{ "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 bull_bear_strategy import BullBearStrategy" ] }, { "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(2021, 1, 1),\n", " end=datetime(2022, 12, 31),\n", " rate=0,\n", " slippage=0.6 + (16 / 100),\n", ")\n", "\n", "\n", "setting = {\n", " \"fast_window\": 10,\n", " \"slow_window\": 100,\n", "}\n", "engine.add_strategy(BullBearStrategy, setting)" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "tags": [] }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "100%|██████████| 729/729 [39:02<00:00, 3.21s/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": [ "2024-02-23 13:41:01.813185\t开始计算逐日盯市盈亏\n", "2024-02-23 13:41:01.818105\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
2021-01-04214020.00.0152.01340.00.01340.01188.0
2021-01-0500.00.00.00.04240.04240.04240.0
2021-01-0600.00.00.00.01400.01400.01400.0
2021-01-0700.00.00.00.02220.02220.02220.0
2021-01-0800.00.00.00.0-200.0-200.0-200.0
...........................
2022-12-2600.00.00.00.0-320.0-320.0-320.0
2022-12-2700.00.00.00.0-620.0-620.0-620.0
2022-12-2800.00.00.00.0440.0440.0440.0
2022-12-2900.00.00.00.0360.0360.0360.0
2022-12-3000.00.00.00.0-400.0-400.0-400.0
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485 rows × 8 columns

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" ], "text/plain": [ " trade_count turnover commission slippage trading_pnl \\\n", "date \n", "2021-01-04 2 14020.0 0.0 152.0 1340.0 \n", "2021-01-05 0 0.0 0.0 0.0 0.0 \n", "2021-01-06 0 0.0 0.0 0.0 0.0 \n", "2021-01-07 0 0.0 0.0 0.0 0.0 \n", "2021-01-08 0 0.0 0.0 0.0 0.0 \n", "... ... ... ... ... ... \n", "2022-12-26 0 0.0 0.0 0.0 0.0 \n", "2022-12-27 0 0.0 0.0 0.0 0.0 \n", "2022-12-28 0 0.0 0.0 0.0 0.0 \n", "2022-12-29 0 0.0 0.0 0.0 0.0 \n", "2022-12-30 0 0.0 0.0 0.0 0.0 \n", "\n", " holding_pnl total_pnl net_pnl \n", "date \n", "2021-01-04 0.0 1340.0 1188.0 \n", "2021-01-05 4240.0 4240.0 4240.0 \n", "2021-01-06 1400.0 1400.0 1400.0 \n", "2021-01-07 2220.0 2220.0 2220.0 \n", "2021-01-08 -200.0 -200.0 -200.0 \n", "... ... ... ... \n", "2022-12-26 -320.0 -320.0 -320.0 \n", "2022-12-27 -620.0 -620.0 -620.0 \n", "2022-12-28 440.0 440.0 440.0 \n", "2022-12-29 360.0 360.0 360.0 \n", "2022-12-30 -400.0 -400.0 -400.0 \n", "\n", "[485 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": [ "2024-02-23 13:41:01.930924\t开始计算策略统计指标\n", "2024-02-23 