Initial commit

debug_workflow_matching.py

@@ -0,0 +1,84 @@
+#!/usr/bin/env python3
+"""
+Debug du matching de workflows - Analyse pourquoi la confiance est faible.
+"""
+
+import json
+import sys
+from pathlib import Path
+
+def load_workflows():
+    """Charge les workflows."""
+    workflow_dir = Path("geniusia2/data/user_profiles/workflows")
+    workflows = []
+    
+    for file in workflow_dir.glob("workflow_*.json"):
+        with open(file, 'r') as f:
+            workflows.append(json.load(f))
+    
+    return workflows
+
+def analyze_workflow(workflow):
+    """Analyse un workflow."""
+    print(f"\n{'='*60}")
+    print(f"Workflow: {workflow['name']}")
+    print(f"ID: {workflow['workflow_id']}")
+    print(f"Répétitions: {workflow['repetitions']}")
+    print(f"Confiance: {workflow['confidence']}")
+    print(f"Nombre d'étapes: {len(workflow['steps'])}")
+    print(f"{'='*60}")
+    
+    for i, step in enumerate(workflow['steps']):
+        print(f"\nÉtape {i}:")
+        print(f"  Type d'action: {step['action_type']}")
+        print(f"  Position: {step['position']}")
+        print(f"  Fenêtre: {step['window']}")
+        print(f"  Description: {step.get('target_description', 'N/A')}")
+
+def main():
+    print("\n" + "="*60)
+    print("DEBUG DU MATCHING DE WORKFLOWS")
+    print("="*60)
+    
+    # Charger les workflows
+    workflows = load_workflows()
+    print(f"\n✓ {len(workflows)} workflows chargés")
+    
+    # Analyser chaque workflow
+    for workflow in workflows:
+        analyze_workflow(workflow)
+    
+    # Problème identifié
+    print("\n" + "="*60)
+    print("PROBLÈME IDENTIFIÉ")
+    print("="*60)
+    
+    print("\nLes workflows enregistrés utilisent:")
+    print("  action_type: 'mouse_click'")
+    
+    print("\nMais les actions capturées utilisent probablement:")
+    print("  action_type: 'click' ou autre")
+    
+    print("\nSolution:")
+    print("  1. Normaliser les types d'actions")
+    print("  2. OU réduire le seuil de confiance temporairement")
+    print("  3. OU enregistrer de nouveaux workflows")
+    
+    print("\n" + "="*60)
+    print("RECOMMANDATIONS")
+    print("="*60)
+    
+    print("\nOption 1: Réduire le seuil (pour tester)")
+    print("  Dans config: min_confidence = 0.30")
+    
+    print("\nOption 2: Enregistrer de nouveaux workflows")
+    print("  1. Supprimer les anciens workflows")
+    print("  2. Lancer en mode shadow")
+    print("  3. Faire des actions dans Calculatrice")
+    print("  4. Relancer en mode assist")
+    
+    print("\nOption 3: Normaliser les types d'actions (fix code)")
+    print("  Mapper 'mouse_click' → 'click' dans le matcher")
+
+if __name__ == "__main__":
+    main()