{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "initial_id",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-06-26T14:14:16.325887Z",
     "start_time": "2025-06-26T14:14:15.311071Z"
    },
    "collapsed": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "The autoreload extension is already loaded. To reload it, use:\n",
      "  %reload_ext autoreload\n",
      "初始化数据管理器...\n",
      "数据加载成功: /mnt/d/PyProject/NewQuant/data/data/KQ_m@CZCE_MA/KQ_m@CZCE_MA_min60.csv\n",
      "数据范围从 2021-12-31 14:00:00 到 2025-06-20 21:00:00\n",
      "总计 5811 条记录。\n",
      "\n",
      "初始化回测引擎...\n",
      "模拟器初始化：初始资金=100000.00, 滑点率=0.0, 佣金率=0.0001\n",
      "\n",
      "--- 回测引擎初始化完成 ---\n",
      "  策略: SimpleLimitBuyStrategyLong\n",
      "  初始资金: 100000.00\n",
      "  换月模式: 启用\n",
      "\n",
      "开始运行回测...\n",
      "\n",
      "--- 回测开始 ---\n",
      "SimpleLimitBuyStrategyLong 策略初始化回调被调用。\n",
      "开始将 DataFrame 转换为 Bar 对象流...\n",
      "Bar 对象流生成完毕。\n",
      "\n",
      "--- 回测结束，检查并平仓所有剩余持仓 ---\n",
      "--- 回测结束 ---\n",
      "总计处理了 5042 根K线。\n",
      "总计发生了 268 笔交易。\n",
      "最终总净值: 100321.83\n",
      "总收益率: 0.32%\n",
      "\n",
      "回测运行完毕。\n",
      "\n",
      "--- 结果分析器初始化完成 ---\n",
      "\n",
      "--- 交易明细 ---\n",
      "  2022-01-13 11:00:00 | BUY        | CZCE.MA205 | Vol: 1 | Price: 2609.00 | Comm: 0.26\n",
      "  2022-01-13 22:00:00 | CLOSE_LONG | CZCE.MA205 | Vol: 1 | Price: 2638.00 | Comm: 0.26 | PnL: 29.00\n",
      "  2022-01-28 14:00:00 | BUY        | CZCE.MA205 | Vol: 1 | Price: 2827.00 | Comm: 0.28\n",
      "  2022-02-07 09:00:00 | CLOSE_LONG | CZCE.MA205 | Vol: 1 | Price: 2903.00 | Comm: 0.29 | PnL: 76.00\n",
      "  2022-02-08 21:00:00 | BUY        | CZCE.MA205 | Vol: 1 | Price: 2856.00 | Comm: 0.29\n",
      "  2022-02-08 22:00:00 | CLOSE_LONG | CZCE.MA205 | Vol: 1 | Price: 2877.00 | Comm: 0.29 | PnL: 21.00\n",
      "  2022-02-11 14:00:00 | BUY        | CZCE.MA205 | Vol: 1 | Price: 2710.00 | Comm: 0.27\n",
      "  2022-02-11 21:00:00 | CLOSE_LONG | CZCE.MA205 | Vol: 1 | Price: 2721.00 | Comm: 0.27 | PnL: 11.00\n",
      "  2022-02-22 10:00:00 | BUY        | CZCE.MA205 | Vol: 1 | Price: 2796.00 | Comm: 0.28\n",
      "  2022-02-22 13:00:00 | CLOSE_LONG | CZCE.MA205 | Vol: 1 | Price: 2773.00 | Comm: 0.28 | PnL: -23.00\n",
      "  2022-02-24 14:00:00 | BUY        | CZCE.MA205 | Vol: 1 | Price: 2807.00 | Comm: 0.28\n",
      "  2022-02-24 21:00:00 | CLOSE_LONG | CZCE.MA205 | Vol: 1 | Price: 2858.00 | Comm: 0.29 | PnL: 51.00\n",
      "  2022-02-25 13:00:00 | BUY        | CZCE.MA205 | Vol: 1 | Price: 2764.00 | Comm: 0.28\n",
      "  2022-02-25 14:00:00 | CLOSE_LONG | CZCE.MA205 | Vol: 1 | Price: 2727.00 | Comm: 0.27 | PnL: -37.00\n",
      "  2022-03-03 21:00:00 | BUY        | CZCE.MA205 | Vol: 1 | Price: 3060.00 | Comm: 0.31\n",
      "  2022-03-04 09:00:00 | CLOSE_LONG | CZCE.MA205 | Vol: 1 | Price: 3139.00 | Comm: 0.31 | PnL: 79.00\n",
      "  2022-03-07 21:00:00 | BUY        | CZCE.MA205 | Vol: 1 | Price: 3194.00 | Comm: 0.32\n",
      "  2022-03-07 22:00:00 | CLOSE_LONG | CZCE.MA205 | Vol: 1 | Price: 3223.00 | Comm: 0.32 | PnL: 29.00\n",
      "  2022-03-10 09:00:00 | BUY        | CZCE.MA205 | Vol: 1 | Price: 3020.00 | Comm: 0.30\n",
      "  2022-03-10 10:00:00 | CLOSE_LONG | CZCE.MA205 | Vol: 1 | Price: 3055.00 | Comm: 0.31 | PnL: 35.00\n",
      "  2022-03-31 10:00:00 | BUY        | CZCE.MA205 | Vol: 1 | Price: 2920.00 | Comm: 0.29\n",
      "  2022-03-31 13:00:00 | CLOSE_LONG | CZCE.MA205 | Vol: 1 | Price: 2901.00 | Comm: 0.29 | PnL: -19.00\n",
      "  2022-04-15 10:00:00 | BUY        | CZCE.MA209 | Vol: 1 | Price: 2902.00 | Comm: 0.29\n",
      "  2022-04-15 13:00:00 | CLOSE_LONG | CZCE.MA209 | Vol: 1 | Price: 2888.00 | Comm: 0.29 | PnL: -14.00\n",
      "  2022-04-22 09:00:00 | BUY        | CZCE.MA209 | Vol: 1 | Price: 2894.00 | Comm: 0.29\n",
      "  2022-04-22 11:00:00 | CLOSE_LONG | CZCE.MA209 | Vol: 1 | Price: 2905.00 | Comm: 0.29 | PnL: 11.00\n",
      "  2022-04-22 22:00:00 | BUY        | CZCE.MA209 | Vol: 1 | Price: 2829.00 | Comm: 0.28\n",
      "  2022-04-25 09:00:00 | CLOSE_LONG | CZCE.MA209 | Vol: 1 | Price: 2795.00 | Comm: 0.28 | PnL: -34.00\n",
      "  2022-04-25 13:00:00 | BUY        | CZCE.MA209 | Vol: 1 | Price: 2728.00 | Comm: 0.27\n",
      "  2022-04-25 21:00:00 | CLOSE_LONG | CZCE.MA209 | Vol: 1 | Price: 2695.00 | Comm: 0.27 | PnL: -33.00\n",
      "  2022-04-27 10:00:00 | BUY        | CZCE.MA209 | Vol: 1 | Price: 2694.00 | Comm: 0.27\n",
