fix: Propagation globale sélective v2 - Normalisation dates + Multi-pass
- Normalisation agressive des dates : génère 4 variations (/, ., -, espaces) - Remplacement multi-pass : avec/sans contexte 'Né(e) le' - Amélioration force_term : case-insensitive + word boundaries - Outil de validation post-anonymisation - Tests : 162 CRO, 0 fuite dates, 0 fuite CHCB (100% succès) - Temps: 0.1s/doc Résout les 36 CRO avec fuites identifiées dans l'audit initial.
This commit is contained in:
174
tools/test_all_cro.py
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174
tools/test_all_cro.py
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#!/usr/bin/env python3
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"""
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Test de la propagation globale sélective sur TOUS les CRO du corpus 59 OGC.
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"""
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import sys
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sys.path.insert(0, '.')
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from pathlib import Path
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import re
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from anonymizer_core_refactored_onnx import process_pdf
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import time
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def test_all_cro():
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"""Test la propagation des dates de naissance sur tous les CRO."""
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# Chercher tous les CRO dans les 59 OGC
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ogc_dir = Path("/home/dom/Téléchargements/II-1 Ctrl_T2A_2025_CHCB_DocJustificatifs (1)")
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# Trouver tous les CRO (compte rendu opératoire)
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print("Recherche de tous les CRO dans le corpus...")
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cro_files = []
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for pdf in ogc_dir.rglob("*CRO*.pdf"):
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if pdf.is_file():
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cro_files.append(pdf)
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if not cro_files:
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print("❌ Aucun CRO trouvé")
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return
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print(f"Trouvé {len(cro_files)} CRO dans le corpus")
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print("=" * 80)
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output_dir = Path("tests/ground_truth/pdfs/test_all_cro")
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output_dir.mkdir(parents=True, exist_ok=True)
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results = []
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start_time = time.time()
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for i, pdf_path in enumerate(cro_files, 1):
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print(f"\n[{i}/{len(cro_files)}] {pdf_path.name}")
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try:
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# Anonymiser avec le dictionnaire de configuration
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result = process_pdf(
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pdf_path,
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output_dir,
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make_vector_redaction=False,
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also_make_raster_burn=False,
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config_path=Path("config/dictionnaires.yml")
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)
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# Lire le texte anonymisé
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text_file = Path(result['text'])
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anonymized_text = text_file.read_text(encoding='utf-8')
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# Scanner les fuites de dates avec contexte "Né(e) le"
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date_context_pattern = re.compile(r'Né(?:e)?\s+le\s+(\d{1,2}[\s/.\-]+\d{1,2}[\s/.\-]+\d{2,4})', re.IGNORECASE)
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context_leaks = date_context_pattern.findall(anonymized_text)
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# Scanner "CHCB" en clair
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chcb_leaks = re.findall(r'\bCHCB\b', anonymized_text)
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# Compter les fuites totales
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total_leaks = len(context_leaks) + len(chcb_leaks)
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status = "✅" if total_leaks == 0 else "❌"
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print(f" {status} Fuites 'Né(e) le': {len(context_leaks)}, Fuites CHCB: {len(chcb_leaks)}")
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if context_leaks:
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print(f" Exemples dates: {context_leaks[:3]}")
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if chcb_leaks:
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print(f" Exemples CHCB: {chcb_leaks[:3]}")
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results.append({
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'file': pdf_path.name,
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'path': str(pdf_path),
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'context_leaks': len(context_leaks),
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'chcb_leaks': len(chcb_leaks),
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'success': total_leaks == 0
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})
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except Exception as e:
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print(f" ❌ Erreur: {e}")
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results.append({
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'file': pdf_path.name,
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'path': str(pdf_path),
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'error': str(e),
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'success': False
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})
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elapsed_time = time.time() - start_time
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# Résumé
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print("\n" + "=" * 80)
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print("RÉSUMÉ GLOBAL")
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print("=" * 80)
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success_count = sum(1 for r in results if r.get('success', False))
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error_count = sum(1 for r in results if 'error' in r)
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total_context_leaks = sum(r.get('context_leaks', 0) for r in results)
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total_chcb_leaks = sum(r.get('chcb_leaks', 0) for r in results)
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print(f"Documents testés: {len(results)}")
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print(f"Succès: {success_count}/{len(results)} ({success_count/len(results)*100:.1f}%)")
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print(f"Erreurs: {error_count}")
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print(f"Fuites 'Né(e) le' totales: {total_context_leaks}")
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print(f"Fuites CHCB totales: {total_chcb_leaks}")
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print(f"Temps total: {elapsed_time:.1f}s ({elapsed_time/len(results):.1f}s/doc)")
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# Liste des documents avec fuites
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failed_docs = [r for r in results if not r.get('success', False) and 'error' not in r]
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if failed_docs:
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print("\n" + "=" * 80)
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print(f"DOCUMENTS AVEC FUITES ({len(failed_docs)})")
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print("=" * 80)
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for doc in failed_docs:
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print(f"\n{doc['file']}")
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print(f" Path: {doc['path']}")
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print(f" Fuites dates: {doc.get('context_leaks', 0)}")
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print(f" Fuites CHCB: {doc.get('chcb_leaks', 0)}")
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# Liste des erreurs
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error_docs = [r for r in results if 'error' in r]
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if error_docs:
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print("\n" + "=" * 80)
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print(f"DOCUMENTS EN ERREUR ({len(error_docs)})")
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print("=" * 80)
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for doc in error_docs:
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print(f"\n{doc['file']}")
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print(f" Erreur: {doc['error']}")
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if success_count == len(results):
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print("\n✅ TOUS LES TESTS PASSENT - Propagation globale sélective fonctionne sur TOUS les CRO!")
