with open(CONFIG_PATH) as f:
config = yaml.safe_load(f)
except FileNotFoundError as e:
raise type(
e
)(f'{e.filename} does not exist. Config file required to run pipeline.'
)
# config['Model']['model_path'] = abs_path(CONFIG_PATH, config['Model']['model_path'])
pipeline = Pipeline(**config['CP4D'], **config['Model'])
pipeline.specification()
pipeline.set_connection()
pipeline._init_cleanup()
pipeline.set_project()
pipeline.set_data()
pipeline.set_namespace()
pipeline.store_model()
pipeline.deploy_model()
pipeline.set_subscription()
pipeline.run_quality_monitor()