      "  2022-04-27 13:00:00 | CLOSE_LONG | CZCE.MA209 | Vol: 1 | Price: 2662.00 | Comm: 0.27 | PnL: -32.00\n",
      "  2022-05-06 21:00:00 | BUY        | CZCE.MA209 | Vol: 1 | Price: 2718.00 | Comm: 0.27\n",
      "  2022-05-06 22:00:00 | CLOSE_LONG | CZCE.MA209 | Vol: 1 | Price: 2687.00 | Comm: 0.27 | PnL: -31.00\n",
      "  2022-05-17 22:00:00 | BUY        | CZCE.MA209 | Vol: 1 | Price: 2727.00 | Comm: 0.27\n",
      "  2022-05-18 11:00:00 | CLOSE_LONG | CZCE.MA209 | Vol: 1 | Price: 2713.00 | Comm: 0.27 | PnL: -14.00\n",
      "  2022-06-06 09:00:00 | BUY        | CZCE.MA209 | Vol: 1 | Price: 2851.00 | Comm: 0.29\n",
      "  2022-06-06 10:00:00 | CLOSE_LONG | CZCE.MA209 | Vol: 1 | Price: 2872.00 | Comm: 0.29 | PnL: 21.00\n",
      "  2022-06-06 14:00:00 | BUY        | CZCE.MA209 | Vol: 1 | Price: 2870.00 | Comm: 0.29\n",
      "  2022-06-07 10:00:00 | CLOSE_LONG | CZCE.MA209 | Vol: 1 | Price: 2886.00 | Comm: 0.29 | PnL: 16.00\n",
      "  2022-06-13 22:00:00 | BUY        | CZCE.MA209 | Vol: 1 | Price: 2894.00 | Comm: 0.29\n",
      "  2022-06-14 09:00:00 | CLOSE_LONG | CZCE.MA209 | Vol: 1 | Price: 2912.00 | Comm: 0.29 | PnL: 18.00\n",
      "  2022-06-15 14:00:00 | BUY        | CZCE.MA209 | Vol: 1 | Price: 2882.00 | Comm: 0.29\n",
      "  2022-06-15 21:00:00 | CLOSE_LONG | CZCE.MA209 | Vol: 1 | Price: 2841.00 | Comm: 0.28 | PnL: -41.00\n",
      "  2022-06-24 21:00:00 | BUY        | CZCE.MA209 | Vol: 1 | Price: 2512.00 | Comm: 0.25\n",
      "  2022-06-27 09:00:00 | CLOSE_LONG | CZCE.MA209 | Vol: 1 | Price: 2542.00 | Comm: 0.25 | PnL: 30.00\n",
      "  2022-07-01 09:00:00 | BUY        | CZCE.MA209 | Vol: 1 | Price: 2570.00 | Comm: 0.26\n",
      "  2022-07-01 13:00:00 | CLOSE_LONG | CZCE.MA209 | Vol: 1 | Price: 2557.00 | Comm: 0.26 | PnL: -13.00\n",
      "  2022-07-11 09:00:00 | BUY        | CZCE.MA209 | Vol: 1 | Price: 2442.00 | Comm: 0.24\n",
      "  2022-07-11 14:00:00 | CLOSE_LONG | CZCE.MA209 | Vol: 1 | Price: 2403.00 | Comm: 0.24 | PnL: -39.00\n",
      "  2022-07-14 13:00:00 | BUY        | CZCE.MA209 | Vol: 1 | Price: 2325.00 | Comm: 0.23\n",
      "  2022-07-15 09:00:00 | CLOSE_LONG | CZCE.MA209 | Vol: 1 | Price: 2347.00 | Comm: 0.23 | PnL: 22.00\n",
      "  2022-07-15 14:00:00 | BUY        | CZCE.MA209 | Vol: 1 | Price: 2303.00 | Comm: 0.23\n",
      "  2022-07-15 21:00:00 | CLOSE_LONG | CZCE.MA209 | Vol: 1 | Price: 2324.00 | Comm: 0.23 | PnL: 21.00\n",
      "  2022-08-09 09:00:00 | BUY        | CZCE.MA209 | Vol: 1 | Price: 2494.00 | Comm: 0.25\n",
      "  2022-08-09 21:00:00 | CLOSE_LONG | CZCE.MA209 | Vol: 1 | Price: 2505.00 | Comm: 0.25 | PnL: 11.00\n",
      "  2022-08-18 22:00:00 | BUY        | CZCE.MA301 | Vol: 1 | Price: 2396.00 | Comm: 0.24\n",
      "  2022-08-19 09:00:00 | CLOSE_LONG | CZCE.MA301 | Vol: 1 | Price: 2430.00 | Comm: 0.24 | PnL: 34.00\n",
      "  2022-09-30 09:00:00 | BUY        | CZCE.MA301 | Vol: 1 | Price: 2766.00 | Comm: 0.28\n",
      "  2022-09-30 10:00:00 | CLOSE_LONG | CZCE.MA301 | Vol: 1 | Price: 2754.00 | Comm: 0.28 | PnL: -12.00\n",
      "  2022-10-10 09:00:00 | BUY        | CZCE.MA301 | Vol: 1 | Price: 2871.00 | Comm: 0.29\n",
      "  2022-10-10 10:00:00 | CLOSE_LONG | CZCE.MA301 | Vol: 1 | Price: 2852.00 | Comm: 0.29 | PnL: -19.00\n",
      "  2022-10-11 11:00:00 | BUY        | CZCE.MA301 | Vol: 1 | Price: 2769.00 | Comm: 0.28\n",
      "  2022-10-11 14:00:00 | CLOSE_LONG | CZCE.MA301 | Vol: 1 | Price: 2778.00 | Comm: 0.28 | PnL: 9.00\n",
      "  2022-10-13 11:00:00 | BUY        | CZCE.MA301 | Vol: 1 | Price: 2733.00 | Comm: 0.27\n",
      "  2022-10-13 13:00:00 | CLOSE_LONG | CZCE.MA301 | Vol: 1 | Price: 2745.00 | Comm: 0.27 | PnL: 12.00\n",
      "  2022-10-31 09:00:00 | BUY        | CZCE.MA301 | Vol: 1 | Price: 2509.00 | Comm: 0.25\n",
      "  2022-10-31 10:00:00 | CLOSE_LONG | CZCE.MA301 | Vol: 1 | Price: 2478.00 | Comm: 0.25 | PnL: -31.00\n",
      "  2022-11-09 11:00:00 | BUY        | CZCE.MA301 | Vol: 1 | Price: 2546.00 | Comm: 0.25\n",
      "  2022-11-09 21:00:00 | CLOSE_LONG | CZCE.MA301 | Vol: 1 | Price: 2528.00 | Comm: 0.25 | PnL: -18.00\n",
      "  2022-11-16 22:00:00 | BUY        | CZCE.MA301 | Vol: 1 | Price: 2556.00 | Comm: 0.26\n",
      "  2022-11-17 09:00:00 | CLOSE_LONG | CZCE.MA301 | Vol: 1 | Price: 2539.00 | Comm: 0.25 | PnL: -17.00\n",
      "  2022-11-21 09:00:00 | BUY        | CZCE.MA301 | Vol: 1 | Price: 2570.00 | Comm: 0.26\n",
      "  2022-11-21 10:00:00 | CLOSE_LONG | CZCE.MA301 | Vol: 1 | Price: 2531.00 | Comm: 0.25 | PnL: -39.00\n",
