test-other-ml.yml

name: test-other-ml

on:
  workflow_call:
    inputs:
      os:
        required: true
        type: string
      python:
        required: true
        type: string
      mlpackage:
        required: true
        type: string


jobs:
  other-ml:
    runs-on: ${{ inputs.os }}
    env:
      baseDir: test_othermlpackages
      condaEnv: test-conda-env
    steps:
      - uses: actions/checkout@v4
      - uses: actions/setup-python@v5
        with:
          python-version: ${{ inputs.python }}
      - run: |
          conda update -n base -c defaults conda
        name: Update and initialise conda
      - run: |
          conda env create --name $condaEnv --file=$baseDir/conda-${{inputs.mlpackage}}.yaml
        name: Create conda environment
      - run: |
          if [[ ${{ inputs.mlpackage }} == "tensorflow" ]]; then
            export NUMPY_DEP="numpy<2"
          else
            export NUMPY_DEP="numpy"
          fi
          if [[ ${{ inputs.mlpackage }} == "lightgbm" ]]; then
            export NUMPY_DEP="numpy<2"
          else
            export NUMPY_DEP="numpy"
          fi
          # For some reason, 'conda init bash' doesn't stick so
          # We have to keep doing the following
          source /usr/share/miniconda/etc/profile.d/conda.sh
          conda activate $condaEnv
          pip install . $NUMPY_DEP
        name: Install Fairlearn
      - run: |
          source /usr/share/miniconda/etc/profile.d/conda.sh
          conda activate $condaEnv
          echo
          conda list
          echo
          # Override the filterwarnings set in the TOML file
          python -v -m pytest -o filterwarnings=default --cov=fairlearn --cov-report=xml $baseDir/test_${{inputs.mlpackage}}.py
        name: Run ${{matrix.mlpackage}} tests
      - name: Upload coverage reports to Codecov with GitHub Action
        if: ${{ (inputs.codeCovPython == inputs.python) && (steps.get_date.outputs.AGE < 172800) }} # 172800 = 48 * 3600
        uses: codecov/codecov-action@v4.2.0
        with:
          env_vars: OS,PYTHON
          fail_ci_if_error: true
          files: ./coverage.xml
          flags: unittests
          name: codecov-umbrella
          verbose: true