Convert HyperoptResolver to static loader
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@ -64,7 +64,7 @@ class Hyperopt:
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self.backtesting = Backtesting(self.config)
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self.custom_hyperopt = HyperOptResolver(self.config).hyperopt
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self.custom_hyperopt = HyperOptResolver.load_hyperopt(self.config)
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self.custom_hyperoptloss = HyperOptLossResolver(self.config).hyperoptloss
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self.calculate_loss = self.custom_hyperoptloss.hyperopt_loss_function
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@ -20,11 +20,11 @@ class HyperOptResolver(IResolver):
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"""
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This class contains all the logic to load custom hyperopt class
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"""
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__slots__ = ['hyperopt']
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def __init__(self, config: Dict) -> None:
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@staticmethod
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def load_hyperopt(config: Dict) -> IHyperOpt:
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"""
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Load the custom class from config parameter
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Load the custom hyperopt class from config parameter
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:param config: configuration dictionary
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"""
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if not config.get('hyperopt'):
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@ -33,21 +33,23 @@ class HyperOptResolver(IResolver):
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hyperopt_name = config['hyperopt']
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self.hyperopt = self._load_hyperopt(hyperopt_name, config,
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extra_dir=config.get('hyperopt_path'))
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hyperopt = HyperOptResolver._load_hyperopt(hyperopt_name, config,
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extra_dir=config.get('hyperopt_path'))
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if not hasattr(self.hyperopt, 'populate_indicators'):
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if not hasattr(hyperopt, 'populate_indicators'):
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logger.warning("Hyperopt class does not provide populate_indicators() method. "
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"Using populate_indicators from the strategy.")
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if not hasattr(self.hyperopt, 'populate_buy_trend'):
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if not hasattr(hyperopt, 'populate_buy_trend'):
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logger.warning("Hyperopt class does not provide populate_buy_trend() method. "
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"Using populate_buy_trend from the strategy.")
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if not hasattr(self.hyperopt, 'populate_sell_trend'):
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if not hasattr(hyperopt, 'populate_sell_trend'):
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logger.warning("Hyperopt class does not provide populate_sell_trend() method. "
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"Using populate_sell_trend from the strategy.")
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return hyperopt
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@staticmethod
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def _load_hyperopt(
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self, hyperopt_name: str, config: Dict, extra_dir: Optional[str] = None) -> IHyperOpt:
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hyperopt_name: str, config: Dict, extra_dir: Optional[str] = None) -> IHyperOpt:
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"""
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Search and loads the specified hyperopt.
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:param hyperopt_name: name of the module to import
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@ -57,11 +59,12 @@ class HyperOptResolver(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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hyperopt = self._load_object(paths=abs_paths, object_type=IHyperOpt,
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object_name=hyperopt_name, kwargs={'config': config})
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hyperopt = IResolver._load_object(paths=abs_paths, object_type=IHyperOpt,
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object_name=hyperopt_name, kwargs={'config': config})
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if hyperopt:
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return hyperopt
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raise OperationalException(
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@ -163,7 +163,7 @@ def test_hyperoptresolver(mocker, default_conf, caplog) -> None:
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MagicMock(return_value=hyperopt(default_conf))
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)
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default_conf.update({'hyperopt': 'DefaultHyperOpt'})
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x = HyperOptResolver(default_conf).hyperopt
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x = HyperOptResolver.load_hyperopt(default_conf)
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assert not hasattr(x, 'populate_indicators')
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assert not hasattr(x, 'populate_buy_trend')
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assert not hasattr(x, 'populate_sell_trend')
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@ -180,7 +180,7 @@ def test_hyperoptresolver_wrongname(mocker, default_conf, caplog) -> None:
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default_conf.update({'hyperopt': "NonExistingHyperoptClass"})
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with pytest.raises(OperationalException, match=r'Impossible to load Hyperopt.*'):
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HyperOptResolver(default_conf).hyperopt
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HyperOptResolver.load_hyperopt(default_conf)
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def test_hyperoptresolver_noname(default_conf):
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@ -188,7 +188,7 @@ def test_hyperoptresolver_noname(default_conf):
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with pytest.raises(OperationalException,
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match="No Hyperopt set. Please use `--hyperopt` to specify "
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"the Hyperopt class to use."):
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HyperOptResolver(default_conf)
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HyperOptResolver.load_hyperopt(default_conf)
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def test_hyperoptlossresolver(mocker, default_conf, caplog) -> None:
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