{ "cells": [ { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "# 加载功能模块\n", "from datetime import datetime\n", "\n", "from vnpy.trader.constant import Interval\n", "\n", "from elite_optionstrategy import BacktestingEngine\n", "\n", "from buy_option_strategy import BuyOptionStrategy" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "# 创建回测引擎\n", "engine = BacktestingEngine()\n", "\n", "engine.set_parameters(\n", " interval=Interval.MINUTE,\n", " start=datetime(2022, 1, 1),\n", " end=datetime(2022, 6, 30),\n", " rate=0,\n", " slippage=0.6 + (16 / 100),\n", ")\n", "\n", "engine.add_strategy(BuyOptionStrategy, {})" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "tags": [] }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "100%|██████████| 180/180 [09:25<00:00, 3.14s/it]\n" ] } ], "source": [ "# 历史数据回放\n", "engine.run_backtesting()" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "2023-12-17 10:06:10.195816\t开始计算逐日盯市盈亏\n", "2023-12-17 10:06:10.200770\t逐日盯市盈亏计算完成\n" ] }, { "data": { "text/html": [ "
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trade_countturnovercommissionslippagetrading_pnlholding_pnltotal_pnlnet_pnl
date
2022-01-04322600.00.0228.03540.00.03540.03312.0
2022-01-05634660.00.0456.0760.0-2260.0-1500.0-1956.0
2022-01-06639400.00.0456.0-1540.03580.02040.01584.0
2022-01-071054900.00.0760.0-840.0-1200.0-2040.0-2800.0
2022-01-10842980.00.0608.040.0-1200.0-1160.0-1768.0
...........................
2022-06-23651860.00.0456.03580.0-4000.0-420.0-876.0
2022-06-24655180.00.0456.0-3680.02840.0-840.0-1296.0
2022-06-27868440.00.0608.0-1280.02480.01200.0592.0
2022-06-28216660.00.0152.04680.0-2380.02300.02148.0
2022-06-29870060.00.0608.01760.0-3120.0-1360.0-1968.0
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116 rows × 8 columns

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" ], "text/plain": [ " trade_count turnover commission slippage trading_pnl \\\n", "date \n", "2022-01-04 3 22600.0 0.0 228.0 3540.0 \n", "2022-01-05 6 34660.0 0.0 456.0 760.0 \n", "2022-01-06 6 39400.0 0.0 456.0 -1540.0 \n", "2022-01-07 10 54900.0 0.0 760.0 -840.0 \n", "2022-01-10 8 42980.0 0.0 608.0 40.0 \n", "... ... ... ... ... ... \n", "2022-06-23 6 51860.0 0.0 456.0 3580.0 \n", "2022-06-24 6 55180.0 0.0 456.0 -3680.0 \n", "2022-06-27 8 68440.0 0.0 608.0 -1280.0 \n", "2022-06-28 2 16660.0 0.0 152.0 4680.0 \n", "2022-06-29 8 70060.0 0.0 608.0 1760.0 \n", "\n", " holding_pnl total_pnl net_pnl \n", "date \n", "2022-01-04 0.0 3540.0 3312.0 \n", "2022-01-05 -2260.0 -1500.0 -1956.0 \n", "2022-01-06 3580.0 2040.0 1584.0 \n", "2022-01-07 -1200.0 -2040.0 -2800.0 \n", "2022-01-10 -1200.0 -1160.0 -1768.0 \n", "... ... ... ... \n", "2022-06-23 -4000.0 -420.0 -876.0 \n", "2022-06-24 2840.0 -840.0 -1296.0 \n", "2022-06-27 2480.0 1200.0 592.0 \n", "2022-06-28 -2380.0 2300.0 2148.0 \n", "2022-06-29 -3120.0 -1360.0 -1968.0 \n", "\n", "[116 rows x 8 columns]" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# 计算每日盈亏\n", "engine.calculate_result()" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "2023-12-17 10:06:10.244595\t开始计算策略统计指标\n", "2023-12-17 10:06:10.254669\t------------------------------\n", "2023-12-17 10:06:10.254669\t首个交易日:\t2022-01-04 00:00:00\n", "2023-12-17 10:06:10.254669\t最后交易日:\t2022-06-29 00:00:00\n", "2023-12-17 10:06:10.254669\t总交易日:\t116\n", "2023-12-17 10:06:10.254669\t盈利交易日:\t48\n", "2023-12-17 10:06:10.254669\t亏损交易日:\t68\n", "2023-12-17 10:06:10.254669\t起始资金:\t1,000,000.00\n", "2023-12-17 10:06:10.254669\t结束资金:\t997,644.00\n", "2023-12-17 10:06:10.254669\t总收益率:\t-0.24%\n", "2023-12-17 10:06:10.254669\t年化收益:\t-0.49%\n", "2023-12-17 10:06:10.254669\t最大回撤: \t-47,864.00\n", "2023-12-17 10:06:10.254669\t最大回撤%: \t-4.58%\n", "2023-12-17 10:06:10.254669\t总盈亏:\t-2,356.00\n", "2023-12-17 10:06:10.254669\t总手续费:\t0.00\n", "2023-12-17 10:06:10.254669\t总滑点:\t57,076.00\n", "2023-12-17 10:06:10.254669\t总成交金额:\t4,976,780.00\n", "2023-12-17 10:06:10.254669\t总成交笔数:\t751\n", "2023-12-17 10:06:10.254669\t日均盈亏:\t-20.31\n", "2023-12-17 10:06:10.254669\t日均手续费:\t0.00\n", "2023-12-17 10:06:10.254669\t日均滑点:\t492.03\n", "2023-12-17 10:06:10.254669\t日均成交金额:\t42,903.28\n", "2023-12-17 10:06:10.254669\t日均成交笔数:\t6.474137931034483\n", "2023-12-17 10:06:10.254669\t日均收益率:\t-0.00%\n", "2023-12-17 10:06:10.254669\t收益标准差:\t0.37%\n", "2023-12-17 10:06:10.254669\tSharpe Ratio:\t-0.21\n", "2023-12-17 10:06:10.254669\t收益回撤比:\t-0.05\n", "2023-12-17 10:06:10.256849\t策略统计指标计算完成\n" ] } ], "source": [ "# 统计绩效结果\n", "result = engine.calculate_statistics()" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "text/html": [ " \n", " " ] }, "metadata": {}, "output_type": "display_data" }, { "data": { 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59.2\n", "2022-01-06 13:01:00+08:00 IO2201-P-4850.CFFEX 空 平 1 @ 76.8\n", "2022-01-06 14:23:00+08:00 IO2201-P-4800.CFFEX 多 开 1 @ 57.6\n", "2022-01-06 14:23:00+08:00 IO2201-C-4850.CFFEX 空 平 1 @ 54.4\n", "2022-01-07 09:31:00+08:00 IO2201-P-4800.CFFEX 空 平 1 @ 44.2\n", "2022-01-07 09:31:00+08:00 IO2201-P-4850.CFFEX 多 开 1 @ 66.8\n", "2022-01-07 09:35:00+08:00 IO2201-P-4850.CFFEX 空 平 1 @ 61.0\n", "2022-01-07 09:35:00+08:00 IO2201-C-4900.CFFEX 多 开 1 @ 41.2\n", "2022-01-07 11:15:00+08:00 IO2201-P-4850.CFFEX 多 开 1 @ 66.8\n", "2022-01-07 11:15:00+08:00 IO2201-C-4900.CFFEX 空 平 1 @ 36.0\n", "2022-01-07 11:27:00+08:00 IO2201-C-4850.CFFEX 多 开 1 @ 56.8\n", "2022-01-07 11:27:00+08:00 IO2201-P-4850.CFFEX 空 平 1 @ 61.8\n", "2022-01-07 14:17:00+08:00 IO2201-C-4850.CFFEX 空 平 1 @ 55.0\n", "2022-01-07 14:17:00+08:00 IO2201-P-4850.CFFEX 多 开 1 @ 59.4\n", "2022-01-10 09:31:00+08:00 IO2201-P-4800.CFFEX 多 开 1 @ 49.6\n", "2022-01-10 09:31:00+08:00 IO2201-P-4850.CFFEX 空 平 1 @ 73.8\n", "2022-01-10 10:15:00+08:00 IO2201-P-4800.CFFEX 空 平 1 @ 38.8\n", "2022-01-10 10:15:00+08:00 IO2201-C-4850.CFFEX 多 开 1 @ 53.6\n", "2022-01-10 14:06:00+08:00 IO2201-C-4850.CFFEX 空 平 1 @ 51.2\n", "2022-01-10 14:06:00+08:00 IO2201-P-4850.CFFEX 多 开 1 @ 57.0\n", "2022-01-10 14:55:00+08:00 IO2201-C-4850.CFFEX 多 开 1 @ 52.4\n", "2022-01-10 14:55:00+08:00 IO2201-P-4850.CFFEX 空 平 1 @ 53.4\n", "2022-01-11 09:32:00+08:00 IO2201-C-4850.CFFEX 空 平 1 @ 49.0\n", "2022-01-11 09:32:00+08:00 IO2201-P-4850.CFFEX 多 开 1 @ 60.8\n", "2022-01-11 10:26:00+08:00 IO2201-C-4850.CFFEX 多 开 1 @ 53.6\n", "2022-01-11 10:26:00+08:00 IO2201-P-4850.CFFEX 空 平 1 @ 51.2\n", "2022-01-11 10:42:00+08:00 IO2201-C-4850.CFFEX 空 平 1 @ 44.8\n", "2022-01-11 10:42:00+08:00 IO2201-P-4850.CFFEX 多 开 1 @ 65.4\n", "2022-01-12 09:39:00+08:00 IO2201-C-4850.CFFEX 多 开 1 @ 39.2\n", "2022-01-12 09:39:00+08:00 IO2201-P-4850.CFFEX 空 平 1 @ 61.6\n", "2022-01-12 11:23:00+08:00 IO2201-C-4850.CFFEX 空 平 1 @ 38.4\n", "2022-01-12 11:23:00+08:00 IO2201-P-4850.CFFEX 多 开 1 @ 63.2\n", "2022-01-12 