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Add LowProfitPairs only_per_side option
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@ -96,6 +96,8 @@ def protections(self):
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`LowProfitPairs` uses all trades for a pair within `lookback_period` in minutes (or in candles when using `lookback_period_candles`) to determine the overall profit ratio.
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If that ratio is below `required_profit`, that pair will be locked for `stop_duration` in minutes (or in candles when using `stop_duration_candles`).
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For futures bots, setting `only_per_side` will make the bot only consider one side, and will then only lock this one side, allowing for example shorts to continue after a series of long losses.
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The below example will stop trading a pair for 60 minutes if the pair does not have a required profit of 2% (and a minimum of 2 trades) within the last 6 candles.
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``` python
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@ -107,7 +109,8 @@ def protections(self):
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"lookback_period_candles": 6,
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"trade_limit": 2,
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"stop_duration": 60,
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"required_profit": 0.02
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"required_profit": 0.02,
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"only_per_pair": False,
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}
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]
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```
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@ -21,6 +21,7 @@ class LowProfitPairs(IProtection):
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self._trade_limit = protection_config.get('trade_limit', 1)
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self._required_profit = protection_config.get('required_profit', 0.0)
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self._only_per_side = protection_config.get('only_per_side', False)
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def short_desc(self) -> str:
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"""
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@ -36,7 +37,8 @@ class LowProfitPairs(IProtection):
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return (f'{profit} < {self._required_profit} in {self.lookback_period_str}, '
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f'locking for {self.stop_duration_str}.')
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def _low_profit(self, date_now: datetime, pair: str) -> Optional[ProtectionReturn]:
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def _low_profit(
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self, date_now: datetime, pair: str, side: LongShort) -> Optional[ProtectionReturn]:
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"""
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Evaluate recent trades for pair
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"""
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@ -54,7 +56,10 @@ class LowProfitPairs(IProtection):
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# Not enough trades in the relevant period
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return None
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profit = sum(trade.close_profit for trade in trades if trade.close_profit)
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profit = sum(
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trade.close_profit for trade in trades if trade.close_profit
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and (not self._only_per_side or trade.trade_direction == side)
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)
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if profit < self._required_profit:
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self.log_once(
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f"Trading for {pair} stopped due to {profit:.2f} < {self._required_profit} "
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@ -65,6 +70,7 @@ class LowProfitPairs(IProtection):
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lock=True,
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until=until,
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reason=self._reason(profit),
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lock_side=(side if self._only_per_side else '*')
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)
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return None
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@ -86,4 +92,4 @@ class LowProfitPairs(IProtection):
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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 self._low_profit(date_now, pair=pair)
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return self._low_profit(date_now, pair=pair, side=side)
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@ -38,8 +38,8 @@ class StoplossGuard(IProtection):
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return (f'{self._trade_limit} stoplosses in {self._lookback_period} min, '
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f'locking for {self._stop_duration} min.')
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def _stoploss_guard(
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self, date_now: datetime, pair: Optional[str], side: str) -> Optional[ProtectionReturn]:
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def _stoploss_guard(self, date_now: datetime, pair: Optional[str],
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side: LongShort) -> Optional[ProtectionReturn]:
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"""
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Evaluate recent trades
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"""
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@ -250,14 +250,16 @@ def test_CooldownPeriod(mocker, default_conf, fee, caplog):
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assert not PairLocks.is_global_lock()
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@pytest.mark.parametrize('only_per_side', [False, True])
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@pytest.mark.usefixtures("init_persistence")
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def test_LowProfitPairs(mocker, default_conf, fee, caplog):
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def test_LowProfitPairs(mocker, default_conf, fee, caplog, only_per_side):
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default_conf['protections'] = [{
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"method": "LowProfitPairs",
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"lookback_period": 400,
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"stop_duration": 60,
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"trade_limit": 2,
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"required_profit": 0.0,
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"only_per_side": only_per_side,
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}]
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freqtrade = get_patched_freqtradebot(mocker, default_conf)
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message = r"Trading stopped due to .*"
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@ -292,10 +294,11 @@ def test_LowProfitPairs(mocker, default_conf, fee, caplog):
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# Add positive trade
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Trade.query.session.add(generate_mock_trade(
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'XRP/BTC', fee.return_value, False, exit_reason=ExitType.ROI.value,
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min_ago_open=20, min_ago_close=10, profit_rate=1.15,
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min_ago_open=20, min_ago_close=10, profit_rate=1.15, is_short=True
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))
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assert not freqtrade.protections.stop_per_pair('XRP/BTC')
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assert not PairLocks.is_pair_locked('XRP/BTC')
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assert freqtrade.protections.stop_per_pair('XRP/BTC') != only_per_side
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assert not PairLocks.is_pair_locked('XRP/BTC', side='*')
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assert PairLocks.is_pair_locked('XRP/BTC', side='long') == only_per_side
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Trade.query.session.add(generate_mock_trade(
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'XRP/BTC', fee.return_value, False, exit_reason=ExitType.STOP_LOSS.value,
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@ -303,9 +306,10 @@ def test_LowProfitPairs(mocker, default_conf, fee, caplog):
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))
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# Locks due to 2nd trade
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assert not freqtrade.protections.global_stop()
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assert freqtrade.protections.stop_per_pair('XRP/BTC')
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assert PairLocks.is_pair_locked('XRP/BTC')
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assert freqtrade.protections.global_stop() != only_per_side
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assert freqtrade.protections.stop_per_pair('XRP/BTC') != only_per_side
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assert PairLocks.is_pair_locked('XRP/BTC', side='long')
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assert PairLocks.is_pair_locked('XRP/BTC', side='*') != only_per_side
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assert not PairLocks.is_global_lock()
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