1369 lines
332 KiB
Plaintext
1369 lines
332 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": "2025-10-08T06:02:26.593723Z",
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"start_time": "2025-10-08T06:02:26.561273Z"
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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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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"The autoreload extension is already loaded. To reload it, use:\n",
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" %reload_ext autoreload\n"
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]
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}
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],
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"execution_count": 91
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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": "2025-10-08T06:02:26.627728Z",
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"start_time": "2025-10-08T06:02:26.602107Z"
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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 futures_trading_strategies.MA.ValueMigrationStrategy.ValueMigrationStrategy2 import ValueMigrationStrategy\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@CZCE_MA/KQ_m@CZCE_MA_min15.csv'\n"
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||
],
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||
"outputs": [],
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||
"execution_count": 92
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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": "2025-10-08T06:02:26.663044Z",
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||
"start_time": "2025-10-08T06:02:26.638211Z"
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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@CZCE_MA', # 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(2022, 1, 1)\n",
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"end_time = datetime(2024, 1, 1)\n",
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"\n",
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"start_time = datetime(2025, 1, 1)\n",
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"end_time = datetime(2025, 10, 9)\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": 93
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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": "2025-10-08T06:02:29.355822Z",
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"start_time": "2025-10-08T06:02:26.668066Z"
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}
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},
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"source": [
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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': 'MA', # <-- 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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" 'hvn_distance_ticks': 5,\n",
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" # 'stop_loss_atr': 0.5,\n",
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" # 'take_profit_atr': 1,\n",
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" 'stop_loss_atr': 0.01,\n",
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" 'take_profit_atr': 0.01,\n",
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" 'order_direction': ['SELL', 'BUY'],\n",
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" # 'indicators': [NormalizedATR(21, 0.35, 0.6), NormalizedATR(21, 0.35, 0.6)],\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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"engine = BacktestEngine(\n",
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" data_manager=data_manager,\n",
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" strategy_class=ValueMigrationStrategy, # <--- 更改为您的 SMC 策略类\n",
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||
" # current_segment_symbol 参数已从 SMCPureH1LongStrategy 中移除，不需要设置\n",
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||
" strategy_params=strategy_parameters,\n",
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" initial_capital=initial_capital,\n",
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" slippage_rate=slippage_rate,\n",
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" commission_rate=commission_rate,\n",
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" roll_over_mode=True,\n",
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" start_time=start_time,\n",
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" end_time=end_time,\n",
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" indicators=indicators # 如果您的 SMC 策略不使用这些指标，也可以考虑移除\n",
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")\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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||
"name": "stdout",
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||
"output_type": "stream",
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||
"text": [
|
||
"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@CZCE_MA/KQ_m@CZCE_MA_min15.csv\n",
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||
"数据范围从 2020-12-31 14:45:00 到 2025-08-21 14:30:00\n",
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||
"总计 25596 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.MA.ValueMigrationStrategy.ValueMigrationStrategy2.ValueMigrationStrategy_2dcc18753864ac552dd0bc1acbade34e'\n",
|
||
"\n",
|
||
"--- 回测引擎初始化完成 ---\n",
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||
" 策略: ValueMigrationStrategy\n",
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||
" 初始资金: 100000.00\n",
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||
" 换月模式: 启用\n",
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||
"\n",
|
||
"开始运行回测...\n",
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||
"\n",
|
||
"--- 回测开始 ---\n",
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||
"ValueMigrationStrategy 策略初始化回调被调用。\n",
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||
"开始将 DataFrame 转换为 Bar 对象流...\n",
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"2596.0 2025-01-08 21:15:00\n",
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"2388.0 2025-04-08 11:15:00\n",
|
||
"2388.0 2025-04-08 22:15:00\n",
|
||
"2388.0 2025-04-08 22:45:00\n",
|
||
"2326.0 2025-04-09 09:15:00\n",
|
||
"2316.0 2025-04-09 10:00:00\n",
|
||
"2328.0 2025-04-09 11:00:00\n",
|
||
"2341.0 2025-04-09 13:30:00\n",
|
||
"2356.0 2025-04-09 14:15:00\n",
|
||
"2356.0 2025-04-09 21:15:00\n",
|
||
"2388.0 2025-04-10 09:15:00\n",
|
||
"2422.0 2025-04-10 21:15:00\n",
|
||
"2388.0 2025-04-11 11:15:00\n",
|
||
"2388.0 2025-04-11 14:45:00\n",
|
||
"2389.0 2025-04-11 21:15:00\n",
|
||
"2381.0 2025-04-14 14:30:00\n",
|
||
"2377.0 2025-04-15 21:15:00\n",
|
||
"2377.0 2025-04-16 09:15:00\n",
|
||
"2377.0 2025-04-16 13:45:00\n",
|
||
"2254.0 2025-04-16 22:00:00\n",
|
||
"2254.0 2025-04-17 09:00:00\n",
|
||
"2254.0 2025-04-17 09:45:00\n",
|
||
"2253.0 2025-04-17 14:15:00\n",
|
||
"2253.0 2025-04-17 21:15:00\n",
|
||
"2253.0 2025-04-17 22:15:00\n",
|
||
"2253.0 2025-04-18 13:30:00\n",
|
||
"2262.0 2025-04-21 21:45:00\n",
|
||
"2262.0 2025-04-22 09:15:00\n",
|
||
"2262.0 2025-04-22 10:45:00\n",
|
||
"2262.0 2025-04-22 13:45:00\n",
|
||
"2262.0 2025-04-22 14:15:00\n",
|
||
"2301.0 2025-04-23 14:15:00\n",
|
||
"2301.0 2025-04-23 14:45:00\n",
|
||
"2298.0 2025-04-23 21:15:00\n",
|
||
"2285.0 2025-04-24 14:45:00\n",
|
||
"2285.0 2025-04-24 21:15:00\n",
|
||
"2285.0 2025-04-25 09:15:00\n",
|
||
"2285.0 2025-04-25 09:45:00\n",
|
||
"2285.0 2025-04-25 14:15:00\n",
|
||
"2291.0 2025-04-29 09:15:00\n",
|
||
"2251.0 2025-05-06 09:45:00\n",
|
||
"2239.0 2025-05-06 10:45:00\n",
|
||
"2251.0 2025-05-07 09:15:00\n",
|
||
"2269.0 2025-05-07 09:45:00\n",
|
||
"2251.0 2025-05-07 10:00:00\n",
|
||
"2242.0 2025-05-07 11:15:00\n",
|
||
"2240.0 2025-05-07 21:00:00\n",
|
||
"2212.0 2025-05-08 10:30:00\n",
|
||
"2212.0 2025-05-08 11:00:00\n",
|
||
"2218.0 2025-05-08 22:30:00\n",
|
||
"2224.0 2025-05-09 09:15:00\n",
|
||
"2240.0 2025-05-09 09:45:00\n",
|
||
"2224.0 2025-05-09 22:15:00\n",
|
||
"2236.0 2025-05-12 09:15:00\n",
|
||
"2278.0 2025-05-12 21:15:00\n",
|
||
"2280.0 2025-05-12 21:45:00\n",
|
||
"2263.0 2025-05-13 10:30:00\n",
|
||
"2278.0 2025-05-13 14:45:00\n",
|
||
"2352.0 2025-05-14 10:00:00\n",
|
||
"2340.0 2025-05-14 10:45:00\n",
|
||
"2363.0 2025-05-14 14:15:00\n",
|
||
"2362.0 2025-05-14 21:15:00\n",
|
||
"2349.0 2025-05-15 09:00:00\n",
|
||
"2348.0 2025-05-15 09:15:00\n",
|
||
"2330.0 2025-05-15 09:45:00\n",
|
||
"2329.0 2025-05-15 10:30:00\n",
|
||
"2315.0 2025-05-15 22:45:00\n",
|
||
"2315.0 2025-05-16 09:15:00\n",
|
||
"2315.0 2025-05-16 09:45:00\n",
|
||
"2315.0 2025-05-16 10:30:00\n",
|
||
"2304.0 2025-05-16 13:30:00\n",
|
||
"2295.0 2025-05-16 14:15:00\n",
|
||
"2295.0 2025-05-16 21:15:00\n",
|
||
"2265.0 2025-05-19 14:15:00\n",
|
||
"2272.0 2025-05-20 10:30:00\n",
|
||
"2254.0 2025-05-20 21:00:00\n",
|
||
"2268.0 2025-05-21 09:45:00\n",
|
||
"2268.0 2025-05-21 11:15:00\n",
|
||
"2268.0 2025-05-21 14:15:00\n",
|
||
"2268.0 2025-05-21 21:15:00\n",
|
||
"2268.0 2025-05-21 21:45:00\n",
|
||
"2268.0 2025-05-21 22:30:00\n",
|
||
"2252.0 2025-05-22 09:15:00\n",
|
||
"2254.0 2025-05-22 10:45:00\n",
|
||
"2225.0 2025-05-23 21:15:00\n",
|
||
"2245.0 2025-05-26 09:00:00\n",
|
||
"2212.0 2025-05-26 21:15:00\n",
|
||
"2191.0 2025-05-27 09:45:00\n",
|
||
"2191.0 2025-05-27 10:30:00\n",
|
||
"2203.0 2025-05-27 13:30:00\n",
|
||
"2211.0 2025-05-28 09:00:00\n",
|
||
"2205.0 2025-05-28 10:45:00\n",
|
||
"2193.0 2025-05-28 21:30:00\n",
|
||
"2193.0 2025-05-28 22:00:00\n",
|
||
"2193.0 2025-05-29 09:15:00\n",
