Kidney_Disease_Classification/logs/running_logs.log

[2024-06-13 13:58:50,138: INFO: main: Welcome to logger]
[2024-06-13 15:53:01,473: INFO: main: >>>>>> stage Data Ingestion stage started <<<<<<]
[2024-06-13 15:53:01,475: INFO: common: yaml file: config\config.yaml loaded successfully]
[2024-06-13 15:53:01,476: INFO: common: yaml file: params.yaml loaded successfully]
[2024-06-13 15:53:01,477: INFO: common: created directory at: artifacts]
[2024-06-13 15:53:01,478: INFO: common: created directory at: artifacts/data_ingestion]
[2024-06-13 15:53:01,479: INFO: data_ingestion: Downloading data from https://drive.google.com/file/d/1vlhZ5c7abUKF8xXERIw6m9Te8fW7ohw3/view?usp=sharing into file artifacts/data_ingestion/data.zip]
[2024-06-13 15:53:20,545: INFO: data_ingestion: Downloaded data from https://drive.google.com/file/d/1vlhZ5c7abUKF8xXERIw6m9Te8fW7ohw3/view?usp=sharing into file artifacts/data_ingestion/data.zip]
[2024-06-13 15:53:21,971: INFO: main: >>>>>> stage Data Ingestion stage completed <<<<<<

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[2024-06-13 16:37:52,703: INFO: main: >>>>>> stage Data Ingestion stage started <<<<<<]
[2024-06-13 16:37:52,705: INFO: common: yaml file: config\config.yaml loaded successfully]
[2024-06-13 16:37:52,705: INFO: common: yaml file: config\config.yaml loaded successfully]
[2024-06-13 16:37:52,706: INFO: common: yaml file: params.yaml loaded successfully]
[2024-06-13 16:37:52,706: INFO: common: yaml file: params.yaml loaded successfully]
[2024-06-13 16:37:52,707: INFO: common: created directory at: artifacts]
[2024-06-13 16:37:52,707: INFO: common: created directory at: artifacts]
[2024-06-13 16:37:52,707: INFO: common: created directory at: artifacts/data_ingestion]
[2024-06-13 16:37:52,707: INFO: common: created directory at: artifacts/data_ingestion]
[2024-06-13 16:37:52,708: INFO: data_ingestion: Downloading data from https://drive.google.com/file/d/1vlhZ5c7abUKF8xXERIw6m9Te8fW7ohw3/view?usp=sharing into file artifacts/data_ingestion/data.zip]
[2024-06-13 16:37:52,708: INFO: data_ingestion: Downloading data from https://drive.google.com/file/d/1vlhZ5c7abUKF8xXERIw6m9Te8fW7ohw3/view?usp=sharing into file artifacts/data_ingestion/data.zip]
[2024-06-13 16:38:16,628: INFO: data_ingestion: Downloaded data from https://drive.google.com/file/d/1vlhZ5c7abUKF8xXERIw6m9Te8fW7ohw3/view?usp=sharing into file artifacts/data_ingestion/data.zip]
[2024-06-13 16:38:17,590: INFO: main: >>>>>> stage Data Ingestion stage completed <<<<<<

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[2024-06-13 16:38:17,590: INFO: main: *******************]
[2024-06-13 16:38:17,592: INFO: main: >>>>>> stage Prepare base model started <<<<<<]
[2024-06-13 16:38:17,598: INFO: common: yaml file: config\config.yaml loaded successfully]
[2024-06-13 16:38:17,599: INFO: common: yaml file: params.yaml loaded successfully]
[2024-06-13 16:38:17,599: INFO: common: created directory at: artifacts]
[2024-06-13 16:38:17,600: INFO: common: created directory at: artifacts/prepare_base_model]
[2024-06-13 16:38:18,119: WARNING: saving_utils: Compiled the loaded model, but the compiled metrics have yet to be built. `model.compile_metrics` will be empty until you train or evaluate the model.]
[2024-06-13 16:38:19,179: INFO: main: >>>>>> stage Prepare base model completed <<<<<<

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[2024-06-13 16:38:25,303: INFO: data_ingestion: Downloaded data from https://drive.google.com/file/d/1vlhZ5c7abUKF8xXERIw6m9Te8fW7ohw3/view?usp=sharing into file artifacts/data_ingestion/data.zip]
[2024-06-13 16:38:26,141: INFO: main: >>>>>> stage Data Ingestion stage completed <<<<<<

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[2024-06-13 16:38:26,142: INFO: main: *******************]
[2024-06-13 16:38:26,142: INFO: main: >>>>>> stage Prepare base model started <<<<<<]
[2024-06-13 16:38:26,144: INFO: common: yaml file: config\config.yaml loaded successfully]
[2024-06-13 16:38:26,146: INFO: common: yaml file: params.yaml loaded successfully]
[2024-06-13 16:38:26,147: INFO: common: created directory at: artifacts]
[2024-06-13 16:38:26,147: INFO: common: created directory at: artifacts/prepare_base_model]
[2024-06-13 16:38:26,567: WARNING: saving_utils: Compiled the loaded model, but the compiled metrics have yet to be built. `model.compile_metrics` will be empty until you train or evaluate the model.]
[2024-06-13 16:38:27,313: INFO: main: >>>>>> stage Prepare base model completed <<<<<<

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[2024-06-13 17:03:31,825: INFO: main: >>>>>> stage Data Ingestion stage started <<<<<<]
[2024-06-13 17:03:31,828: INFO: common: yaml file: config\config.yaml loaded successfully]
[2024-06-13 17:03:31,830: INFO: common: yaml file: params.yaml loaded successfully]
[2024-06-13 17:03:31,831: INFO: common: created directory at: artifacts]
[2024-06-13 17:03:31,831: INFO: common: created directory at: artifacts/data_ingestion]
[2024-06-13 17:03:31,832: INFO: data_ingestion: Downloading data from https://drive.google.com/file/d/1vlhZ5c7abUKF8xXERIw6m9Te8fW7ohw3/view?usp=sharing into file artifacts/data_ingestion/data.zip]
[2024-06-13 17:03:49,730: INFO: data_ingestion: Downloaded data from https://drive.google.com/file/d/1vlhZ5c7abUKF8xXERIw6m9Te8fW7ohw3/view?usp=sharing into file artifacts/data_ingestion/data.zip]
[2024-06-13 17:03:50,775: INFO: main: >>>>>> stage Data Ingestion stage completed <<<<<<

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[2024-06-13 17:03:50,775: INFO: main: *******************]
[2024-06-13 17:03:50,776: INFO: main: >>>>>> stage Prepare base model started <<<<<<]
[2024-06-13 17:03:50,779: INFO: common: yaml file: config\config.yaml loaded successfully]
[2024-06-13 17:03:50,780: INFO: common: yaml file: params.yaml loaded successfully]
[2024-06-13 17:03:50,782: INFO: common: created directory at: artifacts]
[2024-06-13 17:03:50,782: INFO: common: created directory at: artifacts/prepare_base_model]
[2024-06-13 17:03:51,311: WARNING: saving_utils: Compiled the loaded model, but the compiled metrics have yet to be built. `model.compile_metrics` will be empty until you train or evaluate the model.]
[2024-06-13 17:03:52,796: INFO: main: >>>>>> stage Prepare base model completed <<<<<<

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[2024-06-13 17:03:52,797: INFO: main: *******************]
[2024-06-13 17:03:52,798: INFO: main: >>>>>> stage Training started <<<<<<]
[2024-06-13 17:03:52,798: ERROR: main: name 'ModelTrainingPipeline' is not defined]
Traceback (most recent call last):
  File "F:\End_to_End\Kidney_Disease_Classification\main.py", line 36, in <module>
    model_trainer = ModelTrainingPipeline()
                    ^^^^^^^^^^^^^^^^^^^^^
NameError: name 'ModelTrainingPipeline' is not defined
[2024-06-13 17:04:37,865: INFO: main: >>>>>> stage Data Ingestion stage started <<<<<<]
[2024-06-13 17:04:37,868: INFO: common: yaml file: config\config.yaml loaded successfully]
[2024-06-13 17:04:37,870: INFO: common: yaml file: params.yaml loaded successfully]
[2024-06-13 17:04:37,870: INFO: common: created directory at: artifacts]
[2024-06-13 17:04:37,871: INFO: common: created directory at: artifacts/data_ingestion]
[2024-06-13 17:04:37,871: INFO: data_ingestion: Downloading data from https://drive.google.com/file/d/1vlhZ5c7abUKF8xXERIw6m9Te8fW7ohw3/view?usp=sharing into file artifacts/data_ingestion/data.zip]
[2024-06-13 17:04:56,497: INFO: data_ingestion: Downloaded data from https://drive.google.com/file/d/1vlhZ5c7abUKF8xXERIw6m9Te8fW7ohw3/view?usp=sharing into file artifacts/data_ingestion/data.zip]
[2024-06-13 17:04:57,469: INFO: main: >>>>>> stage Data Ingestion stage completed <<<<<<

