Implement first stop method
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a0bd2ce837
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@ -75,6 +75,13 @@
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"refresh_period": 1440
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}
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],
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"protections": [
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{
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"method": "StoplossGuard",
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"lookback_period": 60,
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"trade_limit": 4
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}
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],
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"exchange": {
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"name": "bittrex",
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"sandbox": false,
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36
docs/includes/protections.md
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36
docs/includes/protections.md
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@ -0,0 +1,36 @@
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## Protections
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Protections will protect your strategy from unexpected events and market conditions.
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### Available Protection Handlers
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* [`StoplossGuard`](#stoploss-guard) (default, if not configured differently)
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#### Stoploss Guard
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`StoplossGuard` selects all trades within a `lookback_period` (in minutes), and determines if the amount of trades that resulted in stoploss are above `trade_limit` - in which case it will stop trading until this condition is no longer true.
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```json
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"protections": [{
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"method": "StoplossGuard",
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"lookback_period": 60,
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"trade_limit": 4
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}],
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```
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!!! Note
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`StoplossGuard` considers all trades with the results `"stop_loss"` and `"trailing_stop_loss"` if the result was negative.
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### Full example of Protections
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The below example stops trading if more than 4 stoploss occur within a 1 hour (60 minute) limit.
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```json
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"protections": [
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{
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"method": "StoplossGuard",
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"lookback_period": 60,
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"trade_limit": 4
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}
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],
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```
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@ -14,8 +14,7 @@ logger = logging.getLogger(__name__)
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class ProtectionManager():
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def __init__(self, exchange, config: dict) -> None:
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self._exchange = exchange
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def __init__(self, config: dict) -> None:
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self._config = config
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self._protection_handlers: List[IProtection] = []
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@ -26,8 +25,6 @@ class ProtectionManager():
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continue
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protection_handler = ProtectionResolver.load_protection(
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protection_handler_config['method'],
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exchange=exchange,
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protectionmanager=self,
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config=config,
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protection_config=protection_handler_config,
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)
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@ -1,6 +1,7 @@
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import logging
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from abc import ABC, abstractmethod
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from datetime import datetime
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from typing import Any, Dict
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@ -9,8 +10,9 @@ logger = logging.getLogger(__name__)
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class IProtection(ABC):
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def __init__(self, config: Dict[str, Any]) -> None:
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def __init__(self, config: Dict[str, Any], protection_config: Dict[str, Any]) -> None:
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self._config = config
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self._protection_config = protection_config
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@property
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def name(self) -> str:
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@ -22,3 +24,10 @@ class IProtection(ABC):
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Short method description - used for startup-messages
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-> Please overwrite in subclasses
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"""
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@abstractmethod
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def stop_trade_enters_global(self, date_now: datetime) -> bool:
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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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"""
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55
freqtrade/plugins/protections/stoploss_guard.py
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55
freqtrade/plugins/protections/stoploss_guard.py
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@ -0,0 +1,55 @@
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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 sqlalchemy import or_, and_
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from freqtrade.persistence import Trade
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from freqtrade.plugins.protections import IProtection
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from freqtrade.strategy.interface import SellType
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logger = logging.getLogger(__name__)
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class StoplossGuard(IProtection):
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def __init__(self, config: Dict[str, Any], protection_config: Dict[str, Any]) -> None:
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super().__init__(config, protection_config)
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self._lookback_period = protection_config.get('lookback_period', 60)
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self._trade_limit = protection_config.get('trade_limit', 10)
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def short_desc(self) -> str:
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"""
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Short method description - used for startup-messages
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"""
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return f"{self.name} - Frequent Stoploss Guard"
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def _stoploss_guard(self, date_now: datetime, pair: str = None) -> bool:
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"""
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Evaluate recent trades
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"""
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look_back_until = date_now - timedelta(minutes=self._lookback_period)
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filters = [
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Trade.is_open.is_(False),
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Trade.close_date > look_back_until,
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or_(Trade.sell_reason == SellType.STOP_LOSS.value,
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and_(Trade.sell_reason == SellType.TRAILING_STOP_LOSS.value,
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Trade.close_profit < 0))
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]
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if pair:
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filters.append(Trade.pair == pair)
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trades = Trade.get_trades(filters).all()
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if len(trades) > self.trade_limit:
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return True
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return False
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def stop_trade_enters_global(self, date_now: datetime) -> bool:
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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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"""
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return self._stoploss_guard(date_now, pair=None)
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@ -24,21 +24,16 @@ class ProtectionResolver(IResolver):
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initial_search_path = Path(__file__).parent.parent.joinpath('plugins/protections').resolve()
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@staticmethod
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def load_protection(protection_name: str, exchange, protectionmanager,
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config: Dict, protection_config: Dict) -> IProtection:
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def load_protection(protection_name: str, config: Dict, protection_config: Dict) -> IProtection:
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"""
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Load the protection with protection_name
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:param protection_name: Classname of the pairlist
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:param exchange: Initialized exchange class
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:param protectionmanager: Initialized protection manager
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:param config: configuration dictionary
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:param protection_config: Configuration dedicated to this pairlist
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:return: initialized Protection class
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"""
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return ProtectionResolver.load_object(protection_name, config,
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kwargs={'exchange': exchange,
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'pairlistmanager': protectionmanager,
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'config': config,
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'pairlistconfig': protection_config,
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kwargs={'config': config,
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'protection_config': protection_config,
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},
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)
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