main.py

from textsummarizer.pipeline.stage_01_data_ingestion import DataIngestionPipeline
from textsummarizer.pipeline.stage_02_data_validation import DataValidationPipeline
from textsummarizer.pipeline.stage_03_data_transformation import DataTransformationPipeline
from textsummarizer.pipeline.stage_04_model_trainer import ModelTrainerPipeline
from textsummarizer.pipeline.stage_05_model_evaluation import ModelEvaluationPipeline
from textsummarizer.logging import logger

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 <<<<<<\n\nx==========x")
except Exception as e:
        logger.exception(e)
        raise e
     
     
STAGE_NAME = "Data Validation stage"
try:
   logger.info(f">>>>>> stage {STAGE_NAME} started <<<<<<") 
   data_validation = DataValidationPipeline()
   data_validation.main()
   logger.info(f">>>>>> stage {STAGE_NAME} completed <<<<<<\n\nx==========x")
except Exception as e:
        logger.exception(e)
        raise e
     
     
STAGE_NAME = "Data Trnasformation stage"
try:
   logger.info(f">>>>>> stage {STAGE_NAME} started <<<<<<") 
   data_transformaion = DataTransformationPipeline()
   data_transformaion.main()
   logger.info(f">>>>>> stage {STAGE_NAME} completed <<<<<<\n\nx==========x")
except Exception as e:
        logger.exception(e)
        raise e
     
     
     
STAGE_NAME = "Model Traniner stage"
try:
   logger.info(f">>>>>> stage {STAGE_NAME} started <<<<<<") 
   model_tranier = ModelTrainerPipeline()
   model_tranier.main()
   logger.info(f">>>>>> stage {STAGE_NAME} completed <<<<<<\n\nx==========x")
except Exception as e:
        logger.exception(e)
        raise e
     
   
   
STAGE_NAME = "Model Evaluation stage"
try:
   logger.info(f">>>>>> stage {STAGE_NAME} started <<<<<<") 
   model_evaluation = ModelEvaluationPipeline()
   model_evaluation.main()
   logger.info(f">>>>>> stage {STAGE_NAME} completed <<<<<<\n\nx==========x")
except Exception as e:
        logger.exception(e)
        raise e