795 lines
355 KiB
Plaintext
795 lines
355 KiB
Plaintext
{
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"cells": [
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{
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"cell_type": "code",
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"id": "522f09ca7b3fe929",
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"metadata": {
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"ExecuteTime": {
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"end_time": "2025-10-19T06:30:07.814040Z",
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"start_time": "2025-10-19T06:30:06.968311Z"
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}
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},
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"source": [
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"from datetime import datetime\n",
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"\n",
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"import sys\n",
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"\n",
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"if '/mnt/d/PyProject/NewQuant/' not in sys.path:\n",
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" sys.path.append('/mnt/d/PyProject/NewQuant/')\n",
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" \n",
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"from src.data_processing import load_raw_data\n",
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"%load_ext autoreload\n",
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"%autoreload 2\n",
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"\n"
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],
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"outputs": [],
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"execution_count": 1
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},
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{
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"cell_type": "code",
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"id": "c00ccfeec592844c",
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"metadata": {
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"ExecuteTime": {
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"end_time": "2025-10-19T06:30:08.226844Z",
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"start_time": "2025-10-19T06:30:07.822511Z"
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}
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},
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"source": [
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"from turtle import down\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.indicators.indicator_list import INDICATOR_LIST\n",
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"from src.indicators.indicators import *\n",
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"\n",
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"# 导入您自己的 SMC 策略\n",
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"from src.strategies.KalmanStrategy.KalmanStrategy2 import DualModeKalmanStrategy\n",
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"\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/KQ_m@SHFE_rb/KQ_m@SHFE_rb_min15.csv'\n"
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],
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"outputs": [],
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"execution_count": 2
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},
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{
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"cell_type": "code",
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"id": "7599fa7cd2cb3d45",
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"metadata": {
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"ExecuteTime": {
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"end_time": "2025-10-19T06:30:08.276053Z",
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"start_time": "2025-10-19T06:30:08.233422Z"
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}
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},
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"source": [
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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 = 0.0001 # 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', # 确保与数据文件中的 symbol 匹配\n",
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"}\n",
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"\n",
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"# 回测时间范围\n",
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"# start_time = datetime(2021, 1, 1)\n",
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"# end_time = datetime(2025, 1, 1)\n",
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"\n",
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"start_time = datetime(2025, 6, 1)\n",
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"end_time = datetime(2025, 10, 1)\n",
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"\n",
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"\n",
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"indicators = INDICATOR_LIST\n",
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"indicators = []\n",
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"\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"
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],
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"outputs": [],
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"execution_count": 3
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},
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{
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"cell_type": "code",
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"id": "f903fd2761d446cd",
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"metadata": {
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"ExecuteTime": {
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"end_time": "2025-10-19T06:30:51.160327Z",
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"start_time": "2025-10-19T06:30:08.282837Z"
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}
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},
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"source": [
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"from src.tqsdk_engine import TqsdkEngine\n",
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"from tqsdk import TqApi, TqBacktest, TqAuth\n",
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"from src.indicators.indicators import ROC_MA\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'], start_time=start_time,\n",
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" end_time=end_time)\n",
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"\n",
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"strategy_parameters = {\n",
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" '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",
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" 'trade_volume': 1,\n",
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" 'order_direction': ['SELL', 'BUY'],\n",
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" 'indicators': [PriceRangeToVolatilityRatio(7, 21, 4, 5), PriceRangeToVolatilityRatio(7, 21, 4, 5)],\n",
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" 'enable_log': False\n",
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"}\n",
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"\n",
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"\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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"api = TqApi(\n",
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" backtest=TqBacktest(start_dt=start_time, end_dt=end_time),\n",
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" auth=TqAuth(\"emanresu\", \"dfgvfgdfgg\"),\n",
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")\n",
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"# --- 1. 初始化回测引擎并运行 ---\n",
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"print(\"\\n初始化 Tqsdk 回测引擎...\")\n",
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"engine = TqsdkEngine(\n",
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" strategy_class=DualModeKalmanStrategy,\n",
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" strategy_params=strategy_parameters,\n",
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" api=api,\n",
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" symbol=global_config['symbol'],\n",
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" duration_seconds=60 * 15,\n",
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" roll_over_mode=True, # 启用换月模式检测\n",
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" start_time=start_time,\n",
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" end_time=end_time,\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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],
