ENH Add Friedman's H-squared #41376
Workflow file for this run
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| # Workflow to build and test wheels | |
| name: Wheel builder | |
| on: | |
| schedule: | |
| # Nightly build at 3:42 A.M. | |
| - cron: "42 3 */1 * *" | |
| push: | |
| branches: | |
| - main | |
| # Release branches | |
| - "[0-9]+.[0-9]+.X" | |
| pull_request: | |
| branches: | |
| - main | |
| - "[0-9]+.[0-9]+.X" | |
| # Manual run | |
| workflow_dispatch: | |
| concurrency: | |
| group: ${{ github.workflow }}-${{ github.head_ref || github.run_id }} | |
| cancel-in-progress: true | |
| jobs: | |
| # Check whether to build the wheels and the source tarball | |
| check_build_trigger: | |
| name: Check build trigger | |
| runs-on: ubuntu-latest | |
| if: github.repository == 'scikit-learn/scikit-learn' | |
| outputs: | |
| build: ${{ steps.check_build_trigger.outputs.build }} | |
| steps: | |
| - name: Checkout scikit-learn | |
| uses: actions/checkout@v3 | |
| with: | |
| ref: ${{ github.event.pull_request.head.sha }} | |
| - id: check_build_trigger | |
| name: Check build trigger | |
| run: bash build_tools/github/check_build_trigger.sh | |
| # Build the wheels for Linux, Windows and macOS for Python 3.9 and newer | |
| build_wheels: | |
| name: Build wheel for cp${{ matrix.python }}-${{ matrix.platform_id }}-${{ matrix.manylinux_image }} | |
| runs-on: ${{ matrix.os }} | |
| needs: check_build_trigger | |
| if: needs.check_build_trigger.outputs.build | |
| strategy: | |
| # Ensure that a wheel builder finishes even if another fails | |
| fail-fast: false | |
| matrix: | |
| include: | |
| # Window 64 bit | |
| # Note: windows-2019 is needed for older Python versions: | |
| # https://github.com/scikit-learn/scikit-learn/issues/22530 | |
| - os: windows-latest | |
| python: 39 | |
| platform_id: win_amd64 | |
| - os: windows-latest | |
| python: 310 | |
| platform_id: win_amd64 | |
| - os: windows-latest | |
| python: 311 | |
| platform_id: win_amd64 | |
| - os: windows-latest | |
| python: 312 | |
| platform_id: win_amd64 | |
| # Linux 64 bit manylinux2014 | |
| - os: ubuntu-latest | |
| python: 39 | |
| platform_id: manylinux_x86_64 | |
| manylinux_image: manylinux2014 | |
| # NumPy on Python 3.10 only supports 64bit and is only available with manylinux2014 | |
| - os: ubuntu-latest | |
| python: 310 | |
| platform_id: manylinux_x86_64 | |
| manylinux_image: manylinux2014 | |
| - os: ubuntu-latest | |
| python: 311 | |
| platform_id: manylinux_x86_64 | |
| manylinux_image: manylinux2014 | |
| - os: ubuntu-latest | |
| python: 312 | |
| platform_id: manylinux_x86_64 | |
| manylinux_image: manylinux2014 | |
| # MacOS x86_64 | |
| - os: macos-latest | |
| python: 39 | |
| platform_id: macosx_x86_64 | |
| - os: macos-latest | |
| python: 310 | |
| platform_id: macosx_x86_64 | |
| - os: macos-latest | |
| python: 311 | |
| platform_id: macosx_x86_64 | |
| - os: macos-latest | |
| python: 312 | |
| platform_id: macosx_x86_64 | |
| # MacOS arm64 | |
| - os: macos-14 | |
| python: 39 | |
| platform_id: macosx_arm64 | |
| - os: macos-14 | |
| python: 310 | |
| platform_id: macosx_arm64 | |
| - os: macos-14 | |
| python: 311 | |
| platform_id: macosx_arm64 | |
| - os: macos-14 | |
| python: 312 | |
| platform_id: macosx_arm64 | |
| steps: | |
| - name: Checkout scikit-learn | |
| uses: actions/checkout@v3 | |
| - name: Setup Python | |
| uses: actions/setup-python@v5 | |
| with: | |
| python-version: "3.11" # update once build dependencies are available | |
| - name: Install conda for macos arm64 | |
| if: ${{ matrix.platform_id == 'macosx_arm64' }} | |
| run: | | |
| set -ex | |
| # macos arm64 runners do not have conda installed. Thus we much install conda manually | |
| EXPECTED_SHA="dd832d8a65a861b5592b2cf1d55f26031f7c1491b30321754443931e7b1e6832" | |
| MINIFORGE_URL="https://github.com/conda-forge/miniforge/releases/download/23.11.0-0/Mambaforge-23.11.0-0-MacOSX-arm64.sh" | |
| curl -L --retry 10 $MINIFORGE_URL -o miniforge.sh | |