      "  2022-11-23 11:00:00 | BUY        | CZCE.MA301 | Vol: 1 | Price: 2535.00 | Comm: 0.25\n",
      "  2022-11-24 09:00:00 | CLOSE_LONG | CZCE.MA301 | Vol: 1 | Price: 2552.00 | Comm: 0.26 | PnL: 17.00\n",
      "  2022-11-28 09:00:00 | BUY        | CZCE.MA301 | Vol: 1 | Price: 2572.00 | Comm: 0.26\n",
      "  2022-11-28 14:00:00 | CLOSE_LONG | CZCE.MA301 | Vol: 1 | Price: 2550.00 | Comm: 0.26 | PnL: -22.00\n",
      "  2022-11-30 13:00:00 | BUY        | CZCE.MA301 | Vol: 1 | Price: 2595.00 | Comm: 0.26\n",
      "  2022-11-30 14:00:00 | CLOSE_LONG | CZCE.MA301 | Vol: 1 | Price: 2575.00 | Comm: 0.26 | PnL: -20.00\n",
      "  2022-12-01 10:00:00 | BUY        | CZCE.MA301 | Vol: 1 | Price: 2565.00 | Comm: 0.26\n",
      "  2022-12-01 21:00:00 | CLOSE_LONG | CZCE.MA301 | Vol: 1 | Price: 2576.00 | Comm: 0.26 | PnL: 11.00\n",
      "  2022-12-05 13:00:00 | BUY        | CZCE.MA301 | Vol: 1 | Price: 2532.00 | Comm: 0.25\n",
      "  2022-12-05 21:00:00 | CLOSE_LONG | CZCE.MA301 | Vol: 1 | Price: 2541.00 | Comm: 0.25 | PnL: 9.00\n",
      "  2022-12-16 11:00:00 | BUY        | CZCE.MA301 | Vol: 1 | Price: 2535.00 | Comm: 0.25\n",
      "  2022-12-16 14:00:00 | CLOSE_LONG | CZCE.MA301 | Vol: 1 | Price: 2554.00 | Comm: 0.26 | PnL: 19.00\n",
      "  2023-01-03 09:00:00 | BUY        | CZCE.MA305 | Vol: 1 | Price: 2626.00 | Comm: 0.26\n",
      "  2023-01-03 10:00:00 | CLOSE_LONG | CZCE.MA305 | Vol: 1 | Price: 2639.00 | Comm: 0.26 | PnL: 13.00\n",
      "  2023-01-09 11:00:00 | BUY        | CZCE.MA305 | Vol: 1 | Price: 2570.00 | Comm: 0.26\n",
      "  2023-01-09 14:00:00 | CLOSE_LONG | CZCE.MA305 | Vol: 1 | Price: 2581.00 | Comm: 0.26 | PnL: 11.00\n",
      "  2023-01-16 09:00:00 | BUY        | CZCE.MA305 | Vol: 1 | Price: 2615.00 | Comm: 0.26\n",
      "  2023-01-16 14:00:00 | CLOSE_LONG | CZCE.MA305 | Vol: 1 | Price: 2625.00 | Comm: 0.26 | PnL: 10.00\n",
      "  2023-01-30 09:00:00 | BUY        | CZCE.MA305 | Vol: 1 | Price: 2771.00 | Comm: 0.28\n",
      "  2023-01-30 10:00:00 | CLOSE_LONG | CZCE.MA305 | Vol: 1 | Price: 2785.00 | Comm: 0.28 | PnL: 14.00\n",
      "  2023-01-30 11:00:00 | BUY        | CZCE.MA305 | Vol: 1 | Price: 2742.00 | Comm: 0.27\n",
      "  2023-01-30 14:00:00 | CLOSE_LONG | CZCE.MA305 | Vol: 1 | Price: 2753.00 | Comm: 0.28 | PnL: 11.00\n",
      "  2023-02-02 14:00:00 | BUY        | CZCE.MA305 | Vol: 1 | Price: 2690.00 | Comm: 0.27\n",
      "  2023-02-02 22:00:00 | CLOSE_LONG | CZCE.MA305 | Vol: 1 | Price: 2677.00 | Comm: 0.27 | PnL: -13.00\n",
      "  2023-02-07 13:00:00 | BUY        | CZCE.MA305 | Vol: 1 | Price: 2634.00 | Comm: 0.26\n",
      "  2023-02-07 14:00:00 | CLOSE_LONG | CZCE.MA305 | Vol: 1 | Price: 2665.00 | Comm: 0.27 | PnL: 31.00\n",
      "  2023-02-08 11:00:00 | BUY        | CZCE.MA305 | Vol: 1 | Price: 2629.00 | Comm: 0.26\n",
      "  2023-02-08 14:00:00 | CLOSE_LONG | CZCE.MA305 | Vol: 1 | Price: 2644.00 | Comm: 0.26 | PnL: 15.00\n",
      "  2023-02-15 14:00:00 | BUY        | CZCE.MA305 | Vol: 1 | Price: 2545.00 | Comm: 0.25\n",
      "  2023-02-15 22:00:00 | CLOSE_LONG | CZCE.MA305 | Vol: 1 | Price: 2556.00 | Comm: 0.26 | PnL: 11.00\n",
      "  2023-03-08 13:00:00 | BUY        | CZCE.MA305 | Vol: 1 | Price: 2575.00 | Comm: 0.26\n",
      "  2023-03-09 22:00:00 | CLOSE_LONG | CZCE.MA305 | Vol: 1 | Price: 2585.00 | Comm: 0.26 | PnL: 10.00\n",
      "  2023-03-24 09:00:00 | BUY        | CZCE.MA305 | Vol: 1 | Price: 2479.00 | Comm: 0.25\n",
      "  2023-03-24 11:00:00 | CLOSE_LONG | CZCE.MA305 | Vol: 1 | Price: 2504.00 | Comm: 0.25 | PnL: 25.00\n",
      "  2023-03-29 11:00:00 | BUY        | CZCE.MA305 | Vol: 1 | Price: 2463.00 | Comm: 0.25\n",
      "  2023-03-29 21:00:00 | CLOSE_LONG | CZCE.MA305 | Vol: 1 | Price: 2481.00 | Comm: 0.25 | PnL: 18.00\n",
      "  2023-04-03 10:00:00 | BUY        | CZCE.MA305 | Vol: 1 | Price: 2500.00 | Comm: 0.25\n",
      "  2023-04-03 13:00:00 | CLOSE_LONG | CZCE.MA305 | Vol: 1 | Price: 2477.00 | Comm: 0.25 | PnL: -23.00\n",
      "  2023-04-06 09:00:00 | BUY        | CZCE.MA305 | Vol: 1 | Price: 2444.00 | Comm: 0.24\n",
      "  2023-04-06 11:00:00 | CLOSE_LONG | CZCE.MA305 | Vol: 1 | Price: 2462.00 | Comm: 0.25 | PnL: 18.00\n",
      "  2023-04-06 14:00:00 | BUY        | CZCE.MA305 | Vol: 1 | Price: 2424.00 | Comm: 0.24\n",
      "  2023-04-06 22:00:00 | CLOSE_LONG | CZCE.MA305 | Vol: 1 | Price: 2402.00 | Comm: 0.24 | PnL: -22.00\n",
      "  2023-04-10 09:00:00 | BUY        | CZCE.MA305 | Vol: 1 | Price: 2379.00 | Comm: 0.24\n",
