# pragma pylint: disable=attribute-defined-outside-init """ This module load custom hyperopt """ import logging from pathlib import Path from freqtrade.constants import HYPEROPT_LOSS_BUILTIN, USERPATH_HYPEROPTS, Config from freqtrade.exceptions import OperationalException from freqtrade.optimize.hyperopt_loss_interface import IHyperOptLoss from freqtrade.resolvers import IResolver logger = logging.getLogger(__name__) class HyperOptLossResolver(IResolver): """ This class contains all the logic to load custom hyperopt loss class """ object_type = IHyperOptLoss object_type_str = "HyperoptLoss" user_subdir = USERPATH_HYPEROPTS initial_search_path = Path(__file__).parent.parent.joinpath('optimize/hyperopt_loss').resolve() @staticmethod def load_hyperoptloss(config: Config) -> IHyperOptLoss: """ Load the custom class from config parameter :param config: configuration dictionary """ hyperoptloss_name = config.get('hyperopt_loss') if not hyperoptloss_name: raise OperationalException( "No Hyperopt loss set. Please use `--hyperopt-loss` to " "specify the Hyperopt-Loss class to use.\n" f"Built-in Hyperopt-loss-functions are: {', '.join(HYPEROPT_LOSS_BUILTIN)}" ) hyperoptloss = HyperOptLossResolver.load_object(hyperoptloss_name, config, kwargs={}, extra_dir=config.get('hyperopt_path')) # Assign timeframe to be used in hyperopt hyperoptloss.__class__.timeframe = str(config['timeframe']) return hyperoptloss