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TY-ChengTY-Cheng
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code refactoring, fastkde==2.1.3
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‎.github/workflows/publish-package.yml‎

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# This workflow builds a Python package and publishes it to PyPI and TestPyPI.
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name: Publish to PyPI and TestPyPI
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on:
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push:
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branches: ["main"]
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tags:
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- "v*.*.*" # Match semantic version tags
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workflow_dispatch:
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# Allow manual dispatch for testing or immediate releases
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jobs:
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build:
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name: Build distributions
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runs-on: ubuntu-latest
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steps:
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- name: Checkout code
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uses: actions/checkout@v4
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- name: Set up Python 3.11
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uses: actions/setup-python@v5
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with:
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python-version: 3.11
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- name: Cache pip
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uses: actions/cache@v4
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with:
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path: ~/.cache/pip
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key: ${{ runner.os }}-pip-${{ hashFiles('**/pyproject.toml') }}
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- name: Install uv and sync deps, build sdist and wheel
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run: |
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python3 -m pip install --upgrade pip
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python3 -m pip install uv
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python3 -m uv sync --extra cpu
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python3 -m uv build
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- name: Upload dist/*
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uses: actions/upload-artifact@v4
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with:
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name: python-distribution-packages
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path: dist/*
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publish-testpypi:
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name: Publish to TestPyPI
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needs: build
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runs-on: ubuntu-latest
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environment:
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name: testpypi
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url: https://test.pypi.org/p/torchvinecopulib/
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permissions:
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id-token: write
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# contents: write
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steps:
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- name: Download dist/*
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uses: actions/download-artifact@v4
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with:
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name: python-distribution-packages
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path: dist/
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- name: Publish to TestPyPI
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uses: pypa/gh-action-pypi-publish@release/v1
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with:
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verbose: true
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skip-existing: true
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repository-url: https://test.pypi.org/legacy/
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env:
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TWINE_USERNAME: __token__
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TWINE_PASSWORD: ${{ secrets.TEST_PYPI_API_TOKEN }}
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publish-pypi:
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name: Publish to PyPI
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runs-on: ubuntu-latest
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needs: publish-testpypi
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if: startsWith(github.ref, 'refs/tags/v')
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environment:
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name: pypi
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url: https://pypi.org/project/torchvinecopulib/
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permissions:
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id-token: write
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# contents: write
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steps:
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- name: Download dist/*
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uses: actions/download-artifact@v4
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with:
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name: python-distribution-packages
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path: dist/
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- name: Publish to PyPI via Twine
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uses: pypa/gh-action-pypi-publish@release/v1
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env:
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TWINE_USERNAME: __token__
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TWINE_PASSWORD: ${{ secrets.PYPI_API_TOKEN }}
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with:
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verbose: true
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skip-existing: true
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github-release:
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name: Create GitHub Release
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runs-on: ubuntu-latest
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needs: publish-testpypi
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if: startsWith(github.ref, 'refs/tags/v')
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permissions:
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contents: write
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id-token: write
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steps:
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- name: Download dist/*
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uses: actions/download-artifact@v4
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with:
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name: python-distribution-packages
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path: dist/
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- name: Sign the distribution packages with Sigstore
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uses: sigstore/[email protected]
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with:
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inputs: |
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./dist/*.tar.gz
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./dist/*.whl
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- name: Create GitHub Release and Upload Assets
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env:
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GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
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run: |
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gh release create "${{ github.ref_name }}" \
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--repo "${{ github.repository }}" \
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--title "Release ${{ github.ref_name }}" \
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--notes "Automated release for ${{ github.ref_name }}. Signed artifacts are attached." \
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dist/*

