#!/usr/bin/env python3 """ 在容器内调用API执行回测 """ import json import requests # 读取策略代码 strategy_code = """ """单票固定比例止损策略 - vnpy CTA回测 策略逻辑: - 标的:沪深300ETF (510300.SSE) - 简单均线趋势跟踪:金叉开多,死叉平多 - 开多后,如果价格从开仓价下跌超过X%,立即止损平仓 - 测试不同止损比例对策略绩效的影响 回测目标:验证不同止损比例对胜率、盈亏比、最大回撤的影响 """ from vnpy_ctastrategy import ( CtaTemplate, StopOrder, TickData, BarData, TradeData, OrderData, BarGenerator, ArrayManager, ) from vnpy.trader.constant import Direction, Offset class SingleStockStopLossStrategy(CtaTemplate): """单票固定比例止损策略 - 均线趋势跟踪+固定比例止损""" author = "关羽 (云长)" # 策略参数 fast_window = 5 # 短期均线窗口 slow_window = 20 # 长期均线窗口 stop_loss_pct = 0.15 # 止损比例,亏损超过这个比例止损 # 参数列表 parameters = ["fast_window", "slow_window", "stop_loss_pct"] # 变量列表 variables = ["fast_ma", "slow_ma", "cost_price", "in_position"] def __init__(self, cta_engine, strategy_name, vt_symbol, setting): """初始化""" super().__init__(cta_engine, strategy_name, vt_symbol, setting) self.bg = BarGenerator(self.on_bar) self.am = ArrayManager(max(self.slow_window + 10, 100)) # 均线数值 self.fast_ma = 0.0 self.slow_ma = 0.0 # 开仓成本 self.cost_price = 0.0 # 是否持仓 self.in_position = False def on_init(self): """初始化策略""" self.write_log(f"策略初始化,fast={self.fast_window}, slow={self.slow_window}, stop_loss={self.stop_loss_pct:.1%}") self.put_event() def on_start(self): """启动策略""" self.put_event() def on_stop(self): """停止策略""" self.put_event() def on_bar(self, bar): """K线更新""" self.am.update_bar(bar) if not self.am.inited: return # 计算均线 self.fast_ma = self.am.sma(self.fast_window) self.slow_ma = self.am.sma(self.slow_window) # 检查止损(只有持仓时才检查) have_signal = True if self.in_position and self.cost_price > 0: current_drawdown = (bar.close_price - self.cost_price) / self.cost_price if current_drawdown <= -self.stop_loss_pct: # 触发止损,全部平仓 if self.pos > 0: self.sell(bar.close_price, self.pos) self.in_position = False self.write_log(f"🔴 触发止损:成本{self.cost_price:.2f},当前{bar.close_price:.2f},回撤{current_drawdown:.1%},止损卖出") have_signal = False # 如果没有触发止损,继续处理信号 if have_signal: # 均线金叉死叉信号 if not self.in_position: # 金叉:短期上穿长期,开多 if self.fast_ma > self.slow_ma: self.buy(bar.close_price, 1) # 1手 self.cost_price = bar.close_price self.in_position = True self.write_log(f"🟢 金叉开多:价格{bar.close_price:.2f},均线fast{self.fast_ma:.2f} slow{self.slow_ma:.2f}") else: # 死叉:短期下穿长期,平多 if self.fast_ma < self.slow_ma: if self.pos > 0: self.sell(bar.close_price, self.pos) self.in_position = False self.write_log(f"🔵 死叉平仓:价格{bar.close_price:.2f},均线fast{self.fast_ma:.2f} slow{self.slow_ma:.2f}") self.put_event() def on_trade(self, trade): """交易成交回调""" self.put_event() def on_order(self, order): """订单回调""" self.put_event() def on_stop_order(self, stop_order): """停止单回调""" self.put_event() """ request_data = { 'strategy_code': strategy_code, 'symbol': '510300.SSE', 'interval': '1d', 'start': 1609459200, 'end': 1772515200, 'capital': 1000000, 'rate': 3e-5, 'slippage': 0.002, 'size': 10000, 'pricetick': 0.001, 'data_source': 'sqlite' } response = requests.post('http://127.0.0.1:8088/api/backtest/run', json=request_data, timeout=300) print(json.dumps(response.json(), indent=2, ensure_ascii=False))