427 lines (426 with data), 140.9 kB

{"timestamp": "2025-02-23T01:34:56.626568", "level": "INFO", "name": "main", "module": "main", "function": "initialize", "line": 99, "message": "Model loaded successfully", "taskName": null}
{"timestamp": "2025-02-23T01:34:56.627080", "level": "INFO", "name": "src.preprocessing.preprocessing", "module": "preprocessing", "function": "add_step", "line": 233, "message": "Added preprocessing step: whitespace_normalizer", "taskName": null}
{"timestamp": "2025-02-23T01:34:56.627292", "level": "INFO", "name": "src.preprocessing.preprocessing", "module": "preprocessing", "function": "add_step", "line": 233, "message": "Added preprocessing step: length_normalizer", "taskName": null}
{"timestamp": "2025-02-23T01:34:56.627455", "level": "INFO", "name": "src.preprocessing.preprocessing", "module": "preprocessing", "function": "add_step", "line": 233, "message": "Added preprocessing step: special_character_cleaner", "taskName": null}
{"timestamp": "2025-02-23T01:34:56.627585", "level": "INFO", "name": "src.preprocessing.preprocessing", "module": "preprocessing", "function": "add_step", "line": 233, "message": "Added preprocessing step: medical_score_processor", "taskName": null}
{"timestamp": "2025-02-23T01:34:56.627708", "level": "INFO", "name": "src.preprocessing.preprocessing", "module": "preprocessing", "function": "add_step", "line": 233, "message": "Added preprocessing step: medical_abbreviation_normalizer", "taskName": null}
{"timestamp": "2025-02-23T01:34:56.627827", "level": "INFO", "name": "src.preprocessing.preprocessing", "module": "preprocessing", "function": "add_step", "line": 233, "message": "Added preprocessing step: medical_term_standardizer", "taskName": null}
{"timestamp": "2025-02-23T01:34:56.627943", "level": "INFO", "name": "src.preprocessing.preprocessing", "module": "preprocessing", "function": "add_step", "line": 233, "message": "Added preprocessing step: medical_tokenizer", "taskName": null}
{"timestamp": "2025-02-23T01:34:56.627975", "level": "INFO", "name": "main", "module": "main", "function": "initialize", "line": 103, "message": "Preprocessor initialized", "taskName": null}
{"timestamp": "2025-02-23T01:37:57.914107", "level": "ERROR", "name": "main", "module": "main", "function": "handle_error", "line": 172, "message": "Error: 404 Not Found: The requested URL was not found on the server. If you entered the URL manually please check your spelling and try again.", "taskName": null}
{"timestamp": "2025-02-23T01:37:58.739866", "level": "ERROR", "name": "main", "module": "main", "function": "handle_error", "line": 172, "message": "Error: 404 Not Found: The requested URL was not found on the server. If you entered the URL manually please check your spelling and try again.", "taskName": null}
{"timestamp": "2025-02-23T01:43:18.007379", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Prediction failed: Invalid input text", "taskName": null}
{"timestamp": "2025-02-23T01:43:18.024502", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['P atient showing progressive cognitive decline with cognitive decline. M ini-M ental status assessment (MMSE) score: 22. D ifficulties with per day activities and cognitive impairment about time and place. P atient showing progressive cognitive decline with cognitive decline. MMSE score: 22. D ifficulties with per day activities and cognitive impairment about time and place. P atient showing progressive cognitive decline with cognitive decline. MMSE score: 22. D ifficulties with per day activities and cognitive impairment about time and place. P atient showing progressive cognitive decline with cognitive decline. MMSE score: 22. D ifficulties with per day activities and cognitive impairment about time and place. P atient showing progressive cognitive decline with cognitive decline. MMSE score: 22. D ifficulties with per day activities and cognitive impairment about time and place. P atient showing progressive cognitive decline with cognitive decline. MMSE score: 22. D ifficulties with per day activities and cognitive impairment about time and place. P atient showing progressive cognitive decline with cognitive decline. MMSE score: 22. D ifficulties with per day activities and cognitive impairment about time and place. P atient showing progressive cognitive decline with cognitive decline. MMSE score: 22. D ifficulties with per day activities and cognitive impairment about time and place. P atient showing progressive cognitive decline with cognitive decline. MMSE score: 22. D ifficulties with per day activities and cognitive impairment about time and place. P atient showing progressive cognitive decline with cognitive decline. MMSE score: 22. D ifficulties with per day activities and cognitive impairment about time and place. P atient showing progressive cognitive decline with cognitive decline. MMSE score: 22. D ifficulties with per day activities and cognitive impairment about time and place. P atient showing progressive cognitive decline with cognitive decline. MMSE score: 22. D ifficulties with per day activities and cognitive impairment about time and place. P atient showing progressive cognitive decline with cognitive decline. MMSE score: 22. D ifficulties with per day activities and cognitive impairment about time and place. P atient showing progressive cognitive decline with cognitive decline. MMSE score: 22. D ifficulties with per day activities and cognitive impairment about time and place. P atient showing progressive cognitive decline with cognitive decline. MMSE score: 22. D ifficulties with per day activities and cognitive impairment about time and place. P atient showing progressive cognitive decline with cognitive decline. MMSE score: 22. D ifficulties with per day activities and cognitive impairment about time and place. P atient showing progressive cognitive decline with cognitive decline. MMSE score: 22. D ifficulties with per day activities and cognitive impairment about time and place. P atient showing progressive cognitive decline with cognitive decline. MMSE score: 22. D ifficulties with per day activities and cognitive impairment about time and place. P atient showing progressive cognitive decline with cognitive decline. MMSE score: 22. D ifficulties with per day activities and cognitive impairment about time and place. P atient showing progressive cognitive decline with cognitive decline. MMSE score: 22. D ifficulties with per day activities and cognitive impairment about time and place. P atient showing progressive cognitive decline with cognitive decline. MMSE score: 22. D ifficulties with per day activities and cognitive impairment about time and place. P atient showing progressive cognitive decline with cognitive decline. MMSE score: 22. D ifficulties with per day activities and cognitive impairment about time and place. P atient showing progressive cognitive decline with cognitive decline. MMSE score: 22. D ifficulties with per day activities and cognitive impairment about time and place. P atient showing progressive cognitive decline with cognitive decline. MMSE score: 22. D ifficulties with per day activities and cognitive impairment about time and place. P atient showing progressive cognitive decline with cognitive decline. MMSE score: 22. D ifficulties with per day activities and cognitive impairment about time and place. P atient showing progressive cognitive decline with cognitive decline. MMSE score: 22. D ifficulties with per day activities and cognitive impairment about time and place. P atient showing progressive cognitive decline with cognitive decline. MMSE score: 22. D ifficulties with per day activities and cognitive impairment about time and place. P atient showing progressive cognitive decline with cognitive decline. MMSE score: 22. D ifficulties with per day activities and cognitive impairment about time and place. P atient showing progressive cognitive decline with cognitive decline. MMSE score: 22. D ifficulties with per day activities and cognitive impairment about time and place. P atient showing progressive cognitive decline with cognitive decline. MMSE score: 22. D ifficulties with per day activities and cognitive impairment about time and place. P atient showing progressive cognitive decline with cognitive decline. MMSE score: 22. D ifficulties with per day activities and cognitive impairment about time and place. P atient showing progressive cognitive decline with cognitive decline. MMSE score: 22. D ifficulties with per day activities and cognitive impairment about time and place. P atient showing progressive cognitive decline with cognitive decline. MMSE score: 22. D ifficulties with per day activities and cognitive impairment about time and place. P atient showing progressive cognitive decline with cognitive decline. MMSE score: 22. D ifficulties with per day activities and cognitive impairment about time and place. P atient showing progressive cognitive decline with cognitive decline. MMSE score: 22. D ifficulties with per day activities and cognitive impairment about time and place. P atient showing progressive cognitive decline with cognitive decline. MMSE score: 22. D ifficulties with per day activities and cognitive impairment about time and place. P atient showing progressive cognitive decline with cognitive decline. MMSE score: 22. D ifficulties with per day activities and cognitive impairment about time and place. P atient showing progressive cognitive decline with cognitive decline. MMSE score: 22. D ifficulties with per day activities and cognitive impairment about time and place. P atient showing progressive cognitive decline with cognitive decline. MMSE score: 22. D ifficulties with per day activities and cognitive impairment about time and place. P atient showing progressive cognitive decline with cognitive decline. MMSE score: 22. D ifficulties with per day activities and cognitive impairment about time and place. P atient showing progressive cognitive decline with cognitive decline. MMSE score: 22. D ifficulties with per day activities and cognitive impairment about time and place. P atient showing progressive cognitive decline with cognitive decline. MMSE score: 22. D ifficulties with per day activities and cognitive impairment about time and place. P atient showing progressive cognitive decline with cognitive decline. MMSE score: 22. D ifficulties with per day activities and cognitive impairment about time and place. P atient showing progressive cognitive decline with cognitive decline. MMSE score: 22. D ifficulties with per day activities and cognitive impairment about time and place. P atient showing progressive cognitive decline with cognitive decline. MMSE score: 22. D ifficulties with per day activities and cognitive impairment about time and place. P atient showing progressive cognitive decline with cognitive decline. MMSE score: 22. D ifficulties with per day activities and cognitive impairment about time and place. P atient showing progressive cognitive decline with cognitive decline. MMSE score: 22. D ifficulties with per day activities and cognitive impairment about time and place. P atient showing progressive cognitive decline with cognitive decline. MMSE score: 22. D ifficulties with per day activities and cognitive impairment about time and place. P atient showing progressive cognitive decline with cognitive decline. MMSE score: 22. D ifficulties with per day activities and cognitive impairment about time and place. P atient showing progressive cognitive decline with cognitive decline. MMSE score: 22. D ifficulties with per day activities and cognitive impairment about time and place.'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T01:43:18.092380", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['P atient showing progressive cognitive decline with cognitive decline. M ini-M ental status assessment (MMSE) score: 22. D ifficulties with per day activities and cognitive impairment about time and place.'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T01:43:18.093970", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['P atient presents with progressive muscular weakness. F orced V ital C apacity (FVC) at 65 % with declining respiratory function. ALS F unctional R ating S cale R evised (ALSFR S-R ) score: 38.'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T01:43:18.095375", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['P atient exhibits ritualistic behaviors and obsessive thoughts. Y-B OCS score: 28. S ignificant impact on per day functioning.'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T01:43:18.097073", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['A dolescent with spinal curvature. C obb angle measurement of 45 degrees. S urgical correction being considered.'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T01:43:18.098825", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['P atient presents with resting tremor and bradykinesia. U nified P arkinson D isease R ating S cale (UPDRS) score: 45. S tarted on levodopa treatment.'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T01:43:18.103933", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['P atient showing progressive cognitive decline with cognitive decline. M ini-M ental status assessment (MMSE) score: 22. D ifficulties with per day activities and cognitive impairment about time and place.'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T01:43:18.111216", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['P atient presents with progressive muscular weakness. F orced V ital C apacity (FVC) at 65 % with declining respiratory function. ALS F unctional R ating S cale R evised (ALSFR S-R ) score: 38.'