13:41:01.974903\t------------------------------\n", "2024-02-23 13:41:01.975981\t首个交易日:\t2021-01-04 00:00:00\n", "2024-02-23 13:41:01.975981\t最后交易日:\t2022-12-30 00:00:00\n", "2024-02-23 13:41:01.975981\t总交易日:\t485\n", "2024-02-23 13:41:01.975981\t盈利交易日:\t190\n", "2024-02-23 13:41:01.975981\t亏损交易日:\t192\n", "2024-02-23 13:41:01.975981\t起始资金:\t1,000,000.00\n", "2024-02-23 13:41:01.975981\t结束资金:\t1,022,780.00\n", "2024-02-23 13:41:01.975981\t总收益率:\t2.28%\n", "2024-02-23 13:41:01.975981\t年化收益:\t1.13%\n", "2024-02-23 13:41:01.975981\t最大回撤: \t-31,400.00\n", "2024-02-23 13:41:01.975981\t最大回撤%: \t-3.03%\n", "2024-02-23 13:41:01.975981\t总盈亏:\t22,780.00\n", "2024-02-23 13:41:01.975981\t总手续费:\t0.00\n", "2024-02-23 13:41:01.975981\t总滑点:\t15,200.00\n", "2024-02-23 13:41:01.975981\t总成交金额:\t964,700.00\n", "2024-02-23 13:41:01.975981\t总成交笔数:\t200\n", "2024-02-23 13:41:01.975981\t日均盈亏:\t46.97\n", "2024-02-23 13:41:01.975981\t日均手续费:\t0.00\n", "2024-02-23 13:41:01.975981\t日均滑点:\t31.34\n", "2024-02-23 13:41:01.975981\t日均成交金额:\t1,989.07\n", "2024-02-23 13:41:01.975981\t日均成交笔数:\t0.41237113402061853\n", "2024-02-23 13:41:01.975981\t日均收益率:\t0.00%\n", "2024-02-23 13:41:01.975981\t收益标准差:\t0.14%\n", "2024-02-23 13:41:01.975981\tSharpe Ratio:\t0.48\n", "2024-02-23 13:41:01.975981\t收益回撤比:\t0.73\n", "2024-02-23 13:41:01.977066\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": { "application/vnd.plotly.v1+json": { "config": { "plotlyServerURL": "https://plot.ly" }, "data": [ { "mode": "lines", 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# 显示资金图表\n", "engine.show_chart()" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "2021-01-04 09:31:00+08:00 IO2101-C-5400.CFFEX 空 开 1 @ 34.4\n", "2021-01-04 09:31:00+08:00 IO2101-C-5200.CFFEX 多 开 1 @ 105.8\n", "2021-01-20 14:30:00+08:00 IO2102-P-5500.CFFEX 多 开 1 @ 149.0\n", "2021-01-20 14:30:00+08:00 IO2102-P-5300.CFFEX 空 开 1 @ 65.8\n", "2021-01-21 10:00:00+08:00 IO2102-C-5500.CFFEX 多 开 1 @ 149.8\n", "2021-01-21 10:00:00+08:00 IO2102-P-5500.CFFEX 空 平 1 @ 130.8\n", "2021-01-21 10:00:00+08:00 IO2102-P-5300.CFFEX 多 平 1 @ 56.6\n", "2021-01-21 10:00:00+08:00 IO2102-C-5700.CFFEX 空 开 1 @ 71.8\n", "2021-01-27 10:30:00+08:00 IO2102-C-5500.CFFEX 空 平 1 @ 120.2\n", "2021-01-27 10:30:00+08:00 IO2102-P-5500.CFFEX 多 开 1 @ 127.4\n", "2021-01-27 10:30:00+08:00 IO2102-P-5300.CFFEX 空 开 1 @ 47.8\n", "2021-01-27 10:30:00+08:00 IO2102-C-5700.CFFEX 多 平 1 @ 51.6\n", "2021-02-05 14:00:00+08:00 IO2102-C-5500.CFFEX 