-
Notifications
You must be signed in to change notification settings - Fork 0
/
Copy pathmodel_testing.log
234 lines (234 loc) · 61.8 KB
/
model_testing.log
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
2025-03-12 07:40:10,936 - src.common.app_logging.app_logger - INFO - HyperParamsManager initialized | Context: {'storage_dir': 'E:\\OneDrive\\nba_analysis_project\\src/hyperparameter_history'}
2025-03-13 07:19:19,460 - src.common.app_logging.app_logger - INFO - HyperParamsManager initialized | Context: {'storage_dir': 'E:\\OneDrive\\nba_analysis_project\\src/hyperparameter_history'}
2025-03-13 07:19:19,461 - src.common.app_logging.app_logger - INFO - SKLearnTrainer initialized successfully | Context: {'trainer_type': 'SKLearnTrainer', 'model_type': None}
2025-03-13 07:19:19,463 - src.common.app_logging.app_logger - ERROR - Model testing failed | Context: {'error_type': 'ModelTestingError', 'error_message': 'Unsupported model type: catboost_config', 'traceback': 'Traceback (most recent call last):\n File "E:\\OneDrive\\nba_analysis_project\\src\\model_testing\\trainers\\trainer_factory.py", line 49, in create_trainers\n trainer_type = TrainerType[model_name.upper()]\n ~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^\n File "C:\\Users\\Chris\\miniconda3\\envs\\nba_analysis\\Lib\\enum.py", line 792, in __getitem__\n return cls._member_map_[name]\n ~~~~~~~~~~~~~~~~^^^^^^\nKeyError: \'CATBOOST_CONFIG\'\n\nDuring handling of the above exception, another exception occurred:\n\nTraceback (most recent call last):\n File "E:\\OneDrive\\nba_analysis_project\\src\\model_testing\\main.py", line 37, in main\n model_tester = container.model_tester()\n ^^^^^^^^^^^^^^^^^^^^^^^^\n File "src/dependency_injector/providers.pyx", line 225, in dependency_injector.providers.Provider.__call__\n File "src/dependency_injector/providers.pyx", line 2689, in dependency_injector.providers.Factory._provide\n File "src/dependency_injector/providers.pxd", line 650, in dependency_injector.providers.__factory_call\n File "src/dependency_injector/providers.pxd", line 577, in dependency_injector.providers.__call\n File "src/dependency_injector/providers.pxd", line 445, in dependency_injector.providers.__provide_keyword_args\n File "src/dependency_injector/providers.pxd", line 365, in dependency_injector.providers.__get_value\n File "src/dependency_injector/providers.pyx", line 225, in dependency_injector.providers.Provider.__call__\n File "src/dependency_injector/providers.pyx", line 2689, in dependency_injector.providers.Factory._provide\n File "src/dependency_injector/providers.pxd", line 650, in dependency_injector.providers.__factory_call\n File "src/dependency_injector/providers.pxd", line 608, in dependency_injector.providers.__call\n File "E:\\OneDrive\\nba_analysis_project\\src\\model_testing\\trainers\\trainer_factory.py", line 53, in create_trainers\n raise ValueError(f"Unsupported model type: {model_name}")\nValueError: Unsupported model type: catboost_config\n'}
2025-03-13 07:37:24,901 - src.common.app_logging.app_logger - INFO - HyperParamsManager initialized | Context: {'storage_dir': 'E:\\OneDrive\\nba_analysis_project\\src/hyperparameter_history'}
2025-03-13 07:37:24,902 - src.common.app_logging.app_logger - INFO - SKLearnTrainer initialized successfully | Context: {'trainer_type': 'SKLearnTrainer', 'model_type': None}
2025-03-13 07:37:24,903 - src.common.app_logging.app_logger - ERROR - Model testing failed | Context: {'error_type': 'ModelTestingError', 'error_message': "Can't instantiate abstract class CatBoostTrainer with abstract methods _convert_metric_scores, _process_learning_curve_data", 'traceback': 'Traceback (most recent call last):\n File "E:\\OneDrive\\nba_analysis_project\\src\\model_testing\\main.py", line 37, in main\n model_tester = container.model_tester()\n ^^^^^^^^^^^^^^^^^^^^^^^^\n File "src/dependency_injector/providers.pyx", line 225, in dependency_injector.providers.Provider.__call__\n File "src/dependency_injector/providers.pyx", line 2689, in dependency_injector.providers.Factory._provide\n File "src/dependency_injector/providers.pxd", line 650, in dependency_injector.providers.__factory_call\n File "src/dependency_injector/providers.pxd", line 577, in dependency_injector.providers.__call\n File "src/dependency_injector/providers.pxd", line 445, in dependency_injector.providers.__provide_keyword_args\n File "src/dependency_injector/providers.pxd", line 365, in dependency_injector.providers.__get_value\n File "src/dependency_injector/providers.pyx", line 225, in dependency_injector.providers.Provider.__call__\n File "src/dependency_injector/providers.pyx", line 2689, in dependency_injector.providers.Factory._provide\n File "src/dependency_injector/providers.pxd", line 650, in dependency_injector.providers.__factory_call\n File "src/dependency_injector/providers.pxd", line 608, in dependency_injector.providers.__call\n File "E:\\OneDrive\\nba_analysis_project\\src\\model_testing\\trainers\\trainer_factory.py", line 54, in create_trainers\n trainers[model_name] = trainer_class(config, app_logger, error_handler)\n ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\nTypeError: Can\'t instantiate abstract class CatBoostTrainer with abstract methods _convert_metric_scores, _process_learning_curve_data\n'}
2025-03-13 07:55:21,249 - src.common.app_logging.app_logger - INFO - HyperParamsManager initialized | Context: {'storage_dir': 'E:\\OneDrive\\nba_analysis_project\\src/hyperparameter_history'}
2025-03-13 07:55:21,250 - src.common.app_logging.app_logger - INFO - SKLearnTrainer initialized successfully | Context: {'trainer_type': 'SKLearnTrainer', 'model_type': None}
2025-03-13 07:55:21,250 - src.common.app_logging.app_logger - INFO - CatBoostTrainer initialized successfully | Context: {'trainer_type': 'CatBoostTrainer'}
2025-03-13 07:55:21,251 - src.common.app_logging.app_logger - INFO - LightGBMTrainer initialized successfully | Context: {'trainer_type': 'LightGBMTrainer'}
2025-03-13 07:55:21,251 - src.common.app_logging.app_logger - INFO - XGBoostTrainer initialized successfully | Context: {'trainer_type': 'XGBoostTrainer'}
2025-03-13 07:55:21,252 - src.common.app_logging.app_logger - INFO - SKLearnTrainer initialized successfully | Context: {'trainer_type': 'SKLearnTrainer', 'model_type': None}
2025-03-13 07:55:21,252 - src.common.app_logging.app_logger - INFO - ModularPreprocessor initialized | Context: {}
2025-03-13 07:55:21,253 - src.common.app_logging.app_logger - INFO - ModelTester initialized | Context: {'config_type': 'ConfigManager', 'available_trainers': ['SKLEARN', 'CATBOOST', 'LIGHTGBM', 'XGBOOST']}
2025-03-13 07:55:21,253 - src.common.app_logging.app_logger - ERROR - Error initializing charts | Context: {'error_type': 'ChartCreationError', 'original_error': "'ConfigManager' object has no attribute 'get'"}
