main.py

from src.textsummarizer.pipeline.stage_01_data_ingestion import DataIngestionTrainingPipeline
from src.textsummarizer.pipeline.stage_02_data_validation import DataValidationTrainingPipeline
from src.textsummarizer.pipeline.stage_03_data_transformation import DataTransformationTrainingPipeline
from src.textsummarizer.logging import logger


STAGE_NAME = "Data Ingestion stage"
try:
    logger.info(f">>>>>> stage {STAGE_NAME} started <<<<<<")
    data_ingestion = DataIngestionTrainingPipeline()
    data_ingestion.main()
    logger.info(f">>>>>> stage {STAGE_NAME} ended <<<<<<\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 = DataValidationTrainingPipeline()
    data_validation.main()
    logger.info(f">>>>>> stage {STAGE_NAME} ended <<<<<<\n\nx========x")
except Exception as e:
    logger.exception(e)
    raise e


STAGE_NAME = "Data Transformation stage"
try:
    logger.info(f">>>>>> stage {STAGE_NAME} started <<<<<<")
    data_transformation = DataTransformationTrainingPipeline()
    data_transformation.main()
    logger.info(f">>>>>> stage {STAGE_NAME} ended <<<<<<\n\nx========x")
except Exception as e:
    logger.exception(e)
    raise e