Bump actions/checkout from 3.1.0 to 4.2.1 #142
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| # Not currently in use | |
| name: Regression Tests | |
| on: | |
| workflow_dispatch: | |
| inputs: | |
| dummy: | |
| description: 'Place holder' | |
| required: false | |
| default: 'Dummy argument' | |
| pull_request: | |
| types: [labeled] | |
| env: | |
| AUTOMLBENCHMARK_REPO: 'openml/automlbenchmark' | |
| AUTOMLBENCHMARK_REF: 'master' | |
| GITHUB_URL: 'https://github.com' | |
| GITHUB_RAW_URL: 'https://raw.githubusercontent.com' | |
| WORKFLOW_DIR: '.github/workflows/benchmarking-files' | |
| UTIL_FILE: 'regressions-util.py' | |
| jobs: | |
| create-notification-comment: | |
| name: Create comment body | |
| runs-on: ubuntu-latest | |
| if: > | |
| ( | |
| github.event_name == 'pull_request' | |
| && github.event.action == 'labeled' | |
| && github.event.label.name == 'regression-tests' | |
| ) | |
| steps: | |
| - name: Create comment | |
| uses: peter-evans/create-or-update-comment@v2 | |
| with: | |
| issue-number: ${{ github.event.pull_request.number }} | |
| body: | | |
| Hello @${{ github.event.pull_request.user.login }}, | |
| We are doing regression tests for | |
| * **Branch** ${{ github.event.pull_request.head.ref }} | |
| * **Commit** ${{ github.event.pull_request.head.sha }} | |
| [Progress and Artifacts](${{ env.GITHUB_URL }}/${{ github.repository }}/actions/runs/${{ github.run_id }}) | |
| A summary of the results will be show in this comment once complete but the full results will be available as an artifact at the above link. | |
| regression-tests: | |
| name: Regression Tests | |
| runs-on: ubuntu-latest | |
| if: > | |
| github.event_name == 'workflow_dispatch' | |
| || ( | |
| github.event_name == 'pull_request' | |
| && github.event.action == 'labeled' | |
| && github.event.label.name == 'regression-tests' | |
| ) | |
| strategy: | |
| matrix: | |
| task_type: [regression, classification] | |
| steps: | |
| - name: Branch extract | |
| id: extract | |
| env: | |
| head_ref: ${{ github.head_ref }} | |
| run: | | |
| # Sometimes a pull request does or doesn't have head_ref (branch) set. | |
| # When it is not, GITHUB_REF holds the branch | |
| if [[ -z $head_ref ]] | |
| then | |
| echo "##[set-output name=branch;]$(echo ${GITHUB_REF#refs/heads/})" | |
| else | |
| echo "##[set-output name=branch;]$(echo $head_ref)" | |
| fi | |
| # outputs | |
| # branch: the branch name | |
| - name: Checkout Automlbenchmark | |
| uses: actions/checkout@v4.2.1 | |
| with: | |
| repository: ${{ env.AUTOMLBENCHMARK_REPO }} | |
| ref: ${{ env.AUTOMLBENCHMARK_REF }} | |
| - name: Download baselines artifacts | |
| uses: dawidd6/action-download-artifact@v2 | |
| with: | |
| workflow: generate-baselines.yml | |
| workflow_conclusion: "success" | |
| branch: development | |
| name: baselines | |
| # Downloads | |
| # - baseline_classification_x_x_x.csv | |
| # - baseline_regression_x_x_x.csv | |
| - name: Create variables for baselinefiles | |
| id: baseline_files | |
| run: | | |
| BASELINE_CLASSIFICATION=$(ls | grep baseline_classification) | |
| BASELINE_REGRESSION=$(ls | grep baseline_regression) | |
| echo "::set-output name=classification::$(pwd)/${BASELINE_CLASSIFICATION}" | |
| echo "::set-output name=regression::$(pwd)/${BASELINE_REGRESSION}" | |
| # Outputs: | |
| # - classification: path to classification baseline | |
| # - regression: path to regression baseline | |