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"outputs": [
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{
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"name": "stderr",
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"output_type": "stream",
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"text": [
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"/home/liaozhaorun/miniconda3/envs/quant/lib/python3.12/site-packages/requests/__init__.py:86: RequestsDependencyWarning: Unable to find acceptable character detection dependency (chardet or charset_normalizer).\n",
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" warnings.warn(\n",
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||
"在使用天勤量化之前，默认您已经知晓并同意以下免责条款，如果不同意请立即停止使用：https://www.shinnytech.com/blog/disclaimer/\n"
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||
]
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||
},
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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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"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_min15.csv\n",
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"数据范围从 2020-12-31 14:45:00 到 2025-08-14 09:30:00\n",
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"总计 25470 条记录。\n",
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"\n",
|
||
"初始化回测引擎...\n",
|
||
" INFO - TqSdk free 版剩余 0 天到期，如需续费或升级请访问 https://account.shinnytech.com/ 或联系相关工作人员。\n",
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"\n",
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"初始化 Tqsdk 回测引擎...\n",
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"内存仓储已初始化，管理ID: 'src.strategies.HawkesStrategy.KalmanStrategy2.DualModeKalmanStrategy_c7bd93715d42fbef1ec746ee2635a5d3'\n",
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"TqsdkContext: 初始化完成。\n",
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"TqsdkContext: 已设置引擎引用。\n",
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"TqsdkEngine: 初始化完成。\n",
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"\n",
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"开始运行回测...\n",
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"TqsdkEngine: 开始运行回测，从 2025-06-01 00:00:00 到 2025-10-01 00:00:00\n",
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"DualModeKalmanStrategy 策略初始化回调被调用。\n",
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"Context: 订单已加入队列: Order(symbol='SHFE.rb2510', direction='BUY', volume=1, id='SHFE.rb2510_BUY_MARKET_0', price_type='LIMIT', limit_price=2995, stop_price=None, submitted_time=Timestamp('2025-06-26 22:30:00+0800', tz='Asia/Shanghai'), offset='OPEN')\n",
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"Engine: 处理订单请求: Order(symbol='SHFE.rb2510', direction='BUY', volume=1, id='SHFE.rb2510_BUY_MARKET_0', price_type='LIMIT', limit_price=2995, stop_price=None, submitted_time=Timestamp('2025-06-26 22:30:00+0800', tz='Asia/Shanghai'), offset='OPEN')\n",
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" INFO - 模拟交易下单 TQSIM, PYSDK_insert_6d002815bde371e9679eeff6ab3a2913: 时间: 2025-06-26 22:30:00.000000, 合约: SHFE.rb2510, 开平: OPEN, 方向: BUY, 手数: 1, 价格: 2995.0\n",
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" INFO - 模拟交易委托单 TQSIM, PYSDK_insert_6d002815bde371e9679eeff6ab3a2913: 全部成交\n",
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"Context: 订单已加入队列: Order(symbol='SHFE.rb2510', direction='CLOSE_LONG', volume=1, id='SHFE.rb2510_CLOSE_LONG_MARKET_1', price_type='MARKET', limit_price=None, stop_price=None, submitted_time=Timestamp('2025-06-30 21:15:00+0800', tz='Asia/Shanghai'), offset='CLOSE')\n",
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"Engine: 处理订单请求: Order(symbol='SHFE.rb2510', direction='CLOSE_LONG', volume=1, id='SHFE.rb2510_CLOSE_LONG_MARKET_1', price_type='MARKET', limit_price=None, stop_price=None, submitted_time=Timestamp('2025-06-30 21:15:00+0800', tz='Asia/Shanghai'), offset='CLOSE')\n",
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" INFO - 模拟交易下单 TQSIM, PYSDK_target_beee6bfdba88ae99ca624cd9f3ce2f3b: 时间: 2025-06-30 21:15:00.000000, 合约: SHFE.rb2510, 开平: CLOSE, 方向: SELL, 手数: 1, 价格: 2987.0\n",
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" INFO - 模拟交易委托单 TQSIM, PYSDK_target_beee6bfdba88ae99ca624cd9f3ce2f3b: 全部成交\n",
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"Context: 订单已加入队列: Order(symbol='SHFE.rb2510', direction='BUY', volume=1, id='SHFE.rb2510_BUY_MARKET_2', price_type='LIMIT', limit_price=3014, stop_price=None, submitted_time=Timestamp('2025-07-01 21:15:00+0800', tz='Asia/Shanghai'), offset='OPEN')\n",
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"Engine: 处理订单请求: Order(symbol='SHFE.rb2510', direction='BUY', volume=1, id='SHFE.rb2510_BUY_MARKET_2', price_type='LIMIT', limit_price=3014, stop_price=None, submitted_time=Timestamp('2025-07-01 21:15:00+0800', tz='Asia/Shanghai'), offset='OPEN')\n",
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||
" INFO - 模拟交易下单 TQSIM, PYSDK_insert_6dd75ae79e4ba3b47455ae5c7e77b734: 时间: 2025-07-01 21:15:00.000000, 合约: SHFE.rb2510, 开平: OPEN, 方向: BUY, 手数: 1, 价格: 3014.0\n",
|
||
" INFO - 模拟交易委托单 TQSIM, PYSDK_insert_6dd75ae79e4ba3b47455ae5c7e77b734: 全部成交\n",
|
||
"Context: 订单已加入队列: Order(symbol='SHFE.rb2510', direction='CLOSE_LONG', volume=1, id='SHFE.rb2510_CLOSE_LONG_MARKET_3', price_type='MARKET', limit_price=None, stop_price=None, submitted_time=Timestamp('2025-07-15 13:30:00+0800', tz='Asia/Shanghai'), offset='CLOSE')\n",
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"Engine: 处理订单请求: Order(symbol='SHFE.rb2510', direction='CLOSE_LONG', volume=1, id='SHFE.rb2510_CLOSE_LONG_MARKET_3', price_type='MARKET', limit_price=None, stop_price=None, submitted_time=Timestamp('2025-07-15 13:30:00+0800', tz='Asia/Shanghai'), offset='CLOSE')\n",
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" INFO - 模拟交易下单 TQSIM, PYSDK_target_65fa28a9de53ea759cef7a640c9f33bb: 时间: 2025-07-15 13:30:00.000000, 合约: SHFE.rb2510, 开平: CLOSE, 方向: SELL, 手数: 1, 价格: 3108.0\n",
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" INFO - 模拟交易委托单 TQSIM, PYSDK_target_65fa28a9de53ea759cef7a640c9f33bb: 全部成交\n",
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"Context: 订单已加入队列: Order(symbol='SHFE.rb2510', direction='BUY', volume=1, id='SHFE.rb2510_BUY_MARKET_4', price_type='LIMIT', limit_price=3180, stop_price=None, submitted_time=Timestamp('2025-07-18 21:15:00+0800', tz='Asia/Shanghai'), offset='OPEN')\n",
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"Engine: 处理订单请求: Order(symbol='SHFE.rb2510', direction='BUY', volume=1, id='SHFE.rb2510_BUY_MARKET_4', price_type='LIMIT', limit_price=3180, stop_price=None, submitted_time=Timestamp('2025-07-18 21:15:00+0800', tz='Asia/Shanghai'), offset='OPEN')\n",
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" INFO - 模拟交易下单 TQSIM, PYSDK_insert_89a26adf3a52ec844c1e57271d827611: 时间: 2025-07-18 21:15:00.000000, 合约: SHFE.rb2510, 开平: OPEN, 方向: BUY, 手数: 1, 价格: 3180.0\n",
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" INFO - 模拟交易委托单 TQSIM, PYSDK_insert_89a26adf3a52ec844c1e57271d827611: 全部成交\n",
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"Context: 订单已加入队列: Order(symbol='SHFE.rb2510', direction='CLOSE_LONG', volume=1, id='SHFE.rb2510_CLOSE_LONG_MARKET_5', price_type='MARKET', limit_price=None, stop_price=None, submitted_time=Timestamp('2025-07-28 09:00:00+0800', tz='Asia/Shanghai'), offset='CLOSE')\n",
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"Engine: 处理订单请求: Order(symbol='SHFE.rb2510', direction='CLOSE_LONG', volume=1, id='SHFE.rb2510_CLOSE_LONG_MARKET_5', price_type='MARKET', limit_price=None, stop_price=None, submitted_time=Timestamp('2025-07-28 09:00:00+0800', tz='Asia/Shanghai'), offset='CLOSE')\n",
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" INFO - 模拟交易下单 TQSIM, PYSDK_target_d6bf6ea9c1cbed5a7728d70d7c08c101: 时间: 2025-07-28 09:00:00.000000, 合约: SHFE.rb2510, 开平: CLOSE, 方向: SELL, 手数: 1, 价格: 3249.0\n",
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" INFO - 模拟交易委托单 TQSIM, PYSDK_target_d6bf6ea9c1cbed5a7728d70d7c08c101: 全部成交\n",
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||
"Context: 订单已加入队列: Order(symbol='SHFE.rb2510', direction='BUY', volume=1, id='SHFE.rb2510_BUY_MARKET_6', price_type='LIMIT', limit_price=3320, stop_price=None, submitted_time=Timestamp('2025-07-29 11:15:00+0800', tz='Asia/Shanghai'), offset='OPEN')\n",
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"Engine: 处理订单请求: Order(symbol='SHFE.rb2510', direction='BUY', volume=1, id='SHFE.rb2510_BUY_MARKET_6', price_type='LIMIT', limit_price=3320, stop_price=None, submitted_time=Timestamp('2025-07-29 11:15:00+0800', tz='Asia/Shanghai'), offset='OPEN')\n",
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" INFO - 模拟交易下单 TQSIM, PYSDK_insert_b61fde38f971505d50c793a95595d09b: 时间: 2025-07-29 11:15:00.000000, 合约: SHFE.rb2510, 开平: OPEN, 方向: BUY, 手数: 1, 价格: 3320.0\n",
|
||
" INFO - 模拟交易委托单 TQSIM, PYSDK_insert_b61fde38f971505d50c793a95595d09b: 全部成交\n",
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||