|
||
"2193.0 2025-05-29 09:45:00\n",
|
||
"2210.0 2025-05-29 10:00:00\n",
|
||
"2210.0 2025-05-29 10:45:00\n",
|
||
"2210.0 2025-05-29 13:45:00\n",
|
||
"2210.0 2025-05-29 21:15:00\n",
|
||
"2210.0 2025-05-29 22:00:00\n",
|
||
"2212.0 2025-05-30 09:15:00\n",
|
||
"2210.0 2025-05-30 11:15:00\n",
|
||
"2210.0 2025-05-30 13:45:00\n",
|
||
"2210.0 2025-05-30 14:30:00\n",
|
||
"2210.0 2025-06-03 11:00:00\n",
|
||
"2227.0 2025-06-03 13:30:00\n",
|
||
"2227.0 2025-06-03 14:00:00\n",
|
||
"2255.0 2025-06-04 09:30:00\n",
|
||
"2248.0 2025-06-04 09:45:00\n",
|
||
"2268.0 2025-06-04 14:45:00\n",
|
||
"2268.0 2025-06-04 21:15:00\n",
|
||
"2257.0 2025-06-04 22:45:00\n",
|
||
"2269.0 2025-06-05 09:30:00\n",
|
||
"2257.0 2025-06-05 10:45:00\n",
|
||
"2256.0 2025-06-05 21:00:00\n",
|
||
"2268.0 2025-06-05 21:30:00\n",
|
||
"2266.0 2025-06-06 10:00:00\n",
|
||
"2257.0 2025-06-06 21:15:00\n",
|
||
"2265.0 2025-06-09 21:45:00\n",
|
||
"2288.0 2025-06-10 10:45:00\n",
|
||
"2288.0 2025-06-11 14:30:00\n",
|
||
"2289.0 2025-06-12 21:15:00\n",
|
||
"2391.0 2025-06-13 10:30:00\n",
|
||
"2413.0 2025-06-13 13:30:00\n",
|
||
"2389.0 2025-06-13 14:30:00\n",
|
||
"2384.0 2025-06-13 22:45:00\n",
|
||
"2384.0 2025-06-16 09:15:00\n",
|
||
"2411.0 2025-06-16 09:30:00\n",
|
||
"2440.0 2025-06-16 10:00:00\n",
|
||
"2468.0 2025-06-16 13:30:00\n",
|
||
"2453.0 2025-06-16 14:15:00\n",
|
||
"2456.0 2025-06-16 14:45:00\n",
|
||
"2456.0 2025-06-16 21:15:00\n",
|
||
"2444.0 2025-06-16 22:00:00\n",
|
||
"2413.0 2025-06-16 22:15:00\n",
|
||
"2410.0 2025-06-17 09:00:00\n",
|
||
"2443.0 2025-06-17 10:00:00\n",
|
||
"2452.0 2025-06-17 10:30:00\n",
|
||
"2456.0 2025-06-17 11:00:00\n",
|
||
"2452.0 2025-06-17 14:45:00\n",
|
||
"2475.0 2025-06-17 21:15:00\n",
|
||
"2489.0 2025-06-17 21:30:00\n",
|
||
"2501.0 2025-06-17 22:15:00\n",
|
||
"2501.0 2025-06-18 09:00:00\n",
|
||
"2521.0 2025-06-18 21:15:00\n",
|
||
"2536.0 2025-06-18 22:15:00\n",
|
||
"2521.0 2025-06-19 09:00:00\n",
|
||
"2521.0 2025-06-19 09:30:00\n",
|
||
"2537.0 2025-06-19 11:15:00\n",
|
||
"2537.0 2025-06-19 13:45:00\n",
|
||
"2546.0 2025-06-19 14:15:00\n",
|
||
"2553.0 2025-06-19 22:30:00\n",
|
||
"2553.0 2025-06-20 09:15:00\n",
|
||
"2545.0 2025-06-20 09:30:00\n",
|
||
"2545.0 2025-06-20 10:00:00\n",
|
||
"2519.0 2025-06-20 14:45:00\n",
|
||
"2519.0 2025-06-20 21:15:00\n",
|
||
"2518.0 2025-06-20 21:45:00\n",
|
||
"2518.0 2025-06-23 09:45:00\n",
|
||
"2496.0 2025-06-23 13:45:00\n",
|
||
"2496.0 2025-06-23 21:15:00\n",
|
||
"2477.0 2025-06-23 21:45:00\n",
|
||
"2471.0 2025-06-23 22:00:00\n",
|
||
"2380.0 2025-06-24 10:00:00\n",
|
||
"2376.0 2025-06-24 13:30:00\n",
|
||
"2376.0 2025-06-24 21:00:00\n",
|
||
"2383.0 2025-06-24 22:00:00\n",
|
||
"2389.0 2025-06-25 21:45:00\n",
|
||
"2389.0 2025-06-26 10:45:00\n",
|
||
"2389.0 2025-06-26 13:30:00\n",
|
||
"2413.0 2025-06-26 14:30:00\n",
|
||
"2414.0 2025-06-26 21:45:00\n",
|
||
"2415.0 2025-06-27 09:15:00\n",
|
||
"2389.0 2025-06-27 13:45:00\n",
|
||
"2389.0 2025-06-27 21:45:00\n",
|
||
"2389.0 2025-06-30 09:00:00\n",
|
||
"2389.0 2025-06-30 14:15:00\n",
|
||
"2377.0 2025-07-01 14:30:00\n",
|
||
"2389.0 2025-07-01 22:00:00\n",
|
||
"2389.0 2025-07-02 09:30:00\n",
|
||
"2389.0 2025-07-02 10:45:00\n",
|
||
"2403.0 2025-07-03 09:15:00\n",
|
||
"2401.0 2025-07-03 11:15:00\n",
|
||
"2421.0 2025-07-04 09:45:00\n",
|
||
"2414.0 2025-07-04 10:45:00\n",
|
||
"2401.0 2025-07-04 14:15:00\n",
|
||
"2400.0 2025-07-04 22:15:00\n",
|
||
"2400.0 2025-07-07 09:15:00\n",
|
||
"2387.0 2025-07-07 10:30:00\n",
|
||
"2387.0 2025-07-07 11:00:00\n",
|
||
"2390.0 2025-07-07 14:30:00\n",
|
||
"2390.0 2025-07-07 21:00:00\n",
|
||
"2385.0 2025-07-08 09:30:00\n",
|
||
"2385.0 2025-07-08 13:45:00\n",
|
||
"2357.0 2025-07-08 21:45:00\n",
|
||
"2365.0 2025-07-08 22:45:00\n",
|
||
"2365.0 2025-07-09 10:45:00\n",
|
||
"2365.0 2025-07-09 14:00:00\n",
|
||
"2385.0 2025-07-09 21:30:00\n",
|
||
"2399.0 2025-07-10 14:30:00\n",
|
||
"2399.0 2025-07-10 21:00:00\n",
|
||
"2386.0 2025-07-10 22:15:00\n",
|
||
"2386.0 2025-07-11 09:15:00\n",
|
||
"2368.0 2025-07-11 14:15:00\n",
|
||
"2368.0 2025-07-11 21:00:00\n",
|
||
"2386.0 2025-07-14 09:15:00\n",
|
||
"2386.0 2025-07-14 10:00:00\n",
|
||
"2385.0 2025-07-14 11:00:00\n",
|
||
"2397.0 2025-07-15 09:15:00\n",
|
||
"2386.0 2025-07-15 10:30:00\n",
|
||
"2385.0 2025-07-15 21:00:00\n",
|
||
"2385.0 2025-07-15 21:45:00\n",
|
||
"2369.0 2025-07-16 22:15:00\n",
|
||
"2369.0 2025-07-17 09:15:00\n",
|
||
"2369.0 2025-07-17 10:45:00\n",
|
||
"2380.0 2025-07-17 22:15:00\n",
|
||
"2380.0 2025-07-17 22:45:00\n",
|
||
"2380.0 2025-07-18 10:30:00\n",
|
||
"2371.0 2025-07-18 10:45:00\n",
|
||
"2370.0 2025-07-18 21:15:00\n",
|
||
"2399.0 2025-07-21 09:15:00\n",
|
||
"2399.0 2025-07-21 10:00:00\n",
|
||
"2415.0 2025-07-22 09:15:00\n",
|
||
"2405.0 2025-07-22 13:45:00\n",
|
||
"2429.0 2025-07-22 14:15:00\n",
|
||
"2448.0 2025-07-22 14:45:00\n",
|
||
"2439.0 2025-07-22 21:15:00\n",
|
||
"2439.0 2025-07-22 21:45:00\n",
|
||
"2448.0 2025-07-23 09:00:00\n",
|
||
"2448.0 2025-07-23 09:30:00\n",
|
||
"2415.0 2025-07-23 11:00:00\n",
|
||
"2405.0 2025-07-23 14:45:00\n",
|
||
"2415.0 2025-07-23 21:15:00\n",
|
||
"2438.0 2025-07-23 21:30:00\n",
|
||
"2469.0 2025-07-23 22:45:00\n",
|
||
"2467.0 2025-07-24 10:00:00\n",
|
||
"2492.0 2025-07-24 14:45:00\n",
|
||
"2515.0 2025-07-25 09:45:00\n",
|
||
"2515.0 2025-07-25 11:00:00\n",
|
||
"2506.0 2025-07-25 11:15:00\n",
|
||
"2506.0 2025-07-25 13:45:00\n",
|
||
"2506.0 2025-07-25 14:30:00\n",
|
||
"2515.0 2025-07-25 14:45:00\n",
|
||
"2492.0 2025-07-25 21:15:00\n",
|
||
"2473.0 2025-07-25 22:15:00\n",
|
||
"2445.0 2025-07-25 22:45:00\n",
|
||
"2416.0 2025-07-28 10:45:00\n",
|
||
"2415.0 2025-07-29 09:15:00\n",
|
||
"2415.0 2025-07-29 09:45:00\n",
|
||
"2415.0 2025-07-29 11:00:00\n",
|
||
"2427.0 2025-07-29 14:30:00\n",
|
||
"2427.0 2025-07-29 21:00:00\n",
|
||
"2442.0 2025-07-29 22:45:00\n",
|
||
"2427.0 2025-07-30 13:30:00\n",
|
||
"2415.0 2025-07-30 22:30:00\n",
|
||
"2415.0 2025-07-31 09:15:00\n",
|
||
"2415.0 2025-07-31 10:45:00\n",
|
||
"2415.0 2025-07-31 13:30:00\n",
|
||
"2385.0 2025-08-04 13:45:00\n",
|
||
"2385.0 2025-08-04 21:15:00\n",
|
||
"2383.0 2025-08-05 13:45:00\n",
|
||
"2392.0 2025-08-05 22:30:00\n",
|
||
"2402.0 2025-08-06 11:00:00\n",
|
||
"2402.0 2025-08-06 13:45:00\n",
|
||
"2402.0 2025-08-06 21:15:00\n",
|
||
"2402.0 2025-08-06 22:00:00\n",
|
||
"2402.0 2025-08-06 22:30:00\n",
|
||
"2389.0 2025-08-07 22:15:00\n",
|
||
"2389.0 2025-08-08 10:00:00\n",
|
||
"2389.0 2025-08-08 10:45:00\n",
|
||
"2390.0 2025-08-08 21:45:00\n",
|
||
"2390.0 2025-08-08 22:15:00\n",
|
||
"2390.0 2025-08-11 14:45:00\n",
|
||
"2385.0 2025-08-12 10:30:00\n",
|
||
"2390.0 2025-08-12 21:15:00\n",
|
||
"2389.0 2025-08-13 13:30:00\n",
|
||
"2350.0 2025-08-14 13:30:00\n",
|
||
"2346.0 2025-08-14 14:30:00\n",
|
||
"2346.0 2025-08-14 21:15:00\n",
|
||
"2447.0 2025-08-14 21:30:00\n",
|
||
"2447.0 2025-08-14 22:15:00\n",
|
||
"2437.0 2025-08-15 09:15:00\n",
|
||
"2429.0 2025-08-15 10:45:00\n",
|
||
"2416.0 2025-08-15 13:45:00\n",
|
||
"2416.0 2025-08-15 14:30:00\n",
|
||
"2411.0 2025-08-15 22:45:00\n",
|
||
"2388.0 2025-08-18 21:15:00\n",
|
||
"2380.0 2025-08-18 21:30:00\n",
|
||
"2374.0 2025-08-19 09:15:00\n",
|
||
"2395.0 2025-08-20 10:30:00\n",
|
||
"2409.0 2025-08-20 13:45:00\n",
|
||
"2425.0 2025-08-20 14:30:00\n",
|
||
"2416.0 2025-08-20 21:30:00\n",
|
||
"2411.0 2025-08-20 22:30:00\n",
|
||
"2411.0 2025-08-21 09:15:00\n",
|
||
"Bar 对象流生成完毕。\n",
|
||
"\n",
|
||
"--- 回测结束，检查并平仓所有剩余持仓 ---\n",
|
||
"--- 回测结束 ---\n",
|
||
"总计处理了 3524 根K线。\n",
|
||
"总计发生了 540 笔交易。\n",
|
||
"最终总净值: 99117.62\n",
|
||
"总收益率: -0.88%\n",
|
||
"\n",
|
||
"回测运行完毕。\n"
|
||
]
|
||
}
|
||
],
|
||
"execution_count": 94
|
||
},
|
||
{
|
||
"metadata": {
|
||
"ExecuteTime": {
|
||
"end_time": "2025-10-08T06:02:29.681512Z",
|
||
"start_time": "2025-10-08T06:02:29.429182Z"
|
||
}
|
||
},
|
||
"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",
|
||
" 2025-01-09 10:45:00 | SELL | CZCE.MA505 | Vol: 1 | Price: 2572.00 | Comm: 0.26\n",
|
||
" 2025-01-09 11:00:00 | CLOSE_SHORT | CZCE.MA505 | Vol: 1 | Price: 2573.00 | Comm: 0.26 | PnL: -1.00\n",
|
||
" 2025-01-09 14:30:00 | BUY | CZCE.MA505 | Vol: 1 | Price: 2587.00 | Comm: 0.26\n",
|
||
" 2025-01-09 14:45:00 | CLOSE_LONG | CZCE.MA505 | Vol: 1 | Price: 2587.00 | Comm: 0.26 | PnL: 0.00\n",
|
||
" 2025-01-09 21:15:00 | BUY | CZCE.MA505 | Vol: 1 | Price: 2587.00 | Comm: 0.26\n",
|
||
" 2025-01-09 21:30:00 | CLOSE_LONG | CZCE.MA505 | Vol: 1 | Price: 2581.00 | Comm: 0.26 | PnL: -6.00\n",
|
||
" 2025-01-10 10:45:00 | BUY | CZCE.MA505 | Vol: 1 | Price: 2591.00 | Comm: 0.26\n",
|
||
" 2025-01-10 11:00:00 | CLOSE_LONG | CZCE.MA505 | Vol: 1 | Price: 2586.00 | Comm: 0.26 | PnL: -5.00\n",
|
||
" 2025-01-14 09:15:00 | SELL | CZCE.MA505 | Vol: 1 | Price: 2650.00 | Comm: 0.27\n",
|
||
" 2025-01-14 09:30:00 | CLOSE_SHORT | CZCE.MA505 | Vol: 1 | Price: 2650.00 | Comm: 0.27 | PnL: 0.00\n",
|
||
" 2025-01-14 14:15:00 | BUY | CZCE.MA505 | Vol: 1 | Price: 2638.00 | Comm: 0.26\n",
|
||
" 2025-01-14 14:30:00 | CLOSE_LONG | CZCE.MA505 | Vol: 1 | Price: 2634.00 | Comm: 0.26 | PnL: -4.00\n",
|
||
" 2025-01-16 09:45:00 | BUY | CZCE.MA505 | Vol: 1 | Price: 2650.00 | Comm: 0.27\n",
|
||
" 2025-01-16 10:00:00 | CLOSE_LONG | CZCE.MA505 | Vol: 1 | Price: 2634.00 | Comm: 0.26 | PnL: -16.00\n",
|
||
" 2025-01-16 10:30:00 | SELL | CZCE.MA505 | Vol: 1 | Price: 2637.00 | Comm: 0.26\n",
|
||
" 2025-01-16 10:45:00 | CLOSE_SHORT | CZCE.MA505 | Vol: 1 | Price: 2641.00 | Comm: 0.26 | PnL: -4.00\n",
|
||
" 2025-01-16 21:00:00 | SELL | CZCE.MA505 | Vol: 1 | Price: 2618.00 | Comm: 0.26\n",
|
||
" 2025-01-16 21:15:00 | CLOSE_SHORT | CZCE.MA505 | Vol: 1 | Price: 2611.00 | Comm: 0.26 | PnL: 7.00\n",
|
||
" 2025-01-17 13:30:00 | SELL | CZCE.MA505 | Vol: 1 | Price: 2618.00 | Comm: 0.26\n",