| - name: Fetch files | |
| id: fetch | |
| env: | |
| source: ${{ env.GITHUB_RAW_URL }}/${{ github.repository }}/${{ steps.extract.outputs.branch }}/${{ env.WORKFLOW_DIR }} | |
| benchmark_dir: 'baseline_benchmark' | |
| util_file: ${{ env.UTIL_FILE }} | |
| config_file: 'config.yaml' | |
| constraints_file: 'constraints.yaml' | |
| benchmark_file: ${{ matrix.task_type }}.yaml | |
| run: | | |
| # Get the util file | |
| wget ${source}/${util_file} -O ${util_file} | |
| # set up the benchmark directories | |
| mkdir ${benchmark_dir} | |
| mkdir ${benchmark_dir}/benchmarks | |
| wget ${source}/${config_file} -O ${benchmark_dir}/${config_file} | |
| wget ${source}/${constraints_file} -O ${benchmark_dir}/${constraints_file} | |
| wget ${source}/benchmarks/${benchmark_file} -O ${benchmark_dir}/benchmarks/${benchmark_file} | |
| echo "::set-output name=benchmarkdir::$(pwd)/${benchmark_dir}" | |
| echo "::set-output name=util::$(pwd)/${util_file}" | |
| # outputs | |
| # benchmarkdir: the dir with config in it | |
| # util: the util filepath | |
| - name: Get System Python Version | |
| id: python-version | |
| run: | | |
| echo "::set-output name=value::$(python3 -V | grep -o -e '[0-9\.]*$')" | |
| # outputs | |
| # value: The python version used by the installed system | |
| - name: Setup Python | |
| uses: actions/setup-python@v4 | |
| with: | |
| python-version: ${{ steps.python-version.outputs.value }} | |
| - name: Create the framework definition for the target branch | |
| env: | |
| pyutil: ${{ steps.fetch.outputs.util }} | |
| dependancies: numpy pandas | |
| run: |- | |
| # Creates a framework file that automl benchmark can use | |
| # First install dependancies | |
| python -m pip install --upgrade pip | |
| pip install $dependancies | |
| python $pyutil --generate-framework-def \ | |
| --user-dir ${{ steps.fetch.outputs.benchmarkdir }} \ | |
| --owner ${{ github.repository_owner }} \ | |
| --branch ${{ steps.extract.outputs.branch }} \ | |
| --commit ${{ github.sha }} | |
| - name: Install Automlbenchmark | |
| run: | | |
| python -m pip install --upgrade pip | |
| pip install -r requirements.txt | |
| - name: Start benchmark | |
| id: benchmark | |
| env: | |
| benchmarkdir: ${{ steps.fetch.outputs.benchmarkdir }} | |
| framework: autosklearn_targeted | |
| benchmark: ${{ matrix.task_type }} | |
| constraint: 10fold10min | |
| benchmark_output: results/results.csv | |
| filename: targeted_${{ matrix.task_type }}_${{ github.repository_owner }}_${{ steps.extract.outputs.branch }}_${{ github.sha }} | |
| run: | | |
| python runbenchmark.py -u $benchmarkdir $framework $benchmark $constraint | |
| mv $benchmark_output ${filename}.csv | |
| echo "::set-output name=results_path::$(pwd)/${filename}.csv" | |
| echo "::set-output name=filename::${filename}" | |
| # outputs: | |
| # results_path: path to the results of the benchmark | |
| # filename: name of the results file | |
| - name: Upload ${{matrix.task_type}} results as artifact | |
| uses: actions/upload-artifact@v3 | |
| with: | |
| name: ${{ steps.benchmark.outputs.filename }} | |
| path: | | |
| ${{ steps.benchmark.outputs.results_path }} | |
| retention-days: 90 | |
| run-comparison: | |
| needs: regression-tests | |
| runs-on: ubuntu-latest | |
| steps: | |
| - name: Get System Python Version | |
| id: python-version | |
| run: | | |
| echo "::set-output name=value::$(python3 -V | grep -o -e '[0-9\.]*$')" | |