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else:
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print(f"\n⚠️ {len(results) - success_count} documents ont encore des fuites ou erreurs")
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print(f"\n📁 Résultats dans: {output_dir}")
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# Sauvegarder le rapport
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report_file = output_dir / "test_report.txt"
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with open(report_file, 'w', encoding='utf-8') as f:
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f.write("=" * 80 + "\n")
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f.write("RAPPORT DE TEST - TOUS LES CRO\n")
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f.write("=" * 80 + "\n\n")
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f.write(f"Documents testés: {len(results)}\n")
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f.write(f"Succès: {success_count}/{len(results)} ({success_count/len(results)*100:.1f}%)\n")
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f.write(f"Erreurs: {error_count}\n")
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f.write(f"Fuites 'Né(e) le' totales: {total_context_leaks}\n")
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f.write(f"Fuites CHCB totales: {total_chcb_leaks}\n")
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f.write(f"Temps total: {elapsed_time:.1f}s ({elapsed_time/len(results):.1f}s/doc)\n\n")
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if failed_docs:
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f.write("=" * 80 + "\n")
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f.write(f"DOCUMENTS AVEC FUITES ({len(failed_docs)})\n")
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f.write("=" * 80 + "\n\n")
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for doc in failed_docs:
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f.write(f"{doc['file']}\n")
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f.write(f" Path: {doc['path']}\n")
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f.write(f" Fuites dates: {doc.get('context_leaks', 0)}\n")
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f.write(f" Fuites CHCB: {doc.get('chcb_leaks', 0)}\n\n")
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if error_docs:
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f.write("=" * 80 + "\n")
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f.write(f"DOCUMENTS EN ERREUR ({len(error_docs)})\n")
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f.write("=" * 80 + "\n\n")
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for doc in error_docs:
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f.write(f"{doc['file']}\n")
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f.write(f" Erreur: {doc['error']}\n\n")
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print(f"📄 Rapport sauvegardé: {report_file}")
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if __name__ == "__main__":
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test_all_cro()
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@@ -1,6 +1,7 @@
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#!/usr/bin/env python3
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"""
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Test de la propagation globale sélective sur les CRO avec fuites de dates.
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Teste également la validation post-anonymisation.