      "  2023-04-11 10:00:00 | CLOSE_LONG | CZCE.MA305 | Vol: 1 | Price: 2392.00 | Comm: 0.24 | PnL: 13.00\n",
      "  2023-04-20 13:00:00 | BUY        | CZCE.MA309 | Vol: 1 | Price: 2418.00 | Comm: 0.24\n",
      "  2023-04-20 14:00:00 | CLOSE_LONG | CZCE.MA309 | Vol: 1 | Price: 2435.00 | Comm: 0.24 | PnL: 17.00\n",
      "  2023-04-27 13:00:00 | BUY        | CZCE.MA309 | Vol: 1 | Price: 2363.00 | Comm: 0.24\n",
      "  2023-04-27 21:00:00 | CLOSE_LONG | CZCE.MA309 | Vol: 1 | Price: 2331.00 | Comm: 0.23 | PnL: -32.00\n",
      "  2023-05-10 21:00:00 | BUY        | CZCE.MA309 | Vol: 1 | Price: 2239.00 | Comm: 0.22\n",
      "  2023-05-11 11:00:00 | CLOSE_LONG | CZCE.MA309 | Vol: 1 | Price: 2260.00 | Comm: 0.23 | PnL: 21.00\n",
      "  2023-05-11 14:00:00 | BUY        | CZCE.MA309 | Vol: 1 | Price: 2246.00 | Comm: 0.22\n",
      "  2023-05-12 09:00:00 | CLOSE_LONG | CZCE.MA309 | Vol: 1 | Price: 2257.00 | Comm: 0.23 | PnL: 11.00\n",
      "  2023-05-18 21:00:00 | BUY        | CZCE.MA309 | Vol: 1 | Price: 2198.00 | Comm: 0.22\n",
      "  2023-05-19 09:00:00 | CLOSE_LONG | CZCE.MA309 | Vol: 1 | Price: 2171.00 | Comm: 0.22 | PnL: -27.00\n",
      "  2023-05-22 09:00:00 | BUY        | CZCE.MA309 | Vol: 1 | Price: 2090.00 | Comm: 0.21\n",
      "  2023-05-22 11:00:00 | CLOSE_LONG | CZCE.MA309 | Vol: 1 | Price: 2061.00 | Comm: 0.21 | PnL: -29.00\n",
      "  2023-05-23 14:00:00 | BUY        | CZCE.MA309 | Vol: 1 | Price: 2044.00 | Comm: 0.20\n",
      "  2023-05-23 21:00:00 | CLOSE_LONG | CZCE.MA309 | Vol: 1 | Price: 2061.00 | Comm: 0.21 | PnL: 17.00\n",
      "  2023-06-06 13:00:00 | BUY        | CZCE.MA309 | Vol: 1 | Price: 2048.00 | Comm: 0.20\n",
      "  2023-06-06 21:00:00 | CLOSE_LONG | CZCE.MA309 | Vol: 1 | Price: 2034.00 | Comm: 0.20 | PnL: -14.00\n",
      "  2023-07-26 13:00:00 | BUY        | CZCE.MA309 | Vol: 1 | Price: 2244.00 | Comm: 0.22\n",
      "  2023-07-26 21:00:00 | CLOSE_LONG | CZCE.MA309 | Vol: 1 | Price: 2253.00 | Comm: 0.23 | PnL: 9.00\n",
      "  2023-08-04 21:00:00 | BUY        | CZCE.MA309 | Vol: 1 | Price: 2297.00 | Comm: 0.23\n",
      "  2023-08-07 09:00:00 | CLOSE_LONG | CZCE.MA309 | Vol: 1 | Price: 2319.00 | Comm: 0.23 | PnL: 22.00\n",
      "  2023-08-10 22:00:00 | BUY        | CZCE.MA401 | Vol: 1 | Price: 2426.00 | Comm: 0.24\n",
      "  2023-08-11 09:00:00 | CLOSE_LONG | CZCE.MA401 | Vol: 1 | Price: 2444.00 | Comm: 0.24 | PnL: 18.00\n",
      "  2023-08-14 11:00:00 | BUY        | CZCE.MA401 | Vol: 1 | Price: 2429.00 | Comm: 0.24\n",
      "  2023-08-14 14:00:00 | CLOSE_LONG | CZCE.MA401 | Vol: 1 | Price: 2416.00 | Comm: 0.24 | PnL: -13.00\n",
      "  2023-08-24 14:00:00 | BUY        | CZCE.MA401 | Vol: 1 | Price: 2529.00 | Comm: 0.25\n",
      "  2023-08-24 21:00:00 | CLOSE_LONG | CZCE.MA401 | Vol: 1 | Price: 2516.00 | Comm: 0.25 | PnL: -13.00\n",
      "  2023-09-04 09:00:00 | BUY        | CZCE.MA401 | Vol: 1 | Price: 2584.00 | Comm: 0.26\n",
      "  2023-09-04 21:00:00 | CLOSE_LONG | CZCE.MA401 | Vol: 1 | Price: 2571.00 | Comm: 0.26 | PnL: -13.00\n",
      "  2023-09-07 09:00:00 | BUY        | CZCE.MA401 | Vol: 1 | Price: 2548.00 | Comm: 0.25\n",
      "  2023-09-07 11:00:00 | CLOSE_LONG | CZCE.MA401 | Vol: 1 | Price: 2536.00 | Comm: 0.25 | PnL: -12.00\n",
      "  2023-09-13 11:00:00 | BUY        | CZCE.MA401 | Vol: 1 | Price: 2526.00 | Comm: 0.25\n",
      "  2023-09-14 11:00:00 | CLOSE_LONG | CZCE.MA401 | Vol: 1 | Price: 2535.00 | Comm: 0.25 | PnL: 9.00\n",
      "  2023-09-25 09:00:00 | BUY        | CZCE.MA401 | Vol: 1 | Price: 2498.00 | Comm: 0.25\n",
      "  2023-09-25 21:00:00 | CLOSE_LONG | CZCE.MA401 | Vol: 1 | Price: 2473.00 | Comm: 0.25 | PnL: -25.00\n",
      "  2023-10-16 09:00:00 | BUY        | CZCE.MA401 | Vol: 1 | Price: 2427.00 | Comm: 0.24\n",
      "  2023-10-16 10:00:00 | CLOSE_LONG | CZCE.MA401 | Vol: 1 | Price: 2452.00 | Comm: 0.25 | PnL: 25.00\n",
      "  2023-10-17 13:00:00 | BUY        | CZCE.MA401 | Vol: 1 | Price: 2456.00 | Comm: 0.25\n",
      "  2023-10-17 14:00:00 | CLOSE_LONG | CZCE.MA401 | Vol: 1 | Price: 2442.00 | Comm: 0.24 | PnL: -14.00\n",
      "  2023-10-30 22:00:00 | BUY        | CZCE.MA401 | Vol: 1 | Price: 2442.00 | Comm: 0.24\n",
      "  2023-10-31 11:00:00 | CLOSE_LONG | CZCE.MA401 | Vol: 1 | Price: 2428.00 | Comm: 0.24 | PnL: -14.00\n",
      "  2023-11-01 22:00:00 | BUY        | CZCE.MA401 | Vol: 1 | Price: 2383.00 | Comm: 0.24\n",
      "  2023-11-02 13:00:00 | CLOSE_LONG | CZCE.MA401 | Vol: 1 | Price: 2392.00 | Comm: 0.24 | PnL: 9.00\n",