多 开 1 @ 98.0\n", "2021-02-05 14:00:00+08:00 IO2102-P-5500.CFFEX 空 平 1 @ 75.4\n", "2021-02-05 14:00:00+08:00 IO2102-P-5300.CFFEX 多 平 1 @ 22.6\n", "2021-02-05 14:00:00+08:00 IO2102-C-5700.CFFEX 空 开 1 @ 23.6\n", "2021-02-24 11:00:00+08:00 IO2103-P-5500.CFFEX 多 开 1 @ 125.2\n", "2021-02-24 11:00:00+08:00 IO2103-P-5300.CFFEX 空 开 1 @ 50.8\n", "2021-03-29 13:00:00+08:00 IO2104-C-5200.CFFEX 空 开 1 @ 37.4\n", "2021-03-29 13:00:00+08:00 IO2104-C-5000.CFFEX 多 开 1 @ 113.6\n", "2021-04-12 09:30:00+08:00 IO2104-C-5200.CFFEX 多 平 1 @ 5.0\n", "2021-04-12 09:30:00+08:00 IO2104-P-5000.CFFEX 多 开 1 @ 35.0\n", "2021-04-12 09:30:00+08:00 IO2104-P-4900.CFFEX 空 开 1 @ 11.0\n", "2021-04-12 09:30:00+08:00 IO2104-C-5000.CFFEX 空 平 1 @ 59.0\n", "2021-04-19 14:30:00+08:00 IO2105-C-5300.CFFEX 空 开 1 @ 40.4\n", "2021-04-19 14:30:00+08:00 IO2105-C-5100.CFFEX 多 开 1 @ 106.6\n", "2021-05-07 10:30:00+08:00 IO2105-P-4950.CFFEX 空 开 1 @ 27.2\n", "2021-05-07 10:30:00+08:00 IO2105-C-5300.CFFEX 多 平 1 @ 14.2\n", "2021-05-07 10:30:00+08:00 IO2105-P-5100.CFFEX 多 开 1 @ 89.0\n", "2021-05-07 10:30:00+08:00 IO2105-C-5100.CFFEX 空 平 1 @ 61.4\n", "2021-05-17 09:30:00+08:00 IO2105-P-4950.CFFEX 多 平 1 @ 5.4\n", "2021-05-17 09:30:00+08:00 IO2105-C-5300.CFFEX 空 开 1 @ 10.0\n", "2021-05-17 09:30:00+08:00 IO2105-P-5100.CFFEX 空 平 1 @ 42.2\n", "2021-05-17 09:30:00+08:00 IO2105-C-5100.CFFEX 多 开 1 @ 63.4\n", "2021-06-07 14:00:00+08:00 IO2106-P-5100.CFFEX 空 开 1 @ 21.6\n", "2021-06-07 14:00:00+08:00 IO2106-P-5300.CFFEX 多 开 1 @ 105.6\n", "2021-06-25 11:00:00+08:00 IO2107-C-5200.CFFEX 多 开 1 @ 79.0\n", "2021-06-25 11:00:00+08:00 IO2107-C-5400.CFFEX 空 开 1 @ 24.0\n", "2021-07-02 14:00:00+08:00 IO2107-P-5100.CFFEX 多 开 1 @ 93.0\n", "2021-07-02 14:00:00+08:00 IO2107-P-4950.CFFEX 空 开 1 @ 30.6\n", "2021-07-02 14:00:00+08:00 IO2107-C-5200.CFFEX 空 平 1 @ 28.6\n", "2021-07-02 14:00:00+08:00 IO2107-C-5400.CFFEX 多 平 1 @ 6.0\n", "2021-07-16 10:30:00+08:00 IO2107-P-5100.CFFEX 空 平 1 @ 5.8\n", "2021-07-16 10:30:00+08:00 IO2107-C-5100.CFFEX 多 开 1 @ 28.0\n", "2021-07-16 10:30:00+08:00 IO2107-C-5300.CFFEX 空 开 1 @ 0.2\n", "2021-07-16 11:22:00+08:00 IO2107-P-4950.CFFEX 多 平 1 @ 0.2\n", "2021-07-19 10:30:00+08:00 IO2108-P-5000.CFFEX 多 开 1 @ 89.4\n", "2021-07-19 10:30:00+08:00 IO2108-P-4900.CFFEX 空 开 1 @ 50.8\n", "2021-07-20 14:30:00+08:00 IO2108-C-5300.CFFEX 空 开 1 @ 36.2\n", "2021-07-20 14:30:00+08:00 IO2108-P-5000.CFFEX 空 平 1 @ 62.0\n", "2021-07-20 14:30:00+08:00 