Convert hyperoptloss resolver to static loader
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@@ -77,9 +77,9 @@ class HyperOptLossResolver(IResolver):
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"""
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This class contains all the logic to load custom hyperopt loss class
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"""
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__slots__ = ['hyperoptloss']
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def __init__(self, config: Dict) -> None:
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@staticmethod
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def load_hyperoptloss(config: Dict) -> IHyperOptLoss:
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"""
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Load the custom class from config parameter
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:param config: configuration dictionary
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@@ -89,20 +89,21 @@ class HyperOptLossResolver(IResolver):
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# default hyperopt loss
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hyperoptloss_name = config.get('hyperopt_loss') or DEFAULT_HYPEROPT_LOSS
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self.hyperoptloss = self._load_hyperoptloss(
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hyperoptloss = HyperOptLossResolver._load_hyperoptloss(
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hyperoptloss_name, config, extra_dir=config.get('hyperopt_path'))
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# Assign ticker_interval to be used in hyperopt
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self.hyperoptloss.__class__.ticker_interval = str(config['ticker_interval'])
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hyperoptloss.__class__.ticker_interval = str(config['ticker_interval'])
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if not hasattr(self.hyperoptloss, 'hyperopt_loss_function'):
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if not hasattr(hyperoptloss, 'hyperopt_loss_function'):
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raise OperationalException(
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f"Found HyperoptLoss class {hyperoptloss_name} does not "
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"implement `hyperopt_loss_function`.")
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return hyperoptloss
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def _load_hyperoptloss(
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self, hyper_loss_name: str, config: Dict,
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extra_dir: Optional[str] = None) -> IHyperOptLoss:
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@staticmethod
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def _load_hyperoptloss(hyper_loss_name: str, config: Dict,
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extra_dir: Optional[str] = None) -> IHyperOptLoss:
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"""
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Search and loads the specified hyperopt loss class.
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:param hyper_loss_name: name of the module to import
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@@ -112,11 +113,12 @@ class HyperOptLossResolver(IResolver):
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"""
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current_path = Path(__file__).parent.parent.joinpath('optimize').resolve()
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abs_paths = self.build_search_paths(config, current_path=current_path,
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user_subdir=USERPATH_HYPEROPTS, extra_dir=extra_dir)
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abs_paths = IResolver.build_search_paths(config, current_path=current_path,
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user_subdir=USERPATH_HYPEROPTS,
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extra_dir=extra_dir)
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hyperoptloss = self._load_object(paths=abs_paths, object_type=IHyperOptLoss,
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object_name=hyper_loss_name)
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hyperoptloss = IResolver._load_object(paths=abs_paths, object_type=IHyperOptLoss,
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object_name=hyper_loss_name)
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if hyperoptloss:
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return hyperoptloss
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