|
||
" 2025-01-17 13:45:00 | CLOSE_SHORT | CZCE.MA505 | Vol: 1 | Price: 2618.00 | Comm: 0.26 | PnL: 0.00\n",
|
||
" 2025-01-17 14:00:00 | BUY | CZCE.MA505 | Vol: 1 | Price: 2608.00 | Comm: 0.26\n",
|
||
" 2025-01-17 14:15:00 | CLOSE_LONG | CZCE.MA505 | Vol: 1 | Price: 2610.00 | Comm: 0.26 | PnL: 2.00\n",
|
||
" 2025-01-17 21:45:00 | BUY | CZCE.MA505 | Vol: 1 | Price: 2593.00 | Comm: 0.26\n",
|
||
" 2025-01-17 22:00:00 | CLOSE_LONG | CZCE.MA505 | Vol: 1 | Price: 2588.00 | Comm: 0.26 | PnL: -5.00\n",
|
||
" 2025-01-20 10:00:00 | BUY | CZCE.MA505 | Vol: 1 | Price: 2578.00 | Comm: 0.26\n",
|
||
" 2025-01-20 10:30:00 | CLOSE_LONG | CZCE.MA505 | Vol: 1 | Price: 2565.00 | Comm: 0.26 | PnL: -13.00\n",
|
||
" 2025-01-21 09:45:00 | BUY | CZCE.MA505 | Vol: 1 | Price: 2595.00 | Comm: 0.26\n",
|
||
" 2025-01-21 10:00:00 | CLOSE_LONG | CZCE.MA505 | Vol: 1 | Price: 2589.00 | Comm: 0.26 | PnL: -6.00\n",
|
||
" 2025-01-21 10:30:00 | SELL | CZCE.MA505 | Vol: 1 | Price: 2593.00 | Comm: 0.26\n",
|
||
" 2025-01-21 10:45:00 | CLOSE_SHORT | CZCE.MA505 | Vol: 1 | Price: 2602.00 | Comm: 0.26 | PnL: -9.00\n",
|
||
" 2025-01-22 09:45:00 | SELL | CZCE.MA505 | Vol: 1 | Price: 2584.00 | Comm: 0.26\n",
|
||
" 2025-01-22 10:00:00 | CLOSE_SHORT | CZCE.MA505 | Vol: 1 | Price: 2575.00 | Comm: 0.26 | PnL: 9.00\n",
|
||
" 2025-01-22 10:45:00 | SELL | CZCE.MA505 | Vol: 1 | Price: 2584.00 | Comm: 0.26\n",
|
||
" 2025-01-22 11:00:00 | CLOSE_SHORT | CZCE.MA505 | Vol: 1 | Price: 2587.00 | Comm: 0.26 | PnL: -3.00\n",
|
||
" 2025-01-23 11:00:00 | SELL | CZCE.MA505 | Vol: 1 | Price: 2547.00 | Comm: 0.25\n",
|
||
" 2025-01-23 11:15:00 | CLOSE_SHORT | CZCE.MA505 | Vol: 1 | Price: 2553.00 | Comm: 0.26 | PnL: -6.00\n",
|
||
" 2025-01-23 21:15:00 | SELL | CZCE.MA505 | Vol: 1 | Price: 2552.00 | Comm: 0.26\n",
|
||
" 2025-01-23 21:30:00 | CLOSE_SHORT | CZCE.MA505 | Vol: 1 | Price: 2555.00 | Comm: 0.26 | PnL: -3.00\n",
|
||
" 2025-01-24 21:15:00 | SELL | CZCE.MA505 | Vol: 1 | Price: 2562.00 | Comm: 0.26\n",
|
||
" 2025-01-24 21:30:00 | CLOSE_SHORT | CZCE.MA505 | Vol: 1 | Price: 2566.00 | Comm: 0.26 | PnL: -4.00\n",
|
||
" 2025-01-27 09:15:00 | BUY | CZCE.MA505 | Vol: 1 | Price: 2555.00 | Comm: 0.26\n",
|
||
" 2025-01-27 09:30:00 | CLOSE_LONG | CZCE.MA505 | Vol: 1 | Price: 2548.00 | Comm: 0.25 | PnL: -7.00\n",
|
||
" 2025-01-27 14:15:00 | BUY | CZCE.MA505 | Vol: 1 | Price: 2565.00 | Comm: 0.26\n",
|
||
" 2025-01-27 14:30:00 | CLOSE_LONG | CZCE.MA505 | Vol: 1 | Price: 2560.00 | Comm: 0.26 | PnL: -5.00\n",
|
||
" 2025-02-05 10:30:00 | BUY | CZCE.MA505 | Vol: 1 | Price: 2565.00 | Comm: 0.26\n",
|
||
" 2025-02-05 10:45:00 | CLOSE_LONG | CZCE.MA505 | Vol: 1 | Price: 2564.00 | Comm: 0.26 | PnL: -1.00\n",
|
||
" 2025-02-07 10:30:00 | SELL | CZCE.MA505 | Vol: 1 | Price: 2588.00 | Comm: 0.26\n",
|
||
" 2025-02-07 10:45:00 | CLOSE_SHORT | CZCE.MA505 | Vol: 1 | Price: 2588.00 | Comm: 0.26 | PnL: 0.00\n",
|
||
" 2025-02-07 11:00:00 | SELL | CZCE.MA505 | Vol: 1 | Price: 2588.00 | Comm: 0.26\n",
|
||
" 2025-02-07 11:15:00 | CLOSE_SHORT | CZCE.MA505 | Vol: 1 | Price: 2599.00 | Comm: 0.26 | PnL: -11.00\n",
|
||
" 2025-02-07 13:30:00 | BUY | CZCE.MA505 | Vol: 1 | Price: 2590.00 | Comm: 0.26\n",
|
||
" 2025-02-07 13:45:00 | CLOSE_LONG | CZCE.MA505 | Vol: 1 | Price: 2594.00 | Comm: 0.26 | PnL: 4.00\n",
|
||
" 2025-02-07 14:00:00 | BUY | CZCE.MA505 | Vol: 1 | Price: 2590.00 | Comm: 0.26\n",
|
||
" 2025-02-07 14:15:00 | CLOSE_LONG | CZCE.MA505 | Vol: 1 | Price: 2586.00 | Comm: 0.26 | PnL: -4.00\n",
|
||
" 2025-02-07 14:45:00 | SELL | CZCE.MA505 | Vol: 1 | Price: 2588.00 | Comm: 0.26\n",
|
||
" 2025-02-07 21:00:00 | CLOSE_SHORT | CZCE.MA505 | Vol: 1 | Price: 2589.00 | Comm: 0.26 | PnL: -1.00\n",
|
||
" 2025-02-10 10:30:00 | BUY | CZCE.MA505 | Vol: 1 | Price: 2590.00 | Comm: 0.26\n",
|
||
" 2025-02-10 10:45:00 | CLOSE_LONG | CZCE.MA505 | Vol: 1 | Price: 2587.00 | Comm: 0.26 | PnL: -3.00\n",
|
||
" 2025-02-12 22:15:00 | BUY | CZCE.MA505 | Vol: 1 | Price: 2570.00 | Comm: 0.26\n",
|
||
" 2025-02-12 22:30:00 | CLOSE_LONG | CZCE.MA505 | Vol: 1 | Price: 2569.00 | Comm: 0.26 | PnL: -1.00\n",
|
||
" 2025-02-12 22:45:00 | BUY | CZCE.MA505 | Vol: 1 | Price: 2570.00 | Comm: 0.26\n",
|
||
" 2025-02-13 09:00:00 | CLOSE_LONG | CZCE.MA505 | Vol: 1 | Price: 2565.00 | Comm: 0.26 | PnL: -5.00\n",
|
||
" 2025-02-13 21:15:00 | BUY | CZCE.MA505 | Vol: 1 | Price: 2532.00 | Comm: 0.25\n",
|
||
" 2025-02-13 21:45:00 | CLOSE_LONG | CZCE.MA505 | Vol: 1 | Price: 2533.00 | Comm: 0.25 | PnL: 1.00\n",
|
||
" 2025-02-14 13:45:00 | BUY | CZCE.MA505 | Vol: 1 | Price: 2545.00 | Comm: 0.25\n",
|
||
" 2025-02-14 14:00:00 | CLOSE_LONG | CZCE.MA505 | Vol: 1 | Price: 2538.00 | Comm: 0.25 | PnL: -7.00\n",
|
||
" 2025-02-17 09:30:00 | BUY | CZCE.MA505 | Vol: 1 | Price: 2529.00 | Comm: 0.25\n",
|
||
" 2025-02-17 09:45:00 | CLOSE_LONG | CZCE.MA505 | Vol: 1 | Price: 2526.00 | Comm: 0.25 | PnL: -3.00\n",
|
||
" 2025-02-17 11:00:00 | BUY | CZCE.MA505 | Vol: 1 | Price: 2535.00 | Comm: 0.25\n",
|
||
" 2025-02-17 11:15:00 | CLOSE_LONG | CZCE.MA505 | Vol: 1 | Price: 2531.00 | Comm: 0.25 | PnL: -4.00\n",
|
||
" 2025-02-17 13:30:00 | SELL | CZCE.MA505 | Vol: 1 | Price: 2533.00 | Comm: 0.25\n",
|
||
" 2025-02-17 13:45:00 | CLOSE_SHORT | CZCE.MA505 | Vol: 1 | Price: 2536.00 | Comm: 0.25 | PnL: -3.00\n",
|
||
" 2025-02-18 10:00:00 | SELL | CZCE.MA505 | Vol: 1 | Price: 2543.00 | Comm: 0.25\n",
|
||
" 2025-02-18 10:30:00 | CLOSE_SHORT | CZCE.MA505 | Vol: 1 | Price: 2546.00 | Comm: 0.25 | PnL: -3.00\n",
|
||
" 2025-02-18 11:00:00 | BUY | CZCE.MA505 | Vol: 1 | Price: 2545.00 | Comm: 0.25\n",
|
||
" 2025-02-18 11:15:00 | CLOSE_LONG | CZCE.MA505 | Vol: 1 | Price: 2546.00 | Comm: 0.25 | PnL: 1.00\n",
|
||
" 2025-02-19 14:30:00 | SELL | CZCE.MA505 | Vol: 1 | Price: 2543.00 | Comm: 0.25\n",
|
||
" 2025-02-19 14:45:00 | CLOSE_SHORT | CZCE.MA505 | Vol: 1 | Price: 2541.00 | Comm: 0.25 | PnL: 2.00\n",
|
||
" 2025-02-19 22:15:00 | SELL | CZCE.MA505 | Vol: 1 | Price: 2533.00 | Comm: 0.25\n",
|
||
" 2025-02-19 22:45:00 | CLOSE_SHORT | CZCE.MA505 | Vol: 1 | Price: 2536.00 | Comm: 0.25 | PnL: -3.00\n",
|
||
" 2025-02-21 22:15:00 | BUY | CZCE.MA505 | Vol: 1 | Price: 2568.00 | Comm: 0.26\n",
|
||
" 2025-02-21 22:30:00 | CLOSE_LONG | CZCE.MA505 | Vol: 1 | Price: 2559.00 | Comm: 0.26 | PnL: -9.00\n",
|
||
" 2025-02-24 09:15:00 | SELL | CZCE.MA505 | Vol: 1 | Price: 2549.00 | Comm: 0.25\n",
|
||
" 2025-02-24 09:30:00 | CLOSE_SHORT | CZCE.MA505 | Vol: 1 | Price: 2554.00 | Comm: 0.26 | PnL: -5.00\n",
|
||
" 2025-02-25 09:00:00 | BUY | CZCE.MA505 | Vol: 1 | Price: 2568.00 | Comm: 0.26\n",
|
||
" 2025-02-25 09:15:00 | CLOSE_LONG | CZCE.MA505 | Vol: 1 | Price: 2557.00 | Comm: 0.26 | PnL: -11.00\n",
|
||
" 2025-02-25 14:45:00 | BUY | CZCE.MA505 | Vol: 1 | Price: 2546.00 | Comm: 0.25\n",
|
||
" 2025-02-25 21:00:00 | CLOSE_LONG | CZCE.MA505 | Vol: 1 | Price: 2536.00 | Comm: 0.25 | PnL: -10.00\n",
|
||
" 2025-02-25 22:15:00 | SELL | CZCE.MA505 | Vol: 1 | Price: 2544.00 | Comm: 0.25\n",
|
||
" 2025-02-25 22:30:00 | CLOSE_SHORT | CZCE.MA505 | Vol: 1 | Price: 2544.00 | Comm: 0.25 | PnL: 0.00\n",
|
||
" 2025-02-27 13:30:00 | SELL | CZCE.MA505 | Vol: 1 | Price: 2566.00 | Comm: 0.26\n",
|
||
" 2025-02-27 13:45:00 | CLOSE_SHORT | CZCE.MA505 | Vol: 1 | Price: 2573.00 | Comm: 0.26 | PnL: -7.00\n",
|
||
" 2025-02-28 09:00:00 | SELL | CZCE.MA505 | Vol: 1 | Price: 2578.00 | Comm: 0.26\n",
|
||
" 2025-02-28 09:30:00 | CLOSE_SHORT | CZCE.MA505 | Vol: 1 | Price: 2579.00 | Comm: 0.26 | PnL: -1.00\n",
|
||
" 2025-02-28 09:45:00 | SELL | CZCE.MA505 | Vol: 1 | Price: 2578.00 | Comm: 0.26\n",
|
||
" 2025-02-28 10:00:00 | CLOSE_SHORT | CZCE.MA505 | Vol: 1 | Price: 2581.00 | Comm: 0.26 | PnL: -3.00\n",
|
||
" 2025-02-28 13:30:00 | BUY | CZCE.MA505 | Vol: 1 | Price: 2583.00 | Comm: 0.26\n",
|
||
" 2025-02-28 13:45:00 | CLOSE_LONG | CZCE.MA505 | Vol: 1 | Price: 2580.00 | Comm: 0.26 | PnL: -3.00\n",
|
||
" 2025-02-28 21:00:00 | SELL | CZCE.MA505 | Vol: 1 | Price: 2581.00 | Comm: 0.26\n",
|
||
" 2025-02-28 21:15:00 | CLOSE_SHORT | CZCE.MA505 | Vol: 1 | Price: 2601.00 | Comm: 0.26 | PnL: -20.00\n",
|
||
" 2025-03-03 09:00:00 | SELL | CZCE.MA505 | Vol: 1 | Price: 2596.00 | Comm: 0.26\n",
|
||
" 2025-03-03 09:15:00 | CLOSE_SHORT | CZCE.MA505 | Vol: 1 | Price: 2602.00 | Comm: 0.26 | PnL: -6.00\n",
|
||
" 2025-03-03 11:15:00 | BUY | CZCE.MA505 | Vol: 1 | Price: 2613.00 | Comm: 0.26\n",
|
||
" 2025-03-03 13:30:00 | CLOSE_LONG | CZCE.MA505 | Vol: 1 | Price: 2612.00 | Comm: 0.26 | PnL: -1.00\n",
|
||
" 2025-03-03 21:00:00 | BUY | CZCE.MA505 | Vol: 1 | Price: 2613.00 | Comm: 0.26\n",
|
||
" 2025-03-03 21:15:00 | CLOSE_LONG | CZCE.MA505 | Vol: 1 | Price: 2616.00 | Comm: 0.26 | PnL: 3.00\n",
|
||
" 2025-03-04 09:30:00 | BUY | CZCE.MA505 | Vol: 1 | Price: 2602.00 | Comm: 0.26\n",
|
||
" 2025-03-04 09:45:00 | CLOSE_LONG | CZCE.MA505 | Vol: 1 | Price: 2597.00 | Comm: 0.26 | PnL: -5.00\n",
|
||
" 2025-03-04 10:00:00 | SELL | CZCE.MA505 | Vol: 1 | Price: 2600.00 | Comm: 0.26\n",
|
||
" 2025-03-04 10:30:00 | CLOSE_SHORT | CZCE.MA505 | Vol: 1 | Price: 2604.00 | Comm: 0.26 | PnL: -4.00\n",
|
||
" 2025-03-04 13:30:00 | BUY | CZCE.MA505 | Vol: 1 | Price: 2603.00 | Comm: 0.26\n",
|
||
" 2025-03-04 13:45:00 | CLOSE_LONG | CZCE.MA505 | Vol: 1 | Price: 2599.00 | Comm: 0.26 | PnL: -4.00\n",
|
||
" 2025-03-04 14:00:00 | SELL | CZCE.MA505 | Vol: 1 | Price: 2601.00 | Comm: 0.26\n",
|
||
" 2025-03-04 14:15:00 | CLOSE_SHORT | CZCE.MA505 | Vol: 1 | Price: 2607.00 | Comm: 0.26 | PnL: -6.00\n",
|
||
" 2025-03-07 13:30:00 | BUY | CZCE.MA505 | Vol: 1 | Price: 2592.00 | Comm: 0.26\n",
|
||
" 2025-03-07 13:45:00 | CLOSE_LONG | CZCE.MA505 | Vol: 1 | Price: 2584.00 | Comm: 0.26 | PnL: -8.00\n",
|
||
" 2025-03-07 21:30:00 | BUY | CZCE.MA505 | Vol: 1 | Price: 2592.00 | Comm: 0.26\n",
|
||
