from vnpy_ctastrategy import ( CtaTemplate, StopOrder, TickData, BarData, TradeData, OrderData, BarGenerator, ArrayManager, ) class KingKeltnerStrategy(CtaTemplate): """""" author = "用Python的交易员" kk_length: int = 11 kk_dev: float = 1.6 trailing_percent: float = 0.8 fixed_size: int = 1 kk_up: float = 0 kk_down: float = 0 intra_trade_high: float = 0 intra_trade_low: float = 0 parameters = ["kk_length", "kk_dev", "trailing_percent", "fixed_size"] variables = ["kk_up", "kk_down"] def on_init(self) -> None: """ Callback when strategy is inited. """ self.write_log("策略初始化") self.bg: BarGenerator = BarGenerator(self.on_bar, 5, self.on_5min_bar) self.am: ArrayManager = ArrayManager() self.long_vt_orderids: list[str] = [] self.short_vt_orderids: list[str] = [] self.vt_orderids: list[str] = [] self.load_bar(10) def on_start(self) -> None: """ Callback when strategy is started. """ self.write_log("策略启动") def on_stop(self) -> None: """ Callback when strategy is stopped. """ self.write_log("策略停止") def on_tick(self, tick: TickData) -> None: """ Callback of new tick data update. """ self.bg.update_tick(tick) def on_bar(self, bar: BarData) -> None: """ Callback of new bar data update. """ self.bg.update_bar(bar) def on_5min_bar(self, bar: BarData) -> None: """""" for orderid in self.vt_orderids: self.cancel_order(orderid) self.vt_orderids.clear() am: ArrayManager = self.am am.update_bar(bar) if not am.inited: return self.kk_up, self.kk_down = am.keltner(self.kk_length, self.kk_dev) if self.pos == 0: self.intra_trade_high = bar.high_price self.intra_trade_low = bar.low_price self.send_oco_order(self.kk_up, self.kk_down, self.fixed_size) elif self.pos > 0: self.intra_trade_high = max(self.intra_trade_high, bar.high_price) self.intra_trade_low = bar.low_price sell_orderids: list[str] = self.sell( self.intra_trade_high * (1 - self.trailing_percent / 100), abs(self.pos), True ) self.vt_orderids.extend(sell_orderids) elif self.pos < 0: self.intra_trade_high = bar.high_price self.intra_trade_low = min(self.intra_trade_low, bar.low_price) cover_orderids: list[str] = self.cover( self.intra_trade_low * (1 + self.trailing_percent / 100), abs(self.pos), True ) self.vt_orderids.extend(cover_orderids) self.put_event() def on_order(self, order: OrderData) -> None: """ Callback of new order data update. """ pass def on_trade(self, trade: TradeData) -> None: """ Callback of new trade data update. """ if self.pos != 0: if self.pos > 0: for short_orderid in self.short_vt_orderids: self.cancel_order(short_orderid) elif self.pos < 0: for buy_orderid in self.long_vt_orderids: self.cancel_order(buy_orderid) for orderid in (self.long_vt_orderids + self.short_vt_orderids): if orderid in self.vt_orderids: self.vt_orderids.remove(orderid) self.put_event() def send_oco_order(self, buy_price: float, short_price: float, volume: float) -> None: """""" self.long_vt_orderids = self.buy(buy_price, volume, True) self.short_vt_orderids = self.short(short_price, volume, True) self.vt_orderids.extend(self.long_vt_orderids) self.vt_orderids.extend(self.short_vt_orderids) def on_stop_order(self, stop_order: StopOrder) -> None: """ Callback of stop order update. """ pass