2025-03-13 07:55:21,254 - src.common.app_logging.app_logger - ERROR - Model testing failed | Context: {'error_type': 'ModelTestingError', 'error_message': 'Error initializing charts', 'traceback': 'Traceback (most recent call last):\n File "E:\\OneDrive\\nba_analysis_project\\src\\visualization\\orchestration\\chart_orchestrator.py", line 59, in _initialize_charts\n chart_options = self.config.get(\'chart_options\', {})\n ^^^^^^^^^^^^^^^\nAttributeError: \'ConfigManager\' object has no attribute \'get\'\n\nDuring handling of the above exception, another exception occurred:\n\nTraceback (most recent call last):\n File "E:\\OneDrive\\nba_analysis_project\\src\\model_testing\\main.py", line 38, in main\n experiment_logger = container.experiment_logger()\n ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n File "src/dependency_injector/providers.pyx", line 225, in dependency_injector.providers.Provider.__call__\n File "src/dependency_injector/providers.pyx", line 2689, in dependency_injector.providers.Factory._provide\n File "src/dependency_injector/providers.pxd", line 650, in dependency_injector.providers.__factory_call\n File "src/dependency_injector/providers.pxd", line 577, in dependency_injector.providers.__call\n File "src/dependency_injector/providers.pxd", line 445, in dependency_injector.providers.__provide_keyword_args\n File "src/dependency_injector/providers.pxd", line 365, in dependency_injector.providers.__get_value\n File "src/dependency_injector/providers.pyx", line 225, in dependency_injector.providers.Provider.__call__\n File "src/dependency_injector/providers.pyx", line 3049, in dependency_injector.providers.Singleton._provide\n File "src/dependency_injector/providers.pxd", line 650, in dependency_injector.providers.__factory_call\n File "src/dependency_injector/providers.pxd", line 608, in dependency_injector.providers.__call\n File "E:\\OneDrive\\nba_analysis_project\\src\\visualization\\orchestration\\chart_orchestrator.py", line 39, in __init__\n self._initialize_charts()\n File "E:\\OneDrive\\nba_analysis_project\\src\\visualization\\orchestration\\chart_orchestrator.py", line 87, in _initialize_charts\n raise self.error_handler.create_error_handler(\nsrc.common.error_handling.error_handler.ChartCreationError: Error initializing charts\n'}
2025-03-15 08:44:20,238 - src.common.app_logging.app_logger - INFO - HyperParamsManager initialized | Context: {'storage_dir': 'E:\\OneDrive\\nba_analysis_project\\src/hyperparameter_history'}
2025-03-15 08:44:20,238 - src.common.app_logging.app_logger - INFO - SKLearnTrainer initialized successfully | Context: {'trainer_type': 'SKLearnTrainer', 'model_type': None}
2025-03-15 08:44:20,239 - src.common.app_logging.app_logger - INFO - CatBoostTrainer initialized successfully | Context: {'trainer_type': 'CatBoostTrainer'}
2025-03-15 08:44:20,239 - src.common.app_logging.app_logger - INFO - LightGBMTrainer initialized successfully | Context: {'trainer_type': 'LightGBMTrainer'}
2025-03-15 08:44:20,239 - src.common.app_logging.app_logger - INFO - XGBoostTrainer initialized successfully | Context: {'trainer_type': 'XGBoostTrainer'}
2025-03-15 08:44:20,240 - src.common.app_logging.app_logger - INFO - SKLearnTrainer initialized successfully | Context: {'trainer_type': 'SKLearnTrainer', 'model_type': None}
2025-03-15 08:44:20,240 - src.common.app_logging.app_logger - INFO - ModularPreprocessor initialized | Context: {}
2025-03-15 08:44:20,240 - src.common.app_logging.app_logger - INFO - ModelTester initialized | Context: {'config_type': 'ConfigManager', 'available_trainers': ['SKLEARN', 'CATBOOST', 'LIGHTGBM', 'XGBOOST']}
2025-03-15 08:44:20,240 - src.common.app_logging.app_logger - ERROR - Error initializing charts | Context: {'error_type': 'ChartCreationError', 'original_error': "'ConfigManager' object has no attribute 'get'"}
2025-03-15 08:44:20,242 - src.common.app_logging.app_logger - ERROR - Model testing failed | Context: {'error_type': 'ModelTestingError', 'error_message': 'Error initializing charts', 'traceback': 'Traceback (most recent call last):\n File "E:\\OneDrive\\nba_analysis_project\\src\\visualization\\orchestration\\chart_orchestrator.py", line 59, in _initialize_charts\n chart_options = self.config.get(\'chart_options\', {})\n ^^^^^^^^^^^^^^^\nAttributeError: \'ConfigManager\' object has no attribute \'get\'\n\nDuring handling of the above exception, another exception occurred:\n\nTraceback (most recent call last):\n File "E:\\OneDrive\\nba_analysis_project\\src\\model_testing\\main.py", line 38, in main\n experiment_logger = container.experiment_logger()\n ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n File "src/dependency_injector/providers.pyx", line 225, in dependency_injector.providers.Provider.__call__\n File "src/dependency_injector/providers.pyx", line 2689, in dependency_injector.providers.Factory._provide\n File "src/dependency_injector/providers.pxd", line 650, in dependency_injector.providers.__factory_call\n File "src/dependency_injector/providers.pxd", line 577, in dependency_injector.providers.__call\n File "src/dependency_injector/providers.pxd", line 445, in dependency_injector.providers.__provide_keyword_args\n File "src/dependency_injector/providers.pxd", line 365, in dependency_injector.providers.__get_value\n File "src/dependency_injector/providers.pyx", line 225, in dependency_injector.providers.Provider.__call__\n File "src/dependency_injector/providers.pyx", line 3049, in dependency_injector.providers.Singleton._provide\n File "src/dependency_injector/providers.pxd", line 650, in dependency_injector.providers.__factory_call\n File "src/dependency_injector/providers.pxd", line 608, in dependency_injector.providers.__call\n File "E:\\OneDrive\\nba_analysis_project\\src\\visualization\\orchestration\\chart_orchestrator.py", line 39, in __init__\n self._initialize_charts()\n File "E:\\OneDrive\\nba_analysis_project\\src\\visualization\\orchestration\\chart_orchestrator.py", line 87, in _initialize_charts\n raise self.error_handler.create_error_handler(\nsrc.common.error_handling.error_handler.ChartCreationError: Error initializing charts\n'}
2025-03-15 10:11:16,894 - src.common.app_logging.app_logger - INFO - HyperParamsManager initialized | Context: {'storage_dir': 'E:\\OneDrive\\nba_analysis_project\\src/hyperparameter_history'}
2025-03-15 10:11:16,894 - src.common.app_logging.app_logger - INFO - SKLearnTrainer initialized successfully | Context: {'trainer_type': 'SKLearnTrainer', 'model_type': None}
2025-03-15 10:11:16,894 - src.common.app_logging.app_logger - INFO - CatBoostTrainer initialized successfully | Context: {'trainer_type': 'CatBoostTrainer'}
2025-03-15 10:11:16,895 - src.common.app_logging.app_logger - INFO - LightGBMTrainer initialized successfully | Context: {'trainer_type': 'LightGBMTrainer'}
2025-03-15 10:11:16,895 - src.common.app_logging.app_logger - INFO - XGBoostTrainer initialized successfully | Context: {'trainer_type': 'XGBoostTrainer'}
2025-03-15 10:11:16,895 - src.common.app_logging.app_logger - INFO - SKLearnTrainer initialized successfully | Context: {'trainer_type': 'SKLearnTrainer', 'model_type': None}
2025-03-15 10:11:16,895 - src.common.app_logging.app_logger - INFO - ModularPreprocessor initialized | Context: {}
2025-03-15 10:11:16,895 - src.common.app_logging.app_logger - INFO - ModelTester initialized | Context: {'config_type': 'ConfigManager', 'available_trainers': ['SKLEARN', 'CATBOOST', 'LIGHTGBM', 'XGBOOST']}
2025-03-15 10:11:16,896 - src.common.app_logging.app_logger - INFO - FeatureCharts initialized | Context: {}
2025-03-15 10:11:16,896 - src.common.app_logging.app_logger - INFO - MetricsCharts initialized | Context: {}
2025-03-15 10:11:16,896 - src.common.app_logging.app_logger - INFO - LearningCurveCharts initialized | Context: {}
2025-03-15 10:11:16,896 - src.common.app_logging.app_logger - INFO - SHAPCharts initialized | Context: {}
2025-03-15 10:11:16,896 - src.common.app_logging.app_logger - INFO - ModelInterpretationCharts initialized | Context: {}
2025-03-15 10:11:16,897 - src.common.app_logging.app_logger - INFO - ChartOrchestrator initialized | Context: {'active_charts': [<ChartType.FEATURE: 1>, <ChartType.METRICS: 2>, <ChartType.LEARNING_CURVE: 3>, <ChartType.SHAP: 4>, <ChartType.MODEL_INTERPRETATION: 5>]}
2025-03-15 10:11:16,897 - src.common.app_logging.app_logger - ERROR - Model testing failed | Context: {'error_type': 'ModelTestingError', 'error_message': "ExperimentLoggerFactory.create_logger() missing 1 required positional argument: 'app_file_handler'", 'traceback': 'Traceback (most recent call last):\n File "E:\\OneDrive\\nba_analysis_project\\src\\model_testing\\main.py", line 38, in main\n experiment_logger = container.experiment_logger()\n ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n File "src/dependency_injector/providers.pyx", line 225, in dependency_injector.providers.Provider.__call__\n File "src/dependency_injector/providers.pyx", line 2689, in dependency_injector.providers.Factory._provide\n File "src/dependency_injector/providers.pxd", line 650, in dependency_injector.providers.__factory_call\n File "src/dependency_injector/providers.pxd", line 608, in dependency_injector.providers.__call\nTypeError: ExperimentLoggerFactory.create_logger() missing 1 required positional argument: \'app_file_handler\'\n'}