IO2108-C-5100.CFFEX 多 开 1 @ 107.4\n", "2021-07-20 14:30:00+08:00 IO2108-P-4900.CFFEX 多 平 1 @ 33.8\n", "2021-07-23 14:30:00+08:00 IO2108-P-4950.CFFEX 空 开 1 @ 46.8\n", "2021-07-23 14:30:00+08:00 IO2108-C-5300.CFFEX 多 平 1 @ 23.6\n", "2021-07-23 14:30:00+08:00 IO2108-C-5100.CFFEX 空 平 1 @ 80.2\n", "2021-07-23 14:30:00+08:00 IO2108-P-5100.CFFEX 多 开 1 @ 110.4\n", "2021-08-09 13:30:00+08:00 IO2108-P-4950.CFFEX 多 平 1 @ 58.0\n", "2021-08-09 13:30:00+08:00 IO2108-C-5100.CFFEX 空 开 1 @ 18.8\n", "2021-08-09 13:30:00+08:00 IO2108-P-5100.CFFEX 空 平 1 @ 155.8\n", "2021-08-09 13:30:00+08:00 IO2108-C-4950.CFFEX 多 开 1 @ 70.2\n", "2021-08-17 14:30:00+08:00 IO2108-P-4850.CFFEX 多 开 1 @ 46.4\n", "2021-08-17 14:30:00+08:00 IO2108-C-5100.CFFEX 多 平 1 @ 1.2\n", "2021-08-17 14:30:00+08:00 IO2108-P-4750.CFFEX 空 开 1 @ 12.4\n", "2021-08-17 14:30:00+08:00 IO2108-C-4950.CFFEX 空 平 1 @ 6.8\n", "2021-09-02 09:30:00+08:00 IO2109-C-4950.CFFEX 空 开 1 @ 42.4\n", "2021-09-02 09:30:00+08:00 IO2109-C-4850.CFFEX 多 开 1 @ 82.8\n", "2021-09-15 14:00:00+08:00 IO2109-P-4850.CFFEX 多 开 1 @ 24.0\n", "2021-09-15 14:00:00+08:00 IO2109-P-4750.CFFEX 空 开 1 @ 3.2\n", "2021-09-15 14:00:00+08:00 IO2109-C-4950.CFFEX 多 平 1 @ 6.0\n", "2021-09-15 14:00:00+08:00 IO2109-C-4850.CFFEX 空 平 1 @ 39.0\n", "2021-10-08 10:30:00+08:00 IO2110-C-4900.CFFEX 多 开 1 @ 63.6\n", "2021-10-08 10:30:00+08:00 IO2110-C-5000.CFFEX 空 开 1 @ 22.2\n", "2021-10-18 14:00:00+08:00 IO2111-P-4850.CFFEX 多 开 1 @ 108.4\n", "2021-10-18 14:00:00+08:00 IO2111-P-4750.CFFEX 空 开 1 @ 65.0\n", "2021-10-20 09:30:00+08:00 IO2111-C-5000.CFFEX 空 开 1 @ 59.8\n", "2021-10-20 09:30:00+08:00 IO2111-P-4750.CFFEX 多 平 1 @ 37.2\n", "2021-10-20 09:31:00+08:00 IO2111-P-4850.CFFEX 空 平 1 @ 59.0\n", "2021-10-20 09:31:00+08:00 IO2111-C-4900.CFFEX 多 开 1 @ 114.4\n", "2021-10-20 09:44:00+08:00 IO2111-P-4850.CFFEX 空 平 1 @ 66.0\n", "2021-10-20 09:45:00+08:00 IO2111-C-4900.CFFEX 多 开 1 @ 101.2\n", "2021-10-20 09:45:00+08:00 IO2111-P-4850.CFFEX 多 平 1 @ 66.8\n", "2021-10-20 09:46:00+08:00 IO2111-C-4900.CFFEX 空 平 1 @ 100.2\n", "2021-10-27 14:30:00+08:00 IO2111-C-4900.CFFEX 空 平 1 @ 76.0\n", "2021-10-27 14:30:00+08:00 IO2111-P-4800.CFFEX 空 开 1 @ 51.6\n", "2021-10-27 14:30:00+08:00 IO2111-C-5000.CFFEX 多 平 1 @ 40.6\n", "2021-10-27 14:30:00+08:00 IO2111-P-4900.CFFEX 多 开 1 @ 96.6\n", "2021-11-12 10:00:00+08:00 IO2111-C-4900.CFFEX 多 开 1 @ 51.6\n", "2021-11-12 10:00:00+08:00 IO2111-P-4800.CFFEX 多 平 1 @ 10.0\n", "2021-11-12 