import numpy as np from vnpy_ctastrategy import ( CtaTemplate, StopOrder, TickData, BarData, TradeData, OrderData, BarGenerator, ArrayManager, ) class DoubleMaStrategy(CtaTemplate): """""" author = "用Python的交易员" fast_window: int = 10 slow_window: int = 20 fast_ma0: float = 0.0 fast_ma1: float = 0.0 slow_ma0: float = 0.0 slow_ma1: float = 0.0 parameters = ["fast_window", "slow_window"] variables = ["fast_ma0", "fast_ma1", "slow_ma0", "slow_ma1"] 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) self.am: ArrayManager = ArrayManager() self.load_bar(10) def on_start(self) -> None: """ Callback when strategy is started. """ self.write_log("策略启动") self.put_event() def on_stop(self) -> None: """ Callback when strategy is stopped. """ self.write_log("策略停止") self.put_event() 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.cancel_all() am: ArrayManager = self.am am.update_bar(bar) if not am.inited: return fast_ma: np.ndarray = am.sma(self.fast_window, array=True) self.fast_ma0 = fast_ma[-1] self.fast_ma1 = fast_ma[-2] slow_ma: np.ndarray = am.sma(self.slow_window, array=True) self.slow_ma0 = slow_ma[-1] self.slow_ma1 = slow_ma[-2] cross_over: bool = self.fast_ma0 > self.slow_ma0 and self.fast_ma1 < self.slow_ma1 cross_below: bool = self.fast_ma0 < self.slow_ma0 and self.fast_ma1 > self.slow_ma1 if cross_over: if self.pos == 0: self.buy(bar.close_price, 1) elif self.pos < 0: self.cover(bar.close_price, 1) self.buy(bar.close_price, 1) elif cross_below: if self.pos == 0: self.short(bar.close_price, 1) elif self.pos > 0: self.sell(bar.close_price, 1) self.short(bar.close_price, 1) 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. """ self.put_event() def on_stop_order(self, stop_order: StopOrder) -> None: """ Callback of stop order update. """ pass