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T01:43:18.118866", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['assessment request'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T01:43:18.120183", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['assessment request'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T01:43:18.121640", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['assessment request'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T01:43:18.123705", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['assessment request'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T01:43:18.124437", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['assessment request'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T01:43:18.124686", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['assessment request'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T01:43:18.124856", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['assessment request'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T01:43:18.125515", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['assessment request'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T01:43:18.127239", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['assessment request'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T01:43:18.127461", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['assessment request'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T01:43:18.127595", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['assessment request'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T01:43:18.128153", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['assessment request'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T01:43:18.128955", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['assessment request'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T01:43:18.129191", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['assessment request'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T01:43:18.129856", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['assessment request'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T01:43:18.130071", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['assessment request'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T01:43:18.130808", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['assessment request'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T01:43:18.131520", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['assessment request'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T01:43:18.132489", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['assessment request'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T01:43:18.133117", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['assessment request'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T01:43:18.133731", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['assessment request'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T01:43:18.134289", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['assessment request'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T01:43:18.135105", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['assessment request'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T01:43:18.135708", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['assessment request'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T01:43:18.136440", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['assessment request'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T01:43:18.137156", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['assessment request'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T01:43:18.137831", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['assessment request'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T01:43:18.138988", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['assessment request'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T01:43:18.139176", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['assessment request'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T01:43:18.139891", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['assessment request'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T01:43:18.140684", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['assessment request'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T01:43:18.141325", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['assessment request'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T01:43:18.142194", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['assessment request'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T01:43:18.142857", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['assessment request'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T01:43:18.143749", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['assessment request'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T01:43:18.144478", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['assessment request'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T01:43:18.145263", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['assessment request'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T01:43:18.146107", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['assessment request'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T01:43:18.146794", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['assessment request'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T01:43:18.147413", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['assessment request'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T01:43:18.148036", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['assessment request'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T01:43:18.148676", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['assessment request'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T01:43:18.149361", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['assessment request'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T01:43:18.149904", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['assessment request'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T01:43:18.150550", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['assessment request'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T01:43:18.151123", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['assessment request'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T01:43:18.151960", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['assessment request'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T01:43:18.153448", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['assessment request'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T01:43:18.155088", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['assessment request'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T01:43:18.155266", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['assessment request'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T01:43:18.155389", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['assessment request'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T01:43:18.155595", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['assessment request'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T01:43:18.155739", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['assessment request'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T01:43:18.155916", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['assessment request'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T01:43:18.157107", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['assessment request'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T01:43:18.157855", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['assessment request'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T01:43:18.158539", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['assessment request'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T01:43:18.161300", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['assessment request'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T01:43:18.162735", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['assessment request'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T01:43:18.162920", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['assessment request'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T01:43:18.163034", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['assessment request'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T01:43:18.163239", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['assessment request'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T01:43:18.163367", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['assessment request'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T01:43:18.163628", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['assessment request'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T01:43:18.163846", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['assessment request'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T01:43:18.163996", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['assessment request'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T01:43:18.169431", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['assessment request'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T01:43:18.169585", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['assessment request'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T01:43:18.170303", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['assessment request'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T01:43:18.170573", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['assessment request'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T01:43:18.170850", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['assessment request'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T01:43:18.171712", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['assessment request'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T01:43:18.172360", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['assessment request'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T01:43:18.172646", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['assessment request'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T01:43:18.173300", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['assessment request'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T01:43:18.173482", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['assessment request'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T01:43:18.173777", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['assessment request'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T01:43:18.174439", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['assessment request'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T01:43:18.174606", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['assessment request'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T01:43:18.175344", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['assessment request'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T01:43:18.176027", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['assessment request'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T01:43:18.176657", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['assessment request'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T01:43:18.177617", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['assessment request'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T01:43:18.178641", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['assessment request'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T01:43:18.179079", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['assessment request'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T01:43:18.179885", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['assessment request'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T01:43:18.181060", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['assessment request'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T01:43:18.181903", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['assessment request'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T01:43:18.182266", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['assessment request'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T01:57:02.857353", "level": "INFO", "name": "main", "module": "main", "function": "initialize", "line": 99, "message": "Model loaded successfully", "taskName": null}
{"timestamp": "2025-02-23T01:57:02.857759", "level": "INFO", "name": "src.preprocessing.preprocessing", "module": "preprocessing", "function": "add_step", "line": 233, "message": "Added preprocessing step: whitespace_normalizer", "taskName": null}
{"timestamp": "2025-02-23T01:57:02.857917", "level": "INFO", "name": "src.preprocessing.preprocessing", "module": "preprocessing", "function": "add_step", "line": 233, "message": "Added preprocessing step: length_normalizer", "taskName": null}
{"timestamp": "2025-02-23T01:57:02.858054", "level": "INFO", "name": "src.preprocessing.preprocessing", "module": "preprocessing", "function": "add_step", "line": 233, "message": "Added preprocessing step: special_character_cleaner", "taskName": null}
