Adds support for mlforecast in the forecasting operator #1355
Workflow file for this run
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| name: "[Py3.8][COV REPORT] tests/unitary/**" | |
| on: | |
| workflow_dispatch: | |
| pull_request: | |
| branches: [ "main" ] | |
| paths: | |
| - "ads/**" | |
| - "!ads/opctl/operator/**" | |
| - "!ads/feature_store/**" | |
| - "pyproject.toml" | |
| # Cancel in progress workflows on pull_requests. | |
| # https://docs.github.com/en/actions/using-jobs/using-concurrency#example-using-a-fallback-value | |
| concurrency: | |
| group: ${{ github.workflow }}-${{ github.head_ref || github.run_id }} | |
| cancel-in-progress: true | |
| permissions: | |
| contents: read | |
| pull-requests: write | |
| # hack for https://github.com/actions/cache/issues/810#issuecomment-1222550359 | |
| env: | |
| SEGMENT_DOWNLOAD_TIMEOUT_MINS: 5 | |
| jobs: | |
| test: | |
| name: python 3.8, ${{ matrix.name }} | |
| runs-on: ubuntu-latest | |
| timeout-minutes: 90 | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| name: ["unitary", "slow_tests"] | |
| include: | |
| - name: "unitary" | |
| test-path: "tests/unitary" | |
| # `model` tests running in "slow_tests", | |
| # `feature_store` tests has its own test suite | |
| # `forecast` tests has its own test suite | |
| # 'hpo' tests hangs if run together with all unitary tests. Tests running in separate command before running all unitary | |
| ignore-path: | | |
| --ignore tests/unitary/with_extras/model \ | |
| --ignore tests/unitary/with_extras/feature_store \ | |
| --ignore tests/unitary/with_extras/operator/forecast \ | |
| --ignore tests/unitary/with_extras/hpo | |
| - name: "slow_tests" | |
| test-path: "tests/unitary/with_extras/model" | |
| steps: | |
| - uses: actions/checkout@v4 | |
| - uses: ./.github/workflows/create-more-space | |
| name: "Create more disk space" | |
| - uses: actions/setup-python@v5 | |
| with: | |
| python-version: "3.8" | |
| cache: "pip" | |
| cache-dependency-path: | | |
| pyproject.toml | |
| "**requirements.txt" | |
| - uses: ./.github/workflows/set-dummy-conf | |
| name: "Test config setup" | |
| - uses: ./.github/workflows/test-env-setup | |
| name: "Test env setup" | |
| timeout-minutes: 30 | |
| # Installing pii deps for python3.8 test setup only, it will not work with python3.9/3.10, because | |
| # 'datapane' library conflicts with pandas>2.2.0, which used in py3.9/3.10 setup | |
| - name: "Install PII dependencies" | |
| run: | | |
| pip install -e ".[pii]" | |
| - name: "Install featurestore marketplace dependencies" | |
| run: | | |
| pip install -e ".[feature-store-marketplace]" | |
| - name: "Run unitary tests folder with maximum ADS dependencies" | |
| timeout-minutes: 40 | |
| shell: bash | |
| env: | |
| CONDA_PREFIX: /usr/share/miniconda | |
| run: | | |
| set -x # print commands that are executed | |
| # Setup project and tests folder for cov reports to not be overwritten by another parallel step | |
| mkdir -p cov-${{ matrix.name }} | |
| cd cov-${{ matrix.name }} | |
| ln -s ../tests tests | |
| ln -s ../ads ads | |
| ln -s ../.coveragerc .coveragerc | |
| # Run hpo tests, which hangs if run together with all unitary tests | |
| if [[ ${{ matrix.name }} == "unitary" ]]; then | |
| python -m pytest -v -p no:warnings -n auto --dist loadfile \ | |
| --cov-append --cov=ads --cov-report=xml --cov-report=html \ | |
| tests/unitary/with_extras/hpo | |
| fi | |
| # Run tests | |
| python -m pytest -v -p no:warnings --durations=5 \ | |
| -n auto --dist loadfile \ | |
| --cov-append --cov=ads --cov-report=xml --cov-report=html \ | |
| ${{ matrix.test-path }} ${{ matrix.ignore-path }} | |
| - name: "Save coverage files" | |
| uses: actions/upload-artifact@v4 | |
| with: | |
| name: cov-reports-${{ matrix.name }} | |
| path: | | |
