{ "cells": [ { "cell_type": "code", "id": "522f09ca7b3fe929", "metadata": { "ExecuteTime": { "end_time": "2025-11-19T08:39:29.864187Z", "start_time": "2025-11-19T08:39:29.213759Z" } }, "source": [ "from datetime import datetime\n", "\n", "import sys\n", "\n", "if '/mnt/d/PyProject/NewQuant/' not in sys.path:\n", " sys.path.append('/mnt/d/PyProject/NewQuant/')\n", " \n", "from src.data_processing import load_raw_data\n", "%load_ext autoreload\n", "%autoreload 2\n", "\n" ], "outputs": [], "execution_count": 1 }, { "cell_type": "code", "id": "c00ccfeec592844c", "metadata": { "ExecuteTime": { "end_time": "2025-11-19T08:39:30.209279Z", "start_time": "2025-11-19T08:39:29.867199Z" } }, "source": [ "from turtle import down\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.indicators.indicator_list import INDICATOR_LIST\n", "from src.indicators.indicators import *\n", "\n", "# 导入您自己的 SMC 策略\n", "from futures_trading_strategies.rb.KalmanStrategy.KalmanStrategy2 import DualModeKalmanStrategy\n", "# from src.strategies.KalmanStrategy.KalmanStrategy2 import DualModeKalmanStrategy\n", "\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 = 'D:/PyProject/NewQuant/data/data/KQ_m@SHFE_rb/KQ_m@SHFE_rb_min15.csv'\n" ], "outputs": [], "execution_count": 2 }, { "cell_type": "code", "id": "7599fa7cd2cb3d45", "metadata": { "ExecuteTime": { "end_time": "2025-11-19T08:39:30.231461Z", "start_time": "2025-11-19T08:39:30.209279Z" } }, "source": [ "\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@SHFE_rb', # 确保与数据文件中的 symbol 匹配\n", "}\n", "\n", "# 回测时间范围\n", "# start_time = datetime(2021, 1, 1)\n", "# end_time = datetime(2025, 1, 1)\n", "\n", "start_time = datetime(2024, 6, 1)\n", "end_time = datetime(2025, 12, 1)\n", "\n", "\n", "indicators = INDICATOR_LIST\n", "indicators = []\n", "\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" ], "outputs": [], "execution_count": 3 }, { "cell_type": "code", "id": "f903fd2761d446cd", "metadata": { "ExecuteTime": { "end_time": "2025-11-19T08:39:38.385870Z", "start_time": "2025-11-19T08:39:30.237478Z" } }, "source": [ "from src.indicators.indicators import ROC_MA\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,\n", " end_time=end_time)\n", "\n", "strategy_parameters = {\n", " 'main_symbol': 'rb', # <-- 替换为你的交易品种代码,例如 'GC=F' (黄金期货), 'ZC=F' (玉米期货)\n", " 'trade_volume': 1,\n", " 'order_direction': ['SELL', 'BUY'],\n", " 