‎.github/workflows/python-package.yml‎

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# This workflow will install Python dependencies, run tests and lint with a variety of Python versions
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# For more information see: https://docs.github.com/en/actions/automating-builds-and-tests/building-and-testing-python
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name: Lint Pytest
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on:
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push:
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branches: ["main"]
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pull_request:
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branches: ["main"]
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workflow_dispatch:
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jobs:
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lint-pytest:
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runs-on: ${{ matrix.os }}
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strategy:
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fail-fast: false
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matrix:
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os: [ubuntu-latest, windows-latest, macos-latest]
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python-version: ["3.11", "3.12", "3.13"]
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steps:
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- name: Checkout code
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uses: actions/checkout@v4
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- name: Set up Python ${{ matrix.python-version }}
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uses: actions/setup-python@v5
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with:
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python-version: ${{ matrix.python-version }}
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- name: Cache pip
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uses: actions/cache@v4
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with:
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path: ~/.cache/pip
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key: ${{ runner.os }}-pip-${{ hashFiles('**/pyproject.toml') }}
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- name: Install uv and sync deps
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run: |
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python3 -m pip install --upgrade pip
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python3 -m pip install uv
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python3 -m uv sync --extra cpu
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# if [ -f requirements.txt ]; then pip install -r requirements.txt; fi
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- name: Lint with flake8
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run: |
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# stop the build if there are Python syntax errors or undefined names
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uv run flake8 ./torchvinecopulib --exclude .venv --count --select=E9,F63,F7,F82 --show-source --statistics
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# exit-zero treats all errors as warnings. The GitHub editor is 127 chars wide
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uv run flake8 ./torchvinecopulib --count --exit-zero --max-complexity=10 --max-line-length=127 --ignore=E203,W503,E501,C901 --statistics
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- name: Test with pytest
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run: |
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uv run python -c "import sys; print(sys.version)"
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uv run python -c "import torch; print(torch.cuda.is_available())"
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uv run coverage run --source=torchvinecopulib -m pytest tests
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uv run coverage report
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uv run coverage xml -o coverage.xml
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- name: Upload coverage to Codacy
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if: ${{ matrix.os == 'ubuntu-latest' && matrix.python-version == '3.13' }}
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run: |
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export CODACY_API_BASE_URL=${{ secrets.CODACY_API_BASE_URL }}
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export CODACY_PROJECT_TOKEN=${{ secrets.CODACY_PROJECT_TOKEN }}
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bash <(curl -Ls https://coverage.codacy.com/get.sh) report -r ./coverage.xml

‎.github/workflows/static.yml‎

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# This workflow builds and deploys the documentation to GitHub Pages
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name: Deploy Docs
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on:
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# Trigger after your Lint Pytest workflow completes on main branch
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workflow_run:
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workflows: ["Lint Pytest"]
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types: [completed]
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branches: ["main"]
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# ALso allow manual dispatch
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workflow_dispatch:
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# Allow only one concurrent deployment, skipping runs queued between the run in-progress and latest queued.
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# However, do NOT cancel in-progress runs as we want to allow these production deployments to complete.
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concurrency:
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group: "pages"
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cancel-in-progress: false
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jobs:
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deploy:
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if: ${{github.event_name == 'workflow_dispatch' || github.event.workflow_run.conclusion == 'success' }}
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runs-on: ubuntu-latest
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permissions:
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contents: write # for pushing to gh-pages branch
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steps:
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- name: Checkout code
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uses: actions/checkout@v4
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- name: Set up Python 3.11
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uses: actions/setup-python@v5
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with:
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python-version: "3.11"
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- name: Cache pip
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uses: actions/cache@v4
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with:
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path: ~/.cache/pip
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key: ${{ runner.os }}-pip-${{ hashFiles('**/pyproject.toml') }}
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- name: Install uv and sync deps
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run: |
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python3 -m pip install --upgrade pip
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python3 -m pip install uv
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python3 -m uv sync --extra cpu
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- name: Build Sphinx docs
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# regenerate module RST files (force) and build HTML docs
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run: |
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uv run sphinx-apidoc --force -o docs torchvinecopulib/ --separate
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uv run sphinx-build -b html docs/ docs/_build/html
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# Deploy to gh-pages branch
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- name: Deploy to gh-pages branch
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uses: peaceiris/actions-gh-pages@v4
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with:
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force_orphan: true
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github_token: ${{ secrets.GITHUB_TOKEN }}
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publish_branch: gh-pages
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publish_dir: docs/_build/html

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