13:14:00+08:00 IO2201-C-4850.CFFEX 多 开 1 @ 40.2\n", "2022-01-12 13:14:00+08:00 IO2201-P-4850.CFFEX 空 平 1 @ 58.6\n", "2022-01-13 09:50:00+08:00 IO2201-C-4850.CFFEX 空 平 1 @ 40.6\n", "2022-01-13 09:50:00+08:00 IO2201-P-4850.CFFEX 多 开 1 @ 52.2\n", "2022-01-14 09:31:00+08:00 IO2201-P-4850.CFFEX 空 平 1 @ 111.4\n", "2022-01-14 09:31:00+08:00 IO2201-P-4750.CFFEX 多 开 1 @ 49.2\n", "2022-01-14 13:22:00+08:00 IO2201-C-4750.CFFEX 多 开 1 @ 51.0\n", "2022-01-14 13:22:00+08:00 IO2201-P-4750.CFFEX 空 平 1 @ 41.4\n", "2022-01-14 13:24:00+08:00 IO2201-C-4750.CFFEX 空 平 1 @ 50.6\n", "2022-01-14 13:24:00+08:00 IO2201-P-4750.CFFEX 多 开 1 @ 42.4\n", "2022-01-14 13:28:00+08:00 IO2201-C-4750.CFFEX 多 开 1 @ 50.6\n", "2022-01-14 13:28:00+08:00 IO2201-P-4750.CFFEX 空 平 1 @ 43.4\n", "2022-01-14 13:52:00+08:00 IO2201-C-4750.CFFEX 空 平 1 @ 43.6\n", "2022-01-14 13:52:00+08:00 IO2201-P-4750.CFFEX 多 开 1 @ 48.6\n", "2022-01-17 09:46:00+08:00 IO2201-C-4750.CFFEX 多 开 1 @ 44.2\n", "2022-01-17 09:46:00+08:00 IO2201-P-4750.CFFEX 空 平 1 @ 33.0\n", "2022-01-17 14:20:00+08:00 IO2201-C-4750.CFFEX 空 平 1 @ 43.0\n", "2022-01-17 14:20:00+08:00 IO2201-P-4750.CFFEX 多 开 1 @ 28.4\n", "2022-01-17 14:48:00+08:00 IO2201-C-4750.CFFEX 多 开 1 @ 45.2\n", "2022-01-17 14:48:00+08:00 IO2201-P-4750.CFFEX 空 平 1 @ 23.6\n", "2022-01-17 14:52:00+08:00 IO2201-C-4750.CFFEX 空 平 1 @ 44.4\n", "2022-01-17 14:52:00+08:00 IO2201-P-4750.CFFEX 多 开 1 @ 25.6\n", "2022-01-18 09:46:00+08:00 IO2201-P-4750.CFFEX 空 平 1 @ 19.4\n", "2022-01-18 09:46:00+08:00 IO2201-C-4800.CFFEX 多 开 1 @ 22.8\n", "2022-01-18 13:20:00+08:00 IO2201-P-4800.CFFEX 多 开 1 @ 28.0\n", "2022-01-18 13:20:00+08:00 IO2201-C-4800.CFFEX 空 平 1 @ 25.6\n", "2022-01-18 14:37:00+08:00 IO2201-P-4800.CFFEX 空 平 1 @ 19.8\n", "2022-01-18 14:37:00+08:00 IO2201-C-4800.CFFEX 多 开 1 @ 33.8\n", "2022-01-19 10:05:00+08:00 IO2201-P-4800.CFFEX 多 开 1 @ 24.2\n", "2022-01-19 10:05:00+08:00 IO2201-C-4800.CFFEX 空 平 1 @ 29.6\n", "2022-01-19 10:21:00+08:00 IO2201-P-4800.CFFEX 空 平 1 @ 23.8\n", "2022-01-19 10:21:00+08:00 IO2201-C-4800.CFFEX 多 开 1 @ 30.0\n", "2022-01-19 10:48:00+08:00 IO2201-P-4800.CFFEX 多 开 1 @ 22.6\n", "2022-01-19 10:48:00+08:00 IO2201-C-4800.CFFEX 空 平 1 @ 28.8\n", "2022-01-19 14:43:00+08:00 IO2201-P-4800.CFFEX 空 平 1 @ 32.0\n", "2022-01-19 14:43:00+08:00 IO2201-C-4800.CFFEX 多 开 1 @ 16.0\n", "2022-01-20 14:34:00+08:00 IO2201-P-4800.CFFEX 多 开 1 @ 8.6\n", "2022-01-20 14:34:00+08:00 IO2201-C-4800.CFFEX 空 平 1 @ 31.6\n", "2022-01-21 13:51:00+08:00 IO2201-P-4800.CFFEX 空 平 1 @ 20.0\n", "2022-01-21 13:51:00+08:00 IO2201-C-4800.CFFEX 多 开 1 @ 1.2\n", "2022-01-21 14:22:00+08:00 IO2201-P-4800.CFFEX 多 开 1 @ 24.8\n", "2022-01-21 14:22:00+08:00 IO2201-C-4800.CFFEX 空 平 1 @ 0.2\n", "2022-01-21 14:24:00+08:00 IO2201-P-4800.CFFEX 空 平 1 @ 23.6\n", "2022-01-21 14:24:00+08:00 IO2201-C-4800.CFFEX 多 开 1 @ 0.2\n", "2022-01-21 14:28:00+08:00 IO2201-P-4800.CFFEX 多 开 1 @ 24.0\n", "2022-01-21 14:28:00+08:00 IO2201-C-4800.CFFEX 空 平 1 @ 0.2\n", "2022-01-24 09:31:00+08:00 IO2202-P-4800.CFFEX 多 开 1 @ 91.0\n", "2022-01-24 10:41:00+08:00 IO2202-C-4800.CFFEX 多 开 1 @ 85.0\n", "2022-01-24 10:41:00+08:00 IO2202-P-4800.CFFEX 空 平 1 @ 81.2\n", "2022-01-24 13:54:00+08:00 IO2202-C-4800.CFFEX 空 平 1 @ 81.8\n", "2022-01-24 13:54:00+08:00 IO2202-P-4800.CFFEX 多 开 1 @ 83.2\n", "2022-01-26 09:31:00+08:00 IO2202-P-4800.CFFEX 空 平 1 @ 129.8\n", "2022-01-26 09:31:00+08:00 IO2202-P-4700.CFFEX 多 开 1 @ 77.0\n", "2022-01-26 10:10:00+08:00 IO2202-C-4750.CFFEX 多 开 1 @ 73.8\n", "2022-01-26 10:10:00+08:00 IO2202-P-4700.CFFEX 空 平 1 @ 73.2\n", "2022-01-26 11:04:00+08:00 IO2202-C-4750.CFFEX 空 平 1 @ 68.0\n", "2022-01-26 11:04:00+08:00 IO2202-P-4700.CFFEX 多 开 1 @ 80.4\n", "2022-01-26 13:51:00+08:00 IO2202-C-4700.CFFEX 多 开 1 @ 88.4\n", "2022-01-26 13:51:00+08:00 IO2202-P-4700.CFFEX 空 平 1 @ 81.0\n", "2022-01-27 09:42:00+08:00 IO2202-C-4700.CFFEX 空 平 1 @ 88.8\n", "2022-01-27 09:42:00+08:00 IO2202-P-4700.CFFEX 多 开 1 @ 80.8\n", "2022-01-27 14:01:00+08:00 IO2202-C-4650.CFFEX 多 开 1 @ 93.8\n", "2022-01-27 14:01:00+08:00 IO2202-P-4700.CFFEX 空 平 1 @ 103.0\n", "2022-01-27 14:10:00+08:00 IO2202-P-4650.CFFEX 多 开 1 @ 83.0\n", "2022-01-27 14:10:00+08:00 IO2202-C-4650.CFFEX 空 平 1 @ 90.0\n", "2022-01-28 11:04:00+08:00 IO2202-P-4650.CFFEX 空 平 1 @ 96.0\n", "2022-01-28 11:04:00+08:00 IO2202-C-4650.CFFEX 多 开 1 @ 80.0\n", "2022-01-28 14:05:00+08:00 IO2202-P-4600.CFFEX 多 开 1 @ 76.0\n", "2022-01-28 14:05:00+08:00 IO2202-C-4650.CFFEX 空 平 1 @ 73.8\n", "2022-02-07 09:31:00+08:00 IO2202-P-4600.CFFEX 空 平 1 @ 57.2\n", "2022-02-07 09:31:00+08:00 IO2202-P-4650.CFFEX 多 开 1 @ 79.8\n", "2022-02-07 09:44:00+08:00 IO2202-P-4650.CFFEX 空 平 1 @ 59.4\n", "2022-02-07 09:44:00+08:00 IO2202-C-4650.CFFEX 多 开 1 @ 60.2\n", "2022-02-07 11:13:00+08:00 IO2202-P-4600.CFFEX 多 开 1 @ 53.8\n", "2022-02-07 11:13:00+08:00 IO2202-C-4650.CFFEX 空 平 1 @ 42.8\n", "2022-02-07 13:04:00+08:00 IO2202-P-4600.CFFEX 空 平 1 @ 39.4\n", "2022-02-07 13:04:00+08:00 IO2202-C-4650.CFFEX 多 开 1 @ 56.0\n", "2022-02-07 14:26:00+08:00 IO2202-P-4650.CFFEX 多 开 1 @ 68.0\n", "2022-02-07 14:26:00+08:00 IO2202-C-4650.CFFEX 空 平 1 @ 47.8\n", "2022-02-08 09:31:00+08:00 IO2202-P-4600.CFFEX 多 开 1 @ 48.8\n", "2022-02-08 09:31:00+08:00 IO2202-P-4650.CFFEX 空 平 1 @ 73.4\n", "2022-02-08 13:29:00+08:00 IO2202-P-4600.CFFEX 空 平 1 @ 74.2\n", "2022-02-08 13:29:00+08:00 IO2202-C-4550.CFFEX 多 开 1 @ 60.8\n", "2022-02-09 09:31:00+08:00 IO2202-C-4550.CFFEX 空 平 1 @ 92.4\n", "2022-02-09 09:31:00+08:00 IO2202-C-4600.CFFEX 多 开 1 @ 60.0\n", "2022-02-10 09:31:00+08:00 IO2202-C-4600.CFFEX 空 平 1 @ 73.0\n", "2022-02-10 09:31:00+08:00 IO2202-C-4650.CFFEX 多 开 1 @ 45.0\n", "2022-02-10 09:37:00+08:00 IO2202-P-4650.CFFEX 多 开 1 @ 50.6\n", "2022-02-10 09:37:00+08:00 IO2202-C-4650.CFFEX 空 平 1 @ 39.8\n", "2022-02-10 14:15:00+08:00 IO2202-C-4600.CFFEX 多 开 1 @ 53.0\n", "2022-02-10 14:15:00+08:00 IO2202-P-4650.CFFEX 空 平 1 @ 56.8\n", "2022-02-11 10:30:00+08:00 IO2202-C-4600.CFFEX 空 平 1 @ 57.0\n", "2022-02-11 10:30:00+08:00 IO2202-P-4650.CFFEX 多 开 1 @ 51.4\n", "2022-02-11 10:56:00+08:00 IO2202-P-4650.CFFEX 空 平 1 @ 38.6\n", "2022-02-11 10:56:00+08:00 IO2202-C-4650.CFFEX 多 开 1 @ 39.8\n", "2022-02-11 13:09:00+08:00 IO2202-P-4650.CFFEX 多 开 1 @ 48.8\n", "2022-02-11 13:09:00+08:00 IO2202-C-4650.CFFEX 空 平 1 @ 31.0\n", "2022-02-14 09:31:00+08:00 IO2202-P-4600.CFFEX 多 开 1 @ 49.2\n", "2022-02-14 09:31:00+08:00 IO2202-P-4650.CFFEX 空 平 1 @ 85.6\n", "2022-02-15 09:31:00+08:00 IO2202-P-4600.CFFEX 空 平 1 @ 58.2\n", "2022-02-15 09:31:00+08:00 IO2202-P-4550.CFFEX 多 开 1 @ 28.6\n", "2022-02-15 09:38:00+08:00 IO2202-C-4550.CFFEX 多 开 1 @ 39.8\n", "2022-02-15 09:38:00+08:00 IO2202-P-4550.CFFEX 空 平 1 @ 27.2\n", "2022-02-15 13:15:00+08:00 IO2202-P-4600.CFFEX 多 开 1 @ 43.0\n", "2022-02-15 13:15:00+08:00 IO2202-C-4550.CFFEX 空 平 1 @ 45.4\n", "2022-02-15 