10:00:00+08:00 IO2111-C-5000.CFFEX 空 开 1 @ 16.4\n", "2021-11-12 10:00:00+08:00 IO2111-P-4900.CFFEX 空 平 1 @ 39.6\n", "2021-11-18 14:00:00+08:00 IO2111-P-4850.CFFEX 多 开 1 @ 22.6\n", "2021-11-18 14:00:00+08:00 IO2111-C-5000.CFFEX 多 平 1 @ 0.2\n", "2021-11-18 14:00:00+08:00 IO2111-P-4750.CFFEX 空 开 1 @ 0.6\n", "2021-11-18 14:01:00+08:00 IO2111-C-4900.CFFEX 空 平 1 @ 2.8\n", "2021-11-22 10:00:00+08:00 IO2112-C-5000.CFFEX 空 开 1 @ 47.2\n", "2021-11-22 10:00:00+08:00 IO2112-C-4900.CFFEX 多 开 1 @ 90.8\n", "2021-11-26 14:00:00+08:00 IO2112-C-5000.CFFEX 多 平 1 @ 20.8\n", "2021-11-26 14:00:00+08:00 IO2112-C-4900.CFFEX 空 平 1 @ 48.6\n", "2021-11-26 14:00:00+08:00 IO2112-P-4850.CFFEX 多 开 1 @ 62.2\n", "2021-11-26 14:00:00+08:00 IO2112-P-4750.CFFEX 空 开 1 @ 27.0\n", "2021-12-06 09:30:00+08:00 IO2112-C-5000.CFFEX 空 开 1 @ 21.6\n", "2021-12-06 09:30:00+08:00 IO2112-P-4750.CFFEX 多 平 1 @ 9.0\n", "2021-12-06 09:31:00+08:00 IO2112-C-4900.CFFEX 多 开 1 @ 56.4\n", "2021-12-06 09:31:00+08:00 IO2112-P-4850.CFFEX 空 平 1 @ 25.4\n", "2021-12-06 09:36:00+08:00 IO2112-P-4850.CFFEX 空 平 1 @ 27.8\n", "2021-12-06 09:37:00+08:00 IO2112-P-4850.CFFEX 多 平 1 @ 28.4\n", "2021-12-06 09:39:00+08:00 IO2112-C-4900.CFFEX 多 开 1 @ 52.0\n", "2021-12-06 09:40:00+08:00 IO2112-C-4900.CFFEX 空 平 1 @ 52.2\n", "2021-12-20 10:30:00+08:00 IO2201-P-4850.CFFEX 空 开 1 @ 43.2\n", "2021-12-20 10:30:00+08:00 IO2201-P-4950.CFFEX 多 开 1 @ 82.2\n", "2022-01-21 09:30:00+08:00 IO2201-C-4800.CFFEX 多 开 1 @ 20.8\n", "2022-01-21 09:30:00+08:00 IO2201-P-4950.CFFEX 空 平 1 @ 128.0\n", "2022-01-21 09:31:00+08:00 IO2201-C-4900.CFFEX 空 开 1 @ 0.6\n", "2022-01-21 09:31:00+08:00 IO2201-P-4850.CFFEX 多 平 1 @ 45.6\n", "2022-01-21 10:03:00+08:00 IO2201-P-4850.CFFEX 多 平 1 @ 35.4\n", "2022-01-21 10:04:00+08:00 IO2201-P-4850.CFFEX 空 平 1 @ 37.0\n", "2022-01-24 10:00:00+08:00 IO2202-P-4800.CFFEX 多 开 1 @ 90.8\n", "2022-01-24 10:00:00+08:00 IO2202-P-4700.CFFEX 空 开 1 @ 47.8\n", "2022-02-18 10:30:00+08:00 IO2202-C-4700.CFFEX 空 开 1 @ 0.4\n", "2022-02-18 10:30:00+08:00 IO2202-P-4800.CFFEX 空 平 1 @ 182.2\n", "2022-02-18 10:30:00+08:00 IO2202-P-4700.CFFEX 多 平 1 @ 83.4\n", "2022-02-18 10:30:00+08:00 IO2202-C-4600.CFFEX 多 开 1 @ 22.4\n", "2022-02-22 10:00:00+08:00 IO2203-P-4450.CFFEX 空 开 1 @ 38.0\n", "2022-02-22 10:00:00+08:00 IO2203-P-4550.CFFEX 多 开 1 @ 75.2\n", "2022-03-23 13:00:00+08:00 IO2204-C-4200.CFFEX 多 开 1 @ 90.8\n", "2022-03-23 13:00:00+08:00 IO2204-C-4300.CFFEX 空 开 1 @ 