2025-03-15 10:42:07,860 - src.common.app_logging.app_logger - INFO - HyperParamsManager initialized | Context: {'storage_dir': 'E:\\OneDrive\\nba_analysis_project\\src/hyperparameter_history'}
2025-03-15 10:42:07,860 - src.common.app_logging.app_logger - INFO - SKLearnTrainer initialized successfully | Context: {'trainer_type': 'SKLearnTrainer', 'model_type': None}
2025-03-15 10:42:07,860 - src.common.app_logging.app_logger - INFO - CatBoostTrainer initialized successfully | Context: {'trainer_type': 'CatBoostTrainer'}
2025-03-15 10:42:07,861 - src.common.app_logging.app_logger - INFO - LightGBMTrainer initialized successfully | Context: {'trainer_type': 'LightGBMTrainer'}
2025-03-15 10:42:07,861 - src.common.app_logging.app_logger - INFO - XGBoostTrainer initialized successfully | Context: {'trainer_type': 'XGBoostTrainer'}
2025-03-15 10:42:07,861 - src.common.app_logging.app_logger - INFO - SKLearnTrainer initialized successfully | Context: {'trainer_type': 'SKLearnTrainer', 'model_type': None}
2025-03-15 10:42:07,861 - src.common.app_logging.app_logger - INFO - ModularPreprocessor initialized | Context: {}
2025-03-15 10:42:07,862 - src.common.app_logging.app_logger - INFO - ModelTester initialized | Context: {'config_type': 'ConfigManager', 'available_trainers': ['SKLEARN', 'CATBOOST', 'LIGHTGBM', 'XGBOOST']}
2025-03-15 10:42:07,862 - src.common.app_logging.app_logger - INFO - FeatureCharts initialized | Context: {}
2025-03-15 10:42:07,862 - src.common.app_logging.app_logger - INFO - MetricsCharts initialized | Context: {}
2025-03-15 10:42:07,862 - src.common.app_logging.app_logger - INFO - LearningCurveCharts initialized | Context: {}
2025-03-15 10:42:07,863 - src.common.app_logging.app_logger - INFO - SHAPCharts initialized | Context: {}
2025-03-15 10:42:07,863 - src.common.app_logging.app_logger - INFO - ModelInterpretationCharts initialized | Context: {}
2025-03-15 10:42:07,863 - src.common.app_logging.app_logger - INFO - ChartOrchestrator initialized | Context: {'active_charts': [<ChartType.FEATURE: 1>, <ChartType.METRICS: 2>, <ChartType.LEARNING_CURVE: 3>, <ChartType.SHAP: 4>, <ChartType.MODEL_INTERPRETATION: 5>]}
2025-03-15 10:42:07,865 - src.common.app_logging.app_logger - ERROR - Model testing failed | Context: {'error_type': 'ModelTestingError', 'error_message': 'level must be an integer', 'traceback': 'Traceback (most recent call last):\n File "E:\\OneDrive\\nba_analysis_project\\src\\model_testing\\main.py", line 38, in main\n experiment_logger = container.experiment_logger()\n ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n File "src/dependency_injector/providers.pyx", line 225, in dependency_injector.providers.Provider.__call__\n File "src/dependency_injector/providers.pyx", line 2689, in dependency_injector.providers.Factory._provide\n File "src/dependency_injector/providers.pxd", line 650, in dependency_injector.providers.__factory_call\n File "src/dependency_injector/providers.pxd", line 608, in dependency_injector.providers.__call\n File "E:\\OneDrive\\nba_analysis_project\\src\\model_testing\\experiment_loggers\\experiment_logger_factory.py", line 56, in create_logger\n app_logger.structured_log(\n File "E:\\OneDrive\\nba_analysis_project\\src\\common\\app_logging\\app_logger.py", line 88, in structured_log\n self.logger.log(level, structured_message)\n File "C:\\Users\\Chris\\miniconda3\\envs\\nba_analysis\\Lib\\logging\\__init__.py", line 1555, in log\n raise TypeError("level must be an integer")\nTypeError: level must be an integer\n'}
2025-03-15 10:49:44,435 - src.common.app_logging.app_logger - INFO - HyperParamsManager initialized | Context: {'storage_dir': 'E:\\OneDrive\\nba_analysis_project\\src/hyperparameter_history'}
2025-03-15 10:49:44,435 - src.common.app_logging.app_logger - INFO - SKLearnTrainer initialized successfully | Context: {'trainer_type': 'SKLearnTrainer', 'model_type': None}
2025-03-15 10:49:44,436 - src.common.app_logging.app_logger - INFO - CatBoostTrainer initialized successfully | Context: {'trainer_type': 'CatBoostTrainer'}
2025-03-15 10:49:44,436 - src.common.app_logging.app_logger - INFO - LightGBMTrainer initialized successfully | Context: {'trainer_type': 'LightGBMTrainer'}
2025-03-15 10:49:44,436 - src.common.app_logging.app_logger - INFO - XGBoostTrainer initialized successfully | Context: {'trainer_type': 'XGBoostTrainer'}
2025-03-15 10:49:44,436 - src.common.app_logging.app_logger - INFO - SKLearnTrainer initialized successfully | Context: {'trainer_type': 'SKLearnTrainer', 'model_type': None}
2025-03-15 10:49:44,437 - src.common.app_logging.app_logger - INFO - ModularPreprocessor initialized | Context: {}
2025-03-15 10:49:44,437 - src.common.app_logging.app_logger - INFO - ModelTester initialized | Context: {'config_type': 'ConfigManager', 'available_trainers': ['SKLEARN', 'CATBOOST', 'LIGHTGBM', 'XGBOOST']}
2025-03-15 10:49:44,437 - src.common.app_logging.app_logger - INFO - FeatureCharts initialized | Context: {}
2025-03-15 10:49:44,437 - src.common.app_logging.app_logger - INFO - MetricsCharts initialized | Context: {}
2025-03-15 10:49:44,437 - src.common.app_logging.app_logger - INFO - LearningCurveCharts initialized | Context: {}
2025-03-15 10:49:44,438 - src.common.app_logging.app_logger - INFO - SHAPCharts initialized | Context: {}
2025-03-15 10:49:44,438 - src.common.app_logging.app_logger - INFO - ModelInterpretationCharts initialized | Context: {}
2025-03-15 10:49:44,438 - src.common.app_logging.app_logger - INFO - ChartOrchestrator initialized | Context: {'active_charts': [<ChartType.FEATURE: 1>, <ChartType.METRICS: 2>, <ChartType.LEARNING_CURVE: 3>, <ChartType.SHAP: 4>, <ChartType.MODEL_INTERPRETATION: 5>]}
2025-03-15 10:49:44,438 - src.common.app_logging.app_logger - INFO - Creating experiment logger | Context: {'logger_type': 'MLFLOW'}
2025-03-15 10:49:44,439 - src.common.app_logging.app_logger - ERROR - Model testing failed | Context: {'error_type': 'ModelTestingError', 'error_message': "Can't instantiate abstract class MLFlowLogger with abstract method log_model", 'traceback': 'Traceback (most recent call last):\n File "E:\\OneDrive\\nba_analysis_project\\src\\model_testing\\main.py", line 38, in main\n experiment_logger = container.experiment_logger()\n ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n File "src/dependency_injector/providers.pyx", line 225, in dependency_injector.providers.Provider.__call__\n File "src/dependency_injector/providers.pyx", line 2689, in dependency_injector.providers.Factory._provide\n File "src/dependency_injector/providers.pxd", line 650, in dependency_injector.providers.__factory_call\n File "src/dependency_injector/providers.pxd", line 608, in dependency_injector.providers.__call\n File "E:\\OneDrive\\nba_analysis_project\\src\\model_testing\\experiment_loggers\\experiment_logger_factory.py", line 63, in create_logger\n return logger_class(\n ^^^^^^^^^^^^^\nTypeError: Can\'t instantiate abstract class MLFlowLogger with abstract method log_model\n'}
2025-03-15 10:54:07,394 - src.common.app_logging.app_logger - INFO - HyperParamsManager initialized | Context: {'storage_dir': 'E:\\OneDrive\\nba_analysis_project\\src/hyperparameter_history'}
2025-03-15 10:54:07,395 - src.common.app_logging.app_logger - INFO - SKLearnTrainer initialized successfully | Context: {'trainer_type': 'SKLearnTrainer', 'model_type': None}
