Run isolated V111 fast residual screen

.github/workflows/trace-ace-v111-fast-residual-screen.yml

@@ -1,15 +1,9 @@
-name: Trace Ace V111 Fast Residual Screen
+name: Trace Ace V112 Fast Raw Observable Screen
 on:
-  push:
-    branches: [agent/trace-ace-mastery-events]
-    paths:
-      - 'competitions/trace_the_ace/v111_fast_residual_screen.py'
-      - '.github/workflows/trace-ace-v111-fast-residual-screen.yml'
   pull_request:
     branches: [agent/trace-ace-mastery-events]
     paths:
-      - 'competitions/trace_the_ace/V111_RUN_NOW.md'
-      - 'competitions/trace_the_ace/v111_fast_residual_screen.py'
+      - 'competitions/trace_the_ace/v112_fast_raw_observable_screen.py'
       - '.github/workflows/trace-ace-v111-fast-residual-screen.yml'
   workflow_dispatch:
 jobs:
@@ -37,13 +31,13 @@ jobs:
           echo "FEATURES=$FEATURES" >> "$GITHUB_ENV"
           echo "LABELS=$LABELS" >> "$GITHUB_ENV"
           echo "TRANSCRIPTS=$TRANSCRIPTS" >> "$GITHUB_ENV"
-      - name: Run all fast screens
+      - name: Run V112 shared fast pass
         run: |
           cd competitions/trace_the_ace
-          python v111_fast_residual_screen.py --features "../../$FEATURES" --labels "../../$LABELS" --transcripts "../../$TRANSCRIPTS" --rows 2500 --out ../../v111_fast_residual_screen.json
-      - run: cat v111_fast_residual_screen.json
+          python v112_fast_raw_observable_screen.py --features "../../$FEATURES" --labels "../../$LABELS" --transcripts "../../$TRANSCRIPTS" --rows 2500 --out ../../v112_fast_raw_observable_screen.json
+      - run: cat v112_fast_raw_observable_screen.json
       - uses: actions/upload-artifact@v4
         with:
-          name: trace-ace-v111-fast-residual-screen
-          path: v111_fast_residual_screen.json
+          name: trace-ace-v112-fast-raw-observable-screen
+          path: v112_fast_raw_observable_screen.json
           retention-days: 14

.github/workflows/trace-ace-v112-fast-raw-observable.yml

@@ -0,0 +1,46 @@
+name: Trace Ace V112 Fast Raw Observable Screen
+on:
+  pull_request:
+    branches: [main]
+    paths:
+      - 'competitions/trace_the_ace/v112_fast_raw_observable_screen.py'
+      - '.github/workflows/trace-ace-v112-fast-raw-observable.yml'
+  workflow_dispatch:
+jobs:
+  screen:
+    runs-on: ubuntu-24.04
+    timeout-minutes: 15
+    steps:
+      - uses: actions/checkout@v4
+      - uses: actions/setup-python@v5
+        with:
+          python-version: '3.12'
+          cache: pip
+      - run: python -m pip install --disable-pip-version-check numpy pandas scipy scikit-learn gdown
+      - name: Download frozen data
+        run: |
+          gdown 1nOjremWhpZ_QKSLvZfGcNkS_C3kMMBUI -O transcripts.zip
+          gdown 1EpqoamY0vFI2qE57R6wdqU5HwuoVk3Zz -O metadata.zip
+          mkdir -p data/transcripts data/meta
+          unzip -q transcripts.zip -d data/transcripts
+          unzip -q metadata.zip -d data/meta
+      - name: Resolve schemas
+        run: |
+          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=$(find data/transcripts -type f -name '*.csv' -print -quit)
+          TRANSCRIPTS=$(dirname "$FIRST")
+          echo "FEATURES=$FEATURES" >> "$GITHUB_ENV"
+          echo "LABELS=$LABELS" >> "$GITHUB_ENV"
+          echo "TRANSCRIPTS=$TRANSCRIPTS" >> "$GITHUB_ENV"
+      - name: Run V112 shared fast pass
+        run: |
+          cd competitions/trace_the_ace
+          python v112_fast_raw_observable_screen.py --features "../../$FEATURES" --labels "../../$LABELS" --transcripts "../../$TRANSCRIPTS" --rows 2500 --out ../../v112_fast_raw_observable_screen.json
+      - name: Show decision
+        run: cat v112_fast_raw_observable_screen.json
+      - uses: actions/upload-artifact@v4
+        with:
+          name: trace-ace-v112-fast-raw-observable-screen
+          path: v112_fast_raw_observable_screen.json
+          retention-days: 14