{"timestamp": "2025-02-23T01:57:02.858179", "level": "INFO", "name": "src.preprocessing.preprocessing", "module": "preprocessing", "function": "add_step", "line": 233, "message": "Added preprocessing step: medical_score_processor", "taskName": null}
{"timestamp": "2025-02-23T01:57:02.858289", "level": "INFO", "name": "src.preprocessing.preprocessing", "module": "preprocessing", "function": "add_step", "line": 233, "message": "Added preprocessing step: medical_abbreviation_normalizer", "taskName": null}
{"timestamp": "2025-02-23T01:57:02.858423", "level": "INFO", "name": "src.preprocessing.preprocessing", "module": "preprocessing", "function": "add_step", "line": 233, "message": "Added preprocessing step: medical_term_standardizer", "taskName": null}
{"timestamp": "2025-02-23T01:57:02.858536", "level": "INFO", "name": "src.preprocessing.preprocessing", "module": "preprocessing", "function": "add_step", "line": 233, "message": "Added preprocessing step: medical_tokenizer", "taskName": null}
{"timestamp": "2025-02-23T01:57:02.858569", "level": "INFO", "name": "main", "module": "main", "function": "initialize", "line": 103, "message": "Preprocessor initialized", "taskName": null}
{"timestamp": "2025-02-23T01:57:36.136173", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['P atient presents with progressive muscular weakness. F orced V ital C apacity (FVC) at 65 % with declining respiratory function. ALS F unctional R ating S cale R evised (ALSFR S-R ) score: 38.'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T02:02:02.013329", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['P atient presents with progressive muscular weakness. F orced V ital C apacity (FVC) at 65 % with declining respiratory function. ALS F unctional R ating S cale R evised (ALSFR S-R ) score: 38.'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T02:05:17.350794", "level": "INFO", "name": "main", "module": "main", "function": "initialize", "line": 99, "message": "Model loaded successfully", "taskName": null}
{"timestamp": "2025-02-23T02:05:17.351291", "level": "INFO", "name": "src.preprocessing.preprocessing", "module": "preprocessing", "function": "add_step", "line": 233, "message": "Added preprocessing step: whitespace_normalizer", "taskName": null}
{"timestamp": "2025-02-23T02:05:17.351432", "level": "INFO", "name": "src.preprocessing.preprocessing", "module": "preprocessing", "function": "add_step", "line": 233, "message": "Added preprocessing step: length_normalizer", "taskName": null}
{"timestamp": "2025-02-23T02:05:17.351554", "level": "INFO", "name": "src.preprocessing.preprocessing", "module": "preprocessing", "function": "add_step", "line": 233, "message": "Added preprocessing step: special_character_cleaner", "taskName": null}
{"timestamp": "2025-02-23T02:05:17.351666", "level": "INFO", "name": "src.preprocessing.preprocessing", "module": "preprocessing", "function": "add_step", "line": 233, "message": "Added preprocessing step: medical_score_processor", "taskName": null}
{"timestamp": "2025-02-23T02:05:17.351774", "level": "INFO", "name": "src.preprocessing.preprocessing", "module": "preprocessing", "function": "add_step", "line": 233, "message": "Added preprocessing step: medical_abbreviation_normalizer", "taskName": null}
{"timestamp": "2025-02-23T02:05:17.351884", "level": "INFO", "name": "src.preprocessing.preprocessing", "module": "preprocessing", "function": "add_step", "line": 233, "message": "Added preprocessing step: medical_term_standardizer", "taskName": null}
{"timestamp": "2025-02-23T02:05:17.351991", "level": "INFO", "name": "src.preprocessing.preprocessing", "module": "preprocessing", "function": "add_step", "line": 233, "message": "Added preprocessing step: medical_tokenizer", "taskName": null}
{"timestamp": "2025-02-23T02:05:17.352034", "level": "INFO", "name": "main", "module": "main", "function": "initialize", "line": 103, "message": "Preprocessor initialized", "taskName": null}
{"timestamp": "2025-02-23T02:05:28.049116", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 147, "message": "Prediction failed: X has 1 features, but BaggingClassifier is expecting 1017 features as input.", "taskName": null}
{"timestamp": "2025-02-23T02:11:41.979218", "level": "INFO", "name": "main", "module": "main", "function": "initialize", "line": 105, "message": "Model loaded successfully", "taskName": null}
{"timestamp": "2025-02-23T02:11:41.979623", "level": "INFO", "name": "src.preprocessing.preprocessing", "module": "preprocessing", "function": "add_step", "line": 233, "message": "Added preprocessing step: whitespace_normalizer", "taskName": null}
{"timestamp": "2025-02-23T02:11:41.979780", "level": "INFO", "name": "src.preprocessing.preprocessing", "module": "preprocessing", "function": "add_step", "line": 233, "message": "Added preprocessing step: length_normalizer", "taskName": null}
{"timestamp": "2025-02-23T02:11:41.979913", "level": "INFO", "name": "src.preprocessing.preprocessing", "module": "preprocessing", "function": "add_step", "line": 233, "message": "Added preprocessing step: special_character_cleaner", "taskName": null}
{"timestamp": "2025-02-23T02:11:41.980025", "level": "INFO", "name": "src.preprocessing.preprocessing", "module": "preprocessing", "function": "add_step", "line": 233, "message": "Added preprocessing step: medical_score_processor", "taskName": null}
{"timestamp": "2025-02-23T02:11:41.980133", "level": "INFO", "name": "src.preprocessing.preprocessing", "module": "preprocessing", "function": "add_step", "line": 233, "message": "Added preprocessing step: medical_abbreviation_normalizer", "taskName": null}
{"timestamp": "2025-02-23T02:11:41.980240", "level": "INFO", "name": "src.preprocessing.preprocessing", "module": "preprocessing", "function": "add_step", "line": 233, "message": "Added preprocessing step: medical_term_standardizer", "taskName": null}
{"timestamp": "2025-02-23T02:11:41.980340", "level": "INFO", "name": "src.preprocessing.preprocessing", "module": "preprocessing", "function": "add_step", "line": 233, "message": "Added preprocessing step: medical_tokenizer", "taskName": null}
{"timestamp": "2025-02-23T02:11:41.980370", "level": "INFO", "name": "main", "module": "main", "function": "initialize", "line": 109, "message": "Preprocessor initialized", "taskName": null}
{"timestamp": "2025-02-23T02:11:41.980422", "level": "ERROR", "name": "main", "module": "main", "function": "initialize", "line": 118, "message": "Initialization failed: Feature extractor file not found at src/models/feature_extractor.joblib", "taskName": null}
{"timestamp": "2025-02-23T02:26:12.071262", "level": "INFO", "name": "main", "module": "main", "function": "initialize", "line": 99, "message": "Model loaded successfully", "taskName": null}
{"timestamp": "2025-02-23T02:26:12.071859", "level": "INFO", "name": "src.preprocessing.preprocessing", "module": "preprocessing", "function": "add_step", "line": 233, "message": "Added preprocessing step: whitespace_normalizer", "taskName": null}
{"timestamp": "2025-02-23T02:26:12.072011", "level": "INFO", "name": "src.preprocessing.preprocessing", "module": "preprocessing", "function": "add_step", "line": 233, "message": "Added preprocessing step: length_normalizer", "taskName": null}
{"timestamp": "2025-02-23T02:26:12.072136", "level": "INFO", "name": "src.preprocessing.preprocessing", "module": "preprocessing", "function": "add_step", "line": 233, "message": "Added preprocessing step: special_character_cleaner", "taskName": null}
{"timestamp": "2025-02-23T02:26:12.072249", "level": "INFO", "name": "src.preprocessing.preprocessing", "module": "preprocessing", "function": "add_step", "line": 233, "message": "Added preprocessing step: medical_score_processor", "taskName": null}
{"timestamp": "2025-02-23T02:26:12.072368", "level": "INFO", "name": "src.preprocessing.preprocessing", "module": "preprocessing", "function": "add_step", "line": 233, "message": "Added preprocessing step: medical_abbreviation_normalizer", "taskName": null}
{"timestamp": "2025-02-23T02:26:12.072475", "level": "INFO", "name": "src.preprocessing.preprocessing", "module": "preprocessing", "function": "add_step", "line": 233, "message": "Added preprocessing step: medical_term_standardizer", "taskName": null}
{"timestamp": "2025-02-23T02:26:12.072574", "level": "INFO", "name": "src.preprocessing.preprocessing", "module": "preprocessing", "function": "add_step", "line": 233, "message": "Added preprocessing step: medical_tokenizer", "taskName": null}
{"timestamp": "2025-02-23T02:26:12.072607", "level": "INFO", "name": "main", "module": "main", "function": "initialize", "line": 103, "message": "Preprocessor initialized", "taskName": null}
{"timestamp": "2025-02-23T02:26:22.025382", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['P atient showing progressive cognitive decline with cognitive decline. M ini-M ental status assessment (MMSE) score: 22. D ifficulties with per day activities and cognitive impairment about time and place.'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T02:29:23.966066", "level": "INFO", "name": "main", "module": "main", "function": "initialize", "line": 32, "message": "Model loaded successfully", "taskName": null}
{"timestamp": "2025-02-23T02:29:23.966451", "level": "INFO", "name": "src.preprocessing.preprocessing", "module": "preprocessing", "function": "add_step", "line": 233, "message": "Added preprocessing step: whitespace_normalizer", "taskName": null}
{"timestamp": "2025-02-23T02:29:23.966610", "level": "INFO", "name": "src.preprocessing.preprocessing", "module": "preprocessing", "function": "add_step", "line": 233, "message": "Added preprocessing step: length_normalizer", "taskName": null}
{"timestamp": "2025-02-23T02:29:23.966737", "level": "INFO", "name": "src.preprocessing.preprocessing", "module": "preprocessing", "function": "add_step", "line": 233, "message": "Added preprocessing step: special_character_cleaner", "taskName": null}
{"timestamp": "2025-02-23T02:29:23.966854", "level": "INFO", "name": "src.preprocessing.preprocessing", "module": "preprocessing", "function": "add_step", "line": 233, "message": "Added preprocessing step: medical_score_processor", "taskName": null}
{"timestamp": "2025-02-23T02:29:23.966967", "level": "INFO", "name": "src.preprocessing.preprocessing", "module": "preprocessing", "function": "add_step", "line": 233, "message": "Added preprocessing step: medical_abbreviation_normalizer", "taskName": null}
{"timestamp": "2025-02-23T02:29:23.967071", "level": "INFO", "name": "src.preprocessing.preprocessing", "module": "preprocessing", "function": "add_step", "line": 233, "message": "Added preprocessing step: medical_term_standardizer", "taskName": null}
{"timestamp": "2025-02-23T02:29:23.967171", "level": "INFO", "name": "src.preprocessing.preprocessing", "module": "preprocessing", "function": "add_step", "line": 233, "message": "Added preprocessing step: medical_tokenizer", "taskName": null}
{"timestamp": "2025-02-23T02:29:23.967203", "level": "INFO", "name": "main", "module": "main", "function": "initialize", "line": 36, "message": "Preprocessor initialized", "taskName": null}
{"timestamp": "2025-02-23T02:29:31.499124", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 75, "message": "Prediction failed: Input text cannot be empty", "taskName": null}
{"timestamp": "2025-02-23T02:33:58.791980", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 75, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['P atient showing progressive cognitive decline with cognitive decline. M ini-M ental status assessment (MMSE) score: 22. D ifficulties with per day activities and cognitive impairment about time and place.'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T02:33:58.794247", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 75, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['E arly signs of memory impairment with behavioral symptoms. C linical D ementia R ating (CDR) score of 1.5. C aregiver reports increasing difficulty with complex tasks.'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T02:33:58.796159", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 75, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['P atient presents with progressive muscular weakness. F orced V ital C apacity (FVC) at 65 % with declining respiratory function. ALS F unctional R ating S cale R evised (ALSFR S-R ) score: 38.'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T02:33:58.798022", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 75, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['B ulbar onset amyotrophic lateral sclerosis (ALS) with respiratory complications. F orced V ital C apacity (FVC) measurements show decline. ALS F unctional R ating S cale R evised (ALSFR S-R ) decreased from 42 to 35.'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T02:33:58.800066", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 75, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['P atient exhibits ritualistic behaviors and obsessive thoughts. Y-B OCS score: 28. S ignificant impact on per day functioning.'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T02:33:58.802058", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 75, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['S evere obsessive compulsive disorder (OCD) symptoms with compulsive checking behavior. Y-B OCS assessment indicates severe symptoms at 26.'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T02:33:58.803633", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 75, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['A dolescent with spinal curvature. C obb angle measurement of 45 degrees. S urgical correction being considered.'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T02:33:58.805313", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 75, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['P rogressive thoracic curve with 38-degree C obb angle. B race treatment initiated.'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T02:33:58.807620", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 75, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['P atient presents with resting tremor and bradykinesia. U nified P arkinson D isease R ating S cale (UPDRS) score: 45. S tarted on levodopa treatment.'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T02:33:58.809834", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 75, "message": "Prediction failed: Expected 2D array, got 1D array instead:\narray=['P rogressive parkinsonian symptoms with rigidity. H oehn and Y ahr stage 2. M otor symptoms predominant.'].\nReshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.", "taskName": null}