2025-03-15 10:54:07,395 - src.common.app_logging.app_logger - INFO - CatBoostTrainer initialized successfully | Context: {'trainer_type': 'CatBoostTrainer'}
2025-03-15 10:54:07,395 - src.common.app_logging.app_logger - INFO - LightGBMTrainer initialized successfully | Context: {'trainer_type': 'LightGBMTrainer'}
2025-03-15 10:54:07,396 - src.common.app_logging.app_logger - INFO - XGBoostTrainer initialized successfully | Context: {'trainer_type': 'XGBoostTrainer'}
2025-03-15 10:54:07,396 - src.common.app_logging.app_logger - INFO - SKLearnTrainer initialized successfully | Context: {'trainer_type': 'SKLearnTrainer', 'model_type': None}
2025-03-15 10:54:07,396 - src.common.app_logging.app_logger - INFO - ModularPreprocessor initialized | Context: {}
2025-03-15 10:54:07,396 - src.common.app_logging.app_logger - INFO - ModelTester initialized | Context: {'config_type': 'ConfigManager', 'available_trainers': ['SKLEARN', 'CATBOOST', 'LIGHTGBM', 'XGBOOST']}
2025-03-15 10:54:07,396 - src.common.app_logging.app_logger - INFO - FeatureCharts initialized | Context: {}
2025-03-15 10:54:07,396 - src.common.app_logging.app_logger - INFO - MetricsCharts initialized | Context: {}
2025-03-15 10:54:07,396 - src.common.app_logging.app_logger - INFO - LearningCurveCharts initialized | Context: {}
2025-03-15 10:54:07,397 - src.common.app_logging.app_logger - INFO - SHAPCharts initialized | Context: {}
2025-03-15 10:54:07,397 - src.common.app_logging.app_logger - INFO - ModelInterpretationCharts initialized | Context: {}
2025-03-15 10:54:07,397 - src.common.app_logging.app_logger - INFO - ChartOrchestrator initialized | Context: {'active_charts': [<ChartType.FEATURE: 1>, <ChartType.METRICS: 2>, <ChartType.LEARNING_CURVE: 3>, <ChartType.SHAP: 4>, <ChartType.MODEL_INTERPRETATION: 5>]}
2025-03-15 10:54:07,397 - src.common.app_logging.app_logger - INFO - Creating experiment logger | Context: {'logger_type': 'MLFLOW'}
2025-03-15 10:54:07,398 - src.common.app_logging.app_logger - ERROR - Model testing failed | Context: {'error_type': 'ModelTestingError', 'error_message': "BaseExperimentLogger.__init__() missing 1 required positional argument: 'app_file_handler'", 'traceback': 'Traceback (most recent call last):\n File "E:\\OneDrive\\nba_analysis_project\\src\\model_testing\\main.py", line 38, in main\n experiment_logger = container.experiment_logger()\n ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n File "src/dependency_injector/providers.pyx", line 225, in dependency_injector.providers.Provider.__call__\n File "src/dependency_injector/providers.pyx", line 2689, in dependency_injector.providers.Factory._provide\n File "src/dependency_injector/providers.pxd", line 650, in dependency_injector.providers.__factory_call\n File "src/dependency_injector/providers.pxd", line 608, in dependency_injector.providers.__call\n File "E:\\OneDrive\\nba_analysis_project\\src\\model_testing\\experiment_loggers\\experiment_logger_factory.py", line 63, in create_logger\n return logger_class(\n ^^^^^^^^^^^^^\n File "E:\\OneDrive\\nba_analysis_project\\src\\model_testing\\experiment_loggers\\mlflow_logger.py", line 104, in __init__\n super().__init__(config, app_logger, error_handler, chart_orchestrator)\nTypeError: BaseExperimentLogger.__init__() missing 1 required positional argument: \'app_file_handler\'\n'}
2025-03-15 10:55:14,046 - src.common.app_logging.app_logger - INFO - HyperParamsManager initialized | Context: {'storage_dir': 'E:\\OneDrive\\nba_analysis_project\\src/hyperparameter_history'}
2025-03-15 10:55:14,047 - src.common.app_logging.app_logger - INFO - SKLearnTrainer initialized successfully | Context: {'trainer_type': 'SKLearnTrainer', 'model_type': None}
2025-03-15 10:55:14,047 - src.common.app_logging.app_logger - INFO - CatBoostTrainer initialized successfully | Context: {'trainer_type': 'CatBoostTrainer'}
2025-03-15 10:55:14,047 - src.common.app_logging.app_logger - INFO - LightGBMTrainer initialized successfully | Context: {'trainer_type': 'LightGBMTrainer'}
2025-03-15 10:55:14,048 - src.common.app_logging.app_logger - INFO - XGBoostTrainer initialized successfully | Context: {'trainer_type': 'XGBoostTrainer'}
2025-03-15 10:55:14,048 - src.common.app_logging.app_logger - INFO - SKLearnTrainer initialized successfully | Context: {'trainer_type': 'SKLearnTrainer', 'model_type': None}
2025-03-15 10:55:14,048 - src.common.app_logging.app_logger - INFO - ModularPreprocessor initialized | Context: {}
2025-03-15 10:55:14,048 - src.common.app_logging.app_logger - INFO - ModelTester initialized | Context: {'config_type': 'ConfigManager', 'available_trainers': ['SKLEARN', 'CATBOOST', 'LIGHTGBM', 'XGBOOST']}
2025-03-15 10:55:14,049 - src.common.app_logging.app_logger - INFO - FeatureCharts initialized | Context: {}
2025-03-15 10:55:14,049 - src.common.app_logging.app_logger - INFO - MetricsCharts initialized | Context: {}
2025-03-15 10:55:14,049 - src.common.app_logging.app_logger - INFO - LearningCurveCharts initialized | Context: {}
2025-03-15 10:55:14,049 - src.common.app_logging.app_logger - INFO - SHAPCharts initialized | Context: {}
2025-03-15 10:55:14,050 - src.common.app_logging.app_logger - INFO - ModelInterpretationCharts initialized | Context: {}
2025-03-15 10:55:14,050 - src.common.app_logging.app_logger - INFO - ChartOrchestrator initialized | Context: {'active_charts': [<ChartType.FEATURE: 1>, <ChartType.METRICS: 2>, <ChartType.LEARNING_CURVE: 3>, <ChartType.SHAP: 4>, <ChartType.MODEL_INTERPRETATION: 5>]}
2025-03-15 10:55:14,050 - src.common.app_logging.app_logger - INFO - Creating experiment logger | Context: {'logger_type': 'MLFLOW'}
2025-03-15 10:55:14,051 - src.common.app_logging.app_logger - ERROR - Model testing failed | Context: {'error_type': 'ModelTestingError', 'error_message': "BaseExperimentLogger.__init__() missing 1 required positional argument: 'app_file_handler'", 'traceback': 'Traceback (most recent call last):\n File "E:\\OneDrive\\nba_analysis_project\\src\\model_testing\\main.py", line 38, in main\n experiment_logger = container.experiment_logger()\n ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n File "src/dependency_injector/providers.pyx", line 225, in dependency_injector.providers.Provider.__call__\n File "src/dependency_injector/providers.pyx", line 2689, in dependency_injector.providers.Factory._provide\n File "src/dependency_injector/providers.pxd", line 650, in dependency_injector.providers.__factory_call\n File "src/dependency_injector/providers.pxd", line 608, in dependency_injector.providers.__call\n File "E:\\OneDrive\\nba_analysis_project\\src\\model_testing\\experiment_loggers\\experiment_logger_factory.py", line 63, in create_logger\n return logger_class(\n ^^^^^^^^^^^^^\n File "E:\\OneDrive\\nba_analysis_project\\src\\model_testing\\experiment_loggers\\mlflow_logger.py", line 104, in __init__\n super().__init__(config, app_logger, error_handler, chart_orchestrator)\nTypeError: BaseExperimentLogger.__init__() missing 1 required positional argument: \'app_file_handler\'\n'}
2025-03-15 10:56:15,446 - src.common.app_logging.app_logger - INFO - HyperParamsManager initialized | Context: {'storage_dir': 'E:\\OneDrive\\nba_analysis_project\\src/hyperparameter_history'}
2025-03-15 10:56:15,446 - src.common.app_logging.app_logger - INFO - SKLearnTrainer initialized successfully | Context: {'trainer_type': 'SKLearnTrainer', 'model_type': None}
2025-03-15 10:56:15,447 - src.common.app_logging.app_logger - INFO - CatBoostTrainer initialized successfully | Context: {'trainer_type': 'CatBoostTrainer'}
2025-03-15 10:56:15,447 - src.common.app_logging.app_logger - INFO - LightGBMTrainer initialized successfully | Context: {'trainer_type': 'LightGBMTrainer'}
2025-03-15 10:56:15,447 - src.common.app_logging.app_logger - INFO - XGBoostTrainer initialized successfully | Context: {'trainer_type': 'XGBoostTrainer'}
