Create king_keltner_strategy.py
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vnpy/app/cta_strategy/strategies/king_keltner_strategy.py
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152
vnpy/app/cta_strategy/strategies/king_keltner_strategy.py
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from vnpy.app.cta_strategy import (
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CtaTemplate,
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StopOrder,
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Direction,
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TickData,
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BarData,
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TradeData,
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OrderData,
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BarGenerator,
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ArrayManager,
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)
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class KingKeltnerStrategy(CtaTemplate):
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""""""
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author = '用Python的交易员'
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kk_length = 11
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kk_dev = 1.6
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trailing_percent = 0.8
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fixed_size = 1
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kk_up = 0
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kk_down = 0
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intra_trade_high = 0
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intra_trade_low = 0
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buy_orderidList = []
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short_orderidList = []
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orderList = []
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parameters = [ 'kk_length', 'kk_dev','fixed_size']
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variables = ['kk_up','kk_down']
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def __init__(self, cta_engine, strategy_name, vt_symbol, setting):
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""""""
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super(KingKeltnerStrategy, self).__init__(
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cta_engine, strategy_name, vt_symbol, setting
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)
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self.bg = BarGenerator(self.on_bar,5 ,self.on_5min_bar)
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self.am = ArrayManager()
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buy_orderidList = []
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short_orderidList = []
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orderList = []
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def on_init(self):
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"""
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Callback when strategy is inited.
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"""
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self.write_log("策略初始化")
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self.load_bar(10)
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def on_start(self):
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"""
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Callback when strategy is started.
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"""
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self.write_log("策略启动")
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def on_stop(self):
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"""
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Callback when strategy is stopped.
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"""
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self.write_log("策略停止")
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def on_tick(self, tick: TickData):
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"""
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Callback of new tick data update.
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"""
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self.bg.update_tick(tick)
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def on_bar(self, bar: BarData):
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"""
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Callback of new bar data update.
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"""
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self.bg.update_bar(bar)
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def on_5min_bar(self, bar:BarData):
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""""""
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for orderid in self.orderList:
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self.cancel_order(orderid)
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self.orderList = []
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am = self.am
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am.update_bar(bar)
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if not am.inited:
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return
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self.kk_up, self.kk_down = am.keltner(self.kk_length, self.kk_dev)
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if self.pos == 0:
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self.intra_trade_high = bar.high_price
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self.intra_trade_low = bar.low_price
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self.send_oco_order(self.kk_up, self.kk_down, self.fixed_size)
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elif self.pos > 0:
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self.intra_trade_high = max(self.intra_trade_high, bar.high_price)
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self.intra_trade_low = bar.low_price
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vt_orderid = self.sell(self.intra_trade_high*(1-self.trailing_percent/100),
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abs(self.pos), True)
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self.orderList.append(vt_orderid)
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elif self.pos < 0:
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self.intra_trade_high = bar.high_price
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self.intra_trade_low = min(self.intra_trade_low, bar.low_price)
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vt_orderid = self.cover(self.intra_trade_low*(1+self.trailing_percent/100),
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abs(self.pos), True)
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self.orderList.append(vt_orderid)
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self.put_event()
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def on_order(self, order: OrderData):
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"""
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Callback of new order data update.
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"""
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pass
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def on_trade(self, trade: TradeData):
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"""
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Callback of new trade data update.
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"""
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if self.pos != 0:
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if self.pos > 0:
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for short_orderid in self.short_orderidList:
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self.cancel_order(short_orderid)
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elif self.pos < 0:
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for buy_orderid in self.buy_orderidList:
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self.cancel_order(buy_orderid)
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for orderid in (self.buy_orderidList + self.short_orderidList):
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if orderid in self.orderList:
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self.orderList.remove(orderid)
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self.put_event()
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def send_oco_order(self, buy_price, short_price, volume):
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""""""
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self.buy_orderidList = self.buy(buy_price, volume, True)
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self.short_orderidList = self.short(short_price, volume, True)
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self.orderList.append(self.buy_orderidList)
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self.orderList.append(self.short_orderidList)
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def on_stop_order(self, stop_order: StopOrder):
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"""
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Callback of stop order update.
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"""
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pass
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