.github/workflows/trace-ace-v113-applicability-regime-fast.yml

@@ -0,0 +1,53 @@
+name: Trace Ace V113 Applicability Regime Fast
+on:
+  pull_request:
+    branches: [agent/trace-ace-mastery-events]
+    paths:
+      - 'competitions/trace_the_ace/v113_applicability_regime_fast.py'
+      - '.github/workflows/trace-ace-v113-applicability-regime-fast.yml'
+  workflow_dispatch:
+jobs:
+  screen:
+    runs-on: ubuntu-24.04
+    timeout-minutes: 15
+    steps:
+      - uses: actions/checkout@v4
+      - uses: actions/setup-python@v5
+        with:
+          python-version: '3.12'
+          cache: pip
+      - run: python -m pip install --disable-pip-version-check numpy pandas scipy scikit-learn gdown
+      - name: Download frozen data
+        run: |
+          gdown 1nOjremWhpZ_QKSLvZfGcNkS_C3kMMBUI -O transcripts.zip
+          gdown 1EpqoamY0vFI2qE57R6wdqU5HwuoVk3Zz -O metadata.zip
+          mkdir -p data/transcripts data/meta
+          unzip -q transcripts.zip -d data/transcripts
+          unzip -q metadata.zip -d data/meta
+      - name: Resolve schemas
+        run: |
+          FEATURES=$(find data/meta -type f -name 'train_features*.csv' -print -quit)
+          LABELS=$(find data/meta -type f -name 'train_labels*.csv' -print -quit)
+          TEST=$(find data/meta -type f \( -name 'test_features*.csv' -o -name 'test*.csv' \) -print -quit)
+          FIRST=$(find data/transcripts -type f -name '*.csv' -print -quit)
+          TRANSCRIPTS=$(dirname "$FIRST")
+          echo "FEATURES=$FEATURES" >> "$GITHUB_ENV"
+          echo "LABELS=$LABELS" >> "$GITHUB_ENV"
+          echo "TEST=$TEST" >> "$GITHUB_ENV"
+          echo "TRANSCRIPTS=$TRANSCRIPTS" >> "$GITHUB_ENV"
+      - name: Preflight import
+        run: |
+          cd competitions/trace_the_ace
+          python -m py_compile v113_applicability_regime_fast.py
+      - name: Run V113 shared fast pass
+        run: |
+          cd competitions/trace_the_ace
+          if [ -n "$TEST" ]; then EXTRA="--test-features ../../$TEST"; else EXTRA=""; fi
+          python v113_applicability_regime_fast.py --features "../../$FEATURES" --labels "../../$LABELS" --transcripts "../../$TRANSCRIPTS" --rows 2500 $EXTRA --out ../../v113_applicability_regime_fast.json
+      - name: Show decision
+        run: cat v113_applicability_regime_fast.json
+      - uses: actions/upload-artifact@v4
+        with:
+          name: trace-ace-v113-applicability-regime-fast
+          path: v113_applicability_regime_fast.json
+          retention-days: 14

