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oc_mlops_projet_2

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oc_mlops_projet_2
File size: 8,606 Bytes
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{"timestamp": "2026-05-06T11:39:46.114253+00:00", "level": "INFO", "message": "Modèle chargé avec succès depuis /app/3_Results/best_gradient_boosting_model.pkl", "module": "api", "function": "load_model", "line": 253}
{"timestamp": "2026-05-06T11:39:46.142624+00:00", "level": "INFO", "message": "Nombre et ordre des colonnes chargé depuis /app/2_Data_transformed/train_data_sp2_subsample_1.csv", "module": "api", "function": "load_column_order", "line": 272}
{"timestamp": "2026-05-06T11:39:46.147483+00:00", "level": "INFO", "message": "Nombre de colonnes chargées: 793", "module": "api", "function": "load_column_order", "line": 283}
{"timestamp": "2026-05-06T11:39:46.148816+00:00", "level": "INFO", "message": "Fichier d'importance des features chargé depuis /app/2_Data_transformed/shap_feature_importance.csv", "module": "api", "function": "load_important_features", "line": 297}
{"timestamp": "2026-05-06T11:39:46.149047+00:00", "level": "INFO", "message": "Nombre de features importantes chargées: 10", "module": "api", "function": "load_important_features", "line": 299}
{"timestamp": "2026-05-06T11:39:46.149138+00:00", "level": "INFO", "message": "API initialisée et prête", "module": "api", "function": "<module>", "line": 314}
{"timestamp": "2026-05-06T11:39:46.150605+00:00", "level": "INFO", "message": "Thread keep-alive démarré – ping du dashboard toutes les 12h", "module": "api", "function": "_keep_alive_loop", "line": 193}
{"timestamp": "2026-05-06T23:39:46.404161+00:00", "level": "INFO", "message": "Keep-alive dashboard → HTTP 200 (https://cedm-oc-mlops-projet-2-dashboard.hf.space)", "module": "api", "function": "_keep_alive_loop", "line": 199}
{"timestamp": "2026-05-06T23:43:52.101221+00:00", "level": "INFO", "message": "Fichier api_log.jsonl uploadé vers HF", "module": "api", "function": "upload_to_hf", "line": 128}
{"timestamp": "2026-05-07T11:39:46.453755+00:00", "level": "INFO", "message": "Keep-alive dashboard → HTTP 200 (https://cedm-oc-mlops-projet-2-dashboard.hf.space)", "module": "api", "function": "_keep_alive_loop", "line": 199}
{"timestamp": "2026-05-07T11:43:52.716730+00:00", "level": "INFO", "message": "Fichier api_log.jsonl uploadé vers HF", "module": "api", "function": "upload_to_hf", "line": 128}
{"timestamp": "2026-05-07T23:39:46.865992+00:00", "level": "INFO", "message": "Keep-alive dashboard → HTTP 200 (https://cedm-oc-mlops-projet-2-dashboard.hf.space)", "module": "api", "function": "_keep_alive_loop", "line": 199}
{"timestamp": "2026-05-07T23:43:53.742726+00:00", "level": "INFO", "message": "Fichier api_log.jsonl uploadé vers HF", "module": "api", "function": "upload_to_hf", "line": 128}
{"timestamp": "2026-05-08T11:39:47.425361+00:00", "level": "INFO", "message": "Keep-alive dashboard → HTTP 200 (https://cedm-oc-mlops-projet-2-dashboard.hf.space)", "module": "api", "function": "_keep_alive_loop", "line": 199}
{"timestamp": "2026-05-08T11:43:56.280045+00:00", "level": "INFO", "message": "Fichier api_log.jsonl uploadé vers HF", "module": "api", "function": "upload_to_hf", "line": 128}
{"timestamp": "2026-05-08T23:39:47.939767+00:00", "level": "INFO", "message": "Keep-alive dashboard → HTTP 200 (https://cedm-oc-mlops-projet-2-dashboard.hf.space)", "module": "api", "function": "_keep_alive_loop", "line": 199}
{"timestamp": "2026-05-08T23:43:57.562880+00:00", "level": "INFO", "message": "Fichier api_log.jsonl uploadé vers HF", "module": "api", "function": "upload_to_hf", "line": 128}
{"timestamp": "2026-05-09T11:39:48.603402+00:00", "level": "INFO", "message": "Keep-alive dashboard → HTTP 200 (https://cedm-oc-mlops-projet-2-dashboard.hf.space)", "module": "api", "function": "_keep_alive_loop", "line": 199}
{"timestamp": "2026-05-09T11:43:58.621314+00:00", "level": "INFO", "message": "Fichier api_log.jsonl uploadé vers HF", "module": "api", "function": "upload_to_hf", "line": 128}
{"timestamp": "2026-05-09T23:39:49.348800+00:00", "level": "INFO", "message": "Keep-alive dashboard → HTTP 200 (https://cedm-oc-mlops-projet-2-dashboard.hf.space)", "module": "api", "function": "_keep_alive_loop", "line": 199}