"Context: 订单已加入队列: Order(symbol='SHFE.rb2510', direction='CLOSE_LONG', volume=1, id='SHFE.rb2510_CLOSE_LONG_MARKET_7', price_type='MARKET', limit_price=None, stop_price=None, submitted_time=Timestamp('2025-07-30 14:15:00+0800', tz='Asia/Shanghai'), offset='CLOSE')\n",
|
||
"Engine: 处理订单请求: Order(symbol='SHFE.rb2510', direction='CLOSE_LONG', volume=1, id='SHFE.rb2510_CLOSE_LONG_MARKET_7', price_type='MARKET', limit_price=None, stop_price=None, submitted_time=Timestamp('2025-07-30 14:15:00+0800', tz='Asia/Shanghai'), offset='CLOSE')\n",
|
||
" INFO - 模拟交易下单 TQSIM, PYSDK_target_cd809e06343bde100900018193c8007c: 时间: 2025-07-30 14:15:00.000000, 合约: SHFE.rb2510, 开平: CLOSE, 方向: SELL, 手数: 1, 价格: 3294.0\n",
|
||
" INFO - 模拟交易委托单 TQSIM, PYSDK_target_cd809e06343bde100900018193c8007c: 全部成交\n",
|
||
"Context: 订单已加入队列: Order(symbol='SHFE.rb2510', direction='SELL', volume=1, id='SHFE.rb2510_SELL_MARKET_8', price_type='LIMIT', limit_price=3278, stop_price=None, submitted_time=Timestamp('2025-07-30 21:15:00+0800', tz='Asia/Shanghai'), offset='OPEN')\n",
|
||
"Engine: 处理订单请求: Order(symbol='SHFE.rb2510', direction='SELL', volume=1, id='SHFE.rb2510_SELL_MARKET_8', price_type='LIMIT', limit_price=3278, stop_price=None, submitted_time=Timestamp('2025-07-30 21:15:00+0800', tz='Asia/Shanghai'), offset='OPEN')\n",
|
||
" INFO - 模拟交易下单 TQSIM, PYSDK_insert_c4cd5e82c45ddd980c03c798dd7dfd57: 时间: 2025-07-30 21:15:00.000000, 合约: SHFE.rb2510, 开平: OPEN, 方向: SELL, 手数: 1, 价格: 3278.0\n",
|
||
" INFO - 模拟交易委托单 TQSIM, PYSDK_insert_c4cd5e82c45ddd980c03c798dd7dfd57: 全部成交\n",
|
||
"Context: 订单已加入队列: Order(symbol='SHFE.rb2510', direction='CLOSE_SHORT', volume=1, id='SHFE.rb2510_CLOSE_SHORT_MARKET_9', price_type='MARKET', limit_price=None, stop_price=None, submitted_time=Timestamp('2025-08-05 21:00:00+0800', tz='Asia/Shanghai'), offset='CLOSE')\n",
|
||
"Engine: 处理订单请求: Order(symbol='SHFE.rb2510', direction='CLOSE_SHORT', volume=1, id='SHFE.rb2510_CLOSE_SHORT_MARKET_9', price_type='MARKET', limit_price=None, stop_price=None, submitted_time=Timestamp('2025-08-05 21:00:00+0800', tz='Asia/Shanghai'), offset='CLOSE')\n",
|
||
" INFO - 模拟交易下单 TQSIM, PYSDK_target_7cc7c97528cd3275b65f4b0d59e11b2d: 时间: 2025-08-05 21:00:00.000000, 合约: SHFE.rb2510, 开平: CLOSE, 方向: BUY, 手数: 1, 价格: 3234.0\n",
|
||
" INFO - 模拟交易委托单 TQSIM, PYSDK_target_7cc7c97528cd3275b65f4b0d59e11b2d: 全部成交\n",
|
||
"Context: 订单已加入队列: Order(symbol='SHFE.rb2510', direction='SELL', volume=1, id='SHFE.rb2510_SELL_MARKET_10', price_type='LIMIT', limit_price=3209, stop_price=None, submitted_time=Timestamp('2025-08-13 21:15:00+0800', tz='Asia/Shanghai'), offset='OPEN')\n",
|
||
"Engine: 处理订单请求: Order(symbol='SHFE.rb2510', direction='SELL', volume=1, id='SHFE.rb2510_SELL_MARKET_10', price_type='LIMIT', limit_price=3209, stop_price=None, submitted_time=Timestamp('2025-08-13 21:15:00+0800', tz='Asia/Shanghai'), offset='OPEN')\n",
|
||
" INFO - 模拟交易下单 TQSIM, PYSDK_insert_c1967ceb33977250525c7b5d50362f0f: 时间: 2025-08-13 21:15:00.000000, 合约: SHFE.rb2510, 开平: OPEN, 方向: SELL, 手数: 1, 价格: 3209.0\n",
|
||
" INFO - 模拟交易委托单 TQSIM, PYSDK_insert_c1967ceb33977250525c7b5d50362f0f: 全部成交\n",
|
||
"Context: 订单已加入队列: Order(symbol='SHFE.rb2510', direction='CLOSE_SHORT', volume=1, id='SHFE.rb2510_CLOSE_SHORT_MARKET_11', price_type='MARKET', limit_price=None, stop_price=None, submitted_time=Timestamp('2025-08-22 21:30:00+0800', tz='Asia/Shanghai'), offset='CLOSE')\n",
|
||
"Engine: 处理订单请求: Order(symbol='SHFE.rb2510', direction='CLOSE_SHORT', volume=1, id='SHFE.rb2510_CLOSE_SHORT_MARKET_11', price_type='MARKET', limit_price=None, stop_price=None, submitted_time=Timestamp('2025-08-22 21:30:00+0800', tz='Asia/Shanghai'), offset='CLOSE')\n",
|
||
" INFO - 模拟交易下单 TQSIM, PYSDK_target_ef23037e39ab68f8630f354b07558822: 时间: 2025-08-22 21:30:00.000000, 合约: SHFE.rb2510, 开平: CLOSE, 方向: BUY, 手数: 1, 价格: 3144.0\n",
|
||
" INFO - 模拟交易委托单 TQSIM, PYSDK_target_ef23037e39ab68f8630f354b07558822: 全部成交\n",
|
||
"TqsdkEngine: 检测到换月信号！从 SHFE.rb2601 切换到 SHFE.rb2601\n",
|
||
"回测结束：没有需要平仓的持仓。\n",
|
||
"Context: 订单已加入队列: Order(symbol='SHFE.rb2601', direction='BUY', volume=1, id='SHFE.rb2601_BUY_MARKET_12', price_type='LIMIT', limit_price=3141, stop_price=None, submitted_time=Timestamp('2025-09-05 14:00:00+0800', tz='Asia/Shanghai'), offset='OPEN')\n",
|
||
"Engine: 处理订单请求: Order(symbol='SHFE.rb2601', direction='BUY', volume=1, id='SHFE.rb2601_BUY_MARKET_12', price_type='LIMIT', limit_price=3141, stop_price=None, submitted_time=Timestamp('2025-09-05 14:00:00+0800', tz='Asia/Shanghai'), offset='OPEN')\n",
|
||
" INFO - 模拟交易下单 TQSIM, PYSDK_insert_61c801ceffcb4703782d6de986bf3cd0: 时间: 2025-09-05 14:00:00.000000, 合约: SHFE.rb2601, 开平: OPEN, 方向: BUY, 手数: 1, 价格: 3141.0\n",
|
||
" INFO - 模拟交易委托单 TQSIM, PYSDK_insert_61c801ceffcb4703782d6de986bf3cd0: 全部成交\n",
|
||
"Context: 订单已加入队列: Order(symbol='SHFE.rb2601', direction='CLOSE_LONG', volume=1, id='SHFE.rb2601_CLOSE_LONG_MARKET_13', price_type='MARKET', limit_price=None, stop_price=None, submitted_time=Timestamp('2025-09-05 22:30:00+0800', tz='Asia/Shanghai'), offset='CLOSE')\n",
|
||
"Engine: 处理订单请求: Order(symbol='SHFE.rb2601', direction='CLOSE_LONG', volume=1, id='SHFE.rb2601_CLOSE_LONG_MARKET_13', price_type='MARKET', limit_price=None, stop_price=None, submitted_time=Timestamp('2025-09-05 22:30:00+0800', tz='Asia/Shanghai'), offset='CLOSE')\n",
|
||
" INFO - 模拟交易下单 TQSIM, PYSDK_target_989107326c47cd316aaea3e417db5127: 时间: 2025-09-05 22:30:00.000000, 合约: SHFE.rb2601, 开平: CLOSE, 方向: SELL, 手数: 1, 价格: 3121.0\n",
|
||
" INFO - 模拟交易委托单 TQSIM, PYSDK_target_989107326c47cd316aaea3e417db5127: 全部成交\n",
|
||
"Context: 订单已加入队列: Order(symbol='SHFE.rb2601', direction='SELL', volume=1, id='SHFE.rb2601_SELL_MARKET_14', price_type='LIMIT', limit_price=3094, stop_price=None, submitted_time=Timestamp('2025-09-09 21:30:00+0800', tz='Asia/Shanghai'), offset='OPEN')\n",
|
||
"Engine: 处理订单请求: Order(symbol='SHFE.rb2601', direction='SELL', volume=1, id='SHFE.rb2601_SELL_MARKET_14', price_type='LIMIT', limit_price=3094, stop_price=None, submitted_time=Timestamp('2025-09-09 21:30:00+0800', tz='Asia/Shanghai'), offset='OPEN')\n",
|
||
" INFO - 模拟交易下单 TQSIM, PYSDK_insert_7393718e06ba6c2d616e278a16bddf3b: 时间: 2025-09-09 21:30:00.000000, 合约: SHFE.rb2601, 开平: OPEN, 方向: SELL, 手数: 1, 价格: 3094.0\n",
|
||
" INFO - 模拟交易委托单 TQSIM, PYSDK_insert_7393718e06ba6c2d616e278a16bddf3b: 全部成交\n",
|
||
"Context: 订单已加入队列: Order(symbol='SHFE.rb2601', direction='CLOSE_SHORT', volume=1, id='SHFE.rb2601_CLOSE_SHORT_MARKET_15', price_type='MARKET', limit_price=None, stop_price=None, submitted_time=Timestamp('2025-09-10 09:45:00+0800', tz='Asia/Shanghai'), offset='CLOSE')\n",
|
||
"Engine: 处理订单请求: Order(symbol='SHFE.rb2601', direction='CLOSE_SHORT', volume=1, id='SHFE.rb2601_CLOSE_SHORT_MARKET_15', price_type='MARKET', limit_price=None, stop_price=None, submitted_time=Timestamp('2025-09-10 09:45:00+0800', tz='Asia/Shanghai'), offset='CLOSE')\n",
|
||
" INFO - 模拟交易下单 TQSIM, PYSDK_target_10f32ba307f98d1fae1a4d20dd088491: 时间: 2025-09-10 09:45:00.000000, 合约: SHFE.rb2601, 开平: CLOSETODAY, 方向: BUY, 手数: 1, 价格: 3110.0\n",
|
||
" INFO - 模拟交易委托单 TQSIM, PYSDK_target_10f32ba307f98d1fae1a4d20dd088491: 全部成交\n",
|
||
"Context: 订单已加入队列: Order(symbol='SHFE.rb2601', direction='BUY', volume=1, id='SHFE.rb2601_BUY_MARKET_16', price_type='LIMIT', limit_price=3115, stop_price=None, submitted_time=Timestamp('2025-09-12 11:15:00+0800', tz='Asia/Shanghai'), offset='OPEN')\n",
|
||
"Engine: 处理订单请求: Order(symbol='SHFE.rb2601', direction='BUY', volume=1, id='SHFE.rb2601_BUY_MARKET_16', price_type='LIMIT', limit_price=3115, stop_price=None, submitted_time=Timestamp('2025-09-12 11:15:00+0800', tz='Asia/Shanghai'), offset='OPEN')\n",
|
||
" INFO - 模拟交易下单 TQSIM, PYSDK_insert_a9c25f5eca9c0209be2fb2c388cb2af3: 时间: 2025-09-12 11:15:00.000000, 合约: SHFE.rb2601, 开平: OPEN, 方向: BUY, 手数: 1, 价格: 3115.0\n",
|
||
" INFO - 模拟交易委托单 TQSIM, PYSDK_insert_a9c25f5eca9c0209be2fb2c388cb2af3: 全部成交\n",
|
||
"Context: 订单已加入队列: Order(symbol='SHFE.rb2601', direction='CLOSE_LONG', volume=1, id='SHFE.rb2601_CLOSE_LONG_MARKET_17', price_type='MARKET', limit_price=None, stop_price=None, submitted_time=Timestamp('2025-09-18 10:45:00+0800', tz='Asia/Shanghai'), offset='CLOSE')\n",
|
||
"Engine: 处理订单请求: Order(symbol='SHFE.rb2601', direction='CLOSE_LONG', volume=1, id='SHFE.rb2601_CLOSE_LONG_MARKET_17', price_type='MARKET', limit_price=None, stop_price=None, submitted_time=Timestamp('2025-09-18 10:45:00+0800', tz='Asia/Shanghai'), offset='CLOSE')\n",
|
||
" INFO - 模拟交易下单 TQSIM, PYSDK_target_09fedfe7f7f15b9362444fcd8ee381ca: 时间: 2025-09-18 10:45:00.000000, 合约: SHFE.rb2601, 开平: CLOSE, 方向: SELL, 手数: 1, 价格: 3134.0\n",
|
||
" INFO - 模拟交易委托单 TQSIM, PYSDK_target_09fedfe7f7f15b9362444fcd8ee381ca: 全部成交\n",
|
||
"Context: 订单已加入队列: Order(symbol='SHFE.rb2601', direction='SELL', volume=1, id='SHFE.rb2601_SELL_MARKET_18', price_type='LIMIT', limit_price=3113, stop_price=None, submitted_time=Timestamp('2025-09-26 21:00:00+0800', tz='Asia/Shanghai'), offset='OPEN')\n",
|
||
"Engine: 处理订单请求: Order(symbol='SHFE.rb2601', direction='SELL', volume=1, id='SHFE.rb2601_SELL_MARKET_18', price_type='LIMIT', limit_price=3113, stop_price=None, submitted_time=Timestamp('2025-09-26 21:00:00+0800', tz='Asia/Shanghai'), offset='OPEN')\n",
