{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# 1 简单回测" ] }, { "cell_type": "code", "execution_count": 33, "metadata": {}, "outputs": [], "source": [ "#%%\n", "from datetime import datetime\n", "from importlib import reload\n", "from vnpy.app.portfolio_strategy import BacktestingEngine\n", "from vnpy.trader.constant import Interval\n", "import pandas as pd\n", "import seaborn as sns\n", "import matplotlib.pyplot as plt\n", "symbols = {\n", " \"SHFE\": [\"CU\", \"AL\", \"ZN\", \"PB\", \"NI\", \"SN\", \"AU\", \"AG\", \"RB\", \"HC\", \"BU\", \"RU\",],\n", " \"DCE\": [\"C\", \"CS\", \"A\", \"B\", \"M\", \"Y\", \"P\", \"BB\", \"JD\", \"L\", \"V\", \"PP\", \"J\", \"JM\", \"I\"],\n", " \"CZCE\": [\"SR\", \"CF\",\"PM\",\"WH\", \"RI\", \"LR\", \"JR\",\"OI\", \"RS\", \"RM\", \"TA\", \"MA\", \"FG\", \"SF\", \"ZC\", \"SM\"], # \"CY\", \n", "}\n", "contract_type = \"99\" # 99代表指数合约" ] }, { "cell_type": "code", "execution_count": 34, "metadata": {}, "outputs": [], "source": [ "def generate_all_vt_symbols(symbols, contract_type):\n", " \"\"\"\n", " 合成回测用的vt_symbol列表\n", " vt_symbol 格式：合约代码.交易所 （ej：AG99.SHFE）\n", " \"\"\"\n", " vt_symbols = []\n", " for k, v in symbols.items():\n", " for i in v:\n", " symbol = i + contract_type + \".\" + k\n", " vt_symbols.append(symbol)\n", " return vt_symbols" ] }, { "cell_type": "code", "execution_count": 35, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "['CU99.SHFE',\n", " 'AL99.SHFE',\n", " 'ZN99.SHFE',\n", " 'PB99.SHFE',\n", " 'NI99.SHFE',\n", " 'SN99.SHFE',\n", " 'AU99.SHFE',\n", " 'AG99.SHFE',\n", " 'RB99.SHFE',\n", " 'HC99.SHFE',\n", " 'BU99.SHFE',\n", " 'RU99.SHFE',\n", " 'C99.DCE',\n", " 'CS99.DCE',\n", " 'A99.DCE',\n", " 'B99.DCE',\n", " 'M99.DCE',\n", " 'Y99.DCE',\n", " 'P99.DCE',\n", " 'BB99.DCE',\n", " 'JD99.DCE',\n", " 'L99.DCE',\n", " 'V99.DCE',\n", " 'PP99.DCE',\n", " 'J99.DCE',\n", " 'JM99.DCE',\n", " 'I99.DCE',\n", " 'SR99.CZCE',\n", " 'CF99.CZCE',\n", " 'PM99.CZCE',\n", " 'WH99.CZCE',\n", " 'RI99.CZCE',\n", " 'LR99.CZCE',\n", " 'JR99.CZCE',\n", " 'OI99.CZCE',\n", " 'RS99.CZCE',\n", " 'RM99.CZCE',\n", " 'TA99.CZCE',\n", " 'MA99.CZCE',\n", " 'FG99.CZCE',\n", " 'SF99.CZCE',\n", " 'ZC99.CZCE',\n", " 'SM99.CZCE']" ] }, "execution_count": 35, "metadata": {}, "output_type": "execute_result" } ], "source": [ "generate_all_vt_symbols(symbols, contract_type)" ] }, { "cell_type": "code", "execution_count": 36, "metadata": {}, "outputs": [], "source": [ "def set_ratios(num, vt_symbols):\n", " \"\"\"\n", " 设置每个vt_symbol的回测参数,最终返回字典格式\n", " 用于设置手续费，滑点，合约规模，price tick\n", " \"\"\"\n", " d = {}\n", " for i in vt_symbols:\n", " d[i] = num\n", " return d" ] }, { "cell_type": "code", "execution_count": 37, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'CU99.SHFE': 0.0001,\n", " 'AL99.SHFE': 0.0001,\n", " 'ZN99.SHFE': 0.0001,\n", " 'PB99.SHFE': 0.0001,\n", " 'NI99.SHFE': 0.0001,\n", " 'SN99.SHFE': 0.0001,\n", " 'AU99.SHFE': 0.0001,\n", " 'AG99.SHFE': 0.0001,\n", " 'RB99.SHFE': 0.0001,\n", " 'HC99.SHFE': 0.0001,\n", " 'BU99.SHFE': 0.0001,\n", " 'RU99.SHFE': 0.0001,\n", " 'C99.DCE': 0.0001,\n", " 'CS99.DCE': 0.0001,\n", " 'A99.DCE': 0.0001,\n", " 'B99.DCE': 0.0001,\n", " 'M99.DCE': 0.0001,\n", " 'Y99.DCE': 0.0001,\n", " 'P99.DCE': 0.0001,\n", " 'BB99.DCE': 0.0001,\n", " 'JD99.DCE': 0.0001,\n", " 'L99.DCE': 0.0001,\n", " 'V99.DCE': 0.0001,\n", " 'PP99.DCE': 0.0001,\n", " 'J99.DCE': 0.0001,\n", " 'JM99.DCE': 0.0001,\n", " 'I99.DCE': 0.0001,\n", " 'SR99.CZCE': 0.0001,\n", " 'CF99.CZCE': 0.0001,\n", " 'PM99.CZCE': 0.0001,\n", " 'WH99.CZCE': 0.0001,\n", " 'RI99.CZCE': 0.0001,\n", " 'LR99.CZCE': 0.0001,\n", " 'JR99.CZCE': 0.0001,\n", " 'OI99.CZCE': 0.0001,\n", " 'RS99.CZCE': 0.0001,\n", " 'RM99.CZCE': 0.0001,\n", " 'TA99.CZCE': 0.0001,\n", " 'MA99.CZCE': 0.0001,\n", " 'FG99.CZCE': 0.0001,\n", " 'SF99.CZCE': 0.0001,\n", " 'ZC99.CZCE': 0.0001,\n", " 'SM99.CZCE': 0.0001}" ] }, "execution_count": 