'indicators': [PriceRangeToVolatilityRatio(7, 21, 4, 5), PriceRangeToVolatilityRatio(7, 21, 4, 5)],\n", " 'enable_log': False\n", "}\n", "\n", "\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=DualModeKalmanStrategy, # <--- 更改为您的 SMC 策略类\n", " # current_segment_symbol 参数已从 SMCPureH1LongStrategy 中移除,不需要设置\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", " indicators=indicators # 如果您的 SMC 策略不使用这些指标,也可以考虑移除\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" ], "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "初始化数据管理器...\n", "数据加载成功: D:/PyProject/NewQuant/data/data/KQ_m@SHFE_rb/KQ_m@SHFE_rb_min15.csv\n", "数据范围从 2020-12-31 14:45:00 到 2025-11-19 14:30:00\n", "总计 26922 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", "内存仓储已初始化,管理ID: 'futures_trading_strategies.rb.KalmanStrategy.KalmanStrategy2.DualModeKalmanStrategy_c7bd93715d42fbef1ec746ee2635a5d3'\n", "\n", "--- 回测引擎初始化完成 ---\n", " 策略: DualModeKalmanStrategy\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", "DualModeKalmanStrategy 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", "\n", "--- 批量计算指标并赋值到Trade ---\n", "--- 回测结束 ---\n", "总计处理了 8130 根K线。\n", "总计发生了 87 笔交易。\n", "最终总净值: 100542.77\n", "总收益率: 0.54%\n", "\n", "回测运行完毕。\n" ] } ], "execution_count": 4 }, { "metadata": { "ExecuteTime": { "end_time": "2025-11-19T08:39:38.655387Z", "start_time": "2025-11-19T08:39:38.393885Z" } }, "cell_type": "code", "source": [ "\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, INDICATOR_LIST)\n", "\n", " analyzer.generate_report()\n", " analyzer.plot_performance()\n", " metrics = analyzer.calculate_all_metrics()\n", " print(metrics)\n", "\n", " analyzer.analyze_indicators(profit_offset=1)\n", "else:\n", " print(\"\\n没有生成投资组合快照,无法进行结果分析。\")" ], "id": "7b191529e909c4d3", "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "--- 结果分析器初始化完成 ---\n", "\n", "--- 交易明细 ---\n", " 2024-07-05 13:30:00 | SELL | SHFE.rb2410 | Vol: 1 | Price: 3566.00 | Comm: 0.36\n", " 2024-07-11 13:30:00 | CLOSE_SHORT | SHFE.rb2410 | Vol: 1 | Price: 3531.00 | Comm: 0.35 | PnL: 35.00\n", " 2024-07-17 13:45:00 | SELL | SHFE.rb2410 | Vol: 1 | Price: 3514.00 | Comm: 0.35\n", " 2024-07-26 09:00:00 | CLOSE_SHORT | SHFE.rb2410 | Vol: 1 | Price: 3390.00 | Comm: 0.34 | PnL: 124.00\n", " 2024-07-30 21:30:00 | SELL | SHFE.rb2410 | Vol: 1 | Price: 3284.00 | Comm: 0.33\n", " 2024-07-30 22:30:00 | CLOSE_SHORT | SHFE.rb2410 | Vol: 