|
||
" INFO - 模拟交易下单 TQSIM, PYSDK_insert_2f97ffcd51216e6c3767b412a2aac199: 时间: 2025-09-26 21:00:00.000000, 合约: SHFE.rb2601, 开平: OPEN, 方向: SELL, 手数: 1, 价格: 3113.0\n",
|
||
" INFO - 模拟交易委托单 TQSIM, PYSDK_insert_2f97ffcd51216e6c3767b412a2aac199: 全部成交\n",
|
||
" INFO - 回测结束\n",
|
||
" INFO - 模拟交易成交记录, 账户: TQSIM\n",
|
||
" INFO - 时间: 2025-06-26 22:30:00.000000, 合约: SHFE.rb2510, 开平: OPEN, 方向: BUY, 手数: 1, 价格: 2995.000,手续费: 2.98\n",
|
||
" INFO - 时间: 2025-06-30 21:15:00.000000, 合约: SHFE.rb2510, 开平: CLOSE, 方向: SELL, 手数: 1, 价格: 2987.000,手续费: 2.98\n",
|
||
" INFO - 时间: 2025-07-01 21:15:00.000000, 合约: SHFE.rb2510, 开平: OPEN, 方向: BUY, 手数: 1, 价格: 3014.000,手续费: 2.98\n",
|
||
" INFO - 时间: 2025-07-15 13:30:00.000000, 合约: SHFE.rb2510, 开平: CLOSE, 方向: SELL, 手数: 1, 价格: 3108.000,手续费: 2.98\n",
|
||
" INFO - 时间: 2025-07-18 21:15:00.000000, 合约: SHFE.rb2510, 开平: OPEN, 方向: BUY, 手数: 1, 价格: 3180.000,手续费: 2.98\n",
|
||
" INFO - 时间: 2025-07-28 09:00:00.000000, 合约: SHFE.rb2510, 开平: CLOSE, 方向: SELL, 手数: 1, 价格: 3249.000,手续费: 2.98\n",
|
||
" INFO - 时间: 2025-07-29 11:15:00.000000, 合约: SHFE.rb2510, 开平: OPEN, 方向: BUY, 手数: 1, 价格: 3320.000,手续费: 2.98\n",
|
||
" INFO - 时间: 2025-07-30 14:15:00.000000, 合约: SHFE.rb2510, 开平: CLOSE, 方向: SELL, 手数: 1, 价格: 3294.000,手续费: 2.98\n",
|
||
" INFO - 时间: 2025-07-30 21:15:00.000000, 合约: SHFE.rb2510, 开平: OPEN, 方向: SELL, 手数: 1, 价格: 3278.000,手续费: 2.98\n",
|
||
" INFO - 时间: 2025-08-05 21:00:00.000000, 合约: SHFE.rb2510, 开平: CLOSE, 方向: BUY, 手数: 1, 价格: 3234.000,手续费: 2.98\n",
|
||
" INFO - 时间: 2025-08-13 21:15:00.000000, 合约: SHFE.rb2510, 开平: OPEN, 方向: SELL, 手数: 1, 价格: 3209.000,手续费: 2.98\n",
|
||
" INFO - 时间: 2025-08-22 21:30:00.000000, 合约: SHFE.rb2510, 开平: CLOSE, 方向: BUY, 手数: 1, 价格: 3144.000,手续费: 2.98\n",
|
||
" INFO - 时间: 2025-09-05 14:00:00.000000, 合约: SHFE.rb2601, 开平: OPEN, 方向: BUY, 手数: 1, 价格: 3141.000,手续费: 3.05\n",
|
||
" INFO - 时间: 2025-09-05 22:30:00.000000, 合约: SHFE.rb2601, 开平: CLOSE, 方向: SELL, 手数: 1, 价格: 3121.000,手续费: 3.05\n",
|
||
" INFO - 时间: 2025-09-09 21:30:00.000000, 合约: SHFE.rb2601, 开平: OPEN, 方向: SELL, 手数: 1, 价格: 3094.000,手续费: 3.05\n",
|
||
" INFO - 时间: 2025-09-10 09:45:00.000000, 合约: SHFE.rb2601, 开平: CLOSETODAY, 方向: BUY, 手数: 1, 价格: 3110.000,手续费: 3.05\n",
|
||
" INFO - 时间: 2025-09-12 11:15:00.000000, 合约: SHFE.rb2601, 开平: OPEN, 方向: BUY, 手数: 1, 价格: 3115.000,手续费: 3.05\n",
|
||
" INFO - 时间: 2025-09-18 10:45:00.000000, 合约: SHFE.rb2601, 开平: CLOSE, 方向: SELL, 手数: 1, 价格: 3134.000,手续费: 3.05\n",
|
||
" INFO - 时间: 2025-09-26 21:00:00.000000, 合约: SHFE.rb2601, 开平: OPEN, 方向: SELL, 手数: 1, 价格: 3113.000,手续费: 3.05\n",
|
||
" INFO - 模拟交易账户资金, 账户: TQSIM\n",
|
||
" INFO - 日期: 2025-06-02, 账户权益: 10000000.00, 可用资金: 10000000.00, 浮动盈亏: 0.00, 持仓盈亏: 0.00, 平仓盈亏: 0.00, 市值: 0.00, 保证金: 0.00, 手续费: 0.00, 风险度: 0.00%\n",
|
||
" INFO - 日期: 2025-06-03, 账户权益: 10000000.00, 可用资金: 10000000.00, 浮动盈亏: 0.00, 持仓盈亏: 0.00, 平仓盈亏: 0.00, 市值: 0.00, 保证金: 0.00, 手续费: 0.00, 风险度: 0.00%\n",
|
||
" INFO - 日期: 2025-06-04, 账户权益: 10000000.00, 可用资金: 10000000.00, 浮动盈亏: 0.00, 持仓盈亏: 0.00, 平仓盈亏: 0.00, 市值: 0.00, 保证金: 0.00, 手续费: 0.00, 风险度: 0.00%\n",
|
||
" INFO - 日期: 2025-06-05, 账户权益: 10000000.00, 可用资金: 10000000.00, 浮动盈亏: 0.00, 持仓盈亏: 0.00, 平仓盈亏: 0.00, 市值: 0.00, 保证金: 0.00, 手续费: 0.00, 风险度: 0.00%\n",
|
||
" INFO - 日期: 2025-06-06, 账户权益: 10000000.00, 可用资金: 10000000.00, 浮动盈亏: 0.00, 持仓盈亏: 0.00, 平仓盈亏: 0.00, 市值: 0.00, 保证金: 0.00, 手续费: 0.00, 风险度: 0.00%\n",
|
||
" INFO - 日期: 2025-06-09, 账户权益: 10000000.00, 可用资金: 10000000.00, 浮动盈亏: 0.00, 持仓盈亏: 0.00, 平仓盈亏: 0.00, 市值: 0.00, 保证金: 0.00, 手续费: 0.00, 风险度: 0.00%\n",
|
||
" INFO - 日期: 2025-06-10, 账户权益: 10000000.00, 可用资金: 10000000.00, 浮动盈亏: 0.00, 持仓盈亏: 0.00, 平仓盈亏: 0.00, 市值: 0.00, 保证金: 0.00, 手续费: 0.00, 风险度: 0.00%\n",
|
||
" INFO - 日期: 2025-06-11, 账户权益: 10000000.00, 可用资金: 10000000.00, 浮动盈亏: 0.00, 持仓盈亏: 0.00, 平仓盈亏: 0.00, 市值: 0.00, 保证金: 0.00, 手续费: 0.00, 风险度: 0.00%\n",
|
||
" INFO - 日期: 2025-06-12, 账户权益: 10000000.00, 可用资金: 10000000.00, 浮动盈亏: 0.00, 持仓盈亏: 0.00, 平仓盈亏: 0.00, 市值: 0.00, 保证金: 0.00, 手续费: 0.00, 风险度: 0.00%\n",
|
||
" INFO - 日期: 2025-06-13, 账户权益: 10000000.00, 可用资金: 10000000.00, 浮动盈亏: 0.00, 持仓盈亏: 0.00, 平仓盈亏: 0.00, 市值: 0.00, 保证金: 0.00, 手续费: 0.00, 风险度: 0.00%\n",
|
||
" INFO - 日期: 2025-06-16, 账户权益: 10000000.00, 可用资金: 10000000.00, 浮动盈亏: 0.00, 持仓盈亏: 0.00, 平仓盈亏: 0.00, 市值: 0.00, 保证金: 0.00, 手续费: 0.00, 风险度: 0.00%\n",
|
||
" INFO - 日期: 2025-06-17, 账户权益: 10000000.00, 可用资金: 10000000.00, 浮动盈亏: 0.00, 持仓盈亏: 0.00, 平仓盈亏: 0.00, 市值: 0.00, 保证金: 0.00, 手续费: 0.00, 风险度: 0.00%\n",
|
||
" INFO - 日期: 2025-06-18, 账户权益: 10000000.00, 可用资金: 10000000.00, 浮动盈亏: 0.00, 持仓盈亏: 0.00, 平仓盈亏: 0.00, 市值: 0.00, 保证金: 0.00, 手续费: 0.00, 风险度: 0.00%\n",
|
||
" INFO - 日期: 2025-06-19, 账户权益: 10000000.00, 可用资金: 10000000.00, 浮动盈亏: 0.00, 持仓盈亏: 0.00, 平仓盈亏: 0.00, 市值: 0.00, 保证金: 0.00, 手续费: 0.00, 风险度: 0.00%\n",
|
||
" INFO - 日期: 2025-06-20, 账户权益: 10000000.00, 可用资金: 10000000.00, 浮动盈亏: 0.00, 持仓盈亏: 0.00, 平仓盈亏: 0.00, 市值: 0.00, 保证金: 0.00, 手续费: 0.00, 风险度: 0.00%\n",
|
||
" INFO - 日期: 2025-06-23, 账户权益: 10000000.00, 可用资金: 10000000.00, 浮动盈亏: 0.00, 持仓盈亏: 0.00, 平仓盈亏: 0.00, 市值: 0.00, 保证金: 0.00, 手续费: 0.00, 风险度: 0.00%\n",
|
||
" INFO - 日期: 2025-06-24, 账户权益: 10000000.00, 可用资金: 10000000.00, 浮动盈亏: 0.00, 持仓盈亏: 0.00, 平仓盈亏: 0.00, 市值: 0.00, 保证金: 0.00, 手续费: 0.00, 风险度: 0.00%\n",
|
||
" INFO - 日期: 2025-06-25, 账户权益: 10000000.00, 可用资金: 10000000.00, 浮动盈亏: 0.00, 持仓盈亏: 0.00, 平仓盈亏: 0.00, 市值: 0.00, 保证金: 0.00, 手续费: 0.00, 风险度: 0.00%\n",
|
||
" INFO - 日期: 2025-06-26, 账户权益: 10000000.00, 可用资金: 10000000.00, 浮动盈亏: 0.00, 持仓盈亏: 0.00, 平仓盈亏: 0.00, 市值: 0.00, 保证金: 0.00, 手续费: 0.00, 风险度: 0.00%\n",
|
||
" INFO - 日期: 2025-06-27, 账户权益: 9999997.03, 可用资金: 9997617.03, 浮动盈亏: 0.00, 持仓盈亏: 0.00, 平仓盈亏: 0.00, 市值: 0.00, 保证金: 2380.00, 手续费: 2.98, 风险度: 0.02%\n",
|
||
" INFO - 日期: 2025-06-30, 账户权益: 10000017.03, 可用资金: 9997637.03, 浮动盈亏: 20.00, 持仓盈亏: 20.00, 平仓盈亏: 0.00, 市值: 0.00, 保证金: 2380.00, 手续费: 0.00, 风险度: 0.02%\n",
|
||
" INFO - 日期: 2025-07-01, 账户权益: 9999914.05, 可用资金: 9999914.05, 浮动盈亏: 0.00, 持仓盈亏: 0.00, 平仓盈亏: -100.00, 市值: 0.00, 保证金: 0.00, 手续费: 2.98, 风险度: 0.00%\n",
|
||
" INFO - 日期: 2025-07-02, 账户权益: 10000421.08, 可用资金: 9998041.08, 浮动盈亏: 510.00, 持仓盈亏: 510.00, 平仓盈亏: 0.00, 市值: 0.00, 保证金: 2380.00, 手续费: 2.98, 风险度: 0.02%\n",
|
||
" INFO - 日期: 2025-07-03, 账户权益: 10000531.08, 可用资金: 9998151.08, 浮动盈亏: 620.00, 持仓盈亏: 110.00, 平仓盈亏: 0.00, 市值: 0.00, 保证金: 2380.00, 手续费: 0.00, 风险度: 0.02%\n",
|
||
" INFO - 日期: 2025-07-04, 账户权益: 10000491.08, 可用资金: 9998111.08, 浮动盈亏: 580.00, 持仓盈亏: -40.00, 平仓盈亏: 0.00, 市值: 0.00, 保证金: 2380.00, 手续费: 0.00, 风险度: 0.02%\n",
|
||
" INFO - 日期: 2025-07-07, 账户权益: 10000381.08, 可用资金: 9998001.08, 浮动盈亏: 470.00, 持仓盈亏: -110.00, 平仓盈亏: 0.00, 市值: 0.00, 保证金: 2380.00, 手续费: 0.00, 风险度: 0.02%\n",
|
||
" INFO - 日期: 2025-07-08, 账户权益: 10000401.08, 可用资金: 9998021.08, 浮动盈亏: 490.00, 持仓盈亏: 20.00, 平仓盈亏: 0.00, 市值: 0.00, 保证金: 2380.00, 手续费: 0.00, 风险度: 0.02%\n",
|
||
" INFO - 日期: 2025-07-09, 账户权益: 10000401.08, 可用资金: 9998021.08, 浮动盈亏: 490.00, 持仓盈亏: 0.00, 平仓盈亏: 0.00, 市值: 0.00, 保证金: 2380.00, 手续费: 0.00, 风险度: 0.02%\n",
|
||
" INFO - 日期: 2025-07-10, 账户权益: 10001001.08, 可用资金: 9998621.08, 浮动盈亏: 1090.00, 持仓盈亏: 600.00, 平仓盈亏: 0.00, 市值: 0.00, 保证金: 2380.00, 手续费: 0.00, 风险度: 0.02%\n",
|
||
" INFO - 日期: 2025-07-11, 账户权益: 10001101.08, 可用资金: 9998721.08, 浮动盈亏: 1190.00, 持仓盈亏: 100.00, 平仓盈亏: 0.00, 市值: 0.00, 保证金: 2380.00, 手续费: 0.00, 风险度: 0.02%\n",
|
||
" INFO - 日期: 2025-07-14, 账户权益: 10001151.08, 可用资金: 9998771.08, 浮动盈亏: 1240.00, 持仓盈亏: 50.00, 平仓盈亏: 0.00, 市值: 0.00, 保证金: 2380.00, 手续费: 0.00, 风险度: 0.02%\n",
|
||
" INFO - 日期: 2025-07-15, 账户权益: 10000848.10, 可用资金: 10000848.10, 浮动盈亏: 0.00, 持仓盈亏: 0.00, 平仓盈亏: -300.00, 市值: 0.00, 保证金: 0.00, 手续费: 2.98, 风险度: 0.00%\n",
|
||
" INFO - 日期: 2025-07-16, 账户权益: 10000848.10, 可用资金: 10000848.10, 浮动盈亏: 0.00, 持仓盈亏: 0.00, 平仓盈亏: 0.00, 市值: 0.00, 保证金: 0.00, 手续费: 0.00, 风险度: 0.00%\n",
|
||
" INFO - 日期: 2025-07-17, 账户权益: 10000848.10, 可用资金: 10000848.10, 浮动盈亏: 0.00, 持仓盈亏: 0.00, 平仓盈亏: 0.00, 市值: 0.00, 保证金: 0.00, 手续费: 0.00, 风险度: 0.00%\n",
|
||
" INFO - 日期: 2025-07-18, 账户权益: 10000848.10, 可用资金: 10000848.10, 浮动盈亏: 0.00, 持仓盈亏: 0.00, 平仓盈亏: 0.00, 市值: 0.00, 保证金: 0.00, 手续费: 0.00, 风险度: 0.00%\n",
|
||
" INFO - 日期: 2025-07-21, 账户权益: 10001285.13, 可用资金: 9998905.13, 浮动盈亏: 440.00, 持仓盈亏: 440.00, 平仓盈亏: 0.00, 市值: 0.00, 保证金: 2380.00, 手续费: 2.98, 风险度: 0.02%\n",
|
||
" INFO - 日期: 2025-07-22, 账户权益: 10002115.13, 可用资金: 9999735.13, 浮动盈亏: 1270.00, 持仓盈亏: 830.00, 平仓盈亏: 0.00, 市值: 0.00, 保证金: 2380.00, 手续费: 0.00, 风险度: 0.02%\n",
|
||
" INFO - 日期: 2025-07-23, 账户权益: 10001785.13, 可用资金: 9999405.13, 浮动盈亏: 940.00, 持仓盈亏: -330.00, 平仓盈亏: 0.00, 市值: 0.00, 保证金: 2380.00, 手续费: 0.00, 风险度: 0.02%\n",
|
||
" INFO - 日期: 2025-07-24, 账户权益: 10001985.13, 可用资金: 9999605.13, 浮动盈亏: 1140.00, 持仓盈亏: 200.00, 平仓盈亏: 0.00, 市值: 0.00, 保证金: 2380.00, 手续费: 0.00, 风险度: 0.02%\n",
|
||
" INFO - 日期: 2025-07-25, 账户权益: 10002605.13, 可用资金: 10000225.13, 浮动盈亏: 1760.00, 持仓盈亏: 620.00, 平仓盈亏: 0.00, 市值: 0.00, 保证金: 2380.00, 手续费: 0.00, 风险度: 0.02%\n",
|
||
" INFO - 日期: 2025-07-28, 账户权益: 10001532.15, 可用资金: 10001532.15, 浮动盈亏: 0.00, 持仓盈亏: 0.00, 平仓盈亏: -1070.00, 市值: 0.00, 保证金: 0.00, 手续费: 2.98, 风险度: 0.00%\n",
|
||
" INFO - 日期: 2025-07-29, 账户权益: 10001799.18, 可用资金: 9999419.18, 浮动盈亏: 270.00, 持仓盈亏: 270.00, 平仓盈亏: 0.00, 市值: 0.00, 保证金: 2380.00, 手续费: 2.98, 风险度: 0.02%\n",
|
||
" INFO - 日期: 2025-07-30, 账户权益: 10001266.20, 可用资金: 10001266.20, 浮动盈亏: 0.00, 持仓盈亏: 0.00, 平仓盈亏: -530.00, 市值: 0.00, 保证金: 0.00, 手续费: 2.98, 风险度: 0.00%\n",
