extract detect_parameters to separate function
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@@ -4,7 +4,7 @@ This module defines a base class for auto-hyperoptable strategies.
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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 Any, Dict, Iterator, List, Tuple
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from typing import Any, Dict, Iterator, List, Tuple, Type, Union
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from freqtrade.exceptions import OperationalException
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from freqtrade.misc import deep_merge_dicts, json_load
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@@ -53,27 +53,13 @@ class HyperStrategyMixin:
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for par in params:
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yield par.name, par
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def detect_parameters(self, category: str) -> Iterator[Tuple[str, BaseParameter]]:
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""" Detect all parameters for 'category' """
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for attr_name in dir(self):
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if not attr_name.startswith('__'): # Ignore internals, not strictly necessary.
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attr = getattr(self, attr_name)
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if issubclass(attr.__class__, BaseParameter):
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if (attr_name.startswith(category + '_')
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and attr.category is not None and attr.category != category):
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raise OperationalException(
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f'Inconclusive parameter name {attr_name}, category: {attr.category}.')
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if (category == attr.category or
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(attr_name.startswith(category + '_') and attr.category is None)):
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yield attr_name, attr
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@classmethod
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def detect_all_parameters(cls) -> Dict:
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""" Detect all parameters and return them as a list"""
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params: Dict[str, Any] = {
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'buy': list(cls.detect_parameters('buy')),
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'sell': list(cls.detect_parameters('sell')),
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'protection': list(cls.detect_parameters('protection')),
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'buy': list(detect_parameters(cls, 'buy')),
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'sell': list(detect_parameters(cls, 'sell')),
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'protection': list(detect_parameters(cls, 'protection')),
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}
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params.update({
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'count': len(params['buy'] + params['sell'] + params['protection'])
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@@ -155,7 +141,7 @@ class HyperStrategyMixin:
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logger.info(f"No params for {space} found, using default values.")
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param_container: List[BaseParameter] = getattr(self, f"ft_{space}_params")
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for attr_name, attr in self.detect_parameters(space):
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for attr_name, attr in detect_parameters(self, space):
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attr.name = attr_name
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attr.in_space = hyperopt and HyperoptTools.has_space(self.config, space)
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if not attr.category:
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@@ -186,3 +172,25 @@ class HyperStrategyMixin:
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if not p.optimize or not p.in_space:
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params[p.category][name] = p.value
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return params
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def detect_parameters(
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obj: Union[HyperStrategyMixin, Type[HyperStrategyMixin]],
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category: str
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) -> Iterator[Tuple[str, BaseParameter]]:
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"""
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Detect all parameters for 'category' for "obj"
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:param obj: Strategy object or class
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:param category: category - usually `'buy', 'sell', 'protection',...
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"""
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for attr_name in dir(obj):
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if not attr_name.startswith('__'): # Ignore internals, not strictly necessary.
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attr = getattr(obj, attr_name)
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if issubclass(attr.__class__, BaseParameter):
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if (attr_name.startswith(category + '_')
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and attr.category is not None and attr.category != category):
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raise OperationalException(
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f'Inconclusive parameter name {attr_name}, category: {attr.category}.')
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if (category == attr.category or
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(attr_name.startswith(category + '_') and attr.category is None)):
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yield attr_name, attr
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