allow list-strategies to show if params are hyperoptable
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@ -54,15 +54,21 @@ def _print_objs_tabular(objs: List, print_colorized: bool) -> None:
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reset = ''
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names = [s['name'] for s in objs]
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objss_to_print = [{
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objs_to_print = [{
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'name': s['name'] if s['name'] else "--",
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'location': s['location'].name,
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'status': (red + "LOAD FAILED" + reset if s['class'] is None
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else "OK" if names.count(s['name']) == 1
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else yellow + "DUPLICATE NAME" + reset)
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} for s in objs]
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print(tabulate(objss_to_print, headers='keys', tablefmt='psql', stralign='right'))
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for idx, s in enumerate(objs):
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if 'hyperoptable' in s:
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objs_to_print[idx].update({
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'hyperoptable': "Yes" if s['hyperoptable']['count'] > 0 else "No",
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'buy-Params': len(s['hyperoptable'].get('buy', [])),
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'sell-Params': len(s['hyperoptable'].get('sell', [])),
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})
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print(tabulate(objs_to_print, headers='keys', tablefmt='psql', stralign='right'))
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def start_list_strategies(args: Dict[str, Any]) -> None:
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@ -75,6 +81,11 @@ def start_list_strategies(args: Dict[str, Any]) -> None:
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strategy_objs = StrategyResolver.search_all_objects(directory, not args['print_one_column'])
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# Sort alphabetically
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strategy_objs = sorted(strategy_objs, key=lambda x: x['name'])
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for obj in strategy_objs:
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if obj['class']:
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obj['hyperoptable'] = obj['class'].detect_all_parameters()
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else:
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obj['hyperoptable'] = {'count': 0}
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if args['print_one_column']:
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print('\n'.join([s['name'] for s in strategy_objs]))
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@ -273,11 +273,12 @@ class HyperStrategyMixin(object):
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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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@classmethod
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def detect_parameters(cls, 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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for attr_name in dir(cls):
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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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attr = getattr(cls, 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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@ -287,6 +288,19 @@ class HyperStrategyMixin(object):
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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 = {
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'buy': list(cls.detect_parameters('buy')),
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'sell': list(cls.detect_parameters('sell')),
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}
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params.update({
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'count': len(params['buy'] + params['sell'])
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})
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return params
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def _load_hyper_params(self, hyperopt: bool = False) -> None:
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"""
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Load Hyperoptable parameters
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@ -303,7 +317,7 @@ class HyperStrategyMixin(object):
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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 self.detect_parameters(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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@ -667,8 +667,13 @@ def test_auto_hyperopt_interface(default_conf):
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# Parameter is disabled - so value from sell_param dict will NOT be used.
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assert strategy.sell_minusdi.value == 0.5
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all_params = strategy.detect_all_parameters()
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assert isinstance(all_params, dict)
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assert len(all_params['buy']) == 2
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assert len(all_params['sell']) == 2
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assert all_params['count'] == 4
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strategy.sell_rsi = IntParameter([0, 10], default=5, space='buy')
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strategy.__class__.sell_rsi = IntParameter([0, 10], default=5, space='buy')
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with pytest.raises(OperationalException, match=r"Inconclusive parameter.*"):
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[x for x in strategy._detect_parameters('sell')]
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[x for x in strategy.detect_parameters('sell')]
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