added trailing stop loss
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33293d5cdd
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@ -139,6 +139,19 @@ def min_roi_reached(trade: Trade, current_rate: float, current_time: datetime) -
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logger.debug('Stop loss hit.')
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return True
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# Check if profit is positive, time matches and current rate is below trailing stop loss
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if current_profit > 0:
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logger.info('Check trailing stop loss...')
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time_diff = (current_time - trade.open_date).total_seconds() / 60
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for duration, threshold in sorted(_CONF['trailing_stoploss'].items()):
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if time_diff > float(duration):
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print(current_profit, current_rate, trade.stat_max_rate)
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percentage_change = ((current_rate - trade.stat_max_rate) / trade.stat_max_rate)
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logger.info('Check trailing stop loss. %s < %s' % (percentage_change, -threshold))
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if percentage_change < -threshold:
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logger.info('Trailing stop loss hit: %s, %s : %s < %s' % (duration, threshold, percentage_change, -threshold))
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return True
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# Check if time matches and current rate is above threshold
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time_diff = (current_time - trade.open_date).total_seconds() / 60
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for duration, threshold in sorted(_CONF['minimal_roi'].items()):
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@ -160,6 +173,9 @@ def handle_trade(trade: Trade) -> bool:
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logger.debug('Handling %s ...', trade)
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current_rate = exchange.get_ticker(trade.pair)['bid']
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# Update statistic values for trailing stoploss
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trade.update_stats(current_rate)
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# Check if minimal roi has been reached
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if not min_roi_reached(trade, current_rate, datetime.utcnow()):
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return False
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@ -216,6 +216,13 @@ CONF_SCHEMA = {
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},
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'minProperties': 1
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},
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'trailing_stoploss': {
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'type': 'object',
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'patternProperties': {
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'^[0-9.]+$': {'type': 'number'}
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},
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'minProperties': 0
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},
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'stoploss': {'type': 'number', 'maximum': 0, 'exclusiveMaximum': True},
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'bid_strategy': {
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'type': 'object',
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@ -71,6 +71,10 @@ class Trade(_DECL_BASE):
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open_date = Column(DateTime, nullable=False, default=datetime.utcnow)
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close_date = Column(DateTime)
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open_order_id = Column(String)
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stat_min_rate = Column(Float)
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stat_min_rate_date = Column(DateTime)
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stat_max_rate = Column(Float)
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stat_max_rate_date = Column(DateTime)
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def __repr__(self):
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return 'Trade(id={}, pair={}, amount={:.8f}, open_rate={:.8f}, open_since={})'.format(
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@ -78,9 +82,32 @@ class Trade(_DECL_BASE):
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self.pair,
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self.amount,
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self.open_rate,
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arrow.get(self.open_date).humanize() if self.is_open else 'closed'
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arrow.get(self.open_date).humanize() if self.is_open else 'closed',
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self.stat_min_rate,
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self.stat_max_rate,
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)
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def update_stats(self, current_rate: Dict) -> None:
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"""
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Updates this entity statistics with current rates.
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:param current_rate: current rate retrieved by exchange.get_ticker()
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:return: None
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"""
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logger.info('Updating statistics for trade (id=%d) ...', self.id)
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need_update = False
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if not self.stat_min_rate or current_rate < self.stat_min_rate:
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logger.info('Update stat_min_rate. %s -> %s' % (self.stat_min_rate, current_rate))
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self.stat_min_rate = current_rate
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self.stat_min_rate_date = datetime.utcnow()
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need_update = True
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if not self.stat_max_rate or current_rate > self.stat_max_rate:
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logger.info('Update stat_max_rate. %s -> %s' % (self.stat_max_rate, current_rate))
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self.stat_max_rate = current_rate
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self.stat_max_rate_date = datetime.utcnow()
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need_update = True
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if need_update:
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Trade.session.flush()
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def update(self, order: Dict) -> None:
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"""
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Updates this entity with amount and actual open/close rates.
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