Improve mlflow integration and add more models #6148
Workflow file for this run
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| # This workflow will install Python dependencies, run tests and lint with a variety of Python versions | |
| # For more information see: https://help.github.com/actions/language-and-framework-guides/using-python-with-github-actions | |
| name: Build | |
| on: | |
| push: | |
| branches: ['main'] | |
| paths: | |
| - 'flaml/**' | |
| - 'test/**' | |
| - 'notebook/**' | |
| - '.github/workflows/python-package.yml' | |
| - 'setup.py' | |
| pull_request: | |
| branches: ['main'] | |
| merge_group: | |
| types: [checks_requested] | |
| permissions: {} | |
| concurrency: | |
| group: ${{ github.workflow }}-${{ github.ref }}-${{ github.head_ref }} | |
| cancel-in-progress: ${{ github.ref != 'refs/heads/main' }} | |
| jobs: | |
| build: | |
| runs-on: ${{ matrix.os }} | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| os: [ubuntu-latest, macos-latest, windows-2019] | |
| python-version: ["3.8", "3.9", "3.10", "3.11"] | |
| steps: | |
| - uses: actions/checkout@v4 | |
| - name: Set up Python ${{ matrix.python-version }} | |
| uses: actions/setup-python@v5 | |
| with: | |
| python-version: ${{ matrix.python-version }} | |
| - name: On mac, install libomp to facilitate lgbm and xgboost install | |
| if: matrix.os == 'macOS-latest' | |
| run: | | |
| brew update | |
| brew install libomp | |
| export CC=/usr/bin/clang | |
| export CXX=/usr/bin/clang++ | |
| export CPPFLAGS="$CPPFLAGS -Xpreprocessor -fopenmp" | |
| export CFLAGS="$CFLAGS -I/usr/local/opt/libomp/include" | |
| export CXXFLAGS="$CXXFLAGS -I/usr/local/opt/libomp/include" | |
| export LDFLAGS="$LDFLAGS -Wl,-rpath,/usr/local/opt/libomp/lib -L/usr/local/opt/libomp/lib -lomp" | |
| - name: Install packages and dependencies | |
| run: | | |
| python -m pip install --upgrade pip wheel | |
| pip install -e . | |
| python -c "import flaml" | |
| pip install -e .[test] | |
| - name: On Ubuntu python 3.10, install pyspark 3.4.1 | |
| if: matrix.python-version == '3.10' && matrix.os == 'ubuntu-latest' | |
| run: | | |
| pip install pyspark==3.4.1 | |
| pip list | grep "pyspark" | |
| - name: On Ubuntu python 3.11, install pyspark 3.5.1 | |
| if: matrix.python-version == '3.11' && matrix.os == 'ubuntu-latest' | |
| run: | | |
| pip install pyspark==3.5.1 | |
| pip list | grep "pyspark" | |
| - name: If linux and python<3.11, install ray 2 | |
| if: matrix.os == 'ubuntu-latest' && matrix.python-version != '3.11' | |
| run: | | |
| pip install "ray[tune]<2.5.0" | |
| - name: If mac and python 3.10, install ray and xgboost 1 | |
| if: matrix.os == 'macOS-latest' && matrix.python-version == '3.10' | |
| run: | | |
| pip install -e .[ray] | |
| # use macOS to test xgboost 1, but macOS also supports xgboost 2 | |
| pip install "xgboost<2" | |
| - name: If linux, install prophet on python < 3.9 | |
| if: matrix.os == 'ubuntu-latest' && matrix.python-version == '3.8' | |
| run: | | |
| pip install -e .[forecast] | |
| - name: Install vw on python < 3.10 | |
| if: matrix.python-version == '3.8' || matrix.python-version == '3.9' | |
| run: | | |
| pip install -e .[vw] | |
| - name: Test with pytest | |
| if: matrix.python-version != '3.10' | |
| run: | | |
| pytest test | |
| - name: Coverage | |
| if: matrix.python-version == '3.10' | |
| run: | | |
| pip install coverage | |
| coverage run -a -m pytest test | |
| coverage xml | |
| - name: Upload coverage to Codecov | |
| if: matrix.python-version == '3.10' | |
| uses: codecov/codecov-action@v3 | |
| with: | |
| file: ./coverage.xml | |
| flags: unittests | |
| # docs: | |
| # runs-on: ubuntu-latest | |
| # steps: | |
| # - uses: actions/checkout@v3 | |
| # - name: Setup Python | |
| # uses: actions/setup-python@v4 | |
| # with: | |
| # python-version: '3.8' | |
| # - name: Compile documentation | |
| # run: | | |
| # pip install -e . | |
| # python -m pip install sphinx sphinx_rtd_theme | |
| # cd docs | |
| # make html | |
| # - name: Deploy to GitHub pages | |
| # if: ${{ github.ref == 'refs/heads/main' }} | |
| # uses: JamesIves/[email protected] | |
| # with: | |
| # GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} | |
| # BRANCH: gh-pages | |
| # FOLDER: docs/_build/html | |
| # CLEAN: true |