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Configuration error
Configuration error
| from mlProject import logger | |
| from mlProject.pipeline.stage01_data_ingestion import DataIngestionPipeline | |
| from mlProject.pipeline.stage02_data_validation import DataValidationPipeline | |
| from mlProject.pipeline.stage03_data_transformation import DataTransformationPipeline | |
| from mlProject.pipeline.stage04_model_trainer import ModelTrainerPipeline | |
| from mlProject.pipeline.stage05_model_evaluation import ModelEvaluationPipeline | |
| STAGE_NAME="Data Ingestion Stage" | |
| try: | |
| logger.info(f">>>> stage {STAGE_NAME} started <<<<<<<<") | |
| data_ingestion=DataIngestionPipeline() | |
| data_ingestion.main() | |
| logger.info(f">>> Stage {STAGE_NAME} completed <<<<") | |
| except Exception as e: | |
| logger.info(f">>> Stage {STAGE_NAME} completed <<<<<<") | |
| STAGE_NAME = "Data Validation stage" | |
| try: | |
| logger.info(f">>>>>> stage {STAGE_NAME} started <<<<<<") | |
| data_ingestion = DataValidationPipeline() | |
| data_ingestion.main() | |
| logger.info(f">>>>>> stage {STAGE_NAME} completed <<<<<<\n\nx==========x") | |
| except Exception as e: | |
| logger.exception(e) | |
| raise e | |
| STAGE_NAME = "Data Transformation" | |
| try: | |
| logger.info(f">>>>>> stage {STAGE_NAME} started <<<<<<") | |
| data_trans = DataTransformationPipeline() | |
| data_trans.main() | |
| logger.info(f">>>>>> stage {STAGE_NAME} completed <<<<<<\n\nx==========x") | |
| except Exception as e: | |
| logger.exception(e) | |
| raise e | |
| STAGE_NAME = "Model Training" | |
| try: | |
| logger.info(f">>>>>> stage {STAGE_NAME} started <<<<<<") | |
| model_trainer = ModelTrainerPipeline() | |
| model_trainer.main() | |
| logger.info(f">>>>>> stage {STAGE_NAME} completed <<<<<<\n\nx==========x") | |
| except Exception as e: | |
| logger.exception(e) | |
| raise e | |
| STAGE_NAME= "Model Evaluation" | |
| try: | |
| logger.info(f">>>>>> stage {STAGE_NAME} started <<<<<<") | |
| model_eval = ModelEvaluationPipeline() | |
| model_eval.main() | |
| logger.info(f">>>>>> stage {STAGE_NAME} completed <<<<<<\n\nx==========x") | |
| except Exception as e: | |
| logger.exception(e) | |
| raise e | |