Implement first stop method
This commit is contained in:
parent
a0bd2ce837
commit
3447f1ae53
@ -75,6 +75,13 @@
|
|||||||
"refresh_period": 1440
|
"refresh_period": 1440
|
||||||
}
|
}
|
||||||
],
|
],
|
||||||
|
"protections": [
|
||||||
|
{
|
||||||
|
"method": "StoplossGuard",
|
||||||
|
"lookback_period": 60,
|
||||||
|
"trade_limit": 4
|
||||||
|
}
|
||||||
|
],
|
||||||
"exchange": {
|
"exchange": {
|
||||||
"name": "bittrex",
|
"name": "bittrex",
|
||||||
"sandbox": false,
|
"sandbox": false,
|
||||||
|
36
docs/includes/protections.md
Normal file
36
docs/includes/protections.md
Normal file
@ -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
|
||||||
|
}
|
||||||
|
],
|
||||||
|
```
|
@ -14,8 +14,7 @@ logger = logging.getLogger(__name__)
|
|||||||
|
|
||||||
class ProtectionManager():
|
class ProtectionManager():
|
||||||
|
|
||||||
def __init__(self, exchange, config: dict) -> None:
|
def __init__(self, config: dict) -> None:
|
||||||
self._exchange = exchange
|
|
||||||
self._config = config
|
self._config = config
|
||||||
|
|
||||||
self._protection_handlers: List[IProtection] = []
|
self._protection_handlers: List[IProtection] = []
|
||||||
@ -26,8 +25,6 @@ class ProtectionManager():
|
|||||||
continue
|
continue
|
||||||
protection_handler = ProtectionResolver.load_protection(
|
protection_handler = ProtectionResolver.load_protection(
|
||||||
protection_handler_config['method'],
|
protection_handler_config['method'],
|
||||||
exchange=exchange,
|
|
||||||
protectionmanager=self,
|
|
||||||
config=config,
|
config=config,
|
||||||
protection_config=protection_handler_config,
|
protection_config=protection_handler_config,
|
||||||
)
|
)
|
||||||
|
@ -1,6 +1,7 @@
|
|||||||
|
|
||||||
import logging
|
import logging
|
||||||
from abc import ABC, abstractmethod
|
from abc import ABC, abstractmethod
|
||||||
|
from datetime import datetime
|
||||||
from typing import Any, Dict
|
from typing import Any, Dict
|
||||||
|
|
||||||
|
|
||||||
@ -9,8 +10,9 @@ logger = logging.getLogger(__name__)
|
|||||||
|
|
||||||
class IProtection(ABC):
|
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._config = config
|
||||||
|
self._protection_config = protection_config
|
||||||
|
|
||||||
@property
|
@property
|
||||||
def name(self) -> str:
|
def name(self) -> str:
|
||||||
@ -22,3 +24,10 @@ class IProtection(ABC):
|
|||||||
Short method description - used for startup-messages
|
Short method description - used for startup-messages
|
||||||
-> Please overwrite in subclasses
|
-> 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".
|
||||||
|
"""
|
||||||
|
55
freqtrade/plugins/protections/stoploss_guard.py
Normal file
55
freqtrade/plugins/protections/stoploss_guard.py
Normal file
@ -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)
|
@ -24,21 +24,16 @@ class ProtectionResolver(IResolver):
|
|||||||
initial_search_path = Path(__file__).parent.parent.joinpath('plugins/protections').resolve()
|
initial_search_path = Path(__file__).parent.parent.joinpath('plugins/protections').resolve()
|
||||||
|
|
||||||
@staticmethod
|
@staticmethod
|
||||||
def load_protection(protection_name: str, exchange, protectionmanager,
|
def load_protection(protection_name: str, config: Dict, protection_config: Dict) -> IProtection:
|
||||||
config: Dict, protection_config: Dict) -> IProtection:
|
|
||||||
"""
|
"""
|
||||||
Load the protection with protection_name
|
Load the protection with protection_name
|
||||||
:param protection_name: Classname of the pairlist
|
:param protection_name: Classname of the pairlist
|
||||||
:param exchange: Initialized exchange class
|
|
||||||
:param protectionmanager: Initialized protection manager
|
|
||||||
:param config: configuration dictionary
|
:param config: configuration dictionary
|
||||||
:param protection_config: Configuration dedicated to this pairlist
|
:param protection_config: Configuration dedicated to this pairlist
|
||||||
:return: initialized Protection class
|
:return: initialized Protection class
|
||||||
"""
|
"""
|
||||||
return ProtectionResolver.load_object(protection_name, config,
|
return ProtectionResolver.load_object(protection_name, config,
|
||||||
kwargs={'exchange': exchange,
|
kwargs={'config': config,
|
||||||
'pairlistmanager': protectionmanager,
|
'protection_config': protection_config,
|
||||||
'config': config,
|
|
||||||
'pairlistconfig': protection_config,
|
|
||||||
},
|
},
|
||||||
)
|
)
|
||||||
|
Loading…
Reference in New Issue
Block a user