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[2024-06-13 17:04:57,470: INFO: main: *******************]
[2024-06-13 17:04:57,471: INFO: main: >>>>>> stage Prepare base model started <<<<<<]
[2024-06-13 17:04:57,473: INFO: common: yaml file: config\config.yaml loaded successfully]
[2024-06-13 17:04:57,476: INFO: common: yaml file: params.yaml loaded successfully]
[2024-06-13 17:04:57,477: INFO: common: created directory at: artifacts]
[2024-06-13 17:04:57,477: INFO: common: created directory at: artifacts/prepare_base_model]
[2024-06-13 17:04:57,884: WARNING: saving_utils: Compiled the loaded model, but the compiled metrics have yet to be built. `model.compile_metrics` will be empty until you train or evaluate the model.]
[2024-06-13 17:04:59,917: INFO: main: >>>>>> stage Prepare base model completed <<<<<<

x==========x]
[2024-06-13 17:04:59,918: INFO: main: *******************]
[2024-06-13 17:04:59,919: INFO: main: >>>>>> stage Training started <<<<<<]
[2024-06-13 17:04:59,923: INFO: common: yaml file: config\config.yaml loaded successfully]
[2024-06-13 17:04:59,924: INFO: common: yaml file: params.yaml loaded successfully]
[2024-06-13 17:04:59,925: INFO: common: created directory at: artifacts]
[2024-06-13 17:04:59,925: INFO: common: created directory at: artifacts\training]
[2024-06-13 17:06:12,744: INFO: main: >>>>>> stage Training completed <<<<<<

x==========x]
[2024-06-13 18:26:30,739: INFO: main: >>>>>> stage Data Ingestion stage started <<<<<<]
[2024-06-13 18:26:30,741: INFO: common: yaml file: config\config.yaml loaded successfully]
[2024-06-13 18:26:30,743: INFO: common: yaml file: params.yaml loaded successfully]
[2024-06-13 18:26:30,743: INFO: common: created directory at: artifacts]
[2024-06-13 18:26:30,743: INFO: common: created directory at: artifacts/data_ingestion]
[2024-06-13 18:26:30,744: INFO: data_ingestion: Downloading data from https://drive.google.com/file/d/1vlhZ5c7abUKF8xXERIw6m9Te8fW7ohw3/view?usp=sharing into file artifacts/data_ingestion/data.zip]
[2024-06-13 18:26:50,029: INFO: data_ingestion: Downloaded data from https://drive.google.com/file/d/1vlhZ5c7abUKF8xXERIw6m9Te8fW7ohw3/view?usp=sharing into file artifacts/data_ingestion/data.zip]
[2024-06-13 18:26:51,265: INFO: main: >>>>>> stage Data Ingestion stage completed <<<<<<

x==========x]
[2024-06-13 18:26:51,266: INFO: main: *******************]
[2024-06-13 18:26:51,266: INFO: main: >>>>>> stage Prepare base model started <<<<<<]
[2024-06-13 18:26:51,268: INFO: common: yaml file: config\config.yaml loaded successfully]
[2024-06-13 18:26:51,269: INFO: common: yaml file: params.yaml loaded successfully]
[2024-06-13 18:26:51,270: INFO: common: created directory at: artifacts]
[2024-06-13 18:26:51,270: INFO: common: created directory at: artifacts/prepare_base_model]
[2024-06-13 18:26:51,705: WARNING: saving_utils: Compiled the loaded model, but the compiled metrics have yet to be built. `model.compile_metrics` will be empty until you train or evaluate the model.]
[2024-06-13 18:26:53,192: INFO: main: >>>>>> stage Prepare base model completed <<<<<<

x==========x]
[2024-06-13 18:26:53,193: INFO: main: *******************]
[2024-06-13 18:26:53,194: INFO: main: >>>>>> stage Training started <<<<<<]
[2024-06-13 18:26:53,198: INFO: common: yaml file: config\config.yaml loaded successfully]
[2024-06-13 18:26:53,199: INFO: common: yaml file: params.yaml loaded successfully]
[2024-06-13 18:26:53,200: INFO: common: created directory at: artifacts]
[2024-06-13 18:26:53,200: INFO: common: created directory at: artifacts\training]
[2024-06-13 18:28:01,427: INFO: main: >>>>>> stage Training completed <<<<<<

x==========x]
[2024-06-13 18:28:01,428: INFO: main: *******************]
[2024-06-13 18:28:01,429: INFO: main: >>>>>> stage Evaluation stage started <<<<<<]
[2024-06-13 18:28:01,435: INFO: common: yaml file: config\config.yaml loaded successfully]
[2024-06-13 18:28:01,439: INFO: common: yaml file: params.yaml loaded successfully]
[2024-06-13 18:28:01,440: INFO: common: created directory at: artifacts]
[2024-06-13 18:28:24,171: INFO: common: json file saved at: scores.json]
[2024-06-13 18:28:24,172: INFO: common: json file saved at: scores.json]
[2024-06-13 18:28:24,172: INFO: main: >>>>>> stage Evaluation stage completed <<<<<<

x==========x]
[2024-06-13 18:39:56,401: INFO: main: >>>>>> stage Data Ingestion stage started <<<<<<]
[2024-06-13 18:39:56,403: INFO: common: yaml file: config\config.yaml loaded successfully]
[2024-06-13 18:39:56,405: INFO: common: yaml file: params.yaml loaded successfully]
[2024-06-13 18:39:56,405: INFO: common: created directory at: artifacts]
[2024-06-13 18:39:56,405: INFO: common: created directory at: artifacts/data_ingestion]
[2024-06-13 18:39:56,406: INFO: data_ingestion: Downloading data from https://drive.google.com/file/d/1vlhZ5c7abUKF8xXERIw6m9Te8fW7ohw3/view?usp=sharing into file artifacts/data_ingestion/data.zip]
[2024-06-13 18:40:14,028: INFO: data_ingestion: Downloaded data from https://drive.google.com/file/d/1vlhZ5c7abUKF8xXERIw6m9Te8fW7ohw3/view?usp=sharing into file artifacts/data_ingestion/data.zip]
[2024-06-13 18:40:15,116: INFO: main: >>>>>> stage Data Ingestion stage completed <<<<<<

x==========x]
[2024-06-13 18:40:15,116: INFO: main: *******************]
[2024-06-13 18:40:15,117: INFO: main: >>>>>> stage Prepare base model started <<<<<<]
[2024-06-13 18:40:15,118: INFO: common: yaml file: config\config.yaml loaded successfully]
[2024-06-13 18:40:15,121: INFO: common: yaml file: params.yaml loaded successfully]
[2024-06-13 18:40:15,121: INFO: common: created directory at: artifacts]
[2024-06-13 18:40:15,121: INFO: common: created directory at: artifacts/prepare_base_model]
[2024-06-13 18:40:15,594: WARNING: saving_utils: Compiled the loaded model, but the compiled metrics have yet to be built. `model.compile_metrics` will be empty until you train or evaluate the model.]
[2024-06-13 18:40:16,899: INFO: main: >>>>>> stage Prepare base model completed <<<<<<

x==========x]
[2024-06-13 18:40:16,899: INFO: main: *******************]
[2024-06-13 18:40:16,900: INFO: main: >>>>>> stage Training started <<<<<<]
[2024-06-13 18:40:16,905: INFO: common: yaml file: config\config.yaml loaded successfully]
[2024-06-13 18:40:16,906: INFO: common: yaml file: params.yaml loaded successfully]
[2024-06-13 18:40:16,907: INFO: common: created directory at: artifacts]
[2024-06-13 18:40:16,907: INFO: common: created directory at: artifacts\training]
[2024-06-13 18:41:31,730: INFO: main: >>>>>> stage Training completed <<<<<<

x==========x]
[2024-06-13 18:41:31,731: INFO: main: *******************]
[2024-06-13 18:41:31,732: INFO: main: >>>>>> stage Evaluation stage started <<<<<<]
[2024-06-13 18:41:31,736: INFO: common: yaml file: config\config.yaml loaded successfully]
[2024-06-13 18:41:31,738: INFO: common: yaml file: params.yaml loaded successfully]
[2024-06-13 18:41:31,738: INFO: common: created directory at: artifacts]
[2024-06-13 18:41:53,733: INFO: common: json file saved at: scores.json]
[2024-06-13 18:41:53,734: INFO: common: json file saved at: scores.json]
[2024-06-13 18:41:53,734: INFO: main: >>>>>> stage Evaluation stage completed <<<<<<

x==========x]
[2024-06-13 18:46:05,754: INFO: main: >>>>>> stage Data Ingestion stage started <<<<<<]
[2024-06-13 18:46:05,757: INFO: common: yaml file: config\config.yaml loaded successfully]
[2024-06-13 18:46:05,759: INFO: common: yaml file: params.yaml loaded successfully]
[2024-06-13 18:46:05,761: INFO: common: created directory at: artifacts]
[2024-06-13 18:46:05,761: INFO: common: created directory at: artifacts/data_ingestion]
[2024-06-13 18:46:05,762: INFO: data_ingestion: Downloading data from https://drive.google.com/file/d/1vlhZ5c7abUKF8xXERIw6m9Te8fW7ohw3/view?usp=sharing into file artifacts/data_ingestion/data.zip]
[2024-06-13 18:46:22,764: INFO: data_ingestion: Downloaded data from https://drive.google.com/file/d/1vlhZ5c7abUKF8xXERIw6m9Te8fW7ohw3/view?usp=sharing into file artifacts/data_ingestion/data.zip]
[2024-06-13 18:46:23,671: INFO: main: >>>>>> stage Data Ingestion stage completed <<<<<<

