"""Script to search best model based on config file"""
import logging
import sys
from .pipeline import VTACMLPipe

if __name__ == "__main__":
    logging.basicConfig(stream=sys.stdout, level=logging.DEBUG,
                        format="%(asctime)s.%(msecs)03d | %(levelname)-8s | %(funcName)s - %(filename)s:%(lineno)d : "
                               "%(message)s",
                        )

    vtac_ml = VTACMLPipe(config_file='config/config_seq_0.yaml')

    vtac_ml.train(save_all_model=True, save_path='output/seq_0/', verbose=10, n_jobs=5)
