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Combine load_object methods into one
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@ -5,7 +5,7 @@ This module load custom hyperopt
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"""
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import logging
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from pathlib import Path
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from typing import Optional, Dict
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from typing import Dict
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from freqtrade import OperationalException
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from freqtrade.constants import DEFAULT_HYPEROPT_LOSS, USERPATH_HYPEROPTS
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@ -21,6 +21,9 @@ class HyperOptResolver(IResolver):
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This class contains all the logic to load custom hyperopt class
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"""
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object_type = IHyperOpt
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object_type_str = "Hyperopt"
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user_subdir = USERPATH_HYPEROPTS
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initial_search_path = Path(__file__).parent.parent.joinpath('optimize').resolve()
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@staticmethod
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def load_hyperopt(config: Dict) -> IHyperOpt:
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@ -34,8 +37,9 @@ class HyperOptResolver(IResolver):
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hyperopt_name = config['hyperopt']
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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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hyperopt = HyperOptResolver.load_object(hyperopt_name, config,
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kwargs={'config': config},
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extra_dir=config.get('hyperopt_path'))
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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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@ -48,38 +52,15 @@ class HyperOptResolver(IResolver):
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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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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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:param config: configuration dictionary
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:param extra_dir: additional directory to search for the given hyperopt
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:return: HyperOpt instance or None
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"""
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current_path = Path(__file__).parent.parent.joinpath('optimize').resolve()
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abs_paths = HyperOptResolver.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 = HyperOptResolver._load_object(paths=abs_paths,
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object_name=hyperopt_name,
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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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f"Impossible to load Hyperopt '{hyperopt_name}'. This class does not exist "
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"or contains Python code errors."
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)
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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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object_type = IHyperOptLoss
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object_type_str = "HyperoptLoss"
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user_subdir = USERPATH_HYPEROPTS
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initial_search_path = Path(__file__).parent.parent.joinpath('optimize').resolve()
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@staticmethod
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def load_hyperoptloss(config: Dict) -> IHyperOptLoss:
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@ -92,8 +73,9 @@ 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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hyperoptloss = HyperOptLossResolver._load_hyperoptloss(
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hyperoptloss_name, config, extra_dir=config.get('hyperopt_path'))
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hyperoptloss = HyperOptLossResolver.load_object(hyperoptloss_name,
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config, kwargs={},
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extra_dir=config.get('hyperopt_path'))
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# Assign ticker_interval to be used in hyperopt
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hyperoptloss.__class__.ticker_interval = str(config['ticker_interval'])
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@ -103,29 +85,3 @@ class HyperOptLossResolver(IResolver):
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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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@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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:param config: configuration dictionary
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:param extra_dir: additional directory to search for the given hyperopt
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:return: HyperOptLoss instance or None
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"""
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current_path = Path(__file__).parent.parent.joinpath('optimize').resolve()
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abs_paths = HyperOptLossResolver.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 = HyperOptLossResolver._load_object(paths=abs_paths,
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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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raise OperationalException(
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f"Impossible to load HyperoptLoss '{hyper_loss_name}'. This class does not exist "
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"or contains Python code errors."
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)
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@ -9,6 +9,8 @@ import logging
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from pathlib import Path
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from typing import Any, Generator, List, Optional, Tuple, Type, Union
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from freqtrade import OperationalException
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logger = logging.getLogger(__name__)
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@ -18,12 +20,15 @@ class IResolver:
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"""
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# Childclasses need to override this
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object_type: Type[Any]
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object_type_str: str
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user_subdir: Optional[str] = None
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initial_search_path: Path
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@staticmethod
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def build_search_paths(config, current_path: Path, user_subdir: Optional[str] = None,
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@classmethod
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def build_search_paths(cls, config, user_subdir: Optional[str] = None,
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extra_dir: Optional[str] = None) -> List[Path]:
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abs_paths: List[Path] = [current_path]
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abs_paths: List[Path] = [cls.initial_search_path]
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if user_subdir:
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abs_paths.insert(0, config['user_data_dir'].joinpath(user_subdir))
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@ -105,3 +110,28 @@ class IResolver:
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logger.warning('Path "%s" does not exist.', _path.resolve())
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return None
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@classmethod
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def load_object(cls, object_name: str, config: dict, kwargs: dict,
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extra_dir: Optional[str] = None) -> Any:
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"""
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Search and loads the specified object as configured in hte child class.
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:param objectname: name of the module to import
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:param config: configuration dictionary
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:param extra_dir: additional directory to search for the given pairlist
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:raises: OperationalException if the class is invalid or does not exist.
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:return: Object instance or None
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"""
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abs_paths = cls.build_search_paths(config,
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user_subdir=cls.user_subdir,
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extra_dir=extra_dir)
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pairlist = cls._load_object(paths=abs_paths, object_name=object_name,
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kwargs=kwargs)
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if pairlist:
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return pairlist
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raise OperationalException(
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f"Impossible to load {cls.object_type_str} '{object_name}'. This class does not exist "
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"or contains Python code errors."