x==========x]
[2024-06-13 18:46:23,672: INFO: main: *******************]
[2024-06-13 18:46:23,673: INFO: main: >>>>>> stage Prepare base model started <<<<<<]
[2024-06-13 18:46:23,678: INFO: common: yaml file: config\config.yaml loaded successfully]
[2024-06-13 18:46:23,679: INFO: common: yaml file: params.yaml loaded successfully]
[2024-06-13 18:46:23,680: INFO: common: created directory at: artifacts]
[2024-06-13 18:46:23,680: INFO: common: created directory at: artifacts/prepare_base_model]
[2024-06-13 18:46:24,087: WARNING: saving_utils: Compiled the loaded model, but the compiled metrics have yet to be built. `model.compile_metrics` will be empty until you train or evaluate the model.]
[2024-06-13 18:46:26,265: INFO: main: >>>>>> stage Prepare base model completed <<<<<<

x==========x]
[2024-06-13 18:46:26,266: INFO: main: *******************]
[2024-06-13 18:46:26,267: INFO: main: >>>>>> stage Training started <<<<<<]
[2024-06-13 18:46:26,271: INFO: common: yaml file: config\config.yaml loaded successfully]
[2024-06-13 18:46:26,273: INFO: common: yaml file: params.yaml loaded successfully]
[2024-06-13 18:46:26,274: INFO: common: created directory at: artifacts]
[2024-06-13 18:46:26,274: INFO: common: created directory at: artifacts\training]
[2024-06-13 18:47:32,861: INFO: main: >>>>>> stage Training completed <<<<<<

x==========x]
[2024-06-13 18:47:32,861: INFO: main: *******************]
[2024-06-13 18:47:32,862: INFO: main: >>>>>> stage Evaluation stage started <<<<<<]
[2024-06-13 18:47:32,863: INFO: common: yaml file: config\config.yaml loaded successfully]
[2024-06-13 18:47:32,865: INFO: common: yaml file: params.yaml loaded successfully]
[2024-06-13 18:47:32,865: INFO: common: created directory at: artifacts]
[2024-06-13 18:47:55,711: INFO: common: json file saved at: scores.json]
[2024-06-13 18:47:55,712: INFO: common: json file saved at: scores.json]
[2024-06-13 18:47:55,713: INFO: main: >>>>>> stage Evaluation stage completed <<<<<<

x==========x]
[2024-06-13 19:11:39,923: INFO: main: >>>>>> stage Data Ingestion stage started <<<<<<]
[2024-06-13 19:11:39,925: INFO: common: yaml file: config\config.yaml loaded successfully]
[2024-06-13 19:11:39,926: INFO: common: yaml file: params.yaml loaded successfully]
[2024-06-13 19:11:39,927: INFO: common: created directory at: artifacts]
[2024-06-13 19:11:39,928: INFO: common: created directory at: artifacts/data_ingestion]
[2024-06-13 19:11:39,929: INFO: data_ingestion: Downloading data from https://drive.google.com/file/d/1vlhZ5c7abUKF8xXERIw6m9Te8fW7ohw3/view?usp=sharing into file artifacts/data_ingestion/data.zip]
[2024-06-13 19:11:57,559: INFO: data_ingestion: Downloaded data from https://drive.google.com/file/d/1vlhZ5c7abUKF8xXERIw6m9Te8fW7ohw3/view?usp=sharing into file artifacts/data_ingestion/data.zip]
[2024-06-13 19:11:58,941: INFO: main: >>>>>> stage Data Ingestion stage completed <<<<<<

x==========x]
[2024-06-13 19:11:58,942: INFO: main: *******************]
[2024-06-13 19:11:58,943: INFO: main: >>>>>> stage Prepare base model started <<<<<<]
[2024-06-13 19:11:58,947: INFO: common: yaml file: config\config.yaml loaded successfully]
[2024-06-13 19:11:58,949: INFO: common: yaml file: params.yaml loaded successfully]
[2024-06-13 19:11:58,950: INFO: common: created directory at: artifacts]
[2024-06-13 19:11:58,950: INFO: common: created directory at: artifacts/prepare_base_model]
[2024-06-13 19:11:59,361: WARNING: saving_utils: Compiled the loaded model, but the compiled metrics have yet to be built. `model.compile_metrics` will be empty until you train or evaluate the model.]
[2024-06-13 19:12:00,660: INFO: main: >>>>>> stage Prepare base model completed <<<<<<

x==========x]
[2024-06-13 19:12:00,661: INFO: main: *******************]
[2024-06-13 19:12:00,662: INFO: main: >>>>>> stage Training started <<<<<<]
[2024-06-13 19:12:00,666: INFO: common: yaml file: config\config.yaml loaded successfully]
[2024-06-13 19:12:00,667: INFO: common: yaml file: params.yaml loaded successfully]
[2024-06-13 19:12:00,668: INFO: common: created directory at: artifacts]
[2024-06-13 19:12:00,669: INFO: common: created directory at: artifacts\training]
[2024-06-13 19:13:10,260: INFO: main: >>>>>> stage Training completed <<<<<<

x==========x]
[2024-06-13 19:13:10,260: INFO: main: *******************]
[2024-06-13 19:13:10,261: INFO: main: >>>>>> stage Evaluation stage started <<<<<<]
[2024-06-13 19:13:10,266: INFO: common: yaml file: config\config.yaml loaded successfully]
[2024-06-13 19:13:10,267: INFO: common: yaml file: params.yaml loaded successfully]
[2024-06-13 19:13:10,268: INFO: common: created directory at: artifacts]
[2024-06-13 19:13:33,115: INFO: common: json file saved at: scores.json]
[2024-06-13 19:13:33,116: INFO: common: json file saved at: scores.json]
[2024-06-13 19:13:33,117: INFO: main: >>>>>> stage Evaluation stage completed <<<<<<

x==========x]
[2024-06-13 20:01:12,976: INFO: stage_01_data_ingestion: >>>>>> stage Data Ingestion stage started <<<<<<]
[2024-06-13 20:01:12,980: INFO: common: yaml file: config\config.yaml loaded successfully]
[2024-06-13 20:01:12,982: INFO: common: yaml file: params.yaml loaded successfully]
[2024-06-13 20:01:12,983: INFO: common: created directory at: artifacts]
[2024-06-13 20:01:12,983: INFO: common: created directory at: artifacts/data_ingestion]
[2024-06-13 20:01:12,984: INFO: data_ingestion: Downloading data from https://drive.google.com/file/d/1vlhZ5c7abUKF8xXERIw6m9Te8fW7ohw3/view?usp=sharing into file artifacts/data_ingestion/data.zip]
[2024-06-13 20:01:31,341: INFO: data_ingestion: Downloaded data from https://drive.google.com/file/d/1vlhZ5c7abUKF8xXERIw6m9Te8fW7ohw3/view?usp=sharing into file artifacts/data_ingestion/data.zip]
[2024-06-13 20:01:32,784: INFO: stage_01_data_ingestion: >>>>>> stage Data Ingestion stage completed <<<<<<

x==========x]
[2024-06-13 20:05:37,085: INFO: stage_01_data_ingestion: >>>>>> stage Data Ingestion stage started <<<<<<]
[2024-06-13 20:05:37,086: INFO: common: yaml file: config\config.yaml loaded successfully]
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[2024-06-13 20:05:55,646: INFO: data_ingestion: Downloaded data from https://drive.google.com/file/d/1vlhZ5c7abUKF8xXERIw6m9Te8fW7ohw3/view?usp=sharing into file artifacts/data_ingestion/data.zip]
[2024-06-13 20:05:57,167: INFO: stage_01_data_ingestion: >>>>>> stage Data Ingestion stage completed <<<<<<

x==========x]
[2024-06-13 20:16:47,746: INFO: main: >>>>>> stage Data Ingestion stage started <<<<<<]
[2024-06-13 20:16:47,749: INFO: common: yaml file: config\config.yaml loaded successfully]
[2024-06-13 20:16:47,751: INFO: common: yaml file: params.yaml loaded successfully]
[2024-06-13 20:16:47,751: INFO: common: created directory at: artifacts]
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[2024-06-13 20:16:47,754: INFO: data_ingestion: Downloading data from https://drive.google.com/file/d/1vlhZ5c7abUKF8xXERIw6m9Te8fW7ohw3/view?usp=sharing into file artifacts/data_ingestion/data.zip]
[2024-06-13 20:17:05,637: INFO: data_ingestion: Downloaded data from https://drive.google.com/file/d/1vlhZ5c7abUKF8xXERIw6m9Te8fW7ohw3/view?usp=sharing into file artifacts/data_ingestion/data.zip]
[2024-06-13 20:17:06,747: INFO: main: >>>>>> stage Data Ingestion stage completed <<<<<<

x==========x]
[2024-06-13 20:17:06,747: INFO: main: *******************]
[2024-06-13 20:17:06,748: INFO: main: >>>>>> stage Prepare base model started <<<<<<]
[2024-06-13 20:17:06,750: INFO: common: yaml file: config\config.yaml loaded successfully]
[2024-06-13 20:17:06,753: INFO: common: yaml file: params.yaml loaded successfully]
[2024-06-13 20:17:06,754: INFO: common: created directory at: artifacts]
[2024-06-13 20:17:06,754: INFO: common: created directory at: artifacts/prepare_base_model]
[2024-06-13 20:17:07,218: WARNING: saving_utils: Compiled the loaded model, but the compiled metrics have yet to be built. `model.compile_metrics` will be empty until you train or evaluate the model.]
[2024-06-13 20:17:09,173: INFO: main: >>>>>> stage Prepare base model completed <<<<<<