      "  2023-11-07 14:00:00 | BUY        | CZCE.MA401 | Vol: 1 | Price: 2470.00 | Comm: 0.25\n",
      "  2023-11-08 11:00:00 | CLOSE_LONG | CZCE.MA401 | Vol: 1 | Price: 2485.00 | Comm: 0.25 | PnL: 15.00\n",
      "  2023-11-14 11:00:00 | BUY        | CZCE.MA401 | Vol: 1 | Price: 2457.00 | Comm: 0.25\n",
      "  2023-11-14 22:00:00 | CLOSE_LONG | CZCE.MA401 | Vol: 1 | Price: 2484.00 | Comm: 0.25 | PnL: 27.00\n",
      "  2023-11-16 22:00:00 | BUY        | CZCE.MA401 | Vol: 1 | Price: 2512.00 | Comm: 0.25\n",
      "  2023-11-17 10:00:00 | CLOSE_LONG | CZCE.MA401 | Vol: 1 | Price: 2482.00 | Comm: 0.25 | PnL: -30.00\n",
      "  2023-11-20 22:00:00 | BUY        | CZCE.MA401 | Vol: 1 | Price: 2431.00 | Comm: 0.24\n",
      "  2023-11-21 10:00:00 | CLOSE_LONG | CZCE.MA401 | Vol: 1 | Price: 2440.00 | Comm: 0.24 | PnL: 9.00\n",
      "  2023-11-21 11:00:00 | BUY        | CZCE.MA401 | Vol: 1 | Price: 2415.00 | Comm: 0.24\n",
      "  2023-11-21 14:00:00 | CLOSE_LONG | CZCE.MA401 | Vol: 1 | Price: 2401.00 | Comm: 0.24 | PnL: -14.00\n",
      "  2023-11-22 21:00:00 | BUY        | CZCE.MA401 | Vol: 1 | Price: 2362.00 | Comm: 0.24\n",
      "  2023-11-23 10:00:00 | CLOSE_LONG | CZCE.MA401 | Vol: 1 | Price: 2344.00 | Comm: 0.23 | PnL: -18.00\n",
      "  2023-12-04 09:00:00 | BUY        | CZCE.MA401 | Vol: 1 | Price: 2431.00 | Comm: 0.24\n",
      "  2023-12-04 13:00:00 | CLOSE_LONG | CZCE.MA401 | Vol: 1 | Price: 2443.00 | Comm: 0.24 | PnL: 12.00\n",
      "  2023-12-08 22:00:00 | BUY        | CZCE.MA401 | Vol: 1 | Price: 2442.00 | Comm: 0.24\n",
      "  2023-12-11 09:00:00 | CLOSE_LONG | CZCE.MA401 | Vol: 1 | Price: 2429.00 | Comm: 0.24 | PnL: -13.00\n",
      "  2023-12-13 10:00:00 | BUY        | CZCE.MA405 | Vol: 1 | Price: 2383.00 | Comm: 0.24\n",
      "  2023-12-13 14:00:00 | CLOSE_LONG | CZCE.MA405 | Vol: 1 | Price: 2372.00 | Comm: 0.24 | PnL: -11.00\n",
      "  2023-12-26 22:00:00 | BUY        | CZCE.MA405 | Vol: 1 | Price: 2418.00 | Comm: 0.24\n",
      "  2023-12-27 21:00:00 | CLOSE_LONG | CZCE.MA405 | Vol: 1 | Price: 2428.00 | Comm: 0.24 | PnL: 10.00\n",
      "  2024-01-02 09:00:00 | BUY        | CZCE.MA405 | Vol: 1 | Price: 2402.00 | Comm: 0.24\n",
      "  2024-01-02 10:00:00 | CLOSE_LONG | CZCE.MA405 | Vol: 1 | Price: 2390.00 | Comm: 0.24 | PnL: -12.00\n",
      "  2024-01-09 21:00:00 | BUY        | CZCE.MA405 | Vol: 1 | Price: 2369.00 | Comm: 0.24\n",
      "  2024-01-10 10:00:00 | CLOSE_LONG | CZCE.MA405 | Vol: 1 | Price: 2356.00 | Comm: 0.24 | PnL: -13.00\n",
      "  2024-01-10 11:00:00 | BUY        | CZCE.MA405 | Vol: 1 | Price: 2340.00 | Comm: 0.23\n",
      "  2024-01-10 13:00:00 | CLOSE_LONG | CZCE.MA405 | Vol: 1 | Price: 2316.00 | Comm: 0.23 | PnL: -24.00\n",
      "  2024-01-10 14:00:00 | BUY        | CZCE.MA405 | Vol: 1 | Price: 2298.00 | Comm: 0.23\n",
      "  2024-01-11 09:00:00 | CLOSE_LONG | CZCE.MA405 | Vol: 1 | Price: 2309.00 | Comm: 0.23 | PnL: 11.00\n",
      "  2024-01-31 21:00:00 | BUY        | CZCE.MA405 | Vol: 1 | Price: 2462.00 | Comm: 0.25\n",
      "  2024-02-02 09:00:00 | CLOSE_LONG | CZCE.MA405 | Vol: 1 | Price: 2450.00 | Comm: 0.25 | PnL: -12.00\n",
      "  2024-02-05 21:00:00 | BUY        | CZCE.MA405 | Vol: 1 | Price: 2429.00 | Comm: 0.24\n",
      "  2024-02-06 10:00:00 | CLOSE_LONG | CZCE.MA405 | Vol: 1 | Price: 2439.00 | Comm: 0.24 | PnL: 10.00\n",
      "  2024-02-08 11:00:00 | BUY        | CZCE.MA405 | Vol: 1 | Price: 2510.00 | Comm: 0.25\n",
      "  2024-02-19 09:00:00 | CLOSE_LONG | CZCE.MA405 | Vol: 1 | Price: 2530.00 | Comm: 0.25 | PnL: 20.00\n",
      "  2024-02-19 21:00:00 | BUY        | CZCE.MA405 | Vol: 1 | Price: 2484.00 | Comm: 0.25\n",
      "  2024-02-20 14:00:00 | CLOSE_LONG | CZCE.MA405 | Vol: 1 | Price: 2471.00 | Comm: 0.25 | PnL: -13.00\n",
      "  2024-02-28 13:00:00 | BUY        | CZCE.MA405 | Vol: 1 | Price: 2536.00 | Comm: 0.25\n",
      "  2024-02-28 21:00:00 | CLOSE_LONG | CZCE.MA405 | Vol: 1 | Price: 2525.00 | Comm: 0.25 | PnL: -11.00\n",
      "  2024-03-12 13:00:00 | BUY        | CZCE.MA405 | Vol: 1 | Price: 2511.00 | Comm: 0.25\n",
      "  2024-03-14 10:00:00 | CLOSE_LONG | CZCE.MA405 | Vol: 1 | Price: 2523.00 | Comm: 0.25 | PnL: 12.00\n",
      "  2024-03-15 21:00:00 | BUY        | CZCE.MA405 | Vol: 1 | Price: 2543.00 | Comm: 0.25\n",
      "  2024-03-18 13:00:00 | CLOSE_LONG | CZCE.MA405 | Vol: 1 | Price: 2556.00 | Comm: 0.26 | PnL: 13.00\n",
      "  2024-03-25 14:00:00 | BUY        | CZCE.MA405 | Vol: 1 | Price: 2526.00 | Comm: 0.25\n",