{"timestamp": "2025-02-23T02:40:40.730161", "level": "INFO", "name": "main", "module": "main", "function": "initialize", "line": 40, "message": "Model loaded successfully", "taskName": null}
{"timestamp": "2025-02-23T02:40:40.730610", "level": "INFO", "name": "src.preprocessing.preprocessing", "module": "preprocessing", "function": "add_step", "line": 233, "message": "Added preprocessing step: whitespace_normalizer", "taskName": null}
{"timestamp": "2025-02-23T02:40:40.730763", "level": "INFO", "name": "src.preprocessing.preprocessing", "module": "preprocessing", "function": "add_step", "line": 233, "message": "Added preprocessing step: length_normalizer", "taskName": null}
{"timestamp": "2025-02-23T02:40:40.730890", "level": "INFO", "name": "src.preprocessing.preprocessing", "module": "preprocessing", "function": "add_step", "line": 233, "message": "Added preprocessing step: special_character_cleaner", "taskName": null}
{"timestamp": "2025-02-23T02:40:40.731014", "level": "INFO", "name": "src.preprocessing.preprocessing", "module": "preprocessing", "function": "add_step", "line": 233, "message": "Added preprocessing step: medical_score_processor", "taskName": null}
{"timestamp": "2025-02-23T02:40:40.731129", "level": "INFO", "name": "src.preprocessing.preprocessing", "module": "preprocessing", "function": "add_step", "line": 233, "message": "Added preprocessing step: medical_abbreviation_normalizer", "taskName": null}
{"timestamp": "2025-02-23T02:40:40.731232", "level": "INFO", "name": "src.preprocessing.preprocessing", "module": "preprocessing", "function": "add_step", "line": 233, "message": "Added preprocessing step: medical_term_standardizer", "taskName": null}
{"timestamp": "2025-02-23T02:40:40.731328", "level": "INFO", "name": "src.preprocessing.preprocessing", "module": "preprocessing", "function": "add_step", "line": 233, "message": "Added preprocessing step: medical_tokenizer", "taskName": null}
{"timestamp": "2025-02-23T02:40:40.731364", "level": "INFO", "name": "main", "module": "main", "function": "initialize", "line": 44, "message": "Preprocessor initialized", "taskName": null}
{"timestamp": "2025-02-23T02:40:40.731406", "level": "INFO", "name": "main", "module": "main", "function": "initialize", "line": 49, "message": "New vectorizer initialized", "taskName": null}
{"timestamp": "2025-02-23T02:40:51.632119", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 96, "message": "Prediction failed: 'TfidfVectorizer' object has no attribute 'vocabulary_'", "taskName": null}
{"timestamp": "2025-02-23T02:40:51.634439", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 96, "message": "Prediction failed: 'TfidfVectorizer' object has no attribute 'vocabulary_'", "taskName": null}
{"timestamp": "2025-02-23T02:40:51.636872", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 96, "message": "Prediction failed: 'TfidfVectorizer' object has no attribute 'vocabulary_'", "taskName": null}
{"timestamp": "2025-02-23T02:40:51.638630", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 96, "message": "Prediction failed: 'TfidfVectorizer' object has no attribute 'vocabulary_'", "taskName": null}
{"timestamp": "2025-02-23T02:40:51.640415", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 96, "message": "Prediction failed: 'TfidfVectorizer' object has no attribute 'vocabulary_'", "taskName": null}
{"timestamp": "2025-02-23T02:40:51.642220", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 96, "message": "Prediction failed: 'TfidfVectorizer' object has no attribute 'vocabulary_'", "taskName": null}
{"timestamp": "2025-02-23T02:40:51.643822", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 96, "message": "Prediction failed: 'TfidfVectorizer' object has no attribute 'vocabulary_'", "taskName": null}
{"timestamp": "2025-02-23T02:40:51.645520", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 96, "message": "Prediction failed: 'TfidfVectorizer' object has no attribute 'vocabulary_'", "taskName": null}
{"timestamp": "2025-02-23T02:40:51.647047", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 96, "message": "Prediction failed: 'TfidfVectorizer' object has no attribute 'vocabulary_'", "taskName": null}
{"timestamp": "2025-02-23T02:40:51.648802", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 96, "message": "Prediction failed: 'TfidfVectorizer' object has no attribute 'vocabulary_'", "taskName": null}
{"timestamp": "2025-02-23T03:47:14.513523", "level": "INFO", "name": "main", "module": "main", "function": "initialize", "line": 32, "message": "Model pipeline loaded successfully", "taskName": null}
{"timestamp": "2025-02-23T03:47:14.513886", "level": "ERROR", "name": "main", "module": "main", "function": "initialize", "line": 45, "message": "Initialization failed: argument of type 'VotingClassifier' is not iterable", "taskName": null}
{"timestamp": "2025-02-23T03:51:06.565770", "level": "INFO", "name": "main", "module": "main", "function": "initialize", "line": 33, "message": "Model loaded successfully", "taskName": null}
{"timestamp": "2025-02-23T03:51:06.566181", "level": "INFO", "name": "src.preprocessing.preprocessing", "module": "preprocessing", "function": "add_step", "line": 233, "message": "Added preprocessing step: whitespace_normalizer", "taskName": null}
{"timestamp": "2025-02-23T03:51:06.566325", "level": "INFO", "name": "src.preprocessing.preprocessing", "module": "preprocessing", "function": "add_step", "line": 233, "message": "Added preprocessing step: length_normalizer", "taskName": null}
{"timestamp": "2025-02-23T03:51:06.566449", "level": "INFO", "name": "src.preprocessing.preprocessing", "module": "preprocessing", "function": "add_step", "line": 233, "message": "Added preprocessing step: special_character_cleaner", "taskName": null}
{"timestamp": "2025-02-23T03:51:06.566562", "level": "INFO", "name": "src.preprocessing.preprocessing", "module": "preprocessing", "function": "add_step", "line": 233, "message": "Added preprocessing step: medical_score_processor", "taskName": null}
{"timestamp": "2025-02-23T03:51:06.566666", "level": "INFO", "name": "src.preprocessing.preprocessing", "module": "preprocessing", "function": "add_step", "line": 233, "message": "Added preprocessing step: medical_abbreviation_normalizer", "taskName": null}
{"timestamp": "2025-02-23T03:51:06.566769", "level": "INFO", "name": "src.preprocessing.preprocessing", "module": "preprocessing", "function": "add_step", "line": 233, "message": "Added preprocessing step: medical_term_standardizer", "taskName": null}
{"timestamp": "2025-02-23T03:51:06.569783", "level": "INFO", "name": "src.preprocessing.preprocessing", "module": "preprocessing", "function": "add_step", "line": 233, "message": "Added preprocessing step: domain_specific_stopword_handler", "taskName": null}
{"timestamp": "2025-02-23T03:51:06.569951", "level": "INFO", "name": "src.preprocessing.preprocessing", "module": "preprocessing", "function": "add_step", "line": 233, "message": "Added preprocessing step: medical_tokenizer", "taskName": null}
{"timestamp": "2025-02-23T03:51:06.570165", "level": "INFO", "name": "main", "module": "main", "function": "initialize", "line": 43, "message": "Feature extractor initialized", "taskName": null}
{"timestamp": "2025-02-23T03:51:27.892749", "level": "INFO", "name": "MedicalTextFeatureExtractor", "module": "tfidf_features", "function": "transform", "line": 204, "message": "Transforming texts to features", "taskName": null}
{"timestamp": "2025-02-23T03:51:27.895892", "level": "INFO", "name": "MedicalTfidfVectorizer", "module": "tfidf_features", "function": "transform", "line": 132, "message": "Transforming texts to TF-IDF features", "taskName": null}
{"timestamp": "2025-02-23T03:51:27.895999", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 77, "message": "Prediction failed: The TF-IDF vectorizer is not fitted", "taskName": null}
{"timestamp": "2025-02-23T03:51:27.898001", "level": "INFO", "name": "MedicalTextFeatureExtractor", "module": "tfidf_features", "function": "transform", "line": 204, "message": "Transforming texts to features", "taskName": null}
{"timestamp": "2025-02-23T03:51:27.898470", "level": "INFO", "name": "MedicalTfidfVectorizer", "module": "tfidf_features", "function": "transform", "line": 132, "message": "Transforming texts to TF-IDF features", "taskName": null}
{"timestamp": "2025-02-23T03:51:27.898521", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 77, "message": "Prediction failed: The TF-IDF vectorizer is not fitted", "taskName": null}
{"timestamp": "2025-02-23T03:51:27.900991", "level": "INFO", "name": "MedicalTextFeatureExtractor", "module": "tfidf_features", "function": "transform", "line": 204, "message": "Transforming texts to features", "taskName": null}
{"timestamp": "2025-02-23T03:51:27.901587", "level": "INFO", "name": "MedicalTfidfVectorizer", "module": "tfidf_features", "function": "transform", "line": 132, "message": "Transforming texts to TF-IDF features", "taskName": null}
{"timestamp": "2025-02-23T03:51:27.901639", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 77, "message": "Prediction failed: The TF-IDF vectorizer is not fitted", "taskName": null}
{"timestamp": "2025-02-23T03:51:27.903356", "level": "INFO", "name": "MedicalTextFeatureExtractor", "module": "tfidf_features", "function": "transform", "line": 204, "message": "Transforming texts to features", "taskName": null}
{"timestamp": "2025-02-23T03:51:27.903913", "level": "INFO", "name": "MedicalTfidfVectorizer", "module": "tfidf_features", "function": "transform", "line": 132, "message": "Transforming texts to TF-IDF features", "taskName": null}
{"timestamp": "2025-02-23T03:51:27.903965", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 77, "message": "Prediction failed: The TF-IDF vectorizer is not fitted", "taskName": null}
{"timestamp": "2025-02-23T03:51:27.905412", "level": "INFO", "name": "MedicalTextFeatureExtractor", "module": "tfidf_features", "function": "transform", "line": 204, "message": "Transforming texts to features", "taskName": null}
{"timestamp": "2025-02-23T03:51:27.905833", "level": "INFO", "name": "MedicalTfidfVectorizer", "module": "tfidf_features", "function": "transform", "line": 132, "message": "Transforming texts to TF-IDF features", "taskName": null}
{"timestamp": "2025-02-23T03:51:27.905876", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 77, "message": "Prediction failed: The TF-IDF vectorizer is not fitted", "taskName": null}
{"timestamp": "2025-02-23T03:51:27.907373", "level": "INFO", "name": "MedicalTextFeatureExtractor", "module": "tfidf_features", "function": "transform", "line": 204, "message": "Transforming texts to features", "taskName": null}
{"timestamp": "2025-02-23T03:51:27.907766", "level": "INFO", "name": "MedicalTfidfVectorizer", "module": "tfidf_features", "function": "transform", "line": 132, "message": "Transforming texts to TF-IDF features", "taskName": null}
{"timestamp": "2025-02-23T03:51:27.907808", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 77, "message": "Prediction failed: The TF-IDF vectorizer is not fitted", "taskName": null}
{"timestamp": "2025-02-23T03:51:27.909306", "level": "INFO", "name": "MedicalTextFeatureExtractor", "module": "tfidf_features", "function": "transform", "line": 204, "message": "Transforming texts to features", "taskName": null}
{"timestamp": "2025-02-23T03:51:27.909667", "level": "INFO", "name": "MedicalTfidfVectorizer", "module": "tfidf_features", "function": "transform", "line": 132, "message": "Transforming texts to TF-IDF features", "taskName": null}
{"timestamp": "2025-02-23T03:51:27.909704", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 77, "message": "Prediction failed: The TF-IDF vectorizer is not fitted", "taskName": null}
{"timestamp": "2025-02-23T03:51:27.910989", "level": "INFO", "name": "MedicalTextFeatureExtractor", "module": "tfidf_features", "function": "transform", "line": 204, "message": "Transforming texts to features", "taskName": null}
{"timestamp": "2025-02-23T03:51:27.911349", "level": "INFO", "name": "MedicalTfidfVectorizer", "module": "tfidf_features", "function": "transform", "line": 132, "message": "Transforming texts to TF-IDF features", "taskName": null}
{"timestamp": "2025-02-23T03:51:27.911399", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 77, "message": "Prediction failed: The TF-IDF vectorizer is not fitted", "taskName": null}
{"timestamp": "2025-02-23T03:51:27.912775", "level": "INFO", "name": "MedicalTextFeatureExtractor", "module": "tfidf_features", "function": "transform", "line": 204, "message": "Transforming texts to features", "taskName": null}
