Evaluate LLM Workflow and Post Comment #6
Workflow file for this run
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| name: Evaluate LLM Workflow and Post Comment | |
| permissions: | |
| contents: read | |
| pull-requests: write | |
| issues: write | |
| on: workflow_dispatch | |
| jobs: | |
| evaluation-pipeline: | |
| runs-on: ubuntu-latest | |
| defaults: | |
| run: | |
| working-directory: ./backend | |
| steps: | |
| - uses: actions/checkout@v4 | |
| - name: Install Python | |
| uses: actions/setup-python@v4 | |
| with: | |
| python-version: 3.11.6 | |
| - name: Install poetry | |
| uses: abatilo/actions-poetry@v2 | |
| - name: Setup a local virtual environment (if no poetry.toml file) | |
| run: | | |
| poetry config virtualenvs.create true --local | |
| poetry config virtualenvs.in-project true --local | |
| - uses: actions/cache@v3 | |
| name: Define a cache for the virtual environment based on the dependencies lock file | |
| with: | |
| path: ./.venv | |
| key: venv-${{ hashFiles('poetry.lock') }} | |
| - name: Install the project dependencies | |
| run: poetry install --with dev --no-interaction --no-root | |
| - name: Run eval pipeline test cases | |
| env: | |
| DATA_DIRECTORY: ./ | |
| OPENAI_API_KEY: ${{ secrets.OPENAI_API_KEY }} | |
| run: PYTHONPATH=. poetry run pytest tests/evaluation/test_query_flow.py --run-expensive | |
| - name: Run score aggregation script | |
| run: poetry run python tests/evaluation/aggregate_scores.py | |
| - name: Save scores as artifact | |
| uses: actions/upload-artifact@v3 | |
| with: | |
| name: evaluation_scores.md | |
| path: ./backend/scores.md | |
| - name: Find associated pull request | |
| uses: jwalton/gh-find-current-pr@v1 | |
| id: findPr | |
| # Only run this on PRs | |
| if: github.ref != 'refs/heads/main' | |
| continue-on-error: true | |
| with: | |
| github-token: ${{ secrets.GITHUB_TOKEN }} | |
| - name: Download main branch scores | |
| if: github.ref != 'refs/heads/main' | |
| uses: dawidd6/action-download-artifact@v2 | |
| continue-on-error: true | |
| with: | |
| workflow: evaluate-llm.yml | |
| branch: main | |
| name: llm-evaluation-scores | |
| path: main-scores | |
| - name: Compare scores and generate report | |
| if: github.ref != 'refs/heads/main' | |
| run: | | |
| poetry run python tests/evaluation/compare_scores.py \ | |
| scores.md \ | |
| main-scores/scores.md \ | |
| comparison.md | |
| - name: Post comparison on PR | |
| if: success() && steps.findPr.outputs.number | |
| uses: marocchino/sticky-pull-request-comment@v2 | |
| continue-on-error: true | |
| with: | |
| number: ${{ steps.findPr.outputs.number }} | |
| path: comparison.md | |
| - name: Upload comparison as artifact | |
| if: github.ref != 'refs/heads/main' | |
| uses: actions/upload-artifact@v3 | |
| with: | |
| name: score-comparison | |
| path: comparison.md | |
| - name: Upload test results as artifact | |
| uses: actions/upload-artifact@v3 | |
| with: | |
| name: test-results.csv | |
| path: ./backend/test_results.csv | |