14:43:00+08:00 IO2202-P-4600.CFFEX 空 平 1 @ 31.4\n", "2022-02-15 14:43:00+08:00 IO2202-C-4600.CFFEX 多 开 1 @ 24.0\n", "2022-02-16 13:06:00+08:00 IO2202-C-4600.CFFEX 空 平 1 @ 41.0\n", "2022-02-16 13:06:00+08:00 IO2202-P-4650.CFFEX 多 开 1 @ 39.0\n", "2022-02-17 09:31:00+08:00 IO2202-P-4600.CFFEX 多 开 1 @ 18.6\n", "2022-02-17 09:31:00+08:00 IO2202-P-4650.CFFEX 空 平 1 @ 50.0\n", "2022-02-17 10:00:00+08:00 IO2202-P-4600.CFFEX 空 平 1 @ 10.4\n", "2022-02-17 10:00:00+08:00 IO2202-C-4650.CFFEX 多 开 1 @ 13.6\n", "2022-02-17 13:13:00+08:00 IO2202-P-4650.CFFEX 多 开 1 @ 28.0\n", "2022-02-17 13:13:00+08:00 IO2202-C-4650.CFFEX 空 平 1 @ 10.4\n", "2022-02-18 09:31:00+08:00 IO2202-P-4600.CFFEX 多 开 1 @ 13.8\n", "2022-02-18 09:31:00+08:00 IO2202-P-4650.CFFEX 空 平 1 @ 49.0\n", "2022-02-18 10:18:00+08:00 IO2202-P-4600.CFFEX 空 平 1 @ 3.8\n", "2022-02-18 10:18:00+08:00 IO2202-C-4600.CFFEX 多 开 1 @ 27.4\n", "2022-02-18 10:45:00+08:00 IO2202-P-4600.CFFEX 多 开 1 @ 5.0\n", "2022-02-18 10:45:00+08:00 IO2202-C-4600.CFFEX 空 平 1 @ 21.6\n", "2022-02-18 10:52:00+08:00 IO2202-P-4600.CFFEX 空 平 1 @ 3.4\n", "2022-02-18 10:52:00+08:00 IO2202-C-4600.CFFEX 多 开 1 @ 25.6\n", "2022-02-18 11:20:00+08:00 IO2202-P-4600.CFFEX 多 开 1 @ 3.4\n", "2022-02-18 11:20:00+08:00 IO2202-C-4600.CFFEX 空 平 1 @ 16.0\n", "2022-02-18 13:07:00+08:00 IO2202-P-4600.CFFEX 空 平 1 @ 0.4\n", "2022-02-18 13:07:00+08:00 IO2202-C-4650.CFFEX 多 开 1 @ 2.2\n", "2022-02-21 09:31:00+08:00 IO2203-C-4650.CFFEX 多 开 1 @ 69.2\n", "2022-02-21 09:44:00+08:00 IO2203-P-4600.CFFEX 多 开 1 @ 62.2\n", "2022-02-21 09:44:00+08:00 IO2203-C-4650.CFFEX 空 平 1 @ 58.4\n", "2022-02-21 13:08:00+08:00 IO2203-C-4600.CFFEX 多 开 1 @ 82.6\n", "2022-02-21 13:08:00+08:00 IO2203-P-4600.CFFEX 空 平 1 @ 63.0\n", "2022-02-21 13:57:00+08:00 IO2203-C-4600.CFFEX 空 平 1 @ 78.2\n", "2022-02-21 13:57:00+08:00 IO2203-P-4600.CFFEX 多 开 1 @ 64.0\n", "2022-02-21 14:42:00+08:00 IO2203-P-4600.CFFEX 空 平 1 @ 57.0\n", "2022-02-21 14:42:00+08:00 IO2203-C-4650.CFFEX 多 开 1 @ 59.4\n", "2022-02-22 09:31:00+08:00 IO2203-C-4600.CFFEX 多 开 1 @ 62.2\n", "2022-02-22 09:31:00+08:00 IO2203-C-4650.CFFEX 空 平 1 @ 41.6\n", "2022-02-22 09:35:00+08:00 IO2203-C-4600.CFFEX 空 平 1 @ 61.4\n", "2022-02-22 09:35:00+08:00 IO2203-P-4600.CFFEX 多 开 1 @ 84.0\n", "2022-02-22 13:31:00+08:00 IO2203-P-4600.CFFEX 空 平 1 @ 94.6\n", "2022-02-22 13:31:00+08:00 IO2203-C-4550.CFFEX 多 开 1 @ 76.8\n", "2022-02-22 14:00:00+08:00 IO2203-P-4550.CFFEX 多 开 1 @ 71.8\n", "2022-02-22 14:00:00+08:00 IO2203-C-4550.CFFEX 空 平 1 @ 73.8\n", "2022-02-22 14:22:00+08:00 IO2203-P-4550.CFFEX 空 平 1 @ 67.6\n", "2022-02-22 14:22:00+08:00 IO2203-C-4550.CFFEX 多 开 1 @ 76.4\n", "2022-02-23 09:31:00+08:00 IO2203-C-4600.CFFEX 多 开 1 @ 58.8\n", "2022-02-23 09:31:00+08:00 IO2203-C-4550.CFFEX 空 平 1 @ 85.8\n", "2022-02-24 09:37:00+08:00 IO2203-C-4600.CFFEX 空 平 1 @ 61.8\n", "2022-02-24 09:37:00+08:00 IO2203-P-4600.CFFEX 多 开 1 @ 74.4\n", "2022-02-24 14:51:00+08:00 IO2203-P-4600.CFFEX 空 平 1 @ 113.0\n", "2022-02-24 14:51:00+08:00 IO2203-C-4550.CFFEX 多 开 1 @ 65.6\n", "2022-02-25 09:31:00+08:00 IO2203-C-4600.CFFEX 多 开 1 @ 59.4\n", "2022-02-25 09:31:00+08:00 IO2203-C-4550.CFFEX 空 平 1 @ 86.6\n", "2022-02-25 11:14:00+08:00 IO2203-C-4600.CFFEX 空 平 1 @ 59.0\n", "2022-02-25 11:14:00+08:00 IO2203-P-4600.CFFEX 多 开 1 @ 79.8\n", "2022-02-28 09:31:00+08:00 IO2203-P-4550.CFFEX 多 开 1 @ 62.6\n", "2022-02-28 09:31:00+08:00 IO2203-P-4600.CFFEX 空 平 1 @ 87.0\n", "2022-02-28 09:37:00+08:00 IO2203-P-4550.CFFEX 空 平 1 @ 57.4\n", "2022-02-28 09:37:00+08:00 IO2203-C-4550.CFFEX 多 开 1 @ 81.6\n", "2022-02-28 09:38:00+08:00 IO2203-P-4550.CFFEX 多 开 1 @ 63.0\n", "2022-02-28 09:38:00+08:00 IO2203-C-4550.CFFEX 空 平 1 @ 77.2\n", "2022-02-28 11:28:00+08:00 IO2203-P-4550.CFFEX 空 平 1 @ 63.4\n", "2022-02-28 11:28:00+08:00 IO2203-C-4550.CFFEX 多 开 1 @ 74.0\n", "2022-03-01 09:31:00+08:00 IO2203-C-4600.CFFEX 多 开 1 @ 72.4\n", "2022-03-01 09:31:00+08:00 IO2203-C-4550.CFFEX 空 平 1 @ 102.6\n", "2022-03-01 11:01:00+08:00 IO2203-C-4600.CFFEX 空 平 1 @ 60.4\n", "2022-03-01 11:01:00+08:00 IO2203-P-4600.CFFEX 多 开 1 @ 66.0\n", "2022-03-01 13:57:00+08:00 IO2203-C-4600.CFFEX 多 开 1 @ 59.6\n", "2022-03-01 13:57:00+08:00 IO2203-P-4600.CFFEX 空 平 1 @ 67.0\n", "2022-03-02 09:41:00+08:00 IO2203-C-4600.CFFEX 空 平 1 @ 55.0\n", "2022-03-02 09:41:00+08:00 IO2203-P-4600.CFFEX 多 开 1 @ 70.0\n", "2022-03-02 13:12:00+08:00 IO2203-P-4600.CFFEX 空 平 1 @ 74.0\n", "2022-03-02 13:12:00+08:00 IO2203-C-4550.CFFEX 多 开 1 @ 75.0\n", "2022-03-02 13:54:00+08:00 IO2203-P-4550.CFFEX 多 开 1 @ 51.2\n", "2022-03-02 13:54:00+08:00 IO2203-C-4550.CFFEX 空 平 1 @ 73.4\n", "2022-03-02 14:13:00+08:00 IO2203-C-4600.CFFEX 多 开 1 @ 49.0\n", "2022-03-02 14:13:00+08:00 IO2203-P-4550.CFFEX 空 平 1 @ 49.0\n", "2022-03-03 09:55:00+08:00 IO2203-C-4600.CFFEX 空 平 1 @ 47.8\n", "2022-03-03 09:55:00+08:00 IO2203-P-4550.CFFEX 多 开 1 @ 53.6\n", "2022-03-04 09:31:00+08:00 IO2203-P-4550.CFFEX 空 平 1 @ 89.0\n", "2022-03-04 09:31:00+08:00 IO2203-P-4500.CFFEX 多 开 1 @ 63.0\n", "2022-03-04 10:39:00+08:00 IO2203-C-4550.CFFEX 多 开 1 @ 50.4\n", "2022-03-04 10:39:00+08:00 IO2203-P-4500.CFFEX 空 平 1 @ 43.0\n", "2022-03-04 11:26:00+08:00 IO2203-C-4550.CFFEX 空 平 1 @ 42.2\n", "2022-03-04 11:26:00+08:00 IO2203-P-4500.CFFEX 多 开 1 @ 51.8\n", "2022-03-07 09:31:00+08:00 IO2203-P-4500.CFFEX 空 平 1 @ 92.2\n", "2022-03-07 09:31:00+08:00 IO2203-P-4450.CFFEX 多 开 1 @ 64.4\n", "2022-03-08 09:31:00+08:00 IO2203-P-4350.CFFEX 多 开 1 @ 52.2\n", "2022-03-08 09:31:00+08:00 IO2203-P-4450.CFFEX 空 平 1 @ 109.2\n", "2022-03-08 09:50:00+08:00 IO2203-C-4350.CFFEX 多 开 1 @ 70.0\n", "2022-03-08 09:50:00+08:00 IO2203-P-4350.CFFEX 空 平 1 @ 59.2\n", "2022-03-08 09:51:00+08:00 IO2203-C-4350.CFFEX 空 平 1 @ 68.2\n", "2022-03-08 09:51:00+08:00 IO2203-P-4350.CFFEX 多 开 1 @ 61.6\n", "2022-03-08 13:24:00+08:00 IO2203-P-4350.CFFEX 空 平 1 @ 90.0\n", "2022-03-08 13:24:00+08:00 IO2203-C-4300.CFFEX 多 开 1 @ 73.0\n", "2022-03-08 14:15:00+08:00 IO2203-P-4300.CFFEX 多 开 1 @ 78.8\n", "2022-03-08 14:15:00+08:00 IO2203-C-4300.CFFEX 空 平 1 @ 60.0\n", "2022-03-09 09:31:00+08:00 IO2203-P-4300.CFFEX 空 平 1 @ 82.6\n", "2022-03-09 09:31:00+08:00 IO2203-P-4250.CFFEX 多 开 1 @ 57.2\n", "2022-03-09 09:58:00+08:00 IO2203-P-4250.CFFEX 空 平 1 @ 55.2\n", "2022-03-09 09:58:00+08:00 IO2203-C-4300.CFFEX 多 开 1 @ 54.8\n", "2022-03-09 10:00:00+08:00 IO2203-P-4250.CFFEX 多 开 1 @ 57.2\n", "2022-03-09 10:00:00+08:00 IO2203-C-4300.CFFEX 空 平 1 @ 51.4\n", "2022-03-09 14:36:00+08:00 IO2203-C-4200.CFFEX 多 开 1 @ 66.2\n", "2022-03-09 14:36:00+08:00 IO2203-P-4250.CFFEX 空 平 1 @ 92.2\n", "2022-03-10 09:31:00+08:00 IO2203-C-4200.CFFEX 空 平 1 @ 110.8\n", "2022-03-10 09:31:00+08:00 IO2203-C-4300.CFFEX 多 开 1 @ 50.2\n", "2022-03-10 13:09:00+08:00 IO2203-P-4300.CFFEX 多 开 1 @ 65.6\n", "2022-03-10 13:09:00+08:00 IO2203-C-4300.CFFEX 空 平 1 @ 48.6\n", "2022-03-11 09:31:00+08:00 