| # outputs | |
| # value: The python version used by the installed system | |
| - name: Setup Python | |
| uses: actions/setup-python@v4 | |
| with: | |
| python-version: ${{ steps.python-version.outputs.value }} | |
| - name: Branch extract | |
| id: extract | |
| env: | |
| head_ref: ${{ github.head_ref }} | |
| run: | | |
| # Sometimes a pull request does or doesn't have head_ref (branch) set. | |
| # When it is not, GITHUB_REF holds the branch | |
| if [[ -z $head_ref ]] | |
| then | |
| echo "##[set-output name=branch;]$(echo ${GITHUB_REF#refs/heads/})" | |
| else | |
| echo "##[set-output name=branch;]$(echo $head_ref)" | |
| fi | |
| # outputs | |
| # branch: the branch name | |
| - name: Fetch files | |
| id: fetch | |
| env: | |
| source: ${{ env.GITHUB_RAW_URL }}/${{ github.repository }}/${{ steps.extract.outputs.branch }}/${{ env.WORKFLOW_DIR }} | |
| util_file: ${{ env.UTIL_FILE }} | |
| run: | | |
| # Get the util file | |
| wget ${source}/${util_file} -O ${util_file} | |
| echo "::set-output name=pyutil::$(pwd)/${util_file}" | |
| # outputs: | |
| # pyutil: path to the python util file | |
| - name: Download baselines artifacts | |
| uses: dawidd6/action-download-artifact@v2 | |
| with: | |
| workflow: generate-baselines.yml | |
| workflow_conclusion: "success" | |
| branch: master | |
| name: baselines | |
| # Downloads | |
| # - baseline_classification_x_x_x.csv | |
| # - baseline_regression_x_x_x.csv | |
| - name: Download workflow artifacts | |
| uses: actions/download-artifact@v3 | |
| with: | |
| path: artifacts | |
| - name: Artifact paths as Vars | |
| id: artifacts | |
| run: | | |
| BASELINE_CLASSIFICATION=$(ls | grep baseline_classification ) | |
| BASELINE_REGRESSION=$(ls | grep baseline_regression ) | |
| TARGETED_CLASSIFICATION_FOLDER=$(ls artifacts | grep targeted_classification) | |
| TARGETED_REGRESSION_FOLDER=$(ls artifacts | grep targeted_regression) | |
| TARGETED_CLASSIFICATION=$(ls artifacts/${TARGETED_CLASSIFICATION_FOLDER} | grep .csv) | |
| TARGETED_REGRESSION=$(ls artifacts/${TARGETED_REGRESSION_FOLDER} | grep .csv) | |
| echo "::set-output name=baseline_classification::$(pwd)/${BASELINE_CLASSIFICATION}" | |
| echo "::set-output name=baseline_regression::$(pwd)/${BASELINE_REGRESSION}" | |
| echo "::set-output name=targeted_classification::$(pwd)/artifacts/${TARGETED_CLASSIFICATION_FOLDER}/${TARGETED_CLASSIFICATION}" | |
| echo "::set-output name=targeted_regression::$(pwd)/artifacts/${TARGETED_REGRESSION_FOLDER}/${TARGETED_REGRESSION}" | |
| # outputs: | |
| # baseline_classification: path to the baseline results for classification | |
| # baseline_regression: path to the baseline results for regression | |
| # targeted_classification: path to the targeted results for classification | |
| # targeted_regression: path to the targeted results for regression | |
| - name: Run comparison | |
| id: compare | |
| env: | |
| pyutil: ${{ steps.fetch.outputs.pyutil }} | |
| filename: comparisons.csv | |
| dependancies: pandas numpy | |
| baseline_means: baseline_means.csv | |
| targeted_means: targeted_means.csv | |
| compared_means: compared_means.csv | |
| run: | | |
| # Install dependancies | |
| python -m pip install --upgrade pip | |
| pip install $dependancies | |
| python $pyutil --compare-results \ | |
| --baseline-csv-classification ${{ steps.artifacts.outputs.baseline_classification }} \ | |