|
||
" INFO - 日期: 2025-07-31, 账户权益: 10001993.23, 可用资金: 9999613.23, 浮动盈亏: 730.00, 持仓盈亏: 730.00, 平仓盈亏: 0.00, 市值: 0.00, 保证金: 2380.00, 手续费: 2.98, 风险度: 0.02%\n",
|
||
" INFO - 日期: 2025-08-01, 账户权益: 10002013.23, 可用资金: 9999633.23, 浮动盈亏: 750.00, 持仓盈亏: 20.00, 平仓盈亏: 0.00, 市值: 0.00, 保证金: 2380.00, 手续费: 0.00, 风险度: 0.02%\n",
|
||
" INFO - 日期: 2025-08-04, 账户权益: 10002003.23, 可用资金: 9999623.23, 浮动盈亏: 740.00, 持仓盈亏: -10.00, 平仓盈亏: 0.00, 市值: 0.00, 保证金: 2380.00, 手续费: 0.00, 风险度: 0.02%\n",
|
||
" INFO - 日期: 2025-08-05, 账户权益: 10001713.23, 可用资金: 9999333.23, 浮动盈亏: 450.00, 持仓盈亏: -290.00, 平仓盈亏: 0.00, 市值: 0.00, 保证金: 2380.00, 手续费: 0.00, 风险度: 0.02%\n",
|
||
" INFO - 日期: 2025-08-06, 账户权益: 10001700.25, 可用资金: 10001700.25, 浮动盈亏: 0.00, 持仓盈亏: 0.00, 平仓盈亏: -10.00, 市值: 0.00, 保证金: 0.00, 手续费: 2.98, 风险度: 0.00%\n",
|
||
" INFO - 日期: 2025-08-07, 账户权益: 10001700.25, 可用资金: 10001700.25, 浮动盈亏: 0.00, 持仓盈亏: 0.00, 平仓盈亏: 0.00, 市值: 0.00, 保证金: 0.00, 手续费: 0.00, 风险度: 0.00%\n",
|
||
" INFO - 日期: 2025-08-08, 账户权益: 10001700.25, 可用资金: 10001700.25, 浮动盈亏: 0.00, 持仓盈亏: 0.00, 平仓盈亏: 0.00, 市值: 0.00, 保证金: 0.00, 手续费: 0.00, 风险度: 0.00%\n",
|
||
" INFO - 日期: 2025-08-11, 账户权益: 10001700.25, 可用资金: 10001700.25, 浮动盈亏: 0.00, 持仓盈亏: 0.00, 平仓盈亏: 0.00, 市值: 0.00, 保证金: 0.00, 手续费: 0.00, 风险度: 0.00%\n",
|
||
" INFO - 日期: 2025-08-12, 账户权益: 10001700.25, 可用资金: 10001700.25, 浮动盈亏: 0.00, 持仓盈亏: 0.00, 平仓盈亏: 0.00, 市值: 0.00, 保证金: 0.00, 手续费: 0.00, 风险度: 0.00%\n",
|
||
" INFO - 日期: 2025-08-13, 账户权益: 10001700.25, 可用资金: 10001700.25, 浮动盈亏: 0.00, 持仓盈亏: 0.00, 平仓盈亏: 0.00, 市值: 0.00, 保证金: 0.00, 手续费: 0.00, 风险度: 0.00%\n",
|
||
" INFO - 日期: 2025-08-14, 账户权益: 10001897.28, 可用资金: 9999517.28, 浮动盈亏: 200.00, 持仓盈亏: 200.00, 平仓盈亏: 0.00, 市值: 0.00, 保证金: 2380.00, 手续费: 2.98, 风险度: 0.02%\n",
|
||
" INFO - 日期: 2025-08-15, 账户权益: 10001907.28, 可用资金: 9999527.28, 浮动盈亏: 210.00, 持仓盈亏: 10.00, 平仓盈亏: 0.00, 市值: 0.00, 保证金: 2380.00, 手续费: 0.00, 风险度: 0.02%\n",
|
||
" INFO - 日期: 2025-08-18, 账户权益: 10002237.28, 可用资金: 9999857.28, 浮动盈亏: 540.00, 持仓盈亏: 330.00, 平仓盈亏: 0.00, 市值: 0.00, 保证金: 2380.00, 手续费: 0.00, 风险度: 0.02%\n",
|
||
" INFO - 日期: 2025-08-19, 账户权益: 10002527.28, 可用资金: 10000147.28, 浮动盈亏: 830.00, 持仓盈亏: 290.00, 平仓盈亏: 0.00, 市值: 0.00, 保证金: 2380.00, 手续费: 0.00, 风险度: 0.02%\n",
|
||
" INFO - 日期: 2025-08-20, 账户权益: 10002467.28, 可用资金: 10000087.28, 浮动盈亏: 770.00, 持仓盈亏: -60.00, 平仓盈亏: 0.00, 市值: 0.00, 保证金: 2380.00, 手续费: 0.00, 风险度: 0.02%\n",
|
||
" INFO - 日期: 2025-08-21, 账户权益: 10002577.28, 可用资金: 10000197.28, 浮动盈亏: 880.00, 持仓盈亏: 110.00, 平仓盈亏: 0.00, 市值: 0.00, 保证金: 2380.00, 手续费: 0.00, 风险度: 0.02%\n",
|
||
" INFO - 日期: 2025-08-22, 账户权益: 10002597.28, 可用资金: 10000217.28, 浮动盈亏: 900.00, 持仓盈亏: 20.00, 平仓盈亏: 0.00, 市值: 0.00, 保证金: 2380.00, 手续费: 0.00, 风险度: 0.02%\n",
|
||
" INFO - 日期: 2025-08-25, 账户权益: 10002344.30, 可用资金: 10002344.30, 浮动盈亏: 0.00, 持仓盈亏: 0.00, 平仓盈亏: -250.00, 市值: 0.00, 保证金: 0.00, 手续费: 2.98, 风险度: 0.00%\n",
|
||
" INFO - 日期: 2025-08-26, 账户权益: 10002344.30, 可用资金: 10002344.30, 浮动盈亏: 0.00, 持仓盈亏: 0.00, 平仓盈亏: 0.00, 市值: 0.00, 保证金: 0.00, 手续费: 0.00, 风险度: 0.00%\n",
|
||
" INFO - 日期: 2025-08-27, 账户权益: 10002344.30, 可用资金: 10002344.30, 浮动盈亏: 0.00, 持仓盈亏: 0.00, 平仓盈亏: 0.00, 市值: 0.00, 保证金: 0.00, 手续费: 0.00, 风险度: 0.00%\n",
|
||
" INFO - 日期: 2025-08-28, 账户权益: 10002344.30, 可用资金: 10002344.30, 浮动盈亏: 0.00, 持仓盈亏: 0.00, 平仓盈亏: 0.00, 市值: 0.00, 保证金: 0.00, 手续费: 0.00, 风险度: 0.00%\n",
|
||
" INFO - 日期: 2025-08-29, 账户权益: 10002344.30, 可用资金: 10002344.30, 浮动盈亏: 0.00, 持仓盈亏: 0.00, 平仓盈亏: 0.00, 市值: 0.00, 保证金: 0.00, 手续费: 0.00, 风险度: 0.00%\n",
|
||
" INFO - 日期: 2025-09-01, 账户权益: 10002344.30, 可用资金: 10002344.30, 浮动盈亏: 0.00, 持仓盈亏: 0.00, 平仓盈亏: 0.00, 市值: 0.00, 保证金: 0.00, 手续费: 0.00, 风险度: 0.00%\n",
|
||
" INFO - 日期: 2025-09-02, 账户权益: 10002344.30, 可用资金: 10002344.30, 浮动盈亏: 0.00, 持仓盈亏: 0.00, 平仓盈亏: 0.00, 市值: 0.00, 保证金: 0.00, 手续费: 0.00, 风险度: 0.00%\n",
|
||
" INFO - 日期: 2025-09-03, 账户权益: 10002344.30, 可用资金: 10002344.30, 浮动盈亏: 0.00, 持仓盈亏: 0.00, 平仓盈亏: 0.00, 市值: 0.00, 保证金: 0.00, 手续费: 0.00, 风险度: 0.00%\n",
|
||
" INFO - 日期: 2025-09-04, 账户权益: 10002344.30, 可用资金: 10002344.30, 浮动盈亏: 0.00, 持仓盈亏: 0.00, 平仓盈亏: 0.00, 市值: 0.00, 保证金: 0.00, 手续费: 0.00, 风险度: 0.00%\n",
|
||
" INFO - 日期: 2025-09-05, 账户权益: 10002361.25, 可用资金: 9999924.45, 浮动盈亏: 20.00, 持仓盈亏: 20.00, 平仓盈亏: 0.00, 市值: 0.00, 保证金: 2436.80, 手续费: 3.05, 风险度: 0.02%\n",
|
||
" INFO - 日期: 2025-09-08, 账户权益: 10002138.21, 可用资金: 10002138.21, 浮动盈亏: 0.00, 持仓盈亏: 0.00, 平仓盈亏: -220.00, 市值: 0.00, 保证金: 0.00, 手续费: 3.05, 风险度: 0.00%\n",
|
||
" INFO - 日期: 2025-09-09, 账户权益: 10002138.21, 可用资金: 10002138.21, 浮动盈亏: 0.00, 持仓盈亏: 0.00, 平仓盈亏: 0.00, 市值: 0.00, 保证金: 0.00, 手续费: 0.00, 风险度: 0.00%\n",
|
||
" INFO - 日期: 2025-09-10, 账户权益: 10001972.12, 可用资金: 10001972.12, 浮动盈亏: 0.00, 持仓盈亏: 0.00, 平仓盈亏: -160.00, 市值: 0.00, 保证金: 0.00, 手续费: 6.09, 风险度: 0.00%\n",
|
||
" INFO - 日期: 2025-09-11, 账户权益: 10001972.12, 可用资金: 10001972.12, 浮动盈亏: 0.00, 持仓盈亏: 0.00, 平仓盈亏: 0.00, 市值: 0.00, 保证金: 0.00, 手续费: 0.00, 风险度: 0.00%\n",
|
||
" INFO - 日期: 2025-09-12, 账户权益: 10002089.07, 可用资金: 9999652.27, 浮动盈亏: 120.00, 持仓盈亏: 120.00, 平仓盈亏: 0.00, 市值: 0.00, 保证金: 2436.80, 手续费: 3.05, 风险度: 0.02%\n",
|
||
" INFO - 日期: 2025-09-15, 账户权益: 10002179.07, 可用资金: 9999742.27, 浮动盈亏: 210.00, 持仓盈亏: 90.00, 平仓盈亏: 0.00, 市值: 0.00, 保证金: 2436.80, 手续费: 0.00, 风险度: 0.02%\n",
|
||
" INFO - 日期: 2025-09-16, 账户权益: 10002479.07, 可用资金: 10000042.27, 浮动盈亏: 510.00, 持仓盈亏: 300.00, 平仓盈亏: 0.00, 市值: 0.00, 保证金: 2436.80, 手续费: 0.00, 风险度: 0.02%\n",
|
||
" INFO - 日期: 2025-09-17, 账户权益: 10002499.07, 可用资金: 10000062.27, 浮动盈亏: 530.00, 持仓盈亏: 20.00, 平仓盈亏: 0.00, 市值: 0.00, 保证金: 2436.80, 手续费: 0.00, 风险度: 0.02%\n",
|
||
" INFO - 日期: 2025-09-18, 账户权益: 10002156.02, 可用资金: 10002156.02, 浮动盈亏: 0.00, 持仓盈亏: 0.00, 平仓盈亏: -340.00, 市值: 0.00, 保证金: 0.00, 手续费: 3.05, 风险度: 0.00%\n",
|
||
" INFO - 日期: 2025-09-19, 账户权益: 10002156.02, 可用资金: 10002156.02, 浮动盈亏: 0.00, 持仓盈亏: 0.00, 平仓盈亏: 0.00, 市值: 0.00, 保证金: 0.00, 手续费: 0.00, 风险度: 0.00%\n",
|
||
" INFO - 日期: 2025-09-22, 账户权益: 10002156.02, 可用资金: 10002156.02, 浮动盈亏: 0.00, 持仓盈亏: 0.00, 平仓盈亏: 0.00, 市值: 0.00, 保证金: 0.00, 手续费: 0.00, 风险度: 0.00%\n",
|
||
" INFO - 日期: 2025-09-23, 账户权益: 10002156.02, 可用资金: 10002156.02, 浮动盈亏: 0.00, 持仓盈亏: 0.00, 平仓盈亏: 0.00, 市值: 0.00, 保证金: 0.00, 手续费: 0.00, 风险度: 0.00%\n",
|
||
" INFO - 日期: 2025-09-24, 账户权益: 10002156.02, 可用资金: 10002156.02, 浮动盈亏: 0.00, 持仓盈亏: 0.00, 平仓盈亏: 0.00, 市值: 0.00, 保证金: 0.00, 手续费: 0.00, 风险度: 0.00%\n",
|
||
" INFO - 日期: 2025-09-25, 账户权益: 10002156.02, 可用资金: 10002156.02, 浮动盈亏: 0.00, 持仓盈亏: 0.00, 平仓盈亏: 0.00, 市值: 0.00, 保证金: 0.00, 手续费: 0.00, 风险度: 0.00%\n",
|
||
" INFO - 日期: 2025-09-26, 账户权益: 10002156.02, 可用资金: 10002156.02, 浮动盈亏: 0.00, 持仓盈亏: 0.00, 平仓盈亏: 0.00, 市值: 0.00, 保证金: 0.00, 手续费: 0.00, 风险度: 0.00%\n",
|
||
" INFO - 日期: 2025-09-29, 账户权益: 10002312.98, 可用资金: 9999876.18, 浮动盈亏: 160.00, 持仓盈亏: 160.00, 平仓盈亏: 0.00, 市值: 0.00, 保证金: 2436.80, 手续费: 3.05, 风险度: 0.02%\n",
|
||
" INFO - 日期: 2025-09-30, 账户权益: 10002562.98, 可用资金: 10000126.18, 浮动盈亏: 410.00, 持仓盈亏: 250.00, 平仓盈亏: 0.00, 市值: 0.00, 保证金: 2436.80, 手续费: 0.00, 风险度: 0.02%\n",
|
||
" INFO - 胜率: 55.56%, 盈亏额比例: 3.33, 收益率: 0.03%, 年化收益率: 0.07%, 最大回撤: 0.01%, 年化夏普率: -63.7079,年化索提诺比率: -15.3458\n",
|
||
"回测结束：开始平仓所有剩余持仓...\n",
|
||
"TqsdkEngine: 回测运行完毕。\n",
|
||
"TqsdkEngine: API 已关闭。\n",
|
||
"\n",
|
||
"回测运行完毕。\n"
|
||
]
|
||
},
|
||
{
|
||
"ename": "KeyError",
|
||
"evalue": "'initial_capital'",
|
||
"output_type": "error",
|
||
"traceback": [
|
||
"\u001B[31m---------------------------------------------------------------------------\u001B[39m",
|
||
"\u001B[31mKeyError\u001B[39m Traceback (most recent call last)",
|
||
"\u001B[36mCell\u001B[39m\u001B[36m \u001B[39m\u001B[32mIn[4]\u001B[39m\u001B[32m, line 47\u001B[39m\n\u001B[32m 45\u001B[39m portfolio_snapshots = results[\u001B[33m\"\u001B[39m\u001B[33mportfolio_snapshots\u001B[39m\u001B[33m\"\u001B[39m]\n\u001B[32m 46\u001B[39m trade_history = results[\u001B[33m\"\u001B[39m\u001B[33mtrade_history\u001B[39m\u001B[33m\"\u001B[39m]\n\u001B[32m---> \u001B[39m\u001B[32m47\u001B[39m initial_capital_result = \u001B[43mresults\u001B[49m\u001B[43m[\u001B[49m\u001B[33;43m\"\u001B[39;49m\u001B[33;43minitial_capital\u001B[39;49m\u001B[33;43m\"\u001B[39;49m\u001B[43m]\u001B[49m\n\u001B[32m 48\u001B[39m bars = results[\u001B[33m\"\u001B[39m\u001B[33mall_bars\u001B[39m\u001B[33m\"\u001B[39m]\n",
|
||
"\u001B[31mKeyError\u001B[39m: 'initial_capital'"
|
||
]
|
||
}
|
||
],
|
||
"execution_count": 4
|
||
},
|
||
{
|
||
"metadata": {
|
||
"ExecuteTime": {
|
||
"end_time": "2025-10-19T06:30:51.251633200Z",
|
||
"start_time": "2025-10-17T14:27:25.613908Z"
|
||
}
|
||
},
|
||
"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",
|
||
" 2021-01-22 13:45:00 | SELL | SHFE.rb2105 | Vol: 1 | Price: 4289.00 | Comm: 0.43\n",
|
||
" 2021-01-25 10:45:00 | CLOSE_SHORT | SHFE.rb2105 | Vol: 1 | Price: 4332.00 | Comm: 0.43 | PnL: -43.00\n",
|
||
" 2021-01-27 09:00:00 | BUY | SHFE.rb2105 | Vol: 1 | Price: 4368.00 | Comm: 0.44\n",
|
||
" 2021-01-27 22:45:00 | CLOSE_LONG | SHFE.rb2105 | Vol: 1 | Price: 4336.00 | Comm: 0.43 | PnL: -32.00\n",
|
||
" 2021-02-02 14:30:00 | SELL | SHFE.rb2105 | Vol: 1 | Price: 4137.00 | Comm: 0.41\n",
|
||
" 2021-02-03 09:15:00 | CLOSE_SHORT | SHFE.rb2105 | Vol: 1 | Price: 4195.00 | Comm: 0.42 | PnL: -58.00\n",
|
||
" 2021-02-08 09:15:00 | BUY | SHFE.rb2105 | Vol: 1 | Price: 4320.00 | Comm: 0.43\n",
|
||
