[python-package] Correctly recognize LGBMClassifier(num_class=2, objective="multiclass") as multiclass classification #7655
Workflow file for this run
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| name: Python-package | |
| on: | |
| push: | |
| branches: | |
| - master | |
| pull_request: | |
| branches: | |
| - master | |
| # automatically cancel in-progress builds if another commit is pushed | |
| concurrency: | |
| group: ${{ github.workflow }}-${{ github.ref }} | |
| cancel-in-progress: true | |
| env: | |
| CMAKE_BUILD_PARALLEL_LEVEL: 4 | |
| SKBUILD_STRICT_CONFIG: true | |
| jobs: | |
| test: | |
| name: ${{ matrix.task }} ${{ matrix.method }} (${{ matrix.os }}, Python ${{ matrix.python_version }}) | |
| runs-on: ${{ matrix.os }} | |
| timeout-minutes: 60 | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| include: | |
| - os: macos-13 | |
| task: regular | |
| python_version: '3.10' | |
| - os: macos-13 | |
| task: sdist | |
| python_version: '3.11' | |
| - os: macos-13 | |
| task: bdist | |
| python_version: '3.8' | |
| - os: macos-13 | |
| task: if-else | |
| python_version: '3.9' | |
| - os: macos-14 | |
| task: bdist | |
| method: wheel | |
| python_version: '3.10' | |
| # We're currently skipping MPI jobs on macOS, see https://github.com/microsoft/LightGBM/pull/6425 | |
| # for further details. | |
| # - os: macos-13 | |
| # task: mpi | |
| # method: source | |
| # python_version: '3.11' | |
| # - os: macos-13 | |
| # task: mpi | |
| # method: pip | |
| # python_version: '3.12' | |
| # - os: macos-13 | |
| # task: mpi | |
| # method: wheel | |
| # python_version: '3.9' | |
| steps: | |
| - name: Checkout repository | |
| uses: actions/checkout@v4 | |
| with: | |
| fetch-depth: 5 | |
| submodules: true | |
| - name: Setup and run tests | |
| shell: bash | |
| run: | | |
| export TASK="${{ matrix.task }}" | |
| export METHOD="${{ matrix.method }}" | |
| export PYTHON_VERSION="${{ matrix.python_version }}" | |
| if [[ "${{ matrix.os }}" == "macos-14" ]]; then | |
| # use clang when creating macOS release artifacts | |
| export COMPILER="clang" | |
| export OS_NAME="macos" | |
| elif [[ "${{ matrix.os }}" == "macos-13" ]]; then | |
| export COMPILER="gcc" | |
| export OS_NAME="macos" | |
| elif [[ "${{ matrix.os }}" == "ubuntu-latest" ]]; then | |
| export COMPILER="clang" | |
| export OS_NAME="linux" | |
| fi | |
| export BUILD_DIRECTORY="$GITHUB_WORKSPACE" | |
| export CONDA=${HOME}/miniforge | |
| export PATH=${CONDA}/bin:${PATH} | |
| $GITHUB_WORKSPACE/.ci/setup.sh || exit 1 | |
| $GITHUB_WORKSPACE/.ci/test.sh || exit 1 | |
| - name: upload wheels | |
| if: ${{ matrix.method == 'wheel' && matrix.os == 'macos-14' }} | |
| uses: actions/upload-artifact@v4 | |
| with: | |
| name: macosx-arm64-wheel | |
| path: dist/*.whl | |
| test-latest-versions: | |
| name: Python - latest versions (ubuntu-latest) | |
| runs-on: ubuntu-latest | |
| timeout-minutes: 60 | |
| steps: | |
| - name: Checkout repository | |
| uses: actions/checkout@v4 | |
| with: | |
| fetch-depth: 5 | |
| submodules: true | |
| - name: Create wheel | |
| run: | | |
| docker run \ | |
| --rm \ | |
| --env CMAKE_BUILD_PARALLEL_LEVEL=${{ env.CMAKE_BUILD_PARALLEL_LEVEL }} \ | |
| -v $(pwd):/opt/lgb-build \ | |
| -w /opt/lgb-build \ | |
| lightgbm/vsts-agent:manylinux_2_28_x86_64 \ | |
| /bin/bash -c 'PATH=/opt/miniforge/bin:$PATH sh ./build-python.sh bdist_wheel --nomp' | |
| - name: Test compatibility | |
| run: | | |
| docker run \ | |
| --rm \ | |
| -v $(pwd):/opt/lgb-build \ | |
| -w /opt/lgb-build \ | |
| python:3.11 \ | |
| /bin/bash ./.ci/test-python-latest.sh | |
| test-oldest-versions: | |
| name: Python - oldest supported versions (ubuntu-latest) | |
| runs-on: ubuntu-latest | |
| timeout-minutes: 60 | |
| steps: | |
| - name: Checkout repository | |
| uses: actions/checkout@v4 | |
| with: | |
| fetch-depth: 5 | |
| submodules: true | |
| - name: Create wheel | |
| run: | | |
| docker run \ | |
| --rm \ | |
| --env CMAKE_BUILD_PARALLEL_LEVEL=${{ env.CMAKE_BUILD_PARALLEL_LEVEL }} \ | |
| -v $(pwd):/opt/lgb-build \ | |
| -w /opt/lgb-build \ | |
| lightgbm/vsts-agent:manylinux_2_28_x86_64 \ | |
| /bin/bash -c 'PATH=/opt/miniforge/bin:$PATH sh ./build-python.sh bdist_wheel --nomp' | |
| - name: Test compatibility | |
| run: | | |
| docker run \ | |
| --rm \ | |
| -v $(pwd):/opt/lgb-build \ | |
| -w /opt/lgb-build \ | |
| python:3.7 \ | |
| /bin/bash ./.ci/test-python-oldest.sh | |
| all-python-package-jobs-successful: | |
| if: always() | |
| runs-on: ubuntu-latest | |
| needs: [test, test-latest-versions, test-oldest-versions] | |
| steps: | |
| - name: Note that all tests succeeded | |
| uses: re-actors/[email protected] | |
| with: | |
| jobs: ${{ toJSON(needs) }} |