1 | Price: 3324.00 | Comm: 0.33 | PnL: -40.00\n", " 2024-08-12 09:00:00 | SELL | SHFE.rb2410 | Vol: 1 | Price: 3226.00 | Comm: 0.32\n", " 2024-08-19 21:15:00 | CLOSE_SHORT | SHFE.rb2410 | Vol: 1 | Price: 3164.00 | Comm: 0.32 | PnL: 62.00\n", " 2024-09-24 09:15:00 | BUY | SHFE.rb2501 | Vol: 1 | Price: 3164.00 | Comm: 0.32\n", " 2024-09-24 10:00:00 | CLOSE_LONG | SHFE.rb2501 | Vol: 1 | Price: 3135.00 | Comm: 0.31 | PnL: -29.00\n", " 2024-09-24 13:45:00 | BUY | SHFE.rb2501 | Vol: 1 | Price: 3192.00 | Comm: 0.32\n", " 2024-10-08 13:45:00 | CLOSE_LONG | SHFE.rb2501 | Vol: 1 | Price: 3477.00 | Comm: 0.35 | PnL: 285.00\n", " 2024-10-17 14:30:00 | SELL | SHFE.rb2501 | Vol: 1 | Price: 3328.00 | Comm: 0.33\n", " 2024-10-18 14:45:00 | CLOSE_SHORT | SHFE.rb2501 | Vol: 1 | Price: 3362.00 | Comm: 0.34 | PnL: -34.00\n", " 2024-10-25 22:00:00 | BUY | SHFE.rb2501 | Vol: 1 | Price: 3425.00 | Comm: 0.34\n", " 2024-10-31 22:15:00 | CLOSE_LONG | SHFE.rb2501 | Vol: 1 | Price: 3401.00 | Comm: 0.34 | PnL: -24.00\n", " 2024-11-01 09:00:00 | SELL | SHFE.rb2501 | Vol: 1 | Price: 3380.00 | Comm: 0.34\n", " 2024-11-01 09:45:00 | CLOSE_SHORT | SHFE.rb2501 | Vol: 1 | Price: 3399.00 | Comm: 0.34 | PnL: -19.00\n", " 2024-11-06 11:15:00 | SELL | SHFE.rb2501 | Vol: 1 | Price: 3358.00 | Comm: 0.34\n", " 2024-11-06 13:45:00 | CLOSE_SHORT | SHFE.rb2501 | Vol: 1 | Price: 3389.00 | Comm: 0.34 | PnL: -31.00\n", " 2024-11-08 10:45:00 | SELL | SHFE.rb2501 | Vol: 1 | Price: 3388.00 | Comm: 0.34\n", " 2024-11-19 14:15:00 | CLOSE_SHORT | SHFE.rb2501 | Vol: 1 | Price: 3318.00 | Comm: 0.33 | PnL: 70.00\n", " 2024-11-22 11:00:00 | SELL | SHFE.rb2501 | Vol: 1 | Price: 3293.00 | Comm: 0.33\n", " 2024-11-22 22:15:00 | CLOSE_SHORT | SHFE.rb2501 | Vol: 1 | Price: 3328.00 | Comm: 0.33 | PnL: -35.00\n", " 2024-11-29 11:15:00 | BUY | SHFE.rb2501 | Vol: 1 | Price: 3346.00 | Comm: 0.33\n", " 2024-11-29 14:30:00 | CLOSE_LONG | SHFE.rb2501 | Vol: 1 | Price: 3329.00 | Comm: 0.33 | PnL: -17.00\n", " 2024-12-05 11:00:00 | SELL | SHFE.rb2501 | Vol: 1 | Price: 3293.00 | Comm: 0.33\n", " 2024-12-05 14:45:00 | CLOSE_SHORT | SHFE.rb2501 | Vol: 1 | Price: 3283.00 | Comm: 0.33 | PnL: 10.00\n", " 2024-12-18 14:45:00 | SELL | SHFE.rb2505 | Vol: 1 | Price: 3309.00 | Comm: 0.33\n", " 2024-12-26 09:45:00 | CLOSE_SHORT | SHFE.rb2505 | Vol: 1 | Price: 3321.00 | Comm: 0.33 | PnL: -12.00\n", " 2025-01-10 22:30:00 | BUY | SHFE.rb2505 | Vol: 1 | Price: 3238.00 | Comm: 0.32\n", " 2025-01-21 21:30:00 | CLOSE_LONG | SHFE.rb2505 | Vol: 1 | Price: 3327.00 | Comm: 0.33 | PnL: 89.00\n", " 2025-02-11 11:00:00 | SELL | SHFE.rb2505 | Vol: 1 | Price: 3285.00 | Comm: 0.33\n", " 2025-02-17 21:00:00 | CLOSE_SHORT | SHFE.rb2505 | Vol: 1 | Price: 3289.00 | Comm: 0.33 | PnL: -4.00\n", " 2025-02-18 13:45:00 | BUY | SHFE.rb2505 | Vol: 1 | Price: 3318.00 | Comm: 0.33\n", " 2025-02-21 21:15:00 | CLOSE_LONG | SHFE.rb2505 | Vol: 1 | Price: 3346.00 | Comm: 0.33 | PnL: 28.00\n", " 2025-02-25 09:45:00 | SELL | SHFE.rb2505 | Vol: 1 | Price: 3288.00 | Comm: 0.33\n", " 2025-02-26 11:00:00 | CLOSE_SHORT | SHFE.rb2505 | Vol: 1 | Price: 3316.00 | Comm: 0.33 | PnL: -28.00\n", " 2025-03-04 09:45:00 | SELL | SHFE.rb2505 | Vol: 1 | Price: 3263.00 | Comm: 0.33\n", " 2025-03-04 13:30:00 | CLOSE_SHORT | SHFE.rb2505 | Vol: 1 | Price: 3273.00 | Comm: 0.33 | PnL: -10.00\n", " 2025-04-21 09:15:00 | BUY | SHFE.rb2510 | Vol: 1 | Price: 3109.00 | Comm: 0.31\n", " 2025-04-22 10:30:00 | CLOSE_LONG | SHFE.rb2510 | Vol: 1 | Price: 3098.00 | Comm: 0.31 | PnL: -11.00\n", " 2025-04-23 14:00:00 | BUY | SHFE.rb2510 | Vol: 1 | Price: 3126.00 | Comm: 0.31\n", " 2025-04-24 13:45:00 | CLOSE_LONG | SHFE.rb2510 | Vol: 1 | Price: 3105.00 | Comm: 0.31 | PnL: -21.00\n", " 2025-04-25 21:15:00 | BUY | SHFE.rb2510 | Vol: 1 | Price: 3143.00 | Comm: 0.31\n", " 2025-04-28 10:45:00 | CLOSE_LONG | SHFE.rb2510 | Vol: 1 | Price: 3125.00 | Comm: 0.31 | PnL: -18.00\n", " 2025-05-08 13:45:00 | SELL | SHFE.rb2510 | Vol: 1 | Price: 3056.00 | Comm: 0.31\n", " 2025-05-12 09:15:00 | CLOSE_SHORT | SHFE.rb2510 | Vol: 1 | Price: 3047.00 | Comm: 0.30 | PnL: 9.00\n", " 2025-05-12 13:45:00 | BUY | SHFE.rb2510 | Vol: 1 | Price: 3075.00 | Comm: 0.31\n", " 2025-05-16 21:15:00 | CLOSE_LONG | SHFE.rb2510 | Vol: 1 | Price: 3086.00 | Comm: 0.31 | PnL: 11.00\n", " 2025-05-26 09:30:00 | SELL | SHFE.rb2510 | Vol: 1 | Price: 3016.00 | Comm: 0.30\n", " 2025-06-04 14:15:00 | CLOSE_SHORT | SHFE.rb2510 | Vol: 1 | Price: 2972.00 | Comm: 0.30 | PnL: 44.00\n", " 2025-06-26 22:30:00 | BUY | SHFE.rb2510 | Vol: 1 | Price: 2994.00 | Comm: 0.30\n", " 2025-06-30 21:15:00 | CLOSE_LONG | SHFE.rb2510 | Vol: 1 | Price: 2987.00 | Comm: 0.30 | PnL: -7.00\n", " 2025-07-01 22:45:00 | BUY | SHFE.rb2510 | Vol: 1 | Price: 3013.00 | Comm: 0.30\n", " 2025-07-02 09:00:00 | CLOSE_LONG | SHFE.rb2510 | Vol: 1 | Price: 3013.00 | Comm: 0.30 | PnL: 0.00\n", " 2025-07-02 14:15:00 | BUY | SHFE.rb2510 | Vol: 1 | Price: 3051.00 | Comm: 0.31\n", " 2025-07-15 13:30:00 | CLOSE_LONG | SHFE.rb2510 | Vol: 1 | Price: 3108.00 | Comm: 0.31 | PnL: 57.00\n", " 2025-07-18 21:15:00 | BUY | SHFE.rb2510 | Vol: 1 | Price: 3179.00 | Comm: 0.32\n", " 2025-07-28 09:00:00 | CLOSE_LONG | SHFE.rb2510 | Vol: 1 | Price: 3248.00 | Comm: 0.32 | PnL: 69.00\n", " 2025-07-29 11:15:00 | BUY | SHFE.rb2510 | Vol: 1 | Price: 3319.00 | Comm: 0.33\n", " 2025-07-30 14:15:00 | CLOSE_LONG | SHFE.rb2510 | Vol: 1 | Price: 3294.00 | Comm: 0.33 | PnL: -25.00\n", " 2025-07-30 21:15:00 | SELL | SHFE.rb2510 | Vol: 1 | Price: 3279.00 | Comm: 0.33\n", " 2025-08-05 21:00:00 | CLOSE_SHORT | SHFE.rb2510 | Vol: 1 | Price: 3235.00 | Comm: 0.32 | PnL: 44.00\n", " 2025-08-13 21:15:00 | SELL | SHFE.rb2510 | Vol: 1 | Price: 3210.00 | Comm: 0.32\n", " 2025-08-22 21:30:00 | CLOSE_SHORT | SHFE.rb2510 | Vol: 1 | Price: 3144.00 | Comm: 0.31 | PnL: 66.00\n", " 2025-09-05 14:00:00 | BUY | SHFE.rb2601 | Vol: 1 | Price: 3140.00 | Comm: 0.31\n", " 2025-09-05 22:30:00 | CLOSE_LONG | SHFE.rb2601 | Vol: 1 | Price: 3121.00 | Comm: 0.31 | PnL: -19.00\n", " 2025-09-09 21:30:00 | SELL | SHFE.rb2601 | Vol: 1 | Price: 3095.00 | Comm: 0.31\n", " 2025-09-10 09:45:00 | CLOSE_SHORT | SHFE.rb2601 | Vol: 1 | Price: 3110.00 | Comm: 0.31 | PnL: -15.00\n", " 2025-09-12 14:00:00 | BUY | SHFE.rb2601 | Vol: 1 | Price: 3114.00 | Comm: 0.31\n", " 2025-09-12 14:15:00 | CLOSE_LONG | SHFE.rb2601 | Vol: 1 | Price: 3112.00 | Comm: 0.31 | PnL: -2.00\n", " 2025-09-18 10:45:00 | SELL | SHFE.rb2601 | Vol: 1 | Price: 3135.00 | Comm: 0.31\n", " 2025-09-18 21:15:00 | CLOSE_SHORT | SHFE.rb2601 | Vol: 1 | Price: 3153.00 | Comm: 0.32 | PnL: -18.00\n", " 2025-09-26 21:00:00 | SELL | SHFE.rb2601 | Vol: 1 | Price: 3115.00 | Comm: 0.31\n", " 2025-10-09 21:15:00 | CLOSE_SHORT | SHFE.rb2601 | Vol: 1 | Price: 3121.00 | Comm: 0.31 | PnL: -6.00\n", " 2025-10-13 09:30:00 | SELL | SHFE.rb2601 | Vol: 1 | Price: 3078.00 | Comm: 0.31\n", " 2025-10-13 09:30:00 | SELL | SHFE.rb2601 | Vol: 1 | Price: 3071.00 | Comm: 0.31\n", " 2025-10-13 10:45:00 | CLOSE_SHORT | SHFE.rb2601 | Vol: 2 | Price: 3084.00 | Comm: 0.62 | PnL: -19.00\n", " 2025-10-17 21:15:00 | BUY | SHFE.rb2601 | Vol: 1 | Price: 3074.00 | Comm: 0.31\n", " 2025-10-17 22:30:00 | CLOSE_LONG | SHFE.rb2601 | Vol: 1 | Price: 3056.00 | Comm: 0.31 | PnL: -18.00\n", " 2025-10-24 21:15:00 | BUY | SHFE.rb2601 | Vol: 1 | Price: 3075.00 | Comm: 0.31\n", " 2025-10-30 13:45:00 | CLOSE_LONG | SHFE.rb2601 | Vol: 1 | Price: 3110.00 | Comm: 0.31 | PnL: 35.00\n", " 2025-11-04 21:15:00 | SELL | SHFE.rb2601 | Vol: 1 | Price: 3033.00 | Comm: 0.30\n", " 2025-11-10 14:15:00 | CLOSE_SHORT | SHFE.rb2601 | Vol: 1 | Price: 3047.00 | Comm: 0.30 | PnL: -14.00\n", " 2025-11-17 09:15:00 | BUY | SHFE.rb2601 | Vol: 1 | Price: 3072.00 | Comm: 0.31\n", " 2025-11-19 14:30:00 | CLOSE_LONG | SHFE.rb2601 | Vol: 1 | Price: 3081.00 | Comm: 0.31 | PnL: 9.00\n", "正在计算绩效指标...\n", "total_return: 0.005440807999999464, annualized_return:0.0025638938818390855, 252 / total_days:0.47191011235955055\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 : 100544.08\n", "总收益率 : 0.54%\n", "年化收益率 : 0.26%\n", "最大回撤 : 0.33%\n", "夏普比率 : 0.22\n", "卡玛比率 : 0.78\n", "总交易次数 : 87\n", "总实现盈亏 : 571.00\n", "交易成本 : 28.23\n", "\n", "--- 交易详情 ---\n", "盈利交易次数 : 17\n", "亏损交易次数 : 25\n", "胜率 : 40.48%\n", "盈亏比 : 3.23\n", "平均每次盈利 : 61.59\n", "平均每次亏损 : -19.04\n", "正在绘制绩效图表...\n" ] }, { "data": { "text/plain": [ "
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" }, "metadata": {}, "output_type": "display_data", "jetTransient": { "display_id": null } }, { "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(100544.08079999995), '总收益率': np.float64(0.005440807999999464), '年化收益率': np.float64(0.0025638938818390855), '最大回撤': np.float64(0.0033025608648247773), '夏普比率': np.float64(0.21938583397711986), '卡玛比率': np.float64(0.7763350886722014), '总交易次数': 87, '交易成本': 28.227300000000003, '总实现盈亏': 571.0, '胜率': 0.40476190476190477, '盈亏比': 3.2346762234305486, '盈利交易次数': 17, '亏损交易次数': 25, '平均每次盈利': 61.588235294117645, '平均每次亏损': -19.04, 'initial_capital': 100000.0, 'final_capital': np.float64(100544.08079999995), 'total_return': np.float64(0.005440807999999464), 'annualized_return': np.float64(0.0025638938818390855), 'max_drawdown': np.float64(0.0033025608648247773), 'sharpe_ratio': np.float64(0.21938583397711986), 'calmar_ratio': np.float64(0.7763350886722014), 'sortino_ratio': np.float64(0.16632916898352068), 'total_trades': 87, 'transaction_costs': 28.227300000000003, 'total_realized_pnl': 571.0, 'win_rate': 0.40476190476190477, 'profit_loss_ratio': 3.2346762234305486, 'winning_trades_count': 17, 'losing_trades_count': 25, 'avg_profit_per_trade': 61.588235294117645, 'avg_loss_per_trade': -19.04}\n", "将进行 43 组开仓-平仓配对分析\n", "指标 'rsi_5' 没有有效数据,跳过绘图。