37, "metadata": {}, "output_type": "execute_result" } ], "source": [ "set_ratios(1/10000, generate_all_vt_symbols(symbols, contract_type))" ] }, { "cell_type": "code", "execution_count": 38, "metadata": {}, "outputs": [], "source": [ "def show_result(\n", " vt_symbols,\n", " strategy,\n", " setting={},\n", " show_chart=True\n", "):\n", " # 1）创建回测引擎对象\n", " engine = BacktestingEngine()\n", " # 2）设置回测参数\n", " engine.set_parameters(\n", " vt_symbols=vt_symbols,\n", " interval=Interval.DAILY,\n", " start=datetime(2006, 1, 1),\n", " end=datetime(2020, 12, 30),\n", " rates=set_ratios(1/1000, vt_symbols), # 设置每个合约的手续费，字典格式\n", " slippages=set_ratios(0, vt_symbols), #滑点，字典格式\n", " sizes=set_ratios(1, vt_symbols), #合约规模，字典格式\n", " priceticks=set_ratios(0.01, vt_symbols), #最小价格跳动，字典格式\n", " capital=50_000_000,\n", " )\n", " # 3）添加策略\n", " engine.add_strategy(strategy, setting)\n", " # 4）加载历史数据\n", " engine.load_data()\n", " # 5）跑回测，基于事件引擎逐条回放，得到成交记录\n", " engine.run_backtesting()\n", " # 6）基于逐日盯市规则和成交记录，得到组合资金曲线\n", " df = engine.calculate_result()\n", " # 7）基于资金曲线，计算策略回测指标，如收益率，夏普比率\n", " engine.calculate_statistics()\n", " # 8）画图\n", " if show_chart:\n", " engine.show_chart()\n", " \n", " return df" ] }, { "cell_type": "code", "execution_count": 39, "metadata": {}, "outputs": [], "source": [ "# 生成可交易合约\n", "all_vt_symbols = generate_all_vt_symbols(symbols, contract_type)" ] }, { "cell_type": "code", "execution_count": 41, "metadata": { "scrolled": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "2021-02-07 14:37:01.138466\t开始加载历史数据\n", "2021-02-07 14:37:01.436499\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-07 14:37:01.727500\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-07 14:37:02.002498\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-07 14:37:02.228466\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-07 14:37:02.409499\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-07 14:37:02.583496\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-07 14:37:02.855469\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-07 14:37:03.066465\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-07 14:37:03.321499\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-07 14:37:03.508507\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-07 14:37:03.703499\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-07 14:37:04.001496\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-07 14:37:04.293499\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-07 14:37:04.471498\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-07 14:37:04.758501\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-07 14:37:05.048465\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-07 14:37:05.342471\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-07 14:37:05.641503\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-07 14:37:05.910468\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-07 14:37:06.100496\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-07 14:37:06.293501\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-07 14:37:06.567496\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-07 14:37:06.820498\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-07 14:37:07.012500\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-07 14:37:07.237496\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-07 14:37:07.447465\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-07 14:37:07.644496\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-07 14:37:08.273471\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-07 14:37:08.567496\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-07 14:37:08.789466\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-07 14:37:09.009505\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-07 14:37:09.228482\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-07 