[WIP] Add support for spark-connect #1
Workflow file for this run
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| name: Main | |
| on: [push, pull_request] | |
| jobs: | |
| build: | |
| runs-on: ubuntu-latest | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| PYTHON_VERSION: ["3.11", "3.12"] | |
| JOBLIB_VERSION: ["1.3.0", "1.4.2"] | |
| PIN_MODE: [false, true] | |
| PYSPARK_VERSION: ["3.5.1"] | |
| name: Run test with spark connect ${{ matrix.PYSPARK_VERSION }}, pin_mode ${{ matrix.PIN_MODE }}, python ${{ matrix.PYTHON_VERSION }}, joblib ${{ matrix.JOBLIB_VERSION }} | |
| steps: | |
| - uses: actions/checkout@v3 | |
| - name: Setup python ${{ matrix.PYTHON_VERSION }} | |
| uses: actions/setup-python@v4 | |
| with: | |
| python-version: ${{ matrix.PYTHON_VERSION }} | |
| architecture: x64 | |
| - name: Install python packages | |
| run: | | |
| pip install joblib==${{ matrix.JOBLIB_VERSION }} scikit-learn>=0.23.1 pytest pylint | |
| pip install 'numpy==1.25.1' 'pyarrow==12.0.1' 'pandas<=2.0.3' | |
| # Add Python deps for Spark Connect. | |
| pip install 'grpcio>=1.48,<1.57' 'grpcio-status>=1.48,<1.57' 'protobuf==3.20.3' 'googleapis-common-protos==1.56.4' | |
| pip install "pyspark[connect]==${{ matrix.PYSPARK_VERSION }}" | |
| - name: Run pylint | |
| run: | | |
| ./run-pylint.sh | |
| - name: Run test suites | |
| run: | | |
| PYSPARK_PIN_THREAD=${{ matrix.PIN_MODE }} ./run-tests.sh |