Run isolated V111 fast residual screen #7
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| name: Trace Ace V121 Pretrained Semantic Residual | |
| on: | |
| pull_request: | |
| branches: [agent/trace-ace-mastery-events] | |
| paths: | |
| - 'competitions/trace_the_ace/v121_pretrained_semantic_residual.py' | |
| - '.github/workflows/trace-ace-v121-pretrained-semantic-residual.yml' | |
| workflow_dispatch: | |
| # Infrastructure-only serialization. Scientific protocol is unchanged. | |
| concurrency: | |
| group: trace-ace-frozen-transcripts-v1 | |
| cancel-in-progress: false | |
| jobs: | |
| semantic: | |
| runs-on: ubuntu-24.04 | |
| timeout-minutes: 45 | |
| steps: | |
| - uses: actions/checkout@v4 | |
| - uses: actions/setup-python@v5 | |
| with: | |
| python-version: '3.12' | |
| cache: pip | |
| - name: Install dependencies | |
| run: | | |
| python -m pip install --disable-pip-version-check numpy pandas scipy scikit-learn gdown fastembed==0.8.0 | |
| - name: Restore frozen transcript archive from GitHub cache | |
| uses: actions/cache/restore@v4 | |
| with: | |
| path: transcripts.zip | |
| key: trace-ace-transcripts-v1-603547640 | |
| fail-on-cache-miss: true | |
| - name: Validate frozen transcript archive | |
| shell: bash | |
| run: | | |
| set -euo pipefail | |
| test -f transcripts.zip | |
| test "$(stat -c%s transcripts.zip)" = "603547640" | |
| unzip -tq transcripts.zip >/dev/null | |
| ACTUAL=$(sha256sum transcripts.zip | cut -d' ' -f1) | |
| test "$ACTUAL" = "e685b85b04694e130c25b17d09cdd1892fbda5e9fa685e98b2300114b915aa2d" | |
| echo "Frozen transcript cache verified: $ACTUAL" | |
| - name: Download frozen metadata and extract data | |
| shell: bash | |
| run: | | |
| set -euo pipefail | |
| gdown 1EpqoamY0vFI2qE57R6wdqU5HwuoVk3Zz -O metadata.zip | |
| mkdir -p data/meta data/transcripts | |
| unzip -q metadata.zip -d data/meta | |
| unzip -q transcripts.zip -d data/transcripts | |
| FEATURES=$(find data/meta -type f -name 'train_features*.csv' -print -quit) | |
| LABELS=$(find data/meta -type f -name 'train_labels*.csv' -print -quit) | |
| FIRST=$(find data/transcripts -type f -name '*.csv' -print -quit) | |
| test -n "$FEATURES" | |
| test -n "$LABELS" | |
| test -n "$FIRST" | |
| TRANSCRIPTS=$(dirname "$FIRST") | |
| echo "FEATURES=$FEATURES" >> "$GITHUB_ENV" | |
| echo "LABELS=$LABELS" >> "$GITHUB_ENV" | |
| echo "TRANSCRIPTS=$TRANSCRIPTS" >> "$GITHUB_ENV" | |
| - name: Preflight | |
| run: | | |
| python -m py_compile competitions/trace_the_ace/v121_pretrained_semantic_residual.py | |
| python - <<'PY' | |
| import os, pandas as pd | |
| print('features columns', list(pd.read_csv(os.environ['FEATURES'], nrows=0).columns)) | |
| print('labels columns', list(pd.read_csv(os.environ['LABELS'], nrows=0).columns)) | |
| PY | |
| - name: Run V121 | |
| run: | | |
| cd competitions/trace_the_ace | |
| python v121_pretrained_semantic_residual.py \ | |
| --features "../../$FEATURES" \ | |
| --labels "../../$LABELS" \ | |
| --transcripts "../../$TRANSCRIPTS" \ | |
| --rows 2500 \ | |
| --out ../../v121_pretrained_semantic_residual.json | |
| - name: Show decision | |
| if: always() | |
| run: test -f v121_pretrained_semantic_residual.json && cat v121_pretrained_semantic_residual.json || true | |
| - uses: actions/upload-artifact@v4 | |
| if: always() | |
| with: | |
| name: trace-ace-v121-pretrained-semantic-residual | |
| path: v121_pretrained_semantic_residual.json | |
| retention-days: 14 | |
| if-no-files-found: warn |