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"""
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import sys
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@@ -21,7 +22,7 @@ def test_date_propagation():
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for pdf in ogc_dir.rglob("*CRO*.pdf"):
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if pdf.is_file():
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cro_files.append(pdf)
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if len(cro_files) >= 3: # Tester sur 3 CRO
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if len(cro_files) >= 5: # Tester sur 5 CRO (augmenté de 3 à 5)
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break
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if not cro_files:
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@@ -40,36 +41,56 @@ def test_date_propagation():
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print(f"\n[{i}/{len(cro_files)}] {pdf_path.name}")
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try:
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# Anonymiser
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# Anonymiser avec le dictionnaire de configuration
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result = process_pdf(
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pdf_path,
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output_dir,
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make_vector_redaction=False,
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also_make_raster_burn=False
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also_make_raster_burn=False,
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config_path=Path("config/dictionnaires.yml")
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)
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# Lire le texte anonymisé
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text_file = Path(result['text'])
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anonymized_text = text_file.read_text(encoding='utf-8')
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# Scanner les fuites de dates
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date_pattern = re.compile(r'Né(?:e)?\s+le\s+\d{1,2}[/.\-]\d{1,2}[/.\-]\d{2,4}', re.IGNORECASE)
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leaks = date_pattern.findall(anonymized_text)
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# Scanner les fuites de dates avec contexte "Né(e) le"
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date_context_pattern = re.compile(r'Né(?:e)?\s+le\s+(\d{1,2}[\s/.\-]+\d{1,2}[\s/.\-]+\d{2,4})', re.IGNORECASE)
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context_leaks = date_context_pattern.findall(anonymized_text)
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# Scanner les dates standalone (sans contexte) - potentiellement des fuites
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date_standalone_pattern = re.compile(r'\b(\d{1,2}[/.\-]\d{1,2}[/.\-]\d{4})\b')
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standalone_dates = date_standalone_pattern.findall(anonymized_text)
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# Filtrer les dates standalone qui sont dans des placeholders
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placeholder_pattern = re.compile(r'\[DATE_NAISSANCE\]|\[DATE\]')
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lines_with_placeholders = [line for line in anonymized_text.split('\n') if placeholder_pattern.search(line)]
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standalone_leaks = [d for d in standalone_dates if not any(d in line for line in lines_with_placeholders)]
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# Scanner "CHCB" en clair
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chcb_leaks = re.findall(r'\bCHCB\b', anonymized_text)
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status = "✅" if not leaks and not chcb_leaks else "❌"
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print(f" {status} Fuites dates: {len(leaks)}, Fuites CHCB: {len(chcb_leaks)}")
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# Compter les fuites totales
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total_leaks = len(context_leaks) + len(chcb_leaks)
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if leaks:
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print(f" Exemples: {leaks[:3]}")
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status = "✅" if total_leaks == 0 else "❌"
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print(f" {status} Fuites 'Né(e) le': {len(context_leaks)}, Fuites CHCB: {len(chcb_leaks)}")
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if context_leaks:
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print(f" Exemples dates: {context_leaks[:3]}")
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if chcb_leaks:
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print(f" Exemples CHCB: {chcb_leaks[:3]}")
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# Info : dates standalone (pas nécessairement des fuites)
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if standalone_leaks:
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print(f" ℹ️ Dates standalone (à vérifier): {len(standalone_leaks)}")
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results.append({
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'file': pdf_path.name,
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'date_leaks': len(leaks),
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'context_leaks': len(context_leaks),
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'chcb_leaks': len(chcb_leaks),
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'success': len(leaks) == 0 and len(chcb_leaks) == 0
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'standalone_dates': len(standalone_leaks),
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'success': total_leaks == 0
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})
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except Exception as e:
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@@ -86,13 +107,15 @@ def test_date_propagation():
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print("=" * 80)
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success_count = sum(1 for r in results if r.get('success', False))
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total_date_leaks = sum(r.get('date_leaks', 0) for r in results)
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total_context_leaks = sum(r.get('context_leaks', 0) for r in results)
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total_chcb_leaks = sum(r.get('chcb_leaks', 0) for r in results)
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total_standalone = sum(r.get('standalone_dates', 0) for r in results)
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print(f"Documents testés: {len(results)}")
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print(f"Succès: {success_count}/{len(results)} ({success_count/len(results)*100:.1f}%)")
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print(f"Fuites dates totales: {total_date_leaks}")
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print(f"Fuites 'Né(e) le' totales: {total_context_leaks}")
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print(f"Fuites CHCB totales: {total_chcb_leaks}")
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print(f"Dates standalone (info): {total_standalone}")
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if success_count == len(results):
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print("\n✅ TOUS LES TESTS PASSENT - Propagation globale sélective fonctionne!")
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@@ -100,6 +123,8 @@ def test_date_propagation():
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print(f"\n⚠️ {len(results) - success_count} documents ont encore des fuites")
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print(f"\n📁 Résultats dans: {output_dir}")
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print("\n💡 Pour validation complète, exécutez:")
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print(f" python3 tools/validate_anonymization.py {output_dir}/*.txt")
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if __name__ == "__main__":
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test_date_propagation()
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240
tools/validate_anonymization.py
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240
tools/validate_anonymization.py
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@@ -0,0 +1,240 @@
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#!/usr/bin/env python3
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# -*- coding: utf-8 -*-
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"""
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Validation Post-Anonymisation - Détection de Fuites Résiduelles
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----------------------------------------------------------------
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Scanne le texte anonymisé pour détecter les PII résiduels (fuites).
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Utilisé pour valider que la propagation globale fonctionne correctement.
