#!/usr/bin/env python3 """ 在容器内调用API执行回测 """ import json import requests # 策略代码 - 关羽的单票止损策略 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 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)" parameters = ["fast_window", "slow_window", "stop_loss_pct"] variables = ["fast_ma", "slow_ma", "cost_price", "in_position"] def __init__(self, cta_engine, strategy_name, vt_symbol, setting): super().__init__(cta_engine, strategy_name, vt_symbol, setting) self.bg = BarGenerator(self.on_bar) self.am = ArrayManager(max(self.slow_window + 10, 100)) self.fast_ma = 0.0 self.slow_ma = 0.0 self.cost_price = 0.0 self.in_position = False def on_init(self): 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): self.put_event() def on_stop(self): self.put_event() def on_bar(self, bar): self.am.update_bar(bar) if not self.am.inited: return self.fast_ma = self.am.sma(self.fast_window) self.slow_ma = self.am.sma(self.slow_window) 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: 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%}") have_signal = False if have_signal: if not self.in_position: if self.fast_ma > self.slow_ma: self.buy(bar.close_price, 1) 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: 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): self.put_event() def on_order(self, order): self.put_event() def on_stop_order(self, stop_order): self.put_event() ''' # 请求数据 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' } # 发送请求 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))