src/mlpipeline/constants.py

from pathlib import Path

CONFIG_FILE_PATH = Path("config/config.yaml")
AUTOML_CONFIG_FILE_PATH = Path("config/automl_config.yaml")
MONITORING_CONFIG_FILE_PATH = Path("config/monitoring_config.yaml")
DEPLOYMENT_CONFIG_FILE_PATH = Path("config/deployment_config.yaml")

ARTIFACTS_DIR = Path("artifacts")
LOGS_DIR = Path("artifacts/logs")
MODELS_DIR = Path("artifacts/models")
DATA_DIR = Path("artifacts/data")
REPORTS_DIR = Path("artifacts/reports")

MLFLOW_TRACKING_URI = "https://dagshub.com/abheshith7/AutoML-MLOps-PipeLine.mlflow/"
MLFLOW_REGISTRY_URI = None