freqtrade_origin/freqtrade/plugins/protections/stoploss_guard.py
2022-09-18 13:20:55 +02:00

92 lines
3.6 KiB
Python

import logging
from datetime import datetime, timedelta
from typing import Any, Dict, Optional
from freqtrade.constants import Config, LongShort
from freqtrade.enums import ExitType
from freqtrade.persistence import Trade
from freqtrade.plugins.protections import IProtection, ProtectionReturn
logger = logging.getLogger(__name__)
class StoplossGuard(IProtection):
has_global_stop: bool = True
has_local_stop: bool = True
def __init__(self, config: Config, protection_config: Dict[str, Any]) -> None:
super().__init__(config, protection_config)
self._trade_limit = protection_config.get('trade_limit', 10)
self._disable_global_stop = protection_config.get('only_per_pair', False)
self._only_per_side = protection_config.get('only_per_side', False)
self._profit_limit = protection_config.get('required_profit', 0.0)
def short_desc(self) -> str:
"""
Short method description - used for startup-messages
"""
return (f"{self.name} - Frequent Stoploss Guard, {self._trade_limit} stoplosses "
f"with profit < {self._profit_limit:.2%} within {self.lookback_period_str}.")
def _reason(self) -> str:
"""
LockReason to use
"""
return (f'{self._trade_limit} stoplosses in {self._lookback_period} min, '
f'locking for {self._stop_duration} min.')
def _stoploss_guard(self, date_now: datetime, pair: Optional[str],
side: LongShort) -> Optional[ProtectionReturn]:
"""
Evaluate recent trades
"""
look_back_until = date_now - timedelta(minutes=self._lookback_period)
trades1 = Trade.get_trades_proxy(pair=pair, is_open=False, close_date=look_back_until)
trades = [trade for trade in trades1 if (str(trade.exit_reason) in (
ExitType.TRAILING_STOP_LOSS.value, ExitType.STOP_LOSS.value,
ExitType.STOPLOSS_ON_EXCHANGE.value, ExitType.LIQUIDATION.value)
and trade.close_profit and trade.close_profit < self._profit_limit)]
if self._only_per_side:
# Long or short trades only
trades = [trade for trade in trades if trade.trade_direction == side]
if len(trades) < self._trade_limit:
return None
self.log_once(f"Trading stopped due to {self._trade_limit} "
f"stoplosses within {self._lookback_period} minutes.", logger.info)
until = self.calculate_lock_end(trades, self._stop_duration)
return ProtectionReturn(
lock=True,
until=until,
reason=self._reason(),
lock_side=(side if self._only_per_side else '*')
)
def global_stop(self, date_now: datetime, side: LongShort) -> Optional[ProtectionReturn]:
"""
Stops trading (position entering) for all pairs
This must evaluate to true for the whole period of the "cooldown period".
:return: Tuple of [bool, until, reason].
If true, all pairs will be locked with <reason> until <until>
"""
if self._disable_global_stop:
return None
return self._stoploss_guard(date_now, None, side)
def stop_per_pair(
self, pair: str, date_now: datetime, side: LongShort) -> Optional[ProtectionReturn]:
"""
Stops trading (position entering) for this pair
This must evaluate to true for the whole period of the "cooldown period".
:return: Tuple of [bool, until, reason].
If true, this pair will be locked with <reason> until <until>
"""
return self._stoploss_guard(date_now, pair, side)