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@ -1,7 +1,7 @@
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import logging
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from datetime import datetime, timedelta
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from typing import Any, Dict
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from typing import Any, Dict, Optional
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import pandas as pd
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@ -39,7 +39,7 @@ class MaxDrawdown(IProtection):
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return (f'{drawdown} passed {self._max_allowed_drawdown} in {self.lookback_period_str}, '
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f'locking for {self.stop_duration_str}.')
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def _max_drawdown(self, date_now: datetime) -> ProtectionReturn:
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def _max_drawdown(self, date_now: datetime) -> Optional[ProtectionReturn]:
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"""
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Evaluate recent trades for drawdown ...
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"""
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@ -51,14 +51,14 @@ class MaxDrawdown(IProtection):
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if len(trades) < self._trade_limit:
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# Not enough trades in the relevant period
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return False, None, None, None
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return None
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# Drawdown is always positive
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try:
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# TODO: This should use absolute profit calculation, considering account balance.
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drawdown, _, _, _, _, _ = calculate_max_drawdown(trades_df, value_col='close_profit')
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except ValueError:
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return False, None, None, None
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return None
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if drawdown > self._max_allowed_drawdown:
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self.log_once(
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@ -66,11 +66,16 @@ class MaxDrawdown(IProtection):
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f" within {self.lookback_period_str}.", logger.info)
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until = self.calculate_lock_end(trades, self._stop_duration)
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return True, until, self._reason(drawdown), None
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# return True, until, self._reason(drawdown), None
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return ProtectionReturn(
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lock=True,
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until=until,
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reason=self._reason(drawdown),
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)
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return False, None, None, None
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return None
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def global_stop(self, date_now: datetime, side: str) -> ProtectionReturn:
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def global_stop(self, date_now: datetime, side: str) -> Optional[ProtectionReturn]:
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"""
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Stops trading (position entering) for all pairs
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This must evaluate to true for the whole period of the "cooldown period".
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@ -79,11 +84,11 @@ class MaxDrawdown(IProtection):
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"""
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return self._max_drawdown(date_now)
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def stop_per_pair(self, pair: str, date_now: datetime, side: str) -> ProtectionReturn:
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def stop_per_pair(self, pair: str, date_now: datetime, side: str) -> Optional[ProtectionReturn]:
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"""
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Stops trading (position entering) for this pair
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This must evaluate to true for the whole period of the "cooldown period".
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:return: Tuple of [bool, until, reason].
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If true, this pair will be locked with <reason> until <until>
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"""
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return False, None, None, None
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return None
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