Merge pull request #9369 from freqtrade/feat/informative_base
informative assets -> {base}
This commit is contained in:
@@ -486,17 +486,18 @@ for more information.
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:param timeframe: Informative timeframe. Must always be equal or higher than strategy timeframe.
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:param timeframe: Informative timeframe. Must always be equal or higher than strategy timeframe.
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:param asset: Informative asset, for example BTC, BTC/USDT, ETH/BTC. Do not specify to use
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:param asset: Informative asset, for example BTC, BTC/USDT, ETH/BTC. Do not specify to use
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current pair.
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current pair. Also supports limited pair format strings (see below)
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:param fmt: Column format (str) or column formatter (callable(name, asset, timeframe)). When not
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:param fmt: Column format (str) or column formatter (callable(name, asset, timeframe)). When not
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specified, defaults to:
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specified, defaults to:
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* {base}_{quote}_{column}_{timeframe} if asset is specified.
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* {base}_{quote}_{column}_{timeframe} if asset is specified.
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* {column}_{timeframe} if asset is not specified.
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* {column}_{timeframe} if asset is not specified.
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Format string supports these format variables:
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Pair format supports these format variables:
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* {asset} - full name of the asset, for example 'BTC/USDT'.
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* {base} - base currency in lower case, for example 'eth'.
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* {base} - base currency in lower case, for example 'eth'.
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* {BASE} - same as {base}, except in upper case.
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* {BASE} - same as {base}, except in upper case.
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* {quote} - quote currency in lower case, for example 'usdt'.
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* {quote} - quote currency in lower case, for example 'usdt'.
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* {QUOTE} - same as {quote}, except in upper case.
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* {QUOTE} - same as {quote}, except in upper case.
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Format string additionally supports this variables.
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* {asset} - full name of the asset, for example 'BTC/USDT'.
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* {column} - name of dataframe column.
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* {column} - name of dataframe column.
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* {timeframe} - timeframe of informative dataframe.
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* {timeframe} - timeframe of informative dataframe.
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:param ffill: ffill dataframe after merging informative pair.
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:param ffill: ffill dataframe after merging informative pair.
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@@ -1,5 +1,5 @@
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from dataclasses import dataclass
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from dataclasses import dataclass
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from typing import Any, Callable, Optional, Union
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from typing import Any, Callable, Dict, Optional, Union
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from pandas import DataFrame
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from pandas import DataFrame
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@@ -38,17 +38,18 @@ def informative(timeframe: str, asset: str = '',
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:param timeframe: Informative timeframe. Must always be equal or higher than strategy timeframe.
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:param timeframe: Informative timeframe. Must always be equal or higher than strategy timeframe.
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:param asset: Informative asset, for example BTC, BTC/USDT, ETH/BTC. Do not specify to use
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:param asset: Informative asset, for example BTC, BTC/USDT, ETH/BTC. Do not specify to use
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current pair.
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current pair. Also supports limited pair format strings (see below)
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:param fmt: Column format (str) or column formatter (callable(name, asset, timeframe)). When not
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:param fmt: Column format (str) or column formatter (callable(name, asset, timeframe)). When not
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specified, defaults to:
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specified, defaults to:
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* {base}_{quote}_{column}_{timeframe} if asset is specified.
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* {base}_{quote}_{column}_{timeframe} if asset is specified.
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* {column}_{timeframe} if asset is not specified.
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* {column}_{timeframe} if asset is not specified.
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Format string supports these format variables:
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Pair format supports these format variables:
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* {asset} - full name of the asset, for example 'BTC/USDT'.
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* {base} - base currency in lower case, for example 'eth'.
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* {base} - base currency in lower case, for example 'eth'.
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* {BASE} - same as {base}, except in upper case.
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* {BASE} - same as {base}, except in upper case.
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* {quote} - quote currency in lower case, for example 'usdt'.
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* {quote} - quote currency in lower case, for example 'usdt'.
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* {QUOTE} - same as {quote}, except in upper case.
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* {QUOTE} - same as {quote}, except in upper case.