.github/workflows/trace-ace-v114-representation-applicability.yml

@@ -0,0 +1,50 @@
+name: Trace Ace V114 Representation Applicability
+on:
+  pull_request:
+    branches: [agent/trace-ace-mastery-events]
+    paths:
+      - 'competitions/trace_the_ace/v114_representation_applicability.py'
+      - '.github/workflows/trace-ace-v114-representation-applicability.yml'
+  workflow_dispatch:
+jobs:
+  screen:
+    runs-on: ubuntu-24.04
+    timeout-minutes: 20
+    steps:
+      - uses: actions/checkout@v4
+      - uses: actions/setup-python@v5
+        with:
+          python-version: '3.12'
+          cache: pip
+      - run: python -m pip install --disable-pip-version-check numpy pandas scipy scikit-learn gdown
+      - name: Download frozen data
+        run: |
+          gdown 1nOjremWhpZ_QKSLvZfGcNkS_C3kMMBUI -O transcripts.zip
+          gdown 1EpqoamY0vFI2qE57R6wdqU5HwuoVk3Zz -O metadata.zip
+          mkdir -p data/transcripts data/meta
+          unzip -q transcripts.zip -d data/transcripts
+          unzip -q metadata.zip -d data/meta
+      - name: Resolve schemas
+        run: |
+          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=$(find data/transcripts -type f -name '*.csv' -print -quit)
+          TRANSCRIPTS=$(dirname "$FIRST")
+          echo "FEATURES=$FEATURES" >> "$GITHUB_ENV"
+          echo "LABELS=$LABELS" >> "$GITHUB_ENV"
+          echo "TRANSCRIPTS=$TRANSCRIPTS" >> "$GITHUB_ENV"
+      - name: Preflight import
+        run: |
+          cd competitions/trace_the_ace
+          python -m py_compile v114_representation_applicability.py
+      - name: Run V114
+        run: |
+          cd competitions/trace_the_ace
+          python v114_representation_applicability.py --features "../../$FEATURES" --labels "../../$LABELS" --transcripts "../../$TRANSCRIPTS" --rows 2500 --out ../../v114_representation_applicability.json
+      - name: Show decision
+        run: cat v114_representation_applicability.json
+      - uses: actions/upload-artifact@v4
+        with:
+          name: trace-ace-v114-representation-applicability
+          path: v114_representation_applicability.json
+          retention-days: 14

.github/workflows/trace-ace-v115-collision-resolution.yml

@@ -0,0 +1,51 @@
+name: Trace Ace V115 Collision Resolution
+on:
+  pull_request:
+    branches: [agent/trace-ace-mastery-events]
+    paths:
+      - 'competitions/trace_the_ace/v115_collision_resolution_knn.py'
+      - 'competitions/trace_the_ace/v114_representation_applicability.py'
+      - '.github/workflows/trace-ace-v115-collision-resolution.yml'
+  workflow_dispatch:
+jobs:
+  screen:
+    runs-on: ubuntu-24.04
+    timeout-minutes: 20
+    steps:
+      - uses: actions/checkout@v4
+      - uses: actions/setup-python@v5
+        with:
+          python-version: '3.12'
+          cache: pip
+      - run: python -m pip install --disable-pip-version-check numpy pandas scipy scikit-learn gdown
+      - name: Download frozen data
+        run: |
+          gdown 1nOjremWhpZ_QKSLvZfGcNkS_C3kMMBUI -O transcripts.zip
+          gdown 1EpqoamY0vFI2qE57R6wdqU5HwuoVk3Zz -O metadata.zip
+          mkdir -p data/transcripts data/meta
+          unzip -q transcripts.zip -d data/transcripts
+          unzip -q metadata.zip -d data/meta
+      - name: Resolve schemas
+        run: |
+          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=$(find data/transcripts -type f -name '*.csv' -print -quit)
+          TRANSCRIPTS=$(dirname "$FIRST")
+          echo "FEATURES=$FEATURES" >> "$GITHUB_ENV"
+          echo "LABELS=$LABELS" >> "$GITHUB_ENV"
+          echo "TRANSCRIPTS=$TRANSCRIPTS" >> "$GITHUB_ENV"
+      - name: Preflight import
+        run: |
+          cd competitions/trace_the_ace
+          python -m py_compile v114_representation_applicability.py v115_collision_resolution_knn.py
+      - name: Run V115
+        run: |
+          cd competitions/trace_the_ace
+          python v115_collision_resolution_knn.py --features "../../$FEATURES" --labels "../../$LABELS" --transcripts "../../$TRANSCRIPTS" --rows 2500 --out ../../v115_collision_resolution_knn.json
+      - name: Show decision
+        run: cat v115_collision_resolution_knn.json
+      - uses: actions/upload-artifact@v4
+        with:
+          name: trace-ace-v115-collision-resolution-knn
+          path: v115_collision_resolution_knn.json
+          retention-days: 14