IO2203-P-4200.CFFEX 多 开 1 @ 74.8\n", "2022-03-11 09:31:00+08:00 IO2203-P-4300.CFFEX 空 平 1 @ 135.6\n", "2022-03-11 13:37:00+08:00 IO2203-C-4200.CFFEX 多 开 1 @ 63.0\n", "2022-03-11 13:37:00+08:00 IO2203-P-4200.CFFEX 空 平 1 @ 54.2\n", "2022-03-14 09:31:00+08:00 IO2203-C-4200.CFFEX 空 平 1 @ 88.6\n", "2022-03-14 09:31:00+08:00 IO2203-C-4250.CFFEX 多 开 1 @ 58.0\n", "2022-03-14 09:49:00+08:00 IO2203-C-4250.CFFEX 空 平 1 @ 63.6\n", "2022-03-14 09:49:00+08:00 IO2203-P-4250.CFFEX 多 开 1 @ 57.0\n", "2022-03-15 09:31:00+08:00 IO2203-P-4250.CFFEX 空 平 1 @ 176.0\n", "2022-03-15 09:31:00+08:00 IO2203-P-4100.CFFEX 多 开 1 @ 72.6\n", "2022-03-15 10:45:00+08:00 IO2203-P-4100.CFFEX 空 平 1 @ 51.0\n", "2022-03-15 10:45:00+08:00 IO2203-C-4150.CFFEX 多 开 1 @ 52.6\n", "2022-03-15 11:00:00+08:00 IO2203-P-4100.CFFEX 多 开 1 @ 61.0\n", "2022-03-15 11:00:00+08:00 IO2203-C-4150.CFFEX 空 平 1 @ 45.0\n", "2022-03-16 09:31:00+08:00 IO2203-P-4100.CFFEX 空 平 1 @ 101.8\n", "2022-03-16 09:31:00+08:00 IO2203-P-4050.CFFEX 多 开 1 @ 72.4\n", "2022-03-16 10:04:00+08:00 IO2203-P-4050.CFFEX 空 平 1 @ 81.2\n", "2022-03-16 10:04:00+08:00 IO2203-C-4000.CFFEX 多 开 1 @ 69.0\n", "2022-03-16 10:16:00+08:00 IO2203-P-4000.CFFEX 多 开 1 @ 64.8\n", "2022-03-16 10:16:00+08:00 IO2203-C-4000.CFFEX 空 平 1 @ 63.0\n", "2022-03-16 13:04:00+08:00 IO2203-P-4000.CFFEX 空 平 1 @ 36.2\n", "2022-03-16 13:04:00+08:00 IO2203-C-4050.CFFEX 多 开 1 @ 46.8\n", "2022-03-17 09:31:00+08:00 IO2203-C-4050.CFFEX 空 平 1 @ 181.0\n", "2022-03-17 09:31:00+08:00 IO2203-C-4250.CFFEX 多 开 1 @ 32.2\n", "2022-03-17 13:58:00+08:00 IO2203-P-4250.CFFEX 多 开 1 @ 28.8\n", "2022-03-17 13:58:00+08:00 IO2203-C-4250.CFFEX 空 平 1 @ 37.0\n", "2022-03-18 13:26:00+08:00 IO2203-P-4250.CFFEX 空 平 1 @ 26.0\n", "2022-03-18 13:26:00+08:00 IO2203-C-4250.CFFEX 多 开 1 @ 2.2\n", "2022-03-21 09:31:00+08:00 IO2204-C-4250.CFFEX 多 开 1 @ 94.0\n", "2022-03-21 09:43:00+08:00 IO2204-C-4250.CFFEX 空 平 1 @ 94.2\n", "2022-03-21 09:43:00+08:00 IO2204-P-4200.CFFEX 多 开 1 @ 96.0\n", "2022-03-21 14:16:00+08:00 IO2204-P-4200.CFFEX 空 平 1 @ 96.0\n", "2022-03-21 14:16:00+08:00 IO2204-C-4200.CFFEX 多 开 1 @ 106.4\n", "2022-03-22 10:29:00+08:00 IO2204-P-4200.CFFEX 多 开 1 @ 90.0\n", "2022-03-22 10:29:00+08:00 IO2204-C-4200.CFFEX 空 平 1 @ 99.4\n", "2022-03-22 10:47:00+08:00 IO2204-P-4200.CFFEX 空 平 1 @ 86.6\n", "2022-03-22 10:47:00+08:00 IO2204-C-4200.CFFEX 多 开 1 @ 100.8\n", "2022-03-22 14:08:00+08:00 IO2204-P-4200.CFFEX 多 开 1 @ 84.8\n", "2022-03-22 14:08:00+08:00 IO2204-C-4200.CFFEX 空 平 1 @ 96.8\n", "2022-03-23 09:31:00+08:00 IO2204-P-4250.CFFEX 多 开 1 @ 99.8\n", "2022-03-23 09:31:00+08:00 IO2204-P-4200.CFFEX 空 平 1 @ 76.8\n", "2022-03-23 10:02:00+08:00 IO2204-C-4250.CFFEX 多 开 1 @ 80.0\n", "2022-03-23 10:02:00+08:00 IO2204-P-4250.CFFEX 空 平 1 @ 96.0\n", "2022-03-23 11:28:00+08:00 IO2204-C-4250.CFFEX 空 平 1 @ 70.2\n", "2022-03-23 11:28:00+08:00 IO2204-P-4200.CFFEX 多 开 1 @ 79.2\n", "2022-03-23 13:33:00+08:00 IO2204-C-4250.CFFEX 多 开 1 @ 84.6\n", "2022-03-23 13:33:00+08:00 IO2204-P-4200.CFFEX 空 平 1 @ 64.2\n", "2022-03-24 09:31:00+08:00 IO2204-C-4250.CFFEX 空 平 1 @ 60.8\n", "2022-03-24 09:31:00+08:00 IO2204-C-4200.CFFEX 多 开 1 @ 83.4\n", "2022-03-24 09:33:00+08:00 IO2204-P-4200.CFFEX 多 开 1 @ 77.6\n", "2022-03-24 09:33:00+08:00 IO2204-C-4200.CFFEX 空 平 1 @ 85.0\n", "2022-03-24 11:17:00+08:00 IO2204-P-4200.CFFEX 空 平 1 @ 73.0\n", "2022-03-24 11:17:00+08:00 IO2204-C-4200.CFFEX 多 开 1 @ 83.0\n", "2022-03-25 09:31:00+08:00 IO2204-P-4200.CFFEX 多 开 1 @ 65.0\n", "2022-03-25 09:31:00+08:00 IO2204-C-4200.CFFEX 空 平 1 @ 87.0\n", "2022-03-25 09:41:00+08:00 IO2204-C-4250.CFFEX 多 开 1 @ 64.6\n", "2022-03-25 09:41:00+08:00 IO2204-P-4200.CFFEX 空 平 1 @ 60.8\n", "2022-03-25 09:51:00+08:00 IO2204-C-4250.CFFEX 空 平 1 @ 60.2\n", "2022-03-25 09:51:00+08:00 IO2204-P-4200.CFFEX 多 开 1 @ 66.8\n", "2022-03-25 09:52:00+08:00 IO2204-P-4200.CFFEX 空 平 1 @ 64.6\n", "2022-03-25 09:52:00+08:00 IO2204-C-4200.CFFEX 多 开 1 @ 89.0\n", "2022-03-25 09:55:00+08:00 IO2204-P-4250.CFFEX 多 开 1 @ 82.2\n", "2022-03-25 09:55:00+08:00 IO2204-C-4200.CFFEX 空 平 1 @ 92.8\n", "2022-03-28 09:31:00+08:00 IO2204-P-4100.CFFEX 多 开 1 @ 89.2\n", "2022-03-28 09:31:00+08:00 IO2204-P-4250.CFFEX 空 平 1 @ 191.2\n", "2022-03-28 10:50:00+08:00 IO2204-P-4100.CFFEX 空 平 1 @ 72.6\n", "2022-03-28 10:50:00+08:00 IO2204-C-4100.CFFEX 多 开 1 @ 96.8\n", "2022-03-28 13:36:00+08:00 IO2204-P-4100.CFFEX 多 开 1 @ 75.6\n", "2022-03-28 13:36:00+08:00 IO2204-C-4100.CFFEX 空 平 1 @ 90.4\n", "2022-03-28 14:49:00+08:00 IO2204-P-4100.CFFEX 空 平 1 @ 71.6\n", "2022-03-28 14:49:00+08:00 IO2204-C-4100.CFFEX 多 开 1 @ 94.4\n", "2022-03-29 09:31:00+08:00 IO2204-C-4100.CFFEX 空 平 1 @ 103.8\n", "2022-03-29 09:31:00+08:00 IO2204-C-4150.CFFEX 多 开 1 @ 74.0\n", "2022-03-29 10:33:00+08:00 IO2204-P-4150.CFFEX 多 开 1 @ 89.0\n", "2022-03-29 10:33:00+08:00 IO2204-C-4150.CFFEX 空 平 1 @ 69.8\n", "2022-03-29 13:33:00+08:00 IO2204-P-4150.CFFEX 空 平 1 @ 86.8\n", "2022-03-29 13:33:00+08:00 IO2204-C-4150.CFFEX 多 开 1 @ 71.4\n", "2022-03-29 14:19:00+08:00 IO2204-P-4100.CFFEX 多 开 1 @ 70.8\n", "2022-03-29 14:19:00+08:00 IO2204-C-4150.CFFEX 空 平 1 @ 63.8\n", "2022-03-30 09:31:00+08:00 IO2204-P-4100.CFFEX 空 平 1 @ 53.8\n", "2022-03-30 09:31:00+08:00 IO2204-P-4150.CFFEX 多 开 1 @ 72.6\n", "2022-03-30 09:35:00+08:00 IO2204-P-4150.CFFEX 空 平 1 @ 73.6\n", "2022-03-30 09:35:00+08:00 IO2204-C-4150.CFFEX 多 开 1 @ 74.6\n", "2022-03-31 09:31:00+08:00 IO2204-C-4250.CFFEX 多 开 1 @ 63.2\n", "2022-03-31 09:31:00+08:00 IO2204-C-4150.CFFEX 空 平 1 @ 124.0\n", "2022-03-31 09:48:00+08:00 IO2204-C-4250.CFFEX 空 平 1 @ 57.6\n", "2022-03-31 09:48:00+08:00 IO2204-P-4250.CFFEX 多 开 1 @ 81.6\n", "2022-03-31 14:16:00+08:00 IO2204-P-4250.CFFEX 空 平 1 @ 79.0\n", "2022-03-31 14:16:00+08:00 IO2204-C-4200.CFFEX 多 开 1 @ 79.6\n", "2022-04-01 09:32:00+08:00 IO2204-P-4200.CFFEX 多 开 1 @ 70.0\n", "2022-04-01 09:32:00+08:00 IO2204-C-4200.CFFEX 空 平 1 @ 62.2\n", "2022-04-01 10:08:00+08:00 IO2204-C-4250.CFFEX 多 开 1 @ 55.4\n", "2022-04-01 10:08:00+08:00 IO2204-P-4200.CFFEX 空 平 1 @ 54.6\n", "2022-04-01 13:38:00+08:00 IO2204-C-4250.CFFEX 空 平 1 @ 66.6\n", "2022-04-01 13:38:00+08:00 IO2204-P-4250.CFFEX 多 开 1 @ 61.0\n", "2022-04-01 14:26:00+08:00 IO2204-C-4250.CFFEX 多 开 1 @ 73.0\n", "2022-04-01 14:26:00+08:00 IO2204-P-4250.CFFEX 空 平 1 @ 53.6\n", "2022-04-06 09:34:00+08:00 IO2204-C-4250.CFFEX 空 平 1 @ 56.0\n", "2022-04-06 09:34:00+08:00 IO2204-P-4250.CFFEX 多 开 1 @ 61.2\n", "2022-04-06 11:27:00+08:00 IO2204-C-4250.CFFEX 多 开 1 @ 51.0\n", "2022-04-06 11:27:00+08:00 IO2204-P-4250.CFFEX 空 平 1 @ 61.0\n", "2022-04-06 14:08:00+08:00 IO2204-C-4250.CFFEX 空 平 1 @ 49.0\n", "2022-04-06 14:08:00+08:00 IO2204-P-4250.CFFEX 多 开 1 @ 61.2\n", "2022-04-07 09:31:00+08:00 IO2204-P-4250.CFFEX 空 平 1 @ 68.0\n", "2022-04-07 09:31:00+08:00 IO2204-P-4200.CFFEX 多 开 1 @ 44.0\n", "2022-04-07 