49.4\n", "2022-03-28 09:30:00+08:00 IO2204-P-4050.CFFEX 空 开 1 @ 63.6\n", "2022-03-28 09:30:00+08:00 IO2204-C-4300.CFFEX 多 平 1 @ 17.0\n", "2022-03-28 09:31:00+08:00 IO2204-P-4150.CFFEX 多 开 1 @ 115.2\n", "2022-03-28 09:31:00+08:00 IO2204-C-4200.CFFEX 空 平 1 @ 37.0\n", "2022-03-28 10:51:00+08:00 IO2204-C-4200.CFFEX 空 平 1 @ 49.4\n", "2022-03-28 10:52:00+08:00 IO2204-C-4200.CFFEX 多 平 1 @ 49.4\n", "2022-03-28 11:03:00+08:00 IO2204-P-4150.CFFEX 多 开 1 @ 81.6\n", "2022-03-28 11:04:00+08:00 IO2204-P-4150.CFFEX 空 平 1 @ 81.0\n", "2022-03-30 14:30:00+08:00 IO2204-P-4050.CFFEX 多 平 1 @ 16.4\n", "2022-03-30 14:30:00+08:00 IO2204-P-4150.CFFEX 空 平 1 @ 34.6\n", "2022-03-30 14:30:00+08:00 IO2204-C-4250.CFFEX 多 开 1 @ 67.8\n", "2022-03-30 14:30:00+08:00 IO2204-C-4350.CFFEX 空 开 1 @ 30.0\n", "2022-04-08 13:30:00+08:00 IO2204-P-4250.CFFEX 多 开 1 @ 61.6\n", "2022-04-08 13:30:00+08:00 IO2204-P-4150.CFFEX 空 开 1 @ 22.2\n", "2022-04-08 13:30:00+08:00 IO2204-C-4250.CFFEX 空 平 1 @ 38.0\n", "2022-04-08 13:30:00+08:00 IO2204-C-4350.CFFEX 多 平 1 @ 10.6\n", "2022-04-08 14:00:00+08:00 IO2204-P-4250.CFFEX 空 平 1 @ 60.0\n", "2022-04-08 14:00:00+08:00 IO2204-P-4150.CFFEX 多 平 1 @ 21.4\n", "2022-04-08 14:00:00+08:00 IO2204-C-4250.CFFEX 多 开 1 @ 39.0\n", "2022-04-08 14:00:00+08:00 IO2204-C-4350.CFFEX 空 开 1 @ 10.8\n", "2022-04-11 10:30:00+08:00 IO2204-P-4000.CFFEX 空 开 1 @ 15.4\n", "2022-04-11 10:30:00+08:00 IO2204-C-4250.CFFEX 空 平 1 @ 10.2\n", "2022-04-11 10:30:00+08:00 IO2204-C-4350.CFFEX 多 平 1 @ 3.0\n", "2022-04-11 10:30:00+08:00 IO2204-P-4100.CFFEX 多 开 1 @ 44.0\n", "2022-04-14 14:30:00+08:00 IO2204-P-4000.CFFEX 多 平 1 @ 0.2\n", "2022-04-14 14:30:00+08:00 IO2204-P-4100.CFFEX 空 平 1 @ 0.8\n", "2022-04-14 14:30:00+08:00 IO2204-C-4200.CFFEX 多 开 1 @ 22.8\n", "2022-04-14 14:30:00+08:00 IO2204-C-4300.CFFEX 空 开 1 @ 2.2\n", "2022-04-18 10:00:00+08:00 IO2205-P-4050.CFFEX 空 开 1 @ 64.6\n", "2022-04-18 10:00:00+08:00 IO2205-P-4150.CFFEX 多 开 1 @ 106.2\n", "2022-05-11 13:30:00+08:00 IO2205-P-4050.CFFEX 多 平 1 @ 79.0\n", "2022-05-11 13:30:00+08:00 IO2205-P-4150.CFFEX 空 平 1 @ 147.6\n", "2022-05-11 13:30:00+08:00 IO2205-C-4000.CFFEX 多 开 1 @ 73.0\n", "2022-05-11 13:30:00+08:00 IO2205-C-4100.CFFEX 空 开 1 @ 29.4\n", "2022-05-25 13:30:00+08:00 IO2206-P-3850.CFFEX 空 开 1 @ 48.8\n", "2022-05-25 13:30:00+08:00 IO2206-P-3950.CFFEX 多 开 1 @ 88.2\n", "2022-05-27 10:30:00+08:00 IO2206-C-4100.CFFEX 空 开 1 @ 43.0\n", "2022-05-27 10:30:00+08:00 IO2206-P-3850.CFFEX 