\n", "指标 'rsi_7' 没有有效数据,跳过绘图。\n", "指标 'rsi_10' 没有有效数据,跳过绘图。\n", "指标 'rsi_14' 没有有效数据,跳过绘图。\n", "指标 'rsi_15' 没有有效数据,跳过绘图。\n", "指标 'rsi_20' 没有有效数据,跳过绘图。\n", "指标 'rsi_25' 没有有效数据,跳过绘图。\n", "指标 'rsi_30' 没有有效数据,跳过绘图。\n", "指标 'rsi_35' 没有有效数据,跳过绘图。\n", "指标 'rsi_40' 没有有效数据,跳过绘图。\n", "指标 'range_0' 没有有效数据,跳过绘图。\n", "指标 'range_1' 没有有效数据,跳过绘图。\n", "指标 'range_6' 没有有效数据,跳过绘图。\n", "指标 'range_13' 没有有效数据,跳过绘图。\n", "指标 'range_20' 没有有效数据,跳过绘图。\n", "指标 'stoch_k_14_3' 没有有效数据,跳过绘图。\n", "指标 'stoch_k_5_3' 没有有效数据,跳过绘图。\n", "指标 'stoch_k_21_5' 没有有效数据,跳过绘图。\n", "指标 'roc_5' 没有有效数据,跳过绘图。\n", "指标 'roc_10' 没有有效数据,跳过绘图。\n", "指标 'roc_15' 没有有效数据,跳过绘图。\n", "指标 'roc_20' 没有有效数据,跳过绘图。\n", "指标 'roc_ma_5_5' 没有有效数据,跳过绘图。\n", "指标 'roc_ma_5_10' 没有有效数据,跳过绘图。\n", "指标 'roc_ma_10_10' 没有有效数据,跳过绘图。\n", "指标 'roc_ma_10_20' 没有有效数据,跳过绘图。\n", "指标 'roc_ma_20_20' 没有有效数据,跳过绘图。\n", "指标 'roc_ma_20_40' 没有有效数据,跳过绘图。\n", "指标 'natr_5' 没有有效数据,跳过绘图。\n", "指标 'natr_14' 没有有效数据,跳过绘图。\n", "指标 'natr_21' 没有有效数据,跳过绘图。\n", "指标 'adx_7' 没有有效数据,跳过绘图。\n", "指标 'adx_14' 没有有效数据,跳过绘图。\n", "指标 'adx_30' 没有有效数据,跳过绘图。\n", "指标 'adx_60' 没有有效数据,跳过绘图。\n", "指标 'adx_120' 没有有效数据,跳过绘图。\n", "指标 'adx_240' 没有有效数据,跳过绘图。\n", "指标 'bbw_10_15' 没有有效数据,跳过绘图。\n", "指标 'bbw_20_20' 没有有效数据,跳过绘图。\n", "指标 'bbw_50_25' 没有有效数据,跳过绘图。\n", "指标 'price_range_to_vol_ratio_n3_atr5' 没有有效数据,跳过绘图。\n", "指标 'price_range_to_vol_ratio_n3_atr14' 没有有效数据,跳过绘图。\n", "指标 'price_range_to_vol_ratio_n3_atr21' 没有有效数据,跳过绘图。\n", "指标 'price_range_to_vol_ratio_n7_atr5' 没有有效数据,跳过绘图。\n", "指标 'price_range_to_vol_ratio_n7_atr14' 没有有效数据,跳过绘图。\n", "指标 'price_range_to_vol_ratio_n7_atr21' 没有有效数据,跳过绘图。\n", "指标 'price_range_to_vol_ratio_n21_atr5' 没有有效数据,跳过绘图。\n", "指标 'price_range_to_vol_ratio_n21_atr14' 没有有效数据,跳过绘图。\n", "指标 'price_range_to_vol_ratio_n21_atr21' 没有有效数据,跳过绘图。\n", "指标 'conviction_n3_idx1' 没有有效数据,跳过绘图。\n", "指标 'z_atr_7_100' 没有有效数据,跳过绘图。\n", "指标 'z_atr_14_100' 没有有效数据,跳过绘图。\n", "指标 'fft_trend_46_2' 没有有效数据,跳过绘图。\n", "指标 'fft_trend_46_1' 没有有效数据,跳过绘图。\n", "指标 'atr_volume_7' 没有有效数据,跳过绘图。\n", "指标 'atr_volume_14' 没有有效数据,跳过绘图。\n", "指标 'atr_volume_21' 没有有效数据,跳过绘图。\n", "指标 'atr_volume_230' 没有有效数据,跳过绘图。\n", "指标 'fft_phase_46_0.5' 没有有效数据,跳过绘图。\n", "指标 'vol_skew_20_60' 没有有效数据,跳过绘图。\n", "指标 'vol_trend_rel_20_3' 没有有效数据,跳过绘图。\n", "\n", "所有指标分析完成。\n" ] } ], "execution_count": 5 } ], "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 }