{"timestamp": "2025-02-23T03:51:27.913203", "level": "INFO", "name": "MedicalTfidfVectorizer", "module": "tfidf_features", "function": "transform", "line": 132, "message": "Transforming texts to TF-IDF features", "taskName": null}
{"timestamp": "2025-02-23T03:51:27.913252", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 77, "message": "Prediction failed: The TF-IDF vectorizer is not fitted", "taskName": null}
{"timestamp": "2025-02-23T03:51:27.914481", "level": "INFO", "name": "MedicalTextFeatureExtractor", "module": "tfidf_features", "function": "transform", "line": 204, "message": "Transforming texts to features", "taskName": null}
{"timestamp": "2025-02-23T03:51:27.914828", "level": "INFO", "name": "MedicalTfidfVectorizer", "module": "tfidf_features", "function": "transform", "line": 132, "message": "Transforming texts to TF-IDF features", "taskName": null}
{"timestamp": "2025-02-23T03:51:27.914867", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 77, "message": "Prediction failed: The TF-IDF vectorizer is not fitted", "taskName": null}
{"timestamp": "2025-02-23T04:04:11.136171", "level": "INFO", "name": "main", "module": "main", "function": "initialize", "line": 31, "message": "Model pipeline loaded successfully", "taskName": null}
{"timestamp": "2025-02-23T04:04:11.136653", "level": "INFO", "name": "src.preprocessing.preprocessing", "module": "preprocessing", "function": "add_step", "line": 233, "message": "Added preprocessing step: whitespace_normalizer", "taskName": null}
{"timestamp": "2025-02-23T04:04:11.136807", "level": "INFO", "name": "src.preprocessing.preprocessing", "module": "preprocessing", "function": "add_step", "line": 233, "message": "Added preprocessing step: length_normalizer", "taskName": null}
{"timestamp": "2025-02-23T04:04:11.136942", "level": "INFO", "name": "src.preprocessing.preprocessing", "module": "preprocessing", "function": "add_step", "line": 233, "message": "Added preprocessing step: special_character_cleaner", "taskName": null}
{"timestamp": "2025-02-23T04:04:11.137060", "level": "INFO", "name": "src.preprocessing.preprocessing", "module": "preprocessing", "function": "add_step", "line": 233, "message": "Added preprocessing step: medical_score_processor", "taskName": null}
{"timestamp": "2025-02-23T04:04:11.137191", "level": "INFO", "name": "src.preprocessing.preprocessing", "module": "preprocessing", "function": "add_step", "line": 233, "message": "Added preprocessing step: medical_abbreviation_normalizer", "taskName": null}
{"timestamp": "2025-02-23T04:04:11.137302", "level": "INFO", "name": "src.preprocessing.preprocessing", "module": "preprocessing", "function": "add_step", "line": 233, "message": "Added preprocessing step: medical_term_standardizer", "taskName": null}
{"timestamp": "2025-02-23T04:04:11.137400", "level": "INFO", "name": "src.preprocessing.preprocessing", "module": "preprocessing", "function": "add_step", "line": 233, "message": "Added preprocessing step: medical_tokenizer", "taskName": null}
{"timestamp": "2025-02-23T04:04:11.137433", "level": "INFO", "name": "main", "module": "main", "function": "initialize", "line": 41, "message": "Preprocessor initialized", "taskName": null}
{"timestamp": "2025-02-23T04:04:26.917798", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 84, "message": "Prediction failed: X has 1000 features, but BaggingClassifier is expecting 1017 features as input.", "taskName": null}
{"timestamp": "2025-02-23T04:04:26.920432", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 84, "message": "Prediction failed: X has 1000 features, but BaggingClassifier is expecting 1017 features as input.", "taskName": null}
{"timestamp": "2025-02-23T04:04:26.923622", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 84, "message": "Prediction failed: X has 1000 features, but BaggingClassifier is expecting 1017 features as input.", "taskName": null}
{"timestamp": "2025-02-23T04:04:26.926071", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 84, "message": "Prediction failed: X has 1000 features, but BaggingClassifier is expecting 1017 features as input.", "taskName": null}
{"timestamp": "2025-02-23T04:04:26.928243", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 84, "message": "Prediction failed: X has 1000 features, but BaggingClassifier is expecting 1017 features as input.", "taskName": null}
{"timestamp": "2025-02-23T04:04:26.930173", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 84, "message": "Prediction failed: X has 1000 features, but BaggingClassifier is expecting 1017 features as input.", "taskName": null}
{"timestamp": "2025-02-23T04:04:26.932258", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 84, "message": "Prediction failed: X has 1000 features, but BaggingClassifier is expecting 1017 features as input.", "taskName": null}
{"timestamp": "2025-02-23T04:04:26.934153", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 84, "message": "Prediction failed: X has 1000 features, but BaggingClassifier is expecting 1017 features as input.", "taskName": null}
{"timestamp": "2025-02-23T04:04:26.936093", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 84, "message": "Prediction failed: X has 1000 features, but BaggingClassifier is expecting 1017 features as input.", "taskName": null}
{"timestamp": "2025-02-23T04:04:26.937944", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 84, "message": "Prediction failed: X has 1000 features, but BaggingClassifier is expecting 1017 features as input.", "taskName": null}
{"timestamp": "2025-02-23T04:28:15.932252", "level": "ERROR", "name": "main", "module": "main", "function": "initialize", "line": 44, "message": "Initialization failed: ", "taskName": null}
{"timestamp": "2025-02-23T04:28:52.679519", "level": "ERROR", "name": "main", "module": "main", "function": "initialize", "line": 40, "message": "Initialization failed: ", "taskName": null}
{"timestamp": "2025-02-23T04:29:20.665276", "level": "ERROR", "name": "main", "module": "main", "function": "initialize", "line": 45, "message": "Initialization failed: ", "taskName": null}
{"timestamp": "2025-02-23T04:29:55.855605", "level": "ERROR", "name": "main", "module": "main", "function": "initialize", "line": 52, "message": "Initialization failed: ", "taskName": null}
{"timestamp": "2025-02-23T04:30:06.656032", "level": "ERROR", "name": "main", "module": "main", "function": "initialize", "line": 52, "message": "Initialization failed: ", "taskName": null}
{"timestamp": "2025-02-23T04:30:36.345400", "level": "ERROR", "name": "main", "module": "main", "function": "initialize", "line": 39, "message": "Initialization failed: ", "taskName": null}
{"timestamp": "2025-02-23T04:31:02.715012", "level": "ERROR", "name": "main", "module": "main", "function": "initialize", "line": 46, "message": "Initialization failed: ", "taskName": null}
{"timestamp": "2025-02-23T08:22:22.728800", "level": "INFO", "name": "main", "module": "main", "function": "initialize", "line": 34, "message": "Looking for model at: /Users/ferhatsarikaya/Desktop/Git/ml-recruitment-master/src/models/model.joblib", "taskName": null}
{"timestamp": "2025-02-23T08:22:22.729555", "level": "INFO", "name": "main", "module": "main", "function": "initialize", "line": 41, "message": "Model file found, loading...", "taskName": null}
{"timestamp": "2025-02-23T08:22:22.954296", "level": "ERROR", "name": "main", "module": "main", "function": "initialize", "line": 69, "message": "Initialization failed with error: ", "taskName": null}
{"timestamp": "2025-02-23T08:22:22.954372", "level": "ERROR", "name": "main", "module": "main", "function": "initialize", "line": 70, "message": "Traceback: Traceback (most recent call last):\n  File \"/Users/ferhatsarikaya/Desktop/Git/ml-recruitment-master/main.py\", line 44, in initialize\n    self.pipeline = joblib.load(self.model_path)\n                    ^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/ferhatsarikaya/Desktop/Git/ml-recruitment-master/.venv/lib/python3.12/site-packages/joblib/numpy_pickle.py\", line 658, in load\n    obj = _unpickle(fobj, filename, mmap_mode)\n          ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/ferhatsarikaya/Desktop/Git/ml-recruitment-master/.venv/lib/python3.12/site-packages/joblib/numpy_pickle.py\", line 577, in _unpickle\n    obj = unpickler.load()\n          ^^^^^^^^^^^^^^^^\n  File \"/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/pickle.py\", line 1203, in load\n    raise EOFError\nEOFError\n", "taskName": null}
{"timestamp": "2025-02-23T08:22:22.954611", "level": "ERROR", "name": "main", "module": "main", "function": "__init__", "line": 27, "message": "Initialization failed with error: ", "taskName": null}
{"timestamp": "2025-02-23T08:22:22.954647", "level": "ERROR", "name": "main", "module": "main", "function": "__init__", "line": 28, "message": "Traceback: Traceback (most recent call last):\n  File \"/Users/ferhatsarikaya/Desktop/Git/ml-recruitment-master/main.py\", line 23, in __init__\n    self.initialize()\n  File \"/Users/ferhatsarikaya/Desktop/Git/ml-recruitment-master/main.py\", line 44, in initialize\n    self.pipeline = joblib.load(self.model_path)\n                    ^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/ferhatsarikaya/Desktop/Git/ml-recruitment-master/.venv/lib/python3.12/site-packages/joblib/numpy_pickle.py\", line 658, in load\n    obj = _unpickle(fobj, filename, mmap_mode)\n          ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/ferhatsarikaya/Desktop/Git/ml-recruitment-master/.venv/lib/python3.12/site-packages/joblib/numpy_pickle.py\", line 577, in _unpickle\n    obj = unpickler.load()\n          ^^^^^^^^^^^^^^^^\n  File \"/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/pickle.py\", line 1203, in load\n    raise EOFError\nEOFError\n", "taskName": null}
{"timestamp": "2025-02-23T08:22:22.954699", "level": "ERROR", "name": "main", "module": "main", "function": "<module>", "line": 79, "message": "Failed to initialize PredictionService: ", "taskName": null}
{"timestamp": "2025-02-23T08:30:21.875240", "level": "INFO", "name": "main", "module": "main", "function": "initialize", "line": 34, "message": "Looking for model at: /Users/ferhatsarikaya/Desktop/Git/ml-recruitment-master/src/models/model.joblib", "taskName": null}
{"timestamp": "2025-02-23T08:30:21.876437", "level": "INFO", "name": "main", "module": "main", "function": "initialize", "line": 41, "message": "Model file found, loading...", "taskName": null}
{"timestamp": "2025-02-23T08:30:22.067317", "level": "INFO", "name": "main", "module": "main", "function": "initialize", "line": 45, "message": "Model pipeline loaded successfully", "taskName": null}
{"timestamp": "2025-02-23T08:30:22.067419", "level": "INFO", "name": "main", "module": "main", "function": "initialize", "line": 48, "message": "Pipeline contents:", "taskName": null}
{"timestamp": "2025-02-23T08:30:22.067537", "level": "INFO", "name": "main", "module": "main", "function": "initialize", "line": 50, "message": "- Found component: model", "taskName": null}
{"timestamp": "2025-02-23T08:30:22.067589", "level": "INFO", "name": "main", "module": "main", "function": "initialize", "line": 50, "message": "- Found component: vectorizer", "taskName": null}
{"timestamp": "2025-02-23T08:30:22.067624", "level": "INFO", "name": "main", "module": "main", "function": "initialize", "line": 50, "message": "- Found component: scaler", "taskName": null}
{"timestamp": "2025-02-23T08:30:22.067652", "level": "INFO", "name": "main", "module": "main", "function": "initialize", "line": 50, "message": "- Found component: feature_dim", "taskName": null}
{"timestamp": "2025-02-23T08:30:22.067679", "level": "INFO", "name": "main", "module": "main", "function": "initialize", "line": 50, "message": "- Found component: metadata", "taskName": null}
{"timestamp": "2025-02-23T08:30:22.067707", "level": "INFO", "name": "main", "module": "main", "function": "initialize", "line": 59, "message": "Initializing preprocessor...", "taskName": null}
{"timestamp": "2025-02-23T08:30:22.068229", "level": "INFO", "name": "src.preprocessing.preprocessing", "module": "preprocessing", "function": "add_step", "line": 233, "message": "Added preprocessing step: whitespace_normalizer", "taskName": null}
{"timestamp": "2025-02-23T08:30:22.068372", "level": "INFO", "name": "src.preprocessing.preprocessing", "module": "preprocessing", "function": "add_step", "line": 233, "message": "Added preprocessing step: length_normalizer", "taskName": null}
{"timestamp": "2025-02-23T08:30:22.068488", "level": "INFO", "name": "src.preprocessing.preprocessing", "module": "preprocessing", "function": "add_step", "line": 233, "message": "Added preprocessing step: special_character_cleaner", "taskName": null}
{"timestamp": "2025-02-23T08:30:22.068595", "level": "INFO", "name": "src.preprocessing.preprocessing", "module": "preprocessing", "function": "add_step", "line": 233, "message": "Added preprocessing step: medical_score_processor", "taskName": null}
{"timestamp": "2025-02-23T08:30:22.068715", "level": "INFO", "name": "src.preprocessing.preprocessing", "module": "preprocessing", "function": "add_step", "line": 233, "message": "Added preprocessing step: medical_abbreviation_normalizer", "taskName": null}
{"timestamp": "2025-02-23T08:30:22.068817", "level": "INFO", "name": "src.preprocessing.preprocessing", "module": "preprocessing", "function": "add_step", "line": 233, "message": "Added preprocessing step: medical_term_standardizer", "taskName": null}
{"timestamp": "2025-02-23T08:30:22.068913", "level": "INFO", "name": "src.preprocessing.preprocessing", "module": "preprocessing", "function": "add_step", "line": 233, "message": "Added preprocessing step: medical_tokenizer", "taskName": null}