x==========x]
[2024-06-13 20:17:09,174: INFO: main: *******************]
[2024-06-13 20:17:09,174: INFO: main: >>>>>> stage Training started <<<<<<]
[2024-06-13 20:17:09,178: INFO: common: yaml file: config\config.yaml loaded successfully]
[2024-06-13 20:17:09,180: INFO: common: yaml file: params.yaml loaded successfully]
[2024-06-13 20:17:09,181: INFO: common: created directory at: artifacts]
[2024-06-13 20:17:09,181: INFO: common: created directory at: artifacts\training]
[2024-06-13 20:18:19,100: INFO: main: >>>>>> stage Training completed <<<<<<

x==========x]
[2024-06-13 20:18:19,101: INFO: main: *******************]
[2024-06-13 20:18:19,102: INFO: main: >>>>>> stage Evaluation stage started <<<<<<]
[2024-06-13 20:18:19,106: INFO: common: yaml file: config\config.yaml loaded successfully]
[2024-06-13 20:18:19,107: INFO: common: yaml file: params.yaml loaded successfully]
[2024-06-13 20:18:19,108: INFO: common: created directory at: artifacts]
[2024-06-13 20:18:43,036: INFO: common: json file saved at: scores.json]
[2024-06-13 20:18:43,037: INFO: common: json file saved at: scores.json]
[2024-06-13 20:18:43,037: INFO: main: >>>>>> stage Evaluation stage completed <<<<<<

x==========x]
[2024-06-13 20:25:03,949: INFO: _internal: WARNING: This is a development server. Do not use it in a production deployment. Use a production WSGI server instead.
 * Running on all addresses (0.0.0.0)
 * Running on http://127.0.0.1:8080
 * Running on http://192.168.29.161:8080]
[2024-06-13 20:25:03,949: INFO: _internal: Press CTRL+C to quit]
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[2024-06-13 20:26:10,527: ERROR: app: Exception on /predict [POST]]
Traceback (most recent call last):
  File "C:\Users\DELL\AppData\Local\Programs\Python\Python311\Lib\site-packages\flask\app.py", line 2190, in wsgi_app
    response = self.full_dispatch_request()
               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "C:\Users\DELL\AppData\Local\Programs\Python\Python311\Lib\site-packages\flask\app.py", line 1486, in full_dispatch_request
    rv = self.handle_user_exception(e)
         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "C:\Users\DELL\AppData\Local\Programs\Python\Python311\Lib\site-packages\flask_cors\extension.py", line 176, in wrapped_function
    return cors_after_request(app.make_response(f(*args, **kwargs)))
                                                ^^^^^^^^^^^^^^^^^^
  File "C:\Users\DELL\AppData\Local\Programs\Python\Python311\Lib\site-packages\flask\app.py", line 1484, in full_dispatch_request
    rv = self.dispatch_request()
         ^^^^^^^^^^^^^^^^^^^^^^^
  File "C:\Users\DELL\AppData\Local\Programs\Python\Python311\Lib\site-packages\flask\app.py", line 1469, in dispatch_request
    return self.ensure_sync(self.view_functions[rule.endpoint])(**view_args)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "C:\Users\DELL\AppData\Local\Programs\Python\Python311\Lib\site-packages\flask_cors\decorator.py", line 130, in wrapped_function
    resp = make_response(f(*args, **kwargs))
                         ^^^^^^^^^^^^^^^^^^
  File "F:\End_to_End\Kidney_Disease_Classification\app.py", line 44, in predictRoute
    result = clApp.classifier.predict()
             ^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "F:\Python\End_to_End\Kidney_Disease_Classification\src\cnnClassifier\pipeline\prediction.py", line 16, in predict
    model = load_model(os.path.join("model", "model.h5"))
            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "C:\Users\DELL\AppData\Local\Programs\Python\Python311\Lib\site-packages\keras\saving\saving_api.py", line 212, in load_model
    return legacy_sm_saving_lib.load_model(
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "C:\Users\DELL\AppData\Local\Programs\Python\Python311\Lib\site-packages\keras\utils\traceback_utils.py", line 70, in error_handler
    raise e.with_traceback(filtered_tb) from None
  File "C:\Users\DELL\AppData\Local\Programs\Python\Python311\Lib\site-packages\keras\saving\legacy\save.py", line 230, in load_model
    raise IOError(
OSError: No file or directory found at model\model.h5
[2024-06-13 20:26:10,534: INFO: _internal: 192.168.29.161 - - [13/Jun/2024 20:26:10] "POST /predict HTTP/1.1" 500 -]
[2024-06-13 22:54:39,708: INFO: _internal: WARNING: This is a development server. Do not use it in a production deployment. Use a production WSGI server instead.
 * Running on all addresses (0.0.0.0)
 * Running on http://127.0.0.1:8080
 * Running on http://192.168.29.161:8080]
[2024-06-13 22:54:39,710: INFO: _internal: Press CTRL+C to quit]
[2024-06-13 22:54:48,556: INFO: _internal: 192.168.29.161 - - [13/Jun/2024 22:54:48] "GET / HTTP/1.1" 200 -]
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[2024-06-13 23:08:23,922: INFO: _internal: WARNING: This is a development server. Do not use it in a production deployment. Use a production WSGI server instead.
 * Running on all addresses (0.0.0.0)
 * Running on http://127.0.0.1:8080
 * Running on http://192.168.29.161:8080]
[2024-06-13 23:08:23,923: INFO: _internal: Press CTRL+C to quit]
[2024-06-13 23:08:29,076: INFO: _internal: 127.0.0.1 - - [13/Jun/2024 23:08:29] "GET / HTTP/1.1" 200 -]
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[2024-06-13 23:10:00,841: ERROR: app: Exception on /predict [POST]]
Traceback (most recent call last):
  File "C:\Users\DELL\AppData\Local\Programs\Python\Python311\Lib\site-packages\flask\app.py", line 2190, in wsgi_app
    response = self.full_dispatch_request()
               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "C:\Users\DELL\AppData\Local\Programs\Python\Python311\Lib\site-packages\flask\app.py", line 1486, in full_dispatch_request
    rv = self.handle_user_exception(e)
         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "C:\Users\DELL\AppData\Local\Programs\Python\Python311\Lib\site-packages\flask_cors\extension.py", line 176, in wrapped_function
    return cors_after_request(app.make_response(f(*args, **kwargs)))
                                                ^^^^^^^^^^^^^^^^^^
  File "C:\Users\DELL\AppData\Local\Programs\Python\Python311\Lib\site-packages\flask\app.py", line 1484, in full_dispatch_request
    rv = self.dispatch_request()
         ^^^^^^^^^^^^^^^^^^^^^^^
  File "C:\Users\DELL\AppData\Local\Programs\Python\Python311\Lib\site-packages\flask\app.py", line 1469, in dispatch_request
    return self.ensure_sync(self.view_functions[rule.endpoint])(**view_args)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "C:\Users\DELL\AppData\Local\Programs\Python\Python311\Lib\site-packages\flask_cors\decorator.py", line 130, in wrapped_function
    resp = make_response(f(*args, **kwargs))
                         ^^^^^^^^^^^^^^^^^^
  File "F:\End_to_End\Kidney_Disease_Classification\app.py", line 44, in predictRoute
    result = clApp.classifier.predict()
             ^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "F:\Python\End_to_End\Kidney_Disease_Classification\src\cnnClassifier\pipeline\prediction.py", line 16, in predict
    model = load_model(os.path.join("model", "model.h5"))
            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "C:\Users\DELL\AppData\Local\Programs\Python\Python311\Lib\site-packages\keras\saving\saving_api.py", line 212, in load_model
    return legacy_sm_saving_lib.load_model(
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "C:\Users\DELL\AppData\Local\Programs\Python\Python311\Lib\site-packages\keras\utils\traceback_utils.py", line 70, in error_handler
    raise e.with_traceback(filtered_tb) from None
  File "C:\Users\DELL\AppData\Local\Programs\Python\Python311\Lib\site-packages\keras\saving\legacy\save.py", line 230, in load_model
    raise IOError(
OSError: No file or directory found at model\model.h5
[2024-06-13 23:10:35,717: ERROR: app: Exception on /predict [POST]]
Traceback (most recent call last):
  File "C:\Users\DELL\AppData\Local\Programs\Python\Python311\Lib\site-packages\flask\app.py", line 2190, in wsgi_app
    response = self.full_dispatch_request()
               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "C:\Users\DELL\AppData\Local\Programs\Python\Python311\Lib\site-packages\flask\app.py", line 1486, in full_dispatch_request
    rv = self.handle_user_exception(e)
         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "C:\Users\DELL\AppData\Local\Programs\Python\Python311\Lib\site-packages\flask_cors\extension.py", line 176, in wrapped_function
    return cors_after_request(app.make_response(f(*args, **kwargs)))
                                                ^^^^^^^^^^^^^^^^^^
  File "C:\Users\DELL\AppData\Local\Programs\Python\Python311\Lib\site-packages\flask\app.py", line 1484, in full_dispatch_request
    rv = self.dispatch_request()
         ^^^^^^^^^^^^^^^^^^^^^^^
  File "C:\Users\DELL\AppData\Local\Programs\Python\Python311\Lib\site-packages\flask\app.py", line 1469, in dispatch_request
    return self.ensure_sync(self.view_functions[rule.endpoint])(**view_args)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "C:\Users\DELL\AppData\Local\Programs\Python\Python311\Lib\site-packages\flask_cors\decorator.py", line 130, in wrapped_function
    resp = make_response(f(*args, **kwargs))
                         ^^^^^^^^^^^^^^^^^^
  File "F:\End_to_End\Kidney_Disease_Classification\app.py", line 44, in predictRoute
    result = clApp.classifier.predict()
             ^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "F:\Python\End_to_End\Kidney_Disease_Classification\src\cnnClassifier\pipeline\prediction.py", line 16, in predict
    model = load_model(os.path.join("model", "model.h5"))
            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "C:\Users\DELL\AppData\Local\Programs\Python\Python311\Lib\site-packages\keras\saving\saving_api.py", line 212, in load_model
    return legacy_sm_saving_lib.load_model(
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "C:\Users\DELL\AppData\Local\Programs\Python\Python311\Lib\site-packages\keras\utils\traceback_utils.py", line 70, in error_handler
    raise e.with_traceback(filtered_tb) from None
  File "C:\Users\DELL\AppData\Local\Programs\Python\Python311\Lib\site-packages\keras\saving\legacy\save.py", line 230, in load_model
    raise IOError(
OSError: No file or directory found at model\model.h5
[2024-06-13 23:13:01,990: INFO: _internal: 127.0.0.1 - - [13/Jun/2024 23:13:01] "GET / HTTP/1.1" 200 -]
[2024-06-13 23:14:49,399: INFO: _internal: WARNING: This is a development server. Do not use it in a production deployment. Use a production WSGI server instead.
 * Running on all addresses (0.0.0.0)
 * Running on http://127.0.0.1:8080
 * Running on http://192.168.29.161:8080]
[2024-06-13 23:14:49,401: INFO: _internal: Press CTRL+C to quit]
[2024-06-13 23:14:57,193: INFO: _internal: 192.168.29.161 - - [13/Jun/2024 23:14:57] "GET / HTTP/1.1" 200 -]
[2024-06-13 23:15:06,708: INFO: _internal: 127.0.0.1 - - [13/Jun/2024 23:15:06] "GET / HTTP/1.1" 200 -]
[2024-06-13 23:16:47,306: INFO: _internal: 192.168.29.161 - - [13/Jun/2024 23:16:47] "POST /predict HTTP/1.1" 500 -]
[2024-06-13 23:16:47,313: INFO: _internal: 127.0.0.1 - - [13/Jun/2024 23:16:47] "POST /predict HTTP/1.1" 500 -]
[2024-06-13 23:17:07,658: ERROR: app: Exception on /predict [POST]]
Traceback (most recent call last):
  File "C:\Users\DELL\AppData\Local\Programs\Python\Python311\Lib\site-packages\flask\app.py", line 2190, in wsgi_app
    response = self.full_dispatch_request()
               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "C:\Users\DELL\AppData\Local\Programs\Python\Python311\Lib\site-packages\flask\app.py", line 1486, in full_dispatch_request
    rv = self.handle_user_exception(e)
         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "C:\Users\DELL\AppData\Local\Programs\Python\Python311\Lib\site-packages\flask_cors\extension.py", line 176, in wrapped_function
    return cors_after_request(app.make_response(f(*args, **kwargs)))
                                                ^^^^^^^^^^^^^^^^^^
  File "C:\Users\DELL\AppData\Local\Programs\Python\Python311\Lib\site-packages\flask\app.py", line 1484, in full_dispatch_request
    rv = self.dispatch_request()
         ^^^^^^^^^^^^^^^^^^^^^^^
  File "C:\Users\DELL\AppData\Local\Programs\Python\Python311\Lib\site-packages\flask\app.py", line 1469, in dispatch_request
    return self.ensure_sync(self.view_functions[rule.endpoint])(**view_args)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "C:\Users\DELL\AppData\Local\Programs\Python\Python311\Lib\site-packages\flask_cors\decorator.py", line 130, in wrapped_function
    resp = make_response(f(*args, **kwargs))
                         ^^^^^^^^^^^^^^^^^^
  File "F:\End_to_End\Kidney_Disease_Classification\app.py", line 44, in predictRoute
    result = clApp.classifier.predict()
             ^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "F:\Python\End_to_End\Kidney_Disease_Classification\src\cnnClassifier\pipeline\prediction.py", line 16, in predict
    model = load_model(os.path.join("model", "model.h5"))
            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "C:\Users\DELL\AppData\Local\Programs\Python\Python311\Lib\site-packages\keras\saving\saving_api.py", line 212, in load_model
    return legacy_sm_saving_lib.load_model(
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "C:\Users\DELL\AppData\Local\Programs\Python\Python311\Lib\site-packages\keras\utils\traceback_utils.py", line 70, in error_handler
    raise e.with_traceback(filtered_tb) from None
  File "C:\Users\DELL\AppData\Local\Programs\Python\Python311\Lib\site-packages\keras\saving\legacy\save.py", line 230, in load_model
    raise IOError(
OSError: No file or directory found at model\model.h5
[2024-06-13 23:17:07,662: INFO: _internal: 192.168.29.161 - - [13/Jun/2024 23:17:07] "POST /predict HTTP/1.1" 500 -]
[2024-06-13 23:20:05,499: INFO: main: >>>>>> stage Data Ingestion stage started <<<<<<]
[2024-06-13 23:20:05,504: INFO: common: yaml file: config\config.yaml loaded successfully]
[2024-06-13 23:20:05,507: INFO: common: yaml file: params.yaml loaded successfully]
[2024-06-13 23:20:05,509: INFO: common: created directory at: artifacts]
[2024-06-13 23:20:05,509: INFO: common: created directory at: artifacts/data_ingestion]
[2024-06-13 23:20:05,511: INFO: data_ingestion: Downloading data from https://drive.google.com/file/d/1vlhZ5c7abUKF8xXERIw6m9Te8fW7ohw3/view?usp=sharing into file artifacts/data_ingestion/data.zip]
[2024-06-13 23:20:25,253: INFO: data_ingestion: Downloaded data from https://drive.google.com/file/d/1vlhZ5c7abUKF8xXERIw6m9Te8fW7ohw3/view?usp=sharing into file artifacts/data_ingestion/data.zip]
[2024-06-13 23:20:27,656: INFO: main: >>>>>> stage Data Ingestion stage completed <<<<<<