" 2025-03-07 21:45:00 | CLOSE_LONG | CZCE.MA505 | Vol: 1 | Price: 2592.00 | Comm: 0.26 | PnL: 0.00\n",
|
||
" 2025-03-07 22:30:00 | SELL | CZCE.MA505 | Vol: 1 | Price: 2601.00 | Comm: 0.26\n",
|
||
" 2025-03-07 22:45:00 | CLOSE_SHORT | CZCE.MA505 | Vol: 1 | Price: 2606.00 | Comm: 0.26 | PnL: -5.00\n",
|
||
" 2025-03-10 10:30:00 | BUY | CZCE.MA505 | Vol: 1 | Price: 2605.00 | Comm: 0.26\n",
|
||
" 2025-03-10 10:45:00 | CLOSE_LONG | CZCE.MA505 | Vol: 1 | Price: 2613.00 | Comm: 0.26 | PnL: 8.00\n",
|
||
" 2025-03-10 14:30:00 | BUY | CZCE.MA505 | Vol: 1 | Price: 2592.00 | Comm: 0.26\n",
|
||
" 2025-03-10 14:45:00 | CLOSE_LONG | CZCE.MA505 | Vol: 1 | Price: 2586.00 | Comm: 0.26 | PnL: -6.00\n",
|
||
" 2025-03-10 21:30:00 | SELL | CZCE.MA505 | Vol: 1 | Price: 2590.00 | Comm: 0.26\n",
|
||
" 2025-03-10 21:45:00 | CLOSE_SHORT | CZCE.MA505 | Vol: 1 | Price: 2591.00 | Comm: 0.26 | PnL: -1.00\n",
|
||
" 2025-03-11 21:15:00 | SELL | CZCE.MA505 | Vol: 1 | Price: 2590.00 | Comm: 0.26\n",
|
||
" 2025-03-11 21:45:00 | CLOSE_SHORT | CZCE.MA505 | Vol: 1 | Price: 2595.00 | Comm: 0.26 | PnL: -5.00\n",
|
||
" 2025-03-12 21:00:00 | BUY | CZCE.MA505 | Vol: 1 | Price: 2536.00 | Comm: 0.25\n",
|
||
" 2025-03-12 21:15:00 | CLOSE_LONG | CZCE.MA505 | Vol: 1 | Price: 2532.00 | Comm: 0.25 | PnL: -4.00\n",
|
||
" 2025-03-12 22:30:00 | SELL | CZCE.MA505 | Vol: 1 | Price: 2534.00 | Comm: 0.25\n",
|
||
" 2025-03-12 22:45:00 | CLOSE_SHORT | CZCE.MA505 | Vol: 1 | Price: 2540.00 | Comm: 0.25 | PnL: -6.00\n",
|
||
" 2025-03-13 09:45:00 | SELL | CZCE.MA505 | Vol: 1 | Price: 2535.00 | Comm: 0.25\n",
|
||
" 2025-03-13 10:00:00 | CLOSE_SHORT | CZCE.MA505 | Vol: 1 | Price: 2535.00 | Comm: 0.25 | PnL: 0.00\n",
|
||
" 2025-03-13 10:45:00 | SELL | CZCE.MA505 | Vol: 1 | Price: 2544.00 | Comm: 0.25\n",
|
||
" 2025-03-13 11:00:00 | CLOSE_SHORT | CZCE.MA505 | Vol: 1 | Price: 2548.00 | Comm: 0.25 | PnL: -4.00\n",
|
||
" 2025-03-14 09:15:00 | BUY | CZCE.MA505 | Vol: 1 | Price: 2553.00 | Comm: 0.26\n",
|
||
" 2025-03-14 09:30:00 | CLOSE_LONG | CZCE.MA505 | Vol: 1 | Price: 2558.00 | Comm: 0.26 | PnL: 5.00\n",
|
||
" 2025-03-14 14:30:00 | SELL | CZCE.MA505 | Vol: 1 | Price: 2585.00 | Comm: 0.26\n",
|
||
" 2025-03-14 14:45:00 | CLOSE_SHORT | CZCE.MA505 | Vol: 1 | Price: 2589.00 | Comm: 0.26 | PnL: -4.00\n",
|
||
" 2025-03-14 21:15:00 | BUY | CZCE.MA505 | Vol: 1 | Price: 2587.00 | Comm: 0.26\n",
|
||
" 2025-03-14 21:45:00 | CLOSE_LONG | CZCE.MA505 | Vol: 1 | Price: 2583.00 | Comm: 0.26 | PnL: -4.00\n",
|
||
" 2025-03-17 09:00:00 | SELL | CZCE.MA505 | Vol: 1 | Price: 2585.00 | Comm: 0.26\n",
|
||
" 2025-03-17 09:15:00 | CLOSE_SHORT | CZCE.MA505 | Vol: 1 | Price: 2590.00 | Comm: 0.26 | PnL: -5.00\n",
|
||
" 2025-03-17 22:30:00 | SELL | CZCE.MA505 | Vol: 1 | Price: 2558.00 | Comm: 0.26\n",
|
||
" 2025-03-17 22:45:00 | CLOSE_SHORT | CZCE.MA505 | Vol: 1 | Price: 2561.00 | Comm: 0.26 | PnL: -3.00\n",
|
||
" 2025-03-18 09:30:00 | BUY | CZCE.MA505 | Vol: 1 | Price: 2546.00 | Comm: 0.25\n",
|
||
" 2025-03-18 09:45:00 | CLOSE_LONG | CZCE.MA505 | Vol: 1 | Price: 2545.00 | Comm: 0.25 | PnL: -1.00\n",
|
||
" 2025-03-18 10:00:00 | BUY | CZCE.MA505 | Vol: 1 | Price: 2546.00 | Comm: 0.25\n",
|
||
" 2025-03-18 10:30:00 | CLOSE_LONG | CZCE.MA505 | Vol: 1 | Price: 2543.00 | Comm: 0.25 | PnL: -3.00\n",
|
||
" 2025-03-18 11:00:00 | BUY | CZCE.MA505 | Vol: 1 | Price: 2538.00 | Comm: 0.25\n",
|
||
" 2025-03-18 13:45:00 | CLOSE_LONG | CZCE.MA505 | Vol: 1 | Price: 2531.00 | Comm: 0.25 | PnL: -7.00\n",
|
||
" 2025-03-18 21:15:00 | SELL | CZCE.MA505 | Vol: 1 | Price: 2535.00 | Comm: 0.25\n",
|
||
" 2025-03-18 21:30:00 | CLOSE_SHORT | CZCE.MA505 | Vol: 1 | Price: 2536.00 | Comm: 0.25 | PnL: -1.00\n",
|
||
" 2025-03-19 13:45:00 | BUY | CZCE.MA505 | Vol: 1 | Price: 2537.00 | Comm: 0.25\n",
|
||
" 2025-03-19 14:00:00 | CLOSE_LONG | CZCE.MA505 | Vol: 1 | Price: 2534.00 | Comm: 0.25 | PnL: -3.00\n",
|
||
" 2025-03-19 14:30:00 | SELL | CZCE.MA505 | Vol: 1 | Price: 2535.00 | Comm: 0.25\n",
|
||
" 2025-03-19 21:00:00 | CLOSE_SHORT | CZCE.MA505 | Vol: 1 | Price: 2545.00 | Comm: 0.25 | PnL: -10.00\n",
|
||
" 2025-03-20 09:15:00 | BUY | CZCE.MA505 | Vol: 1 | Price: 2545.00 | Comm: 0.25\n",
|
||
" 2025-03-20 09:30:00 | CLOSE_LONG | CZCE.MA505 | Vol: 1 | Price: 2541.00 | Comm: 0.25 | PnL: -4.00\n",
|
||
" 2025-03-20 09:45:00 | SELL | CZCE.MA505 | Vol: 1 | Price: 2543.00 | Comm: 0.25\n",
|
||
" 2025-03-20 10:00:00 | CLOSE_SHORT | CZCE.MA505 | Vol: 1 | Price: 2554.00 | Comm: 0.26 | PnL: -11.00\n",
|
||
" 2025-03-20 21:00:00 | SELL | CZCE.MA505 | Vol: 1 | Price: 2557.00 | Comm: 0.26\n",
|
||
" 2025-03-20 21:15:00 | CLOSE_SHORT | CZCE.MA505 | Vol: 1 | Price: 2556.00 | Comm: 0.26 | PnL: 1.00\n",
|
||
" 2025-03-21 10:00:00 | BUY | CZCE.MA505 | Vol: 1 | Price: 2559.00 | Comm: 0.26\n",
|
||
" 2025-03-21 10:45:00 | CLOSE_LONG | CZCE.MA505 | Vol: 1 | Price: 2554.00 | Comm: 0.26 | PnL: -5.00\n",
|
||
" 2025-03-21 13:30:00 | SELL | CZCE.MA505 | Vol: 1 | Price: 2557.00 | Comm: 0.26\n",
|
||
" 2025-03-21 13:45:00 | CLOSE_SHORT | CZCE.MA505 | Vol: 1 | Price: 2558.00 | Comm: 0.26 | PnL: -1.00\n",
|
||
" 2025-03-21 14:45:00 | SELL | CZCE.MA505 | Vol: 1 | Price: 2554.00 | Comm: 0.26\n",
|
||
" 2025-03-21 21:00:00 | CLOSE_SHORT | CZCE.MA505 | Vol: 1 | Price: 2552.00 | Comm: 0.26 | PnL: 2.00\n",
|
||
" 2025-03-21 21:30:00 | SELL | CZCE.MA505 | Vol: 1 | Price: 2554.00 | Comm: 0.26\n",
|
||
" 2025-03-21 21:45:00 | CLOSE_SHORT | CZCE.MA505 | Vol: 1 | Price: 2561.00 | Comm: 0.26 | PnL: -7.00\n",
|
||
" 2025-03-24 10:45:00 | BUY | CZCE.MA505 | Vol: 1 | Price: 2586.00 | Comm: 0.26\n",
|
||
" 2025-03-24 11:00:00 | CLOSE_LONG | CZCE.MA505 | Vol: 1 | Price: 2586.00 | Comm: 0.26 | PnL: 0.00\n",
|
||
" 2025-03-24 13:30:00 | BUY | CZCE.MA505 | Vol: 1 | Price: 2586.00 | Comm: 0.26\n",
|
||
" 2025-03-24 13:45:00 | CLOSE_LONG | CZCE.MA505 | Vol: 1 | Price: 2586.00 | Comm: 0.26 | PnL: 0.00\n",
|
||
" 2025-03-24 14:15:00 | BUY | CZCE.MA505 | Vol: 1 | Price: 2588.00 | Comm: 0.26\n",
|
||
" 2025-03-24 14:45:00 | CLOSE_LONG | CZCE.MA505 | Vol: 1 | Price: 2588.00 | Comm: 0.26 | PnL: 0.00\n",
|
||
" 2025-03-27 13:30:00 | BUY | CZCE.MA505 | Vol: 1 | Price: 2566.00 | Comm: 0.26\n",
|
||
" 2025-03-27 13:45:00 | CLOSE_LONG | CZCE.MA505 | Vol: 1 | Price: 2563.00 | Comm: 0.26 | PnL: -3.00\n",
|
||
" 2025-03-27 14:15:00 | SELL | CZCE.MA505 | Vol: 1 | Price: 2564.00 | Comm: 0.26\n",
|
||
" 2025-03-27 14:30:00 | CLOSE_SHORT | CZCE.MA505 | Vol: 1 | Price: 2564.00 | Comm: 0.26 | PnL: 0.00\n",
|
||
" 2025-03-28 10:00:00 | BUY | CZCE.MA505 | Vol: 1 | Price: 2548.00 | Comm: 0.25\n",
|
||
" 2025-03-28 10:30:00 | CLOSE_LONG | CZCE.MA505 | Vol: 1 | Price: 2540.00 | Comm: 0.25 | PnL: -8.00\n",
|
||
" 2025-04-01 09:15:00 | BUY | CZCE.MA505 | Vol: 1 | Price: 2487.00 | Comm: 0.25\n",
|
||
" 2025-04-01 09:30:00 | CLOSE_LONG | CZCE.MA505 | Vol: 1 | Price: 2487.00 | Comm: 0.25 | PnL: 0.00\n",
|
||
" 2025-04-01 11:00:00 | BUY | CZCE.MA505 | Vol: 1 | Price: 2487.00 | Comm: 0.25\n",
|
||
" 2025-04-01 11:15:00 | CLOSE_LONG | CZCE.MA505 | Vol: 1 | Price: 2482.00 | Comm: 0.25 | PnL: -5.00\n",
|
||
" 2025-04-01 21:45:00 | SELL | CZCE.MA505 | Vol: 1 | Price: 2485.00 | Comm: 0.25\n",
|
||
" 2025-04-01 22:00:00 | CLOSE_SHORT | CZCE.MA505 | Vol: 1 | Price: 2488.00 | Comm: 0.25 | PnL: -3.00\n",
|
||
" 2025-04-01 22:45:00 | SELL | CZCE.MA505 | Vol: 1 | Price: 2484.00 | Comm: 0.25\n",
|
||
" 2025-04-02 09:15:00 | CLOSE_SHORT | CZCE.MA505 | Vol: 1 | Price: 2482.00 | Comm: 0.25 | PnL: 2.00\n",
|
||
" 2025-04-07 10:00:00 | BUY | CZCE.MA505 | Vol: 1 | Price: 2389.00 | Comm: 0.24\n",
|
||
" 2025-04-07 10:30:00 | CLOSE_LONG | CZCE.MA505 | Vol: 1 | Price: 2384.00 | Comm: 0.24 | PnL: -5.00\n",
|
||
" 2025-04-07 11:15:00 | SELL | CZCE.MA505 | Vol: 1 | Price: 2400.00 | Comm: 0.24\n",
|
||
" 2025-04-07 13:30:00 | CLOSE_SHORT | CZCE.MA505 | Vol: 1 | Price: 2400.00 | Comm: 0.24 | PnL: 0.00\n",
|
||
" 2025-04-07 14:15:00 | BUY | CZCE.MA505 | Vol: 1 | Price: 2389.00 | Comm: 0.24\n",
|
||
" 2025-04-07 14:30:00 | CLOSE_LONG | CZCE.MA505 | Vol: 1 | Price: 2374.00 | Comm: 0.24 | PnL: -15.00\n",
|
||
" 2025-04-07 14:45:00 | SELL | CZCE.MA505 | Vol: 1 | Price: 2387.00 | Comm: 0.24\n",
|
||
" 2025-04-07 21:00:00 | CLOSE_SHORT | CZCE.MA505 | Vol: 1 | Price: 2397.00 | Comm: 0.24 | PnL: -10.00\n",
|
||
" 2025-04-07 21:15:00 | SELL | CZCE.MA505 | Vol: 1 | Price: 2387.00 | Comm: 0.24\n",
|
||
" 2025-04-07 21:30:00 | CLOSE_SHORT | CZCE.MA505 | Vol: 1 | Price: 2390.00 | Comm: 0.24 | PnL: -3.00\n",
|
||
" 2025-04-07 21:45:00 | BUY | CZCE.MA505 | Vol: 1 | Price: 2389.00 | Comm: 0.24\n",
|
||
" 2025-04-07 22:00:00 | CLOSE_LONG | CZCE.MA505 | Vol: 1 | Price: 2392.00 | Comm: 0.24 | PnL: 3.00\n",
|
||
" 2025-04-08 10:45:00 | BUY | CZCE.MA505 | Vol: 1 | Price: 2389.00 | Comm: 0.24\n",
|
||
" 2025-04-08 11:00:00 | CLOSE_LONG | CZCE.MA505 | Vol: 1 | Price: 2388.00 | Comm: 0.24 | PnL: -1.00\n",
|
||
" 2025-04-08 11:15:00 | BUY | CZCE.MA505 | Vol: 1 | Price: 2389.00 | Comm: 0.24\n",
|
||
" 2025-04-08 13:30:00 | CLOSE_LONG | CZCE.MA505 | Vol: 1 | Price: 2381.00 | Comm: 0.24 | PnL: -8.00\n",
|
||
" 2025-04-08 22:15:00 | SELL | CZCE.MA505 | Vol: 1 | Price: 2387.00 | Comm: 0.24\n",
|
||
" 2025-04-08 22:30:00 | CLOSE_SHORT | CZCE.MA505 | Vol: 1 | Price: 2390.00 | Comm: 0.24 | PnL: -3.00\n",
|
||
" 2025-04-09 13:30:00 | SELL | CZCE.MA505 | Vol: 1 | Price: 2340.00 | Comm: 0.23\n",
|
||
" 2025-04-09 13:45:00 | CLOSE_SHORT | CZCE.MA505 | Vol: 1 | Price: 2343.00 | Comm: 0.23 | PnL: -3.00\n",
|
||
" 2025-04-09 14:15:00 | SELL | CZCE.MA505 | Vol: 1 | Price: 2355.00 | Comm: 0.24\n",
|
||
" 2025-04-09 14:45:00 | CLOSE_SHORT | CZCE.MA505 | Vol: 1 | Price: 2354.00 | Comm: 0.24 | PnL: 1.00\n",
|
||
" 2025-04-10 09:15:00 | SELL | CZCE.MA505 | Vol: 1 | Price: 2387.00 | Comm: 0.24\n",
|
||
" 2025-04-10 09:30:00 | CLOSE_SHORT | CZCE.MA505 | Vol: 1 | Price: 2396.00 | Comm: 0.24 | PnL: -9.00\n",