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Format string additionally supports this variables.
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* {asset} - full name of the asset, for example 'BTC/USDT'.
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* {column} - name of dataframe column.
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* {column} - name of dataframe column.
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* {timeframe} - timeframe of informative dataframe.
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* {timeframe} - timeframe of informative dataframe.
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:param ffill: ffill dataframe after merging informative pair.
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:param ffill: ffill dataframe after merging informative pair.
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@@ -68,9 +69,25 @@ def informative(timeframe: str, asset: str = '',
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return decorator
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return decorator
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def _format_pair_name(config, pair: str) -> str:
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def __get_pair_formats(market: Optional[Dict[str, Any]]) -> Dict[str, str]:
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return pair.format(stake_currency=config['stake_currency'],
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if not market:
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stake=config['stake_currency']).upper()
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return {}
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base = market['base']
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quote = market['quote']
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return {
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'base': base.lower(),
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'BASE': base.upper(),
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'quote': quote.lower(),
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'QUOTE': quote.upper(),
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}
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def _format_pair_name(config, pair: str, market: Optional[Dict[str, Any]] = None) -> str:
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return pair.format(
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stake_currency=config['stake_currency'],
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stake=config['stake_currency'],
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**__get_pair_formats(market),
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).upper()
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def _create_and_merge_informative_pair(strategy, dataframe: DataFrame, metadata: dict,
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def _create_and_merge_informative_pair(strategy, dataframe: DataFrame, metadata: dict,
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@@ -85,7 +102,8 @@ def _create_and_merge_informative_pair(strategy, dataframe: DataFrame, metadata:
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if asset:
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if asset:
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# Insert stake currency if needed.
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# Insert stake currency if needed.
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asset = _format_pair_name(config, asset)
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market1 = strategy.dp.market(metadata['pair'])
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asset = _format_pair_name(config, asset, market1)
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else:
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else:
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# Not specifying an asset will define informative dataframe for current pair.
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# Not specifying an asset will define informative dataframe for current pair.
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asset = metadata['pair']
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asset = metadata['pair']
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@@ -93,8 +111,6 @@ def _create_and_merge_informative_pair(strategy, dataframe: DataFrame, metadata:
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market = strategy.dp.market(asset)
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market = strategy.dp.market(asset)
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if market is None:
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if market is None:
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raise OperationalException(f'Market {asset} is not available.')
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raise OperationalException(f'Market {asset} is not available.')
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base = market['base']
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quote = market['quote']
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# Default format. This optimizes for the common case: informative pairs using same stake
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# Default format. This optimizes for the common case: informative pairs using same stake
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# currency. When quote currency matches stake currency, column name will omit base currency.
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# currency. When quote currency matches stake currency, column name will omit base currency.
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@@ -117,10 +133,7 @@ def _create_and_merge_informative_pair(strategy, dataframe: DataFrame, metadata:
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formatter = fmt.format # A default string formatter.
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formatter = fmt.format # A default string formatter.
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fmt_args = {
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fmt_args = {
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'BASE': base.upper(),
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**__get_pair_formats(market),
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'QUOTE': quote.upper(),
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'base': base.lower(),
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'quote': quote.lower(),
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'asset': asset,
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'asset': asset,
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'timeframe': timeframe,
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'timeframe': timeframe,
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}
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}
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@@ -756,12 +756,23 @@ class IStrategy(ABC, HyperStrategyMixin):
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candle_type = (inf_data.candle_type if inf_data.candle_type
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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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else self.config.get('candle_type_def', CandleType.SPOT))
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if inf_data.asset:
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if inf_data.asset:
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pair_tf = (
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if any(s in inf_data.asset for s in ("{BASE}", "{base}")):
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_format_pair_name(self.config, inf_data.asset),
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for pair in self.dp.current_whitelist():
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inf_data.timeframe,
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candle_type,
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pair_tf = (
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)
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_format_pair_name(self.config, inf_data.asset, self.dp.market(pair)),
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informative_pairs.append(pair_tf)
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inf_data.timeframe,
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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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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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candle_type,
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)
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informative_pairs.append(pair_tf)
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else:
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else:
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for pair in self.dp.current_whitelist():
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for pair in self.dp.current_whitelist():
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informative_pairs.append((pair, inf_data.timeframe, candle_type))
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informative_pairs.append((pair, inf_data.timeframe, candle_type))
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@@ -47,6 +47,11 @@ class InformativeDecoratorTest(IStrategy):
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dataframe['rsi'] = 14
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dataframe['rsi'] = 14
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return dataframe
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return dataframe
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@informative('1h', '{base}/BTC')
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def populate_indicators_base_1h(self, dataframe: DataFrame, metadata: dict) -> DataFrame:
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dataframe['rsi'] = 14
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return dataframe
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# Quote currency different from stake currency test.