x==========x]
[2024-06-13 23:20:27,657: INFO: main: *******************]
[2024-06-13 23:20:27,659: INFO: main: >>>>>> stage Prepare base model started <<<<<<]
[2024-06-13 23:20:27,664: INFO: common: yaml file: config\config.yaml loaded successfully]
[2024-06-13 23:20:27,669: INFO: common: yaml file: params.yaml loaded successfully]
[2024-06-13 23:20:27,671: INFO: common: created directory at: artifacts]
[2024-06-13 23:20:27,672: INFO: common: created directory at: artifacts/prepare_base_model]
[2024-06-13 23:20:28,626: WARNING: saving_utils: Compiled the loaded model, but the compiled metrics have yet to be built. `model.compile_metrics` will be empty until you train or evaluate the model.]
[2024-06-13 23:20:31,499: INFO: main: >>>>>> stage Prepare base model completed <<<<<<

x==========x]
[2024-06-13 23:20:31,500: INFO: main: *******************]
[2024-06-13 23:20:31,504: INFO: main: >>>>>> stage Training started <<<<<<]
[2024-06-13 23:20:31,508: INFO: common: yaml file: config\config.yaml loaded successfully]
[2024-06-13 23:20:31,510: INFO: common: yaml file: params.yaml loaded successfully]
[2024-06-13 23:20:31,511: INFO: common: created directory at: artifacts]
[2024-06-13 23:20:31,512: INFO: common: created directory at: artifacts\training]
[2024-06-13 23:21:51,247: INFO: main: >>>>>> stage Training completed <<<<<<

x==========x]
[2024-06-13 23:21:51,247: INFO: main: *******************]
[2024-06-13 23:21:51,253: INFO: main: >>>>>> stage Evaluation stage started <<<<<<]
[2024-06-13 23:21:51,255: INFO: common: yaml file: config\config.yaml loaded successfully]
[2024-06-13 23:21:51,258: INFO: common: yaml file: params.yaml loaded successfully]
[2024-06-13 23:21:51,259: INFO: common: created directory at: artifacts]
[2024-06-13 23:22:16,165: INFO: common: json file saved at: scores.json]
[2024-06-13 23:22:16,166: INFO: common: json file saved at: scores.json]
[2024-06-13 23:22:16,167: INFO: main: >>>>>> stage Evaluation stage completed <<<<<<

