from config import ConfigurationSet, config_from_env, config_from_dotenv, config_from_toml
from pathlib import Path

pwd = Path(__file__).parent
config_path = pwd / 'config'
root_path = pwd.parent
config = ConfigurationSet(
    config_from_env(prefix="ML_PIPELINE", separator="__", lowercase_keys=True),
    config_from_dotenv(root_path / ".env", read_from_file=True, lowercase_keys=True, interpolate=True, interpolate_type=1),
    config_from_toml(config_path / "training.toml", read_from_file=True),
    config_from_toml(config_path / "data.toml", read_from_file=True),
    config_from_toml(config_path / "model.toml", read_from_file=True),
    config_from_toml(config_path / "app.toml", read_from_file=True),
    config_from_toml(config_path / "paths.toml", read_from_file=True),
)

import logging

# Configure logging
logging.basicConfig(level=logging.INFO)
logger = logging.getLogger(__name__)