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# Quote currency different from stake currency test.
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@informative('1h', 'ETH/BTC', candle_type='spot')
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@informative('1h', 'ETH/BTC', candle_type='spot')
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def populate_indicators_eth_btc_1h(self, dataframe: DataFrame, metadata: dict) -> DataFrame:
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def populate_indicators_eth_btc_1h(self, dataframe: DataFrame, metadata: dict) -> DataFrame:
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@@ -277,9 +277,11 @@ def test_informative_decorator(mocker, default_conf_usdt, trading_mode):
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('XRP/USDT', '5m', candle_def): test_data_5m,
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('XRP/USDT', '5m', candle_def): test_data_5m,
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('XRP/USDT', '30m', candle_def): test_data_30m,
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('XRP/USDT', '30m', candle_def): test_data_30m,
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('XRP/USDT', '1h', candle_def): test_data_1h,
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('XRP/USDT', '1h', candle_def): test_data_1h,
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('XRP/BTC', '1h', candle_def): test_data_1h, # from {base}/BTC
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('LTC/USDT', '5m', candle_def): test_data_5m,
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('LTC/USDT', '5m', candle_def): test_data_5m,
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('LTC/USDT', '30m', candle_def): test_data_30m,
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('LTC/USDT', '30m', candle_def): test_data_30m,
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('LTC/USDT', '1h', candle_def): test_data_1h,
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('LTC/USDT', '1h', candle_def): test_data_1h,
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('LTC/BTC', '1h', candle_def): test_data_1h, # from {base}/BTC
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('NEO/USDT', '30m', candle_def): test_data_30m,
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('NEO/USDT', '30m', candle_def): test_data_30m,
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('NEO/USDT', '5m', CandleType.SPOT): test_data_5m, # Explicit request with '' as candletype
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('NEO/USDT', '5m', CandleType.SPOT): test_data_5m, # Explicit request with '' as candletype
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('NEO/USDT', '15m', candle_def): test_data_5m, # Explicit request with '' as candletype
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('NEO/USDT', '15m', candle_def): test_data_5m, # Explicit request with '' as candletype
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@@ -296,10 +298,12 @@ def test_informative_decorator(mocker, default_conf_usdt, trading_mode):
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'XRP/USDT', 'LTC/USDT', 'NEO/USDT'
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'XRP/USDT', 'LTC/USDT', 'NEO/USDT'
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])
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])
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assert len(strategy._ft_informative) == 6 # Equal to number of decorators used
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assert len(strategy._ft_informative) == 7 # Equal to number of decorators used
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informative_pairs = [
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informative_pairs = [
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('XRP/USDT', '1h', candle_def),
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('XRP/USDT', '1h', candle_def),
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('XRP/BTC', '1h', candle_def),
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('LTC/USDT', '1h', candle_def),
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('LTC/USDT', '1h', candle_def),
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('LTC/BTC', '1h', candle_def),
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('XRP/USDT', '30m', candle_def),
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('XRP/USDT', '30m', candle_def),
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('LTC/USDT', '30m', candle_def),
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('LTC/USDT', '30m', candle_def),
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('NEO/USDT', '1h', candle_def),
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('NEO/USDT', '1h', candle_def),
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