{"timestamp": "2025-02-23T08:30:22.068942", "level": "INFO", "name": "main", "module": "main", "function": "initialize", "line": 61, "message": "Preprocessor initialized successfully", "taskName": null}
{"timestamp": "2025-02-23T08:30:22.068969", "level": "INFO", "name": "main", "module": "main", "function": "initialize", "line": 64, "message": "Expected feature dimension: 1017", "taskName": null}
{"timestamp": "2025-02-23T08:30:22.068996", "level": "INFO", "name": "main", "module": "main", "function": "initialize", "line": 65, "message": "Vectorizer vocabulary size: 1017", "taskName": null}
{"timestamp": "2025-02-23T08:30:22.069037", "level": "INFO", "name": "main", "module": "main", "function": "<module>", "line": 77, "message": "PredictionService initialized successfully", "taskName": null}
{"timestamp": "2025-02-23T08:30:35.540239", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 144, "message": "Prediction failed: 'PredictionService' object has no attribute 'predict'", "taskName": null}
{"timestamp": "2025-02-23T08:30:35.540298", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Traceback: Traceback (most recent call last):\n  File \"/Users/ferhatsarikaya/Desktop/Git/ml-recruitment-master/main.py\", line 133, in predict\n    result = prediction_service.predict(data['description'])\n             ^^^^^^^^^^^^^^^^^^^^^^^^^^\nAttributeError: 'PredictionService' object has no attribute 'predict'\n", "taskName": null}
{"timestamp": "2025-02-23T08:30:35.542318", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 144, "message": "Prediction failed: 'PredictionService' object has no attribute 'predict'", "taskName": null}
{"timestamp": "2025-02-23T08:30:35.542361", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Traceback: Traceback (most recent call last):\n  File \"/Users/ferhatsarikaya/Desktop/Git/ml-recruitment-master/main.py\", line 133, in predict\n    result = prediction_service.predict(data['description'])\n             ^^^^^^^^^^^^^^^^^^^^^^^^^^\nAttributeError: 'PredictionService' object has no attribute 'predict'\n", "taskName": null}
{"timestamp": "2025-02-23T08:30:35.544070", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 144, "message": "Prediction failed: 'PredictionService' object has no attribute 'predict'", "taskName": null}
{"timestamp": "2025-02-23T08:30:35.544116", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Traceback: Traceback (most recent call last):\n  File \"/Users/ferhatsarikaya/Desktop/Git/ml-recruitment-master/main.py\", line 133, in predict\n    result = prediction_service.predict(data['description'])\n             ^^^^^^^^^^^^^^^^^^^^^^^^^^\nAttributeError: 'PredictionService' object has no attribute 'predict'\n", "taskName": null}
{"timestamp": "2025-02-23T08:30:35.546093", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 144, "message": "Prediction failed: 'PredictionService' object has no attribute 'predict'", "taskName": null}
{"timestamp": "2025-02-23T08:30:35.546132", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Traceback: Traceback (most recent call last):\n  File \"/Users/ferhatsarikaya/Desktop/Git/ml-recruitment-master/main.py\", line 133, in predict\n    result = prediction_service.predict(data['description'])\n             ^^^^^^^^^^^^^^^^^^^^^^^^^^\nAttributeError: 'PredictionService' object has no attribute 'predict'\n", "taskName": null}
{"timestamp": "2025-02-23T08:30:35.547725", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 144, "message": "Prediction failed: 'PredictionService' object has no attribute 'predict'", "taskName": null}
{"timestamp": "2025-02-23T08:30:35.547767", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Traceback: Traceback (most recent call last):\n  File \"/Users/ferhatsarikaya/Desktop/Git/ml-recruitment-master/main.py\", line 133, in predict\n    result = prediction_service.predict(data['description'])\n             ^^^^^^^^^^^^^^^^^^^^^^^^^^\nAttributeError: 'PredictionService' object has no attribute 'predict'\n", "taskName": null}
{"timestamp": "2025-02-23T08:30:35.549293", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 144, "message": "Prediction failed: 'PredictionService' object has no attribute 'predict'", "taskName": null}
{"timestamp": "2025-02-23T08:30:35.549335", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Traceback: Traceback (most recent call last):\n  File \"/Users/ferhatsarikaya/Desktop/Git/ml-recruitment-master/main.py\", line 133, in predict\n    result = prediction_service.predict(data['description'])\n             ^^^^^^^^^^^^^^^^^^^^^^^^^^\nAttributeError: 'PredictionService' object has no attribute 'predict'\n", "taskName": null}
{"timestamp": "2025-02-23T08:30:35.551095", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 144, "message": "Prediction failed: 'PredictionService' object has no attribute 'predict'", "taskName": null}
{"timestamp": "2025-02-23T08:30:35.551157", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Traceback: Traceback (most recent call last):\n  File \"/Users/ferhatsarikaya/Desktop/Git/ml-recruitment-master/main.py\", line 133, in predict\n    result = prediction_service.predict(data['description'])\n             ^^^^^^^^^^^^^^^^^^^^^^^^^^\nAttributeError: 'PredictionService' object has no attribute 'predict'\n", "taskName": null}
{"timestamp": "2025-02-23T08:30:35.553710", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 144, "message": "Prediction failed: 'PredictionService' object has no attribute 'predict'", "taskName": null}
{"timestamp": "2025-02-23T08:30:35.553781", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Traceback: Traceback (most recent call last):\n  File \"/Users/ferhatsarikaya/Desktop/Git/ml-recruitment-master/main.py\", line 133, in predict\n    result = prediction_service.predict(data['description'])\n             ^^^^^^^^^^^^^^^^^^^^^^^^^^\nAttributeError: 'PredictionService' object has no attribute 'predict'\n", "taskName": null}
{"timestamp": "2025-02-23T08:30:35.555597", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 144, "message": "Prediction failed: 'PredictionService' object has no attribute 'predict'", "taskName": null}
{"timestamp": "2025-02-23T08:30:35.555662", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Traceback: Traceback (most recent call last):\n  File \"/Users/ferhatsarikaya/Desktop/Git/ml-recruitment-master/main.py\", line 133, in predict\n    result = prediction_service.predict(data['description'])\n             ^^^^^^^^^^^^^^^^^^^^^^^^^^\nAttributeError: 'PredictionService' object has no attribute 'predict'\n", "taskName": null}
{"timestamp": "2025-02-23T08:30:35.557156", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 144, "message": "Prediction failed: 'PredictionService' object has no attribute 'predict'", "taskName": null}
{"timestamp": "2025-02-23T08:30:35.557195", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Traceback: Traceback (most recent call last):\n  File \"/Users/ferhatsarikaya/Desktop/Git/ml-recruitment-master/main.py\", line 133, in predict\n    result = prediction_service.predict(data['description'])\n             ^^^^^^^^^^^^^^^^^^^^^^^^^^\nAttributeError: 'PredictionService' object has no attribute 'predict'\n", "taskName": null}
{"timestamp": "2025-02-23T08:31:27.876615", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 144, "message": "Prediction failed: 'PredictionService' object has no attribute 'predict'", "taskName": null}
{"timestamp": "2025-02-23T08:31:27.876687", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Traceback: Traceback (most recent call last):\n  File \"/Users/ferhatsarikaya/Desktop/Git/ml-recruitment-master/main.py\", line 133, in predict\n    result = prediction_service.predict(data['description'])\n             ^^^^^^^^^^^^^^^^^^^^^^^^^^\nAttributeError: 'PredictionService' object has no attribute 'predict'\n", "taskName": null}
{"timestamp": "2025-02-23T08:31:27.878563", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 144, "message": "Prediction failed: 'PredictionService' object has no attribute 'predict'", "taskName": null}
{"timestamp": "2025-02-23T08:31:27.878622", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Traceback: Traceback (most recent call last):\n  File \"/Users/ferhatsarikaya/Desktop/Git/ml-recruitment-master/main.py\", line 133, in predict\n    result = prediction_service.predict(data['description'])\n             ^^^^^^^^^^^^^^^^^^^^^^^^^^\nAttributeError: 'PredictionService' object has no attribute 'predict'\n", "taskName": null}
{"timestamp": "2025-02-23T08:31:27.880722", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 144, "message": "Prediction failed: 'PredictionService' object has no attribute 'predict'", "taskName": null}
{"timestamp": "2025-02-23T08:31:27.880803", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Traceback: Traceback (most recent call last):\n  File \"/Users/ferhatsarikaya/Desktop/Git/ml-recruitment-master/main.py\", line 133, in predict\n    result = prediction_service.predict(data['description'])\n             ^^^^^^^^^^^^^^^^^^^^^^^^^^\nAttributeError: 'PredictionService' object has no attribute 'predict'\n", "taskName": null}
{"timestamp": "2025-02-23T08:31:27.883117", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 144, "message": "Prediction failed: 'PredictionService' object has no attribute 'predict'", "taskName": null}
{"timestamp": "2025-02-23T08:31:27.883191", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Traceback: Traceback (most recent call last):\n  File \"/Users/ferhatsarikaya/Desktop/Git/ml-recruitment-master/main.py\", line 133, in predict\n    result = prediction_service.predict(data['description'])\n             ^^^^^^^^^^^^^^^^^^^^^^^^^^\nAttributeError: 'PredictionService' object has no attribute 'predict'\n", "taskName": null}
{"timestamp": "2025-02-23T08:31:27.885126", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 144, "message": "Prediction failed: 'PredictionService' object has no attribute 'predict'", "taskName": null}
{"timestamp": "2025-02-23T08:31:27.885177", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Traceback: Traceback (most recent call last):\n  File \"/Users/ferhatsarikaya/Desktop/Git/ml-recruitment-master/main.py\", line 133, in predict\n    result = prediction_service.predict(data['description'])\n             ^^^^^^^^^^^^^^^^^^^^^^^^^^\nAttributeError: 'PredictionService' object has no attribute 'predict'\n", "taskName": null}
{"timestamp": "2025-02-23T08:31:27.886850", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 144, "message": "Prediction failed: 'PredictionService' object has no attribute 'predict'", "taskName": null}
{"timestamp": "2025-02-23T08:31:27.886891", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Traceback: Traceback (most recent call last):\n  File \"/Users/ferhatsarikaya/Desktop/Git/ml-recruitment-master/main.py\", line 133, in predict\n    result = prediction_service.predict(data['description'])\n             ^^^^^^^^^^^^^^^^^^^^^^^^^^\nAttributeError: 'PredictionService' object has no attribute 'predict'\n", "taskName": null}
{"timestamp": "2025-02-23T08:31:27.888468", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 144, "message": "Prediction failed: 'PredictionService' object has no attribute 'predict'", "taskName": null}
{"timestamp": "2025-02-23T08:31:27.888508", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Traceback: Traceback (most recent call last):\n  File \"/Users/ferhatsarikaya/Desktop/Git/ml-recruitment-master/main.py\", line 133, in predict\n    result = prediction_service.predict(data['description'])\n             ^^^^^^^^^^^^^^^^^^^^^^^^^^\nAttributeError: 'PredictionService' object has no attribute 'predict'\n", "taskName": null}
{"timestamp": "2025-02-23T08:31:27.889987", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 144, "message": "Prediction failed: 'PredictionService' object has no attribute 'predict'", "taskName": null}
{"timestamp": "2025-02-23T08:31:27.890028", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Traceback: Traceback (most recent call last):\n  File \"/Users/ferhatsarikaya/Desktop/Git/ml-recruitment-master/main.py\", line 133, in predict\n    result = prediction_service.predict(data['description'])\n             ^^^^^^^^^^^^^^^^^^^^^^^^^^\nAttributeError: 'PredictionService' object has no attribute 'predict'\n", "taskName": null}
{"timestamp": "2025-02-23T08:31:27.891622", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 144, "message": "Prediction failed: 'PredictionService' object has no attribute 'predict'", "taskName": null}
{"timestamp": "2025-02-23T08:31:27.891663", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Traceback: Traceback (most recent call last):\n  File \"/Users/ferhatsarikaya/Desktop/Git/ml-recruitment-master/main.py\", line 133, in predict\n    result = prediction_service.predict(data['description'])\n             ^^^^^^^^^^^^^^^^^^^^^^^^^^\nAttributeError: 'PredictionService' object has no attribute 'predict'\n", "taskName": null}
{"timestamp": "2025-02-23T08:31:27.893135", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 144, "message": "Prediction failed: 'PredictionService' object has no attribute 'predict'", "taskName": null}
{"timestamp": "2025-02-23T08:31:27.893172", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 145, "message": "Traceback: Traceback (most recent call last):\n  File \"/Users/ferhatsarikaya/Desktop/Git/ml-recruitment-master/main.py\", line 133, in predict\n    result = prediction_service.predict(data['description'])\n             ^^^^^^^^^^^^^^^^^^^^^^^^^^\nAttributeError: 'PredictionService' object has no attribute 'predict'\n", "taskName": null}
{"timestamp": "2025-02-23T08:37:50.390440", "level": "INFO", "name": "main", "module": "main", "function": "initialize", "line": 33, "message": "Looking for model at: /Users/ferhatsarikaya/Desktop/Git/ml-recruitment-master/src/models/model.joblib", "taskName": null}