09:47:00+08:00 IO2204-C-4250.CFFEX 多 开 1 @ 57.8\n", "2022-04-07 09:47:00+08:00 IO2204-P-4200.CFFEX 空 平 1 @ 33.2\n", "2022-04-07 10:10:00+08:00 IO2204-C-4250.CFFEX 空 平 1 @ 43.0\n", "2022-04-07 10:10:00+08:00 IO2204-P-4200.CFFEX 多 开 1 @ 44.0\n", "2022-04-07 14:11:00+08:00 IO2204-P-4200.CFFEX 空 平 1 @ 42.8\n", "2022-04-07 14:11:00+08:00 IO2204-C-4200.CFFEX 多 开 1 @ 63.8\n", "2022-04-07 14:43:00+08:00 IO2204-P-4200.CFFEX 多 开 1 @ 51.6\n", "2022-04-07 14:43:00+08:00 IO2204-C-4200.CFFEX 空 平 1 @ 53.6\n", "2022-04-08 10:47:00+08:00 IO2204-P-4200.CFFEX 空 平 1 @ 43.4\n", "2022-04-08 10:47:00+08:00 IO2204-C-4200.CFFEX 多 开 1 @ 60.8\n", "2022-04-11 09:32:00+08:00 IO2204-P-4200.CFFEX 多 开 1 @ 54.2\n", "2022-04-11 09:32:00+08:00 IO2204-C-4200.CFFEX 空 平 1 @ 35.6\n", "2022-04-11 14:03:00+08:00 IO2204-C-4100.CFFEX 多 开 1 @ 54.6\n", "2022-04-11 14:03:00+08:00 IO2204-P-4200.CFFEX 空 平 1 @ 100.0\n", "2022-04-11 14:20:00+08:00 IO2204-P-4100.CFFEX 多 开 1 @ 43.0\n", "2022-04-11 14:20:00+08:00 IO2204-C-4100.CFFEX 空 平 1 @ 51.2\n", "2022-04-12 09:34:00+08:00 IO2204-P-4100.CFFEX 空 平 1 @ 36.8\n", "2022-04-12 09:34:00+08:00 IO2204-C-4100.CFFEX 多 开 1 @ 55.2\n", "2022-04-12 10:25:00+08:00 IO2204-P-4100.CFFEX 多 开 1 @ 43.8\n", "2022-04-12 10:25:00+08:00 IO2204-C-4100.CFFEX 空 平 1 @ 46.6\n", "2022-04-12 10:34:00+08:00 IO2204-P-4100.CFFEX 空 平 1 @ 35.4\n", "2022-04-12 10:34:00+08:00 IO2204-C-4100.CFFEX 多 开 1 @ 55.0\n", "2022-04-12 10:57:00+08:00 IO2204-P-4100.CFFEX 多 开 1 @ 43.0\n", "2022-04-12 10:57:00+08:00 IO2204-C-4100.CFFEX 空 平 1 @ 47.8\n", "2022-04-12 13:20:00+08:00 IO2204-P-4100.CFFEX 空 平 1 @ 16.8\n", "2022-04-12 13:20:00+08:00 IO2204-C-4150.CFFEX 多 开 1 @ 43.0\n", "2022-04-13 09:41:00+08:00 IO2204-P-4150.CFFEX 多 开 1 @ 38.8\n", "2022-04-13 09:41:00+08:00 IO2204-C-4150.CFFEX 空 平 1 @ 33.0\n", "2022-04-13 11:01:00+08:00 IO2204-P-4150.CFFEX 空 平 1 @ 26.4\n", "2022-04-13 11:01:00+08:00 IO2204-C-4150.CFFEX 多 开 1 @ 44.0\n", "2022-04-13 14:35:00+08:00 IO2204-P-4150.CFFEX 多 开 1 @ 23.0\n", "2022-04-13 14:35:00+08:00 IO2204-C-4150.CFFEX 空 平 1 @ 37.0\n", "2022-04-14 09:31:00+08:00 IO2204-P-4150.CFFEX 空 平 1 @ 14.2\n", "2022-04-14 09:31:00+08:00 IO2204-P-4200.CFFEX 多 开 1 @ 39.4\n", "2022-04-14 09:44:00+08:00 IO2204-P-4200.CFFEX 空 平 1 @ 44.4\n", "2022-04-14 09:44:00+08:00 IO2204-C-4150.CFFEX 多 开 1 @ 42.2\n", "2022-04-14 10:46:00+08:00 IO2204-P-4150.CFFEX 多 开 1 @ 21.4\n", "2022-04-14 10:46:00+08:00 IO2204-C-4150.CFFEX 空 平 1 @ 33.0\n", "2022-04-14 11:05:00+08:00 IO2204-P-4150.CFFEX 空 平 1 @ 16.0\n", "2022-04-14 11:05:00+08:00 IO2204-C-4150.CFFEX 多 开 1 @ 38.0\n", "2022-04-14 11:12:00+08:00 IO2204-P-4150.CFFEX 多 开 1 @ 17.2\n", "2022-04-14 11:12:00+08:00 IO2204-C-4150.CFFEX 空 平 1 @ 36.8\n", "2022-04-14 11:20:00+08:00 IO2204-P-4150.CFFEX 空 平 1 @ 11.6\n", "2022-04-14 11:20:00+08:00 IO2204-C-4200.CFFEX 多 开 1 @ 17.2\n", "2022-04-14 11:22:00+08:00 IO2204-P-4200.CFFEX 多 开 1 @ 39.0\n", "2022-04-14 11:22:00+08:00 IO2204-C-4200.CFFEX 空 平 1 @ 15.6\n", "2022-04-14 13:03:00+08:00 IO2204-P-4200.CFFEX 空 平 1 @ 35.0\n", "2022-04-14 13:03:00+08:00 IO2204-C-4200.CFFEX 多 开 1 @ 16.2\n", "2022-04-14 13:13:00+08:00 IO2204-P-4150.CFFEX 多 开 1 @ 15.0\n", "2022-04-14 13:13:00+08:00 IO2204-C-4200.CFFEX 空 平 1 @ 13.8\n", "2022-04-14 13:16:00+08:00 IO2204-P-4150.CFFEX 空 平 1 @ 13.4\n", "2022-04-14 13:16:00+08:00 IO2204-C-4200.CFFEX 多 开 1 @ 15.8\n", "2022-04-14 14:51:00+08:00 IO2204-P-4200.CFFEX 多 开 1 @ 21.8\n", "2022-04-14 14:51:00+08:00 IO2204-C-4200.CFFEX 空 平 1 @ 13.8\n", "2022-04-15 09:31:00+08:00 IO2204-P-4150.CFFEX 多 开 1 @ 7.2\n", "2022-04-15 09:31:00+08:00 IO2204-P-4200.CFFEX 空 平 1 @ 37.0\n", "2022-04-15 10:40:00+08:00 IO2204-P-4150.CFFEX 空 平 1 @ 2.0\n", "2022-04-15 10:40:00+08:00 IO2204-C-4200.CFFEX 多 开 1 @ 9.0\n", "2022-04-15 11:05:00+08:00 IO2204-P-4150.CFFEX 多 开 1 @ 3.0\n", "2022-04-15 11:05:00+08:00 IO2204-C-4200.CFFEX 空 平 1 @ 3.0\n", "2022-04-15 13:16:00+08:00 IO2204-P-4150.CFFEX 空 平 1 @ 0.4\n", "2022-04-15 13:16:00+08:00 IO2204-C-4200.CFFEX 多 开 1 @ 3.4\n", "2022-04-15 14:38:00+08:00 IO2204-P-4200.CFFEX 多 开 1 @ 6.6\n", "2022-04-15 14:38:00+08:00 IO2204-C-4200.CFFEX 空 平 1 @ 0.2\n", "2022-04-18 09:31:00+08:00 IO2205-P-4150.CFFEX 多 开 1 @ 110.0\n", "2022-04-18 10:51:00+08:00 IO2205-P-4150.CFFEX 空 平 1 @ 98.0\n", "2022-04-18 10:51:00+08:00 IO2205-C-4150.CFFEX 多 开 1 @ 102.4\n", "2022-04-18 11:09:00+08:00 IO2205-P-4150.CFFEX 多 开 1 @ 106.2\n", "2022-04-18 11:09:00+08:00 IO2205-C-4150.CFFEX 空 平 1 @ 95.4\n", "2022-04-18 13:00:00+08:00 IO2205-P-4150.CFFEX 空 平 1 @ 104.4\n", "2022-04-18 13:00:00+08:00 IO2205-C-4150.CFFEX 多 开 1 @ 96.6\n", "2022-04-18 13:22:00+08:00 IO2205-P-4150.CFFEX 多 开 1 @ 104.4\n", "2022-04-18 13:22:00+08:00 IO2205-C-4150.CFFEX 空 平 1 @ 100.0\n", "2022-04-18 13:32:00+08:00 IO2205-P-4150.CFFEX 空 平 1 @ 98.6\n", "2022-04-18 13:32:00+08:00 IO2205-C-4150.CFFEX 多 开 1 @ 102.8\n", "2022-04-18 14:35:00+08:00 IO2205-P-4150.CFFEX 多 开 1 @ 103.6\n", "2022-04-18 14:35:00+08:00 IO2205-C-4150.CFFEX 空 平 1 @ 98.0\n", "2022-04-18 14:50:00+08:00 IO2205-P-4150.CFFEX 空 平 1 @ 98.8\n", "2022-04-18 14:50:00+08:00 IO2205-C-4150.CFFEX 多 开 1 @ 102.8\n", "2022-04-19 10:07:00+08:00 IO2205-P-4150.CFFEX 多 开 1 @ 101.0\n", "2022-04-19 10:07:00+08:00 IO2205-C-4150.CFFEX 空 平 1 @ 102.0\n", "2022-04-19 14:59:00+08:00 IO2205-P-4150.CFFEX 空 平 1 @ 106.8\n", "2022-04-19 14:59:00+08:00 IO2205-C-4150.CFFEX 多 开 1 @ 91.0\n", "2022-04-20 09:39:00+08:00 IO2205-C-4150.CFFEX 空 平 1 @ 84.0\n", "2022-04-20 09:39:00+08:00 IO2205-P-4100.CFFEX 多 开 1 @ 100.0\n", "2022-04-20 11:06:00+08:00 IO2205-C-4100.CFFEX 多 开 1 @ 111.6\n", "2022-04-20 11:06:00+08:00 IO2205-P-4100.CFFEX 空 平 1 @ 94.2\n", "2022-04-20 13:25:00+08:00 IO2205-C-4100.CFFEX 空 平 1 @ 99.0\n", "2022-04-20 13:25:00+08:00 IO2205-P-4100.CFFEX 多 开 1 @ 106.8\n", "2022-04-21 09:31:00+08:00 IO2205-P-4050.CFFEX 多 开 1 @ 103.6\n", "2022-04-21 09:31:00+08:00 IO2205-P-4100.CFFEX 空 平 1 @ 127.0\n", "2022-04-21 10:01:00+08:00 IO2205-C-4050.CFFEX 多 开 1 @ 112.6\n", "2022-04-21 10:01:00+08:00 IO2205-P-4050.CFFEX 空 平 1 @ 98.0\n", "2022-04-21 10:04:00+08:00 IO2205-C-4050.CFFEX 空 平 1 @ 113.4\n", "2022-04-21 10:04:00+08:00 IO2205-P-4050.CFFEX 多 开 1 @ 98.4\n", "2022-04-21 13:24:00+08:00 IO2205-C-4050.CFFEX 多 开 1 @ 106.0\n", "2022-04-21 13:24:00+08:00 IO2205-P-4050.CFFEX 空 平 1 @ 105.6\n", "2022-04-21 13:36:00+08:00 IO2205-C-4050.CFFEX 空 平 1 @ 97.0\n", "2022-04-21 13:36:00+08:00 IO2205-P-4000.CFFEX 多 开 1 @ 99.6\n", "2022-04-22 10:10:00+08:00 IO2205-P-4000.CFFEX 空 平 1 @ 108.0\n", "2022-04-22 10:10:00+08:00 IO2205-C-4000.CFFEX 多 开 1 @ 116.0\n", "2022-04-22 11:05:00+08:00 IO2205-P-4000.CFFEX 多 开 1 @ 119.8\n", "2022-04-22 11:05:00+08:00 IO2205-C-4000.CFFEX 空 平 1 @ 109.8\n", "2022-04-22 11:16:00+08:00 IO2205-P-4000.CFFEX 空 平 1 @ 101.2\n", "2022-04-22 11:16:00+08:00 IO2205-C-4000.CFFEX 多 开 1 @ 119.0\n", "2022-04-22 