Implement first stop method

This commit is contained in:
Matthias 2020-10-14 07:40:44 +02:00
parent a0bd2ce837
commit 3447f1ae53
6 changed files with 112 additions and 13 deletions

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@ -75,6 +75,13 @@
"refresh_period": 1440
}
],
"protections": [
{
"method": "StoplossGuard",
"lookback_period": 60,
"trade_limit": 4
}
],
"exchange": {
"name": "bittrex",
"sandbox": false,

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@ -0,0 +1,36 @@
## Protections
Protections will protect your strategy from unexpected events and market conditions.
### Available Protection Handlers
* [`StoplossGuard`](#stoploss-guard) (default, if not configured differently)
#### Stoploss Guard
`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.
```json
"protections": [{
"method": "StoplossGuard",
"lookback_period": 60,
"trade_limit": 4
}],
```
!!! Note
`StoplossGuard` considers all trades with the results `"stop_loss"` and `"trailing_stop_loss"` if the result was negative.
### Full example of Protections
The below example stops trading if more than 4 stoploss occur within a 1 hour (60 minute) limit.
```json
"protections": [
{
"method": "StoplossGuard",
"lookback_period": 60,
"trade_limit": 4
}
],
```

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@ -14,8 +14,7 @@ logger = logging.getLogger(__name__)
class ProtectionManager():
def __init__(self, exchange, config: dict) -> None:
self._exchange = exchange
def __init__(self, config: dict) -> None:
self._config = config
self._protection_handlers: List[IProtection] = []
@ -26,8 +25,6 @@ class ProtectionManager():
continue
protection_handler = ProtectionResolver.load_protection(
protection_handler_config['method'],
exchange=exchange,
protectionmanager=self,
config=config,
protection_config=protection_handler_config,
)

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@ -1,6 +1,7 @@
import logging
from abc import ABC, abstractmethod
from datetime import datetime
from typing import Any, Dict
@ -9,8 +10,9 @@ logger = logging.getLogger(__name__)
class IProtection(ABC):
def __init__(self, config: Dict[str, Any]) -> None:
def __init__(self, config: Dict[str, Any], protection_config: Dict[str, Any]) -> None:
self._config = config
self._protection_config = protection_config
@property
def name(self) -> str:
@ -22,3 +24,10 @@ class IProtection(ABC):
Short method description - used for startup-messages
-> Please overwrite in subclasses
"""
@abstractmethod
def stop_trade_enters_global(self, date_now: datetime) -> bool:
"""
Stops trading (position entering) for all pairs
This must evaluate to true for the whole period of the "cooldown period".
"""

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@ -0,0 +1,55 @@
import logging
from datetime import datetime, timedelta
from typing import Any, Dict
from sqlalchemy import or_, and_
from freqtrade.persistence import Trade
from freqtrade.plugins.protections import IProtection
from freqtrade.strategy.interface import SellType
logger = logging.getLogger(__name__)
class StoplossGuard(IProtection):
def __init__(self, config: Dict[str, Any], protection_config: Dict[str, Any]) -> None:
super().__init__(config, protection_config)
self._lookback_period = protection_config.get('lookback_period', 60)
self._trade_limit = protection_config.get('trade_limit', 10)
def short_desc(self) -> str:
"""
Short method description - used for startup-messages
"""
return f"{self.name} - Frequent Stoploss Guard"
def _stoploss_guard(self, date_now: datetime, pair: str = None) -> bool:
"""
Evaluate recent trades
"""
look_back_until = date_now - timedelta(minutes=self._lookback_period)
filters = [
Trade.is_open.is_(False),
Trade.close_date > look_back_until,
or_(Trade.sell_reason == SellType.STOP_LOSS.value,
and_(Trade.sell_reason == SellType.TRAILING_STOP_LOSS.value,
Trade.close_profit < 0))
]
if pair:
filters.append(Trade.pair == pair)
trades = Trade.get_trades(filters).all()
if len(trades) > self.trade_limit:
return True
return False
def stop_trade_enters_global(self, date_now: datetime) -> bool:
"""
Stops trading (position entering) for all pairs
This must evaluate to true for the whole period of the "cooldown period".
"""
return self._stoploss_guard(date_now, pair=None)

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@ -24,21 +24,16 @@ class ProtectionResolver(IResolver):
initial_search_path = Path(__file__).parent.parent.joinpath('plugins/protections').resolve()
@staticmethod
def load_protection(protection_name: str, exchange, protectionmanager,
config: Dict, protection_config: Dict) -> IProtection:
def load_protection(protection_name: str, config: Dict, protection_config: Dict) -> IProtection:
"""
Load the protection with protection_name
:param protection_name: Classname of the pairlist
:param exchange: Initialized exchange class
:param protectionmanager: Initialized protection manager
:param config: configuration dictionary
:param protection_config: Configuration dedicated to this pairlist
:return: initialized Protection class
"""
return ProtectionResolver.load_object(protection_name, config,
kwargs={'exchange': exchange,
'pairlistmanager': protectionmanager,
'config': config,
'pairlistconfig': protection_config,
kwargs={'config': config,
'protection_config': protection_config,
},
)