170 lines
5.2 KiB
Python
170 lines
5.2 KiB
Python
#!/usr/bin/env python3
|
|
"""
|
|
关羽完整策略回测请求 - 在容器内执行
|
|
"""
|
|
|
|
import json
|
|
from urllib.request import Request, urlopen
|
|
from urllib.error import URLError
|
|
|
|
# 关羽完整策略代码
|
|
strategy_code = '''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()
|
|
'''
|
|
|
|
# 请求数据 - 关羽完整参数
|
|
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
|
|
try:
|
|
url = 'http://127.0.0.1:8088/api/backtest/run'
|
|
data = json.dumps(request_data).encode('utf-8')
|
|
|
|
req = Request(url, data=data, method='POST')
|
|
req.add_header('Content-Type', 'application/json')
|
|
|
|
print("🔄 发送关羽完整策略回测请求 (5年区间)...")
|
|
print(" 标的: 510300.SSE")
|
|
print(" 区间: 2021-01-01 ~ 2026-03-01")
|
|
print(" 止损: 15%")
|
|
print(" 等待响应... 可能需要几分钟")
|
|
|
|
with urlopen(req, timeout=300) as f:
|
|
response = f.read().decode('utf-8')
|
|
print("\n" + "="*70)
|
|
print("回测结果:")
|
|
print("="*70)
|
|
print(response)
|
|
print("="*70)
|
|
|
|
except URLError as e:
|
|
print(f"❌ 请求失败: {e}")
|
|
except Exception as e:
|
|
print(f"❌ 错误: {e}")
|
|
import traceback
|
|
traceback.print_exc()
|