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app.py
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app.py
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from src.dsmlproject.logger import logging
from src.dsmlproject.exception import CustomException
from src.dsmlproject.components.data_ingestion import DataIngestion
from src.dsmlproject.components.data_ingestion import DataIngestionConfig
from src.dsmlproject.components.data_transformation import DataTransformationConfig
from src.dsmlproject.components.data_transformation import DataTransformation
from src.dsmlproject.components.model_tranier import ModelTrainerConfig,ModelTrainer
import sys
if __name__ == "__main__":
logging.info("The execution has started")
try:
#data_ingestion_config=DataIngestionConfig()
data_ingestion=DataIngestion()
train_data_path,test_data_path=data_ingestion.initiate_data_ingestion()
# #data_transformation_config=DataIngestionConfig()
data_transformation=DataTransformation()
train_arr,test_arr,_=data_transformation.initiate_data_transormation(train_data_path,test_data_path)
#Model Training
model_trainer=ModelTrainer()
print(model_trainer.initiate_model_trainer(train_arr,test_arr))
except Exception as e:
logging.info("Custom Exception")
raise CustomException(e,sys)