CI Python #674
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name: CI Python | |
on: | |
push: | |
branches: [main] | |
pull_request: | |
branches: [main] | |
schedule: | |
- cron: '30 5 * * *' | |
jobs: | |
ci-python: | |
strategy: | |
matrix: | |
packageDirectory: ["interpret_community"] | |
operatingSystem: [ubuntu-latest] | |
pythonVersion: [3.7, 3.8, 3.9] | |
runs-on: ${{ matrix.operatingSystem }} | |
steps: | |
- uses: actions/checkout@v3 | |
- uses: conda-incubator/setup-miniconda@v2 | |
with: | |
auto-update-conda: true | |
python-version: ${{ matrix.pythonVersion }} | |
- name: Install numpy | |
shell: bash -l {0} | |
run: | | |
conda install --yes --quiet numpy==1.19.5 -c conda-forge | |
- if: ${{ matrix.operatingSystem != 'macos-latest' }} | |
name: Install pytorch on non-MacOS | |
shell: bash -l {0} | |
run: | | |
conda install --yes --quiet pytorch torchvision captum cpuonly -c pytorch | |
- if: ${{ matrix.operatingSystem == 'macos-latest' }} | |
name: Install Anaconda packages on MacOS, which should not include cpuonly according to official docs | |
shell: bash -l {0} | |
run: | | |
conda install --yes --quiet pytorch torchvision captum -c pytorch | |
- if: ${{ matrix.operatingSystem == 'macos-latest' }} | |
name: Install lightgbm from conda on MacOS | |
shell: bash -l {0} | |
run: | | |
conda install --yes -c conda-forge lightgbm | |
- name: Install package | |
shell: bash -l {0} | |
run: | | |
pip install -e ./python | |
- name: Install dev dependencies | |
shell: bash -l {0} | |
run: | | |
pip install -r requirements-dev.txt | |
- name: Install visualization dependencies | |
shell: bash -l {0} | |
# install scikit-learn to workaround raiwidgets dependency | |
run: | | |
pip install raiwidgets | |
pip install -r requirements-vis.txt | |
pip install --upgrade scikit-learn | |
pip install --upgrade "shap<=0.42.1" | |
- name: Install test dependencies | |
shell: bash -l {0} | |
run: | | |
pip install -r requirements-test.txt | |
- name: Test with pytest | |
shell: bash -l {0} | |
run: | | |
pytest ./tests -m "not notebooks" -s -v --cov=${{ matrix.packageDirectory }} --cov-report=xml --cov-report=html | |
- name: Upload code coverage results | |
uses: actions/upload-artifact@v3 | |
with: | |
name: ${{ matrix.packageDirectory }}-code-coverage-results | |
path: htmlcov | |
# Use always() to always run this step to publish test results when there are test failures | |
if: ${{ always() }} | |
- if: ${{ matrix.pythonVersion == '3.8' }} | |
name: Upload to codecov | |
id: codecovupload1 | |
uses: codecov/codecov-action@v3 | |
with: | |
token: ${{ secrets.CODECOV_TOKEN }} | |
directory: . | |
env_vars: OS,PYTHON | |
fail_ci_if_error: false | |
files: ./coverage.xml | |
flags: unittests | |
name: codecov-umbrella | |
path_to_write_report: ./coverage/codecov_report.txt | |
verbose: true | |
- if: ${{ (steps.codecovupload1.outcome == 'failure') && (matrix.pythonVersion == '3.8') }} | |
name: Retry upload to codecov | |
id: codecovupload2 | |
uses: codecov/codecov-action@v3 | |
with: | |
token: ${{ secrets.CODECOV_TOKEN }} | |
directory: . | |
env_vars: OS,PYTHON | |
fail_ci_if_error: false | |
files: ./coverage.xml | |
flags: unittests | |
name: codecov-umbrella | |
path_to_write_report: ./coverage/codecov_report.txt | |
verbose: true | |
- if: ${{ matrix.pythonVersion == '3.8' }} | |
name: Set codecov status | |
shell: bash | |
run: | | |
if ${{ (steps.codecovupload1.outcome == 'success') || (steps.codecovupload2.outcome == 'success') }} ; then | |
echo fine | |
else | |
exit 1 | |
fi |