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api_log.json

@@ -22,3 +22,19 @@
 {"timestamp": "2026-02-27T10:52:23.258319+00:00", "level": "INFO", "message": "Requête de prédiction reçue", "module": "api", "function": "predict", "line": 283}
 {"timestamp": "2026-02-27T10:52:23.293929+00:00", "level": "INFO", "message": "Données enregistrées pour drift detection: 1 lignes", "module": "api", "function": "save_and_upload_logs", "line": 123}
 {"timestamp": "2026-02-27T10:52:24.067687+00:00", "level": "INFO", "message": "Fichier data_io.csv uploadé vers HF", "module": "api", "function": "upload_to_hf", "line": 91}
+{"timestamp": "2026-02-27T10:52:25.422163+00:00", "level": "INFO", "message": "Fichier api_log.json uploadé vers HF", "module": "api", "function": "upload_to_hf", "line": 91}
+{"timestamp": "2026-02-27T10:52:25.422390+00:00", "level": "INFO", "message": "Prédiction effectuée avec succès: 1 (proba=0.9127, seuil=0.474, temps=2.1641s)", "module": "api", "function": "predict", "line": 368}
+{"timestamp": "2026-02-27T10:52:25.425751+00:00", "level": "INFO", "message": "Requête de prédiction reçue", "module": "api", "function": "predict", "line": 283}
+{"timestamp": "2026-02-27T10:52:25.425837+00:00", "level": "ERROR", "message": "Features importantes manquantes: EXT_SOURCE_3, EXT_SOURCE_2, EXT_SOURCE_1, DAYS_EMPLOYED, PAYMENT_RATE, INSTAL_DPD_MEAN, PREV_CNT_PAYMENT_MEAN, AMT_ANNUITY, PREV_NAME_PRODUCT_TYPE_walk-in_MEAN", "module": "api", "function": "predict", "line": 302}
+{"timestamp": "2026-02-27T10:52:25.428371+00:00", "level": "INFO", "message": "Requête de prédiction reçue", "module": "api", "function": "predict", "line": 283}
+{"timestamp": "2026-02-27T10:52:25.428456+00:00", "level": "ERROR", "message": "Features importantes vides: EXT_SOURCE_3, EXT_SOURCE_2, EXT_SOURCE_1, DAYS_EMPLOYED, PAYMENT_RATE, INSTAL_DPD_MEAN, PREV_CNT_PAYMENT_MEAN, AMT_ANNUITY, CODE_GENDER, PREV_NAME_PRODUCT_TYPE_walk-in_MEAN", "module": "api", "function": "predict", "line": 311}
+{"timestamp": "2026-02-27T10:52:25.431310+00:00", "level": "INFO", "message": "Requête de prédiction reçue", "module": "api", "function": "predict", "line": 283}
+{"timestamp": "2026-02-27T10:52:25.431403+00:00", "level": "ERROR", "message": "Features importantes hors bornes: DAYS_EMPLOYED=-30000 (attendu: [-29200, 0])", "module": "api", "function": "predict", "line": 342}
+{"timestamp": "2026-02-27T10:52:25.434558+00:00", "level": "INFO", "message": "Requête de prédiction reçue", "module": "api", "function": "predict", "line": 283}
+{"timestamp": "2026-02-27T10:52:25.434732+00:00", "level": "ERROR", "message": "Features importantes avec type invalide: EXT_SOURCE_2=invalid_string (type reçu: str, attendu: numérique)", "module": "api", "function": "predict", "line": 326}
+{"timestamp": "2026-02-27T10:52:25.438493+00:00", "level": "INFO", "message": "Fichier reçu pour prédiction: test.txt", "module": "api", "function": "predict_from_file", "line": 397}
+{"timestamp": "2026-02-27T10:52:25.438602+00:00", "level": "WARNING", "message": "Format de fichier invalide: test.txt", "module": "api", "function": "predict_from_file", "line": 411}
+{"timestamp": "2026-02-27T10:52:25.441127+00:00", "level": "INFO", "message": "Fichier reçu pour prédiction: test.csv", "module": "api", "function": "predict_from_file", "line": 397}
+{"timestamp": "2026-02-27T10:52:25.455889+00:00", "level": "INFO", "message": "Fichier CSV lu avec succès: 1 lignes", "module": "api", "function": "predict_from_file", "line": 419}
+{"timestamp": "2026-02-27T10:52:25.493261+00:00", "level": "INFO", "message": "Données enregistrées pour drift detection: 1 lignes", "module": "api", "function": "save_and_upload_logs", "line": 123}
+{"timestamp": "2026-02-27T10:52:26.223593+00:00", "level": "INFO", "message": "Fichier data_io.csv uploadé vers HF", "module": "api", "function": "upload_to_hf", "line": 91}