| cov-${{ matrix.name }}/htmlcov/ | |
| cov-${{ matrix.name }}/.coverage | |
| cov-${{ matrix.name }}/coverage.xml | |
| coverage-report: | |
| name: "Coverage report" | |
| runs-on: ubuntu-latest | |
| continue-on-error: true | |
| needs: test | |
| if: ${{ success() }} && github.event_name == 'pull_request' | |
| env: | |
| COMPARE_BRANCH: main | |
| steps: | |
| - name: "Checkout current branch" | |
| uses: actions/checkout@v4 | |
| with: | |
| fetch-depth: 0 | |
| - name: "Download coverage files" | |
| uses: actions/download-artifact@v4 | |
| - name: "Calculate overall coverage" | |
| run: | | |
| set -x # print commands that are executed | |
| # Prepare default cov body text | |
| COV_BODY_INTRO="📌 Overall coverage:\n\n" | |
| echo COV_BODY="$COV_BODY_INTRO No success to gather report. 😿" >> $GITHUB_ENV | |
| # Prepare file paths to .coverage files | |
| # Filenames taken from job.test last step with name - "Save coverage files" | |
| FILE_UNITARY="cov-reports-unitary/.coverage"; [[ ! -f $FILE_UNITARY ]] && FILE_UNITARY="" | |
| FILE_SLOW="cov-reports-slow_tests/.coverage"; [[ ! -f $FILE_SLOW ]] && FILE_SLOW="" | |
| # Combine coverage files | |
| pip install coverage | |
| coverage combine $FILE_UNITARY $FILE_SLOW | |
| # Make html report | |
| coverage html | |
| # Calculate overall coverage and update body message | |
| COV=$(grep -E 'pc_cov' htmlcov/index.html | cut -d'>' -f 2 | cut -d'%' -f 1) | |
| if [[ ! -z $COV ]]; then | |
| if [[ $COV -lt 50 ]]; then COLOR=red; elif [[ $COV -lt 80 ]]; then COLOR=yellow; else COLOR=green; fi | |
| echo COV_BODY="$COV_BODY_INTRO " >> $GITHUB_ENV | |
| fi | |
| - name: "Calculate coverage diff" | |
| run: | | |
| set -x # print commands that are executed | |
| # Prepare default diff body text | |
| DIFF_BODY_INTRO="📌 Cov diff with **${{ env.COMPARE_BRANCH }}**:\n\n" | |
| echo DIFF_BODY="$DIFF_BODY_INTRO No success to gather report. 😿" >> $GITHUB_ENV | |
| # Prepare file paths to coverage xml files | |
| # Filenames taken from job.test last step with name - "Save coverage files" | |
| FILE1="cov-reports-unitary/coverage.xml"; [[ ! -f $FILE1 ]] && FILE1="" | |
| FILE2="cov-reports-slow_tests/coverage.xml"; [[ ! -f $FILE2 ]] && FILE2="" | |
| echo "FILE1=$FILE1" >> $GITHUB_ENV | |
| echo "FILE2=$FILE2" >> $GITHUB_ENV | |
| # Calculate coverage diff and update body message | |
| pip install diff_cover | |
| diff-cover $FILE1 $FILE2 --compare-branch=origin/${{ env.COMPARE_BRANCH }} | |
| DIFF=$(diff-cover $FILE1 $FILE2 \ | |
| --compare-branch=origin/${{ env.COMPARE_BRANCH }} | grep Coverage: | cut -d' ' -f 2 | cut -d'%' -f 1) | |
| if [[ -z $DIFF ]]; then | |
| DIFF_INFO=$(diff-cover $FILE1 $FILE2 \ | |
| --compare-branch=origin/${{ env.COMPARE_BRANCH }} | grep "No lines"); | |
| echo DIFF_BODY="$DIFF_BODY_INTRO $DIFF_INFO">> $GITHUB_ENV | |
| else | |
| if [[ $DIFF -lt 50 ]]; then COLOR=red; elif [[ $DIFF -lt 80 ]]; then COLOR=yellow; else COLOR=green; fi | |
| echo DIFF_BODY="$DIFF_BODY_INTRO " >> $GITHUB_ENV | |
| fi | |
| - name: "Add comment with cov diff to PR" | |
| uses: actions/github-script@v7 | |
| if: github.event_name == 'pull_request' | |
| with: | |
| github-token: ${{ github.token }} | |
| script: | | |
| github.rest.issues.createComment({ | |
| issue_number: context.issue.number, | |
| owner: context.repo.owner, | |
| repo: context.repo.repo, | |
| body: '${{ env.DIFF_BODY }}\n\n${{ env.COV_BODY }}' | |
| }) | |
| - name: "Generate html difference report" | |
| run: | | |
| diff-cover ${{ env.FILE1 }} ${{ env.FILE2 }} \ | |
| --compare-branch=origin/${{ env.COMPARE_BRANCH }} \ | |
| --html-report=cov-diff.html | |
| - name: "Save coverage difference report" | |
| uses: actions/upload-artifact@v4 | |
| with: | |
| name: cov-html-reports | |
| path: | | |
| cov-diff.html | |
| htmlcov/ | |
| retention-days: 10 |