|
||
" 2025-04-11 11:15:00 | SELL | CZCE.MA505 | Vol: 1 | Price: 2387.00 | Comm: 0.24\n",
|
||
" 2025-04-11 13:30:00 | CLOSE_SHORT | CZCE.MA505 | Vol: 1 | Price: 2401.00 | Comm: 0.24 | PnL: -14.00\n",
|
||
" 2025-04-11 14:45:00 | BUY | CZCE.MA505 | Vol: 1 | Price: 2389.00 | Comm: 0.24\n",
|
||
" 2025-04-11 21:00:00 | CLOSE_LONG | CZCE.MA505 | Vol: 1 | Price: 2390.00 | Comm: 0.24 | PnL: 1.00\n",
|
||
" 2025-04-11 21:15:00 | BUY | CZCE.MA505 | Vol: 1 | Price: 2390.00 | Comm: 0.24\n",
|
||
" 2025-04-11 21:30:00 | CLOSE_LONG | CZCE.MA505 | Vol: 1 | Price: 2385.00 | Comm: 0.24 | PnL: -5.00\n",
|
||
" 2025-04-15 21:15:00 | SELL | CZCE.MA505 | Vol: 1 | Price: 2376.00 | Comm: 0.24\n",
|
||
" 2025-04-15 21:30:00 | CLOSE_SHORT | CZCE.MA505 | Vol: 1 | Price: 2379.00 | Comm: 0.24 | PnL: -3.00\n",
|
||
" 2025-04-16 13:45:00 | BUY | CZCE.MA505 | Vol: 1 | Price: 2378.00 | Comm: 0.24\n",
|
||
" 2025-04-16 14:00:00 | CLOSE_LONG | CZCE.MA505 | Vol: 1 | Price: 2375.00 | Comm: 0.24 | PnL: -3.00\n",
|
||
" 2025-04-16 22:00:00 | BUY | CZCE.MA509 | Vol: 1 | Price: 2255.00 | Comm: 0.23\n",
|
||
" 2025-04-16 22:15:00 | CLOSE_LONG | CZCE.MA509 | Vol: 1 | Price: 2254.00 | Comm: 0.23 | PnL: -1.00\n",
|
||
" 2025-04-17 21:15:00 | SELL | CZCE.MA509 | Vol: 1 | Price: 2252.00 | Comm: 0.23\n",
|
||
" 2025-04-17 21:30:00 | CLOSE_SHORT | CZCE.MA509 | Vol: 1 | Price: 2253.00 | Comm: 0.23 | PnL: -1.00\n",
|
||
" 2025-04-17 22:15:00 | SELL | CZCE.MA509 | Vol: 1 | Price: 2252.00 | Comm: 0.23\n",
|
||
" 2025-04-17 22:30:00 | CLOSE_SHORT | CZCE.MA509 | Vol: 1 | Price: 2252.00 | Comm: 0.23 | PnL: 0.00\n",
|
||
" 2025-04-18 13:30:00 | BUY | CZCE.MA509 | Vol: 1 | Price: 2254.00 | Comm: 0.23\n",
|
||
" 2025-04-18 13:45:00 | CLOSE_LONG | CZCE.MA509 | Vol: 1 | Price: 2255.00 | Comm: 0.23 | PnL: 1.00\n",
|
||
" 2025-04-22 13:45:00 | SELL | CZCE.MA509 | Vol: 1 | Price: 2261.00 | Comm: 0.23\n",
|
||
" 2025-04-22 14:00:00 | CLOSE_SHORT | CZCE.MA509 | Vol: 1 | Price: 2262.00 | Comm: 0.23 | PnL: -1.00\n",
|
||
" 2025-04-22 14:15:00 | SELL | CZCE.MA509 | Vol: 1 | Price: 2261.00 | Comm: 0.23\n",
|
||
" 2025-04-22 14:45:00 | CLOSE_SHORT | CZCE.MA509 | Vol: 1 | Price: 2262.00 | Comm: 0.23 | PnL: -1.00\n",
|
||
" 2025-04-23 14:15:00 | SELL | CZCE.MA509 | Vol: 1 | Price: 2300.00 | Comm: 0.23\n",
|
||
" 2025-04-23 14:30:00 | CLOSE_SHORT | CZCE.MA509 | Vol: 1 | Price: 2303.00 | Comm: 0.23 | PnL: -3.00\n",
|
||
" 2025-04-23 14:45:00 | BUY | CZCE.MA509 | Vol: 1 | Price: 2302.00 | Comm: 0.23\n",
|
||
" 2025-04-23 21:00:00 | CLOSE_LONG | CZCE.MA509 | Vol: 1 | Price: 2293.00 | Comm: 0.23 | PnL: -9.00\n",
|
||
" 2025-04-24 14:45:00 | SELL | CZCE.MA509 | Vol: 1 | Price: 2284.00 | Comm: 0.23\n",
|
||
" 2025-04-24 21:00:00 | CLOSE_SHORT | CZCE.MA509 | Vol: 1 | Price: 2289.00 | Comm: 0.23 | PnL: -5.00\n",
|
||
" 2025-04-25 09:15:00 | SELL | CZCE.MA509 | Vol: 1 | Price: 2284.00 | Comm: 0.23\n",
|
||
" 2025-04-25 09:30:00 | CLOSE_SHORT | CZCE.MA509 | Vol: 1 | Price: 2285.00 | Comm: 0.23 | PnL: -1.00\n",
|
||
" 2025-04-25 14:15:00 | BUY | CZCE.MA509 | Vol: 1 | Price: 2286.00 | Comm: 0.23\n",
|
||
" 2025-04-25 14:30:00 | CLOSE_LONG | CZCE.MA509 | Vol: 1 | Price: 2287.00 | Comm: 0.23 | PnL: 1.00\n",
|
||
" 2025-05-06 09:45:00 | SELL | CZCE.MA509 | Vol: 1 | Price: 2250.00 | Comm: 0.23\n",
|
||
" 2025-05-06 10:00:00 | CLOSE_SHORT | CZCE.MA509 | Vol: 1 | Price: 2243.00 | Comm: 0.22 | PnL: 7.00\n",
|
||
" 2025-05-06 10:45:00 | SELL | CZCE.MA509 | Vol: 1 | Price: 2238.00 | Comm: 0.22\n",
|
||
" 2025-05-06 11:00:00 | CLOSE_SHORT | CZCE.MA509 | Vol: 1 | Price: 2237.00 | Comm: 0.22 | PnL: 1.00\n",
|
||
" 2025-05-07 10:00:00 | BUY | CZCE.MA509 | Vol: 1 | Price: 2252.00 | Comm: 0.23\n",
|
||
" 2025-05-07 10:30:00 | CLOSE_LONG | CZCE.MA509 | Vol: 1 | Price: 2248.00 | Comm: 0.22 | PnL: -4.00\n",
|
||
" 2025-05-07 11:15:00 | BUY | CZCE.MA509 | Vol: 1 | Price: 2243.00 | Comm: 0.22\n",
|
||
" 2025-05-07 13:30:00 | CLOSE_LONG | CZCE.MA509 | Vol: 1 | Price: 2238.00 | Comm: 0.22 | PnL: -5.00\n",
|
||
" 2025-05-07 21:00:00 | BUY | CZCE.MA509 | Vol: 1 | Price: 2241.00 | Comm: 0.22\n",
|
||
" 2025-05-07 21:15:00 | CLOSE_LONG | CZCE.MA509 | Vol: 1 | Price: 2236.00 | Comm: 0.22 | PnL: -5.00\n",
|
||
" 2025-05-08 10:30:00 | SELL | CZCE.MA509 | Vol: 1 | Price: 2211.00 | Comm: 0.22\n",
|
||
" 2025-05-08 10:45:00 | CLOSE_SHORT | CZCE.MA509 | Vol: 1 | Price: 2212.00 | Comm: 0.22 | PnL: -1.00\n",
|
||
" 2025-05-09 09:45:00 | SELL | CZCE.MA509 | Vol: 1 | Price: 2239.00 | Comm: 0.22\n",
|
||
" 2025-05-09 10:00:00 | CLOSE_SHORT | CZCE.MA509 | Vol: 1 | Price: 2240.00 | Comm: 0.22 | PnL: -1.00\n",
|
||
" 2025-05-09 22:15:00 | BUY | CZCE.MA509 | Vol: 1 | Price: 2225.00 | Comm: 0.22\n",
|
||
" 2025-05-09 22:30:00 | CLOSE_LONG | CZCE.MA509 | Vol: 1 | Price: 2224.00 | Comm: 0.22 | PnL: -1.00\n",
|
||
" 2025-05-12 21:45:00 | BUY | CZCE.MA509 | Vol: 1 | Price: 2281.00 | Comm: 0.23\n",
|
||
" 2025-05-12 22:00:00 | CLOSE_LONG | CZCE.MA509 | Vol: 1 | Price: 2278.00 | Comm: 0.23 | PnL: -3.00\n",
|
||
" 2025-05-13 10:30:00 | BUY | CZCE.MA509 | Vol: 1 | Price: 2264.00 | Comm: 0.23\n",
|
||
" 2025-05-13 10:45:00 | CLOSE_LONG | CZCE.MA509 | Vol: 1 | Price: 2261.00 | Comm: 0.23 | PnL: -3.00\n",
|
||
" 2025-05-14 10:00:00 | SELL | CZCE.MA509 | Vol: 1 | Price: 2351.00 | Comm: 0.24\n",
|
||
" 2025-05-14 10:30:00 | CLOSE_SHORT | CZCE.MA509 | Vol: 1 | Price: 2345.00 | Comm: 0.23 | PnL: 6.00\n",
|
||
" 2025-05-14 10:45:00 | BUY | CZCE.MA509 | Vol: 1 | Price: 2341.00 | Comm: 0.23\n",
|
||
" 2025-05-14 11:00:00 | CLOSE_LONG | CZCE.MA509 | Vol: 1 | Price: 2345.00 | Comm: 0.23 | PnL: 4.00\n",
|
||
" 2025-05-14 14:15:00 | SELL | CZCE.MA509 | Vol: 1 | Price: 2362.00 | Comm: 0.24\n",
|
||
" 2025-05-14 14:30:00 | CLOSE_SHORT | CZCE.MA509 | Vol: 1 | Price: 2363.00 | Comm: 0.24 | PnL: -1.00\n",
|
||
" 2025-05-15 09:45:00 | BUY | CZCE.MA509 | Vol: 1 | Price: 2331.00 | Comm: 0.23\n",
|
||
" 2025-05-15 10:00:00 | CLOSE_LONG | CZCE.MA509 | Vol: 1 | Price: 2327.00 | Comm: 0.23 | PnL: -4.00\n",
|
||
" 2025-05-15 10:30:00 | SELL | CZCE.MA509 | Vol: 1 | Price: 2328.00 | Comm: 0.23\n",
|
||
" 2025-05-15 10:45:00 | CLOSE_SHORT | CZCE.MA509 | Vol: 1 | Price: 2328.00 | Comm: 0.23 | PnL: 0.00\n",
|
||
" 2025-05-16 09:15:00 | BUY | CZCE.MA509 | Vol: 1 | Price: 2316.00 | Comm: 0.23\n",
|
||
" 2025-05-16 09:30:00 | CLOSE_LONG | CZCE.MA509 | Vol: 1 | Price: 2310.00 | Comm: 0.23 | PnL: -6.00\n",
|
||
" 2025-05-16 09:45:00 | SELL | CZCE.MA509 | Vol: 1 | Price: 2314.00 | Comm: 0.23\n",
|
||
" 2025-05-16 10:00:00 | CLOSE_SHORT | CZCE.MA509 | Vol: 1 | Price: 2319.00 | Comm: 0.23 | PnL: -5.00\n",
|
||
" 2025-05-16 10:30:00 | BUY | CZCE.MA509 | Vol: 1 | Price: 2316.00 | Comm: 0.23\n",
|
||
" 2025-05-16 10:45:00 | CLOSE_LONG | CZCE.MA509 | Vol: 1 | Price: 2312.00 | Comm: 0.23 | PnL: -4.00\n",
|
||
" 2025-05-16 14:15:00 | SELL | CZCE.MA509 | Vol: 1 | Price: 2294.00 | Comm: 0.23\n",
|
||
" 2025-05-16 14:30:00 | CLOSE_SHORT | CZCE.MA509 | Vol: 1 | Price: 2292.00 | Comm: 0.23 | PnL: 2.00\n",
|
||
" 2025-05-16 21:15:00 | SELL | CZCE.MA509 | Vol: 1 | Price: 2294.00 | Comm: 0.23\n",
|
||
" 2025-05-16 21:30:00 | CLOSE_SHORT | CZCE.MA509 | Vol: 1 | Price: 2295.00 | Comm: 0.23 | PnL: -1.00\n",
|
||
" 2025-05-20 10:30:00 | BUY | CZCE.MA509 | Vol: 1 | Price: 2273.00 | Comm: 0.23\n",
|
||
" 2025-05-20 10:45:00 | CLOSE_LONG | CZCE.MA509 | Vol: 1 | Price: 2266.00 | Comm: 0.23 | PnL: -7.00\n",
|
||
" 2025-05-20 21:00:00 | SELL | CZCE.MA509 | Vol: 1 | Price: 2253.00 | Comm: 0.23\n",
|
||
" 2025-05-20 21:30:00 | CLOSE_SHORT | CZCE.MA509 | Vol: 1 | Price: 2253.00 | Comm: 0.23 | PnL: 0.00\n",
|
||
" 2025-05-21 09:45:00 | SELL | CZCE.MA509 | Vol: 1 | Price: 2267.00 | Comm: 0.23\n",
|
||
" 2025-05-21 10:00:00 | CLOSE_SHORT | CZCE.MA509 | Vol: 1 | Price: 2270.00 | Comm: 0.23 | PnL: -3.00\n",
|
||
" 2025-05-21 11:15:00 | BUY | CZCE.MA509 | Vol: 1 | Price: 2269.00 | Comm: 0.23\n",
|
||
" 2025-05-21 13:30:00 | CLOSE_LONG | CZCE.MA509 | Vol: 1 | Price: 2265.00 | Comm: 0.23 | PnL: -4.00\n",
|
||
" 2025-05-21 14:15:00 | SELL | CZCE.MA509 | Vol: 1 | Price: 2267.00 | Comm: 0.23\n",
|
||
" 2025-05-21 14:30:00 | CLOSE_SHORT | CZCE.MA509 | Vol: 1 | Price: 2271.00 | Comm: 0.23 | PnL: -4.00\n",
|
||
" 2025-05-21 21:45:00 | SELL | CZCE.MA509 | Vol: 1 | Price: 2267.00 | Comm: 0.23\n",
|
||
" 2025-05-21 22:00:00 | CLOSE_SHORT | CZCE.MA509 | Vol: 1 | Price: 2266.00 | Comm: 0.23 | PnL: 1.00\n",
|
||
" 2025-05-21 22:30:00 | SELL | CZCE.MA509 | Vol: 1 | Price: 2267.00 | Comm: 0.23\n",
|
||
" 2025-05-21 22:45:00 | CLOSE_SHORT | CZCE.MA509 | Vol: 1 | Price: 2266.00 | Comm: 0.23 | PnL: 1.00\n",
|
||
" 2025-05-22 09:15:00 | BUY | CZCE.MA509 | Vol: 1 | Price: 2253.00 | Comm: 0.23\n",
|
||
" 2025-05-22 09:30:00 | CLOSE_LONG | CZCE.MA509 | Vol: 1 | Price: 2254.00 | Comm: 0.23 | PnL: 1.00\n",
|
||
" 2025-05-22 10:45:00 | SELL | CZCE.MA509 | Vol: 1 | Price: 2253.00 | Comm: 0.23\n",
|
||
" 2025-05-22 11:00:00 | CLOSE_SHORT | CZCE.MA509 | Vol: 1 | Price: 2253.00 | Comm: 0.23 | PnL: 0.00\n",
|
||
" 2025-05-27 09:45:00 | SELL | CZCE.MA509 | Vol: 1 | Price: 2190.00 | Comm: 0.22\n",
|
||
" 2025-05-27 10:00:00 | CLOSE_SHORT | CZCE.MA509 | Vol: 1 | Price: 2195.00 | Comm: 0.22 | PnL: -5.00\n",
|
||
" 2025-05-27 10:30:00 | BUY | CZCE.MA509 | Vol: 1 | Price: 2192.00 | Comm: 0.22\n",
|
||
" 2025-05-27 10:45:00 | CLOSE_LONG | CZCE.MA509 | Vol: 1 | Price: 2195.00 | Comm: 0.22 | PnL: 3.00\n",
|
||
" 2025-05-27 13:30:00 | BUY | CZCE.MA509 | Vol: 1 | Price: 2204.00 | Comm: 0.22\n",
|
||
" 2025-05-27 13:45:00 | CLOSE_LONG | CZCE.MA509 | Vol: 1 | Price: 2205.00 | Comm: 0.22 | PnL: 1.00\n",
|
||
" 2025-05-28 09:00:00 | BUY | CZCE.MA509 | Vol: 1 | Price: 2213.00 | Comm: 0.22\n",
|
||
" 2025-05-28 09:15:00 | CLOSE_LONG | CZCE.MA509 | Vol: 1 | Price: 2202.00 | Comm: 0.22 | PnL: -11.00\n",
|
||
" 2025-05-28 21:30:00 | BUY | CZCE.MA509 | Vol: 1 | Price: 2194.00 | Comm: 0.22\n",