2025-03-15 10:56:15,448 - src.common.app_logging.app_logger - INFO - SKLearnTrainer initialized successfully | Context: {'trainer_type': 'SKLearnTrainer', 'model_type': None}
2025-03-15 10:56:15,448 - src.common.app_logging.app_logger - INFO - ModularPreprocessor initialized | Context: {}
2025-03-15 10:56:15,448 - src.common.app_logging.app_logger - INFO - ModelTester initialized | Context: {'config_type': 'ConfigManager', 'available_trainers': ['SKLEARN', 'CATBOOST', 'LIGHTGBM', 'XGBOOST']}
2025-03-15 10:56:15,448 - src.common.app_logging.app_logger - INFO - FeatureCharts initialized | Context: {}
2025-03-15 10:56:15,449 - src.common.app_logging.app_logger - INFO - MetricsCharts initialized | Context: {}
2025-03-15 10:56:15,449 - src.common.app_logging.app_logger - INFO - LearningCurveCharts initialized | Context: {}
2025-03-15 10:56:15,449 - src.common.app_logging.app_logger - INFO - SHAPCharts initialized | Context: {}
2025-03-15 10:56:15,450 - src.common.app_logging.app_logger - INFO - ModelInterpretationCharts initialized | Context: {}
2025-03-15 10:56:15,450 - src.common.app_logging.app_logger - INFO - ChartOrchestrator initialized | Context: {'active_charts': [<ChartType.FEATURE: 1>, <ChartType.METRICS: 2>, <ChartType.LEARNING_CURVE: 3>, <ChartType.SHAP: 4>, <ChartType.MODEL_INTERPRETATION: 5>]}
2025-03-15 10:56:15,450 - src.common.app_logging.app_logger - INFO - Creating experiment logger | Context: {'logger_type': 'MLFLOW'}
2025-03-15 10:56:15,451 - src.common.app_logging.app_logger - ERROR - Model testing failed | Context: {'error_type': 'ModelTestingError', 'error_message': "BaseExperimentLogger.__init__() missing 1 required positional argument: 'app_file_handler'", 'traceback': 'Traceback (most recent call last):\n File "E:\\OneDrive\\nba_analysis_project\\src\\model_testing\\main.py", line 38, in main\n experiment_logger = container.experiment_logger()\n ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n File "src/dependency_injector/providers.pyx", line 225, in dependency_injector.providers.Provider.__call__\n File "src/dependency_injector/providers.pyx", line 2689, in dependency_injector.providers.Factory._provide\n File "src/dependency_injector/providers.pxd", line 650, in dependency_injector.providers.__factory_call\n File "src/dependency_injector/providers.pxd", line 608, in dependency_injector.providers.__call\n File "E:\\OneDrive\\nba_analysis_project\\src\\model_testing\\experiment_loggers\\experiment_logger_factory.py", line 63, in create_logger\n return logger_class(\n ^^^^^^^^^^^^^\n File "E:\\OneDrive\\nba_analysis_project\\src\\model_testing\\experiment_loggers\\mlflow_logger.py", line 105, in __init__\n super().__init__(config, app_logger, error_handler, chart_orchestrator)\nTypeError: BaseExperimentLogger.__init__() missing 1 required positional argument: \'app_file_handler\'\n'}
2025-03-15 10:57:52,340 - src.common.app_logging.app_logger - INFO - HyperParamsManager initialized | Context: {'storage_dir': 'E:\\OneDrive\\nba_analysis_project\\src/hyperparameter_history'}
2025-03-15 10:57:52,340 - src.common.app_logging.app_logger - INFO - SKLearnTrainer initialized successfully | Context: {'trainer_type': 'SKLearnTrainer', 'model_type': None}
2025-03-15 10:57:52,341 - src.common.app_logging.app_logger - INFO - CatBoostTrainer initialized successfully | Context: {'trainer_type': 'CatBoostTrainer'}
2025-03-15 10:57:52,341 - src.common.app_logging.app_logger - INFO - LightGBMTrainer initialized successfully | Context: {'trainer_type': 'LightGBMTrainer'}
2025-03-15 10:57:52,342 - src.common.app_logging.app_logger - INFO - XGBoostTrainer initialized successfully | Context: {'trainer_type': 'XGBoostTrainer'}
2025-03-15 10:57:52,342 - src.common.app_logging.app_logger - INFO - SKLearnTrainer initialized successfully | Context: {'trainer_type': 'SKLearnTrainer', 'model_type': None}
2025-03-15 10:57:52,343 - src.common.app_logging.app_logger - INFO - ModularPreprocessor initialized | Context: {}
2025-03-15 10:57:52,343 - src.common.app_logging.app_logger - INFO - ModelTester initialized | Context: {'config_type': 'ConfigManager', 'available_trainers': ['SKLEARN', 'CATBOOST', 'LIGHTGBM', 'XGBOOST']}
2025-03-15 10:57:52,343 - src.common.app_logging.app_logger - INFO - FeatureCharts initialized | Context: {}
2025-03-15 10:57:52,343 - src.common.app_logging.app_logger - INFO - MetricsCharts initialized | Context: {}
2025-03-15 10:57:52,344 - src.common.app_logging.app_logger - INFO - LearningCurveCharts initialized | Context: {}
2025-03-15 10:57:52,344 - src.common.app_logging.app_logger - INFO - SHAPCharts initialized | Context: {}
2025-03-15 10:57:52,344 - src.common.app_logging.app_logger - INFO - ModelInterpretationCharts initialized | Context: {}
2025-03-15 10:57:52,344 - src.common.app_logging.app_logger - INFO - ChartOrchestrator initialized | Context: {'active_charts': [<ChartType.FEATURE: 1>, <ChartType.METRICS: 2>, <ChartType.LEARNING_CURVE: 3>, <ChartType.SHAP: 4>, <ChartType.MODEL_INTERPRETATION: 5>]}
2025-03-15 10:57:52,345 - src.common.app_logging.app_logger - INFO - Creating experiment logger | Context: {'logger_type': 'MLFLOW'}
2025-03-15 10:57:52,346 - src.common.app_logging.app_logger - ERROR - Model testing failed | Context: {'error_type': 'ModelTestingError', 'error_message': "BaseExperimentLogger.__init__() missing 1 required positional argument: 'chart_orchestrator'", 'traceback': 'Traceback (most recent call last):\n File "E:\\OneDrive\\nba_analysis_project\\src\\model_testing\\main.py", line 38, in main\n experiment_logger = container.experiment_logger()\n ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n File "src/dependency_injector/providers.pyx", line 225, in dependency_injector.providers.Provider.__call__\n File "src/dependency_injector/providers.pyx", line 2689, in dependency_injector.providers.Factory._provide\n File "src/dependency_injector/providers.pxd", line 650, in dependency_injector.providers.__factory_call\n File "src/dependency_injector/providers.pxd", line 608, in dependency_injector.providers.__call\n File "E:\\OneDrive\\nba_analysis_project\\src\\model_testing\\experiment_loggers\\experiment_logger_factory.py", line 63, in create_logger\n return logger_class(\n ^^^^^^^^^^^^^\n File "E:\\OneDrive\\nba_analysis_project\\src\\model_testing\\experiment_loggers\\mlflow_logger.py", line 106, in __init__\n super().__init__(config, app_logger, error_handler, chart_orchestrator)\nTypeError: BaseExperimentLogger.__init__() missing 1 required positional argument: \'chart_orchestrator\'\n'}
2025-03-17 07:48:48,212 - src.common.app_logging.app_logger - INFO - HyperParamsManager initialized | Context: {'storage_dir': 'E:\\OneDrive\\nba_analysis_project\\src/hyperparameter_history'}
2025-03-17 07:48:48,213 - src.common.app_logging.app_logger - INFO - SKLearnTrainer initialized successfully | Context: {'trainer_type': 'SKLearnTrainer', 'model_type': None}
2025-03-17 07:48:48,213 - src.common.app_logging.app_logger - INFO - CatBoostTrainer initialized successfully | Context: {'trainer_type': 'CatBoostTrainer'}
2025-03-17 07:48:48,213 - src.common.app_logging.app_logger - INFO - LightGBMTrainer initialized successfully | Context: {'trainer_type': 'LightGBMTrainer'}
2025-03-17 07:48:48,214 - src.common.app_logging.app_logger - INFO - XGBoostTrainer initialized successfully | Context: {'trainer_type': 'XGBoostTrainer'}
2025-03-17 07:48:48,214 - src.common.app_logging.app_logger - INFO - SKLearnTrainer initialized successfully | Context: {'trainer_type': 'SKLearnTrainer', 'model_type': None}
2025-03-17 07:48:48,214 - src.common.app_logging.app_logger - INFO - ModularPreprocessor initialized | Context: {}
2025-03-17 07:48:48,214 - src.common.app_logging.app_logger - INFO - ModelTester initialized | Context: {'config_type': 'ConfigManager', 'available_trainers': ['SKLEARN', 'CATBOOST', 'LIGHTGBM', 'XGBOOST']}
