# COMMON REGION_NAME="us-east-1" # AIRFLOW AIRFLOW_DAG_ID="mwaa-sm-customer-churn-dag" # GLUE GLUE_ROLE_NAME="AmazonMWAA-Glue-Role" GLUE_JOB_NAME_PREFIX="mwaa-xgboost-preprocess" GLUE_JOB_SCRIPT_S3_BUCKET="glue-scripts-XXXXXXXXXXXX-us-east-1" GLUE_JOB_SCRIPT_S3_KEY="mwaa-xgboost/preprocess-data/glue_etl.py" DATA_S3_SOURCE="s3://datalake-XXXXXXXXXXXX-us-east-1/customer-churn/customer-churn.csv" DATA_S3_DEST="s3://mlops-XXXXXXXXXXXX-us-east-1/mwaa-xgboost/processed/" # SAGEMAKER SAGEMAKER_ROLE_NAME="AmazonMWAA-SageMaker-Role" SAGEMAKER_TRAINING_JOB_NAME_PREFIX="mwaa-sm-training-job" SAGEMAKER_TRAINING_DATA_S3_SOURCE="s3://mlops-XXXXXXXXXXXX-us-east-1/mwaa-xgboost/processed/train/" SAGEMAKER_VALIDATION_DATA_S3_SOURCE="s3://mlops-XXXXXXXXXXXX-us-east-1/mwaa-xgboost/processed/validation/" SAGEMAKER_CONTENT_TYPE="text/csv" SAGEMAKER_MODEL_NAME_PREFIX="mwaa-sm-customer-churn-model" SAGEMAKER_ENDPOINT_NAME_PREFIX="mwaa-sm-endpoint" # endpoint names have a 63 max char limit SAGEMAKER_MODEL_S3_DEST="s3://mlops-XXXXXXXXXXXX-us-east-1/mwaa-xgboost/model/"