Add V75 canonical student-state trajectories #9
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| name: Trace the Ace mastery experiment | |
| on: | |
| workflow_dispatch: | |
| inputs: | |
| run_full: | |
| description: "Run full experiment if TRACE_ACE_DATA_URL secret is configured" | |
| required: false | |
| default: false | |
| type: boolean | |
| limit: | |
| description: "Optional row limit (0 = all rows)" | |
| required: false | |
| default: "0" | |
| type: string | |
| push: | |
| branches: | |
| - agent/trace-ace-mastery-events | |
| paths: | |
| - "competitions/trace_the_ace/**" | |
| - ".github/workflows/trace-ace-mastery.yml" | |
| jobs: | |
| self-test: | |
| runs-on: ubuntu-latest | |
| timeout-minutes: 10 | |
| steps: | |
| - uses: actions/checkout@v4 | |
| - uses: actions/setup-python@v5 | |
| with: | |
| python-version: "3.12" | |
| cache: pip | |
| - name: Install experiment dependencies | |
| run: python -m pip install --disable-pip-version-check numpy pandas scipy scikit-learn | |
| - name: Run mastery extractor self-test | |
| run: python competitions/trace_the_ace/v71_mastery_events.py --self-test | |
| - name: Run supervision audit self-test | |
| run: python competitions/trace_the_ace/v72_supervision_audit.py --self-test | |
| - name: Run contrastive mastery self-test | |
| run: python competitions/trace_the_ace/v73_contrastive_mastery.py --self-test | |
| - name: Run semantic objective prior self-test | |
| run: python competitions/trace_the_ace/v74_semantic_objective_prior.py --self-test | |
| full-experiment: | |
| if: ${{ github.event_name == 'workflow_dispatch' && inputs.run_full }} | |
| needs: self-test | |
| runs-on: ubuntu-latest | |
| timeout-minutes: 360 | |
| env: | |
| TRACE_ACE_DATA_URL: ${{ secrets.TRACE_ACE_DATA_URL }} | |
| steps: | |
| - uses: actions/checkout@v4 | |
| - uses: actions/setup-python@v5 | |
| with: | |
| python-version: "3.12" | |
| cache: pip | |
| - name: Install experiment dependencies | |
| run: python -m pip install --disable-pip-version-check numpy pandas scipy scikit-learn | |
| - name: Require private dataset URL | |
| shell: bash | |
| run: | | |
| if [ -z "$TRACE_ACE_DATA_URL" ]; then | |
| echo "TRACE_ACE_DATA_URL is not configured; refusing to run without private data transport." | |
| exit 1 | |
| fi | |
| - name: Fetch dataset without logging URL or contents | |
| shell: bash | |
| run: | | |
| set +x | |
| mkdir -p /tmp/trace_ace | |
| curl --fail --silent --show-error --location "$TRACE_ACE_DATA_URL" -o /tmp/trace_ace/data.tar.gz | |
| tar -xzf /tmp/trace_ace/data.tar.gz -C /tmp/trace_ace | |
| rm -f /tmp/trace_ace/data.tar.gz | |
| - name: Locate inputs and run experiments | |
| shell: bash | |
| run: | | |
| set -euo pipefail | |
| FEATURES=$(find /tmp/trace_ace -type f -name 'train_features*.csv' | head -1) | |
| LABELS=$(find /tmp/trace_ace -type f -name 'train_labels*.csv' | head -1) | |
| TRANSCRIPTS=$(find /tmp/trace_ace -type d -name 'train_transcripts*' | head -1) | |
| test -n "$FEATURES" && test -n "$LABELS" && test -n "$TRANSCRIPTS" | |
| LIMIT="${{ inputs.limit }}" | |
| EXTRA=() | |
| if [ "$LIMIT" != "0" ]; then EXTRA+=(--limit "$LIMIT"); fi | |
| python competitions/trace_the_ace/v71_mastery_events.py \ | |
| --features "$FEATURES" \ | |
| --labels "$LABELS" \ | |
| --transcripts "$TRANSCRIPTS" \ | |
| --out v71_mastery_results.json \ | |
| "${EXTRA[@]}" | |
| python competitions/trace_the_ace/v72_supervision_audit.py \ | |
| --features "$FEATURES" \ | |
| --labels "$LABELS" \ | |
| --transcripts "$TRANSCRIPTS" \ | |
| --out v72_supervision_audit.json \ | |
| "${EXTRA[@]}" | |
| python competitions/trace_the_ace/v73_contrastive_mastery.py \ | |
| --features "$FEATURES" \ | |
| --labels "$LABELS" \ | |
| --transcripts "$TRANSCRIPTS" \ | |
| --out v73_contrastive_mastery.json \ | |
| "${EXTRA[@]}" | |
| python competitions/trace_the_ace/v74_semantic_objective_prior.py \ | |
| --features "$FEATURES" \ | |
| --labels "$LABELS" \ | |
| --out v74_semantic_objective_prior.json \ | |
| "${EXTRA[@]}" | |
| - name: Upload aggregate results only | |
| uses: actions/upload-artifact@v4 | |
| with: | |
| name: trace-ace-aggregate-results | |
| path: | | |
| v71_mastery_results.json | |
| v72_supervision_audit.json | |
| v73_contrastive_mastery.json | |
| v74_semantic_objective_prior.json | |
| retention-days: 14 |