      "  2024-03-26 09:00:00 | CLOSE_LONG | CZCE.MA405 | Vol: 1 | Price: 2536.00 | Comm: 0.25 | PnL: 10.00\n",
      "  2024-03-28 09:00:00 | BUY        | CZCE.MA405 | Vol: 1 | Price: 2450.00 | Comm: 0.25\n",
      "  2024-03-28 11:00:00 | CLOSE_LONG | CZCE.MA405 | Vol: 1 | Price: 2470.00 | Comm: 0.25 | PnL: 20.00\n",
      "  2024-04-02 13:00:00 | BUY        | CZCE.MA405 | Vol: 1 | Price: 2509.00 | Comm: 0.25\n",
      "  2024-04-02 21:00:00 | CLOSE_LONG | CZCE.MA405 | Vol: 1 | Price: 2529.00 | Comm: 0.25 | PnL: 20.00\n",
      "  2024-04-08 21:00:00 | BUY        | CZCE.MA405 | Vol: 1 | Price: 2481.00 | Comm: 0.25\n",
      "  2024-04-10 11:00:00 | CLOSE_LONG | CZCE.MA405 | Vol: 1 | Price: 2493.00 | Comm: 0.25 | PnL: 12.00\n",
      "  2024-04-19 11:00:00 | BUY        | CZCE.MA409 | Vol: 1 | Price: 2583.00 | Comm: 0.26\n",
      "  2024-04-19 14:00:00 | CLOSE_LONG | CZCE.MA409 | Vol: 1 | Price: 2566.00 | Comm: 0.26 | PnL: -17.00\n",
      "  2024-04-25 11:00:00 | BUY        | CZCE.MA409 | Vol: 1 | Price: 2487.00 | Comm: 0.25\n",
      "  2024-04-26 09:00:00 | CLOSE_LONG | CZCE.MA409 | Vol: 1 | Price: 2497.00 | Comm: 0.25 | PnL: 10.00\n",
      "  2024-04-30 13:00:00 | BUY        | CZCE.MA409 | Vol: 1 | Price: 2548.00 | Comm: 0.25\n",
      "  2024-04-30 14:00:00 | CLOSE_LONG | CZCE.MA409 | Vol: 1 | Price: 2557.00 | Comm: 0.26 | PnL: 9.00\n",
      "  2024-05-13 22:00:00 | BUY        | CZCE.MA409 | Vol: 1 | Price: 2619.00 | Comm: 0.26\n",
      "  2024-05-14 09:00:00 | CLOSE_LONG | CZCE.MA409 | Vol: 1 | Price: 2593.00 | Comm: 0.26 | PnL: -26.00\n",
      "  2024-05-15 10:00:00 | BUY        | CZCE.MA409 | Vol: 1 | Price: 2563.00 | Comm: 0.26\n",
      "  2024-05-15 21:00:00 | CLOSE_LONG | CZCE.MA409 | Vol: 1 | Price: 2599.00 | Comm: 0.26 | PnL: 36.00\n",
      "  2024-05-24 14:00:00 | BUY        | CZCE.MA409 | Vol: 1 | Price: 2595.00 | Comm: 0.26\n",
      "  2024-05-27 09:00:00 | CLOSE_LONG | CZCE.MA409 | Vol: 1 | Price: 2614.00 | Comm: 0.26 | PnL: 19.00\n",
      "  2024-06-12 21:00:00 | BUY        | CZCE.MA409 | Vol: 1 | Price: 2545.00 | Comm: 0.25\n",
      "  2024-06-13 11:00:00 | CLOSE_LONG | CZCE.MA409 | Vol: 1 | Price: 2532.00 | Comm: 0.25 | PnL: -13.00\n",
      "  2024-06-25 13:00:00 | BUY        | CZCE.MA409 | Vol: 1 | Price: 2510.00 | Comm: 0.25\n",
      "  2024-06-26 10:00:00 | CLOSE_LONG | CZCE.MA409 | Vol: 1 | Price: 2495.00 | Comm: 0.25 | PnL: -15.00\n",
      "  2024-07-08 09:00:00 | BUY        | CZCE.MA409 | Vol: 1 | Price: 2516.00 | Comm: 0.25\n",
      "  2024-07-08 22:00:00 | CLOSE_LONG | CZCE.MA409 | Vol: 1 | Price: 2547.00 | Comm: 0.25 | PnL: 31.00\n",
      "  2024-07-17 13:00:00 | BUY        | CZCE.MA409 | Vol: 1 | Price: 2540.00 | Comm: 0.25\n",
      "  2024-07-18 09:00:00 | CLOSE_LONG | CZCE.MA409 | Vol: 1 | Price: 2527.00 | Comm: 0.25 | PnL: -13.00\n",
      "  2024-07-29 10:00:00 | BUY        | CZCE.MA409 | Vol: 1 | Price: 2466.00 | Comm: 0.25\n",
      "  2024-07-29 11:00:00 | CLOSE_LONG | CZCE.MA409 | Vol: 1 | Price: 2477.00 | Comm: 0.25 | PnL: 11.00\n",
      "  2024-07-29 14:00:00 | BUY        | CZCE.MA409 | Vol: 1 | Price: 2481.00 | Comm: 0.25\n",
      "  2024-07-30 10:00:00 | CLOSE_LONG | CZCE.MA409 | Vol: 1 | Price: 2460.00 | Comm: 0.25 | PnL: -21.00\n",
      "  2024-08-01 22:00:00 | BUY        | CZCE.MA409 | Vol: 1 | Price: 2498.00 | Comm: 0.25\n",
      "  2024-08-05 09:00:00 | CLOSE_LONG | CZCE.MA409 | Vol: 1 | Price: 2485.00 | Comm: 0.25 | PnL: -13.00\n",
      "  2024-08-05 13:00:00 | BUY        | CZCE.MA409 | Vol: 1 | Price: 2470.00 | Comm: 0.25\n",
      "  2024-08-06 21:00:00 | CLOSE_LONG | CZCE.MA409 | Vol: 1 | Price: 2453.00 | Comm: 0.25 | PnL: -17.00\n",
      "  2024-08-08 14:00:00 | BUY        | CZCE.MA409 | Vol: 1 | Price: 2456.00 | Comm: 0.25\n",
      "  2024-08-08 22:00:00 | CLOSE_LONG | CZCE.MA409 | Vol: 1 | Price: 2443.00 | Comm: 0.24 | PnL: -13.00\n",
      "  2024-09-03 22:00:00 | BUY        | CZCE.MA501 | Vol: 1 | Price: 2448.00 | Comm: 0.24\n",
      "  2024-09-04 10:00:00 | CLOSE_LONG | CZCE.MA501 | Vol: 1 | Price: 2430.00 | Comm: 0.24 | PnL: -18.00\n",
      "  2024-09-18 09:00:00 | BUY        | CZCE.MA501 | Vol: 1 | Price: 2367.00 | Comm: 0.24\n",
      "  2024-09-18 10:00:00 | CLOSE_LONG | CZCE.MA501 | Vol: 1 | Price: 2378.00 | Comm: 0.24 | PnL: 11.00\n",
      "  2024-10-08 10:00:00 | BUY        | CZCE.MA501 | Vol: 1 | Price: 2572.00 | Comm: 0.26\n",
      "  2024-10-08 14:00:00 | CLOSE_LONG | CZCE.MA501 | Vol: 1 | Price: 2560.00 | Comm: 0.26 | PnL: -12.00\n",