14:36:00+08:00 IO2205-P-4000.CFFEX 多 开 1 @ 102.0\n", "2022-04-22 14:36:00+08:00 IO2205-C-4000.CFFEX 空 平 1 @ 113.0\n", "2022-04-25 09:31:00+08:00 IO2205-P-4000.CFFEX 空 平 1 @ 147.0\n", "2022-04-25 09:31:00+08:00 IO2205-P-3950.CFFEX 多 开 1 @ 120.8\n", "2022-04-25 11:22:00+08:00 IO2205-P-3950.CFFEX 空 平 1 @ 122.0\n", "2022-04-25 11:22:00+08:00 IO2205-C-3950.CFFEX 多 开 1 @ 112.6\n", "2022-04-25 13:07:00+08:00 IO2205-P-3950.CFFEX 多 开 1 @ 131.2\n", "2022-04-25 13:07:00+08:00 IO2205-C-3950.CFFEX 空 平 1 @ 107.4\n", "2022-04-26 09:31:00+08:00 IO2205-P-3950.CFFEX 空 平 1 @ 191.6\n", "2022-04-26 09:31:00+08:00 IO2205-P-3850.CFFEX 多 开 1 @ 134.6\n", "2022-04-26 10:35:00+08:00 IO2205-C-3850.CFFEX 多 开 1 @ 119.6\n", "2022-04-26 10:35:00+08:00 IO2205-P-3850.CFFEX 空 平 1 @ 109.2\n", "2022-04-26 13:31:00+08:00 IO2205-C-3850.CFFEX 空 平 1 @ 105.8\n", "2022-04-26 13:31:00+08:00 IO2205-P-3850.CFFEX 多 开 1 @ 113.4\n", "2022-04-27 09:31:00+08:00 IO2205-P-3800.CFFEX 多 开 1 @ 121.4\n", "2022-04-27 09:31:00+08:00 IO2205-P-3850.CFFEX 空 平 1 @ 149.8\n", "2022-04-27 09:53:00+08:00 IO2205-C-3800.CFFEX 多 开 1 @ 119.4\n", "2022-04-27 09:53:00+08:00 IO2205-P-3800.CFFEX 空 平 1 @ 115.4\n", "2022-04-27 10:03:00+08:00 IO2205-C-3800.CFFEX 空 平 1 @ 116.4\n", "2022-04-27 10:03:00+08:00 IO2205-P-3800.CFFEX 多 开 1 @ 122.2\n", "2022-04-27 10:55:00+08:00 IO2205-C-3800.CFFEX 多 开 1 @ 127.0\n", "2022-04-27 10:55:00+08:00 IO2205-P-3800.CFFEX 空 平 1 @ 105.2\n", "2022-04-28 09:31:00+08:00 IO2205-C-3800.CFFEX 空 平 1 @ 147.2\n", "2022-04-28 09:31:00+08:00 IO2205-C-3850.CFFEX 多 开 1 @ 117.0\n", "2022-04-28 13:06:00+08:00 IO2205-P-3900.CFFEX 多 开 1 @ 104.0\n", "2022-04-28 13:06:00+08:00 IO2205-C-3850.CFFEX 空 平 1 @ 116.0\n", "2022-04-28 14:16:00+08:00 IO2205-P-3900.CFFEX 空 平 1 @ 94.4\n", "2022-04-28 14:16:00+08:00 IO2205-C-3900.CFFEX 多 开 1 @ 92.8\n", "2022-04-29 09:31:00+08:00 IO2205-C-3950.CFFEX 多 开 1 @ 76.8\n", "2022-04-29 09:31:00+08:00 IO2205-C-3900.CFFEX 空 平 1 @ 105.0\n", "2022-04-29 10:29:00+08:00 IO2205-P-3900.CFFEX 多 开 1 @ 93.2\n", "2022-04-29 10:29:00+08:00 IO2205-C-3950.CFFEX 空 平 1 @ 65.0\n", "2022-04-29 13:01:00+08:00 IO2205-P-3900.CFFEX 空 平 1 @ 67.4\n", "2022-04-29 13:01:00+08:00 IO2205-C-3950.CFFEX 多 开 1 @ 86.0\n", "2022-05-05 09:31:00+08:00 IO2205-C-3950.CFFEX 空 平 1 @ 115.0\n", "2022-05-05 09:31:00+08:00 IO2205-C-4000.CFFEX 多 开 1 @ 85.0\n", "2022-05-05 09:56:00+08:00 IO2205-P-4000.CFFEX 多 开 1 @ 79.6\n", "2022-05-05 09:56:00+08:00 IO2205-C-4000.CFFEX 空 平 1 @ 73.0\n", "2022-05-05 10:09:00+08:00 IO2205-P-4000.CFFEX 空 平 1 @ 72.4\n", "2022-05-05 10:09:00+08:00 IO2205-C-4000.CFFEX 多 开 1 @ 80.6\n", "2022-05-05 10:35:00+08:00 IO2205-P-4000.CFFEX 多 开 1 @ 78.0\n", "2022-05-05 10:35:00+08:00 IO2205-C-4000.CFFEX 空 平 1 @ 72.8\n", "2022-05-05 10:56:00+08:00 IO2205-P-4000.CFFEX 空 平 1 @ 72.2\n", "2022-05-05 10:56:00+08:00 IO2205-C-4000.CFFEX 多 开 1 @ 80.2\n", "2022-05-05 13:25:00+08:00 IO2205-P-4000.CFFEX 多 开 1 @ 71.8\n", "2022-05-05 13:25:00+08:00 IO2205-C-4000.CFFEX 空 平 1 @ 78.6\n", "2022-05-05 13:29:00+08:00 IO2205-P-4000.CFFEX 空 平 1 @ 68.0\n", "2022-05-05 13:29:00+08:00 IO2205-C-4000.CFFEX 多 开 1 @ 82.2\n", "2022-05-05 14:02:00+08:00 IO2205-P-4000.CFFEX 多 开 1 @ 72.4\n", "2022-05-05 14:02:00+08:00 IO2205-C-4000.CFFEX 空 平 1 @ 75.4\n", "2022-05-06 09:31:00+08:00 IO2205-P-4000.CFFEX 空 平 1 @ 104.4\n", "2022-05-06 09:31:00+08:00 IO2205-P-3950.CFFEX 多 开 1 @ 75.6\n", "2022-05-09 09:31:00+08:00 IO2205-P-3950.CFFEX 空 平 1 @ 123.6\n", "2022-05-09 09:31:00+08:00 IO2205-P-3850.CFFEX 多 开 1 @ 70.0\n", "2022-05-09 14:54:00+08:00 IO2205-C-3850.CFFEX 多 开 1 @ 75.0\n", "2022-05-09 14:54:00+08:00 IO2205-P-3850.CFFEX 空 平 1 @ 66.6\n", "2022-05-10 09:31:00+08:00 IO2205-C-3800.CFFEX 多 开 1 @ 75.0\n", "2022-05-10 09:31:00+08:00 IO2205-C-3850.CFFEX 空 平 1 @ 52.0\n", "2022-05-10 09:33:00+08:00 IO2205-C-3800.CFFEX 空 平 1 @ 77.4\n", "2022-05-10 09:33:00+08:00 IO2205-P-3800.CFFEX 多 开 1 @ 75.0\n", "2022-05-10 10:09:00+08:00 IO2205-P-3800.CFFEX 空 平 1 @ 52.8\n", "2022-05-10 10:09:00+08:00 IO2205-C-3850.CFFEX 多 开 1 @ 68.8\n", "2022-05-11 09:31:00+08:00 IO2205-C-3850.CFFEX 空 平 1 @ 108.6\n", "2022-05-11 09:31:00+08:00 IO2205-C-3900.CFFEX 多 开 1 @ 77.0\n", "2022-05-11 14:21:00+08:00 IO2205-P-4000.CFFEX 多 开 1 @ 66.0\n", "2022-05-11 14:21:00+08:00 IO2205-C-3900.CFFEX 空 平 1 @ 121.4\n", "2022-05-12 09:31:00+08:00 IO2205-P-4000.CFFEX 空 平 1 @ 85.6\n", "2022-05-12 09:31:00+08:00 IO2205-P-3950.CFFEX 多 开 1 @ 58.2\n", "2022-05-12 13:05:00+08:00 IO2205-P-3950.CFFEX 空 平 1 @ 52.0\n", "2022-05-12 13:05:00+08:00 IO2205-C-3950.CFFEX 多 开 1 @ 69.4\n", "2022-05-12 13:21:00+08:00 IO2205-P-3950.CFFEX 多 开 1 @ 60.8\n", "2022-05-12 13:21:00+08:00 IO2205-C-3950.CFFEX 空 平 1 @ 58.6\n", "2022-05-12 14:40:00+08:00 IO2205-P-3950.CFFEX 空 平 1 @ 56.6\n", "2022-05-12 14:40:00+08:00 IO2205-C-3950.CFFEX 多 开 1 @ 58.8\n", "2022-05-13 09:31:00+08:00 IO2205-C-3950.CFFEX 空 平 1 @ 75.0\n", "2022-05-13 09:31:00+08:00 IO2205-C-4000.CFFEX 多 开 1 @ 47.8\n", "2022-05-13 10:46:00+08:00 IO2205-P-3950.CFFEX 多 开 1 @ 56.0\n", "2022-05-13 10:46:00+08:00 IO2205-C-4000.CFFEX 空 平 1 @ 33.8\n", "2022-05-13 13:50:00+08:00 IO2205-P-3950.CFFEX 空 平 1 @ 45.0\n", "2022-05-13 13:50:00+08:00 IO2205-C-3950.CFFEX 多 开 1 @ 62.0\n", "2022-05-16 09:31:00+08:00 IO2205-C-3950.CFFEX 空 平 1 @ 79.6\n", "2022-05-16 09:31:00+08:00 IO2205-C-4000.CFFEX 多 开 1 @ 49.0\n", "2022-05-16 10:07:00+08:00 IO2205-P-3950.CFFEX 多 开 1 @ 45.2\n", "2022-05-16 10:07:00+08:00 IO2205-C-4000.CFFEX 空 平 1 @ 33.6\n", "2022-05-16 13:51:00+08:00 IO2205-P-3950.CFFEX 空 平 1 @ 45.8\n", "2022-05-16 13:51:00+08:00 IO2205-C-3950.CFFEX 多 开 1 @ 47.4\n", "2022-05-16 14:07:00+08:00 IO2205-P-3950.CFFEX 多 开 1 @ 52.4\n", "2022-05-16 14:07:00+08:00 IO2205-C-3950.CFFEX 空 平 1 @ 40.6\n", "2022-05-17 09:37:00+08:00 IO2205-P-3950.CFFEX 空 平 1 @ 37.6\n", "2022-05-17 09:37:00+08:00 IO2205-C-3950.CFFEX 多 开 1 @ 48.6\n", "2022-05-18 09:31:00+08:00 IO2205-C-3950.CFFEX 空 平 1 @ 54.0\n", "2022-05-18 09:31:00+08:00 IO2205-C-4000.CFFEX 多 开 1 @ 27.6\n", "2022-05-18 09:40:00+08:00 IO2205-P-4000.CFFEX 多 开 1 @ 45.6\n", "2022-05-18 09:40:00+08:00 IO2205-C-4000.CFFEX 空 平 1 @ 28.0\n", "2022-05-18 13:09:00+08:00 IO2205-P-4000.CFFEX 空 平 1 @ 42.4\n", "2022-05-18 13:09:00+08:00 IO2205-C-4000.CFFEX 多 开 1 @ 22.0\n", "2022-05-18 14:53:00+08:00 IO2205-P-4000.CFFEX 多 开 1 @ 37.4\n", "2022-05-18 14:53:00+08:00 IO2205-C-4000.CFFEX 空 平 1 @ 21.0\n", "2022-05-19 09:31:00+08:00 IO2205-P-4000.CFFEX 空 平 1 @ 60.8\n", "2022-05-19 09:31:00+08:00 IO2205-P-3950.CFFEX 多 开 1 @ 29.6\n", "2022-05-19 11:13:00+08:00 IO2205-P-3950.CFFEX 空 平 1 @ 20.0\n", "2022-05-19 11:13:00+08:00 IO2205-C-3950.CFFEX 多 开 1 @ 32.0\n", "2022-05-20 09:31:00+08:00 IO2205-C-3950.CFFEX 空 平 1 @ 74.6\n", "2022-05-20 09:31:00+08:00 IO2205-C-4000.CFFEX 多 开 1 @ 31.0\n", "2022-05-20 11:20:00+08:00 IO2205-P-4050.CFFEX 