345 lines
326 KiB
Plaintext
345 lines
326 KiB
Plaintext
{
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"cells": [
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{
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"cell_type": "code",
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"id": "initial_id",
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"metadata": {
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"collapsed": true,
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"ExecuteTime": {
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"end_time": "2025-06-23T14:21:43.971470Z",
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"start_time": "2025-06-23T14:21:43.591298Z"
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}
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},
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"source": [
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"%load_ext autoreload\n",
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"%autoreload 2\n",
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"\n",
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"from src.analysis.result_analyzer import ResultAnalyzer\n",
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"# 导入所有必要的模块\n",
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"from src.data_manager import DataManager\n",
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"from src.backtest_engine import BacktestEngine\n",
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"from src.strategies.simple_limit_buy_strategy import SimpleLimitBuyStrategy\n",
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"\n",
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"\n",
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"def main():\n",
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" # --- 配置参数 ---\n",
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" # 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",
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" # data_file_path = '/mnt/d/PyProject/NewQuant/data/data/SHFE_rb2510/SHFE_rb2510_min60.csv'\n",
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" data_file_path = \"/mnt/d/PyProject/NewQuant/data/data/KQ_m@SHFE_rb/KQ_m@SHFE_rb_min60.csv\"\n",
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"\n",
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" initial_capital = 100000.0\n",
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" slippage_rate = 0.000 # 假设每笔交易0.1%的滑点\n",
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" commission_rate = 0.0002 # 假设每笔交易0.02%的佣金\n",
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"\n",
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" global_config = {\n",
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" 'symbol': 'KQ_m@SHFE_rb',\n",
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" }\n",
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"\n",
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" strategy_parameters = {\n",
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" # 'symbol': \"SHFE_rb2501\", # 根据您的数据文件中的品种名称调整\n",
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" 'trade_volume': 20,\n",
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" 'open_range_factor_1_ago': 1.7, # 示例值,需要通过网格搜索优化\n",
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" 'open_range_factor_7_ago': -1.8, # 示例值\n",
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" 'max_position': 10,\n",
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" 'enable_log': True\n",
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" }\n",
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"\n",
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" # --- 1. 初始化数据管理器 ---\n",
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" print(\"初始化数据管理器...\")\n",
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" data_manager = DataManager(file_path=data_file_path, symbol=global_config['symbol'])\n",
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" # 确保 DataManager 能够重置以进行多次回测\n",
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" # data_manager.reset() # 首次运行不需要重置\n",
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"\n",
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" # --- 2. 初始化回测引擎并运行 ---\n",
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" print(\"\\n初始化回测引擎...\")\n",
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" engine = BacktestEngine(\n",
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" data_manager=data_manager,\n",
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" strategy_class=SimpleLimitBuyStrategy,\n",
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" # current_segment_symbol=strategy_parameters['symbol'],\n",