{"timestamp": "2025-02-23T08:37:50.595128", "level": "INFO", "name": "main", "module": "main", "function": "initialize", "line": 41, "message": "Model pipeline loaded successfully", "taskName": null}
{"timestamp": "2025-02-23T08:37:50.595241", "level": "INFO", "name": "main", "module": "main", "function": "initialize", "line": 44, "message": "Pipeline contents:", "taskName": null}
{"timestamp": "2025-02-23T08:37:50.595280", "level": "INFO", "name": "main", "module": "main", "function": "initialize", "line": 46, "message": "- Found component: model", "taskName": null}
{"timestamp": "2025-02-23T08:37:50.595310", "level": "INFO", "name": "main", "module": "main", "function": "initialize", "line": 46, "message": "- Found component: vectorizer", "taskName": null}
{"timestamp": "2025-02-23T08:37:50.595338", "level": "INFO", "name": "main", "module": "main", "function": "initialize", "line": 46, "message": "- Found component: scaler", "taskName": null}
{"timestamp": "2025-02-23T08:37:50.595366", "level": "INFO", "name": "main", "module": "main", "function": "initialize", "line": 46, "message": "- Found component: feature_dim", "taskName": null}
{"timestamp": "2025-02-23T08:37:50.595392", "level": "INFO", "name": "main", "module": "main", "function": "initialize", "line": 46, "message": "- Found component: metadata", "taskName": null}
{"timestamp": "2025-02-23T08:37:50.595418", "level": "INFO", "name": "main", "module": "main", "function": "initialize", "line": 49, "message": "Initializing preprocessor...", "taskName": null}
{"timestamp": "2025-02-23T08:37:50.595824", "level": "INFO", "name": "src.preprocessing.preprocessing", "module": "preprocessing", "function": "add_step", "line": 233, "message": "Added preprocessing step: whitespace_normalizer", "taskName": null}
{"timestamp": "2025-02-23T08:37:50.595987", "level": "INFO", "name": "src.preprocessing.preprocessing", "module": "preprocessing", "function": "add_step", "line": 233, "message": "Added preprocessing step: length_normalizer", "taskName": null}
{"timestamp": "2025-02-23T08:37:50.596125", "level": "INFO", "name": "src.preprocessing.preprocessing", "module": "preprocessing", "function": "add_step", "line": 233, "message": "Added preprocessing step: special_character_cleaner", "taskName": null}
{"timestamp": "2025-02-23T08:37:50.596251", "level": "INFO", "name": "src.preprocessing.preprocessing", "module": "preprocessing", "function": "add_step", "line": 233, "message": "Added preprocessing step: medical_score_processor", "taskName": null}
{"timestamp": "2025-02-23T08:37:50.596366", "level": "INFO", "name": "src.preprocessing.preprocessing", "module": "preprocessing", "function": "add_step", "line": 233, "message": "Added preprocessing step: medical_abbreviation_normalizer", "taskName": null}
{"timestamp": "2025-02-23T08:37:50.596465", "level": "INFO", "name": "src.preprocessing.preprocessing", "module": "preprocessing", "function": "add_step", "line": 233, "message": "Added preprocessing step: medical_term_standardizer", "taskName": null}
{"timestamp": "2025-02-23T08:37:50.596561", "level": "INFO", "name": "src.preprocessing.preprocessing", "module": "preprocessing", "function": "add_step", "line": 233, "message": "Added preprocessing step: medical_tokenizer", "taskName": null}
{"timestamp": "2025-02-23T08:37:50.596590", "level": "INFO", "name": "main", "module": "main", "function": "initialize", "line": 51, "message": "Preprocessor initialized successfully", "taskName": null}
{"timestamp": "2025-02-23T08:37:50.596617", "level": "INFO", "name": "main", "module": "main", "function": "initialize", "line": 54, "message": "Expected feature dimension: 1017", "taskName": null}
{"timestamp": "2025-02-23T08:37:50.596645", "level": "INFO", "name": "main", "module": "main", "function": "initialize", "line": 55, "message": "Vectorizer vocabulary size: 1017", "taskName": null}
{"timestamp": "2025-02-23T08:37:50.596686", "level": "INFO", "name": "main", "module": "main", "function": "<module>", "line": 123, "message": "PredictionService initialized successfully", "taskName": null}
{"timestamp": "2025-02-23T08:38:01.040166", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 115, "message": "Prediction failed: 'voting_classifier'", "taskName": null}
{"timestamp": "2025-02-23T08:38:01.040240", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 116, "message": "Traceback: Traceback (most recent call last):\n  File \"/Users/ferhatsarikaya/Desktop/Git/ml-recruitment-master/main.py\", line 92, in predict\n    voting_model = self.pipeline['model']['voting_classifier']\n                   ~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^\nKeyError: 'voting_classifier'\n", "taskName": null}
{"timestamp": "2025-02-23T08:38:01.040399", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 189, "message": "Prediction failed: 'voting_classifier'", "taskName": null}
{"timestamp": "2025-02-23T08:38:01.040435", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 190, "message": "Traceback: Traceback (most recent call last):\n  File \"/Users/ferhatsarikaya/Desktop/Git/ml-recruitment-master/main.py\", line 178, in predict\n    result = prediction_service.predict(data['description'])\n             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/ferhatsarikaya/Desktop/Git/ml-recruitment-master/main.py\", line 92, in predict\n    voting_model = self.pipeline['model']['voting_classifier']\n                   ~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^\nKeyError: 'voting_classifier'\n", "taskName": null}
{"timestamp": "2025-02-23T08:38:01.043197", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 115, "message": "Prediction failed: 'voting_classifier'", "taskName": null}
{"timestamp": "2025-02-23T08:38:01.043263", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 116, "message": "Traceback: Traceback (most recent call last):\n  File \"/Users/ferhatsarikaya/Desktop/Git/ml-recruitment-master/main.py\", line 92, in predict\n    voting_model = self.pipeline['model']['voting_classifier']\n                   ~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^\nKeyError: 'voting_classifier'\n", "taskName": null}
{"timestamp": "2025-02-23T08:38:01.043406", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 189, "message": "Prediction failed: 'voting_classifier'", "taskName": null}
{"timestamp": "2025-02-23T08:38:01.043443", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 190, "message": "Traceback: Traceback (most recent call last):\n  File \"/Users/ferhatsarikaya/Desktop/Git/ml-recruitment-master/main.py\", line 178, in predict\n    result = prediction_service.predict(data['description'])\n             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/ferhatsarikaya/Desktop/Git/ml-recruitment-master/main.py\", line 92, in predict\n    voting_model = self.pipeline['model']['voting_classifier']\n                   ~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^\nKeyError: 'voting_classifier'\n", "taskName": null}
{"timestamp": "2025-02-23T08:38:01.046081", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 115, "message": "Prediction failed: 'voting_classifier'", "taskName": null}
{"timestamp": "2025-02-23T08:38:01.046133", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 116, "message": "Traceback: Traceback (most recent call last):\n  File \"/Users/ferhatsarikaya/Desktop/Git/ml-recruitment-master/main.py\", line 92, in predict\n    voting_model = self.pipeline['model']['voting_classifier']\n                   ~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^\nKeyError: 'voting_classifier'\n", "taskName": null}
{"timestamp": "2025-02-23T08:38:01.046266", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 189, "message": "Prediction failed: 'voting_classifier'", "taskName": null}
{"timestamp": "2025-02-23T08:38:01.046300", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 190, "message": "Traceback: Traceback (most recent call last):\n  File \"/Users/ferhatsarikaya/Desktop/Git/ml-recruitment-master/main.py\", line 178, in predict\n    result = prediction_service.predict(data['description'])\n             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/ferhatsarikaya/Desktop/Git/ml-recruitment-master/main.py\", line 92, in predict\n    voting_model = self.pipeline['model']['voting_classifier']\n                   ~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^\nKeyError: 'voting_classifier'\n", "taskName": null}
{"timestamp": "2025-02-23T08:38:01.048822", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 115, "message": "Prediction failed: 'voting_classifier'", "taskName": null}
{"timestamp": "2025-02-23T08:38:01.048864", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 116, "message": "Traceback: Traceback (most recent call last):\n  File \"/Users/ferhatsarikaya/Desktop/Git/ml-recruitment-master/main.py\", line 92, in predict\n    voting_model = self.pipeline['model']['voting_classifier']\n                   ~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^\nKeyError: 'voting_classifier'\n", "taskName": null}
{"timestamp": "2025-02-23T08:38:01.048988", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 189, "message": "Prediction failed: 'voting_classifier'", "taskName": null}
{"timestamp": "2025-02-23T08:38:01.049022", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 190, "message": "Traceback: Traceback (most recent call last):\n  File \"/Users/ferhatsarikaya/Desktop/Git/ml-recruitment-master/main.py\", line 178, in predict\n    result = prediction_service.predict(data['description'])\n             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/ferhatsarikaya/Desktop/Git/ml-recruitment-master/main.py\", line 92, in predict\n    voting_model = self.pipeline['model']['voting_classifier']\n                   ~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^\nKeyError: 'voting_classifier'\n", "taskName": null}
{"timestamp": "2025-02-23T08:38:01.051300", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 115, "message": "Prediction failed: 'voting_classifier'", "taskName": null}
{"timestamp": "2025-02-23T08:38:01.051342", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 116, "message": "Traceback: Traceback (most recent call last):\n  File \"/Users/ferhatsarikaya/Desktop/Git/ml-recruitment-master/main.py\", line 92, in predict\n    voting_model = self.pipeline['model']['voting_classifier']\n                   ~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^\nKeyError: 'voting_classifier'\n", "taskName": null}
{"timestamp": "2025-02-23T08:38:01.051460", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 189, "message": "Prediction failed: 'voting_classifier'", "taskName": null}
{"timestamp": "2025-02-23T08:38:01.051492", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 190, "message": "Traceback: Traceback (most recent call last):\n  File \"/Users/ferhatsarikaya/Desktop/Git/ml-recruitment-master/main.py\", line 178, in predict\n    result = prediction_service.predict(data['description'])\n             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/ferhatsarikaya/Desktop/Git/ml-recruitment-master/main.py\", line 92, in predict\n    voting_model = self.pipeline['model']['voting_classifier']\n                   ~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^\nKeyError: 'voting_classifier'\n", "taskName": null}
{"timestamp": "2025-02-23T08:38:01.053688", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 115, "message": "Prediction failed: 'voting_classifier'", "taskName": null}
{"timestamp": "2025-02-23T08:38:01.053744", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 116, "message": "Traceback: Traceback (most recent call last):\n  File \"/Users/ferhatsarikaya/Desktop/Git/ml-recruitment-master/main.py\", line 92, in predict\n    voting_model = self.pipeline['model']['voting_classifier']\n                   ~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^\nKeyError: 'voting_classifier'\n", "taskName": null}
{"timestamp": "2025-02-23T08:38:01.053872", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 189, "message": "Prediction failed: 'voting_classifier'", "taskName": null}
{"timestamp": "2025-02-23T08:38:01.053906", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 190, "message": "Traceback: Traceback (most recent call last):\n  File \"/Users/ferhatsarikaya/Desktop/Git/ml-recruitment-master/main.py\", line 178, in predict\n    result = prediction_service.predict(data['description'])\n             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/ferhatsarikaya/Desktop/Git/ml-recruitment-master/main.py\", line 92, in predict\n    voting_model = self.pipeline['model']['voting_classifier']\n                   ~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^\nKeyError: 'voting_classifier'\n", "taskName": null}
{"timestamp": "2025-02-23T08:38:01.056125", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 115, "message": "Prediction failed: 'voting_classifier'", "taskName": null}
{"timestamp": "2025-02-23T08:38:01.056171", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 116, "message": "Traceback: Traceback (most recent call last):\n  File \"/Users/ferhatsarikaya/Desktop/Git/ml-recruitment-master/main.py\", line 92, in predict\n    voting_model = self.pipeline['model']['voting_classifier']\n                   ~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^\nKeyError: 'voting_classifier'\n", "taskName": null}
{"timestamp": "2025-02-23T08:38:01.056292", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 189, "message": "Prediction failed: 'voting_classifier'", "taskName": null}