多 开 1 @ 10.6\n", "2022-05-20 11:20:00+08:00 IO2205-C-4000.CFFEX 空 平 1 @ 45.4\n", "2022-05-20 13:01:00+08:00 IO2205-C-4050.CFFEX 多 开 1 @ 15.4\n", "2022-05-20 13:01:00+08:00 IO2205-P-4050.CFFEX 空 平 1 @ 3.2\n", "2022-05-23 09:31:00+08:00 IO2206-C-4050.CFFEX 多 开 1 @ 96.8\n", "2022-05-23 09:41:00+08:00 IO2206-P-4050.CFFEX 多 开 1 @ 97.8\n", "2022-05-23 09:41:00+08:00 IO2206-C-4050.CFFEX 空 平 1 @ 87.4\n", "2022-05-23 13:29:00+08:00 IO2206-P-4050.CFFEX 空 平 1 @ 105.4\n", "2022-05-23 13:29:00+08:00 IO2206-C-4000.CFFEX 多 开 1 @ 98.4\n", "2022-05-24 09:34:00+08:00 IO2206-C-4000.CFFEX 空 平 1 @ 84.6\n", "2022-05-24 09:34:00+08:00 IO2206-P-4000.CFFEX 多 开 1 @ 91.0\n", "2022-05-25 09:31:00+08:00 IO2206-P-3950.CFFEX 多 开 1 @ 82.0\n", "2022-05-25 09:31:00+08:00 IO2206-P-4000.CFFEX 空 平 1 @ 108.4\n", "2022-05-25 11:27:00+08:00 IO2206-P-3950.CFFEX 空 平 1 @ 86.0\n", "2022-05-25 11:27:00+08:00 IO2206-C-3950.CFFEX 多 开 1 @ 83.8\n", "2022-05-25 13:38:00+08:00 IO2206-P-3950.CFFEX 多 开 1 @ 87.2\n", "2022-05-25 13:38:00+08:00 IO2206-C-3950.CFFEX 空 平 1 @ 81.8\n", "2022-05-25 14:00:00+08:00 IO2206-P-3950.CFFEX 空 平 1 @ 84.0\n", "2022-05-25 14:00:00+08:00 IO2206-C-3950.CFFEX 多 开 1 @ 85.2\n", "2022-05-25 14:26:00+08:00 IO2206-P-3950.CFFEX 多 开 1 @ 88.6\n", "2022-05-25 14:26:00+08:00 IO2206-C-3950.CFFEX 空 平 1 @ 78.4\n", "2022-05-25 14:52:00+08:00 IO2206-P-3950.CFFEX 空 平 1 @ 80.6\n", "2022-05-25 14:52:00+08:00 IO2206-C-3950.CFFEX 多 开 1 @ 86.0\n", "2022-05-26 09:45:00+08:00 IO2206-P-3950.CFFEX 多 开 1 @ 92.2\n", "2022-05-26 09:45:00+08:00 IO2206-C-3950.CFFEX 空 平 1 @ 75.0\n", "2022-05-26 10:35:00+08:00 IO2206-P-3950.CFFEX 空 平 1 @ 75.0\n", "2022-05-26 10:35:00+08:00 IO2206-C-3950.CFFEX 多 开 1 @ 86.2\n", "2022-05-26 14:16:00+08:00 IO2206-P-3950.CFFEX 多 开 1 @ 68.4\n", "2022-05-26 14:16:00+08:00 IO2206-C-3950.CFFEX 空 平 1 @ 91.4\n", "2022-05-27 09:31:00+08:00 IO2206-P-3950.CFFEX 空 平 1 @ 52.0\n", "2022-05-27 09:31:00+08:00 IO2206-P-4000.CFFEX 多 开 1 @ 73.6\n", "2022-05-27 09:33:00+08:00 IO2206-C-4000.CFFEX 多 开 1 @ 85.6\n", "2022-05-27 09:33:00+08:00 IO2206-P-4000.CFFEX 空 平 1 @ 68.4\n", "2022-05-27 11:00:00+08:00 IO2206-C-4000.CFFEX 空 平 1 @ 79.8\n", "2022-05-27 11:00:00+08:00 IO2206-P-4000.CFFEX 多 开 1 @ 74.6\n", "2022-05-30 09:36:00+08:00 IO2206-C-4000.CFFEX 多 开 1 @ 79.6\n", "2022-05-30 09:36:00+08:00 IO2206-P-4000.CFFEX 空 平 1 @ 70.4\n", "2022-05-30 11:25:00+08:00 IO2206-C-4000.CFFEX 空 平 1 @ 78.0\n", "2022-05-30 11:25:00+08:00 IO2206-P-4000.CFFEX 多 开 1 @ 69.8\n", "2022-05-30 14:37:00+08:00 IO2206-C-4000.CFFEX 多 开 1 @ 76.8\n", "2022-05-30 14:37:00+08:00 IO2206-P-4000.CFFEX 空 平 1 @ 70.4\n", "2022-05-31 10:11:00+08:00 IO2206-C-4000.CFFEX 空 平 1 @ 75.4\n", "2022-05-31 10:11:00+08:00 IO2206-P-4000.CFFEX 多 开 1 @ 72.6\n", "2022-05-31 10:17:00+08:00 IO2206-C-4000.CFFEX 多 开 1 @ 81.0\n", "2022-05-31 10:17:00+08:00 IO2206-P-4000.CFFEX 空 平 1 @ 67.0\n", "2022-06-01 09:31:00+08:00 IO2206-C-4050.CFFEX 多 开 1 @ 81.8\n", "2022-06-01 09:31:00+08:00 IO2206-C-4000.CFFEX 空 平 1 @ 113.4\n", "2022-06-01 09:42:00+08:00 IO2206-P-4050.CFFEX 多 开 1 @ 69.0\n", "2022-06-01 09:42:00+08:00 IO2206-C-4050.CFFEX 空 平 1 @ 76.4\n", "2022-06-01 11:26:00+08:00 IO2206-P-4050.CFFEX 空 平 1 @ 63.4\n", "2022-06-01 11:26:00+08:00 IO2206-C-4050.CFFEX 多 开 1 @ 84.2\n", "2022-06-01 13:29:00+08:00 IO2206-P-4050.CFFEX 多 开 1 @ 65.8\n", "2022-06-01 13:29:00+08:00 IO2206-C-4050.CFFEX 空 平 1 @ 78.8\n", "2022-06-01 14:49:00+08:00 IO2206-P-4050.CFFEX 空 平 1 @ 64.2\n", "2022-06-01 14:49:00+08:00 IO2206-C-4050.CFFEX 多 开 1 @ 73.0\n", "2022-06-02 09:38:00+08:00 IO2206-P-4050.CFFEX 多 开 1 @ 71.0\n", "2022-06-02 09:38:00+08:00 IO2206-C-4050.CFFEX 空 平 1 @ 67.0\n", "2022-06-02 10:26:00+08:00 IO2206-P-4050.CFFEX 空 平 1 @ 66.4\n", "2022-06-02 10:26:00+08:00 IO2206-C-4050.CFFEX 多 开 1 @ 72.8\n", "2022-06-02 11:06:00+08:00 IO2206-P-4050.CFFEX 多 开 1 @ 68.8\n", "2022-06-02 11:06:00+08:00 IO2206-C-4050.CFFEX 空 平 1 @ 68.8\n", "2022-06-02 11:25:00+08:00 IO2206-P-4050.CFFEX 空 平 1 @ 68.6\n", "2022-06-02 11:25:00+08:00 IO2206-C-4050.CFFEX 多 开 1 @ 69.6\n", "2022-06-06 09:40:00+08:00 IO2206-P-4050.CFFEX 多 开 1 @ 65.0\n", "2022-06-06 09:40:00+08:00 IO2206-C-4050.CFFEX 空 平 1 @ 60.0\n", "2022-06-06 10:00:00+08:00 IO2206-P-4050.CFFEX 空 平 1 @ 54.8\n", "2022-06-06 10:00:00+08:00 IO2206-C-4050.CFFEX 多 开 1 @ 71.8\n", "2022-06-07 09:31:00+08:00 IO2206-C-4050.CFFEX 空 平 1 @ 116.0\n", "2022-06-07 09:31:00+08:00 IO2206-C-4150.CFFEX 多 开 1 @ 55.2\n", "2022-06-07 10:51:00+08:00 IO2206-P-4150.CFFEX 多 开 1 @ 61.6\n", "2022-06-07 10:51:00+08:00 IO2206-C-4150.CFFEX 空 平 1 @ 66.6\n", "2022-06-07 10:55:00+08:00 IO2206-P-4150.CFFEX 空 平 1 @ 61.8\n", "2022-06-07 10:55:00+08:00 IO2206-C-4150.CFFEX 多 开 1 @ 66.4\n", "2022-06-07 13:25:00+08:00 IO2206-P-4150.CFFEX 多 开 1 @ 62.2\n", "2022-06-07 13:25:00+08:00 IO2206-C-4150.CFFEX 空 平 1 @ 60.8\n", "2022-06-07 14:29:00+08:00 IO2206-P-4150.CFFEX 空 平 1 @ 55.0\n", "2022-06-07 14:29:00+08:00 IO2206-C-4150.CFFEX 多 开 1 @ 66.6\n", "2022-06-07 14:56:00+08:00 IO2206-P-4150.CFFEX 多 开 1 @ 59.6\n", "2022-06-07 14:56:00+08:00 IO2206-C-4150.CFFEX 空 平 1 @ 63.4\n", "2022-06-08 09:33:00+08:00 IO2206-P-4150.CFFEX 空 平 1 @ 52.8\n", "2022-06-08 09:33:00+08:00 IO2206-C-4150.CFFEX 多 开 1 @ 72.2\n", "2022-06-08 11:14:00+08:00 IO2206-P-4150.CFFEX 多 开 1 @ 54.0\n", "2022-06-08 11:14:00+08:00 IO2206-C-4150.CFFEX 空 平 1 @ 64.0\n", "2022-06-08 14:05:00+08:00 IO2206-P-4150.CFFEX 空 平 1 @ 51.0\n", "2022-06-08 14:05:00+08:00 IO2206-C-4150.CFFEX 多 开 1 @ 68.8\n", "2022-06-09 09:31:00+08:00 IO2206-C-4150.CFFEX 空 平 1 @ 86.0\n", "2022-06-09 09:31:00+08:00 IO2206-C-4200.CFFEX 多 开 1 @ 58.0\n", "2022-06-09 10:25:00+08:00 IO2206-P-4200.CFFEX 多 开 1 @ 70.2\n", "2022-06-09 10:25:00+08:00 IO2206-C-4200.CFFEX 空 平 1 @ 46.0\n", "2022-06-09 14:58:00+08:00 IO2206-P-4200.CFFEX 空 平 1 @ 71.4\n", "2022-06-09 14:58:00+08:00 IO2206-C-4150.CFFEX 多 开 1 @ 60.4\n", "2022-06-10 09:31:00+08:00 IO2206-P-4150.CFFEX 多 开 1 @ 53.0\n", "2022-06-10 09:31:00+08:00 IO2206-C-4150.CFFEX 空 平 1 @ 50.4\n", "2022-06-10 10:33:00+08:00 IO2206-P-4150.CFFEX 空 平 1 @ 42.0\n", "2022-06-10 10:33:00+08:00 IO2206-C-4150.CFFEX 多 开 1 @ 61.2\n", "2022-06-13 09:31:00+08:00 IO2206-C-4150.CFFEX 空 平 1 @ 79.4\n", "2022-06-13 09:31:00+08:00 IO2206-C-4200.CFFEX 多 开 1 @ 49.4\n", "2022-06-13 09:41:00+08:00 IO2206-P-4200.CFFEX 多 开 1 @ 54.0\n", "2022-06-13 09:41:00+08:00 IO2206-C-4200.CFFEX 空 平 1 @ 39.4\n", "2022-06-13 14:42:00+08:00 IO2206-P-4200.CFFEX 空 平 1 @ 53.8\n", "2022-06-13 14:42:00+08:00 IO2206-C-4200.CFFEX 多 开 1 @ 32.2\n", "2022-06-14 09:31:00+08:00 IO2206-C-4150.CFFEX 多 开 1 @ 42.8\n", "2022-06-14 09:31:00+08:00 IO2206-C-4200.CFFEX 空 平 1 @ 22.8\n", "2022-06-14 09:42:00+08:00 IO2206-P-4150.CFFEX 多 开 1 @ 42.6\n", "2022-06-14 09:42:00+08:00 IO2206-C-4150.CFFEX 空 平 1 @ 44.6\n", "2022-06-14 13:43:00+08:00 IO2206-P-4150.CFFEX 