[Refactor] make faster construct_scorecard method for xbooster/lgb_constructor.py
#21
Workflow file for this run
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| name: Python Version Compatibility | |
| on: | |
| push: | |
| branches: [ main, develop ] | |
| pull_request: | |
| branches: [ main, develop ] | |
| # schedule: | |
| # # Run weekly on Sundays (disabled to save GitHub Actions minutes) | |
| # - cron: '0 0 * * 0' | |
| jobs: | |
| compatibility-test: | |
| runs-on: ubuntu-latest | |
| strategy: | |
| matrix: | |
| include: | |
| - python-version: '3.11' | |
| python-version-short: 'py311' | |
| xgboost-version: '2.1.4' | |
| sklearn-version: '1.3.2' | |
| test-name: 'xgboost-2.x' | |
| - python-version: '3.11' | |
| python-version-short: 'py311' | |
| xgboost-version: '3.0.5' | |
| sklearn-version: '1.6.1' | |
| test-name: 'xgboost-3.x' | |
| steps: | |
| - uses: actions/checkout@v4 | |
| - name: Set up Python ${{ matrix.python-version }} | |
| uses: actions/setup-python@v4 | |
| with: | |
| python-version: ${{ matrix.python-version }} | |
| - name: Cache uv dependencies | |
| uses: actions/cache@v3 | |
| with: | |
| path: ~/.cache/uv | |
| key: ${{ runner.os }}-uv-${{ matrix.python-version }}-${{ matrix.xgboost-version }}-${{ hashFiles('**/pyproject.toml', '**/uv.lock') }} | |
| restore-keys: | | |
| ${{ runner.os }}-uv-${{ matrix.python-version }}- | |
| ${{ runner.os }}-uv- | |
| - name: Install uv | |
| uses: astral-sh/setup-uv@v1 | |
| with: | |
| version: "latest" | |
| - name: Install dependencies | |
| run: | | |
| uv sync --dev | |
| uv add "xgboost==${{ matrix.xgboost-version }}" | |
| if [ "${{ matrix.sklearn-version }}" != "latest" ]; then | |
| uv add "scikit-learn==${{ matrix.sklearn-version }}" | |
| else | |
| uv add "scikit-learn" | |
| fi | |
| - name: Run compatibility tests | |
| run: | | |
| echo "Testing Python ${{ matrix.python-version }} with XGBoost ${{ matrix.xgboost-version }}" | |
| uv run python -c "import xgboost as xgb; print(f'XGBoost version: {xgb.__version__}')" | |
| uv run python -c "import xbooster; print(f'xbooster version: {xbooster.__version__}')" | |
| uv run python -m pytest tests/test_xgboost_compatibility.py -v --tb=short | |
| - name: Upload test results | |
| uses: actions/upload-artifact@v4 | |
| if: always() | |
| with: | |
| name: test-results-${{ matrix.test-name }} | |
| path: | | |
| .pytest_cache/ | |
| test-results/ | |
| if-no-files-found: ignore | |
| retention-days: 7 | |
| compatibility-summary: | |
| runs-on: ubuntu-latest | |
| needs: compatibility-test | |
| if: always() | |
| steps: | |
| - uses: actions/checkout@v4 | |
| - name: Download all test results | |
| uses: actions/download-artifact@v4 | |
| continue-on-error: true | |
| with: | |
| path: test-results/ | |
| - name: Generate compatibility report | |
| run: | | |
| echo "# Python Version Compatibility Report" > compatibility-report.md | |
| echo "" >> compatibility-report.md | |
| echo "Generated on: $(date)" >> compatibility-report.md | |
| echo "" >> compatibility-report.md | |
| for result in test-results/*; do | |
| if [ -d "$result" ]; then | |
| test_name=$(basename "$result" | sed 's/test-results-//') | |
| echo "## $test_name" >> compatibility-report.md | |
| echo "" >> compatibility-report.md | |
| if [ -d "$result/.pytest_cache" ]; then | |
| echo "✅ Tests completed successfully" >> compatibility-report.md | |
| else | |
| echo "❌ Tests failed or incomplete" >> compatibility-report.md | |
| fi | |
| echo "" >> compatibility-report.md | |
| fi | |
| done | |
| cat compatibility-report.md | |
| - name: Comment on PR | |
| if: github.event_name == 'pull_request' | |
| uses: actions/github-script@v6 | |
| with: | |
| script: | | |
| const fs = require('fs'); | |
| const report = fs.readFileSync('compatibility-report.md', 'utf8'); | |
| github.rest.issues.createComment({ | |
| issue_number: context.issue.number, | |
| owner: context.repo.owner, | |
| repo: context.repo.repo, | |
| body: report | |
| }); |