|
||
" 2025-05-28 21:45:00 | CLOSE_LONG | CZCE.MA509 | Vol: 1 | Price: 2194.00 | Comm: 0.22 | PnL: 0.00\n",
|
||
" 2025-05-29 09:15:00 | SELL | CZCE.MA509 | Vol: 1 | Price: 2192.00 | Comm: 0.22\n",
|
||
" 2025-05-29 09:30:00 | CLOSE_SHORT | CZCE.MA509 | Vol: 1 | Price: 2190.00 | Comm: 0.22 | PnL: 2.00\n",
|
||
" 2025-05-29 10:00:00 | SELL | CZCE.MA509 | Vol: 1 | Price: 2209.00 | Comm: 0.22\n",
|
||
" 2025-05-29 10:30:00 | CLOSE_SHORT | CZCE.MA509 | Vol: 1 | Price: 2207.00 | Comm: 0.22 | PnL: 2.00\n",
|
||
" 2025-05-29 10:45:00 | SELL | CZCE.MA509 | Vol: 1 | Price: 2209.00 | Comm: 0.22\n",
|
||
" 2025-05-29 11:15:00 | CLOSE_SHORT | CZCE.MA509 | Vol: 1 | Price: 2206.00 | Comm: 0.22 | PnL: 3.00\n",
|
||
" 2025-05-29 13:45:00 | SELL | CZCE.MA509 | Vol: 1 | Price: 2209.00 | Comm: 0.22\n",
|
||
" 2025-05-29 14:00:00 | CLOSE_SHORT | CZCE.MA509 | Vol: 1 | Price: 2218.00 | Comm: 0.22 | PnL: -9.00\n",
|
||
" 2025-05-29 21:15:00 | BUY | CZCE.MA509 | Vol: 1 | Price: 2211.00 | Comm: 0.22\n",
|
||
" 2025-05-29 21:30:00 | CLOSE_LONG | CZCE.MA509 | Vol: 1 | Price: 2213.00 | Comm: 0.22 | PnL: 2.00\n",
|
||
" 2025-05-29 22:00:00 | BUY | CZCE.MA509 | Vol: 1 | Price: 2211.00 | Comm: 0.22\n",
|
||
" 2025-05-29 22:15:00 | CLOSE_LONG | CZCE.MA509 | Vol: 1 | Price: 2212.00 | Comm: 0.22 | PnL: 1.00\n",
|
||
" 2025-05-30 09:15:00 | BUY | CZCE.MA509 | Vol: 1 | Price: 2213.00 | Comm: 0.22\n",
|
||
" 2025-05-30 09:30:00 | CLOSE_LONG | CZCE.MA509 | Vol: 1 | Price: 2210.00 | Comm: 0.22 | PnL: -3.00\n",
|
||
" 2025-05-30 11:15:00 | SELL | CZCE.MA509 | Vol: 1 | Price: 2209.00 | Comm: 0.22\n",
|
||
" 2025-05-30 13:30:00 | CLOSE_SHORT | CZCE.MA509 | Vol: 1 | Price: 2210.00 | Comm: 0.22 | PnL: -1.00\n",
|
||
" 2025-05-30 13:45:00 | SELL | CZCE.MA509 | Vol: 1 | Price: 2209.00 | Comm: 0.22\n",
|
||
" 2025-05-30 14:00:00 | CLOSE_SHORT | CZCE.MA509 | Vol: 1 | Price: 2213.00 | Comm: 0.22 | PnL: -4.00\n",
|
||
" 2025-05-30 14:30:00 | BUY | CZCE.MA509 | Vol: 1 | Price: 2211.00 | Comm: 0.22\n",
|
||
" 2025-06-03 09:00:00 | CLOSE_LONG | CZCE.MA509 | Vol: 1 | Price: 2227.00 | Comm: 0.22 | PnL: 16.00\n",
|
||
" 2025-06-03 13:30:00 | SELL | CZCE.MA509 | Vol: 1 | Price: 2225.00 | Comm: 0.22\n",
|
||
" 2025-06-03 13:45:00 | CLOSE_SHORT | CZCE.MA509 | Vol: 1 | Price: 2233.00 | Comm: 0.22 | PnL: -8.00\n",
|
||
" 2025-06-04 14:45:00 | SELL | CZCE.MA509 | Vol: 1 | Price: 2267.00 | Comm: 0.23\n",
|
||
" 2025-06-04 21:00:00 | CLOSE_SHORT | CZCE.MA509 | Vol: 1 | Price: 2265.00 | Comm: 0.23 | PnL: 2.00\n",
|
||
" 2025-06-04 22:45:00 | BUY | CZCE.MA509 | Vol: 1 | Price: 2258.00 | Comm: 0.23\n",
|
||
" 2025-06-05 09:00:00 | CLOSE_LONG | CZCE.MA509 | Vol: 1 | Price: 2253.00 | Comm: 0.23 | PnL: -5.00\n",
|
||
" 2025-06-05 09:30:00 | SELL | CZCE.MA509 | Vol: 1 | Price: 2268.00 | Comm: 0.23\n",
|
||
" 2025-06-05 09:45:00 | CLOSE_SHORT | CZCE.MA509 | Vol: 1 | Price: 2269.00 | Comm: 0.23 | PnL: -1.00\n",
|
||
" 2025-06-05 21:30:00 | SELL | CZCE.MA509 | Vol: 1 | Price: 2267.00 | Comm: 0.23\n",
|
||
" 2025-06-05 21:45:00 | CLOSE_SHORT | CZCE.MA509 | Vol: 1 | Price: 2266.00 | Comm: 0.23 | PnL: 1.00\n",
|
||
" 2025-06-06 21:15:00 | BUY | CZCE.MA509 | Vol: 1 | Price: 2258.00 | Comm: 0.23\n",
|
||
" 2025-06-06 21:30:00 | CLOSE_LONG | CZCE.MA509 | Vol: 1 | Price: 2262.00 | Comm: 0.23 | PnL: 4.00\n",
|
||
" 2025-06-09 21:45:00 | BUY | CZCE.MA509 | Vol: 1 | Price: 2266.00 | Comm: 0.23\n",
|
||
" 2025-06-09 22:00:00 | CLOSE_LONG | CZCE.MA509 | Vol: 1 | Price: 2266.00 | Comm: 0.23 | PnL: 0.00\n",
|
||
" 2025-06-10 10:45:00 | SELL | CZCE.MA509 | Vol: 1 | Price: 2287.00 | Comm: 0.23\n",
|
||
" 2025-06-10 11:00:00 | CLOSE_SHORT | CZCE.MA509 | Vol: 1 | Price: 2295.00 | Comm: 0.23 | PnL: -8.00\n",
|
||
" 2025-06-13 13:30:00 | SELL | CZCE.MA509 | Vol: 1 | Price: 2412.00 | Comm: 0.24\n",
|
||
" 2025-06-13 13:45:00 | CLOSE_SHORT | CZCE.MA509 | Vol: 1 | Price: 2390.00 | Comm: 0.24 | PnL: 22.00\n",
|
||
" 2025-06-13 22:45:00 | SELL | CZCE.MA509 | Vol: 1 | Price: 2383.00 | Comm: 0.24\n",
|
||
" 2025-06-16 09:00:00 | CLOSE_SHORT | CZCE.MA509 | Vol: 1 | Price: 2400.00 | Comm: 0.24 | PnL: -17.00\n",
|
||
" 2025-06-16 09:30:00 | BUY | CZCE.MA509 | Vol: 1 | Price: 2412.00 | Comm: 0.24\n",
|
||
" 2025-06-16 09:45:00 | CLOSE_LONG | CZCE.MA509 | Vol: 1 | Price: 2418.00 | Comm: 0.24 | PnL: 6.00\n",
|
||
" 2025-06-16 13:30:00 | BUY | CZCE.MA509 | Vol: 1 | Price: 2469.00 | Comm: 0.25\n",
|
||
" 2025-06-16 13:45:00 | CLOSE_LONG | CZCE.MA509 | Vol: 1 | Price: 2459.00 | Comm: 0.25 | PnL: -10.00\n",
|
||
" 2025-06-16 14:45:00 | SELL | CZCE.MA509 | Vol: 1 | Price: 2455.00 | Comm: 0.25\n",
|
||
" 2025-06-16 21:00:00 | CLOSE_SHORT | CZCE.MA509 | Vol: 1 | Price: 2442.00 | Comm: 0.24 | PnL: 13.00\n",
|
||
" 2025-06-16 22:15:00 | BUY | CZCE.MA509 | Vol: 1 | Price: 2414.00 | Comm: 0.24\n",
|
||
" 2025-06-16 22:30:00 | CLOSE_LONG | CZCE.MA509 | Vol: 1 | Price: 2404.00 | Comm: 0.24 | PnL: -10.00\n",
|
||
" 2025-06-17 14:45:00 | BUY | CZCE.MA509 | Vol: 1 | Price: 2453.00 | Comm: 0.25\n",
|
||
" 2025-06-17 21:00:00 | CLOSE_LONG | CZCE.MA509 | Vol: 1 | Price: 2467.00 | Comm: 0.25 | PnL: 14.00\n",
|
||
" 2025-06-17 21:30:00 | SELL | CZCE.MA509 | Vol: 1 | Price: 2488.00 | Comm: 0.25\n",
|
||
" 2025-06-17 21:45:00 | CLOSE_SHORT | CZCE.MA509 | Vol: 1 | Price: 2502.00 | Comm: 0.25 | PnL: -14.00\n",
|
||
" 2025-06-17 22:15:00 | BUY | CZCE.MA509 | Vol: 1 | Price: 2502.00 | Comm: 0.25\n",
|
||
" 2025-06-17 22:30:00 | CLOSE_LONG | CZCE.MA509 | Vol: 1 | Price: 2502.00 | Comm: 0.25 | PnL: 0.00\n",
|
||
" 2025-06-18 09:00:00 | BUY | CZCE.MA509 | Vol: 1 | Price: 2514.00 | Comm: 0.25\n",
|
||
" 2025-06-18 09:15:00 | CLOSE_LONG | CZCE.MA509 | Vol: 1 | Price: 2488.00 | Comm: 0.25 | PnL: -26.00\n",
|
||
" 2025-06-19 09:00:00 | SELL | CZCE.MA509 | Vol: 1 | Price: 2520.00 | Comm: 0.25\n",
|
||
" 2025-06-19 09:15:00 | CLOSE_SHORT | CZCE.MA509 | Vol: 1 | Price: 2521.00 | Comm: 0.25 | PnL: -1.00\n",
|
||
" 2025-06-19 09:30:00 | SELL | CZCE.MA509 | Vol: 1 | Price: 2520.00 | Comm: 0.25\n",
|
||
" 2025-06-19 09:45:00 | CLOSE_SHORT | CZCE.MA509 | Vol: 1 | Price: 2524.00 | Comm: 0.25 | PnL: -4.00\n",
|
||
" 2025-06-19 11:15:00 | SELL | CZCE.MA509 | Vol: 1 | Price: 2536.00 | Comm: 0.25\n",
|
||
" 2025-06-19 13:30:00 | CLOSE_SHORT | CZCE.MA509 | Vol: 1 | Price: 2540.00 | Comm: 0.25 | PnL: -4.00\n",
|
||
" 2025-06-19 14:15:00 | BUY | CZCE.MA509 | Vol: 1 | Price: 2547.00 | Comm: 0.25\n",
|
||
" 2025-06-19 14:30:00 | CLOSE_LONG | CZCE.MA509 | Vol: 1 | Price: 2539.00 | Comm: 0.25 | PnL: -8.00\n",
|
||
" 2025-06-20 09:30:00 | BUY | CZCE.MA509 | Vol: 1 | Price: 2546.00 | Comm: 0.25\n",
|
||
" 2025-06-20 09:45:00 | CLOSE_LONG | CZCE.MA509 | Vol: 1 | Price: 2548.00 | Comm: 0.25 | PnL: 2.00\n",
|
||
" 2025-06-20 21:45:00 | SELL | CZCE.MA509 | Vol: 1 | Price: 2517.00 | Comm: 0.25\n",
|
||
" 2025-06-20 22:00:00 | CLOSE_SHORT | CZCE.MA509 | Vol: 1 | Price: 2524.00 | Comm: 0.25 | PnL: -7.00\n",
|
||
" 2025-06-23 13:45:00 | SELL | CZCE.MA509 | Vol: 1 | Price: 2495.00 | Comm: 0.25\n",
|
||
" 2025-06-23 14:00:00 | CLOSE_SHORT | CZCE.MA509 | Vol: 1 | Price: 2506.00 | Comm: 0.25 | PnL: -11.00\n",
|
||
" 2025-06-23 22:00:00 | SELL | CZCE.MA509 | Vol: 1 | Price: 2470.00 | Comm: 0.25\n",
|
||
" 2025-06-23 22:15:00 | CLOSE_SHORT | CZCE.MA509 | Vol: 1 | Price: 2462.00 | Comm: 0.25 | PnL: 8.00\n",
|
||
" 2025-06-24 13:30:00 | BUY | CZCE.MA509 | Vol: 1 | Price: 2377.00 | Comm: 0.24\n",
|
||
" 2025-06-24 13:45:00 | CLOSE_LONG | CZCE.MA509 | Vol: 1 | Price: 2371.00 | Comm: 0.24 | PnL: -6.00\n",
|
||
" 2025-06-24 21:00:00 | SELL | CZCE.MA509 | Vol: 1 | Price: 2375.00 | Comm: 0.24\n",
|
||
" 2025-06-24 21:15:00 | CLOSE_SHORT | CZCE.MA509 | Vol: 1 | Price: 2382.00 | Comm: 0.24 | PnL: -7.00\n",
|
||
" 2025-06-24 22:00:00 | SELL | CZCE.MA509 | Vol: 1 | Price: 2382.00 | Comm: 0.24\n",
|
||
" 2025-06-24 22:15:00 | CLOSE_SHORT | CZCE.MA509 | Vol: 1 | Price: 2385.00 | Comm: 0.24 | PnL: -3.00\n",
|
||
" 2025-06-26 10:45:00 | SELL | CZCE.MA509 | Vol: 1 | Price: 2388.00 | Comm: 0.24\n",
|
||
" 2025-06-26 11:00:00 | CLOSE_SHORT | CZCE.MA509 | Vol: 1 | Price: 2391.00 | Comm: 0.24 | PnL: -3.00\n",
|
||
" 2025-06-26 13:30:00 | BUY | CZCE.MA509 | Vol: 1 | Price: 2390.00 | Comm: 0.24\n",
|
||
" 2025-06-26 13:45:00 | CLOSE_LONG | CZCE.MA509 | Vol: 1 | Price: 2394.00 | Comm: 0.24 | PnL: 4.00\n",
|
||
" 2025-06-26 21:45:00 | SELL | CZCE.MA509 | Vol: 1 | Price: 2413.00 | Comm: 0.24\n",
|
||
" 2025-06-26 22:00:00 | CLOSE_SHORT | CZCE.MA509 | Vol: 1 | Price: 2416.00 | Comm: 0.24 | PnL: -3.00\n",
|
||
" 2025-06-27 13:45:00 | BUY | CZCE.MA509 | Vol: 1 | Price: 2390.00 | Comm: 0.24\n",
|
||
" 2025-06-27 14:15:00 | CLOSE_LONG | CZCE.MA509 | Vol: 1 | Price: 2391.00 | Comm: 0.24 | PnL: 1.00\n",
|
||
" 2025-06-27 21:45:00 | BUY | CZCE.MA509 | Vol: 1 | Price: 2390.00 | Comm: 0.24\n",
|
||
" 2025-06-27 22:00:00 | CLOSE_LONG | CZCE.MA509 | Vol: 1 | Price: 2387.00 | Comm: 0.24 | PnL: -3.00\n",
|
||
" 2025-06-30 09:00:00 | SELL | CZCE.MA509 | Vol: 1 | Price: 2378.00 | Comm: 0.24\n",
|
||
" 2025-06-30 09:15:00 | CLOSE_SHORT | CZCE.MA509 | Vol: 1 | Price: 2388.00 | Comm: 0.24 | PnL: -10.00\n",
|
||
" 2025-06-30 14:15:00 | SELL | CZCE.MA509 | Vol: 1 | Price: 2388.00 | Comm: 0.24\n",
|
||
" 2025-06-30 14:30:00 | CLOSE_SHORT | CZCE.MA509 | Vol: 1 | Price: 2387.00 | Comm: 0.24 | PnL: 1.00\n",
|
||
" 2025-07-01 22:00:00 | SELL | CZCE.MA509 | Vol: 1 | Price: 2388.00 | Comm: 0.24\n",
|
||
" 2025-07-01 22:15:00 | CLOSE_SHORT | CZCE.MA509 | Vol: 1 | Price: 2383.00 | Comm: 0.24 | PnL: 5.00\n",
|
||
" 2025-07-02 09:30:00 | SELL | CZCE.MA509 | Vol: 1 | Price: 2388.00 | Comm: 0.24\n",
|
||
" 2025-07-02 09:45:00 | CLOSE_SHORT | CZCE.MA509 | Vol: 1 | Price: 2392.00 | Comm: 0.24 | PnL: -4.00\n",
|
||
" 2025-07-03 09:15:00 | BUY | CZCE.MA509 | Vol: 1 | Price: 2404.00 | Comm: 0.24\n",
|
||