多 平 1 @ 22.2\n", "2022-05-27 10:30:00+08:00 IO2206-P-3950.CFFEX 空 平 1 @ 47.2\n", "2022-05-27 10:30:00+08:00 IO2206-C-4000.CFFEX 多 开 1 @ 88.6\n", "2022-07-11 10:30:00+08:00 IO2207-P-4250.CFFEX 空 开 1 @ 17.6\n", "2022-07-11 10:30:00+08:00 IO2207-P-4350.CFFEX 多 开 1 @ 53.0\n", "2022-08-12 09:30:00+08:00 IO2208-C-4200.CFFEX 多 开 1 @ 40.2\n", "2022-08-12 09:31:00+08:00 IO2208-C-4300.CFFEX 空 开 1 @ 12.6\n", "2022-08-15 09:49:00+08:00 IO2208-C-4300.CFFEX 空 开 1 @ 13.2\n", "2022-08-15 09:50:00+08:00 IO2208-C-4300.CFFEX 多 平 1 @ 13.0\n", "2022-08-23 14:00:00+08:00 IO2209-P-4050.CFFEX 空 开 1 @ 32.2\n", "2022-08-23 14:00:00+08:00 IO2209-P-4150.CFFEX 多 开 1 @ 69.8\n", "2022-09-09 13:30:00+08:00 IO2209-C-4200.CFFEX 空 开 1 @ 4.8\n", "2022-09-09 13:30:00+08:00 IO2209-C-4100.CFFEX 多 开 1 @ 27.4\n", "2022-09-09 13:30:00+08:00 IO2209-P-4050.CFFEX 多 平 1 @ 14.0\n", "2022-09-09 13:30:00+08:00 IO2209-P-4150.CFFEX 空 平 1 @ 69.2\n", "2022-09-15 14:00:00+08:00 IO2209-C-4200.CFFEX 多 平 1 @ 0.4\n", "2022-09-15 14:00:00+08:00 IO2209-C-4100.CFFEX 空 平 1 @ 1.4\n", "2022-09-15 14:00:00+08:00 IO2209-P-3900.CFFEX 空 开 1 @ 1.0\n", "2022-09-15 14:00:00+08:00 IO2209-P-4000.CFFEX 多 开 1 @ 12.0\n", "2022-10-17 09:30:00+08:00 IO2210-C-3850.CFFEX 多 开 1 @ 30.8\n", "2022-10-17 09:31:00+08:00 IO2210-C-3950.CFFEX 空 开 1 @ 5.4\n", "2022-10-18 09:32:00+08:00 IO2210-C-3950.CFFEX 空 开 1 @ 7.6\n", "2022-10-18 09:33:00+08:00 IO2210-C-3950.CFFEX 多 平 1 @ 7.6\n", "2022-10-19 14:30:00+08:00 IO2210-P-3800.CFFEX 多 开 1 @ 37.0\n", "2022-10-19 14:30:00+08:00 IO2210-C-3850.CFFEX 空 平 1 @ 5.0\n", "2022-10-19 14:30:00+08:00 IO2210-P-3700.CFFEX 空 开 1 @ 4.6\n", "2022-10-19 14:30:00+08:00 IO2210-C-3950.CFFEX 多 平 1 @ 0.4\n", "2022-11-04 11:00:00+08:00 IO2211-C-3750.CFFEX 多 开 1 @ 57.4\n", "2022-11-04 11:00:00+08:00 IO2211-C-3850.CFFEX 空 开 1 @ 23.2\n", "2022-11-22 09:30:00+08:00 IO2212-P-3800.CFFEX 多 开 1 @ 93.8\n", "2022-11-22 09:30:00+08:00 IO2212-P-3700.CFFEX 空 开 1 @ 48.6\n", "2022-11-29 14:30:00+08:00 IO2212-P-3800.CFFEX 空 平 1 @ 51.0\n", "2022-11-29 14:30:00+08:00 IO2212-C-3950.CFFEX 空 开 1 @ 37.4\n", "2022-11-29 14:30:00+08:00 IO2212-P-3700.CFFEX 多 平 1 @ 22.6\n", "2022-11-29 14:30:00+08:00 IO2212-C-3850.CFFEX 多 开 1 @ 76.0\n", "2022-12-19 13:30:00+08:00 IO2301-P-3850.CFFEX 空 开 1 @ 48.4\n", "2022-12-19 13:30:00+08:00 IO2301-P-3950.CFFEX 多 开 1 @ 92.8\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": 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 }