| # Check SHA | |
| file_sha=$(shasum -a 256 miniforge.sh | awk '{print $1}') | |
| if [ "$EXPECTED_SHA" != "$file_sha" ]; then | |
| echo "SHA values did not match!" | |
| exit 1 | |
| fi | |
| # Install miniforge | |
| MINIFORGE_PATH=$HOME/miniforge | |
| bash ./miniforge.sh -b -p $MINIFORGE_PATH | |
| echo "$MINIFORGE_PATH/bin" >> $GITHUB_PATH | |
| echo "CONDA_HOME=$MINIFORGE_PATH" >> $GITHUB_ENV | |
| - name: Set conda environment for non-macos arm64 environments | |
| if: ${{ matrix.platform_id != 'macosx_arm64' }} | |
| run: | | |
| # Non-macos arm64 envrionments already have conda installed | |
| echo "CONDA_HOME=/usr/local/miniconda" >> $GITHUB_ENV | |
| - name: Build and test wheels | |
| env: | |
| CIBW_PRERELEASE_PYTHONS: ${{ matrix.prerelease }} | |
| CIBW_ENVIRONMENT: SKLEARN_SKIP_NETWORK_TESTS=1 | |
| SKLEARN_BUILD_PARALLEL=3 | |
| CIBW_BUILD: cp${{ matrix.python }}-${{ matrix.platform_id }} | |
| CIBW_ARCHS: all | |
| CIBW_MANYLINUX_X86_64_IMAGE: ${{ matrix.manylinux_image }} | |
| CIBW_MANYLINUX_I686_IMAGE: ${{ matrix.manylinux_image }} | |
| # Needed on Windows CI to compile with Visual Studio compiler | |
| # otherwise Meson detects a MINGW64 platform and use MINGW64 | |
| # toolchain | |
| CIBW_CONFIG_SETTINGS_WINDOWS: "setup-args=--vsenv" | |
| CIBW_REPAIR_WHEEL_COMMAND_WINDOWS: bash build_tools/github/repair_windows_wheels.sh {wheel} {dest_dir} | |
| CIBW_BEFORE_TEST_WINDOWS: bash build_tools/github/build_minimal_windows_image.sh ${{ matrix.python }} | |
| CIBW_TEST_REQUIRES: pytest pandas | |
| CIBW_TEST_COMMAND: bash {project}/build_tools/wheels/test_wheels.sh | |
| CIBW_TEST_COMMAND_WINDOWS: bash {project}/build_tools/github/test_windows_wheels.sh ${{ matrix.python }} | |
| CIBW_BUILD_VERBOSITY: 1 | |
| run: bash build_tools/wheels/build_wheels.sh | |
| - name: Store artifacts | |
| uses: actions/upload-artifact@v3 | |
| with: | |
| path: wheelhouse/*.whl | |
| update-tracker: | |
| uses: ./.github/workflows/update_tracking_issue.yml | |
| if: ${{ always() }} | |
| needs: [build_wheels] | |
| with: | |
| job_status: ${{ needs.build_wheels.result }} | |
| secrets: | |
| BOT_GITHUB_TOKEN: ${{ secrets.BOT_GITHUB_TOKEN }} | |
| # Build the source distribution under Linux | |
| build_sdist: | |
| name: Source distribution | |
| runs-on: ubuntu-latest | |
| needs: check_build_trigger | |
| if: needs.check_build_trigger.outputs.build | |
| steps: | |
| - name: Checkout scikit-learn | |
| uses: actions/checkout@v3 | |
| - name: Setup Python | |
| uses: actions/setup-python@v5 | |
| with: | |
| python-version: "3.9" # update once build dependencies are available | |
| - name: Build source distribution | |
| run: bash build_tools/github/build_source.sh | |
| env: | |
| SKLEARN_BUILD_PARALLEL: 3 | |
| - name: Test source distribution | |
| run: bash build_tools/github/test_source.sh | |
| env: | |
| SKLEARN_SKIP_NETWORK_TESTS: 1 | |
| - name: Store artifacts | |
| uses: actions/upload-artifact@v3 | |
| with: | |
| path: dist/*.tar.gz | |
| # Upload the wheels and the source distribution | |
| upload_anaconda: | |
| name: Upload to Anaconda | |
| runs-on: ubuntu-latest | |
| environment: upload_anaconda | |
| needs: [build_wheels, build_sdist] | |
| # The artifacts cannot be uploaded on PRs | |
| if: github.event_name != 'pull_request' | |
| steps: | |
| - name: Checkout scikit-learn | |
| uses: actions/checkout@v3 | |
| - name: Download artifacts | |
| uses: actions/download-artifact@v3 | |
| with: | |
| path: dist | |
| - name: Setup Python | |
| uses: actions/setup-python@v5 | |
| - name: Upload artifacts | |
| env: | |
| # Secret variables need to be mapped to environment variables explicitly | |
| SCIKIT_LEARN_NIGHTLY_UPLOAD_TOKEN: ${{ secrets.SCIKIT_LEARN_NIGHTLY_UPLOAD_TOKEN }} | |
| SCIKIT_LEARN_STAGING_UPLOAD_TOKEN: ${{ secrets.SCIKIT_LEARN_STAGING_UPLOAD_TOKEN }} | |
| ARTIFACTS_PATH: dist/artifact | |
| # Force a replacement if the remote file already exists | |
| run: bash build_tools/github/upload_anaconda.sh |