" 2025-07-03 09:30:00 | CLOSE_LONG | CZCE.MA509 | Vol: 1 | Price: 2398.00 | Comm: 0.24 | PnL: -6.00\n",
|
||
" 2025-07-04 09:45:00 | BUY | CZCE.MA509 | Vol: 1 | Price: 2422.00 | Comm: 0.24\n",
|
||
" 2025-07-04 10:00:00 | CLOSE_LONG | CZCE.MA509 | Vol: 1 | Price: 2418.00 | Comm: 0.24 | PnL: -4.00\n",
|
||
" 2025-07-04 10:45:00 | BUY | CZCE.MA509 | Vol: 1 | Price: 2415.00 | Comm: 0.24\n",
|
||
" 2025-07-04 11:00:00 | CLOSE_LONG | CZCE.MA509 | Vol: 1 | Price: 2407.00 | Comm: 0.24 | PnL: -8.00\n",
|
||
" 2025-07-04 14:15:00 | BUY | CZCE.MA509 | Vol: 1 | Price: 2402.00 | Comm: 0.24\n",
|
||
" 2025-07-04 14:30:00 | CLOSE_LONG | CZCE.MA509 | Vol: 1 | Price: 2398.00 | Comm: 0.24 | PnL: -4.00\n",
|
||
" 2025-07-04 22:15:00 | SELL | CZCE.MA509 | Vol: 1 | Price: 2399.00 | Comm: 0.24\n",
|
||
" 2025-07-04 22:30:00 | CLOSE_SHORT | CZCE.MA509 | Vol: 1 | Price: 2402.00 | Comm: 0.24 | PnL: -3.00\n",
|
||
" 2025-07-07 10:30:00 | SELL | CZCE.MA509 | Vol: 1 | Price: 2386.00 | Comm: 0.24\n",
|
||
" 2025-07-07 10:45:00 | CLOSE_SHORT | CZCE.MA509 | Vol: 1 | Price: 2391.00 | Comm: 0.24 | PnL: -5.00\n",
|
||
" 2025-07-07 11:00:00 | BUY | CZCE.MA509 | Vol: 1 | Price: 2388.00 | Comm: 0.24\n",
|
||
" 2025-07-07 11:15:00 | CLOSE_LONG | CZCE.MA509 | Vol: 1 | Price: 2391.00 | Comm: 0.24 | PnL: 3.00\n",
|
||
" 2025-07-07 14:30:00 | BUY | CZCE.MA509 | Vol: 1 | Price: 2391.00 | Comm: 0.24\n",
|
||
" 2025-07-07 14:45:00 | CLOSE_LONG | CZCE.MA509 | Vol: 1 | Price: 2388.00 | Comm: 0.24 | PnL: -3.00\n",
|
||
" 2025-07-07 21:00:00 | SELL | CZCE.MA509 | Vol: 1 | Price: 2389.00 | Comm: 0.24\n",
|
||
" 2025-07-07 21:15:00 | CLOSE_SHORT | CZCE.MA509 | Vol: 1 | Price: 2381.00 | Comm: 0.24 | PnL: 8.00\n",
|
||
" 2025-07-08 09:30:00 | SELL | CZCE.MA509 | Vol: 1 | Price: 2384.00 | Comm: 0.24\n",
|
||
" 2025-07-08 09:45:00 | CLOSE_SHORT | CZCE.MA509 | Vol: 1 | Price: 2380.00 | Comm: 0.24 | PnL: 4.00\n",
|
||
" 2025-07-08 13:45:00 | SELL | CZCE.MA509 | Vol: 1 | Price: 2384.00 | Comm: 0.24\n",
|
||
" 2025-07-08 14:00:00 | CLOSE_SHORT | CZCE.MA509 | Vol: 1 | Price: 2378.00 | Comm: 0.24 | PnL: 6.00\n",
|
||
" 2025-07-08 21:45:00 | BUY | CZCE.MA509 | Vol: 1 | Price: 2358.00 | Comm: 0.24\n",
|
||
" 2025-07-08 22:00:00 | CLOSE_LONG | CZCE.MA509 | Vol: 1 | Price: 2359.00 | Comm: 0.24 | PnL: 1.00\n",
|
||
" 2025-07-08 22:45:00 | SELL | CZCE.MA509 | Vol: 1 | Price: 2364.00 | Comm: 0.24\n",
|
||
" 2025-07-09 09:00:00 | CLOSE_SHORT | CZCE.MA509 | Vol: 1 | Price: 2367.00 | Comm: 0.24 | PnL: -3.00\n",
|
||
" 2025-07-09 21:30:00 | SELL | CZCE.MA509 | Vol: 1 | Price: 2384.00 | Comm: 0.24\n",
|
||
" 2025-07-09 21:45:00 | CLOSE_SHORT | CZCE.MA509 | Vol: 1 | Price: 2391.00 | Comm: 0.24 | PnL: -7.00\n",
|
||
" 2025-07-10 21:00:00 | BUY | CZCE.MA509 | Vol: 1 | Price: 2400.00 | Comm: 0.24\n",
|
||
" 2025-07-10 21:15:00 | CLOSE_LONG | CZCE.MA509 | Vol: 1 | Price: 2385.00 | Comm: 0.24 | PnL: -15.00\n",
|
||
" 2025-07-10 22:15:00 | SELL | CZCE.MA509 | Vol: 1 | Price: 2385.00 | Comm: 0.24\n",
|
||
" 2025-07-10 22:45:00 | CLOSE_SHORT | CZCE.MA509 | Vol: 1 | Price: 2392.00 | Comm: 0.24 | PnL: -7.00\n",
|
||
" 2025-07-11 09:15:00 | BUY | CZCE.MA509 | Vol: 1 | Price: 2387.00 | Comm: 0.24\n",
|
||
" 2025-07-11 09:30:00 | CLOSE_LONG | CZCE.MA509 | Vol: 1 | Price: 2384.00 | Comm: 0.24 | PnL: -3.00\n",
|
||
" 2025-07-11 14:15:00 | BUY | CZCE.MA509 | Vol: 1 | Price: 2369.00 | Comm: 0.24\n",
|
||
" 2025-07-11 14:45:00 | CLOSE_LONG | CZCE.MA509 | Vol: 1 | Price: 2365.00 | Comm: 0.24 | PnL: -4.00\n",
|
||
" 2025-07-11 21:00:00 | SELL | CZCE.MA509 | Vol: 1 | Price: 2367.00 | Comm: 0.24\n",
|
||
" 2025-07-11 21:15:00 | CLOSE_SHORT | CZCE.MA509 | Vol: 1 | Price: 2373.00 | Comm: 0.24 | PnL: -6.00\n",
|
||
" 2025-07-15 21:00:00 | SELL | CZCE.MA509 | Vol: 1 | Price: 2384.00 | Comm: 0.24\n",
|
||
" 2025-07-15 21:15:00 | CLOSE_SHORT | CZCE.MA509 | Vol: 1 | Price: 2391.00 | Comm: 0.24 | PnL: -7.00\n",
|
||
" 2025-07-16 22:15:00 | BUY | CZCE.MA509 | Vol: 1 | Price: 2370.00 | Comm: 0.24\n",
|
||
" 2025-07-16 22:30:00 | CLOSE_LONG | CZCE.MA509 | Vol: 1 | Price: 2365.00 | Comm: 0.24 | PnL: -5.00\n",
|
||
" 2025-07-17 09:15:00 | SELL | CZCE.MA509 | Vol: 1 | Price: 2368.00 | Comm: 0.24\n",
|
||
" 2025-07-17 09:30:00 | CLOSE_SHORT | CZCE.MA509 | Vol: 1 | Price: 2367.00 | Comm: 0.24 | PnL: 1.00\n",
|
||
" 2025-07-21 09:15:00 | BUY | CZCE.MA509 | Vol: 1 | Price: 2400.00 | Comm: 0.24\n",
|
||
" 2025-07-21 09:30:00 | CLOSE_LONG | CZCE.MA509 | Vol: 1 | Price: 2397.00 | Comm: 0.24 | PnL: -3.00\n",
|
||
" 2025-07-21 10:00:00 | SELL | CZCE.MA509 | Vol: 1 | Price: 2398.00 | Comm: 0.24\n",
|
||
" 2025-07-21 10:30:00 | CLOSE_SHORT | CZCE.MA509 | Vol: 1 | Price: 2403.00 | Comm: 0.24 | PnL: -5.00\n",
|
||
" 2025-07-22 14:45:00 | SELL | CZCE.MA509 | Vol: 1 | Price: 2447.00 | Comm: 0.24\n",
|
||
" 2025-07-22 21:00:00 | CLOSE_SHORT | CZCE.MA509 | Vol: 1 | Price: 2455.00 | Comm: 0.25 | PnL: -8.00\n",
|
||
" 2025-07-22 21:15:00 | BUY | CZCE.MA509 | Vol: 1 | Price: 2440.00 | Comm: 0.24\n",
|
||
" 2025-07-22 21:30:00 | CLOSE_LONG | CZCE.MA509 | Vol: 1 | Price: 2445.00 | Comm: 0.24 | PnL: 5.00\n",
|
||
" 2025-07-22 21:45:00 | BUY | CZCE.MA509 | Vol: 1 | Price: 2440.00 | Comm: 0.24\n",
|
||
" 2025-07-22 22:00:00 | CLOSE_LONG | CZCE.MA509 | Vol: 1 | Price: 2440.00 | Comm: 0.24 | PnL: 0.00\n",
|
||
" 2025-07-23 09:00:00 | SELL | CZCE.MA509 | Vol: 1 | Price: 2447.00 | Comm: 0.24\n",
|
||
" 2025-07-23 09:15:00 | CLOSE_SHORT | CZCE.MA509 | Vol: 1 | Price: 2450.00 | Comm: 0.25 | PnL: -3.00\n",
|
||
" 2025-07-23 11:00:00 | BUY | CZCE.MA509 | Vol: 1 | Price: 2416.00 | Comm: 0.24\n",
|
||
" 2025-07-23 11:15:00 | CLOSE_LONG | CZCE.MA509 | Vol: 1 | Price: 2411.00 | Comm: 0.24 | PnL: -5.00\n",
|
||
" 2025-07-23 14:45:00 | SELL | CZCE.MA509 | Vol: 1 | Price: 2404.00 | Comm: 0.24\n",
|
||
" 2025-07-23 21:00:00 | CLOSE_SHORT | CZCE.MA509 | Vol: 1 | Price: 2417.00 | Comm: 0.24 | PnL: -13.00\n",
|
||
" 2025-07-23 22:45:00 | BUY | CZCE.MA509 | Vol: 1 | Price: 2470.00 | Comm: 0.25\n",
|
||
" 2025-07-24 09:00:00 | CLOSE_LONG | CZCE.MA509 | Vol: 1 | Price: 2469.00 | Comm: 0.25 | PnL: -1.00\n",
|
||
" 2025-07-24 10:00:00 | SELL | CZCE.MA509 | Vol: 1 | Price: 2466.00 | Comm: 0.25\n",
|
||
" 2025-07-24 10:30:00 | CLOSE_SHORT | CZCE.MA509 | Vol: 1 | Price: 2472.00 | Comm: 0.25 | PnL: -6.00\n",
|
||
" 2025-07-24 14:45:00 | SELL | CZCE.MA509 | Vol: 1 | Price: 2491.00 | Comm: 0.25\n",
|
||
" 2025-07-24 21:00:00 | CLOSE_SHORT | CZCE.MA509 | Vol: 1 | Price: 2480.00 | Comm: 0.25 | PnL: 11.00\n",
|
||
" 2025-07-25 09:45:00 | BUY | CZCE.MA509 | Vol: 1 | Price: 2516.00 | Comm: 0.25\n",
|
||
" 2025-07-25 10:30:00 | CLOSE_LONG | CZCE.MA509 | Vol: 1 | Price: 2519.00 | Comm: 0.25 | PnL: 3.00\n",
|
||
" 2025-07-25 11:15:00 | BUY | CZCE.MA509 | Vol: 1 | Price: 2507.00 | Comm: 0.25\n",
|
||
" 2025-07-25 13:30:00 | CLOSE_LONG | CZCE.MA509 | Vol: 1 | Price: 2506.00 | Comm: 0.25 | PnL: -1.00\n",
|
||
" 2025-07-25 21:15:00 | BUY | CZCE.MA509 | Vol: 1 | Price: 2493.00 | Comm: 0.25\n",
|
||
" 2025-07-25 21:30:00 | CLOSE_LONG | CZCE.MA509 | Vol: 1 | Price: 2486.00 | Comm: 0.25 | PnL: -7.00\n",
|
||
" 2025-07-25 22:45:00 | BUY | CZCE.MA509 | Vol: 1 | Price: 2446.00 | Comm: 0.24\n",
|
||
" 2025-07-28 09:00:00 | CLOSE_LONG | CZCE.MA509 | Vol: 1 | Price: 2427.00 | Comm: 0.24 | PnL: -19.00\n",
|
||
" 2025-07-28 10:45:00 | SELL | CZCE.MA509 | Vol: 1 | Price: 2415.00 | Comm: 0.24\n",
|
||
" 2025-07-28 11:00:00 | CLOSE_SHORT | CZCE.MA509 | Vol: 1 | Price: 2414.00 | Comm: 0.24 | PnL: 1.00\n",
|
||
" 2025-07-29 09:15:00 | SELL | CZCE.MA509 | Vol: 1 | Price: 2414.00 | Comm: 0.24\n",
|
||
" 2025-07-29 09:30:00 | CLOSE_SHORT | CZCE.MA509 | Vol: 1 | Price: 2419.00 | Comm: 0.24 | PnL: -5.00\n",
|
||
" 2025-07-29 09:45:00 | BUY | CZCE.MA509 | Vol: 1 | Price: 2416.00 | Comm: 0.24\n",
|
||
" 2025-07-29 10:30:00 | CLOSE_LONG | CZCE.MA509 | Vol: 1 | Price: 2410.00 | Comm: 0.24 | PnL: -6.00\n",
|
||
" 2025-07-29 14:30:00 | SELL | CZCE.MA509 | Vol: 1 | Price: 2426.00 | Comm: 0.24\n",
|
||
" 2025-07-29 14:45:00 | CLOSE_SHORT | CZCE.MA509 | Vol: 1 | Price: 2426.00 | Comm: 0.24 | PnL: 0.00\n",
|
||
" 2025-07-29 21:00:00 | SELL | CZCE.MA509 | Vol: 1 | Price: 2426.00 | Comm: 0.24\n",
|
||
" 2025-07-29 21:15:00 | CLOSE_SHORT | CZCE.MA509 | Vol: 1 | Price: 2447.00 | Comm: 0.24 | PnL: -21.00\n",
|
||
" 2025-07-29 22:45:00 | SELL | CZCE.MA509 | Vol: 1 | Price: 2441.00 | Comm: 0.24\n",
|
||
" 2025-07-30 09:00:00 | CLOSE_SHORT | CZCE.MA509 | Vol: 1 | Price: 2456.00 | Comm: 0.25 | PnL: -15.00\n",
|
||
" 2025-07-30 13:30:00 | BUY | CZCE.MA509 | Vol: 1 | Price: 2428.00 | Comm: 0.24\n",
|
||
" 2025-07-30 14:00:00 | CLOSE_LONG | CZCE.MA509 | Vol: 1 | Price: 2423.00 | Comm: 0.24 | PnL: -5.00\n",
|
||
" 2025-07-31 09:15:00 | SELL | CZCE.MA509 | Vol: 1 | Price: 2414.00 | Comm: 0.24\n",
|
||
" 2025-07-31 09:30:00 | CLOSE_SHORT | CZCE.MA509 | Vol: 1 | Price: 2420.00 | Comm: 0.24 | PnL: -6.00\n",
|
||
" 2025-07-31 10:45:00 | BUY | CZCE.MA509 | Vol: 1 | Price: 2416.00 | Comm: 0.24\n",
|
||
" 2025-07-31 11:00:00 | CLOSE_LONG | CZCE.MA509 | Vol: 1 | Price: 2419.00 | Comm: 0.24 | PnL: 3.00\n",
|
||
" 2025-08-05 22:30:00 | BUY | CZCE.MA509 | Vol: 1 | Price: 2393.00 | Comm: 0.24\n",
|
||
" 2025-08-05 22:45:00 | CLOSE_LONG | CZCE.MA509 | Vol: 1 | Price: 2394.00 | Comm: 0.24 | PnL: 1.00\n",
|
||
" 2025-08-06 11:00:00 | BUY | CZCE.MA509 | Vol: 1 | Price: 2403.00 | Comm: 0.24\n",
|
||
" 2025-08-06 13:30:00 | CLOSE_LONG | CZCE.MA509 | Vol: 1 | Price: 2400.00 | Comm: 0.24 | PnL: -3.00\n",
|
||
" 2025-08-06 13:45:00 | SELL | CZCE.MA509 | Vol: 1 | Price: 2401.00 | Comm: 0.24\n",
|
||
" 2025-08-06 14:15:00 | CLOSE_SHORT | CZCE.MA509 | Vol: 1 | Price: 2400.00 | Comm: 0.24 | PnL: 1.00\n",
|
||
" 2025-08-06 21:15:00 | SELL | CZCE.MA509 | Vol: 1 | Price: 2401.00 | Comm: 0.24\n",
|
||
" 2025-08-06 21:45:00 | CLOSE_SHORT | CZCE.MA509 | Vol: 1 | Price: 2402.00 | Comm: 0.24 | PnL: -1.00\n",