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" strategy_params=strategy_parameters,\n",
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" initial_capital=initial_capital,\n",
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" slippage_rate=slippage_rate,\n",
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" commission_rate=commission_rate,\n",
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" roll_over_mode=True\n",
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" )\n",
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"\n",
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" print(\"\\n开始运行回测...\")\n",
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" engine.run_backtest()\n",
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" print(\"\\n回测运行完毕。\")\n",
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"\n",
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" # --- 3. 获取回测结果 ---\n",
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" results = engine.get_backtest_results()\n",
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" portfolio_snapshots = results[\"portfolio_snapshots\"]\n",
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" trade_history = results[\"trade_history\"]\n",
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" initial_capital_result = results[\"initial_capital\"]\n",
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" bars = results[\"all_bars\"]\n",
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"\n",
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" # --- 4. 结果分析与可视化 ---\n",
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" if portfolio_snapshots:\n",
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" analyzer = ResultAnalyzer(portfolio_snapshots, trade_history, bars, initial_capital_result)\n",
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"\n",
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" analyzer.generate_report()\n",
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" analyzer.plot_performance()\n",
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" else:\n",
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" print(\"\\n没有生成投资组合快照,无法进行结果分析。\")\n",
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"\n",
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" # --- 4. 结果分析与可视化 (待实现) ---\n",
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" # if portfolio_snapshots:\n",
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" # analyzer = ResultAnalyzer(portfolio_snapshots, trade_history, initial_capital_result)\n",
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" # metrics = analyzer.calculate_all_metrics()\n",
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" # print(\"\\n--- 绩效指标 ---\")\n",
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" # for key, value in metrics.items():\n",
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" # print(f\" {key}: {value:.4f}\")\n",
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" #\n",
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" # print(\"\\n--- 绘制绩效图表 ---\")\n",
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" # analyzer.plot_performance()\n",
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" # else:\n",
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" # print(\"\\n没有生成投资组合快照,无法进行结果分析。\")\n",
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"\n",
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"\n",
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"if __name__ == '__main__':\n",
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" main()\n"
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],
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"The autoreload extension is already loaded. To reload it, use:\n",
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" %reload_ext autoreload\n",
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"初始化数据管理器...\n",
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"数据加载成功: /mnt/d/PyProject/NewQuant/data/data/KQ_m@SHFE_rb/KQ_m@SHFE_rb_min60.csv\n",
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"数据范围从 2022-12-30 14:00:00 到 2025-06-20 21:00:00\n",
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"总计 4131 条记录。\n",
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"\n",
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"初始化回测引擎...\n",
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"模拟器初始化:初始资金=100000.00, 滑点率=0.0, 佣金率=0.0002\n",
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"\n",
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"--- 回测引擎初始化完成 ---\n",
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" 策略: SimpleLimitBuyStrategy\n",
