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test_workflow_matcher.py
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371
test_workflow_matcher.py
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#!/usr/bin/env python3
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"""
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Test du WorkflowMatcher - Vérifie la correspondance entre actions et workflows
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"""
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import sys
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from pathlib import Path
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sys.path.insert(0, str(Path(__file__).parent / "geniusia2"))
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from core.logger import Logger
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from core.config import get_config
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from core.workflow_matcher import WorkflowMatcher, WorkflowMatch
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def test_perfect_match():
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"""Test avec un match parfait"""
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print("\n" + "="*60)
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print("🧪 TEST 1: Match parfait")
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print("="*60)
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logger = Logger()
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config = get_config()
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matcher = WorkflowMatcher(logger, config)
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# Actions courantes (2 premières étapes d'un workflow)
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session_actions = [
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{
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"action_type": "click",
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"position": [100, 100],
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"window": "Calculatrice"
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},
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{
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"action_type": "type",
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"position": [150, 150],
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"window": "Calculatrice"
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}
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]
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# Workflow connu (3 étapes)
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workflow = {
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"workflow_id": "calc_001",
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"name": "Calcul simple",
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"steps": [
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{
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"action_type": "click",
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"position": [100, 100],
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"window": "Calculatrice"
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},
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{
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"action_type": "type",
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"position": [150, 150],
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"window": "Calculatrice"
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},
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{
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"action_type": "click",
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"position": [200, 200],
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"window": "Calculatrice"
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}
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]
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}
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# Matcher
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matches = matcher.match_current_session(session_actions, [workflow])
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print(f"\n📊 Résultats:")
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print(f" Matches trouvés: {len(matches)}")
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if matches:
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match = matches[0]
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print(f" Workflow: {match.workflow_name}")
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print(f" Confiance: {match.confidence:.2%}")
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print(f" Étapes matchées: {match.matched_steps}/{match.total_steps}")
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print(f" Étapes restantes: {len(match.remaining_steps)}")
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assert match.confidence >= 0.8, f"Confiance trop faible: {match.confidence}"
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assert match.matched_steps == 2, f"Devrait matcher 2 étapes, trouvé {match.matched_steps}"
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assert len(match.remaining_steps) == 1, f"Devrait rester 1 étape, trouvé {len(match.remaining_steps)}"
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print(f"\n✅ Match parfait détecté !")
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return True
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else:
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print(f"\n❌ Aucun match trouvé")
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return False
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def test_position_tolerance():
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"""Test avec tolérance de position"""
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print("\n" + "="*60)
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print("🧪 TEST 2: Tolérance de position")
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print("="*60)
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logger = Logger()
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config = get_config()
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matcher = WorkflowMatcher(logger, config)
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# Actions avec positions légèrement décalées
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session_actions = [
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{
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"action_type": "click",
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"position": [120, 110], # Décalé de 20px
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"window": "Firefox"
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},
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{
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"action_type": "type",
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"position": [165, 155], # Décalé de 15px
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"window": "Firefox"
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}
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]
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# Workflow avec positions originales
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workflow = {
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"workflow_id": "firefox_001",
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"name": "Recherche Firefox",
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"steps": [
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{
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"action_type": "click",
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"position": [100, 100],
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"window": "Firefox"
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},
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{
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"action_type": "type",
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"position": [150, 150],
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"window": "Firefox"
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},
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{
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"action_type": "click",
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"position": [300, 200],
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"window": "Firefox"
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}
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]
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}
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matches = matcher.match_current_session(session_actions, [workflow])
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print(f"\n📊 Résultats:")
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print(f" Matches trouvés: {len(matches)}")
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if matches:
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match = matches[0]
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print(f" Workflow: {match.workflow_name}")
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print(f" Confiance: {match.confidence:.2%}")
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print(f" Étapes matchées: {match.matched_steps}/{match.total_steps}")
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# Avec tolérance de 50px, devrait matcher
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assert match.confidence >= 0.7, f"Confiance trop faible avec tolérance: {match.confidence}"
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print(f"\n✅ Tolérance de position fonctionne !")
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return True
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else:
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print(f"\n❌ Aucun match trouvé (tolérance insuffisante ?)")