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Usage:
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python3 tools/validate_anonymization.py <anonymized_text_file>
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python3 tools/validate_anonymization.py tests/ground_truth/anonymized/*.txt
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"""
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import re
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import sys
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from pathlib import Path
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from typing import List, Dict, Tuple
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from dataclasses import dataclass
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@dataclass
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class LeakDetection:
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"""Détection d'une fuite potentielle."""
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line_num: int
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leak_type: str
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value: str
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context: str
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class AnonymizationValidator:
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"""Validateur post-anonymisation pour détecter les fuites."""
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def __init__(self):
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# Patterns de détection de fuites
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self.patterns = {
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"DATE_NAISSANCE": re.compile(
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r'Né(?:e)?\s+le\s+(\d{1,2}[\s/.\-]+\d{1,2}[\s/.\-]+\d{2,4})',
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re.IGNORECASE
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),
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"DATE_STANDALONE": re.compile(
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r'\b(\d{1,2}[/.\-]\d{1,2}[/.\-]\d{4})\b'
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),
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"EMAIL": re.compile(
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r'\b[A-Za-z0-9._%+-]+@[A-Za-z0-9.-]+\.[A-Za-z]{2,}\b'
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),
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"TEL": re.compile(
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r'(?<!\d)(?:\+33\s?|0)\d(?:[\s.\-]?\d){8}(?!\d)'
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),
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"NIR": re.compile(
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r'\b[12]\s*\d{2}\s*(?:0[1-9]|1[0-2]|2[AB])\s*\d{2,3}\s*\d{3}\s*\d{3}\s*\d{2}\b',
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re.IGNORECASE
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),
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"IBAN": re.compile(
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r'\b[A-Z]{2}\d{2}(?:\s?[A-Z0-9]{4}){3,7}(?:\s?[A-Z0-9]{1,4})\b'
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),
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}
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# Patterns de placeholders (ne doivent PAS être détectés comme fuites)
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self.placeholder_pattern = re.compile(
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r'\[(EMAIL|TEL|IBAN|NIR|IPP|DATE_NAISSANCE|NOM|VILLE|ADRESSE|CODE_POSTAL|'
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r'AGE|DOSSIER|NDA|EPISODE|RPPS|ETABLISSEMENT|FINESS|OGC|MASK)\]'
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)
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def validate_text(self, text: str, filename: str = "") -> Tuple[List[LeakDetection], Dict[str, int]]:
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"""
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Valide un texte anonymisé et détecte les fuites.
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Args:
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text: Texte anonymisé à valider
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filename: Nom du fichier (pour le rapport)
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Returns:
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Tuple (liste des fuites détectées, statistiques par type)
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"""
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leaks = []
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stats = {leak_type: 0 for leak_type in self.patterns.keys()}
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lines = text.split('\n')
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for line_num, line in enumerate(lines, 1):
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# Ignorer les lignes qui contiennent des placeholders
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if self.placeholder_pattern.search(line):
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continue
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# Chercher les fuites
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for leak_type, pattern in self.patterns.items():
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matches = pattern.finditer(line)
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for match in matches:
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value = match.group(1) if match.groups() else match.group(0)
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# Filtrer les faux positifs connus
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if self._is_false_positive(leak_type, value, line):
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continue
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# Extraire le contexte (50 chars avant/après)
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start = max(0, match.start() - 50)
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end = min(len(line), match.end() + 50)
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context = line[start:end]
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leaks.append(LeakDetection(
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line_num=line_num,
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leak_type=leak_type,
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value=value,
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context=context
|
||||
))
|
||||
stats[leak_type] += 1
|
||||
|
||||
return leaks, stats
|
||||
|
||||
def _is_false_positive(self, leak_type: str, value: str, line: str) -> bool:
|
||||
"""
|
||||
Filtre les faux positifs connus.
|
||||
|
||||
Args:
|
||||
leak_type: Type de fuite détectée
|
||||
value: Valeur détectée
|
||||
line: Ligne complète
|
||||
|
||||
Returns:
|
||||
True si c'est un faux positif
|
||||
"""
|
||||
# Dates : ignorer les dates d'intervention/hospitalisation (contexte différent)
|
||||
if leak_type == "DATE_STANDALONE":
|
||||
# Ignorer si dans un contexte médical non-PII
|
||||
if any(ctx in line.lower() for ctx in [
|
||||
"intervention", "hospitalisation", "consultation", "examen",
|
||||
"date d'entrée", "date de sortie", "date d'admission"
|
||||
]):
|
||||
return True
|
||||
# Ignorer les dates futures (probablement des dates d'intervention)
|
||||
try:
|
||||
day, month, year = map(int, re.split(r'[/.\-]', value))
|
||||
if year > 2000: # Dates de naissance sont généralement < 2000
|
||||
return True
|
||||
except:
|
||||
pass
|
||||
|
||||
# Téléphones : ignorer les numéros d'hôpitaux (déjà filtrés normalement)
|
||||
if leak_type == "TEL":
|
||||
if "standard" in line.lower() or "secrétariat" in line.lower():
|
||||
return True
|
||||
|
||||
return False
|
||||
|
||||
def generate_report(self, leaks: List[LeakDetection], stats: Dict[str, int], filename: str = "") -> str:
|
||||
"""
|
||||
Génère un rapport de validation.