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" 初始资金: 100000.00\n",
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" 换月模式: 启用\n",
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"\n",
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"开始运行回测...\n",
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"\n",
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"--- 回测开始 ---\n",
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"SimpleLimitBuyStrategy 策略初始化回调被调用。\n",
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"开始将 DataFrame 转换为 Bar 对象流...\n",
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" open high low close volume open_oi \\\n",
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"datetime \n",
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"2022-12-30 14:00:00 4119.0 4125.0 4095.0 4105.0 307021.0 1954149.0 \n",
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"2023-01-03 09:00:00 4090.0 4100.0 4016.0 4037.0 741293.0 1931845.0 \n",
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"2023-01-03 10:00:00 4037.0 4056.0 4037.0 4043.0 158816.0 1883537.0 \n",
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"2023-01-03 11:00:00 4043.0 4054.0 4037.0 4051.0 67599.0 1887716.0 \n",
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"2023-01-03 13:00:00 4055.0 4065.0 4045.0 4058.0 110044.0 1890125.0 \n",
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"... ... ... ... ... ... ... \n",
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"2025-06-20 10:00:00 3003.0 3010.0 2998.0 3002.0 270615.0 2186077.0 \n",
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"2025-06-20 11:00:00 3002.0 3002.0 2986.0 2991.0 170375.0 2204438.0 \n",
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"2025-06-20 13:00:00 2992.0 2997.0 2990.0 2991.0 87875.0 2173829.0 \n",
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"2025-06-20 14:00:00 2991.0 2994.0 2987.0 2992.0 174940.0 2170066.0 \n",
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"2025-06-20 21:00:00 2990.0 2993.0 2983.0 2990.0 197096.0 2164155.0 \n",
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"\n",
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" close_oi underlying_symbol \n",
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"datetime \n",
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"2022-12-30 14:00:00 1931845.0 SHFE.rb2305 \n",
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"2023-01-03 09:00:00 1883537.0 SHFE.rb2305 \n",
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"2023-01-03 10:00:00 1887716.0 SHFE.rb2305 \n",
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"2023-01-03 11:00:00 1890125.0 SHFE.rb2305 \n",
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"2023-01-03 13:00:00 1895898.0 SHFE.rb2305 \n",
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"... ... ... \n",
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"2025-06-20 10:00:00 2204438.0 SHFE.rb2510 \n",
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"2025-06-20 11:00:00 2173829.0 SHFE.rb2510 \n",
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"2025-06-20 13:00:00 2170066.0 SHFE.rb2510 \n",
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"2025-06-20 14:00:00 2164155.0 SHFE.rb2510 \n",
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"2025-06-20 21:00:00 2169073.0 SHFE.rb2510 \n",
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"\n",
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"[4131 rows x 8 columns]\n",
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"True None SHFE.rb2305 None\n",
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"[2022-12-30 14:00:00]发送订单 SHFE.rb2305_BUY_20221230140000_0, direction BUY\n",
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"True SHFE.rb2305 SHFE.rb2310 SHFE.rb2305\n",
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"[2023-04-03 13:00:00] 策略 (SHFE.rb2305): 检测到换月!从 [SHFE.rb2305] 切换到 [SHFE.rb2310]。在旧合约最后一根K线 (2023-04-03 13:00:00) 执行强制平仓和取消操作。\n",
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"[2023-04-03 13:00:00] 策略 (SHFE.rb2305): 合约换月事件: 从 SHFE.rb2305 切换到 SHFE.rb2310\n",
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"[2023-04-03 14:00:00] 策略 (SHFE.rb2310): 当前是换月K线,禁止开仓订单\n",
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"[2023-04-03 21:00:00]发送订单 SHFE.rb2310_BUY_20230403210000_2, direction BUY\n",
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"True SHFE.rb2310 SHFE.rb2401 SHFE.rb2310\n",
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"[2023-09-04 13:00:00] 策略 (SHFE.rb2310): 检测到换月!从 [SHFE.rb2310] 切换到 [SHFE.rb2401]。在旧合约最后一根K线 (2023-09-04 13:00:00) 执行强制平仓和取消操作。\n",
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"[2023-09-04 13:00:00] 策略 (SHFE.rb2310): 合约换月事件: 从 SHFE.rb2310 切换到 SHFE.rb2401\n",