x==========x]
[2024-06-13 23:22:17,220: INFO: _internal: 127.0.0.1 - - [13/Jun/2024 23:22:17] "GET /train HTTP/1.1" 200 -]
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[2024-06-13 23:23:12,388: ERROR: app: Exception on /predict [POST]]
Traceback (most recent call last):
  File "C:\Users\DELL\AppData\Local\Programs\Python\Python311\Lib\site-packages\flask\app.py", line 2190, in wsgi_app
    response = self.full_dispatch_request()
               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "C:\Users\DELL\AppData\Local\Programs\Python\Python311\Lib\site-packages\flask\app.py", line 1486, in full_dispatch_request
    rv = self.handle_user_exception(e)
         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "C:\Users\DELL\AppData\Local\Programs\Python\Python311\Lib\site-packages\flask_cors\extension.py", line 176, in wrapped_function
    return cors_after_request(app.make_response(f(*args, **kwargs)))
                                                ^^^^^^^^^^^^^^^^^^
  File "C:\Users\DELL\AppData\Local\Programs\Python\Python311\Lib\site-packages\flask\app.py", line 1484, in full_dispatch_request
    rv = self.dispatch_request()
         ^^^^^^^^^^^^^^^^^^^^^^^
  File "C:\Users\DELL\AppData\Local\Programs\Python\Python311\Lib\site-packages\flask\app.py", line 1469, in dispatch_request
    return self.ensure_sync(self.view_functions[rule.endpoint])(**view_args)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "C:\Users\DELL\AppData\Local\Programs\Python\Python311\Lib\site-packages\flask_cors\decorator.py", line 130, in wrapped_function
    resp = make_response(f(*args, **kwargs))
                         ^^^^^^^^^^^^^^^^^^
  File "F:\End_to_End\Kidney_Disease_Classification\app.py", line 44, in predictRoute
    result = clApp.classifier.predict()
             ^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "F:\Python\End_to_End\Kidney_Disease_Classification\src\cnnClassifier\pipeline\prediction.py", line 16, in predict
    model = load_model(os.path.join("model", "model.h5"))
            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "C:\Users\DELL\AppData\Local\Programs\Python\Python311\Lib\site-packages\keras\saving\saving_api.py", line 212, in load_model
    return legacy_sm_saving_lib.load_model(
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "C:\Users\DELL\AppData\Local\Programs\Python\Python311\Lib\site-packages\keras\utils\traceback_utils.py", line 70, in error_handler
    raise e.with_traceback(filtered_tb) from None
  File "C:\Users\DELL\AppData\Local\Programs\Python\Python311\Lib\site-packages\keras\saving\legacy\save.py", line 230, in load_model
    raise IOError(
OSError: No file or directory found at model\model.h5
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[2024-06-13 23:29:13,325: INFO: stage_01_data_ingestion: >>>>>> stage Data Ingestion stage started <<<<<<]
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[2024-06-13 23:29:32,533: INFO: stage_01_data_ingestion: >>>>>> stage Data Ingestion stage completed <<<<<<

x==========x]
[2024-06-13 23:30:12,640: INFO: main: >>>>>> stage Data Ingestion stage started <<<<<<]
[2024-06-13 23:30:12,644: INFO: common: yaml file: config\config.yaml loaded successfully]
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[2024-06-13 23:30:31,526: INFO: main: >>>>>> stage Data Ingestion stage completed <<<<<<

x==========x]
[2024-06-13 23:30:31,527: INFO: main: *******************]
[2024-06-13 23:30:31,527: INFO: main: >>>>>> stage Prepare base model started <<<<<<]
[2024-06-13 23:30:31,529: INFO: common: yaml file: config\config.yaml loaded successfully]
[2024-06-13 23:30:31,531: INFO: common: yaml file: params.yaml loaded successfully]
[2024-06-13 23:30:31,531: INFO: common: created directory at: artifacts]
[2024-06-13 23:30:31,532: INFO: common: created directory at: artifacts/prepare_base_model]
[2024-06-13 23:30:32,045: WARNING: saving_utils: Compiled the loaded model, but the compiled metrics have yet to be built. `model.compile_metrics` will be empty until you train or evaluate the model.]
[2024-06-13 23:30:33,388: INFO: main: >>>>>> stage Prepare base model completed <<<<<<

x==========x]
[2024-06-13 23:30:33,389: INFO: main: *******************]
[2024-06-13 23:30:33,389: INFO: main: >>>>>> stage Training started <<<<<<]
[2024-06-13 23:30:33,391: INFO: common: yaml file: config\config.yaml loaded successfully]
[2024-06-13 23:30:33,393: INFO: common: yaml file: params.yaml loaded successfully]
[2024-06-13 23:30:33,394: INFO: common: created directory at: artifacts]
[2024-06-13 23:30:33,395: INFO: common: created directory at: artifacts\training]
[2024-06-13 23:31:43,684: INFO: main: >>>>>> stage Training completed <<<<<<

x==========x]
[2024-06-13 23:31:43,686: INFO: main: *******************]
[2024-06-13 23:31:43,686: INFO: main: >>>>>> stage Evaluation stage started <<<<<<]
[2024-06-13 23:31:43,688: INFO: common: yaml file: config\config.yaml loaded successfully]
[2024-06-13 23:31:43,690: INFO: common: yaml file: params.yaml loaded successfully]
[2024-06-13 23:31:43,690: INFO: common: created directory at: artifacts]
[2024-06-13 23:32:07,513: INFO: common: json file saved at: scores.json]
[2024-06-13 23:32:07,514: INFO: common: json file saved at: scores.json]
[2024-06-13 23:32:07,515: INFO: main: >>>>>> stage Evaluation stage completed <<<<<<

x==========x]
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[2024-06-13 23:42:46,579: WARNING: polymorphic_function: 6 out of the last 6 calls to <function Model.make_predict_function.<locals>.predict_function at 0x000002128DCEE840> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for  more details.]
[2024-06-13 23:42:46,586: INFO: _internal: 192.168.29.161 - - [13/Jun/2024 23:42:46] "POST /predict HTTP/1.1" 200 -]
[2024-06-14 08:28:51,838: INFO: main: >>>>>> stage Data Ingestion stage started <<<<<<]
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[2024-06-14 08:31:18,788: INFO: data_ingestion: Downloading data from https://drive.google.com/file/d/1vlhZ5c7abUKF8xXERIw6m9Te8fW7ohw3/view?usp=sharing into file artifacts/data_ingestion/data.zip]
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[2024-06-14 08:31:38,143: INFO: main: >>>>>> stage Data Ingestion stage completed <<<<<<

x==========x]
[2024-06-14 08:31:38,144: INFO: main: *******************]
[2024-06-14 08:31:38,144: INFO: main: >>>>>> stage Prepare base model started <<<<<<]
[2024-06-14 08:31:38,146: INFO: common: yaml file: config\config.yaml loaded successfully]
[2024-06-14 08:31:38,148: INFO: common: yaml file: params.yaml loaded successfully]
[2024-06-14 08:31:38,148: INFO: common: created directory at: artifacts]
[2024-06-14 08:31:38,148: INFO: common: created directory at: artifacts/prepare_base_model]
[2024-06-14 08:31:38,694: WARNING: saving_utils: Compiled the loaded model, but the compiled metrics have yet to be built. `model.compile_metrics` will be empty until you train or evaluate the model.]
[2024-06-14 08:31:41,349: INFO: main: >>>>>> stage Prepare base model completed <<<<<<

x==========x]
[2024-06-14 08:31:41,349: INFO: main: *******************]
[2024-06-14 08:31:41,350: INFO: main: >>>>>> stage Training started <<<<<<]
[2024-06-14 08:31:41,355: INFO: common: yaml file: config\config.yaml loaded successfully]
[2024-06-14 08:31:41,357: INFO: common: yaml file: params.yaml loaded successfully]
[2024-06-14 08:31:41,357: INFO: common: created directory at: artifacts]
[2024-06-14 08:31:41,358: INFO: common: created directory at: artifacts\training]
[2024-06-14 08:38:35,366: INFO: main: >>>>>> stage Training completed <<<<<<

x==========x]
[2024-06-14 08:38:35,367: INFO: main: *******************]
[2024-06-14 08:38:35,367: INFO: main: >>>>>> stage Evaluation stage started <<<<<<]
[2024-06-14 08:38:35,369: INFO: common: yaml file: config\config.yaml loaded successfully]
[2024-06-14 08:38:35,370: INFO: common: yaml file: params.yaml loaded successfully]
[2024-06-14 08:38:35,371: INFO: common: created directory at: artifacts]
[2024-06-14 08:39:03,674: INFO: common: json file saved at: scores.json]
[2024-06-14 08:39:03,676: INFO: common: json file saved at: scores.json]
[2024-06-14 08:39:03,676: INFO: main: >>>>>> stage Evaluation stage completed <<<<<<

x==========x]
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x==========x]
[2024-06-14 23:28:03,964: INFO: main: *******************]
[2024-06-14 23:28:03,965: INFO: main: >>>>>> stage Prepare base model started <<<<<<]
[2024-06-14 23:28:03,966: INFO: common: yaml file: config\config.yaml loaded successfully]
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[2024-06-14 23:28:04,515: WARNING: saving_utils: Compiled the loaded model, but the compiled metrics have yet to be built. `model.compile_metrics` will be empty until you train or evaluate the model.]
[2024-06-14 23:28:05,496: INFO: main: >>>>>> stage Prepare base model completed <<<<<<