" 2021-02-19 10:45:00 | CLOSE_LONG | SHFE.rb2105 | Vol: 1 | Price: 4503.00 | Comm: 0.45 | PnL: 183.00\n",
|
||
" 2021-03-02 22:30:00 | BUY | SHFE.rb2105 | Vol: 1 | Price: 4847.00 | Comm: 0.48\n",
|
||
" 2021-03-04 21:15:00 | CLOSE_LONG | SHFE.rb2105 | Vol: 1 | Price: 4778.00 | Comm: 0.48 | PnL: -69.00\n",
|
||
" 2021-03-04 22:45:00 | SELL | SHFE.rb2105 | Vol: 1 | Price: 4689.00 | Comm: 0.47\n",
|
||
" 2021-03-08 09:00:00 | CLOSE_SHORT | SHFE.rb2105 | Vol: 1 | Price: 4815.00 | Comm: 0.48 | PnL: -126.00\n",
|
||
" 2021-03-08 09:15:00 | BUY | SHFE.rb2105 | Vol: 1 | Price: 4826.00 | Comm: 0.48\n",
|
||
" 2021-03-08 14:30:00 | CLOSE_LONG | SHFE.rb2105 | Vol: 1 | Price: 4770.00 | Comm: 0.48 | PnL: -56.00\n",
|
||
" 2021-03-09 14:15:00 | SELL | SHFE.rb2105 | Vol: 1 | Price: 4657.00 | Comm: 0.47\n",
|
||
" 2021-03-11 13:45:00 | CLOSE_SHORT | SHFE.rb2105 | Vol: 1 | Price: 4636.00 | Comm: 0.46 | PnL: 21.00\n",
|
||
" 2021-03-11 22:15:00 | BUY | SHFE.rb2105 | Vol: 1 | Price: 4774.00 | Comm: 0.48\n",
|
||
" 2021-03-12 13:45:00 | CLOSE_LONG | SHFE.rb2105 | Vol: 1 | Price: 4707.00 | Comm: 0.47 | PnL: -67.00\n",
|
||
" 2021-03-16 13:45:00 | SELL | SHFE.rb2105 | Vol: 1 | Price: 4666.00 | Comm: 0.47\n",
|
||
" 2021-03-16 14:15:00 | CLOSE_SHORT | SHFE.rb2105 | Vol: 1 | Price: 4728.00 | Comm: 0.47 | PnL: -62.00\n",
|
||
" 2021-03-24 13:30:00 | BUY | SHFE.rb2105 | Vol: 1 | Price: 4777.00 | Comm: 0.48\n",
|
||
" 2021-04-02 14:45:00 | CLOSE_LONG | SHFE.rb2105 | Vol: 1 | Price: 5118.00 | Comm: 0.51 | PnL: 341.00\n",
|
||
" 2021-04-15 22:45:00 | BUY | SHFE.rb2110 | Vol: 1 | Price: 5191.00 | Comm: 0.52\n",
|
||
" 2021-04-16 09:00:00 | CLOSE_LONG | SHFE.rb2110 | Vol: 1 | Price: 5137.00 | Comm: 0.51 | PnL: -54.00\n",
|
||
" 2021-04-23 21:15:00 | BUY | SHFE.rb2110 | Vol: 1 | Price: 5325.00 | Comm: 0.53\n",
|
||
" 2021-04-27 21:45:00 | CLOSE_LONG | SHFE.rb2110 | Vol: 1 | Price: 5343.00 | Comm: 0.53 | PnL: 18.00\n",
|
||
" 2021-05-13 13:30:00 | SELL | SHFE.rb2110 | Vol: 1 | Price: 5934.00 | Comm: 0.59\n",
|
||
" 2021-05-27 21:30:00 | CLOSE_SHORT | SHFE.rb2110 | Vol: 1 | Price: 4915.00 | Comm: 0.49 | PnL: 1019.00\n",
|
||
" 2021-05-31 09:15:00 | BUY | SHFE.rb2110 | Vol: 1 | Price: 5124.00 | Comm: 0.51\n",
|
||
" 2021-05-31 10:45:00 | CLOSE_LONG | SHFE.rb2110 | Vol: 1 | Price: 5036.00 | Comm: 0.50 | PnL: -88.00\n",
|
||
" 2021-05-31 21:15:00 | SELL | SHFE.rb2110 | Vol: 1 | Price: 4880.00 | Comm: 0.49\n",
|
||
" 2021-05-31 22:30:00 | CLOSE_SHORT | SHFE.rb2110 | Vol: 1 | Price: 4951.00 | Comm: 0.50 | PnL: -71.00\n",
|
||
" 2021-06-21 21:30:00 | SELL | SHFE.rb2110 | Vol: 1 | Price: 4836.00 | Comm: 0.48\n",
|
||
" 2021-06-22 14:15:00 | CLOSE_SHORT | SHFE.rb2110 | Vol: 1 | Price: 4907.00 | Comm: 0.49 | PnL: -71.00\n",
|
||
" 2021-06-23 21:15:00 | BUY | SHFE.rb2110 | Vol: 1 | Price: 5011.00 | Comm: 0.50\n",
|
||
" 2021-06-24 11:00:00 | CLOSE_LONG | SHFE.rb2110 | Vol: 1 | Price: 4941.00 | Comm: 0.49 | PnL: -70.00\n",
|
||
" 2021-07-07 14:00:00 | BUY | SHFE.rb2110 | Vol: 1 | Price: 5422.00 | Comm: 0.54\n",
|
||
" 2021-07-08 10:00:00 | CLOSE_LONG | SHFE.rb2110 | Vol: 1 | Price: 5373.00 | Comm: 0.54 | PnL: -49.00\n",
|
||
" 2021-07-14 14:45:00 | BUY | SHFE.rb2110 | Vol: 1 | Price: 5573.00 | Comm: 0.56\n",
|
||
" 2021-07-14 21:30:00 | CLOSE_LONG | SHFE.rb2110 | Vol: 1 | Price: 5519.00 | Comm: 0.55 | PnL: -54.00\n",
|
||
" 2021-07-26 09:15:00 | BUY | SHFE.rb2110 | Vol: 1 | Price: 5749.00 | Comm: 0.57\n",
|
||
" 2021-07-26 13:45:00 | CLOSE_LONG | SHFE.rb2110 | Vol: 1 | Price: 5688.00 | Comm: 0.57 | PnL: -61.00\n",
|
||
" 2021-07-27 14:45:00 | SELL | SHFE.rb2110 | Vol: 1 | Price: 5582.00 | Comm: 0.56\n",
|
||
" 2021-07-27 22:15:00 | CLOSE_SHORT | SHFE.rb2110 | Vol: 1 | Price: 5618.00 | Comm: 0.56 | PnL: -36.00\n",
|
||
" 2021-08-02 09:00:00 | SELL | SHFE.rb2110 | Vol: 1 | Price: 5459.00 | Comm: 0.55\n",
|
||
" 2021-08-09 14:45:00 | CLOSE_SHORT | SHFE.rb2110 | Vol: 1 | Price: 5332.00 | Comm: 0.53 | PnL: 127.00\n",
|
||
" 2021-08-16 10:30:00 | SELL | SHFE.rb2201 | Vol: 1 | Price: 5371.00 | Comm: 0.54\n",
|
||
" 2021-08-30 09:30:00 | CLOSE_SHORT | SHFE.rb2201 | Vol: 1 | Price: 5343.00 | Comm: 0.53 | PnL: 28.00\n",
|
||
" 2021-09-09 14:15:00 | BUY | SHFE.rb2201 | Vol: 1 | Price: 5675.00 | Comm: 0.57\n",
|
||
" 2021-09-10 14:00:00 | CLOSE_LONG | SHFE.rb2201 | Vol: 1 | Price: 5628.00 | Comm: 0.56 | PnL: -47.00\n",
|
||
" 2021-09-14 21:30:00 | SELL | SHFE.rb2201 | Vol: 1 | Price: 5477.00 | Comm: 0.55\n",
|
||
" 2021-09-15 11:00:00 | CLOSE_SHORT | SHFE.rb2201 | Vol: 1 | Price: 5556.00 | Comm: 0.56 | PnL: -79.00\n",
|
||
" 2021-09-22 21:15:00 | BUY | SHFE.rb2201 | Vol: 1 | Price: 5668.00 | Comm: 0.57\n",
|
||
" 2021-09-23 11:15:00 | CLOSE_LONG | SHFE.rb2201 | Vol: 1 | Price: 5583.00 | Comm: 0.56 | PnL: -85.00\n",
|
||
" 2021-09-30 14:00:00 | BUY | SHFE.rb2201 | Vol: 1 | Price: 5730.00 | Comm: 0.57\n",
|
||
" 2021-09-30 14:30:00 | CLOSE_LONG | SHFE.rb2201 | Vol: 1 | Price: 5703.00 | Comm: 0.57 | PnL: -27.00\n",
|
||
" 2021-10-08 09:15:00 | BUY | SHFE.rb2201 | Vol: 1 | Price: 5801.00 | Comm: 0.58\n",
|
||
" 2021-10-08 10:00:00 | CLOSE_LONG | SHFE.rb2201 | Vol: 1 | Price: 5732.00 | Comm: 0.57 | PnL: -69.00\n",
|
||
" 2021-10-12 13:30:00 | SELL | SHFE.rb2201 | Vol: 1 | Price: 5615.00 | Comm: 0.56\n",
|
||
" 2021-10-28 14:15:00 | CLOSE_SHORT | SHFE.rb2201 | Vol: 1 | Price: 4733.00 | Comm: 0.47 | PnL: 882.00\n",
|
||
" 2021-11-12 21:15:00 | SELL | SHFE.rb2201 | Vol: 1 | Price: 4186.00 | Comm: 0.42\n",
|
||
" 2021-11-16 11:15:00 | CLOSE_SHORT | SHFE.rb2201 | Vol: 1 | Price: 4268.00 | Comm: 0.43 | PnL: -82.00\n",
|
||
" 2021-11-19 14:30:00 | BUY | SHFE.rb2201 | Vol: 1 | Price: 4295.00 | Comm: 0.43\n",
|
||
" 2021-11-24 14:45:00 | CLOSE_LONG | SHFE.rb2201 | Vol: 1 | Price: 4502.00 | Comm: 0.45 | PnL: 207.00\n",
|
||
" 2021-12-02 13:45:00 | BUY | SHFE.rb2205 | Vol: 1 | Price: 4360.00 | Comm: 0.44\n",
|
||
" 2021-12-02 21:00:00 | CLOSE_LONG | SHFE.rb2205 | Vol: 1 | Price: 4288.00 | Comm: 0.43 | PnL: -72.00\n",
|
||
" 2021-12-20 14:30:00 | SELL | SHFE.rb2205 | Vol: 1 | Price: 4481.00 | Comm: 0.45\n",
|
||
" 2021-12-23 21:30:00 | CLOSE_SHORT | SHFE.rb2205 | Vol: 1 | Price: 4528.00 | Comm: 0.45 | PnL: -47.00\n",
|
||
" 2021-12-23 21:45:00 | BUY | SHFE.rb2205 | Vol: 1 | Price: 4542.00 | Comm: 0.45\n",
|
||
" 2021-12-24 10:45:00 | CLOSE_LONG | SHFE.rb2205 | Vol: 1 | Price: 4502.00 | Comm: 0.45 | PnL: -40.00\n",
|
||
" 2021-12-27 09:00:00 | SELL | SHFE.rb2205 | Vol: 1 | Price: 4418.00 | Comm: 0.44\n",
|
||
" 2022-01-05 21:15:00 | CLOSE_SHORT | SHFE.rb2205 | Vol: 1 | Price: 4456.00 | Comm: 0.45 | PnL: -38.00\n",
|
||
" 2022-01-11 14:45:00 | BUY | SHFE.rb2205 | Vol: 1 | Price: 4577.00 | Comm: 0.46\n",
|
||
" 2022-01-13 21:15:00 | CLOSE_LONG | SHFE.rb2205 | Vol: 1 | Price: 4628.00 | Comm: 0.46 | PnL: 51.00\n",
|
||
" 2022-01-17 10:45:00 | SELL | SHFE.rb2205 | Vol: 1 | Price: 4527.00 | Comm: 0.45\n",
|
||
" 2022-01-18 10:45:00 | CLOSE_SHORT | SHFE.rb2205 | Vol: 1 | Price: 4575.00 | Comm: 0.46 | PnL: -48.00\n",
|
||
" 2022-01-18 21:30:00 | BUY | SHFE.rb2205 | Vol: 1 | Price: 4679.00 | Comm: 0.47\n",
|
||
" 2022-01-24 22:15:00 | CLOSE_LONG | SHFE.rb2205 | Vol: 1 | Price: 4641.00 | Comm: 0.46 | PnL: -38.00\n",
|
||
" 2022-02-10 21:15:00 | BUY | SHFE.rb2205 | Vol: 1 | Price: 5025.00 | Comm: 0.50\n",
|
||
" 2022-02-11 09:15:00 | CLOSE_LONG | SHFE.rb2205 | Vol: 1 | Price: 4976.00 | Comm: 0.50 | PnL: -49.00\n",
|
||
" 2022-02-11 21:00:00 | SELL | SHFE.rb2205 | Vol: 1 | Price: 4891.00 | Comm: 0.49\n",
|
||
" 2022-02-21 21:15:00 | CLOSE_SHORT | SHFE.rb2205 | Vol: 1 | Price: 4870.00 | Comm: 0.49 | PnL: 21.00\n",
|
||
" 2022-02-21 21:30:00 | BUY | SHFE.rb2205 | Vol: 1 | Price: 4878.00 | Comm: 0.49\n",
|
||
" 2022-02-22 11:15:00 | CLOSE_LONG | SHFE.rb2205 | Vol: 1 | Price: 4819.00 | Comm: 0.48 | PnL: -59.00\n",
|
||
" 2022-02-22 14:45:00 | SELL | SHFE.rb2205 | Vol: 1 | Price: 4744.00 | Comm: 0.47\n",
|
||
" 2022-02-23 13:45:00 | CLOSE_SHORT | SHFE.rb2205 | Vol: 1 | Price: 4805.00 | Comm: 0.48 | PnL: -61.00\n",
|
||
" 2022-02-24 11:00:00 | SELL | SHFE.rb2205 | Vol: 1 | Price: 4664.00 | Comm: 0.47\n",
|
||
" 2022-02-28 21:15:00 | CLOSE_SHORT | SHFE.rb2205 | Vol: 1 | Price: 4727.00 | Comm: 0.47 | PnL: -63.00\n",
|
||
" 2022-03-09 21:15:00 | SELL | SHFE.rb2205 | Vol: 1 | Price: 4841.00 | Comm: 0.48\n",
|
||
" 2022-03-10 13:30:00 | CLOSE_SHORT | SHFE.rb2205 | Vol: 1 | Price: 4936.00 | Comm: 0.49 | PnL: -95.00\n",
|
||
" 2022-04-08 11:15:00 | SELL | SHFE.rb2210 | Vol: 1 | Price: 4956.00 | Comm: 0.50\n",
|
||
" 2022-04-08 13:45:00 | CLOSE_SHORT | SHFE.rb2210 | Vol: 1 | Price: 5002.00 | Comm: 0.50 | PnL: -46.00\n",
|
||
" 2022-04-11 09:15:00 | SELL | SHFE.rb2210 | Vol: 1 | Price: 4894.00 | Comm: 0.49\n",
|
||
" 2022-04-12 09:15:00 | CLOSE_SHORT | SHFE.rb2210 | Vol: 1 | Price: 4956.00 | Comm: 0.50 | PnL: -62.00\n",
|
||
" 2022-04-25 09:00:00 | SELL | SHFE.rb2210 | Vol: 1 | Price: 4859.00 | Comm: 0.49\n",
|
||
" 2022-04-29 13:45:00 | CLOSE_SHORT | SHFE.rb2210 | Vol: 1 | Price: 4899.00 | Comm: 0.49 | PnL: -40.00\n",
|
||
" 2022-05-06 14:30:00 | SELL | SHFE.rb2210 | Vol: 1 | Price: 4764.00 | Comm: 0.48\n",
|
||
" 2022-05-20 09:30:00 | CLOSE_SHORT | SHFE.rb2210 | Vol: 1 | Price: 4644.00 | Comm: 0.46 | PnL: 120.00\n",
|
||