.github/workflows/trace-ace-v115-reality-audit.yml

@@ -0,0 +1,50 @@
+name: Trace Ace V115 Reality Audit
+on:
+  pull_request:
+    branches: [agent/trace-ace-mastery-events]
+    paths:
+      - 'competitions/trace_the_ace/v115_reality_audit.py'
+      - '.github/workflows/trace-ace-v115-reality-audit.yml'
+  workflow_dispatch:
+jobs:
+  audit:
+    runs-on: ubuntu-24.04
+    timeout-minutes: 20
+    steps:
+      - uses: actions/checkout@v4
+      - uses: actions/setup-python@v5
+        with:
+          python-version: '3.12'
+          cache: pip
+      - run: python -m pip install --disable-pip-version-check numpy pandas scipy scikit-learn gdown
+      - name: Download frozen data
+        run: |
+          gdown 1nOjremWhpZ_QKSLvZfGcNkS_C3kMMBUI -O transcripts.zip
+          gdown 1EpqoamY0vFI2qE57R6wdqU5HwuoVk3Zz -O metadata.zip
+          mkdir -p data/transcripts data/meta
+          unzip -q transcripts.zip -d data/transcripts
+          unzip -q metadata.zip -d data/meta
+      - name: Resolve schemas
+        run: |
+          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=$(find data/transcripts -type f -name '*.csv' -print -quit)
+          TRANSCRIPTS=$(dirname "$FIRST")
+          echo "FEATURES=$FEATURES" >> "$GITHUB_ENV"
+          echo "LABELS=$LABELS" >> "$GITHUB_ENV"
+          echo "TRANSCRIPTS=$TRANSCRIPTS" >> "$GITHUB_ENV"
+      - name: Preflight compile
+        run: |
+          cd competitions/trace_the_ace
+          python -m py_compile v115_reality_audit.py
+      - name: Run V115 reality audit
+        run: |
+          cd competitions/trace_the_ace
+          python v115_reality_audit.py --features "../../$FEATURES" --labels "../../$LABELS" --transcripts "../../$TRANSCRIPTS" --out ../../v115_reality_audit.json
+      - name: Show decision
+        run: cat v115_reality_audit.json
+      - uses: actions/upload-artifact@v4
+        with:
+          name: trace-ace-v115-reality-audit
+          path: v115_reality_audit.json
+          retention-days: 14