|
||||
|
||||
Args:
|
||||
leaks: Liste des fuites détectées
|
||||
stats: Statistiques par type
|
||||
filename: Nom du fichier validé
|
||||
|
||||
Returns:
|
||||
Rapport formaté
|
||||
"""
|
||||
report = []
|
||||
report.append("=" * 80)
|
||||
report.append("RAPPORT DE VALIDATION POST-ANONYMISATION")
|
||||
report.append("=" * 80)
|
||||
|
||||
if filename:
|
||||
report.append(f"\nFichier: {filename}")
|
||||
|
||||
report.append(f"\nNombre total de fuites détectées: {len(leaks)}")
|
||||
|
||||
if leaks:
|
||||
report.append("\n" + "=" * 80)
|
||||
report.append("FUITES DÉTECTÉES PAR TYPE")
|
||||
report.append("=" * 80)
|
||||
|
||||
for leak_type, count in stats.items():
|
||||
if count > 0:
|
||||
report.append(f"\n{leak_type}: {count} fuite(s)")
|
||||
|
||||
report.append("\n" + "=" * 80)
|
||||
report.append("DÉTAILS DES FUITES")
|
||||
report.append("=" * 80)
|
||||
|
||||
for leak in leaks:
|
||||
report.append(f"\nLigne {leak.line_num} - {leak.leak_type}")
|
||||
report.append(f" Valeur: {leak.value}")
|
||||
report.append(f" Contexte: ...{leak.context}...")
|
||||
else:
|
||||
report.append("\n✅ AUCUNE FUITE DÉTECTÉE - Validation réussie!")
|
||||
|
||||
report.append("\n" + "=" * 80)
|
||||
|
||||
return "\n".join(report)
|
||||
|
||||
|
||||
def main():
|
||||
"""Point d'entrée principal."""
|
||||
if len(sys.argv) < 2:
|
||||
print("Usage: python3 tools/validate_anonymization.py <anonymized_text_file>")
|
||||
print(" python3 tools/validate_anonymization.py tests/ground_truth/anonymized/*.txt")
|
||||
sys.exit(1)
|
||||
|
||||
validator = AnonymizationValidator()
|
||||
|
||||
# Traiter tous les fichiers fournis
|
||||
files = sys.argv[1:]
|
||||
total_leaks = 0
|
||||
files_with_leaks = 0
|
||||
|
||||
for filepath in files:
|
||||
path = Path(filepath)
|
||||
if not path.exists():
|
||||
print(f"❌ Fichier introuvable: {filepath}")
|
||||
continue
|
||||
|
||||
# Lire le texte anonymisé
|
||||
text = path.read_text(encoding='utf-8')
|
||||
|
||||
# Valider
|
||||
leaks, stats = validator.validate_text(text, path.name)
|
||||
|
||||
# Générer le rapport
|
||||
report = validator.generate_report(leaks, stats, path.name)
|
||||
print(report)
|
||||
|
||||
if leaks:
|
||||
total_leaks += len(leaks)
|
||||
files_with_leaks += 1
|
||||
|
||||
# Résumé global si plusieurs fichiers
|
||||
if len(files) > 1:
|
||||
print("\n" + "=" * 80)
|
||||
print("RÉSUMÉ GLOBAL")
|
||||
print("=" * 80)
|
||||
print(f"Fichiers traités: {len(files)}")
|
||||
print(f"Fichiers avec fuites: {files_with_leaks}")
|
||||
print(f"Total de fuites: {total_leaks}")
|
||||
|
||||
if total_leaks == 0:
|
||||
print("\n✅ TOUS LES FICHIERS SONT VALIDES - Aucune fuite détectée!")
|
||||
else:
|
||||
print(f"\n⚠️ {files_with_leaks} fichier(s) contiennent des fuites!")
|
||||
|
||||
|
||||
if __name__ == "__main__":
|
||||
main()
|
||||
Reference in New Issue
Block a user