[PERF] Spread scan tasks over Ray cluster. (#1950) #729
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| name: Run Profiling on the TPCH Benchmark | |
| on: | |
| push: | |
| branches: [main] | |
| workflow_dispatch: | |
| env: | |
| DAFT_ANALYTICS_ENABLED: '0' | |
| TPCH_SCALE_FACTOR: '4' | |
| TPCH_NUM_PARTS: '32' | |
| PYTHON_VERSION: '3.9' | |
| jobs: | |
| profile-daft: | |
| runs-on: ubuntu-latest | |
| timeout-minutes: 30 | |
| strategy: | |
| fail-fast: false | |
| steps: | |
| - uses: actions/checkout@v4 | |
| - uses: moonrepo/setup-rust@v1 | |
| with: | |
| cache: false | |
| - uses: Swatinem/rust-cache@v2 | |
| with: | |
| key: ${{ runner.os }}-profile | |
| cache-all-crates: 'true' | |
| - name: Set up Python ${{ env.PYTHON_VERSION }} | |
| uses: actions/setup-python@v4 | |
| with: | |
| python-version: ${{ env.PYTHON_VERSION }} | |
| - name: Setup Virtual Env | |
| run: | | |
| python -m venv venv | |
| echo "$GITHUB_WORKSPACE/venv/bin" >> $GITHUB_PATH | |
| - name: Install dependencies | |
| run: | | |
| pip install --upgrade pip | |
| pip install -r requirements-dev.txt | |
| - name: Build Rust Library | |
| run: | | |
| source activate | |
| maturin develop --release | |
| - uses: actions/cache@v4 | |
| env: | |
| cache-name: profiling-cache-tpch-data | |
| with: | |
| path: data/tpch-dbgen | |
| key: ${{ runner.os }}-build-${{ env.cache-name }}-${{ env.TPCH_SCALE_FACTOR }}-${{ env.TPCH_NUM_PARTS }}-${{ hashFiles('tests/integration/test_tpch.py', 'benchmarking/tpch/**') }} | |
| - name: Generate TPCH Data | |
| run: python benchmarking/tpch/data_generation.py --scale_factor=${{ env.TPCH_SCALE_FACTOR }} --num_parts=${{ env.TPCH_NUM_PARTS }} --generate_parquet | |
| - name: Run Profiling on TPCH Benchmark | |
| env: | |
| DAFT_DEVELOPER_USE_THREAD_POOL: '0' | |
| run: | | |
| py-spy record --native --function -o tpch-${{github.run_id}}.txt -f speedscope -- python benchmarking/tpch/__main__.py --scale_factor=${{ env.TPCH_SCALE_FACTOR }} --num_parts=${{ env.TPCH_NUM_PARTS }} --skip_warmup || true | |
| - name: Run GIL Profiling on TPCH Benchmark | |
| env: | |
| DAFT_DEVELOPER_USE_THREAD_POOL: '0' | |
| run: | | |
| py-spy record --native --function --gil -o tpch-gil-${{github.run_id}}.txt -f speedscope -- python benchmarking/tpch/__main__.py --scale_factor=${{ env.TPCH_SCALE_FACTOR }} --num_parts=${{ env.TPCH_NUM_PARTS }} --skip_warmup || true | |
| - name: Upload Profile | |
| uses: actions/upload-artifact@v3 | |
| with: | |
| name: speedscope-profile | |
| path: tpch-*.txt | |
| - name: Send Slack notification on failure | |
| uses: slackapi/[email protected] | |
| if: failure() | |
| with: | |
| payload: | | |
| { | |
| "blocks": [ | |
| { | |
| "type": "section", | |
| "text": { | |
| "type": "mrkdwn", | |
| "text": ":rotating_light: Run Profiling on the TPCH Benchmark <${{ github.server_url }}/${{ github.repository }}/actions/runs/${{ github.run_id }}|workflow> *FAILED* :rotating_light:" | |
| } | |
| } | |
| ] | |
| } | |
| env: | |
| SLACK_WEBHOOK_URL: ${{ secrets.SLACK_WEBHOOK_URL }} | |
| SLACK_WEBHOOK_TYPE: INCOMING_WEBHOOK |