{"timestamp": "2025-02-23T08:38:01.056323", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 190, "message": "Traceback: Traceback (most recent call last):\n  File \"/Users/ferhatsarikaya/Desktop/Git/ml-recruitment-master/main.py\", line 178, in predict\n    result = prediction_service.predict(data['description'])\n             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/ferhatsarikaya/Desktop/Git/ml-recruitment-master/main.py\", line 92, in predict\n    voting_model = self.pipeline['model']['voting_classifier']\n                   ~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^\nKeyError: 'voting_classifier'\n", "taskName": null}
{"timestamp": "2025-02-23T08:38:01.058498", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 115, "message": "Prediction failed: 'voting_classifier'", "taskName": null}
{"timestamp": "2025-02-23T08:38:01.058544", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 116, "message": "Traceback: Traceback (most recent call last):\n  File \"/Users/ferhatsarikaya/Desktop/Git/ml-recruitment-master/main.py\", line 92, in predict\n    voting_model = self.pipeline['model']['voting_classifier']\n                   ~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^\nKeyError: 'voting_classifier'\n", "taskName": null}
{"timestamp": "2025-02-23T08:38:01.058660", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 189, "message": "Prediction failed: 'voting_classifier'", "taskName": null}
{"timestamp": "2025-02-23T08:38:01.058692", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 190, "message": "Traceback: Traceback (most recent call last):\n  File \"/Users/ferhatsarikaya/Desktop/Git/ml-recruitment-master/main.py\", line 178, in predict\n    result = prediction_service.predict(data['description'])\n             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/ferhatsarikaya/Desktop/Git/ml-recruitment-master/main.py\", line 92, in predict\n    voting_model = self.pipeline['model']['voting_classifier']\n                   ~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^\nKeyError: 'voting_classifier'\n", "taskName": null}
{"timestamp": "2025-02-23T08:38:01.060778", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 115, "message": "Prediction failed: 'voting_classifier'", "taskName": null}
{"timestamp": "2025-02-23T08:38:01.060827", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 116, "message": "Traceback: Traceback (most recent call last):\n  File \"/Users/ferhatsarikaya/Desktop/Git/ml-recruitment-master/main.py\", line 92, in predict\n    voting_model = self.pipeline['model']['voting_classifier']\n                   ~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^\nKeyError: 'voting_classifier'\n", "taskName": null}
{"timestamp": "2025-02-23T08:38:01.060959", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 189, "message": "Prediction failed: 'voting_classifier'", "taskName": null}
{"timestamp": "2025-02-23T08:38:01.060993", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 190, "message": "Traceback: Traceback (most recent call last):\n  File \"/Users/ferhatsarikaya/Desktop/Git/ml-recruitment-master/main.py\", line 178, in predict\n    result = prediction_service.predict(data['description'])\n             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/ferhatsarikaya/Desktop/Git/ml-recruitment-master/main.py\", line 92, in predict\n    voting_model = self.pipeline['model']['voting_classifier']\n                   ~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^\nKeyError: 'voting_classifier'\n", "taskName": null}
{"timestamp": "2025-02-23T08:38:01.063250", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 115, "message": "Prediction failed: 'voting_classifier'", "taskName": null}
{"timestamp": "2025-02-23T08:38:01.063307", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 116, "message": "Traceback: Traceback (most recent call last):\n  File \"/Users/ferhatsarikaya/Desktop/Git/ml-recruitment-master/main.py\", line 92, in predict\n    voting_model = self.pipeline['model']['voting_classifier']\n                   ~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^\nKeyError: 'voting_classifier'\n", "taskName": null}
{"timestamp": "2025-02-23T08:38:01.063446", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 189, "message": "Prediction failed: 'voting_classifier'", "taskName": null}
{"timestamp": "2025-02-23T08:38:01.063494", "level": "ERROR", "name": "main", "module": "main", "function": "predict", "line": 190, "message": "Traceback: Traceback (most recent call last):\n  File \"/Users/ferhatsarikaya/Desktop/Git/ml-recruitment-master/main.py\", line 178, in predict\n    result = prediction_service.predict(data['description'])\n             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/ferhatsarikaya/Desktop/Git/ml-recruitment-master/main.py\", line 92, in predict\n    voting_model = self.pipeline['model']['voting_classifier']\n                   ~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^\nKeyError: 'voting_classifier'\n", "taskName": null}
{"timestamp": "2025-02-23T08:50:53.052330", "level": "INFO", "name": "main", "module": "main", "function": "initialize", "line": 33, "message": "Looking for model at: /Users/ferhatsarikaya/Desktop/Git/ml-recruitment-master/src/models/model.joblib", "taskName": null}
{"timestamp": "2025-02-23T08:50:53.243901", "level": "INFO", "name": "main", "module": "main", "function": "initialize", "line": 41, "message": "Model pipeline loaded successfully", "taskName": null}
{"timestamp": "2025-02-23T08:50:53.243996", "level": "INFO", "name": "main", "module": "main", "function": "initialize", "line": 44, "message": "Pipeline contents:", "taskName": null}
{"timestamp": "2025-02-23T08:50:53.244037", "level": "INFO", "name": "main", "module": "main", "function": "initialize", "line": 46, "message": "- Found component: model", "taskName": null}
{"timestamp": "2025-02-23T08:50:53.244069", "level": "INFO", "name": "main", "module": "main", "function": "initialize", "line": 46, "message": "- Found component: vectorizer", "taskName": null}
{"timestamp": "2025-02-23T08:50:53.244098", "level": "INFO", "name": "main", "module": "main", "function": "initialize", "line": 46, "message": "- Found component: scaler", "taskName": null}
{"timestamp": "2025-02-23T08:50:53.244132", "level": "INFO", "name": "main", "module": "main", "function": "initialize", "line": 46, "message": "- Found component: feature_dim", "taskName": null}
{"timestamp": "2025-02-23T08:50:53.244160", "level": "INFO", "name": "main", "module": "main", "function": "initialize", "line": 46, "message": "- Found component: metadata", "taskName": null}
{"timestamp": "2025-02-23T08:50:53.244188", "level": "INFO", "name": "main", "module": "main", "function": "initialize", "line": 49, "message": "Initializing preprocessor...", "taskName": null}
{"timestamp": "2025-02-23T08:50:53.244604", "level": "INFO", "name": "src.preprocessing.preprocessing", "module": "preprocessing", "function": "add_step", "line": 233, "message": "Added preprocessing step: whitespace_normalizer", "taskName": null}
{"timestamp": "2025-02-23T08:50:53.244759", "level": "INFO", "name": "src.preprocessing.preprocessing", "module": "preprocessing", "function": "add_step", "line": 233, "message": "Added preprocessing step: length_normalizer", "taskName": null}
{"timestamp": "2025-02-23T08:50:53.244891", "level": "INFO", "name": "src.preprocessing.preprocessing", "module": "preprocessing", "function": "add_step", "line": 233, "message": "Added preprocessing step: special_character_cleaner", "taskName": null}
{"timestamp": "2025-02-23T08:50:53.245003", "level": "INFO", "name": "src.preprocessing.preprocessing", "module": "preprocessing", "function": "add_step", "line": 233, "message": "Added preprocessing step: medical_score_processor", "taskName": null}
{"timestamp": "2025-02-23T08:50:53.245112", "level": "INFO", "name": "src.preprocessing.preprocessing", "module": "preprocessing", "function": "add_step", "line": 233, "message": "Added preprocessing step: medical_abbreviation_normalizer", "taskName": null}
{"timestamp": "2025-02-23T08:50:53.245230", "level": "INFO", "name": "src.preprocessing.preprocessing", "module": "preprocessing", "function": "add_step", "line": 233, "message": "Added preprocessing step: medical_term_standardizer", "taskName": null}
{"timestamp": "2025-02-23T08:50:53.245331", "level": "INFO", "name": "src.preprocessing.preprocessing", "module": "preprocessing", "function": "add_step", "line": 233, "message": "Added preprocessing step: medical_tokenizer", "taskName": null}
{"timestamp": "2025-02-23T08:50:53.245367", "level": "INFO", "name": "main", "module": "main", "function": "initialize", "line": 51, "message": "Preprocessor initialized successfully", "taskName": null}
{"timestamp": "2025-02-23T08:50:53.245398", "level": "INFO", "name": "main", "module": "main", "function": "initialize", "line": 54, "message": "Expected feature dimension: 1017", "taskName": null}
{"timestamp": "2025-02-23T08:50:53.245426", "level": "INFO", "name": "main", "module": "main", "function": "initialize", "line": 55, "message": "Vectorizer vocabulary size: 1017", "taskName": null}
{"timestamp": "2025-02-23T08:50:53.245468", "level": "INFO", "name": "main", "module": "main", "function": "<module>", "line": 123, "message": "PredictionService initialized successfully", "taskName": null}
{"timestamp": "2025-02-23T09:19:19.118418", "level": "INFO", "name": "main", "module": "main", "function": "initialize", "line": 33, "message": "Looking for model at: /Users/ferhatsarikaya/Desktop/Git/ml-recruitment-master/src/models/model.joblib", "taskName": null}
{"timestamp": "2025-02-23T09:19:19.315304", "level": "INFO", "name": "main", "module": "main", "function": "initialize", "line": 41, "message": "Model pipeline loaded successfully", "taskName": null}
{"timestamp": "2025-02-23T09:19:19.315415", "level": "INFO", "name": "main", "module": "main", "function": "initialize", "line": 44, "message": "Pipeline contents:", "taskName": null}
{"timestamp": "2025-02-23T09:19:19.315460", "level": "INFO", "name": "main", "module": "main", "function": "initialize", "line": 46, "message": "- Found component: model", "taskName": null}
{"timestamp": "2025-02-23T09:19:19.315493", "level": "INFO", "name": "main", "module": "main", "function": "initialize", "line": 46, "message": "- Found component: vectorizer", "taskName": null}
{"timestamp": "2025-02-23T09:19:19.315522", "level": "INFO", "name": "main", "module": "main", "function": "initialize", "line": 46, "message": "- Found component: scaler", "taskName": null}
{"timestamp": "2025-02-23T09:19:19.315550", "level": "INFO", "name": "main", "module": "main", "function": "initialize", "line": 46, "message": "- Found component: feature_dim", "taskName": null}
{"timestamp": "2025-02-23T09:19:19.315577", "level": "INFO", "name": "main", "module": "main", "function": "initialize", "line": 46, "message": "- Found component: metadata", "taskName": null}
{"timestamp": "2025-02-23T09:19:19.315604", "level": "INFO", "name": "main", "module": "main", "function": "initialize", "line": 49, "message": "Initializing preprocessor...", "taskName": null}
{"timestamp": "2025-02-23T09:19:19.315924", "level": "INFO", "name": "src.preprocessing.preprocessing", "module": "preprocessing", "function": "add_step", "line": 233, "message": "Added preprocessing step: whitespace_normalizer", "taskName": null}
{"timestamp": "2025-02-23T09:19:19.316059", "level": "INFO", "name": "src.preprocessing.preprocessing", "module": "preprocessing", "function": "add_step", "line": 233, "message": "Added preprocessing step: length_normalizer", "taskName": null}
{"timestamp": "2025-02-23T09:19:19.316175", "level": "INFO", "name": "src.preprocessing.preprocessing", "module": "preprocessing", "function": "add_step", "line": 233, "message": "Added preprocessing step: special_character_cleaner", "taskName": null}
{"timestamp": "2025-02-23T09:19:19.316288", "level": "INFO", "name": "src.preprocessing.preprocessing", "module": "preprocessing", "function": "add_step", "line": 233, "message": "Added preprocessing step: medical_score_processor", "taskName": null}
{"timestamp": "2025-02-23T09:19:19.316422", "level": "INFO", "name": "src.preprocessing.preprocessing", "module": "preprocessing", "function": "add_step", "line": 233, "message": "Added preprocessing step: medical_abbreviation_normalizer", "taskName": null}
{"timestamp": "2025-02-23T09:19:19.316531", "level": "INFO", "name": "src.preprocessing.preprocessing", "module": "preprocessing", "function": "add_step", "line": 233, "message": "Added preprocessing step: medical_term_standardizer", "taskName": null}
{"timestamp": "2025-02-23T09:19:19.316630", "level": "INFO", "name": "src.preprocessing.preprocessing", "module": "preprocessing", "function": "add_step", "line": 233, "message": "Added preprocessing step: medical_tokenizer", "taskName": null}
{"timestamp": "2025-02-23T09:19:19.316659", "level": "INFO", "name": "main", "module": "main", "function": "initialize", "line": 51, "message": "Preprocessor initialized successfully", "taskName": null}
{"timestamp": "2025-02-23T09:19:19.316686", "level": "INFO", "name": "main", "module": "main", "function": "initialize", "line": 54, "message": "Expected feature dimension: 1017", "taskName": null}
{"timestamp": "2025-02-23T09:19:19.316713", "level": "INFO", "name": "main", "module": "main", "function": "initialize", "line": 55, "message": "Vectorizer vocabulary size: 1017", "taskName": null}
{"timestamp": "2025-02-23T09:19:19.316764", "level": "INFO", "name": "main", "module": "main", "function": "<module>", "line": 123, "message": "PredictionService initialized successfully", "taskName": null}