2025-03-17 07:48:48,215 - src.common.app_logging.app_logger - INFO - FeatureCharts initialized | Context: {}
2025-03-17 07:48:48,215 - src.common.app_logging.app_logger - INFO - MetricsCharts initialized | Context: {}
2025-03-17 07:48:48,215 - src.common.app_logging.app_logger - INFO - LearningCurveCharts initialized | Context: {}
2025-03-17 07:48:48,215 - src.common.app_logging.app_logger - INFO - SHAPCharts initialized | Context: {}
2025-03-17 07:48:48,216 - src.common.app_logging.app_logger - INFO - ModelInterpretationCharts initialized | Context: {}
2025-03-17 07:48:48,216 - src.common.app_logging.app_logger - INFO - ChartOrchestrator initialized | Context: {'active_charts': [<ChartType.FEATURE: 1>, <ChartType.METRICS: 2>, <ChartType.LEARNING_CURVE: 3>, <ChartType.SHAP: 4>, <ChartType.MODEL_INTERPRETATION: 5>]}
2025-03-17 07:48:48,216 - src.common.app_logging.app_logger - INFO - Creating experiment logger | Context: {'logger_type': 'MLFLOW'}
2025-03-17 07:48:48,217 - src.common.app_logging.app_logger - ERROR - Model testing failed | Context: {'error_type': 'ModelTestingError', 'error_message': "BaseExperimentLogger.__init__() missing 1 required positional argument: 'chart_orchestrator'", 'traceback': 'Traceback (most recent call last):\n File "E:\\OneDrive\\nba_analysis_project\\src\\model_testing\\main.py", line 38, in main\n experiment_logger = container.experiment_logger()\n ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n File "src/dependency_injector/providers.pyx", line 225, in dependency_injector.providers.Provider.__call__\n File "src/dependency_injector/providers.pyx", line 2689, in dependency_injector.providers.Factory._provide\n File "src/dependency_injector/providers.pxd", line 650, in dependency_injector.providers.__factory_call\n File "src/dependency_injector/providers.pxd", line 608, in dependency_injector.providers.__call\n File "E:\\OneDrive\\nba_analysis_project\\src\\model_testing\\experiment_loggers\\experiment_logger_factory.py", line 63, in create_logger\n return logger_class(\n ^^^^^^^^^^^^^\n File "E:\\OneDrive\\nba_analysis_project\\src\\model_testing\\experiment_loggers\\mlflow_logger.py", line 106, in __init__\n super().__init__(config, app_logger, error_handler, chart_orchestrator)\nTypeError: BaseExperimentLogger.__init__() missing 1 required positional argument: \'chart_orchestrator\'\n'}
2025-03-17 07:51:50,442 - src.common.app_logging.app_logger - INFO - HyperParamsManager initialized | Context: {'storage_dir': 'E:\\OneDrive\\nba_analysis_project\\src/hyperparameter_history'}
2025-03-17 07:51:50,442 - src.common.app_logging.app_logger - INFO - SKLearnTrainer initialized successfully | Context: {'trainer_type': 'SKLearnTrainer', 'model_type': None}
2025-03-17 07:51:50,442 - src.common.app_logging.app_logger - INFO - CatBoostTrainer initialized successfully | Context: {'trainer_type': 'CatBoostTrainer'}
2025-03-17 07:51:50,443 - src.common.app_logging.app_logger - INFO - LightGBMTrainer initialized successfully | Context: {'trainer_type': 'LightGBMTrainer'}
2025-03-17 07:51:50,443 - src.common.app_logging.app_logger - INFO - XGBoostTrainer initialized successfully | Context: {'trainer_type': 'XGBoostTrainer'}
2025-03-17 07:51:50,443 - src.common.app_logging.app_logger - INFO - SKLearnTrainer initialized successfully | Context: {'trainer_type': 'SKLearnTrainer', 'model_type': None}
2025-03-17 07:51:50,443 - src.common.app_logging.app_logger - INFO - ModularPreprocessor initialized | Context: {}
2025-03-17 07:51:50,443 - src.common.app_logging.app_logger - INFO - ModelTester initialized | Context: {'config_type': 'ConfigManager', 'available_trainers': ['SKLEARN', 'CATBOOST', 'LIGHTGBM', 'XGBOOST']}
2025-03-17 07:51:50,443 - src.common.app_logging.app_logger - INFO - FeatureCharts initialized | Context: {}
2025-03-17 07:51:50,444 - src.common.app_logging.app_logger - INFO - MetricsCharts initialized | Context: {}
2025-03-17 07:51:50,444 - src.common.app_logging.app_logger - INFO - LearningCurveCharts initialized | Context: {}
2025-03-17 07:51:50,444 - src.common.app_logging.app_logger - INFO - SHAPCharts initialized | Context: {}
2025-03-17 07:51:50,444 - src.common.app_logging.app_logger - INFO - ModelInterpretationCharts initialized | Context: {}
2025-03-17 07:51:50,444 - src.common.app_logging.app_logger - INFO - ChartOrchestrator initialized | Context: {'active_charts': [<ChartType.FEATURE: 1>, <ChartType.METRICS: 2>, <ChartType.LEARNING_CURVE: 3>, <ChartType.SHAP: 4>, <ChartType.MODEL_INTERPRETATION: 5>]}
2025-03-17 07:51:50,444 - src.common.app_logging.app_logger - INFO - Creating experiment logger | Context: {'logger_type': 'MLFLOW'}
2025-03-17 07:51:50,445 - src.common.app_logging.app_logger - ERROR - Model testing failed | Context: {'error_type': 'ModelTestingError', 'error_message': "BaseExperimentLogger.__init__() missing 1 required positional argument: 'chart_orchestrator'", 'traceback': 'Traceback (most recent call last):\n File "E:\\OneDrive\\nba_analysis_project\\src\\model_testing\\main.py", line 38, in main\n experiment_logger = container.experiment_logger()\n ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n File "src/dependency_injector/providers.pyx", line 225, in dependency_injector.providers.Provider.__call__\n File "src/dependency_injector/providers.pyx", line 2689, in dependency_injector.providers.Factory._provide\n File "src/dependency_injector/providers.pxd", line 650, in dependency_injector.providers.__factory_call\n File "src/dependency_injector/providers.pxd", line 608, in dependency_injector.providers.__call\n File "E:\\OneDrive\\nba_analysis_project\\src\\model_testing\\experiment_loggers\\experiment_logger_factory.py", line 63, in create_logger\n return logger_class(\n ^^^^^^^^^^^^^\n File "E:\\OneDrive\\nba_analysis_project\\src\\model_testing\\experiment_loggers\\mlflow_logger.py", line 106, in __init__\n super().__init__(config, app_logger, error_handler, chart_orchestrator)\nTypeError: BaseExperimentLogger.__init__() missing 1 required positional argument: \'chart_orchestrator\'\n'}
2025-03-17 07:53:30,901 - src.common.app_logging.app_logger - INFO - HyperParamsManager initialized | Context: {'storage_dir': 'E:\\OneDrive\\nba_analysis_project\\src/hyperparameter_history'}
2025-03-17 07:53:30,902 - src.common.app_logging.app_logger - INFO - SKLearnTrainer initialized successfully | Context: {'trainer_type': 'SKLearnTrainer', 'model_type': None}
2025-03-17 07:53:30,902 - src.common.app_logging.app_logger - INFO - CatBoostTrainer initialized successfully | Context: {'trainer_type': 'CatBoostTrainer'}
2025-03-17 07:53:30,903 - src.common.app_logging.app_logger - INFO - LightGBMTrainer initialized successfully | Context: {'trainer_type': 'LightGBMTrainer'}
2025-03-17 07:53:30,903 - src.common.app_logging.app_logger - INFO - XGBoostTrainer initialized successfully | Context: {'trainer_type': 'XGBoostTrainer'}
2025-03-17 07:53:30,903 - src.common.app_logging.app_logger - INFO - SKLearnTrainer initialized successfully | Context: {'trainer_type': 'SKLearnTrainer', 'model_type': None}
2025-03-17 07:53:30,904 - src.common.app_logging.app_logger - INFO - ModularPreprocessor initialized | Context: {}
2025-03-17 07:53:30,904 - src.common.app_logging.app_logger - INFO - ModelTester initialized | Context: {'config_type': 'ConfigManager', 'available_trainers': ['SKLEARN', 'CATBOOST', 'LIGHTGBM', 'XGBOOST']}
2025-03-17 07:53:30,905 - src.common.app_logging.app_logger - INFO - HyperParamsManager initialized | Context: {'storage_dir': 'E:\\OneDrive\\nba_analysis_project\\src/hyperparameter_history'}
