical_data = schema.validate(pd.read_csv(current_data_local_path)) + if not username or not password: + logger.error( + "GITHUB_USERNAME or GITHUB_PASSWORD environment variables not set" + ) + raise ValueError( + "GITHUB_USERNAME or GITHUB_PASSWORD environment variables not set" + ) - # Current data (new incoming data) - current_data = schema.validate(pd.read_csv(new_data_local_path)) + # Separate protocol and the rest of the URL + protocol, rest_of_url = base_url.split("://") - current_data.rename(columns={label_column: "target"}, inplace=True) - historical_data.rename(columns={label_column: "target"}, inplace=True) + # Construct the new URL with credentials + new_url = f"{protocol}://{username}:{password}@{rest_of_url}" - return historical_data, current_data + return new_url + + +def delete_file_if_exists(file_path): + """Delete a file if it exists.""" + if os.path.exists(file_path): + os.remove(file_path) + + +def delete_directory_if_exists(directory_path): + """Delete a directory and all its contents if it exists.""" + if os.path.exists(directory_path) and os.path.isdir(directory_path): + shutil.rmtree(directory_path) + + +def dvc_pull(config): + """DVC pull.""" + # first remove if older data exists + csv_files = [ + f for f in os.listdir(config["dvc"]["data_path"]) if f.endswith(".csv") + ] + for file in csv_files: + delete_file_if_exists(file) + try: + dvc_remote_add(config) + dvc_main(["pull", "-r", config["dvc"]["dvc_remote_name"]]) + except Exception as e: + logger.error(f"DVC pull failed with error: {e}") + raise e + + +def dvc_remote_add(config): + """Set the dvc remote.""" + access_key_id = os.getenv("DVC_ACCESS_KEY_ID") + secret_access_key = os.getenv("DVC_SECRET_ACCESS_KEY") + region = config["dvc"]["dvc_region"] + try: + dvc_remote_name = os.getenv( + "DVC_REMOTE_NAME", config["dvc"]["dvc_remote_name"] + ) + dvc_remote = os.getenv("DVC_REMOTE", config["dvc"]["dvc_remote"]) + + dvc_main(["remote", "add", "-f", dvc_remote_name, dvc_remote]) + dvc_main( + [ + "remote", + "modify", + dvc_remote_name, + "endpointurl", + config["dvc"]["dvc_endpoint_url"], + ] + ) + dvc_main( + [ + "remote", + "modify", + dvc_remote_name, + "access_key_id", + access_key_id, + ] + ) + dvc_main( + [ + "remote", + "modify", + dvc_remote_name, + "secret_access_key", + secret_access_key, + ] + ) + # Minio does not enforce regions but DVC requires it + dvc_main(["remote", "modify", dvc_remote_name, "region", region]) + except Exception as e: + logger.error(f"DVC remote add failed with error: {e}") + raise e + + +def move_dvc_data(source_repo, save_path): + """Move pulled dvc data to where it is expected to be.""" + # First delete if the destination has files with same name + delete_file_if_exists(save_path) + + # Only using the train split of the data here + # TODO: modify if want to include all the splits of data + + # Now move the data to destination + try: + shutil.move("./artefacts/train_data.csv", save_path) + except Exception as e: + logger.error(f"Copying dvc data failed with error {e}") + raise e + + +def fetch_data(config, data_version, save_path): + """Fetch the versioned data from dvc.""" + # 1. Authenticate, clone, and update git repo + data_repo = os.getenv("DATA_REPO", config["dvc"]["git_repo_url"]) + + authenticated_git_url = get_authenticated_github_url(data_repo) + repo_temp_path = "./repo" + Repo.clone_from(authenticated_git_url, repo_temp_path) + + os.chdir(repo_temp_path) + + # 2. Initialise git and dvc + repo = Repo("./") + assert not repo.bare + + # 3. Checkout to the data version + checkout_data(repo, data_version) + + # 4. DVC pull + dvc_pull(config) + + # 5. move the pulled data to expected location + move_dvc_data(config, save_path) + os.chdir("../") + delete_directory_if_exists(repo_temp_path) + + +if __name__ == "__main__": + # load the config file + config = load_yaml_config() + + historical_data_version = os.getenv( + "HISTORICAL_DATA_VERSION", config["historical_data_version"] + ) + new_data_version = os.getenv( + "NEW_DATA_VERSION", config["new_data_version"] + ) + + historical_data_save_path = Path( + config["historical_data_save_path"] + ).resolve() + new_data_save_path = Path(config["new_data_save_path"]).resolve() + + fetch_data(config, historical_data_version, historical_data_save_path) + fetch_data(config, new_data_version, new_data_save_path) diff --git a/src/inference.py b/src/inference.py index 0efa664..60bd2bd 100644 --- a/src/inference.py +++ b/src/inference.py @@ -1,15 +1,85 @@ """Inference on reference data using model prediction endpoints.""" +import os +from pathlib import Path + import numpy as np import pandas as pd import requests +from pandera import Column, DataFrameSchema + +from src.utils import load_yaml_config headers = {"Content-Type": "application/json"} +# Pandera schema for validating the data +schema = DataFrameSchema( + { + "area": Column(float), + "bedrooms": Column(int), + "bathrooms": Column(int), + "stories": Column(int), + "mainroad": Column(str), + "guestroom": Column(str), + "basement": Column(str), + "hotwaterheating": Column(str), + "airconditioning": Column(str), + "parking": Column(int), + "prefarea": Column(str), + "furnishingstatus": Column(str), + }, + coerce=True, +) + + +def load_data(historical_data_path, new_data_path, config): + """Load current(new) data and historical(used for training) data.""" + + label_column = config["label_column"] + + # Historical data + historical_data = schema.validate(pd.read_csv(historical_data_path)) + + # Current data (new incoming data) + current_data = schema.validate(pd.read_csv(new_data_path)) + + current_data.rename(columns={label_column: "target"}, inplace=True) + historical_data.rename(columns={label_column: "target"}, inplace=True) + + return historical_data, current_data + + def predict(model_endpoint: str, data: pd.DataFrame) -> np.ndarray: """Get the model output for the given data using the model endpoing.""" payload = {"dataframe_records": data.to_dict(orient="records")} response = requests.post(model_endpoint, headers=headers, json=payload) predictions = np.array(response.json()["predictions"]).flatten() return predictions + + +if __name__ == "__main__": + # load the config file + config = load_yaml_config() + + feature_columns = config["feature_columns"] + model_endpoint = os.getenv("MODEL_ENDPOINT", config["model_endpoint"]) + + historical_data_save_path = Path( + config["historical_data_save_path"] + ).resolve() + new_data_save_path = Path(config["new_data_save_path"]).resolve() + + # load the datasets + historical_data, new_data = load_data( + historical_data_save_path, new_data_save_path, config + ) + + # Model predictions for both datasets + historical_data["prediction"] = predict( + model_endpoint, historical_data[feature_columns] + ) + new_data["prediction"] = predict(model_endpoint, new_data[feature_columns]) + + historical_data.to_csv(historical_data_save_path, index=False) + new_data.to_csv(new_data_save_path, index=False) diff --git a/src/main.py b/src/main.py index 4fc9807..34b8921 100644 --- a/src/main.py +++ b/src/main.py @@ -2,10 +2,12 @@ import os import warnings +from pathlib import Path from src.drift_report import generate_report -from src.get_data import load_data -from src.inference import predict +from src.get_data import fetch_data +from src.inference import load_data, predict +from src.upload_report import upload from src.utils import load_yaml_config warnings.filterwarnings("ignore") @@ -16,17 +18,31 @@ def main(): # load the config file config = load_yaml_config() - current_data_local_path = config["current_data_local_path"] - new_data_local_path = config["new_data_local_path"] + historical_data_version = os.getenv( + "HISTORICAL_DATA_VERSION", config["historical_data_version"] + ) + new_data_version = os.getenv( + "NEW_DATA_VERSION", config["new_data_version"] + ) feature_columns = config["feature_columns"] model_endpoint = os.getenv("MODEL_ENDPOINT", config["model_endpoint"]) - report_location = os.getenv("REPORT_LOCATION", config["report_location"]) - report_name = os.getenv("REPORT_NAME", config["report_name"]) - label_column = config["label_column"] + report_save_path = Path(config["report_save_path"]).resolve() + + historical_data_save_path = Path( + config["historical_data_save_path"] + ).resolve() + new_data_save_path = Path(config["new_data_save_path"]).resolve() + + print(f"historical_data_save_path: {historical_data_save_path}") + print(f"new_data_save_path: {new_data_save_path}") + + # Fetch datasets from dvc + fetch_data(config, historical_data_version, historical_data_save_path) + fetch_data(config, new_data_version, new_data_save_path) # load the datasets historical_data, current_data = load_data( - current_data_local_path, new_data_local_path, label_column + historical_data_save_path, new_data_save_path, config ) # Model predictions for both datasets @@ -37,9 +53,8 @@ def main(): model_endpoint, current_data[feature_columns] ) - generate_report( - historical_data, current_data, report_name, report_location - ) + generate_report(historical_data, current_data, report_save_path) + upload(report_save_path) if __name__ == "__main__": diff --git a/src/upload_report.py b/src/upload_report.py new file mode 100644 index 0000000..d8d4384 --- /dev/null +++ b/src/upload_report.py @@ -0,0 +1,73 @@ +import datetime +import os +from pathlib import Path + +import boto3 +from botocore.client import Config +from botocore.exceptions import ClientError + +from src.utils import load_yaml_config + +# Configuration details +config = load_yaml_config() + +s3_endpoint = os.getenv( + "DVC_ENDPOINT_URL" +) # eg: "s3://minio/" or http://localhost:9000 +access_key = os.getenv("DVC_ACCESS_KEY_ID") +secret_key = os.getenv("DVC_SECRET_ACCESS_KEY") +region = config["dvc"]["dvc_region"] + +# Create a session and S3 client +s3_client = boto3.client( + "s3", + endpoint_url=s3_endpoint, + aws_access_key_id=access_key, + aws_secret_access_key=secret_key, + config=Config(signature_version="s3v4"), + region_name=region, +) + + +def create_bucket_if_not_exists(bucket_name, s3_client): + """Create s3 bucket if it doesn't exist.""" + try: + # List all existing buckets to check if the bucket exists + buckets = s3_client.list_buckets() + bucket_names = [bucket["Name"] for bucket in buckets["Buckets"]] + if bucket_name in bucket_names: + print(f"Bucket '{bucket_name}' already exists.") + else: + # Create the bucket without LocationConstraint for MinIO + s3_client.create_bucket(Bucket=bucket_name) + print(f"Bucket '{bucket_name}' created.") + except ClientError as e: + # Handle other errors + print(f"Error occurred: {e}") + + +def upload(file_name): + bucket_name = "evidently-reports" + timestamp = datetime.datetime.now().strftime("%Y%m%d_%H%M%S") + # Adding the timestamp to the filename + object_name = f"report_{timestamp}.html" + + create_bucket_if_not_exists(bucket_name, s3_client) + + # Upload the file + try: + + s3_client.upload_file(str(file_name), bucket_name, object_name) + print( + f"File {file_name} uploaded to " + f"bucket {bucket_name} as {object_name}." + ) + except Exception as e: + print(f"Error uploading file: {e}") + + +if __name__ == "__main__": + # load the config file + config = load_yaml_config() + report_save_path = Path(config["report_save_path"]).resolve() + upload(report_save_path) From 8b6b3141d6ba920adb9ec431ca56c61e1b0812c5 Mon Sep 17 00:00:00 2001 From: Renjith Date: Mon, 9 Sep 2024 16:46:21 +0100 Subject: [PATCH 07/10] add unit tests --- tests/test_generate_report.py | 10 +---- tests/test_get_data.py | 71 +++++++++++++++++++++++++++++++++++ 2 files changed, 73 insertions(+), 8 deletions(-) create mode 100644 tests/test_get_data.py diff --git a/tests/test_generate_report.py b/tests/test_generate_report.py index 68398c5..9ee0497 100644 --- a/tests/test_generate_report.py +++ b/tests/test_generate_report.py @@ -1,17 +1,14 @@ """Unit tests for evidently report generation.""" import os -from unittest.mock import patch import pandas as pd from src.drift_report import generate_report -@patch("src.drift_report.push_report") -def test_generate_report(mock_push_report): +def test_generate_report(): """Test evidently report generation""" - mock_push_report.return_value = None # Dummy arguments for generate_report function historical_data = pd.DataFrame( @@ -29,14 +26,11 @@ def