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"[2023-09-04 14:00:00] 策略 (SHFE.rb2401): 当前是换月K线,禁止开仓订单\n",
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"[2023-09-04 21:00:00]发送订单 SHFE.rb2401_BUY_20230904210000_4, direction BUY\n",
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"True SHFE.rb2401 SHFE.rb2405 SHFE.rb2401\n",
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"[2023-12-06 13:00:00] 策略 (SHFE.rb2401): 检测到换月!从 [SHFE.rb2401] 切换到 [SHFE.rb2405]。在旧合约最后一根K线 (2023-12-06 13:00:00) 执行强制平仓和取消操作。\n",
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"[2023-12-06 13:00:00] 策略 (SHFE.rb2401): 合约换月事件: 从 SHFE.rb2401 切换到 SHFE.rb2405\n",
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"[2023-12-06 14:00:00] 策略 (SHFE.rb2405): 当前是换月K线,禁止开仓订单\n",
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"[2023-12-06 21:00:00]发送订单 SHFE.rb2405_BUY_20231206210000_6, direction BUY\n",
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"True SHFE.rb2405 SHFE.rb2410 SHFE.rb2405\n",
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"[2024-04-01 13:00:00] 策略 (SHFE.rb2405): 检测到换月!从 [SHFE.rb2405] 切换到 [SHFE.rb2410]。在旧合约最后一根K线 (2024-04-01 13:00:00) 执行强制平仓和取消操作。\n",
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"[2024-04-01 13:00:00] 策略 (SHFE.rb2405): 合约换月事件: 从 SHFE.rb2405 切换到 SHFE.rb2410\n",
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"[2024-04-01 14:00:00] 策略 (SHFE.rb2410): 当前是换月K线,禁止开仓订单\n",
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"[2024-04-01 21:00:00]发送订单 SHFE.rb2410_BUY_20240401210000_8, direction BUY\n",
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"True SHFE.rb2410 SHFE.rb2501 SHFE.rb2410\n",
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"[2024-08-30 13:00:00] 策略 (SHFE.rb2410): 检测到换月!从 [SHFE.rb2410] 切换到 [SHFE.rb2501]。在旧合约最后一根K线 (2024-08-30 13:00:00) 执行强制平仓和取消操作。\n",
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"[2024-08-30 13:00:00] 策略 (SHFE.rb2410): 合约换月事件: 从 SHFE.rb2410 切换到 SHFE.rb2501\n",
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"[2024-08-30 14:00:00] 策略 (SHFE.rb2501): 当前是换月K线,禁止开仓订单\n",
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"[2024-08-30 21:00:00]发送订单 SHFE.rb2501_BUY_20240830210000_10, direction BUY\n",
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"True SHFE.rb2501 SHFE.rb2505 SHFE.rb2501\n",
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"[2024-12-05 13:00:00] 策略 (SHFE.rb2501): 检测到换月!从 [SHFE.rb2501] 切换到 [SHFE.rb2505]。在旧合约最后一根K线 (2024-12-05 13:00:00) 执行强制平仓和取消操作。\n",
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"[2024-12-05 13:00:00] 策略 (SHFE.rb2501): 合约换月事件: 从 SHFE.rb2501 切换到 SHFE.rb2505\n",
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"[2024-12-05 14:00:00] 策略 (SHFE.rb2505): 当前是换月K线,禁止开仓订单\n",
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"[2024-12-05 21:00:00]发送订单 SHFE.rb2505_BUY_20241205210000_12, direction BUY\n",
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"True SHFE.rb2505 SHFE.rb2510 SHFE.rb2505\n",
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"[2025-04-07 13:00:00] 策略 (SHFE.rb2505): 检测到换月!从 [SHFE.rb2505] 切换到 [SHFE.rb2510]。在旧合约最后一根K线 (2025-04-07 13:00:00) 执行强制平仓和取消操作。\n",
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"[2025-04-07 13:00:00] 策略 (SHFE.rb2505): 合约换月事件: 从 SHFE.rb2505 切换到 SHFE.rb2510\n",
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"[2025-04-07 14:00:00] 策略 (SHFE.rb2510): 当前是换月K线,禁止开仓订单\n",
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"[2025-04-07 21:00:00]发送订单 SHFE.rb2510_BUY_20250407210000_14, direction BUY\n",
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"Bar 对象流生成完毕。\n",
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"\n",
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"--- 回测结束,检查并平仓所有剩余持仓 ---\n",
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"[2025-06-20 21:00:00] 策略 (SHFE.rb2510): 回测结束清理: 强制平仓合约 SHFE.rb2510 的剩余持仓。\n",
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"--- 回测结束 ---\n",
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"总计处理了 4131 根K线。\n",
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"总计发生了 16 笔交易。\n",
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"最终总净值: 98545.60\n",
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"总收益率: -1.45%\n",
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"\n",
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"回测运行完毕。\n",
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"\n",
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"--- 结果分析器初始化完成 ---\n",
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"正在计算绩效指标...\n",
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"绩效指标计算完成。\n",
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"\n",
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"--- 回测绩效报告 ---\n",