x==========x]
[2024-06-14 23:28:05,497: INFO: main: *******************]
[2024-06-14 23:28:05,497: INFO: main: >>>>>> stage Training started <<<<<<]
[2024-06-14 23:28:05,499: INFO: common: yaml file: config\config.yaml loaded successfully]
[2024-06-14 23:28:05,501: INFO: common: yaml file: params.yaml loaded successfully]
[2024-06-14 23:28:05,501: INFO: common: created directory at: artifacts]
[2024-06-14 23:28:05,502: INFO: common: created directory at: artifacts\training]
[2024-06-14 23:33:52,632: INFO: main: >>>>>> stage Training completed <<<<<<

x==========x]
[2024-06-14 23:33:52,633: INFO: main: *******************]
[2024-06-14 23:33:52,633: INFO: main: >>>>>> stage Evaluation stage started <<<<<<]
[2024-06-14 23:33:52,636: INFO: common: yaml file: config\config.yaml loaded successfully]
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[2024-06-14 23:33:52,638: INFO: common: created directory at: artifacts]
[2024-06-14 23:34:15,108: INFO: common: json file saved at: scores.json]
[2024-06-14 23:34:15,109: INFO: common: json file saved at: scores.json]
[2024-06-14 23:34:15,110: INFO: main: >>>>>> stage Evaluation stage completed <<<<<<

x==========x]
[2024-06-14 23:47:47,071: INFO: main: >>>>>> stage Data Ingestion stage started <<<<<<]
[2024-06-14 23:47:47,073: INFO: common: yaml file: config\config.yaml loaded successfully]
[2024-06-14 23:47:47,074: INFO: common: yaml file: params.yaml loaded successfully]
[2024-06-14 23:47:47,075: INFO: common: created directory at: artifacts]
[2024-06-14 23:47:47,076: INFO: common: created directory at: artifacts/data_ingestion]
[2024-06-14 23:47:47,076: INFO: data_ingestion: Downloading data from https://drive.google.com/file/d/1vlhZ5c7abUKF8xXERIw6m9Te8fW7ohw3/view?usp=sharing into file artifacts/data_ingestion/data.zip]
[2024-06-14 23:48:05,803: INFO: data_ingestion: Downloaded data from https://drive.google.com/file/d/1vlhZ5c7abUKF8xXERIw6m9Te8fW7ohw3/view?usp=sharing into file artifacts/data_ingestion/data.zip]
[2024-06-14 23:48:07,209: INFO: main: >>>>>> stage Data Ingestion stage completed <<<<<<

x==========x]
[2024-06-14 23:48:07,210: INFO: main: *******************]
[2024-06-14 23:48:07,211: INFO: main: >>>>>> stage Prepare base model started <<<<<<]
[2024-06-14 23:48:07,212: INFO: common: yaml file: config\config.yaml loaded successfully]
[2024-06-14 23:48:07,213: INFO: common: yaml file: params.yaml loaded successfully]
[2024-06-14 23:48:07,214: INFO: common: created directory at: artifacts]
[2024-06-14 23:48:07,214: INFO: common: created directory at: artifacts/prepare_base_model]
[2024-06-14 23:48:07,692: WARNING: saving_utils: Compiled the loaded model, but the compiled metrics have yet to be built. `model.compile_metrics` will be empty until you train or evaluate the model.]
[2024-06-14 23:48:09,458: INFO: main: >>>>>> stage Prepare base model completed <<<<<<

x==========x]
[2024-06-14 23:48:09,459: INFO: main: *******************]
[2024-06-14 23:48:09,460: INFO: main: >>>>>> stage Training started <<<<<<]
[2024-06-14 23:48:09,461: INFO: common: yaml file: config\config.yaml loaded successfully]
[2024-06-14 23:48:09,463: INFO: common: yaml file: params.yaml loaded successfully]
[2024-06-14 23:48:09,463: INFO: common: created directory at: artifacts]
[2024-06-14 23:48:09,464: INFO: common: created directory at: artifacts\training]
[2024-06-14 23:59:48,069: INFO: main: >>>>>> stage Training completed <<<<<<

x==========x]
[2024-06-14 23:59:48,070: INFO: main: *******************]
[2024-06-14 23:59:48,070: INFO: main: >>>>>> stage Evaluation stage started <<<<<<]
[2024-06-14 23:59:48,072: INFO: common: yaml file: config\config.yaml loaded successfully]
[2024-06-14 23:59:48,074: INFO: common: yaml file: params.yaml loaded successfully]
[2024-06-14 23:59:48,075: INFO: common: created directory at: artifacts]
[2024-06-15 00:00:10,881: INFO: common: json file saved at: scores.json]
[2024-06-15 00:00:10,882: INFO: common: json file saved at: scores.json]
[2024-06-15 00:00:10,883: INFO: main: >>>>>> stage Evaluation stage completed <<<<<<

x==========x]
[2024-06-15 00:17:02,545: INFO: _internal: WARNING: This is a development server. Do not use it in a production deployment. Use a production WSGI server instead.
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 * Running on http://127.0.0.1:8080
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[2024-06-15 00:18:15,587: WARNING: polymorphic_function: 5 out of the last 5 calls to <function Model.make_predict_function.<locals>.predict_function at 0x000002BD69A5B100> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for  more details.]
[2024-06-15 00:18:15,591: INFO: _internal: 127.0.0.1 - - [15/Jun/2024 00:18:15] "POST /predict HTTP/1.1" 200 -]
[2024-06-15 00:18:25,205: WARNING: polymorphic_function: 6 out of the last 6 calls to <function Model.make_predict_function.<locals>.predict_function at 0x000002BD6A07F060> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for  more details.]
[2024-06-15 00:18:25,210: INFO: _internal: 127.0.0.1 - - [15/Jun/2024 00:18:25] "POST /predict HTTP/1.1" 200 -]
[2024-06-15 00:18:34,626: INFO: _internal: 127.0.0.1 - - [15/Jun/2024 00:18:34] "POST /predict HTTP/1.1" 200 -]
[2024-06-15 01:12:55,605: INFO: main: >>>>>> stage Data Ingestion stage started <<<<<<]
[2024-06-15 01:12:55,862: INFO: common: yaml file: config\config.yaml loaded successfully]
[2024-06-15 01:12:55,868: INFO: common: yaml file: params.yaml loaded successfully]
[2024-06-15 01:12:55,871: INFO: common: created directory at: artifacts]
[2024-06-15 01:12:55,873: INFO: common: created directory at: artifacts/data_ingestion]
[2024-06-15 01:12:55,875: INFO: data_ingestion: Downloading data from https://drive.google.com/file/d/1vlhZ5c7abUKF8xXERIw6m9Te8fW7ohw3/view?usp=sharing into file artifacts/data_ingestion/data.zip]
[2024-06-15 01:13:13,699: INFO: data_ingestion: Downloaded data from https://drive.google.com/file/d/1vlhZ5c7abUKF8xXERIw6m9Te8fW7ohw3/view?usp=sharing into file artifacts/data_ingestion/data.zip]
[2024-06-15 01:13:14,887: INFO: main: >>>>>> stage Data Ingestion stage completed <<<<<<

x==========x]
[2024-06-15 01:13:14,888: INFO: main: *******************]
[2024-06-15 01:13:14,888: INFO: main: >>>>>> stage Prepare base model started <<<<<<]
[2024-06-15 01:13:14,890: INFO: common: yaml file: config\config.yaml loaded successfully]
[2024-06-15 01:13:14,892: INFO: common: yaml file: params.yaml loaded successfully]
[2024-06-15 01:13:14,893: INFO: common: created directory at: artifacts]
[2024-06-15 01:13:14,893: INFO: common: created directory at: artifacts/prepare_base_model]
[2024-06-15 01:13:15,477: WARNING: saving_utils: Compiled the loaded model, but the compiled metrics have yet to be built. `model.compile_metrics` will be empty until you train or evaluate the model.]
[2024-06-15 01:13:16,805: INFO: main: >>>>>> stage Prepare base model completed <<<<<<

x==========x]
[2024-06-15 01:13:16,806: INFO: main: *******************]
[2024-06-15 01:13:16,807: INFO: main: >>>>>> stage Training started <<<<<<]
[2024-06-15 01:13:16,808: INFO: common: yaml file: config\config.yaml loaded successfully]
[2024-06-15 01:13:16,810: INFO: common: yaml file: params.yaml loaded successfully]
[2024-06-15 01:13:16,810: INFO: common: created directory at: artifacts]
[2024-06-15 01:13:16,811: INFO: common: created directory at: artifacts\training]
[2024-06-15 01:45:05,282: INFO: main: >>>>>> stage Data Ingestion stage started <<<<<<]
[2024-06-15 01:45:05,284: INFO: common: yaml file: config\config.yaml loaded successfully]
[2024-06-15 01:45:05,286: INFO: common: yaml file: params.yaml loaded successfully]
[2024-06-15 01:45:05,286: INFO: common: created directory at: artifacts]
[2024-06-15 01:45:05,287: INFO: common: created directory at: artifacts/data_ingestion]
[2024-06-15 01:45:05,287: INFO: data_ingestion: Downloading data from https://drive.google.com/file/d/1vlhZ5c7abUKF8xXERIw6m9Te8fW7ohw3/view?usp=sharing into file artifacts/data_ingestion/data.zip]
[2024-06-15 01:45:23,382: INFO: data_ingestion: Downloaded data from https://drive.google.com/file/d/1vlhZ5c7abUKF8xXERIw6m9Te8fW7ohw3/view?usp=sharing into file artifacts/data_ingestion/data.zip]
[2024-06-15 01:45:24,460: INFO: main: >>>>>> stage Data Ingestion stage completed <<<<<<