test_generate_report(mock_push_report): } ) report_name = "test_report.html" - report_location = "./" # Assertions try: # Generate the report - generate_report( - historical_data, current_data, report_name, report_location - ) + generate_report(historical_data, current_data, report_name) # Assert if the file is created assert os.path.exists( diff --git a/tests/test_get_data.py b/tests/test_get_data.py new file mode 100644 index 0000000..e7f7439 --- /dev/null +++ b/tests/test_get_data.py @@ -0,0 +1,71 @@ +import os +import shutil +from unittest.mock import MagicMock, patch + +import pytest + +from src.get_data import fetch_data + +TEMP_DIR = "./repo" + + +@pytest.fixture +def config(): + """Fixture to provide configuration for the tests.""" + return { + "dvc": { + "git_repo_url": "https://github.com/user/repo", + } + } + + +@pytest.fixture(scope="module", autouse=True) +def setup_and_teardown(): + # Setup: Create temp dir + if not os.path.exists(TEMP_DIR): + os.makedirs(TEMP_DIR) + yield + + # Teardown - Remove the temp dir + if os.path.exists(TEMP_DIR): + shutil.rmtree(TEMP_DIR) + + +@patch("src.get_data.get_authenticated_github_url") +@patch("src.get_data.Repo.clone_from") +@patch("src.get_data.Repo") +@patch("src.get_data.checkout_data") +@patch("src.get_data.dvc_pull") +@patch("src.get_data.move_dvc_data") +def test_fetch_data( + mock_move_dvc_data, + mock_dvc_pull, + mock_checkout_data, + mock_Repo, + mock_repo_clone_from, + mock_get_authenticated_github_url, + config, + setup_and_teardown, +): + """Test the fetch_data function.""" + # Set up mocks + authed_repo_url = "https://authed_url/repo.git" + data_version = "data-v1.0.0" + save_path = "./artefacts/unit_test_data.csv" + mock_get_authenticated_github_url.return_value = authed_repo_url + + mock_repo = MagicMock() + mock_repo.bare = False + mock_Repo.return_value = mock_repo + + # Run the function + fetch_data(config, data_version, save_path) + + # Assertions + mock_get_authenticated_github_url.assert_called_once_with( + config["dvc"]["git_repo_url"] + ) + mock_repo_clone_from.assert_called_once_with(authed_repo_url, TEMP_DIR) + mock_checkout_data.assert_called_once_with(mock_repo, data_version) + mock_dvc_pull.assert_called_once_with(config) + mock_move_dvc_data.assert_called_once() From 00c6fd7fb60467dcce5421c14a7cb9a990b69586 Mon Sep 17 00:00:00 2001 From: Renjith Date: Mon, 9 Sep 2024 17:15:23 +0100 Subject: [PATCH 08/10] update readme --- README.md | 44 +++++++++++++++++++++++++++++++++++++++++++- 1 file changed, 43 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index 365c5fe..ff24eeb 100644 --- a/README.md +++ b/README.md @@ -1,3 +1,45 @@ # bridgeAI-drift-monitoring -## ENV VARS \ No newline at end of file +## Drift detection + +1. The data used is available [here](https://www.kaggle.com/datasets/yasserh/housing-prices-dataset). +2. Ensure you have a model endpoint available that serves the regression model that we want to test the data against +3. Update the python environment in `.env` file +4. Install `poetry` if not already installed +5. Install the dependencies using poetry `poetry install` +6. update the config and other parameters in the `config.yaml` file +7. Add `./src` to the `PYTHONPATH` - `export PYTHONPATH="${PYTHONPATH}:./src"` +8. Run `poetry run python src/main.py` + +**The above manual steps are automated using the drift detection dag in the [DAGs repo](https://github.com/digicatapult/bridgeAI-airflow-DAGs) **\ + + +### Environment Variables + +The following environment variables need to be set for this repo. + +| Variable | Default Value | Description | +|--------------------------|--------------------------------------------------------------------------------|---------------------------------------------------------------------------------------------------------------| +| CONFIG_PATH | `./config.yaml` | File path to the model training and other configuration file | +| LOG_LEVEL | `INFO` | The logging level for the application. Valid values are `DEBUG`, `INFO`, `WARNING`, `ERROR`, and `CRITICAL`. | +| MLFLOW_TRACKING_URI | `http://localhost:5000` | MLFlow tracking URI. Use `http://host.docker.internal:5000` if the MLFlow is running within docker container. | +| GITHUB_USERNAME | None | Githuib username. This is needed to pull the data form the dvc repo. | +| GITHUB_PASSWORD | None | Githuib token. This is needed to pull the data form the dvc repo. | +| DVC_ACCESS_KEY_ID | `admin` | Access key for dvc remote | +| DVC_SECRET_ACCESS_KEY | `password` | secret access key for dvc remote | +| DVC_REMOTE_NAME | `regression-model-remote` | A name assigned to the dvc remote | +| DVC_REMOTE | `s3://artifacts` | DVC remote path (to s3/minio bucket) | +| DVC_ENDPOINT_URL | `http://minio` | Endpoint url for dvc remote | +| DATA_REPO | `https://github.com/digicatapult/bridgeAI-regression-model-data-ingestion.git` | data ingestion repo where the data is versioned with dvc | +| HISTORICAL_DATA_VERSION | `data-v1.0.0` | the data version (dvc tagged version from the data ingestion repo) used for training the model | +| NEW_DATA_VERSION | `data-v1.1.0` | the data version (dvc tagged version from the data ingestion repo) curresponding to the new data | +| MODEL_ENDPOINT | `http://host.docker.internal:5001/invocations` | deployed model endpoint using which predictions can be made | + + +### Running the tests + +Ensure that you have the project requirements already set up by following the [Data Ingestion and versioning](#data-ingestion-and-versioning) instructions +- Ensure `pytest` is installed. `poetry install` will install it as a dependency. + +[//]: # (- - For integration tests, set up the dependencies (MLFlow) by running, `docker-compose up -d`) +- Run the tests with `poetry run pytest ./tests` \ No newline at end of file From c31e469657ebe2f450bb5459a199843ec7024294 Mon Sep 17 00:00:00 2001 From: Renjith Date: Tue, 10 Sep 2024 10:37:54 +0100 Subject: [PATCH 09/10] update s3 bucket name as env var --- README.md | 46 ++++++++++++++++--------------- config.yaml | 1 + src/main.py | 7 ++++- src/upload_report.py | 65 +++++++++++++++++--------------------------- 4 files changed, 56 insertions(+), 63 deletions(-) diff --git a/README.md b/README.md index ff24eeb..48abcc3 100644 --- a/README.md +++ b/README.md @@ -4,12 +4,13 @@ 1. The data used is available [here](https://www.kaggle.com/datasets/yasserh/housing-prices-dataset). 2. Ensure you have a model endpoint available that serves the regression model that we want to test the data against -3. Update the python environment in `.env` file -4. Install `poetry` if not already installed -5. Install the dependencies using poetry `poetry install` -6. update the config and other parameters in the `config.yaml` file -7. Add `./src` to the `PYTHONPATH` - `export PYTHONPATH="${PYTHONPATH}:./src"` -8. Run `poetry run python src/main.py` +3. Ensure the DRIFT_REPORT_BUCKET (named `evidently-reports`) is created and accessible +4. Update the python environment in `.env` file +5. Install `poetry` if not already installed +6. Install the dependencies using poetry `poetry install` +7. update the config and other parameters in the `config.yaml` file +8. Add `./src` to the `PYTHONPATH` - `export PYTHONPATH="${PYTHONPATH}:./src"` +9. Run `poetry run python src/main.py` **The above manual steps are automated using the drift detection dag in the [DAGs repo](https://github.com/digicatapult/bridgeAI-airflow-DAGs) **\ @@ -18,22 +19,23 @@ The following environment variables need to be set for this repo. -| Variable | Default Value | Description | -|--------------------------|--------------------------------------------------------------------------------|---------------------------------------------------------------------------------------------------------------| -| CONFIG_PATH | `./config.yaml` | File path to the model training and other configuration file | -| LOG_LEVEL | `INFO` | The logging level for the application. Valid values are `DEBUG`, `INFO`, `WARNING`, `ERROR`, and `CRITICAL`. | -| MLFLOW_TRACKING_URI | `http://localhost:5000` | MLFlow tracking URI. Use `http://host.docker.internal:5000` if the MLFlow is running within docker container. | -| GITHUB_USERNAME | None | Githuib username. This is needed to