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"初始资金 : 100000.00\n",
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"最终资金 : 98546.19\n",
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"总收益率 : -1.45%\n",
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"年化收益率 : -0.41%\n",
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"最大回撤 : 1.80%\n",
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"夏普比率 : -0.37\n",
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"卡玛比率 : -0.23\n",
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"总交易次数 : 16\n",
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"总实现盈亏 : 0.00\n",
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"交易成本 : 11.40\n",
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"\n",
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"--- 交易详情 ---\n",
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"盈利交易次数 : 0\n",
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"亏损交易次数 : 0\n",
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"胜率 : 0.00%\n",
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"盈亏比 : inf\n",
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"平均每次盈利 : 0.00\n",
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"平均每次亏损 : 0.00\n",
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"\n",
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"--- 部分交易明细 (最近5笔) ---\n",
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" 2024-12-05 13:00:00 | SELL | SHFE.rb2501 | Vol: 1 | Price: 3295.00 | Comm: 0.66\n",
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" 2024-12-05 22:00:00 | BUY | SHFE.rb2505 | Vol: 1 | Price: 3330.00 | Comm: 0.67\n",
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" 2025-04-07 13:00:00 | SELL | SHFE.rb2505 | Vol: 1 | Price: 3094.00 | Comm: 0.62\n",
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" 2025-04-07 22:00:00 | BUY | SHFE.rb2510 | Vol: 1 | Price: 3158.00 | Comm: 0.63\n",
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" 2025-06-20 21:00:00 | SELL | SHFE.rb2510 | Vol: 1 | Price: 2990.00 | Comm: 0.60\n",
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"正在绘制绩效图表...\n"
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]
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},
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{
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"data": {
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"text/plain": [
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"<Figure size 1400x1000 with 2 Axes>"
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],
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"image/png": 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"
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
},
|
||
{
|
||
"data": {
|
||
"text/plain": [
|
||
"<Figure size 1400x700 with 1 Axes>"
|
||
],
|
||
"image/png": 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"
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
},
|
||
{
|
||
"name": "stdout",
|
||
"output_type": "stream",
|
||
"text": [
|
||
"图表绘制完成。\n"
|
||
]
|
||
}
|
||
],
|
||
"execution_count": 45
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"id": "9dd93e564f0e2b55",
|
||
"metadata": {
|
||
"ExecuteTime": {
|
||
"end_time": "2025-06-23T14:21:44.026610Z",
|
||
"start_time": "2025-06-23T14:21:44.003545Z"
|
||
}
|
||
},
|
||
"source": [
|
||
"from matplotlib.font_manager import findfont, FontProperties\n",
|
||
"\n",
|
||
"font = findfont(FontProperties(family=['SimHei']))\n",
|
||
"font"
|
||
],
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"text/plain": [
|
||
"'/home/liaozhaorun/.fonts/simhei.ttf'"
|
||
]
|
||
},
|
||
"execution_count": 46,
|
||
"metadata": {},
|
||
"output_type": "execute_result"
|
||
}
|
||
],
|
||
"execution_count": 46
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"id": "a14196c49af33461",
|
||
"metadata": {
|
||
"ExecuteTime": {
|
||
"end_time": "2025-06-23T14:21:44.057984Z",
|
||
"start_time": "2025-06-23T14:21:44.041633Z"
|
||
}
|
||
},
|
||
"source": [
|
||
"import matplotlib as mpl\n",
|
||
"print(mpl.rcParams['font.family'])"
|
||
],
|
||
"outputs": [
|
||
{
|
||
"name": "stdout",
|
||
"output_type": "stream",
|
||
"text": [
|
||
"['sans-serif']\n"
|
||
]
|
||
}
|
||
],
|
||
"execution_count": 47
|
||
}
|
||
],
|
||
"metadata": {
|
||
"kernelspec": {
|
||
"display_name": "quant",
|
||
"language": "python",
|
||
"name": "python3"
|
||
},
|
||
"language_info": {
|
||
"codemirror_mode": {
|
||
"name": "ipython",
|
||
"version": 3
|
||
},
|
||
"file_extension": ".py",
|
||
"mimetype": "text/x-python",
|
||
"name": "python",
|
||
"nbconvert_exporter": "python",
|
||
"pygments_lexer": "ipython3",
|
||
"version": "3.12.11"
|
||
}
|
||
},
|
||
"nbformat": 4,
|
||
"nbformat_minor": 5
|
||
}
|