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)
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@ -6,7 +6,6 @@ This module load custom pairlists
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import logging
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from pathlib import Path
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from freqtrade import OperationalException
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from freqtrade.pairlist.IPairList import IPairList
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from freqtrade.resolvers import IResolver
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@ -18,6 +17,9 @@ class PairListResolver(IResolver):
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This class contains all the logic to load custom PairList class
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"""
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object_type = IPairList
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object_type_str = "Pairlist"
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user_subdir = None
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initial_search_path = Path(__file__).parent.parent.joinpath('pairlist').resolve()
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@staticmethod
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def load_pairlist(pairlist_name: str, exchange, pairlistmanager,
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@ -32,34 +34,10 @@ class PairListResolver(IResolver):
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:param pairlist_pos: Position of the pairlist in the list of pairlists
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:return: initialized Pairlist class
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"""
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return PairListResolver._load_pairlist(pairlist_name, config,
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kwargs={'exchange': exchange,
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'pairlistmanager': pairlistmanager,
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'config': config,
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'pairlistconfig': pairlistconfig,
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'pairlist_pos': pairlist_pos})
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@staticmethod
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def _load_pairlist(pairlist_name: str, config: dict, kwargs: dict) -> IPairList:
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"""
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Search and loads the specified pairlist.
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:param pairlist_name: name of the module to import
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:param config: configuration dictionary
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:param extra_dir: additional directory to search for the given pairlist
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:return: PairList instance or None
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"""
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current_path = Path(__file__).parent.parent.joinpath('pairlist').resolve()
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abs_paths = IResolver.build_search_paths(config, current_path=current_path,
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user_subdir=None, extra_dir=None)
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pairlist = PairListResolver._load_object(paths=abs_paths,
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object_name=pairlist_name,
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kwargs=kwargs)
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if pairlist:
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return pairlist
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raise OperationalException(
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f"Impossible to load Pairlist '{pairlist_name}'. This class does not exist "
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"or contains Python code errors."
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)
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return PairListResolver.load_object(pairlist_name, config,
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kwargs={'exchange': exchange,
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'pairlistmanager': pairlistmanager,
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'config': config,
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'pairlistconfig': pairlistconfig,
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'pairlist_pos': pairlist_pos},
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)
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@ -11,7 +11,9 @@ from inspect import getfullargspec
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from pathlib import Path
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from typing import Dict, Optional
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from freqtrade import constants, OperationalException
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from freqtrade import OperationalException
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from freqtrade.constants import (REQUIRED_ORDERTIF, REQUIRED_ORDERTYPES,
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USERPATH_STRATEGY)
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from freqtrade.resolvers import IResolver
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from freqtrade.strategy.interface import IStrategy
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@ -23,6 +25,9 @@ class StrategyResolver(IResolver):
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This class contains the logic to load custom strategy class
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"""
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object_type = IStrategy
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object_type_str = "Strategy"
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user_subdir = USERPATH_STRATEGY
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initial_search_path = Path(__file__).parent.parent.joinpath('strategy').resolve()
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@staticmethod
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def load_strategy(config: Optional[Dict] = None) -> IStrategy:
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@ -115,11 +120,11 @@ class StrategyResolver(IResolver):
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@staticmethod
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def _strategy_sanity_validations(strategy):
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if not all(k in strategy.order_types for k in constants.REQUIRED_ORDERTYPES):
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if not all(k in strategy.order_types for k in REQUIRED_ORDERTYPES):
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raise ImportError(f"Impossible to load Strategy '{strategy.__class__.__name__}'. "
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f"Order-types mapping is incomplete.")
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if not all(k in strategy.order_time_in_force for k in constants.REQUIRED_ORDERTIF):
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if not all(k in strategy.order_time_in_force for k in REQUIRED_ORDERTIF):
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raise ImportError(f"Impossible to load Strategy '{strategy.__class__.__name__}'. "
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f"Order-time-in-force mapping is incomplete.")
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@ -133,10 +138,9 @@ class StrategyResolver(IResolver):
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:param extra_dir: additional directory to search for the given strategy
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:return: Strategy instance or None
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"""
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current_path = Path(__file__).parent.parent.joinpath('strategy').resolve()
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abs_paths = StrategyResolver.build_search_paths(config, current_path=current_path,
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user_subdir=constants.USERPATH_STRATEGY,
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abs_paths = StrategyResolver.build_search_paths(config,
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user_subdir=USERPATH_STRATEGY,
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extra_dir=extra_dir)
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if ":" in strategy_name:
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@ -159,7 +159,7 @@ def test_hyperoptresolver(mocker, default_conf, caplog) -> None:
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delattr(hyperopt, 'populate_buy_trend')
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delattr(hyperopt, 'populate_sell_trend')
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mocker.patch(
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'freqtrade.resolvers.hyperopt_resolver.HyperOptResolver._load_hyperopt',
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'freqtrade.resolvers.hyperopt_resolver.HyperOptResolver.load_object',
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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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@ -195,7 +195,7 @@ def test_hyperoptlossresolver(mocker, default_conf, caplog) -> None:
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hl = DefaultHyperOptLoss
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mocker.patch(
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'freqtrade.resolvers.hyperopt_resolver.HyperOptLossResolver._load_hyperoptloss',
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'freqtrade.resolvers.hyperopt_resolver.HyperOptLossResolver.load_object',
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MagicMock(return_value=hl)
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)
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x = HyperOptLossResolver.load_hyperoptloss(default_conf)
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