|
||
" 2025-08-06 22:00:00 | SELL | CZCE.MA509 | Vol: 1 | Price: 2401.00 | Comm: 0.24\n",
|
||
" 2025-08-06 22:15:00 | CLOSE_SHORT | CZCE.MA509 | Vol: 1 | Price: 2406.00 | Comm: 0.24 | PnL: -5.00\n",
|
||
" 2025-08-07 22:15:00 | SELL | CZCE.MA509 | Vol: 1 | Price: 2388.00 | Comm: 0.24\n",
|
||
" 2025-08-07 22:30:00 | CLOSE_SHORT | CZCE.MA509 | Vol: 1 | Price: 2394.00 | Comm: 0.24 | PnL: -6.00\n",
|
||
" 2025-08-08 10:00:00 | BUY | CZCE.MA509 | Vol: 1 | Price: 2390.00 | Comm: 0.24\n",
|
||
" 2025-08-08 10:30:00 | CLOSE_LONG | CZCE.MA509 | Vol: 1 | Price: 2390.00 | Comm: 0.24 | PnL: 0.00\n",
|
||
" 2025-08-08 10:45:00 | BUY | CZCE.MA509 | Vol: 1 | Price: 2390.00 | Comm: 0.24\n",
|
||
" 2025-08-08 11:00:00 | CLOSE_LONG | CZCE.MA509 | Vol: 1 | Price: 2387.00 | Comm: 0.24 | PnL: -3.00\n",
|
||
" 2025-08-11 14:45:00 | BUY | CZCE.MA509 | Vol: 1 | Price: 2391.00 | Comm: 0.24\n",
|
||
" 2025-08-11 21:00:00 | CLOSE_LONG | CZCE.MA509 | Vol: 1 | Price: 2393.00 | Comm: 0.24 | PnL: 2.00\n",
|
||
" 2025-08-12 21:15:00 | BUY | CZCE.MA509 | Vol: 1 | Price: 2391.00 | Comm: 0.24\n",
|
||
" 2025-08-12 21:30:00 | CLOSE_LONG | CZCE.MA509 | Vol: 1 | Price: 2388.00 | Comm: 0.24 | PnL: -3.00\n",
|
||
" 2025-08-13 13:30:00 | SELL | CZCE.MA509 | Vol: 1 | Price: 2388.00 | Comm: 0.24\n",
|
||
" 2025-08-13 13:45:00 | CLOSE_SHORT | CZCE.MA509 | Vol: 1 | Price: 2387.00 | Comm: 0.24 | PnL: 1.00\n",
|
||
" 2025-08-14 13:30:00 | BUY | CZCE.MA509 | Vol: 1 | Price: 2351.00 | Comm: 0.24\n",
|
||
" 2025-08-14 13:45:00 | CLOSE_LONG | CZCE.MA509 | Vol: 1 | Price: 2348.00 | Comm: 0.23 | PnL: -3.00\n",
|
||
" 2025-08-14 14:30:00 | SELL | CZCE.MA509 | Vol: 1 | Price: 2345.00 | Comm: 0.23\n",
|
||
" 2025-08-14 14:45:00 | CLOSE_SHORT | CZCE.MA509 | Vol: 1 | Price: 2343.00 | Comm: 0.23 | PnL: 2.00\n",
|
||
" 2025-08-14 22:15:00 | BUY | CZCE.MA601 | Vol: 1 | Price: 2448.00 | Comm: 0.24\n",
|
||
" 2025-08-14 22:30:00 | CLOSE_LONG | CZCE.MA601 | Vol: 1 | Price: 2443.00 | Comm: 0.24 | PnL: -5.00\n",
|
||
" 2025-08-15 14:30:00 | BUY | CZCE.MA601 | Vol: 1 | Price: 2417.00 | Comm: 0.24\n",
|
||
" 2025-08-15 14:45:00 | CLOSE_LONG | CZCE.MA601 | Vol: 1 | Price: 2414.00 | Comm: 0.24 | PnL: -3.00\n",
|
||
" 2025-08-15 22:45:00 | BUY | CZCE.MA601 | Vol: 1 | Price: 2412.00 | Comm: 0.24\n",
|
||
" 2025-08-18 09:00:00 | CLOSE_LONG | CZCE.MA601 | Vol: 1 | Price: 2407.00 | Comm: 0.24 | PnL: -5.00\n",
|
||
" 2025-08-19 09:15:00 | BUY | CZCE.MA601 | Vol: 1 | Price: 2375.00 | Comm: 0.24\n",
|
||
" 2025-08-19 09:45:00 | CLOSE_LONG | CZCE.MA601 | Vol: 1 | Price: 2376.00 | Comm: 0.24 | PnL: 1.00\n",
|
||
" 2025-08-21 09:15:00 | BUY | CZCE.MA601 | Vol: 1 | Price: 2412.00 | Comm: 0.24\n",
|
||
" 2025-08-21 09:30:00 | CLOSE_LONG | CZCE.MA601 | Vol: 1 | Price: 2413.00 | Comm: 0.24 | PnL: 1.00\n",
|
||
"正在计算绩效指标...\n",
|
||
"total_return: -0.008823775000002199, annualized_return:-0.009622065219598963, 252 / total_days:1.0909090909090908\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 : 99117.62\n",
|
||
"总收益率 : -0.88%\n",
|
||
"年化收益率 : -0.96%\n",
|
||
"最大回撤 : 0.89%\n",
|
||
"夏普比率 : -1.95\n",
|
||
"卡玛比率 : -1.08\n",
|
||
"总交易次数 : 540\n",
|
||
"总实现盈亏 : -751.00\n",
|
||
"交易成本 : 131.38\n",
|
||
"\n",
|
||
"--- 交易详情 ---\n",
|
||
"盈利交易次数 : 65\n",
|
||
"亏损交易次数 : 182\n",
|
||
"胜率 : 26.32%\n",
|
||
"盈亏比 : 0.69\n",
|
||
"平均每次盈利 : 3.77\n",
|
||
"平均每次亏损 : -5.47\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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hKb6vaXnllVeM0NBQ45FHHkn3PtdK6zGYJK3HYnrGyfjx4294f5599lkjNDTUmD59unOZ3W43+vTpY4SGhhqvv/66y3GtVqsxZswYIzQ01Ojbt2+672NsbKxRq1Yto3r16mmO5yT333+/ERoaakybNs257Msvv7zh9zjp5/rwww+nWHez58br/fLLL87nE6vVmu79kuzbt8+oWbOmERYWZsydO9dl3V9//WXUqlXLCA0NTfE7N2kchIaGGuPHj3d5/v/333+NevXqGaGhocaWLVtc9kvP79r0/M7O7PPvoEGDnI+n638vWa1WY/ny5S7LJk2aZISGhhqTJk1KtY5PPvnEOWavfX4wDMNISEgw1q5dm+p+drvdaNSokREaGmqcPn061W0AAHkbLQsAAAVKZGSkVq5cqcGDB8tutyskJMT5FtapU6dKkh588EHn7JIkvXv3Vtu2bWW1WvX999+neuzbbrtNDz30UI7UvXnzZm3fvl2+vr4aNWqU/Pz8nOtKlCihd955R5JjNtWZM2cyfZ5Tp05p6dKlMplMeuedd1xm//j7++vdd9+Vt7e3tm7dqi1btmT4+MOGDXN5W+b1H9e+DfS3337T6dOnVaZMGb3yyisuPQurV6+uAQMGZPp+ZrfAwEB1795dVqtVs2bNSrH+hx9+kKQMXXm8dOnSatasWYq3M/v6+mrEiBHy8PDQ0qVL09z/4YcfVtu2bV2W9ezZU1WrVlVkZKR27drlXH769GktX75cJpNJI0eOdOmhW6xYMY0cOTLddWfWtWMttRYJnp6eGjVqlAICAlLdv0OHDqnODu/QoYM6deqkK1eupGhR0axZM0mus02Tvn7++efl4eHh8pbqgwcP6ty5c6pWrZrLxfBmzJghm82mTp06OXt8JrnnnnvSnCk6a9YsRUZGqlatWho4cKBMJpNzXXh4uHOMX/+25OyqO4nJZNLo0aNVsmRJ5zJvb28999xzKc5zM5cuXZIkBQUFpXuf7HSjcZL0dv/FixeneLv/pUuX9Ndff8nLy0t33XWXc/mqVau0ZcsW1ahRQyNHjnQ5roeHh1555RWFhoZqw4YN2r9/f7pqPHDggKxWq0qXLp3meJYcrSy2bt0qT09P3XPPPc7l3bt3l8Vi0YYNG5yzV3NK0s+zWLFiKWatp8f333+vxMREdezYUd27d3dZ16ZNG91///2SUo7xJLVq1dKQIUNcnv9DQ0Od34+MjM3r3eh3dmaef/ft26dly5bJ29tbX3zxRYpZ5R4eHurQoUOGarx48aIkqVWrVi7PD5JjrCc9F1zPZDKpWrVqkqTdu3dn6JwAgLyBlgUAgHxv2LBhzr5y16pYsaI++eQT+fn5KTEx0RkwpvW2zHvvvVcrVqxIEeokufbt0Nlt48aNkhwvyoKDg1OsT7qIx759+7Rx40aXF+8ZsWnTJtnt9hRv2U1SqlQptWzZUn/88Yc2bNigBg0aZOj4DRo0UKVKldJcf+1b0JPuc+fOnVO98FiPHj2cbxHPC/r27auZM2fq559/1tNPP+0ML9atW6fDhw+rSpUqKYL+9NiyZYs2b96s06dPKy4uztkb1NPTU5cuXdLVq1dTDSKvD2OTVKtWTYcPH9bZs2edy679uafWmqBGjRoKCwvTv//+m+H608u4rudpajVUqFDhhtucPXtWK1eu1OHDhxUZGSmbzSbJEYBJ0pEjR9SmTRvn9s2bN9f8+fO1du1a5+N+3bp18vX1VatWrRQeHq5//vlHCQkJ8vLySvNt/0ljNa3HXY8ePfTHH3+kWJ60342ecz744AMdPXpUZ8+edYap2VV3krJly6b6eE8KdK4dK3ndjcZJxYoV1bhxY23atEnLly93CV4XLFggq9Wqzp07u/S9XblypSTpjjvuSDWQNJvNatSokfbv36+tW7cqNDT0pjUmhWw366+bdOGu9u3bu/zDIiQkRK1bt9aKFSs0e/ZsDRky5KbndJf0jPEZM2Zo8+bNstlsKS4W1rZt2xRBpJQ9YzM9v7Mz8vz7999/S5Juv/32VP/xkRl16tTRjz/+qHHjxskwDLVo0UL+/v7p2jdpfCWNNwBA/kIgCwDI964NAT09PVWiRAnVq1dPrVq1cr7AvnLlinPGVFq9EpNe5Kf1AjAj/QMzKumcN+rjWLFiRe3bty9LL1DTe55rt82I3r17q2fPnunaNmmmb1q1FC1aVIGBgYqMjMxwHTmhatWqatGihVavXq3ff//dOVMyaXbsgw8+mGqwkJaLFy9q8ODB+ueff264XVRUVKqBbNmyZVPdPmlG3rUzBG/2vU5al5OB7LUXRkotqLrZ42vy5Mn64osvZLVa09wmqW90kqTZZevWrXOu37lzp5o3by4vLy81a9ZMW7du1bZt29SkSRNnsHn9rLSbff/SWn6zx1uRIkVUrFgxXblyxSWQza66k5QpUybV5Ulj5fqLJ91IiRIlJLkvBLrZOOnVq5c2bdqkOXPmuASySRdzuv75KWkG6scff6yPP/74hsdOmk16M0nPWTeaHWu1WjV//nxnzdfr1auXVqxYoXnz5um555674YXBsiLp53nlypVUA9ObudkYT/q9Gh8frytXrqSYWZ2dY/N6NxormXn+PXXqlCQ5LxiaHbp166Y1a9Zo4cKFGjx4sCwWi6pVq6aGDRvqzjvvTPMxLckZ3Ob2hTgBANmDQBYAkO9lJATMCh8fnxw/B7KH3W7PkeM+8sgjWr16tX744Qd16tRJp0+f1p9//ik/P78Mj8E33nhD//zzj+rXr6/BgwerevXqKlKkiHO2cMuWLXX+/Pk0Z5ZmJPzNC5LeVuvv759qUHKjx9eyZcucs92HDx+u2267TSEhIfLx8ZHJZNL48eP15ZdfpvhelSpVStWqVdOhQ4e0f/9+HT9+XImJic6ZzM2bN9dnn32mNWvWqEGDBtq0aZM8PDzUtGnTbLznGZfddWdnmFerVi3Nnz9fe/bsyVSAdzM3e+ze7Hm4U6dOGjVqlNatW6czZ86odOnS2r17t/7991/nOwBSO1/Dhg2d/4xKy6233pqOe+AI2qWU/yC41ooVK5yh9meffabPP//cZX3S7O/Tp09r9erVat26dbrOnVFJFxKzWq3at2+fatWqlSPnSUtOBc3SjcdKVp9/s4vZbNa4ceM0YMAA/fXXX9qyZYu2bNmimTNnaubMmWrbtq0+/fTTVB9nSeMrqxf6BAC4B4EsAKBQKFasmLy8vJSQkKDjx4+n+vbdpJlS2fVWxIxIOueN+gVmR325dZ6M1HLixIlU10dERKQ5O9bT01NWq1VRUVGpzkJLmsmU3Vq3bq3KlStr48aNOnDggBYtWiSbzaZu3brdcDbc9WJiYvT333/LbDbrq6++cgY4166/cOFCttWd9L0+efJkmtvcaF12WLhwoSRHX8eMhnhLliyRJL3wwgvOnpTXOnr0aJr7Nm/eXIcOHdLatWudYy1p1lm9evXk5+endevWqU2bNoqKilL9+vVT/CxLlSql//77TydPnkw1lEvre1eqVCkdPnw4zcdbZGSks5/u9Y+37Kg7J7Rt21ZjxoxRRESE/vzzT3Xs2DFD+ycFXtHR0amuz+pj19fXV507d9b//vc/zZ07VwMHDtTcuXMlOd5Wf30AmDRDs3379qlezT4zrp11mpakdgWStHXr1hse73//+1+OBbJhYWEqX768Tpw4oblz52Y4kE16bBw/fjzVdg5JY9fb2zvPBIeZff5NelfCkSNHsr2mW265xdlOxjAMrV+/Xi+99JJzlnRqs6iTxpe7+jkDALKGi3oBAAoFDw8PNWzYUJKcL86vN3v2bEnK1Oy4pJAhMTExU/U1adJEkuMCM6m9ENyzZ4/27t0rs9msxo0bZ+ocktS4cWOZzWbt3btX+/btS7H+3LlzWrVqlaTMfR8yWoskLV26NNW3oc+bNy/NfUNCQiRJhw8fTrFu3759On36dIZqSe/Pz2QyqW/fvpKkb7/9Vr/88oukjF3MS5Kz/2lAQECKMEBy9LvMzplZjRs3lslk0p49e3To0KEU6/ft25ej7Qp++OEH7dy5U5LUr1+/DO+f9Jbc1No0XLx48YYX/rn2Allr165VyZIlFRYWJsnxc2/UqJF27dql3377zWX7ayWN1aRQ+XppjdWkx3Va65OecypXrpwikM2OunNCxYoV1bVrV0nSmDFjbhg6So6fz7WP06T7mdo4NAzD2aczK5LCq3nz5ikhIcH5c0utz2lS0Ll06dJse8zdeuut8vT01JkzZ1KdJXvmzBmtXr1akuMCZP/++2+qH4sXL5Yk/fnnn+lul5BRJpPJeXG5n376STt27Ljh9omJidq2bZvzdtIYT+v3alLw3KhRo0xdNOx6Wf1dK2X++bdVq1aSHH2H09vSJzP1mkwmNWvWzNlyY+/evSm2sdvtzsdQ0ixnAED+QiALACg0Hn/8cUnSzJkznb0Zk8yZM0d//vmnPD099cgjj2T42KVLl5aUesiQHo0aNVLdunUVFxent956S7Gxsc51ly5d0ltvvSVJ6tKlS5o999KjbNmy6tSpkwzD0FtvveXS1zMmJkZvvfWW4uPjVb9+/Qxf0CujOnXqpFKlSunUqVMaP368y1uV9+/fn+ItvNdKunjR5MmTXXoMnjhxQq+99lqGg5WM/Px69OihwMBAzZ49WxcvXlTTpk1TvVDWjQQHB6to0aKKiIhIEdZt27ZN48ePz9DxbqZs2bLq2LGj7Ha7RowY4RISXb16VSNGjMiRt+aeP39eo0eP1qhRoyRJ/fv3z9S4qlq1qiRp1qxZLj/vyMhIDR069IZ9hps2bSoPDw+tX79ehw4dShFcNm/eXDabTTNnznTevl7fvn1lsVi0ZMkSLV++3GXdr7/+qt9//z3Vc993330KCAjQ7t279cUXX7h8j/fs2eMc46nNzMyOunPK8OHDValSJZ04cUIPPvigNm/enGKbhIQE/e9//1P37t1dAtmk+zF//nwdPHjQudx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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(99117.62249999978), '总收益率': np.float64(-0.008823775000002199), '年化收益率': np.float64(-0.009622065219598963), '最大回撤': np.float64(0.008876574000002293), '夏普比率': np.float64(-1.9479722954931034), '卡玛比率': np.float64(-1.0839841158983723), '总交易次数': 540, '交易成本': 131.3775, '总实现盈亏': -751.0, '胜率': 0.2631578947368421, '盈亏比': 0.6887550200803213, '盈利交易次数': 65, '亏损交易次数': 182, '平均每次盈利': 3.769230769230769, '平均每次亏损': -5.472527472527473, 'initial_capital': 100000.0, 'final_capital': np.float64(99117.62249999978), 'total_return': np.float64(-0.008823775000002199), 'annualized_return': np.float64(-0.009622065219598963), 'max_drawdown': np.float64(0.008876574000002293), 'sharpe_ratio': np.float64(-1.9479722954931034), 'calmar_ratio': np.float64(-1.0839841158983723), 'sortino_ratio': np.float64(-1.3818654163952027), 'total_trades': 540, 'transaction_costs': 131.3775, 'total_realized_pnl': -751.0, 'win_rate': 0.2631578947368421, 'profit_loss_ratio': 0.6887550200803213, 'winning_trades_count': 65, 'losing_trades_count': 182, 'avg_profit_per_trade': 3.769230769230769, 'avg_loss_per_trade': -5.472527472527473}\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": 95
|
||
}
|
||
],
|
||
"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
|
||
}
|