pull the data form the dvc repo. | -| GITHUB_PASSWORD | None | Githuib token. This is needed to pull the data form the dvc repo. | -| DVC_ACCESS_KEY_ID | `admin` | Access key for dvc remote | -| DVC_SECRET_ACCESS_KEY | `password` | secret access key for dvc remote | -| DVC_REMOTE_NAME | `regression-model-remote` | A name assigned to the dvc remote | -| DVC_REMOTE | `s3://artifacts` | DVC remote path (to s3/minio bucket) | -| DVC_ENDPOINT_URL | `http://minio` | Endpoint url for dvc remote | -| DATA_REPO | `https://github.com/digicatapult/bridgeAI-regression-model-data-ingestion.git` | data ingestion repo where the data is versioned with dvc | -| HISTORICAL_DATA_VERSION | `data-v1.0.0` | the data version (dvc tagged version from the data ingestion repo) used for training the model | -| NEW_DATA_VERSION | `data-v1.1.0` | the data version (dvc tagged version from the data ingestion repo) curresponding to the new data | -| MODEL_ENDPOINT | `http://host.docker.internal:5001/invocations` | deployed model endpoint using which predictions can be made | +| Variable | Default Value | Description | +|-------------------------|--------------------------------------------------------------------------------|---------------------------------------------------------------------------------------------------------------| +| CONFIG_PATH | `./config.yaml` | File path to the model training and other configuration file | +| LOG_LEVEL | `INFO` | The logging level for the application. Valid values are `DEBUG`, `INFO`, `WARNING`, `ERROR`, and `CRITICAL`. | +| MLFLOW_TRACKING_URI | `http://localhost:5000` | MLFlow tracking URI. Use `http://host.docker.internal:5000` if the MLFlow is running within docker container. | +| GITHUB_USERNAME | None | Githuib username. This is needed to pull the data form the dvc repo. | +| GITHUB_PASSWORD | None | Githuib token. This is needed to pull the data form the dvc repo. | +| DVC_ACCESS_KEY_ID | `admin` | Access key for dvc remote | +| DVC_SECRET_ACCESS_KEY | `password` | secret access key for dvc remote | +| DVC_REMOTE_NAME | `regression-model-remote` | A name assigned to the dvc remote | +| DVC_REMOTE | `s3://artifacts` | DVC remote path (to s3/minio bucket) | +| DVC_ENDPOINT_URL | `http://minio` | Endpoint url for dvc remote | +| DATA_REPO | `https://github.com/digicatapult/bridgeAI-regression-model-data-ingestion.git` | data ingestion repo where the data is versioned with dvc | +| HISTORICAL_DATA_VERSION | `data-v1.0.0` | the data version (dvc tagged version from the data ingestion repo) used for training the model | +| NEW_DATA_VERSION | `data-v1.1.0` | the data version (dvc tagged version from the data ingestion repo) curresponding to the new data | +| MODEL_ENDPOINT | `http://host.docker.internal:5001/invocations` | deployed model endpoint using which predictions can be made | +| DRIFT_REPORT_BUCKET | `evidently-reports` | s3 bucket name where the generated html report will be saved | ### Running the tests diff --git a/config.yaml b/config.yaml index 93bbdfb..f60a873 100644 --- a/config.yaml +++ b/config.yaml @@ -6,6 +6,7 @@ feature_columns: ["mainroad", "guestroom", "basement", "hotwaterheating", "area", "bedrooms", "bathrooms", "stories", "parking"] # feature columns to be used form the data label_column: "price" # label column name report_save_path: "./artefacts/evidently_report.html" # evidently report save path +report_save_bucket: "evidently-reports" # s3 bucket name to save evidently report historical_data_save_path: "./artefacts/historical_data.csv" # local path where the pulled historical data is kept new_data_save_path: "./artefacts/new_data.csv" # local path where the pulled new data is kept dvc: diff --git a/src/main.py b/src/main.py index 34b8921..c7db694 100644 --- a/src/main.py +++ b/src/main.py @@ -54,7 +54,12 @@ def main(): ) generate_report(historical_data, current_data, report_save_path) - upload(report_save_path) + + bucket_name = os.getenv( + "DRIFT_REPORT_BUCKET", config["report_save_bucket"] + ) + s3_client = get_s3_client() + upload(s3_client, report_save_path, bucket_name) if __name__ == "__main__": diff --git a/src/upload_report.py b/src/upload_report.py index d8d4384..e93adc8 100644 --- a/src/upload_report.py +++ b/src/upload_report.py @@ -8,55 +8,36 @@ from src.utils import load_yaml_config -# Configuration details -config = load_yaml_config() -s3_endpoint = os.getenv( - "DVC_ENDPOINT_URL" -) # eg: "s3://minio/" or http://localhost:9000 -access_key = os.getenv("DVC_ACCESS_KEY_ID") -secret_key = os.getenv("DVC_SECRET_ACCESS_KEY") -region = config["dvc"]["dvc_region"] - -# Create a session and S3 client -s3_client = boto3.client( - "s3", - endpoint_url=s3_endpoint, - aws_access_key_id=access_key, - aws_secret_access_key=secret_key, - config=Config(signature_version="s3v4"), - region_name=region, -) +def get_s3_client(): + """Create and return an S3 client.""" + s3_endpoint = os.getenv("DVC_ENDPOINT_URL") + access_key = os.getenv("DVC_ACCESS_KEY_ID") + secret_key = os.getenv("DVC_SECRET_ACCESS_KEY") + config = load_yaml_config() + region = config["dvc"]["dvc_region"] + if not (s3_endpoint and access_key and secret_key and region): + raise ValueError("Missing S3 configuration from environment variables and configmap.") -def create_bucket_if_not_exists(bucket_name, s3_client): - """Create s3 bucket if it doesn't exist.""" - try: - # List all existing buckets to check if the bucket exists - buckets = s3_client.list_buckets() - bucket_names = [bucket["Name"] for bucket in buckets["Buckets"]] - if bucket_name in bucket_names: - print(f"Bucket '{bucket_name}' already exists.") - else: - # Create the bucket without LocationConstraint for MinIO - s3_client.create_bucket(Bucket=bucket_name) - print(f"Bucket '{bucket_name}' created.") - except ClientError as e: - # Handle other errors - print(f"Error occurred: {e}") + return boto3.client( + "s3", + endpoint_url=s3_endpoint, + aws_access_key_id=access_key, + aws_secret_access_key=secret_key, + config=Config(signature_version="s3v4"), + region_name=region, + ) -def upload(file_name): - bucket_name = "evidently-reports" +def upload(s3_client, file_name, bucket_name): + """Upload the report file to the s3 bucket.""" timestamp = datetime.datetime.now().strftime("%Y%m%d_%H%M%S") - # Adding the timestamp to the filename + # Adding the timestamp to the filename when saving it object_name = f"report_{timestamp}.html" - create_bucket_if_not_exists(bucket_name, s3_client) - # Upload the file try: - s3_client.upload_file(str(file_name), bucket_name, object_name) print( f"File {file_name} uploaded to " @@ -70,4 +51,8 @@ def upload(file_name): # load the config file config = load_yaml_config() report_save_path = Path(config["report_save_path"]).resolve() - upload(report_save_path) + bucket_name = os.getenv( + "DRIFT_REPORT_BUCKET", config["report_save_bucket"] + ) + s3_client = get_s3_client() + upload(s3_client, report_save_path, bucket_name) From 2dbdc2c185e903b7e33a90971389d4771627d71f Mon Sep 17 00:00:00 2001 From: Renjith Date: Tue, 10 Sep 2024 10:40:56 +0100 Subject: [PATCH 10/10] reformat --- src/main.py | 2 +- src/upload_report.py | 5 +++-- 2 files changed, 4 insertions(+), 3 deletions(-) diff --git a/src/main.py b/src/main.py index c7db694..9f61125 100644 --- a/src/main.py +++ b/src/main.py @@ -7,7 +7,7 @@ from src.drift_report import generate_report from src.get_data import fetch_data from src.inference import load_data, predict -from src.upload_report import upload +from src.upload_report import get_s3_client, upload from src.utils import load_yaml_config warnings.filterwarnings("ignore") diff --git a/src/upload_report.py b/src/upload_report.py index e93adc8..2fdce13 100644 --- a/src/upload_report.py +++ b/src/upload_report.py @@ -4,7 +4,6 @@ import boto3 from botocore.client import Config -from botocore.exceptions import ClientError from src.utils import load_yaml_config @@ -18,7 +17,9 @@ def get_s3_client(): region = config["dvc"]["dvc_region"] if not (s3_endpoint and access_key and secret_key and region): - raise ValueError("Missing S3 configuration from environment variables and configmap.") + raise ValueError( + "Missing S3 configuration from env vars and configmap." + ) return boto3.client( "s3",