Informative decorator updates for futures
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@@ -15,11 +15,13 @@ class InformativeData(NamedTuple):
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timeframe: str
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fmt: Union[str, Callable[[Any], str], None]
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ffill: bool
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candle_type: CandleType
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candle_type: Optional[CandleType]
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def informative(timeframe: str, asset: str = '',
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fmt: Optional[Union[str, Callable[[Any], str]]] = None,
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*,
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candle_type: Optional[CandleType] = None,
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ffill: bool = True) -> Callable[[PopulateIndicators], PopulateIndicators]:
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"""
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A decorator for populate_indicators_Nn(self, dataframe, metadata), allowing these functions to
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@@ -54,12 +56,11 @@ def informative(timeframe: str, asset: str = '',
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_timeframe = timeframe
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_fmt = fmt
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_ffill = ffill
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_candle_type = CandleType.from_string(candle_type) if candle_type else None
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def decorator(fn: PopulateIndicators):
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informative_pairs = getattr(fn, '_ft_informative', [])
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# TODO-lev: Add candle_type to InformativeData
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informative_pairs.append(InformativeData(_asset, _timeframe, _fmt, _ffill,
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CandleType.SPOT))
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informative_pairs.append(InformativeData(_asset, _timeframe, _fmt, _ffill, _candle_type))
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setattr(fn, '_ft_informative', informative_pairs)
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return fn
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return decorator
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@@ -76,6 +77,8 @@ def _create_and_merge_informative_pair(strategy, dataframe: DataFrame, metadata:
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asset = inf_data.asset or ''
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timeframe = inf_data.timeframe
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fmt = inf_data.fmt
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candle_type = inf_data.candle_type
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config = strategy.config
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if asset:
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@@ -102,7 +105,7 @@ def _create_and_merge_informative_pair(strategy, dataframe: DataFrame, metadata:
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fmt = '{base}_{quote}_' + fmt # Informatives of other pairs
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inf_metadata = {'pair': asset, 'timeframe': timeframe}
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inf_dataframe = strategy.dp.get_pair_dataframe(asset, timeframe)
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inf_dataframe = strategy.dp.get_pair_dataframe(asset, timeframe, candle_type)
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inf_dataframe = populate_indicators(strategy, inf_dataframe, inf_metadata)
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formatter: Any = None
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@@ -146,7 +146,8 @@ class IStrategy(ABC, HyperStrategyMixin):
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cls_method = getattr(self.__class__, attr_name)
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if not callable(cls_method):
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continue
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informative_data_list = getattr(cls_method, '_ft_informative', None)
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informative_data_list = getattr(
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cls_method, '_ft_informative', None)
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if not isinstance(informative_data_list, list):
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# Type check is required because mocker would return a mock object that evaluates to
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# True, confusing this code.
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@@ -156,6 +157,10 @@ class IStrategy(ABC, HyperStrategyMixin):
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if timeframe_to_minutes(informative_data.timeframe) < strategy_timeframe_minutes:
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raise OperationalException('Informative timeframe must be equal or higher than '
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'strategy timeframe!')
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if not informative_data.candle_type:
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informative_data = InformativeData(
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informative_data.asset, informative_data.timeframe, informative_data.fmt,
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informative_data.ffill, config['candle_type_def'])
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self._ft_informative.append((informative_data, cls_method))
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@abstractmethod
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@@ -456,14 +461,17 @@ class IStrategy(ABC, HyperStrategyMixin):
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# Compatibility code for 2 tuple informative pairs
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informative_pairs = [
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(p[0], p[1], CandleType.from_string(p[2]) if len(
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p) > 2 else self.config.get('candle_type_def', CandleType.SPOT))
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p) > 2 and p[2] != '' else self.config.get('candle_type_def', CandleType.SPOT))
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for p in informative_pairs]
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for inf_data, _ in self._ft_informative:
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# Get default candle type if not provided explicitly.
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candle_type = (inf_data.candle_type if inf_data.candle_type
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else self.config.get('candle_type_def', CandleType.SPOT))
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if inf_data.asset:
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pair_tf = (
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_format_pair_name(self.config, inf_data.asset),
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inf_data.timeframe,
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inf_data.candle_type
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candle_type,
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)
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informative_pairs.append(pair_tf)
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else:
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@@ -471,7 +479,7 @@ class IStrategy(ABC, HyperStrategyMixin):
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raise OperationalException('@informative decorator with unspecified asset '
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'requires DataProvider instance.')
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for pair in self.dp.current_whitelist():
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informative_pairs.append((pair, inf_data.timeframe, inf_data.candle_type))
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informative_pairs.append((pair, inf_data.timeframe, candle_type))
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return list(set(informative_pairs))
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def get_strategy_name(self) -> str:
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