x==========x]
[2024-06-15 01:45:24,461: INFO: main: *******************]
[2024-06-15 01:45:24,462: INFO: main: >>>>>> stage Prepare base model started <<<<<<]
[2024-06-15 01:45:24,465: INFO: common: yaml file: config\config.yaml loaded successfully]
[2024-06-15 01:45:24,469: INFO: common: yaml file: params.yaml loaded successfully]
[2024-06-15 01:45:24,470: INFO: common: created directory at: artifacts]
[2024-06-15 01:45:24,470: INFO: common: created directory at: artifacts/prepare_base_model]
[2024-06-15 01:45:24,993: WARNING: saving_utils: Compiled the loaded model, but the compiled metrics have yet to be built. `model.compile_metrics` will be empty until you train or evaluate the model.]
[2024-06-15 01:45:27,423: INFO: main: >>>>>> stage Prepare base model completed <<<<<<

x==========x]
[2024-06-15 01:45:27,425: INFO: main: *******************]
[2024-06-15 01:45:27,425: INFO: main: >>>>>> stage Training started <<<<<<]
[2024-06-15 01:45:27,426: INFO: common: yaml file: config\config.yaml loaded successfully]
[2024-06-15 01:45:27,428: INFO: common: yaml file: params.yaml loaded successfully]
[2024-06-15 01:45:27,429: INFO: common: created directory at: artifacts]
[2024-06-15 01:45:27,430: INFO: common: created directory at: artifacts\training]
[2024-06-15 08:23:30,844: INFO: main: >>>>>> stage Data Ingestion stage started <<<<<<]
[2024-06-15 08:23:30,957: INFO: common: yaml file: config\config.yaml loaded successfully]
[2024-06-15 08:23:30,960: INFO: common: yaml file: params.yaml loaded successfully]
[2024-06-15 08:23:30,961: INFO: common: created directory at: artifacts]
[2024-06-15 08:23:30,961: INFO: common: created directory at: artifacts/data_ingestion]
[2024-06-15 08:23:30,962: INFO: data_ingestion: Downloading data from https://drive.google.com/file/d/1vlhZ5c7abUKF8xXERIw6m9Te8fW7ohw3/view?usp=sharing into file artifacts/data_ingestion/data.zip]
[2024-06-15 08:23:50,373: INFO: data_ingestion: Downloaded data from https://drive.google.com/file/d/1vlhZ5c7abUKF8xXERIw6m9Te8fW7ohw3/view?usp=sharing into file artifacts/data_ingestion/data.zip]
[2024-06-15 08:23:53,047: INFO: main: >>>>>> stage Data Ingestion stage completed <<<<<<

x==========x]
[2024-06-15 08:23:53,048: INFO: main: *******************]
[2024-06-15 08:23:53,048: INFO: main: >>>>>> stage Prepare base model started <<<<<<]
[2024-06-15 08:23:53,052: INFO: common: yaml file: config\config.yaml loaded successfully]
[2024-06-15 08:23:53,056: INFO: common: yaml file: params.yaml loaded successfully]
[2024-06-15 08:23:53,058: INFO: common: created directory at: artifacts]
[2024-06-15 08:23:53,058: INFO: common: created directory at: artifacts/prepare_base_model]
[2024-06-15 08:23:54,098: WARNING: saving_utils: Compiled the loaded model, but the compiled metrics have yet to be built. `model.compile_metrics` will be empty until you train or evaluate the model.]
[2024-06-15 08:23:56,903: INFO: main: >>>>>> stage Prepare base model completed <<<<<<

x==========x]
[2024-06-15 08:23:56,904: INFO: main: *******************]
[2024-06-15 08:23:56,904: INFO: main: >>>>>> stage Training started <<<<<<]
[2024-06-15 08:23:56,908: INFO: common: yaml file: config\config.yaml loaded successfully]
[2024-06-15 08:23:56,913: INFO: common: yaml file: params.yaml loaded successfully]
[2024-06-15 08:23:56,915: INFO: common: created directory at: artifacts]
[2024-06-15 08:23:56,916: INFO: common: created directory at: artifacts\training]
[2024-06-15 08:28:54,492: INFO: main: >>>>>> stage Data Ingestion stage started <<<<<<]
[2024-06-15 08:28:54,495: INFO: common: yaml file: config\config.yaml loaded successfully]
[2024-06-15 08:28:54,497: INFO: common: yaml file: params.yaml loaded successfully]
[2024-06-15 08:28:54,498: INFO: common: created directory at: artifacts]
[2024-06-15 08:28:54,499: INFO: common: created directory at: artifacts/data_ingestion]
[2024-06-15 08:28:54,500: INFO: data_ingestion: Downloading data from https://drive.google.com/file/d/1vlhZ5c7abUKF8xXERIw6m9Te8fW7ohw3/view?usp=sharing into file artifacts/data_ingestion/data.zip]
[2024-06-15 08:29:12,256: INFO: data_ingestion: Downloaded data from https://drive.google.com/file/d/1vlhZ5c7abUKF8xXERIw6m9Te8fW7ohw3/view?usp=sharing into file artifacts/data_ingestion/data.zip]
[2024-06-15 08:29:13,281: INFO: main: >>>>>> stage Data Ingestion stage completed <<<<<<

x==========x]
[2024-06-15 08:29:13,282: INFO: main: *******************]
[2024-06-15 08:29:13,282: INFO: main: >>>>>> stage Prepare base model started <<<<<<]
[2024-06-15 08:29:13,284: INFO: common: yaml file: config\config.yaml loaded successfully]
[2024-06-15 08:29:13,286: INFO: common: yaml file: params.yaml loaded successfully]
[2024-06-15 08:29:13,287: INFO: common: created directory at: artifacts]
[2024-06-15 08:29:13,288: INFO: common: created directory at: artifacts/prepare_base_model]
[2024-06-15 08:29:13,869: WARNING: saving_utils: Compiled the loaded model, but the compiled metrics have yet to be built. `model.compile_metrics` will be empty until you train or evaluate the model.]
[2024-06-15 08:29:15,940: INFO: main: >>>>>> stage Prepare base model completed <<<<<<

x==========x]
[2024-06-15 08:29:15,941: INFO: main: *******************]
[2024-06-15 08:29:15,942: INFO: main: >>>>>> stage Training started <<<<<<]
[2024-06-15 08:29:15,943: INFO: common: yaml file: config\config.yaml loaded successfully]
[2024-06-15 08:29:15,945: INFO: common: yaml file: params.yaml loaded successfully]
[2024-06-15 08:29:15,946: INFO: common: created directory at: artifacts]
[2024-06-15 08:29:15,946: INFO: common: created directory at: artifacts\training]
[2024-06-15 10:48:00,318: INFO: main: >>>>>> stage Data Ingestion stage started <<<<<<]
[2024-06-15 10:48:00,382: INFO: common: yaml file: config\config.yaml loaded successfully]
[2024-06-15 10:48:00,388: INFO: common: yaml file: params.yaml loaded successfully]
[2024-06-15 10:48:00,391: INFO: common: created directory at: artifacts]
[2024-06-15 10:48:00,393: INFO: common: created directory at: artifacts/data_ingestion]
[2024-06-15 10:48:00,395: INFO: data_ingestion: Downloading data from https://drive.google.com/file/d/1vlhZ5c7abUKF8xXERIw6m9Te8fW7ohw3/view?usp=sharing into file artifacts/data_ingestion/data.zip]
[2024-06-15 10:48:18,435: INFO: data_ingestion: Downloaded data from https://drive.google.com/file/d/1vlhZ5c7abUKF8xXERIw6m9Te8fW7ohw3/view?usp=sharing into file artifacts/data_ingestion/data.zip]
[2024-06-15 10:48:19,308: INFO: main: >>>>>> stage Data Ingestion stage completed <<<<<<

x==========x]
[2024-06-15 10:48:19,308: INFO: main: *******************]
[2024-06-15 10:48:19,309: INFO: main: >>>>>> stage Prepare base model started <<<<<<]
[2024-06-15 10:48:19,310: INFO: common: yaml file: config\config.yaml loaded successfully]
[2024-06-15 10:48:19,311: INFO: common: yaml file: params.yaml loaded successfully]
[2024-06-15 10:48:19,312: INFO: common: created directory at: artifacts]
[2024-06-15 10:48:19,312: INFO: common: created directory at: artifacts/prepare_base_model]
[2024-06-15 10:48:19,834: WARNING: saving_utils: Compiled the loaded model, but the compiled metrics have yet to be built. `model.compile_metrics` will be empty until you train or evaluate the model.]
[2024-06-15 10:48:21,461: INFO: main: >>>>>> stage Prepare base model completed <<<<<<

x==========x]
[2024-06-15 10:48:21,462: INFO: main: *******************]
[2024-06-15 10:48:21,462: INFO: main: >>>>>> stage Training started <<<<<<]
[2024-06-15 10:48:21,464: INFO: common: yaml file: config\config.yaml loaded successfully]
[2024-06-15 10:48:21,466: INFO: common: yaml file: params.yaml loaded successfully]
[2024-06-15 10:48:21,467: INFO: common: created directory at: artifacts]
[2024-06-15 10:48:21,477: INFO: common: created directory at: artifacts\training]