.github/workflows/trace-ace-v115b-pure-v74-reality-audit.yml

@@ -0,0 +1,45 @@
+name: Trace Ace V115b Pure V74 Reality Audit
+on:
+  pull_request:
+    branches: [agent/trace-ace-mastery-events]
+    paths:
+      - 'competitions/trace_the_ace/v115b_pure_v74_reality_audit.py'
+      - '.github/workflows/trace-ace-v115b-pure-v74-reality-audit.yml'
+  workflow_dispatch:
+jobs:
+  audit:
+    runs-on: ubuntu-24.04
+    timeout-minutes: 8
+    steps:
+      - uses: actions/checkout@v4
+      - uses: actions/setup-python@v5
+        with:
+          python-version: '3.12'
+          cache: pip
+      - run: python -m pip install --disable-pip-version-check numpy pandas scipy scikit-learn gdown
+      - name: Download metadata
+        run: |
+          gdown 1EpqoamY0vFI2qE57R6wdqU5HwuoVk3Zz -O metadata.zip
+          mkdir -p data/meta
+          unzip -q metadata.zip -d data/meta
+      - name: Resolve schemas
+        run: |
+          FEATURES=$(find data/meta -type f -name 'train_features*.csv' -print -quit)
+          LABELS=$(find data/meta -type f -name 'train_labels*.csv' -print -quit)
+          echo "FEATURES=$FEATURES" >> "$GITHUB_ENV"
+          echo "LABELS=$LABELS" >> "$GITHUB_ENV"
+      - name: Preflight compile
+        run: |
+          cd competitions/trace_the_ace
+          python -m py_compile v115b_pure_v74_reality_audit.py
+      - name: Run V115b
+        run: |
+          cd competitions/trace_the_ace
+          python v115b_pure_v74_reality_audit.py --features "../../$FEATURES" --labels "../../$LABELS" --out ../../v115b_pure_v74_reality_audit.json
+      - name: Show decision
+        run: cat v115b_pure_v74_reality_audit.json
+      - uses: actions/upload-artifact@v4
+        with:
+          name: trace-ace-v115b-pure-v74-reality-audit
+          path: v115b_pure_v74_reality_audit.json
+          retention-days: 14

.github/workflows/trace-ace-v116-row-alignment-alias.yml

@@ -0,0 +1,51 @@
+name: Trace Ace V116 Row Alignment Alias Audit
+on:
+  pull_request:
+    branches: [agent/trace-ace-mastery-events]
+    paths:
+      - 'competitions/trace_the_ace/v116_row_alignment_alias_audit.py'
+      - 'competitions/trace_the_ace/v114_representation_applicability.py'
+      - '.github/workflows/trace-ace-v116-row-alignment-alias.yml'
+  workflow_dispatch:
+jobs:
+  audit:
+    runs-on: ubuntu-24.04
+    timeout-minutes: 15
+    steps:
+      - uses: actions/checkout@v4
+      - uses: actions/setup-python@v5
+        with:
+          python-version: '3.12'
+          cache: pip
+      - run: python -m pip install --disable-pip-version-check numpy pandas scipy scikit-learn gdown
+      - name: Download frozen data
+        run: |
+          gdown 1nOjremWhpZ_QKSLvZfGcNkS_C3kMMBUI -O transcripts.zip
+          gdown 1EpqoamY0vFI2qE57R6wdqU5HwuoVk3Zz -O metadata.zip
+          mkdir -p data/transcripts data/meta
+          unzip -q transcripts.zip -d data/transcripts
+          unzip -q metadata.zip -d data/meta
+      - name: Resolve schemas
+        run: |
+          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=$(find data/transcripts -type f -name '*.csv' -print -quit)
+          TRANSCRIPTS=$(dirname "$FIRST")
+          echo "FEATURES=$FEATURES" >> "$GITHUB_ENV"
+          echo "LABELS=$LABELS" >> "$GITHUB_ENV"
+          echo "TRANSCRIPTS=$TRANSCRIPTS" >> "$GITHUB_ENV"
+      - name: Preflight import
+        run: |
+          cd competitions/trace_the_ace
+          python -m py_compile v114_representation_applicability.py v116_row_alignment_alias_audit.py
+      - name: Run V116
+        run: |
+          cd competitions/trace_the_ace
+          python v116_row_alignment_alias_audit.py --features "../../$FEATURES" --labels "../../$LABELS" --transcripts "../../$TRANSCRIPTS" --rows 2500 --out ../../v116_row_alignment_alias_audit.json
+      - name: Show decision
+        run: cat v116_row_alignment_alias_audit.json
+      - uses: actions/upload-artifact@v4
+        with:
+          name: trace-ace-v116-row-alignment-alias-audit
+          path: v116_row_alignment_alias_audit.json
+          retention-days: 14