| --baseline-csv-regression ${{ steps.artifacts.outputs.baseline_regression }} \ | |
| --targeted-csv-classification ${{ steps.artifacts.outputs.targeted_classification }} \ | |
| --targeted-csv-regression ${{ steps.artifacts.outputs.targeted_regression }} \ | |
| --baseline-means-to $baseline_means \ | |
| --targeted-means-to $targeted_means \ | |
| --compared-means-to $compared_means | |
| echo "Complete comparison" | |
| echo "::set-output name=baseline_means::$(pwd)/${baseline_means}" | |
| echo "::set-output name=targeted_means::$(pwd)/${targeted_means}" | |
| echo "::set-output name=compared_means::$(pwd)/${compared_means}" | |
| # outputs: | |
| # baseline_means: path to the results of regression test vs baseline | |
| # targeted_means: path to the results of regression test vs baseline | |
| # compared_means: path to the results of regression test vs baseline | |
| - name: Upload all results together as an artifact | |
| uses: actions/upload-artifact@v3 | |
| with: | |
| name: ${{ github.repository_owner }}_${{ steps.extract.outputs.branch }}_${{ github.sha }} | |
| path: | | |
| ${{ steps.artifacts.outputs.baseline_classification }} | |
| ${{ steps.artifacts.outputs.baseline_regression }} | |
| ${{ steps.artifacts.outputs.targeted_classification }} | |
| ${{ steps.artifacts.outputs.targeted_regression }} | |
| ${{ steps.compare.outputs.baseline_means }} | |
| ${{ steps.compare.outputs.targeted_means }} | |
| ${{ steps.compare.outputs.compared_means }} | |
| retention-days: 90 | |
| - name: Find Comment | |
| if: > | |
| ( | |
| github.event_name == 'pull_request' | |
| && github.event.action == 'labeled' | |
| && github.event.label.name == 'regression-tests' | |
| ) | |
| uses: peter-evans/find-comment@v2 | |
| id: comment_finder | |
| with: | |
| issue-number: ${{ github.event.pull_request.number }} | |
| comment-author: 'github-actions[bot]' | |
| body-includes: regression tests | |
| direction: last | |
| # outputs: | |
| # comment-id: the comment id found or else '' if none | |
| - name: Create Comment Body | |
| id: comparison_comment | |
| if: > | |
| ( | |
| github.event_name == 'pull_request' | |
| && github.event.action == 'labeled' | |
| && github.event.label.name == 'regression-tests' | |
| && steps.comment_finder.outputs.comment-id != '' | |
| ) | |
| env: | |
| results_path: ${{ steps.compare.outputs.comparisons_path }} | |
| pyutil: ${{ steps.fetch.outputs.pyutil }} | |
| markdown_file: body.md | |
| run: | | |
| body="$(python $pyutil --generate-markdown \ | |
| --compared-means-csv ${{ steps.compare.outputs.compared_means }} \ | |
| --baseline-means-csv ${{ steps.compare.outputs.baseline_means }} \ | |
| --targeted-means-csv ${{ steps.compare.outputs.targeted_means }} \ | |
| )" | |
| body="${body//'%'/'%25'}" | |
| body="${body//$'\n'/'%0A'}" | |
| body="${body//$'\r'/'%0D'}" | |
| echo "::set-output name=body::$body" | |
| # outputs: | |
| # body: the body of the comment update | |
| - name: Update comment | |
| if: > | |
| ( | |
| github.event_name == 'pull_request' | |
| && github.event.action == 'labeled' | |
| && github.event.label.name == 'regression-tests' | |
| && steps.comment_finder.outputs.comment-id != '' | |
| ) | |
| uses: peter-evans/create-or-update-comment@v1 | |
| with: | |
| comment-id: ${{ steps.comment_finder.outputs.comment-id }} | |
| issue-number: ${{ github.event.pull_request.number }} | |
| body: ${{ steps.comparison_comment.outputs.body }} |