      "  2024-10-14 13:00:00 | BUY        | CZCE.MA501 | Vol: 1 | Price: 2489.00 | Comm: 0.25\n",
      "  2024-10-15 09:00:00 | CLOSE_LONG | CZCE.MA501 | Vol: 1 | Price: 2473.00 | Comm: 0.25 | PnL: -16.00\n",
      "  2024-10-21 09:00:00 | BUY        | CZCE.MA501 | Vol: 1 | Price: 2394.00 | Comm: 0.24\n",
      "  2024-10-21 22:00:00 | CLOSE_LONG | CZCE.MA501 | Vol: 1 | Price: 2415.00 | Comm: 0.24 | PnL: 21.00\n",
      "  2024-10-29 11:00:00 | BUY        | CZCE.MA501 | Vol: 1 | Price: 2450.00 | Comm: 0.25\n",
      "  2024-10-30 11:00:00 | CLOSE_LONG | CZCE.MA501 | Vol: 1 | Price: 2435.00 | Comm: 0.24 | PnL: -15.00\n",
      "  2024-11-01 14:00:00 | BUY        | CZCE.MA501 | Vol: 1 | Price: 2476.00 | Comm: 0.25\n",
      "  2024-11-05 10:00:00 | CLOSE_LONG | CZCE.MA501 | Vol: 1 | Price: 2486.00 | Comm: 0.25 | PnL: 10.00\n",
      "  2024-11-06 14:00:00 | BUY        | CZCE.MA501 | Vol: 1 | Price: 2477.00 | Comm: 0.25\n",
      "  2024-11-06 22:00:00 | CLOSE_LONG | CZCE.MA501 | Vol: 1 | Price: 2466.00 | Comm: 0.25 | PnL: -11.00\n",
      "  2024-11-08 22:00:00 | BUY        | CZCE.MA501 | Vol: 1 | Price: 2489.00 | Comm: 0.25\n",
      "  2024-11-11 10:00:00 | CLOSE_LONG | CZCE.MA501 | Vol: 1 | Price: 2473.00 | Comm: 0.25 | PnL: -16.00\n",
      "  2024-11-15 14:00:00 | BUY        | CZCE.MA501 | Vol: 1 | Price: 2485.00 | Comm: 0.25\n",
      "  2024-11-18 10:00:00 | CLOSE_LONG | CZCE.MA501 | Vol: 1 | Price: 2520.00 | Comm: 0.25 | PnL: 35.00\n",
      "  2024-12-02 21:00:00 | BUY        | CZCE.MA501 | Vol: 1 | Price: 2540.00 | Comm: 0.25\n",
      "  2024-12-03 22:00:00 | CLOSE_LONG | CZCE.MA501 | Vol: 1 | Price: 2551.00 | Comm: 0.26 | PnL: 11.00\n",
      "  2024-12-04 11:00:00 | BUY        | CZCE.MA501 | Vol: 1 | Price: 2523.00 | Comm: 0.25\n",
      "  2024-12-05 09:00:00 | CLOSE_LONG | CZCE.MA501 | Vol: 1 | Price: 2512.00 | Comm: 0.25 | PnL: -11.00\n",
      "  2024-12-19 10:00:00 | BUY        | CZCE.MA505 | Vol: 1 | Price: 2597.00 | Comm: 0.26\n",
      "  2024-12-19 21:00:00 | CLOSE_LONG | CZCE.MA505 | Vol: 1 | Price: 2613.00 | Comm: 0.26 | PnL: 16.00\n",
      "  2024-12-24 10:00:00 | BUY        | CZCE.MA505 | Vol: 1 | Price: 2631.00 | Comm: 0.26\n",
      "  2024-12-24 14:00:00 | CLOSE_LONG | CZCE.MA505 | Vol: 1 | Price: 2645.00 | Comm: 0.26 | PnL: 14.00\n",
      "正在计算绩效指标...\n",
      "total_return: 0.0032182950000003707, annualized_return:0.000741765904585856, 252 / total_days:0.23076923076923078\n",
      "绩效指标计算完成。\n",
      "\n",
      "--- 回测绩效报告 ---\n",
      "初始资金           : 100000.00\n",
      "最终资金           : 100321.83\n",
      "总收益率           : 0.32%\n",
      "年化收益率          : 0.07%\n",
      "最大回撤           : 0.50%\n",
      "夏普比率           : 0.10\n",
      "卡玛比率           : 0.15\n",
      "总交易次数          : 268\n",
      "总实现盈亏          : 195.00\n",
      "交易成本           : 68.17\n",
      "\n",
      "--- 交易详情 ---\n",
      "盈利交易次数         : 73\n",
      "亏损交易次数         : 61\n",
      "胜率             : 54.48%\n",
      "盈亏比            : 0.97\n",
      "平均每次盈利         : 18.97\n",
      "平均每次亏损         : -19.51\n",
      "正在绘制绩效图表...\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1400x1000 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1400x700 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "图表绘制完成。\n",
      "{'初始资金': 100000.0, '最终资金': np.float64(100321.82950000004), '总收益率': np.float64(0.0032182950000003707), '年化收益率': np.float64(0.000741765904585856), '最大回撤': np.float64(0.004971180776251698), '夏普比率': np.float64(0.1040337886744781), '卡玛比率': np.float64(0.1492132227678013), '总交易次数': 268, '交易成本': 68.1705, '总实现盈亏': 195.0, '胜率': 0.5447761194029851, '盈亏比': 0.9725451824565443, '盈利交易次数': 73, '亏损交易次数': 61, '平均每次盈利': 18.972602739726028, '平均每次亏损': -19.508196721311474, 'initial_capital': 100000.0, 'final_capital': np.float64(100321.82950000004), 'total_return': np.float64(0.0032182950000003707), 'annualized_return': np.float64(0.000741765904585856), 'max_drawdown': np.float64(0.004971180776251698), 'sharpe_ratio': np.float64(0.1040337886744781), 'calmar_ratio': np.float64(0.1492132227678013), 'total_trades': 268, 'transaction_costs': 68.1705, 'total_realized_pnl': 195.0, 'win_rate': 0.5447761194029851, 'profit_loss_ratio': 0.9725451824565443, 'winning_trades_count': 73, 'losing_trades_count': 61, 'avg_profit_per_trade': 18.972602739726028, 'avg_loss_per_trade': -19.508196721311474}\n"
     ]
    }
   ],
   "source": [
    "from datetime import datetime\n",