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return False
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def test_best_match_selection():
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"""Test de sélection du meilleur match"""
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print("\n" + "="*60)
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print("🧪 TEST 3: Sélection du meilleur match")
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print("="*60)
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logger = Logger()
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config = get_config()
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matcher = WorkflowMatcher(logger, config)
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# Actions courantes
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session_actions = [
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{
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"action_type": "click",
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"position": [100, 100],
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"window": "OnlyOffice"
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},
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{
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"action_type": "type",
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"position": [150, 150],
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"window": "OnlyOffice"
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}
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]
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# Plusieurs workflows possibles
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workflows = [
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{
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"workflow_id": "office_001",
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"name": "Workflow A (bon match)",
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"steps": [
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{
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"action_type": "click",
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"position": [100, 100],
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"window": "OnlyOffice"
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},
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{
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"action_type": "type",
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"position": [150, 150],
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"window": "OnlyOffice"
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},
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{
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"action_type": "click",
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"position": [200, 200],
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"window": "OnlyOffice"
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}
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]
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},
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{
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"workflow_id": "office_002",
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"name": "Workflow B (mauvais match)",
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"steps": [
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{
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"action_type": "scroll", # Type différent
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"position": [100, 100],
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"window": "OnlyOffice"
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},
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{
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"action_type": "click",
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"position": [150, 150],
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"window": "OnlyOffice"
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}
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]
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}
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]
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matches = matcher.match_current_session(session_actions, workflows)
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print(f"\n📊 Résultats:")
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print(f" Matches trouvés: {len(matches)}")
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for i, match in enumerate(matches):
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print(f"\n Match {i+1}:")
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print(f" Workflow: {match.workflow_name}")
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print(f" Confiance: {match.confidence:.2%}")
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# Trouver le meilleur
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best = matcher.find_best_match(matches)
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if best:
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print(f"\n🏆 Meilleur match:")
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print(f" Workflow: {best.workflow_name}")
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print(f" Confiance: {best.confidence:.2%}")
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# Le meilleur devrait être le Workflow A
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assert best.workflow_id == "office_001", f"Mauvais workflow sélectionné: {best.workflow_id}"
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assert best.confidence >= 0.8, f"Confiance insuffisante: {best.confidence}"
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# Vérifier les détails
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details = matcher.get_match_details(best)
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print(f"\n📋 Détails:")
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print(f" Étapes matchées: {details['matched_steps']}/{details['total_steps']}")
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print(f" Complétion: {details['completion_percentage']:.1f}%")
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print(f" Prochaines étapes: {len(details['next_steps_preview'])}")
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print(f"\n✅ Meilleur match correctement sélectionné !")
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return True
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else:
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print(f"\n❌ Aucun match au-dessus du seuil")
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return False
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def test_no_match():
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"""Test sans correspondance"""
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print("\n" + "="*60)
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print("🧪 TEST 4: Aucune correspondance")
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print("="*60)
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logger = Logger()
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config = get_config()
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matcher = WorkflowMatcher(logger, config)
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# Actions complètement différentes
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session_actions = [
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{
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"action_type": "scroll",
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"position": [500, 500],
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"window": "Terminal"
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}
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]
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# Workflow différent
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workflow = {
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"workflow_id": "calc_001",
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"name": "Calcul",
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"steps": [
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{
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"action_type": "click",
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"position": [100, 100],
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"window": "Calculatrice"
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}
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]
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}
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matches = matcher.match_current_session(session_actions, [workflow])
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best = matcher.find_best_match(matches)
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print(f"\n📊 Résultats:")
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print(f" Matches trouvés: {len(matches)}")
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print(f" Meilleur match: {best}")
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# Ne devrait pas trouver de match au-dessus du seuil
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assert best is None, "Ne devrait pas trouver de match"
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print(f"\n✅ Aucun faux positif !")
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return True
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def main():
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"""Exécute tous les tests"""
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print("\n" + "="*60)
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print("🚀 TEST DU WORKFLOW MATCHER")
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print("="*60)
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results = []
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try:
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results.append(("Match parfait", test_perfect_match()))
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except Exception as e:
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print(f"\n❌ ERREUR Test 1: {e}")
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import traceback
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traceback.print_exc()
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results.append(("Match parfait", False))
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try:
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results.append(("Tolérance position", test_position_tolerance()))
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except Exception as e:
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print(f"\n❌ ERREUR Test 2: {e}")
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import traceback
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traceback.print_exc()
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results.append(("Tolérance position", False))
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try:
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results.append(("Meilleur match", test_best_match_selection()))
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except Exception as e:
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print(f"\n❌ ERREUR Test 3: {e}")
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import traceback
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traceback.print_exc()
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results.append(("Meilleur match", False))
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try:
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results.append(("Aucune correspondance", test_no_match()))
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except Exception as e:
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print(f"\n❌ ERREUR Test 4: {e}")
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import traceback
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traceback.print_exc()
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results.append(("Aucune correspondance", False))
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# Résumé
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print("\n" + "="*60)
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print("📊 RÉSUMÉ DES TESTS")
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print("="*60)
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for name, success in results:
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status = "✅" if success else "❌"
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print(f"{status} {name}")
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total = len(results)
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passed = sum(1 for _, success in results if success)
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print(f"\n📈 Score: {passed}/{total} tests réussis")
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if passed == total:
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print("\n🎉 TOUS LES TESTS SONT PASSÉS !")
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print("\n💡 Prochaine étape:")
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print(" Intégrer WorkflowMatcher dans SuggestionManager")
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return 0
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else:
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print(f"\n⚠️ {total - passed} test(s) échoué(s)")
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return 1
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if __name__ == "__main__":
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sys.exit(main())
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