{"timestamp": "2026-05-09T23:44:00.115858+00:00", "level": "INFO", "message": "Fichier api_log.jsonl uploadé vers HF", "module": "api", "function": "upload_to_hf", "line": 128}
{"timestamp": "2026-05-10T11:39:50.049379+00:00", "level": "INFO", "message": "Keep-alive dashboard → HTTP 200 (https://cedm-oc-mlops-projet-2-dashboard.hf.space)", "module": "api", "function": "_keep_alive_loop", "line": 199}
{"timestamp": "2026-05-10T11:44:01.501327+00:00", "level": "INFO", "message": "Fichier api_log.jsonl uploadé vers HF", "module": "api", "function": "upload_to_hf", "line": 128}
{"timestamp": "2026-05-10T23:39:50.640253+00:00", "level": "INFO", "message": "Keep-alive dashboard → HTTP 200 (https://cedm-oc-mlops-projet-2-dashboard.hf.space)", "module": "api", "function": "_keep_alive_loop", "line": 199}
{"timestamp": "2026-05-10T23:44:03.665611+00:00", "level": "INFO", "message": "Fichier api_log.jsonl uploadé vers HF", "module": "api", "function": "upload_to_hf", "line": 128}
{"timestamp": "2026-05-11T11:39:51.266954+00:00", "level": "INFO", "message": "Keep-alive dashboard → HTTP 200 (https://cedm-oc-mlops-projet-2-dashboard.hf.space)", "module": "api", "function": "_keep_alive_loop", "line": 199}
{"timestamp": "2026-05-11T11:44:04.832314+00:00", "level": "INFO", "message": "Fichier api_log.jsonl uploadé vers HF", "module": "api", "function": "upload_to_hf", "line": 128}
{"timestamp": "2026-05-11T23:39:51.857865+00:00", "level": "INFO", "message": "Keep-alive dashboard → HTTP 200 (https://cedm-oc-mlops-projet-2-dashboard.hf.space)", "module": "api", "function": "_keep_alive_loop", "line": 199}
{"timestamp": "2026-05-11T23:44:05.986965+00:00", "level": "INFO", "message": "Fichier api_log.jsonl uploadé vers HF", "module": "api", "function": "upload_to_hf", "line": 128}
{"timestamp": "2026-05-12T11:39:52.469417+00:00", "level": "INFO", "message": "Keep-alive dashboard → HTTP 200 (https://cedm-oc-mlops-projet-2-dashboard.hf.space)", "module": "api", "function": "_keep_alive_loop", "line": 199}
{"timestamp": "2026-05-12T11:44:07.281759+00:00", "level": "INFO", "message": "Fichier api_log.jsonl uploadé vers HF", "module": "api", "function": "upload_to_hf", "line": 128}
{"timestamp": "2026-05-12T23:39:53.021389+00:00", "level": "INFO", "message": "Keep-alive dashboard → HTTP 200 (https://cedm-oc-mlops-projet-2-dashboard.hf.space)", "module": "api", "function": "_keep_alive_loop", "line": 199}
{"timestamp": "2026-05-12T23:44:08.560326+00:00", "level": "INFO", "message": "Fichier api_log.jsonl uploadé vers HF", "module": "api", "function": "upload_to_hf", "line": 128}
{"timestamp": "2026-05-13T11:39:53.776383+00:00", "level": "INFO", "message": "Keep-alive dashboard → HTTP 200 (https://cedm-oc-mlops-projet-2-dashboard.hf.space)", "module": "api", "function": "_keep_alive_loop", "line": 199}
{"timestamp": "2026-05-13T11:44:09.392640+00:00", "level": "INFO", "message": "Fichier api_log.jsonl uploadé vers HF", "module": "api", "function": "upload_to_hf", "line": 128}
{"timestamp": "2026-05-13T23:39:53.999665+00:00", "level": "INFO", "message": "Keep-alive dashboard → HTTP 200 (https://cedm-oc-mlops-projet-2-dashboard.hf.space)", "module": "api", "function": "_keep_alive_loop", "line": 199}
{"timestamp": "2026-05-13T23:44:10.223527+00:00", "level": "INFO", "message": "Fichier api_log.jsonl uploadé vers HF", "module": "api", "function": "upload_to_hf", "line": 128}
{"timestamp": "2026-05-14T11:39:54.414817+00:00", "level": "INFO", "message": "Keep-alive dashboard → HTTP 200 (https://cedm-oc-mlops-projet-2-dashboard.hf.space)", "module": "api", "function": "_keep_alive_loop", "line": 199}
{"timestamp": "2026-05-14T11:44:11.087135+00:00", "level": "INFO", "message": "Fichier api_log.jsonl uploadé vers HF", "module": "api", "function": "upload_to_hf", "line": 128}
{"timestamp": "2026-05-14T23:39:54.842803+00:00", "level": "INFO", "message": "Keep-alive dashboard → HTTP 200 (https://cedm-oc-mlops-projet-2-dashboard.hf.space)", "module": "api", "function": "_keep_alive_loop", "line": 199}
{"timestamp": "2026-05-14T23:44:13.316553+00:00", "level": "INFO", "message": "Fichier api_log.jsonl uploadé vers HF", "module": "api", "function": "upload_to_hf", "line": 128}
{"timestamp": "2026-05-15T11:39:55.289968+00:00", "level": "INFO", "message": "Keep-alive dashboard → HTTP 200 (https://cedm-oc-mlops-projet-2-dashboard.hf.space)", "module": "api", "function": "_keep_alive_loop", "line": 199}