" 2022-05-24 21:00:00 | SELL | SHFE.rb2210 | Vol: 1 | Price: 4468.00 | Comm: 0.45\n",
|
||
" 2022-05-25 09:15:00 | CLOSE_SHORT | SHFE.rb2210 | Vol: 1 | Price: 4516.00 | Comm: 0.45 | PnL: -48.00\n",
|
||
" 2022-06-13 09:15:00 | SELL | SHFE.rb2210 | Vol: 1 | Price: 4682.00 | Comm: 0.47\n",
|
||
" 2022-06-13 22:00:00 | CLOSE_SHORT | SHFE.rb2210 | Vol: 1 | Price: 4724.00 | Comm: 0.47 | PnL: -42.00\n",
|
||
" 2022-06-16 21:15:00 | SELL | SHFE.rb2210 | Vol: 1 | Price: 4456.00 | Comm: 0.45\n",
|
||
" 2022-06-23 13:45:00 | CLOSE_SHORT | SHFE.rb2210 | Vol: 1 | Price: 4217.00 | Comm: 0.42 | PnL: 239.00\n",
|
||
" 2022-06-23 14:15:00 | BUY | SHFE.rb2210 | Vol: 1 | Price: 4246.00 | Comm: 0.42\n",
|
||
" 2022-06-24 13:30:00 | CLOSE_LONG | SHFE.rb2210 | Vol: 1 | Price: 4199.00 | Comm: 0.42 | PnL: -47.00\n",
|
||
" 2022-06-30 21:15:00 | SELL | SHFE.rb2210 | Vol: 1 | Price: 4300.00 | Comm: 0.43\n",
|
||
" 2022-07-01 10:00:00 | CLOSE_SHORT | SHFE.rb2210 | Vol: 1 | Price: 4356.00 | Comm: 0.44 | PnL: -56.00\n",
|
||
" 2022-07-14 21:15:00 | SELL | SHFE.rb2210 | Vol: 1 | Price: 3760.00 | Comm: 0.38\n",
|
||
" 2022-07-18 21:45:00 | CLOSE_SHORT | SHFE.rb2210 | Vol: 1 | Price: 3842.00 | Comm: 0.38 | PnL: -82.00\n",
|
||
" 2022-07-28 09:45:00 | BUY | SHFE.rb2210 | Vol: 1 | Price: 3993.00 | Comm: 0.40\n",
|
||
" 2022-08-15 14:15:00 | CLOSE_LONG | SHFE.rb2210 | Vol: 1 | Price: 4104.00 | Comm: 0.41 | PnL: 111.00\n",
|
||
" 2022-08-17 14:45:00 | SELL | SHFE.rb2210 | Vol: 1 | Price: 4011.00 | Comm: 0.40\n",
|
||
" 2022-08-18 13:45:00 | CLOSE_SHORT | SHFE.rb2210 | Vol: 1 | Price: 4058.00 | Comm: 0.41 | PnL: -47.00\n",
|
||
" 2022-09-22 09:30:00 | BUY | SHFE.rb2301 | Vol: 1 | Price: 3730.00 | Comm: 0.37\n",
|
||
" 2022-09-23 21:15:00 | CLOSE_LONG | SHFE.rb2301 | Vol: 1 | Price: 3740.00 | Comm: 0.37 | PnL: 10.00\n",
|
||
" 2022-09-26 21:30:00 | BUY | SHFE.rb2301 | Vol: 1 | Price: 3816.00 | Comm: 0.38\n",
|
||
" 2022-09-30 14:15:00 | CLOSE_LONG | SHFE.rb2301 | Vol: 1 | Price: 3793.00 | Comm: 0.38 | PnL: -23.00\n",
|
||
" 2022-10-11 14:15:00 | SELL | SHFE.rb2301 | Vol: 1 | Price: 3769.00 | Comm: 0.38\n",
|
||
" 2022-11-04 13:45:00 | CLOSE_SHORT | SHFE.rb2301 | Vol: 1 | Price: 3570.00 | Comm: 0.36 | PnL: 199.00\n",
|
||
" 2022-11-08 21:15:00 | BUY | SHFE.rb2301 | Vol: 1 | Price: 3584.00 | Comm: 0.36\n",
|
||
" 2022-11-09 21:30:00 | CLOSE_LONG | SHFE.rb2301 | Vol: 1 | Price: 3558.00 | Comm: 0.36 | PnL: -26.00\n",
|
||
" 2022-11-11 09:15:00 | BUY | SHFE.rb2301 | Vol: 1 | Price: 3620.00 | Comm: 0.36\n",
|
||
" 2022-11-21 09:15:00 | CLOSE_LONG | SHFE.rb2301 | Vol: 1 | Price: 3636.00 | Comm: 0.36 | PnL: 16.00\n",
|
||
" 2022-11-25 21:15:00 | BUY | SHFE.rb2301 | Vol: 1 | Price: 3752.00 | Comm: 0.38\n",
|
||
" 2022-11-28 09:15:00 | CLOSE_LONG | SHFE.rb2301 | Vol: 1 | Price: 3730.00 | Comm: 0.37 | PnL: -22.00\n",
|
||
" 2022-12-08 21:30:00 | BUY | SHFE.rb2305 | Vol: 1 | Price: 3878.00 | Comm: 0.39\n",
|
||
" 2022-12-16 13:30:00 | CLOSE_LONG | SHFE.rb2305 | Vol: 1 | Price: 3983.00 | Comm: 0.40 | PnL: 105.00\n",
|
||
" 2022-12-16 22:00:00 | SELL | SHFE.rb2305 | Vol: 1 | Price: 3945.00 | Comm: 0.39\n",
|
||
" 2022-12-19 09:45:00 | CLOSE_SHORT | SHFE.rb2305 | Vol: 1 | Price: 3987.00 | Comm: 0.40 | PnL: -42.00\n",
|
||
" 2023-01-06 13:30:00 | BUY | SHFE.rb2305 | Vol: 1 | Price: 4111.00 | Comm: 0.41\n",
|
||
" 2023-01-06 21:15:00 | CLOSE_LONG | SHFE.rb2305 | Vol: 1 | Price: 4113.00 | Comm: 0.41 | PnL: 2.00\n",
|
||
" 2023-01-13 21:15:00 | SELL | SHFE.rb2305 | Vol: 1 | Price: 4122.00 | Comm: 0.41\n",
|
||
" 2023-01-17 22:00:00 | CLOSE_SHORT | SHFE.rb2305 | Vol: 1 | Price: 4158.00 | Comm: 0.42 | PnL: -36.00\n",
|
||
" 2023-02-02 14:30:00 | SELL | SHFE.rb2305 | Vol: 1 | Price: 4059.00 | Comm: 0.41\n",
|
||
" 2023-02-09 10:00:00 | CLOSE_SHORT | SHFE.rb2305 | Vol: 1 | Price: 4096.00 | Comm: 0.41 | PnL: -37.00\n",
|
||
" 2023-02-16 13:45:00 | BUY | SHFE.rb2305 | Vol: 1 | Price: 4138.00 | Comm: 0.41\n",
|
||
" 2023-03-06 09:15:00 | CLOSE_LONG | SHFE.rb2305 | Vol: 1 | Price: 4194.00 | Comm: 0.42 | PnL: 56.00\n",
|
||
" 2023-03-07 13:30:00 | BUY | SHFE.rb2305 | Vol: 1 | Price: 4268.00 | Comm: 0.43\n",
|
||
" 2023-03-08 09:15:00 | CLOSE_LONG | SHFE.rb2305 | Vol: 1 | Price: 4247.00 | Comm: 0.42 | PnL: -21.00\n",
|
||
" 2023-03-09 22:00:00 | BUY | SHFE.rb2305 | Vol: 1 | Price: 4339.00 | Comm: 0.43\n",
|
||
" 2023-03-10 13:30:00 | CLOSE_LONG | SHFE.rb2305 | Vol: 1 | Price: 4312.00 | Comm: 0.43 | PnL: -27.00\n",
|
||
" 2023-03-15 21:15:00 | SELL | SHFE.rb2305 | Vol: 1 | Price: 4298.00 | Comm: 0.43\n",
|
||
" 2023-03-29 21:15:00 | CLOSE_SHORT | SHFE.rb2305 | Vol: 1 | Price: 4157.00 | Comm: 0.42 | PnL: 141.00\n",
|
||
" 2023-04-03 10:30:00 | SELL | SHFE.rb2305 | Vol: 1 | Price: 4089.00 | Comm: 0.41\n",
|
||
" 2023-04-03 14:45:00 | CLOSE_SHORT | SHFE.rb2305 | Vol: 1 | Price: 4059.00 | Comm: 0.41 | PnL: 30.00\n",
|
||
" 2023-04-19 22:00:00 | SELL | SHFE.rb2310 | Vol: 1 | Price: 3877.00 | Comm: 0.39\n",
|
||
" 2023-04-19 22:45:00 | CLOSE_SHORT | SHFE.rb2310 | Vol: 1 | Price: 3907.00 | Comm: 0.39 | PnL: -30.00\n",
|
||
" 2023-04-24 09:30:00 | SELL | SHFE.rb2310 | Vol: 1 | Price: 3723.00 | Comm: 0.37\n",
|
||
" 2023-05-05 14:00:00 | CLOSE_SHORT | SHFE.rb2310 | Vol: 1 | Price: 3619.00 | Comm: 0.36 | PnL: 104.00\n",
|
||
" 2023-05-10 22:45:00 | SELL | SHFE.rb2310 | Vol: 1 | Price: 3628.00 | Comm: 0.36\n",
|
||
" 2023-05-12 21:45:00 | CLOSE_SHORT | SHFE.rb2310 | Vol: 1 | Price: 3663.00 | Comm: 0.37 | PnL: -35.00\n",
|
||
" 2023-05-22 14:15:00 | SELL | SHFE.rb2310 | Vol: 1 | Price: 3554.00 | Comm: 0.36\n",
|
||
" 2023-05-22 21:45:00 | CLOSE_SHORT | SHFE.rb2310 | Vol: 1 | Price: 3592.00 | Comm: 0.36 | PnL: -38.00\n",
|
||
" 2023-05-24 21:15:00 | SELL | SHFE.rb2310 | Vol: 1 | Price: 3433.00 | Comm: 0.34\n",
|
||
" 2023-05-25 10:45:00 | CLOSE_SHORT | SHFE.rb2310 | Vol: 1 | Price: 3464.00 | Comm: 0.35 | PnL: -31.00\n",
|
||
" 2023-06-26 09:30:00 | SELL | SHFE.rb2310 | Vol: 1 | Price: 3651.00 | Comm: 0.37\n",
|
||
" 2023-06-27 09:15:00 | CLOSE_SHORT | SHFE.rb2310 | Vol: 1 | Price: 3683.00 | Comm: 0.37 | PnL: -32.00\n",
|
||
" 2023-07-24 22:45:00 | BUY | SHFE.rb2310 | Vol: 1 | Price: 3845.00 | Comm: 0.38\n",
|
||
" 2023-08-02 11:15:00 | CLOSE_LONG | SHFE.rb2310 | Vol: 1 | Price: 3818.00 | Comm: 0.38 | PnL: -27.00\n",
|
||
" 2023-08-02 22:15:00 | SELL | SHFE.rb2310 | Vol: 1 | Price: 3764.00 | Comm: 0.38\n",
|
||
" 2023-08-15 13:45:00 | CLOSE_SHORT | SHFE.rb2310 | Vol: 1 | Price: 3684.00 | Comm: 0.37 | PnL: 80.00\n",
|
||
" 2023-08-15 14:00:00 | BUY | SHFE.rb2310 | Vol: 1 | Price: 3691.00 | Comm: 0.37\n",
|
||
" 2023-08-18 22:15:00 | CLOSE_LONG | SHFE.rb2310 | Vol: 1 | Price: 3663.00 | Comm: 0.37 | PnL: -28.00\n",
|
||
" 2023-08-18 22:30:00 | SELL | SHFE.rb2310 | Vol: 1 | Price: 3663.00 | Comm: 0.37\n",
|
||
" 2023-08-22 13:45:00 | CLOSE_SHORT | SHFE.rb2310 | Vol: 1 | Price: 3678.00 | Comm: 0.37 | PnL: -15.00\n",
|
||
" 2023-08-22 14:15:00 | BUY | SHFE.rb2310 | Vol: 1 | Price: 3712.00 | Comm: 0.37\n",
|
||
" 2023-08-24 21:00:00 | CLOSE_LONG | SHFE.rb2310 | Vol: 1 | Price: 3698.00 | Comm: 0.37 | PnL: -14.00\n",
|
||
" 2023-09-21 14:00:00 | SELL | SHFE.rb2401 | Vol: 1 | Price: 3770.00 | Comm: 0.38\n",
|
||
" 2023-10-12 21:15:00 | CLOSE_SHORT | SHFE.rb2401 | Vol: 1 | Price: 3634.00 | Comm: 0.36 | PnL: 136.00\n",
|
||
" 2023-10-23 09:15:00 | SELL | SHFE.rb2401 | Vol: 1 | Price: 3572.00 | Comm: 0.36\n",
|
||
" 2023-10-24 10:45:00 | CLOSE_SHORT | SHFE.rb2401 | Vol: 1 | Price: 3594.00 | Comm: 0.36 | PnL: -22.00\n",
|
||
" 2023-10-25 09:15:00 | BUY | SHFE.rb2401 | Vol: 1 | Price: 3679.00 | Comm: 0.37\n",
|
||
" 2023-11-23 09:00:00 | CLOSE_LONG | SHFE.rb2401 | Vol: 1 | Price: 3931.00 | Comm: 0.39 | PnL: 252.00\n",
|
||
" 2023-12-13 11:15:00 | SELL | SHFE.rb2405 | Vol: 1 | Price: 3975.00 | Comm: 0.40\n",
|
||
" 2023-12-21 13:45:00 | CLOSE_SHORT | SHFE.rb2405 | Vol: 1 | Price: 3980.00 | Comm: 0.40 | PnL: -5.00\n",
|
||
" 2024-01-16 21:15:00 | BUY | SHFE.rb2405 | Vol: 1 | Price: 3920.00 | Comm: 0.39\n",
|
||
" 2024-01-17 10:30:00 | CLOSE_LONG | SHFE.rb2405 | Vol: 1 | Price: 3891.00 | Comm: 0.39 | PnL: -29.00\n",
|
||
" 2024-01-17 21:15:00 | SELL | SHFE.rb2405 | Vol: 1 | Price: 3850.00 | Comm: 0.39\n",
|
||
" 2024-01-17 22:45:00 | CLOSE_SHORT | SHFE.rb2405 | Vol: 1 | Price: 3882.00 | Comm: 0.39 | PnL: -32.00\n",
|
||
" 2024-01-30 14:00:00 | SELL | SHFE.rb2405 | Vol: 1 | Price: 3932.00 | Comm: 0.39\n",
|
||
" 2024-02-19 09:15:00 | CLOSE_SHORT | SHFE.rb2405 | Vol: 1 | Price: 3864.00 | Comm: 0.39 | PnL: 68.00\n",
|
||
" 2024-02-20 21:15:00 | SELL | SHFE.rb2405 | Vol: 1 | Price: 3742.00 | Comm: 0.37\n",
|
||
" 2024-02-21 10:45:00 | CLOSE_SHORT | SHFE.rb2405 | Vol: 1 | Price: 3776.00 | Comm: 0.38 | PnL: -34.00\n",
|
||
" 2024-02-26 09:15:00 | SELL | SHFE.rb2405 | Vol: 1 | Price: 3752.00 | Comm: 0.38\n",
|
||
" 2024-02-27 10:30:00 | CLOSE_SHORT | SHFE.rb2405 | Vol: 1 | Price: 3789.00 | Comm: 0.38 | PnL: -37.00\n",
|
||
" 2024-02-27 11:15:00 | BUY | SHFE.rb2405 | Vol: 1 | Price: 3807.00 | Comm: 0.38\n",
|
||
" 2024-02-29 14:15:00 | CLOSE_LONG | SHFE.rb2405 | Vol: 1 | Price: 3775.00 | Comm: 0.38 | PnL: -32.00\n",
|
||
" 2024-03-11 09:45:00 | SELL | SHFE.rb2405 | Vol: 1 | Price: 3636.00 | Comm: 0.36\n",
|
||