空 平 1 @ 47.0\n", "2022-06-14 13:43:00+08:00 IO2206-C-4150.CFFEX 多 开 1 @ 33.8\n", "2022-06-15 09:31:00+08:00 IO2206-C-4150.CFFEX 空 平 1 @ 104.2\n", "2022-06-15 09:31:00+08:00 IO2206-C-4250.CFFEX 多 开 1 @ 37.0\n", "2022-06-15 14:34:00+08:00 IO2206-C-4250.CFFEX 空 平 1 @ 85.6\n", "2022-06-15 14:34:00+08:00 IO2206-P-4300.CFFEX 多 开 1 @ 28.4\n", "2022-06-16 10:59:00+08:00 IO2206-P-4300.CFFEX 空 平 1 @ 32.6\n", "2022-06-16 10:59:00+08:00 IO2206-C-4350.CFFEX 多 开 1 @ 13.2\n", "2022-06-16 13:15:00+08:00 IO2206-P-4300.CFFEX 多 开 1 @ 38.8\n", "2022-06-16 13:15:00+08:00 IO2206-C-4350.CFFEX 空 平 1 @ 6.6\n", "2022-06-17 09:31:00+08:00 IO2206-P-4250.CFFEX 多 开 1 @ 28.0\n", "2022-06-17 09:31:00+08:00 IO2206-P-4300.CFFEX 空 平 1 @ 67.6\n", "2022-06-17 09:57:00+08:00 IO2206-P-4250.CFFEX 空 平 1 @ 10.4\n", "2022-06-17 09:57:00+08:00 IO2206-C-4300.CFFEX 多 开 1 @ 10.0\n", "2022-06-17 10:54:00+08:00 IO2206-P-4250.CFFEX 多 开 1 @ 13.4\n", "2022-06-17 10:54:00+08:00 IO2206-C-4300.CFFEX 空 平 1 @ 1.8\n", "2022-06-17 13:05:00+08:00 IO2206-P-4250.CFFEX 空 平 1 @ 2.4\n", "2022-06-17 13:05:00+08:00 IO2206-C-4300.CFFEX 多 开 1 @ 3.2\n", "2022-06-20 09:31:00+08:00 IO2207-C-4300.CFFEX 多 开 1 @ 95.6\n", "2022-06-20 10:05:00+08:00 IO2207-P-4250.CFFEX 多 开 1 @ 97.8\n", "2022-06-20 10:05:00+08:00 IO2207-C-4300.CFFEX 空 平 1 @ 82.0\n", "2022-06-20 10:42:00+08:00 IO2207-P-4250.CFFEX 空 平 1 @ 84.6\n", "2022-06-20 10:42:00+08:00 IO2207-C-4300.CFFEX 多 开 1 @ 97.8\n", "2022-06-20 13:27:00+08:00 IO2207-P-4300.CFFEX 多 开 1 @ 103.8\n", "2022-06-20 13:27:00+08:00 IO2207-C-4300.CFFEX 空 平 1 @ 97.6\n", "2022-06-20 13:40:00+08:00 IO2207-P-4300.CFFEX 空 平 1 @ 99.6\n", "2022-06-20 13:40:00+08:00 IO2207-C-4300.CFFEX 多 开 1 @ 99.6\n", "2022-06-20 14:10:00+08:00 IO2207-P-4300.CFFEX 多 开 1 @ 102.6\n", "2022-06-20 14:10:00+08:00 IO2207-C-4300.CFFEX 空 平 1 @ 93.2\n", "2022-06-21 09:57:00+08:00 IO2207-P-4300.CFFEX 空 平 1 @ 95.4\n", "2022-06-21 09:57:00+08:00 IO2207-C-4300.CFFEX 多 开 1 @ 107.0\n", "2022-06-21 10:35:00+08:00 IO2207-P-4300.CFFEX 多 开 1 @ 97.8\n", "2022-06-21 10:35:00+08:00 IO2207-C-4300.CFFEX 空 平 1 @ 101.4\n", "2022-06-21 11:19:00+08:00 IO2207-P-4300.CFFEX 空 平 1 @ 93.6\n", "2022-06-21 11:19:00+08:00 IO2207-C-4300.CFFEX 多 开 1 @ 103.0\n", "2022-06-21 13:24:00+08:00 IO2207-P-4300.CFFEX 多 开 1 @ 102.8\n", "2022-06-21 13:24:00+08:00 IO2207-C-4300.CFFEX 空 平 1 @ 90.0\n", "2022-06-21 14:48:00+08:00 IO2207-P-4300.CFFEX 空 平 1 @ 95.6\n", "2022-06-21 14:48:00+08:00 IO2207-C-4300.CFFEX 多 开 1 @ 92.6\n", "2022-06-22 09:46:00+08:00 IO2207-P-4300.CFFEX 多 开 1 @ 105.4\n", "2022-06-22 09:46:00+08:00 IO2207-C-4300.CFFEX 空 平 1 @ 82.6\n", "2022-06-22 10:12:00+08:00 IO2207-P-4300.CFFEX 空 平 1 @ 102.8\n", "2022-06-22 10:12:00+08:00 IO2207-C-4300.CFFEX 多 开 1 @ 86.2\n", "2022-06-22 10:22:00+08:00 IO2207-P-4250.CFFEX 多 开 1 @ 83.8\n", "2022-06-22 10:22:00+08:00 IO2207-C-4300.CFFEX 空 平 1 @ 79.8\n", "2022-06-22 13:22:00+08:00 IO2207-C-4250.CFFEX 多 开 1 @ 102.8\n", "2022-06-22 13:22:00+08:00 IO2207-P-4250.CFFEX 空 平 1 @ 80.6\n", "2022-06-22 13:54:00+08:00 IO2207-C-4250.CFFEX 空 平 1 @ 95.0\n", "2022-06-22 13:54:00+08:00 IO2207-P-4250.CFFEX 多 开 1 @ 84.4\n", "2022-06-23 09:46:00+08:00 IO2207-C-4250.CFFEX 多 开 1 @ 94.8\n", "2022-06-23 09:46:00+08:00 IO2207-P-4250.CFFEX 空 平 1 @ 80.0\n", "2022-06-23 10:29:00+08:00 IO2207-C-4250.CFFEX 空 平 1 @ 81.6\n", "2022-06-23 10:29:00+08:00 IO2207-P-4250.CFFEX 多 开 1 @ 89.4\n", "2022-06-23 10:44:00+08:00 IO2207-C-4250.CFFEX 多 开 1 @ 90.6\n", "2022-06-23 10:44:00+08:00 IO2207-P-4250.CFFEX 空 平 1 @ 82.2\n", "2022-06-24 09:31:00+08:00 IO2207-C-4350.CFFEX 多 开 1 @ 78.2\n", "2022-06-24 09:31:00+08:00 IO2207-C-4250.CFFEX 空 平 1 @ 130.8\n", "2022-06-24 13:29:00+08:00 IO2207-C-4350.CFFEX 空 平 1 @ 77.4\n", "2022-06-24 13:29:00+08:00 IO2207-P-4350.CFFEX 多 开 1 @ 93.8\n", "2022-06-24 13:52:00+08:00 IO2207-C-4350.CFFEX 多 开 1 @ 90.8\n", "2022-06-24 13:52:00+08:00 IO2207-P-4350.CFFEX 空 平 1 @ 80.8\n", "2022-06-27 09:31:00+08:00 IO2207-C-4350.CFFEX 空 平 1 @ 105.6\n", "2022-06-27 09:31:00+08:00 IO2207-C-4400.CFFEX 多 开 1 @ 79.8\n", "2022-06-27 13:17:00+08:00 IO2207-C-4400.CFFEX 空 平 1 @ 89.4\n", "2022-06-27 13:17:00+08:00 IO2207-P-4400.CFFEX 多 开 1 @ 78.6\n", "2022-06-27 14:42:00+08:00 IO2207-C-4400.CFFEX 多 开 1 @ 94.8\n", "2022-06-27 14:42:00+08:00 IO2207-P-4400.CFFEX 空 平 1 @ 74.2\n", "2022-06-27 14:57:00+08:00 IO2207-C-4400.CFFEX 空 平 1 @ 85.0\n", "2022-06-27 14:57:00+08:00 IO2207-P-4400.CFFEX 多 开 1 @ 77.0\n", "2022-06-28 10:56:00+08:00 IO2207-C-4400.CFFEX 多 开 1 @ 91.2\n", "2022-06-28 10:56:00+08:00 IO2207-P-4400.CFFEX 空 平 1 @ 75.4\n", "2022-06-29 09:31:00+08:00 IO2207-C-4400.CFFEX 空 平 1 @ 115.6\n", "2022-06-29 09:31:00+08:00 IO2207-C-4450.CFFEX 多 开 1 @ 86.6\n", "2022-06-29 10:20:00+08:00 IO2207-C-4450.CFFEX 空 平 1 @ 77.4\n", "2022-06-29 10:20:00+08:00 IO2207-P-4450.CFFEX 多 开 1 @ 86.8\n", "2022-06-29 10:49:00+08:00 IO2207-C-4450.CFFEX 多 开 1 @ 91.8\n", "2022-06-29 10:49:00+08:00 IO2207-P-4450.CFFEX 空 平 1 @ 75.8\n", "2022-06-29 11:01:00+08:00 IO2207-C-4450.CFFEX 空 平 1 @ 82.2\n", "2022-06-29 11:01:00+08:00 IO2207-P-4450.CFFEX 多 开 1 @ 84.4\n" ] } ], "source": [ "# 打印逐笔成交\n", "for trade in engine.all_trades.values():\n", " print(trade.datetime, trade.vt_symbol, trade.direction.value, trade.offset.value, trade.volume, \"@\", trade.price)" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "79.0\n", "56.4\n", "36.0\n", "29.2\n", "32.4\n", "19.6\n", "28.2\n", "9.0\n", "3.8\n", "2.8\n", "3.2\n", "1.6\n", "1.8\n", "0.2\n", "0.2\n", "0.2\n", "0.2\n", "0.2\n", "0.2\n", "0.2\n", "0.2\n", "0.2\n", "0.2\n", "0.2\n", "0.2\n", "0.2\n", "0.2\n", "0.2\n", "0.2\n", "0.2\n", "0.2\n", "0.2\n", "0.2\n", "0.2\n", "0.2\n", "0.2\n", "0.2\n", "0.2\n", "0.2\n", "0.2\n", "0.2\n", "0.2\n", "0.2\n", "0.2\n", "0.2\n", "0.2\n", "0.2\n", "0.2\n", "0.2\n", "0.2\n", "0.2\n", "0.2\n", "0.2\n", "0.2\n", "0.2\n", "0.2\n", "0.2\n", "0.2\n", "0.2\n", "0.2\n", "0.2\n", "0.2\n", "0.2\n", "0.2\n", "0.2\n", "0.2\n", "0.2\n", "0.2\n", "0.2\n", "0.2\n", "0.2\n", "0.2\n", "0.2\n", "0.2\n", "0.2\n", "0.2\n", "0.2\n", "0.2\n", "0.2\n", "0.2\n", "0.2\n", "0.2\n", "0.2\n", "0.2\n", "0.2\n", "0.2\n", "0.2\n", "0.2\n", "0.2\n", "0.2\n", "0.2\n", "0.2\n", "0.2\n", "0.2\n", "0.2\n", "0.2\n", "0.2\n", "0.2\n", "0.2\n", "0.2\n", "0.2\n", "0.2\n", "0.2\n", "0.2\n", "0.2\n", "0.2\n", "0.2\n", "0.2\n", "0.2\n", "0.2\n", "0.2\n", "0.2\n", "0.2\n", "0.2\n", "0.2\n", "0.2\n" ] } ], "source": [ "for result in engine.daily_results.values():\n", " print(result.today_close_data[\"IO2201-C-4900.CFFEX\"])" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "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": "3.10.9" }, "vscode": { "interpreter": { "hash": "1b43cb0bd93d5abbadd54afed8252f711d4681fe6223ad6b67ffaee289648f85" } } }, "nbformat": 4, "nbformat_minor": 4 }