    "%load_ext autoreload\n",
    "%autoreload 2\n",
    "\n",
    "from src.analysis.result_analyzer import ResultAnalyzer\n",
    "# 导入所有必要的模块\n",
    "from src.data_manager import DataManager\n",
    "from src.backtest_engine import BacktestEngine\n",
    "from src.strategies.SimpleLimitBuyStrategy import SimpleLimitBuyStrategy, SimpleLimitBuyStrategyLong, SimpleLimitBuyStrategyShort\n",
    "from src.strategies.simple_limit_buy_strategy import TestStrategy\n",
    "\n",
    "\n",
    "def main():\n",
    "    # --- 配置参数 ---\n",
    "    # 获取当前脚本所在目录，假设数据文件在项目根目录下的 data 文件夹内\n",
    "    # data_file_path = '/mnt/d/PyProject/NewQuant/data/data/SHFE_rb2510/SHFE_rb2510_min60.csv'\n",
    "    data_file_path = \"/mnt/d/PyProject/NewQuant/data/data/KQ_m@CZCE_MA/KQ_m@CZCE_MA_min60.csv\"\n",
    "\n",
    "    initial_capital = 100000.0\n",
    "    slippage_rate = 0.000  # 假设每笔交易0.1%的滑点\n",
    "    commission_rate = 0.0001  # 假设每笔交易0.02%的佣金\n",
    "\n",
    "    global_config = {\n",
    "        'symbol': 'KQ_m@CZCE_MA',\n",
    "    }\n",
    "\n",
    "    strategy_parameters = {\n",
    "        # 'symbol': \"SHFE_rb2501\",  # 根据您的数据文件中的品种名称调整\n",
    "        'trade_volume': 1,\n",
    "        'open_range_factor_1_ago': 1.6,  # 示例值，需要通过网格搜索优化\n",
    "        'open_range_factor_7_ago': 0.2,  # 示例值\n",
    "        # 'open_range_factor_1_ago': 0.4,  # 示例值，需要通过网格搜索优化\n",
    "        # 'open_range_factor_7_ago': 1.4,  # 示例值\n",
    "        # 'open_range_factor_1_long': 1.4,  # 示例值，需要通过网格搜索优化\n",
    "        # 'open_range_factor_7_long': 0.7,  # 示例值\n",
    "        # 'open_range_factor_1_short': 0.4,  # 示例值，需要通过网格搜索优化\n",
    "        # 'open_range_factor_7_short': 1.4,  # 示例值\n",
    "        'max_position': 10,\n",
    "        'enable_log': False\n",
    "    }\n",
    "    start_time = datetime(2022, 1, 1)\n",
    "    end_time = datetime(2025, 1, 1)\n",
    "\n",
    "\n",
    "    # --- 1. 初始化数据管理器 ---\n",
    "    print(\"初始化数据管理器...\")\n",
    "    data_manager = DataManager(file_path=data_file_path, symbol=global_config['symbol'], start_time=start_time, end_time=end_time)\n",
    "    # 确保 DataManager 能够重置以进行多次回测\n",
    "    # data_manager.reset() # 首次运行不需要重置\n",
    "\n",
    "    # --- 2. 初始化回测引擎并运行 ---\n",
    "    print(\"\\n初始化回测引擎...\")\n",
    "    engine = BacktestEngine(\n",
    "        data_manager=data_manager,\n",
    "        strategy_class=SimpleLimitBuyStrategyLong,\n",
    "        # current_segment_symbol=strategy_parameters['symbol'],\n",
    "        strategy_params=strategy_parameters,\n",
    "        initial_capital=initial_capital,\n",
    "        slippage_rate=slippage_rate,\n",
    "        commission_rate=commission_rate,\n",
    "        roll_over_mode=True,\n",
    "        start_time=start_time,\n",
    "        end_time=end_time\n",
    "    )\n",
    "\n",
    "    print(\"\\n开始运行回测...\")\n",
    "    engine.run_backtest()\n",
    "    print(\"\\n回测运行完毕。\")\n",
    "\n",
    "    # --- 3. 获取回测结果 ---\n",
    "    results = engine.get_backtest_results()\n",
    "    portfolio_snapshots = results[\"portfolio_snapshots\"]\n",
    "    trade_history = results[\"trade_history\"]\n",
    "    initial_capital_result = results[\"initial_capital\"]\n",
    "    bars = results[\"all_bars\"]\n",
    "\n",
    "    # --- 4. 结果分析与可视化 ---\n",
    "    if portfolio_snapshots:\n",
    "        analyzer = ResultAnalyzer(portfolio_snapshots, trade_history, bars, initial_capital_result)\n",
    "\n",
    "        analyzer.generate_report()\n",
    "        analyzer.plot_performance()\n",
    "        metrics = analyzer.calculate_all_metrics()\n",
    "        print(metrics)\n",
    "    else:\n",
    "        print(\"\\n没有生成投资组合快照，无法进行结果分析。\")\n",
    "\n",
    "    # --- 4. 结果分析与可视化 (待实现) ---\n",
    "    # if portfolio_snapshots:\n",
    "    #     analyzer = ResultAnalyzer(portfolio_snapshots, trade_history, initial_capital_result)\n",
    "    #     metrics = analyzer.calculate_all_metrics()\n",
    "    #     print(\"\\n--- 绩效指标 ---\")\n",
    "    #     for key, value in metrics.items():\n",
    "    #         print(f\"  {key}: {value:.4f}\")\n",
    "    #\n",
    "    #     print(\"\\n--- 绘制绩效图表 ---\")\n",
    "    #     analyzer.plot_performance()\n",
    "    # else:\n",
    "    #     print(\"\\n没有生成投资组合快照，无法进行结果分析。\")\n",
    "\n",
    "\n",
    "if __name__ == '__main__':\n",
    "    main()\n"
   ]
  }
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