2025-03-17 07:53:30,905 - src.common.app_logging.app_logger - ERROR - Model testing failed | Context: {'error_type': 'ModelTestingError', 'error_message': "OptimizerFactory.create_optimizer() got an unexpected keyword argument 'app_file_handler'", 'traceback': 'Traceback (most recent call last):\n File "E:\\OneDrive\\nba_analysis_project\\src\\model_testing\\main.py", line 38, in main\n optimizer = container.optimizer()\n ^^^^^^^^^^^^^^^^^^^^^\n File "src/dependency_injector/providers.pyx", line 225, in dependency_injector.providers.Provider.__call__\n File "src/dependency_injector/providers.pyx", line 2689, in dependency_injector.providers.Factory._provide\n File "src/dependency_injector/providers.pxd", line 650, in dependency_injector.providers.__factory_call\n File "src/dependency_injector/providers.pxd", line 608, in dependency_injector.providers.__call\nTypeError: OptimizerFactory.create_optimizer() got an unexpected keyword argument \'app_file_handler\'\n'}
2025-03-17 08:02:02,105 - src.common.app_logging.app_logger - INFO - HyperParamsManager initialized | Context: {'storage_dir': 'E:\\OneDrive\\nba_analysis_project\\src/hyperparameter_history'}
2025-03-17 08:02:02,107 - src.common.app_logging.app_logger - ERROR - Model testing failed | Context: {'error_type': 'ModelTestingError', 'error_message': "TrainerFactory.create_trainers() got an unexpected keyword argument 'app_file_handler'", 'traceback': 'Traceback (most recent call last):\n File "E:\\OneDrive\\nba_analysis_project\\src\\model_testing\\main.py", line 37, in main\n model_tester = container.model_tester()\n ^^^^^^^^^^^^^^^^^^^^^^^^\n File "src/dependency_injector/providers.pyx", line 225, in dependency_injector.providers.Provider.__call__\n File "src/dependency_injector/providers.pyx", line 2689, in dependency_injector.providers.Factory._provide\n File "src/dependency_injector/providers.pxd", line 650, in dependency_injector.providers.__factory_call\n File "src/dependency_injector/providers.pxd", line 577, in dependency_injector.providers.__call\n File "src/dependency_injector/providers.pxd", line 445, in dependency_injector.providers.__provide_keyword_args\n File "src/dependency_injector/providers.pxd", line 365, in dependency_injector.providers.__get_value\n File "src/dependency_injector/providers.pyx", line 225, in dependency_injector.providers.Provider.__call__\n File "src/dependency_injector/providers.pyx", line 2689, in dependency_injector.providers.Factory._provide\n File "src/dependency_injector/providers.pxd", line 650, in dependency_injector.providers.__factory_call\n File "src/dependency_injector/providers.pxd", line 608, in dependency_injector.providers.__call\nTypeError: TrainerFactory.create_trainers() got an unexpected keyword argument \'app_file_handler\'\n'}
2025-03-17 08:26:22,140 - src.common.app_logging.app_logger - INFO - HyperParamsManager initialized | Context: {'storage_dir': 'E:\\OneDrive\\nba_analysis_project\\src/hyperparameter_history'}
2025-03-17 08:26:22,142 - src.common.app_logging.app_logger - ERROR - Model testing failed | Context: {'error_type': 'ModelTestingError', 'error_message': "TrainerFactory.create_trainers() got an unexpected keyword argument 'app_file_handler'", 'traceback': 'Traceback (most recent call last):\n File "E:\\OneDrive\\nba_analysis_project\\src\\model_testing\\main.py", line 37, in main\n model_tester = container.model_tester()\n ^^^^^^^^^^^^^^^^^^^^^^^^\n File "src/dependency_injector/providers.pyx", line 225, in dependency_injector.providers.Provider.__call__\n File "src/dependency_injector/providers.pyx", line 2689, in dependency_injector.providers.Factory._provide\n File "src/dependency_injector/providers.pxd", line 650, in dependency_injector.providers.__factory_call\n File "src/dependency_injector/providers.pxd", line 577, in dependency_injector.providers.__call\n File "src/dependency_injector/providers.pxd", line 445, in dependency_injector.providers.__provide_keyword_args\n File "src/dependency_injector/providers.pxd", line 365, in dependency_injector.providers.__get_value\n File "src/dependency_injector/providers.pyx", line 225, in dependency_injector.providers.Provider.__call__\n File "src/dependency_injector/providers.pyx", line 2689, in dependency_injector.providers.Factory._provide\n File "src/dependency_injector/providers.pxd", line 650, in dependency_injector.providers.__factory_call\n File "src/dependency_injector/providers.pxd", line 608, in dependency_injector.providers.__call\nTypeError: TrainerFactory.create_trainers() got an unexpected keyword argument \'app_file_handler\'\n'}
2025-03-17 08:28:34,672 - src.common.app_logging.app_logger - INFO - HyperParamsManager initialized | Context: {'storage_dir': 'E:\\OneDrive\\nba_analysis_project\\src/hyperparameter_history'}
2025-03-17 08:28:34,672 - src.common.app_logging.app_logger - INFO - SKLearnTrainer initialized successfully | Context: {'trainer_type': 'SKLearnTrainer', 'model_type': None}
2025-03-17 08:28:34,672 - src.common.app_logging.app_logger - INFO - CatBoostTrainer initialized successfully | Context: {'trainer_type': 'CatBoostTrainer'}
2025-03-17 08:28:34,673 - src.common.app_logging.app_logger - INFO - LightGBMTrainer initialized successfully | Context: {'trainer_type': 'LightGBMTrainer'}
2025-03-17 08:28:34,673 - src.common.app_logging.app_logger - INFO - XGBoostTrainer initialized successfully | Context: {'trainer_type': 'XGBoostTrainer'}
2025-03-17 08:28:34,673 - src.common.app_logging.app_logger - INFO - SKLearnTrainer initialized successfully | Context: {'trainer_type': 'SKLearnTrainer', 'model_type': None}
2025-03-17 08:28:34,673 - src.common.app_logging.app_logger - INFO - ModularPreprocessor initialized | Context: {}
2025-03-17 08:28:34,673 - src.common.app_logging.app_logger - INFO - ModelTester initialized | Context: {'config_type': 'ConfigManager', 'available_trainers': ['SKLEARN', 'CATBOOST', 'LIGHTGBM', 'XGBOOST']}
2025-03-17 08:28:34,674 - src.common.app_logging.app_logger - INFO - FeatureCharts initialized | Context: {}
2025-03-17 08:28:34,674 - src.common.app_logging.app_logger - INFO - MetricsCharts initialized | Context: {}
2025-03-17 08:28:34,674 - src.common.app_logging.app_logger - INFO - LearningCurveCharts initialized | Context: {}
2025-03-17 08:28:34,674 - src.common.app_logging.app_logger - INFO - SHAPCharts initialized | Context: {}
2025-03-17 08:28:34,674 - src.common.app_logging.app_logger - INFO - ModelInterpretationCharts initialized | Context: {}
2025-03-17 08:28:34,674 - src.common.app_logging.app_logger - INFO - ChartOrchestrator initialized | Context: {'active_charts': [<ChartType.FEATURE: 1>, <ChartType.METRICS: 2>, <ChartType.LEARNING_CURVE: 3>, <ChartType.SHAP: 4>, <ChartType.MODEL_INTERPRETATION: 5>]}
2025-03-17 08:28:34,675 - src.common.app_logging.app_logger - INFO - HyperParamsManager initialized | Context: {'storage_dir': 'E:\\OneDrive\\nba_analysis_project\\src/hyperparameter_history'}
2025-03-17 08:28:34,675 - src.common.app_logging.app_logger - ERROR - Model testing failed | Context: {'error_type': 'ModelTestingError', 'error_message': "OptunaOptimizer.__init__() got an unexpected keyword argument 'optimizer_config'", 'traceback': 'Traceback (most recent call last):\n File "E:\\OneDrive\\nba_analysis_project\\src\\model_testing\\main.py", line 39, in main\n optimizer = container.optimizer()\n ^^^^^^^^^^^^^^^^^^^^^\n File "src/dependency_injector/providers.pyx", line 225, in dependency_injector.providers.Provider.__call__\n File "src/dependency_injector/providers.pyx", line 2689, in dependency_injector.providers.Factory._provide\n File "src/dependency_injector/providers.pxd", line 650, in dependency_injector.providers.__factory_call\n File "src/dependency_injector/providers.pxd", line 608, in dependency_injector.providers.__call\n File "E:\\OneDrive\\nba_analysis_project\\src\\model_testing\\hyperparams_optimizers\\hyperparams_optimizer_factory.py", line 50, in create_optimizer\n return optimizer_class(\n ^^^^^^^^^^^^^^^^\nTypeError: OptunaOptimizer.__init__() got an unexpected keyword argument \'optimizer_config\'\n'}