" 2024-03-19 10:45:00 | CLOSE_SHORT | SHFE.rb2405 | Vol: 1 | Price: 3564.00 | Comm: 0.36 | PnL: 72.00\n",
|
||
" 2024-03-26 21:15:00 | SELL | SHFE.rb2405 | Vol: 1 | Price: 3492.00 | Comm: 0.35\n",
|
||
" 2024-03-26 22:45:00 | CLOSE_SHORT | SHFE.rb2405 | Vol: 1 | Price: 3517.00 | Comm: 0.35 | PnL: -25.00\n",
|
||
" 2024-04-17 13:45:00 | BUY | SHFE.rb2410 | Vol: 1 | Price: 3650.00 | Comm: 0.36\n",
|
||
" 2024-04-23 21:00:00 | CLOSE_LONG | SHFE.rb2410 | Vol: 1 | Price: 3633.00 | Comm: 0.36 | PnL: -17.00\n",
|
||
" 2024-04-30 13:45:00 | SELL | SHFE.rb2410 | Vol: 1 | Price: 3642.00 | Comm: 0.36\n",
|
||
" 2024-05-06 09:00:00 | CLOSE_SHORT | SHFE.rb2410 | Vol: 1 | Price: 3674.00 | Comm: 0.37 | PnL: -32.00\n",
|
||
" 2024-05-06 11:00:00 | BUY | SHFE.rb2410 | Vol: 1 | Price: 3727.00 | Comm: 0.37\n",
|
||
" 2024-05-08 13:45:00 | CLOSE_LONG | SHFE.rb2410 | Vol: 1 | Price: 3706.00 | Comm: 0.37 | PnL: -21.00\n",
|
||
" 2024-05-08 21:00:00 | SELL | SHFE.rb2410 | Vol: 1 | Price: 3674.00 | Comm: 0.37\n",
|
||
" 2024-05-13 14:15:00 | CLOSE_SHORT | SHFE.rb2410 | Vol: 1 | Price: 3684.00 | Comm: 0.37 | PnL: -10.00\n",
|
||
" 2024-05-21 22:30:00 | BUY | SHFE.rb2410 | Vol: 1 | Price: 3791.00 | Comm: 0.38\n",
|
||
" 2024-05-23 13:30:00 | CLOSE_LONG | SHFE.rb2410 | Vol: 1 | Price: 3764.00 | Comm: 0.38 | PnL: -27.00\n",
|
||
" 2024-05-30 14:00:00 | SELL | SHFE.rb2410 | Vol: 1 | Price: 3729.00 | Comm: 0.37\n",
|
||
" 2024-06-06 14:30:00 | CLOSE_SHORT | SHFE.rb2410 | Vol: 1 | Price: 3655.00 | Comm: 0.37 | PnL: 74.00\n",
|
||
" 2024-07-05 13:30:00 | SELL | SHFE.rb2410 | Vol: 1 | Price: 3565.00 | Comm: 0.36\n",
|
||
" 2024-07-11 13:30:00 | CLOSE_SHORT | SHFE.rb2410 | Vol: 1 | Price: 3531.00 | Comm: 0.35 | PnL: 34.00\n",
|
||
" 2024-07-17 13:45:00 | SELL | SHFE.rb2410 | Vol: 1 | Price: 3513.00 | Comm: 0.35\n",
|
||
" 2024-07-26 09:00:00 | CLOSE_SHORT | SHFE.rb2410 | Vol: 1 | Price: 3390.00 | Comm: 0.34 | PnL: 123.00\n",
|
||
" 2024-07-30 21:30:00 | SELL | SHFE.rb2410 | Vol: 1 | Price: 3283.00 | Comm: 0.33\n",
|
||
" 2024-07-30 22:30:00 | CLOSE_SHORT | SHFE.rb2410 | Vol: 1 | Price: 3324.00 | Comm: 0.33 | PnL: -41.00\n",
|
||
" 2024-08-12 09:00:00 | SELL | SHFE.rb2410 | Vol: 1 | Price: 3220.00 | Comm: 0.32\n",
|
||
" 2024-08-19 21:15:00 | CLOSE_SHORT | SHFE.rb2410 | Vol: 1 | Price: 3164.00 | Comm: 0.32 | PnL: 56.00\n",
|
||
" 2024-09-24 09:15:00 | BUY | SHFE.rb2501 | Vol: 1 | Price: 3165.00 | Comm: 0.32\n",
|
||
" 2024-09-24 10:00:00 | CLOSE_LONG | SHFE.rb2501 | Vol: 1 | Price: 3135.00 | Comm: 0.31 | PnL: -30.00\n",
|
||
" 2024-09-24 13:45:00 | BUY | SHFE.rb2501 | Vol: 1 | Price: 3193.00 | Comm: 0.32\n",
|
||
" 2024-10-08 13:45:00 | CLOSE_LONG | SHFE.rb2501 | Vol: 1 | Price: 3477.00 | Comm: 0.35 | PnL: 284.00\n",
|
||
" 2024-10-17 14:30:00 | SELL | SHFE.rb2501 | Vol: 1 | Price: 3327.00 | Comm: 0.33\n",
|
||
" 2024-10-18 14:45:00 | CLOSE_SHORT | SHFE.rb2501 | Vol: 1 | Price: 3362.00 | Comm: 0.34 | PnL: -35.00\n",
|
||
" 2024-10-25 22:00:00 | BUY | SHFE.rb2501 | Vol: 1 | Price: 3426.00 | Comm: 0.34\n",
|
||
" 2024-10-31 22:15:00 | CLOSE_LONG | SHFE.rb2501 | Vol: 1 | Price: 3401.00 | Comm: 0.34 | PnL: -25.00\n",
|
||
" 2024-11-01 09:00:00 | SELL | SHFE.rb2501 | Vol: 1 | Price: 3379.00 | Comm: 0.34\n",
|
||
" 2024-11-01 09:45:00 | CLOSE_SHORT | SHFE.rb2501 | Vol: 1 | Price: 3399.00 | Comm: 0.34 | PnL: -20.00\n",
|
||
" 2024-11-06 11:15:00 | SELL | SHFE.rb2501 | Vol: 1 | Price: 3357.00 | Comm: 0.34\n",
|
||
" 2024-11-06 13:45:00 | CLOSE_SHORT | SHFE.rb2501 | Vol: 1 | Price: 3389.00 | Comm: 0.34 | PnL: -32.00\n",
|
||
" 2024-11-08 10:45:00 | SELL | SHFE.rb2501 | Vol: 1 | Price: 3387.00 | Comm: 0.34\n",
|
||
" 2024-11-19 14:15:00 | CLOSE_SHORT | SHFE.rb2501 | Vol: 1 | Price: 3318.00 | Comm: 0.33 | PnL: 69.00\n",
|
||
" 2024-11-22 11:00:00 | SELL | SHFE.rb2501 | Vol: 1 | Price: 3292.00 | Comm: 0.33\n",
|
||
" 2024-11-22 22:15:00 | CLOSE_SHORT | SHFE.rb2501 | Vol: 1 | Price: 3328.00 | Comm: 0.33 | PnL: -36.00\n",
|
||
" 2024-11-29 11:15:00 | BUY | SHFE.rb2501 | Vol: 1 | Price: 3347.00 | Comm: 0.33\n",
|
||
" 2024-11-29 14:30:00 | CLOSE_LONG | SHFE.rb2501 | Vol: 1 | Price: 3329.00 | Comm: 0.33 | PnL: -18.00\n",
|
||
" 2024-12-05 11:00:00 | SELL | SHFE.rb2501 | Vol: 1 | Price: 3292.00 | Comm: 0.33\n",
|
||
" 2024-12-05 14:45:00 | CLOSE_SHORT | SHFE.rb2501 | Vol: 1 | Price: 3283.00 | Comm: 0.33 | PnL: 9.00\n",
|
||
" 2024-12-18 14:45:00 | SELL | SHFE.rb2505 | Vol: 1 | Price: 3308.00 | Comm: 0.33\n",
|
||
" 2024-12-26 09:45:00 | CLOSE_SHORT | SHFE.rb2505 | Vol: 1 | Price: 3321.00 | Comm: 0.33 | PnL: -13.00\n",
|
||
"正在计算绩效指标...\n",
|
||
"total_return: 0.01595601699999971, annualized_return:0.0027416888292601804, 252 / total_days:0.17295813315030886\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 : 101595.60\n",
|
||
"总收益率 : 1.60%\n",
|
||
"年化收益率 : 0.27%\n",
|
||
"最大回撤 : 0.93%\n",
|
||
"夏普比率 : 0.14\n",
|
||
"卡玛比率 : 0.29\n",
|
||
"总交易次数 : 234\n",
|
||
"总实现盈亏 : 1695.00\n",
|
||
"交易成本 : 99.40\n",
|
||
"\n",
|
||
"--- 交易详情 ---\n",
|
||
"盈利交易次数 : 35\n",
|
||
"亏损交易次数 : 82\n",
|
||
"胜率 : 29.91%\n",
|
||
"盈亏比 : 3.45\n",
|
||
"平均每次盈利 : 151.09\n",
|
||
"平均每次亏损 : -43.82\n",
|
||
"正在绘制绩效图表...\n"
|
||
]
|
||
},
|
||
{
|
||
"data": {
|
||
"text/plain": [
|
||
"<Figure size 1400x1000 with 2 Axes>"
|
||
],
|
||
"image/png": 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"
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data",
|
||
"jetTransient": {
|
||
"display_id": null
|
||
}
|
||
},
|
||
{
|
||
"data": {
|
||
"text/plain": [
|
||
"<Figure size 1400x700 with 1 Axes>"
|
||
],
|
||
"image/png": 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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(101595.60169999997), '总收益率': np.float64(0.01595601699999971), '年化收益率': np.float64(0.0027416888292601804), '最大回撤': np.float64(0.009314395251809444), '夏普比率': np.float64(0.1370947822507793), '卡玛比率': np.float64(0.2943496335661267), '总交易次数': 234, '交易成本': 99.3983, '总实现盈亏': 1695.0, '胜率': 0.29914529914529914, '盈亏比': 3.4481014671384833, '盈利交易次数': 35, '亏损交易次数': 82, '平均每次盈利': 151.0857142857143, '平均每次亏损': -43.81707317073171, 'initial_capital': 100000.0, 'final_capital': np.float64(101595.60169999997), 'total_return': np.float64(0.01595601699999971), 'annualized_return': np.float64(0.0027416888292601804), 'max_drawdown': np.float64(0.009314395251809444), 'sharpe_ratio': np.float64(0.1370947822507793), 'calmar_ratio': np.float64(0.2943496335661267), 'sortino_ratio': np.float64(0.11400401196758053), 'total_trades': 234, 'transaction_costs': 99.3983, 'total_realized_pnl': 1695.0, 'win_rate': 0.29914529914529914, 'profit_loss_ratio': 3.4481014671384833, 'winning_trades_count': 35, 'losing_trades_count': 82, 'avg_profit_per_trade': 151.0857142857143, 'avg_loss_per_trade': -43.81707317073171}\n",
|
||
"指标 'rsi_5' 没有对应的有效平仓交易数据。跳过绘图。\n",
|
||
"指标 'rsi_7' 没有对应的有效平仓交易数据。跳过绘图。\n",
|
||
"指标 'rsi_10' 没有对应的有效平仓交易数据。跳过绘图。\n",
|
||
"指标 'rsi_14' 没有对应的有效平仓交易数据。跳过绘图。\n",
|
||
"指标 'rsi_15' 没有对应的有效平仓交易数据。跳过绘图。\n",
|
||
"指标 'rsi_20' 没有对应的有效平仓交易数据。跳过绘图。\n",
|
||
"指标 'rsi_25' 没有对应的有效平仓交易数据。跳过绘图。\n",
|
||
"指标 'rsi_30' 没有对应的有效平仓交易数据。跳过绘图。\n",
|
||
"指标 'rsi_35' 没有对应的有效平仓交易数据。跳过绘图。\n",
|
||
"指标 'rsi_40' 没有对应的有效平仓交易数据。跳过绘图。\n",
|
||
"指标 'range_0' 没有对应的有效平仓交易数据。跳过绘图。\n",
|
||
"指标 'range_1' 没有对应的有效平仓交易数据。跳过绘图。\n",
|
||
"指标 'range_6' 没有对应的有效平仓交易数据。跳过绘图。\n",
|
||
"指标 'range_13' 没有对应的有效平仓交易数据。跳过绘图。\n",
|
||
"指标 'range_20' 没有对应的有效平仓交易数据。跳过绘图。\n",
|
||
"指标 'stoch_k_14_3' 没有对应的有效平仓交易数据。跳过绘图。\n",
|
||
"指标 'stoch_k_5_3' 没有对应的有效平仓交易数据。跳过绘图。\n",
|
||
"指标 'stoch_k_21_5' 没有对应的有效平仓交易数据。跳过绘图。\n",
|
||
"指标 'roc_5' 没有对应的有效平仓交易数据。跳过绘图。\n",
|
||
"指标 'roc_10' 没有对应的有效平仓交易数据。跳过绘图。\n",
|
||
"指标 'roc_15' 没有对应的有效平仓交易数据。跳过绘图。\n",
|
||
"指标 'roc_20' 没有对应的有效平仓交易数据。跳过绘图。\n",
|
||
"指标 'roc_ma_5_5' 没有对应的有效平仓交易数据。跳过绘图。\n",
|
||
"指标 'roc_ma_5_10' 没有对应的有效平仓交易数据。跳过绘图。\n",
|
||
"指标 'roc_ma_10_10' 没有对应的有效平仓交易数据。跳过绘图。\n",
|
||
"指标 'roc_ma_10_20' 没有对应的有效平仓交易数据。跳过绘图。\n",
|
||
"指标 'roc_ma_20_20' 没有对应的有效平仓交易数据。跳过绘图。\n",
|
||
"指标 'roc_ma_20_40' 没有对应的有效平仓交易数据。跳过绘图。\n",
|
||
"指标 'natr_5' 没有对应的有效平仓交易数据。跳过绘图。\n",
|
||
"指标 'natr_14' 没有对应的有效平仓交易数据。跳过绘图。\n",
|
||
"指标 'natr_21' 没有对应的有效平仓交易数据。跳过绘图。\n",
|
||
"指标 'adx_7' 没有对应的有效平仓交易数据。跳过绘图。\n",
|
||
"指标 'adx_14' 没有对应的有效平仓交易数据。跳过绘图。\n",
|
||
"指标 'adx_30' 没有对应的有效平仓交易数据。跳过绘图。\n",
|
||
"指标 'adx_60' 没有对应的有效平仓交易数据。跳过绘图。\n",
|
||
"指标 'adx_120' 没有对应的有效平仓交易数据。跳过绘图。\n",
|
||
"指标 'adx_240' 没有对应的有效平仓交易数据。跳过绘图。\n",
|
||
"指标 'bbw_10_15' 没有对应的有效平仓交易数据。跳过绘图。\n",
|
||
"指标 'bbw_20_20' 没有对应的有效平仓交易数据。跳过绘图。\n",
|
||
"指标 'bbw_50_25' 没有对应的有效平仓交易数据。跳过绘图。\n",
|
||
"指标 'price_range_to_vol_ratio_n3_atr5' 没有对应的有效平仓交易数据。跳过绘图。\n",
|
||
"指标 'price_range_to_vol_ratio_n3_atr14' 没有对应的有效平仓交易数据。跳过绘图。\n",
|
||
"指标 'price_range_to_vol_ratio_n3_atr21' 没有对应的有效平仓交易数据。跳过绘图。\n",
|
||
"指标 'price_range_to_vol_ratio_n7_atr5' 没有对应的有效平仓交易数据。跳过绘图。\n",
|
||
"指标 'price_range_to_vol_ratio_n7_atr14' 没有对应的有效平仓交易数据。跳过绘图。\n",
|
||
"指标 'price_range_to_vol_ratio_n7_atr21' 没有对应的有效平仓交易数据。跳过绘图。\n",
|
||
"指标 'price_range_to_vol_ratio_n21_atr5' 没有对应的有效平仓交易数据。跳过绘图。\n",
|
||
"指标 'price_range_to_vol_ratio_n21_atr14' 没有对应的有效平仓交易数据。跳过绘图。\n",
|
||
"指标 'price_range_to_vol_ratio_n21_atr21' 没有对应的有效平仓交易数据。跳过绘图。\n",
|
||
"\n",
|
||
"所有指标的分析图表已生成。\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
|
||
}
|