2025-03-17 08:33:39,511 - src.common.app_logging.app_logger - INFO - HyperParamsManager initialized | Context: {'storage_dir': 'E:\\OneDrive\\nba_analysis_project\\src/hyperparameter_history'}
2025-03-17 08:33:39,511 - src.common.app_logging.app_logger - INFO - SKLearnTrainer initialized successfully | Context: {'trainer_type': 'SKLearnTrainer', 'model_type': None}
2025-03-17 08:33:39,512 - src.common.app_logging.app_logger - INFO - CatBoostTrainer initialized successfully | Context: {'trainer_type': 'CatBoostTrainer'}
2025-03-17 08:33:39,512 - src.common.app_logging.app_logger - INFO - LightGBMTrainer initialized successfully | Context: {'trainer_type': 'LightGBMTrainer'}
2025-03-17 08:33:39,512 - src.common.app_logging.app_logger - INFO - XGBoostTrainer initialized successfully | Context: {'trainer_type': 'XGBoostTrainer'}
2025-03-17 08:33:39,513 - src.common.app_logging.app_logger - INFO - SKLearnTrainer initialized successfully | Context: {'trainer_type': 'SKLearnTrainer', 'model_type': None}
2025-03-17 08:33:39,513 - src.common.app_logging.app_logger - INFO - ModularPreprocessor initialized | Context: {}
2025-03-17 08:33:39,513 - src.common.app_logging.app_logger - INFO - ModelTester initialized | Context: {'config_type': 'ConfigManager', 'available_trainers': ['SKLEARN', 'CATBOOST', 'LIGHTGBM', 'XGBOOST']}
2025-03-17 08:33:39,513 - src.common.app_logging.app_logger - INFO - FeatureCharts initialized | Context: {}
2025-03-17 08:33:39,514 - src.common.app_logging.app_logger - INFO - MetricsCharts initialized | Context: {}
2025-03-17 08:33:39,514 - src.common.app_logging.app_logger - INFO - LearningCurveCharts initialized | Context: {}
2025-03-17 08:33:39,514 - src.common.app_logging.app_logger - INFO - SHAPCharts initialized | Context: {}
2025-03-17 08:33:39,514 - src.common.app_logging.app_logger - INFO - ModelInterpretationCharts initialized | Context: {}
2025-03-17 08:33:39,514 - src.common.app_logging.app_logger - INFO - ChartOrchestrator initialized | Context: {'active_charts': [<ChartType.FEATURE: 1>, <ChartType.METRICS: 2>, <ChartType.LEARNING_CURVE: 3>, <ChartType.SHAP: 4>, <ChartType.MODEL_INTERPRETATION: 5>]}
2025-03-17 08:33:39,515 - src.common.app_logging.app_logger - INFO - HyperParamsManager initialized | Context: {'storage_dir': 'E:\\OneDrive\\nba_analysis_project\\src/hyperparameter_history'}
2025-03-17 08:33:39,515 - src.common.app_logging.app_logger - INFO - OptunaOptimizer initialized | Context: {}
2025-03-17 08:33:39,515 - src.common.app_logging.app_logger - INFO - Creating experiment logger | Context: {'logger_type': 'MLFLOW'}
2025-03-17 08:33:39,516 - src.common.app_logging.app_logger - ERROR - Model testing failed | Context: {'error_type': 'ModelTestingError', 'error_message': "BaseExperimentLogger.__init__() missing 1 required positional argument: 'chart_orchestrator'", 'traceback': 'Traceback (most recent call last):\n File "E:\\OneDrive\\nba_analysis_project\\src\\model_testing\\main.py", line 40, in main\n experiment_logger = container.experiment_logger()\n ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n File "src/dependency_injector/providers.pyx", line 225, in dependency_injector.providers.Provider.__call__\n File "src/dependency_injector/providers.pyx", line 2689, in dependency_injector.providers.Factory._provide\n File "src/dependency_injector/providers.pxd", line 650, in dependency_injector.providers.__factory_call\n File "src/dependency_injector/providers.pxd", line 608, in dependency_injector.providers.__call\n File "E:\\OneDrive\\nba_analysis_project\\src\\model_testing\\experiment_loggers\\experiment_logger_factory.py", line 63, in create_logger\n return logger_class(\n ^^^^^^^^^^^^^\n File "E:\\OneDrive\\nba_analysis_project\\src\\model_testing\\experiment_loggers\\mlflow_logger.py", line 106, in __init__\n super().__init__(config, app_logger, error_handler, chart_orchestrator)\nTypeError: BaseExperimentLogger.__init__() missing 1 required positional argument: \'chart_orchestrator\'\n'}
2025-03-17 08:38:14,308 - src.common.app_logging.app_logger - INFO - HyperParamsManager initialized | Context: {'storage_dir': 'E:\\OneDrive\\nba_analysis_project\\src/hyperparameter_history'}
2025-03-17 08:38:14,309 - src.common.app_logging.app_logger - INFO - SKLearnTrainer initialized successfully | Context: {'trainer_type': 'SKLearnTrainer', 'model_type': None}
2025-03-17 08:38:14,309 - src.common.app_logging.app_logger - INFO - CatBoostTrainer initialized successfully | Context: {'trainer_type': 'CatBoostTrainer'}
2025-03-17 08:38:14,309 - src.common.app_logging.app_logger - INFO - LightGBMTrainer initialized successfully | Context: {'trainer_type': 'LightGBMTrainer'}
2025-03-17 08:38:14,309 - src.common.app_logging.app_logger - INFO - XGBoostTrainer initialized successfully | Context: {'trainer_type': 'XGBoostTrainer'}
2025-03-17 08:38:14,309 - src.common.app_logging.app_logger - INFO - SKLearnTrainer initialized successfully | Context: {'trainer_type': 'SKLearnTrainer', 'model_type': None}
2025-03-17 08:38:14,310 - src.common.app_logging.app_logger - INFO - ModularPreprocessor initialized | Context: {}
2025-03-17 08:38:14,310 - src.common.app_logging.app_logger - INFO - FeatureCharts initialized | Context: {}
2025-03-17 08:38:14,310 - src.common.app_logging.app_logger - INFO - MetricsCharts initialized | Context: {}
2025-03-17 08:38:14,311 - src.common.app_logging.app_logger - INFO - LearningCurveCharts initialized | Context: {}
2025-03-17 08:38:14,311 - src.common.app_logging.app_logger - INFO - SHAPCharts initialized | Context: {}
2025-03-17 08:38:14,311 - src.common.app_logging.app_logger - INFO - ModelInterpretationCharts initialized | Context: {}
2025-03-17 08:38:14,312 - src.common.app_logging.app_logger - INFO - ChartOrchestrator initialized | Context: {'active_charts': [<ChartType.FEATURE: 1>, <ChartType.METRICS: 2>, <ChartType.LEARNING_CURVE: 3>, <ChartType.SHAP: 4>, <ChartType.MODEL_INTERPRETATION: 5>]}
2025-03-17 08:38:14,312 - src.common.app_logging.app_logger - INFO - ModelTester initialized | Context: {'config_type': 'ConfigManager', 'available_trainers': ['SKLEARN', 'CATBOOST', 'LIGHTGBM', 'XGBOOST']}
2025-03-17 08:38:14,313 - src.common.app_logging.app_logger - INFO - OptunaOptimizer initialized | Context: {}
2025-03-17 08:38:14,313 - src.common.app_logging.app_logger - INFO - Creating experiment logger | Context: {'logger_type': 'MLFLOW'}
2025-03-17 08:38:14,314 - src.common.app_logging.app_logger - ERROR - Model testing failed | Context: {'error_type': 'ModelTestingError', 'error_message': "BaseExperimentLogger.__init__() missing 1 required positional argument: 'chart_orchestrator'", 'traceback': 'Traceback (most recent call last):\n File "E:\\OneDrive\\nba_analysis_project\\src\\model_testing\\main.py", line 40, in main\n experiment_logger = container.experiment_logger()\n ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n File "src/dependency_injector/providers.pyx", line 225, in dependency_injector.providers.Provider.__call__\n File "src/dependency_injector/providers.pyx", line 2689, in dependency_injector.providers.Factory._provide\n File "src/dependency_injector/providers.pxd", line 650, in dependency_injector.providers.__factory_call\n File "src/dependency_injector/providers.pxd", line 608, in dependency_injector.providers.__call\n File "E:\\OneDrive\\nba_analysis_project\\src\\model_testing\\experiment_loggers\\experiment_logger_factory.py", line 63, in create_logger\n return logger_class(\n ^^^^^^^^^^^^^\n File "E:\\OneDrive\\nba_analysis_project\\src\\model_testing\\experiment_loggers\\mlflow_logger.py", line 106, in __init__\n super().__init__(config, app_logger, error_handler, chart_orchestrator)\nTypeError: BaseExperimentLogger.__init__() missing 1 required positional argument: \'chart_orchestrator\'\n'}