14:37:09.414499\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-07 14:37:09.608507\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-07 14:37:09.828468\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-07 14:37:10.046467\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-07 14:37:10.254465\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-07 14:37:10.540483\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-07 14:37:10.725504\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-07 14:37:10.928466\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-07 14:37:11.107470\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-07 14:37:11.281496\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-07 14:37:11.466496\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-07 14:37:11.466496\t所有历史数据加载完成\n", "2021-02-07 14:37:13.364466\t逐日盯市盈亏计算完成\n", "2021-02-07 14:37:13.364466\t开始计算策略统计指标\n", "2021-02-07 14:37:13.371466\t------------------------------\n", "2021-02-07 14:37:13.371466\t首个交易日：\t2006-01-03\n", "2021-02-07 14:37:13.371466\t最后交易日：\t2020-12-29\n", "2021-02-07 14:37:13.371466\t总交易日：\t3528\n", "2021-02-07 14:37:13.371466\t盈利交易日：\t1836\n", "2021-02-07 14:37:13.371466\t亏损交易日：\t1671\n", "2021-02-07 14:37:13.371466\t起始资金：\t50,000,000.00\n", "2021-02-07 14:37:13.371466\t结束资金：\t144,076,347.78\n", "2021-02-07 14:37:13.371466\t总收益率：\t188.15%\n", "2021-02-07 14:37:13.371466\t年化收益：\t12.80%\n", "2021-02-07 14:37:13.371466\t最大回撤: \t-9,967,856.08\n", "2021-02-07 14:37:13.371466\t百分比最大回撤: -7.62%\n", "2021-02-07 14:37:13.371466\t最长回撤天数: \t418\n", "2021-02-07 14:37:13.371466\t总盈亏：\t94,076,347.78\n", "2021-02-07 14:37:13.371466\t总手续费：\t29,035,872.86\n", "2021-02-07 14:37:13.371466\t总滑点：\t0.00\n", "2021-02-07 14:37:13.372465\t总成交金额：\t29,035,872,857.55\n", "2021-02-07 14:37:13.372465\t总成交笔数：\t9894\n", "2021-02-07 14:37:13.372465\t日均盈亏：\t26,665.63\n", "2021-02-07 14:37:13.372465\t日均手续费：\t8,230.12\n", "2021-02-07 14:37:13.372465\t日均滑点：\t0.00\n", "2021-02-07 14:37:13.372465\t日均成交金额：\t8,230,122.69\n", "2021-02-07 14:37:13.372465\t日均成交笔数：\t2.804421768707483\n", "2021-02-07 14:37:13.372465\t日均收益率：\t0.03%\n", "2021-02-07 14:37:13.372465\t收益标准差：\t0.42%\n", "2021-02-07 14:37:13.372465\tSharpe Ratio：\t1.12\n", "2021-02-07 14:37:13.373466\t收益回撤比：\t9.44\n", "2021-02-07 14:37:13.373466\t策略统计指标计算完成\n" ] }, { "data": { "application/vnd.plotly.v1+json": { "config": { "plotlyServerURL": "https://plot.ly" }, "data": [ { "mode": "lines", "name": "Balance", "type": "scatter", "x": [ "2006-01-03", "2006-01-04", "2006-01-05", "2006-01-08", "2006-01-09", "2006-01-10", "2006-01-11", "2006-01-12", "2006-01-15", 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trade_countturnovercommissionslippagetrading_pnlholding_pnltotal_pnlnet_pnlbalancereturnhighleveldrawdownddpercent
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..........................................
2020-12-2300.00.000.0356301.4300356301.4300356301.43001.438686e+080.0024801.450608e+08-1.192217e+06-0.821873
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3528 rows × 13 columns

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" ], "text/plain": [ " trade_count turnover commission slippage trading_pnl \\\n", "date \n", "2006-01-03 0 0.0 0.0 0 0.0 \n", "2006-01-04 0 0.0 0.0 0 0.0 \n", "2006-01-05 0 0.0 0.0 0 0.0 \n", "2006-01-08 0 0.0 0.0 0 0.0 \n", "2006-01-09 0 0.0 0.0 0 0.0 \n", "... ... ... ... ... ... \n", "2020-12-23 0 0.0 0.0 0 0.0 \n", "2020-12-24 0 0.0 0.0 0 0.0 \n", "2020-12-27 0 0.0 0.0 0 0.0 \n", "2020-12-28 0 0.0 0.0 0 0.0 \n", "2020-12-29 0 0.0 0.0 0 0.0 \n", "\n", " holding_pnl total_pnl net_pnl balance return \\\n", "date \n", "2006-01-03 0.0000 0.0000 0.0000 5.000000e+07 0.000000 \n", "2006-01-04 0.0000 0.0000 0.0000 5.000000e+07 0.000000 \n", "2006-01-05 0.0000 0.0000 0.0000 5.000000e+07 0.000000 \n", "2006-01-08 0.0000 0.0000 0.0000 5.000000e+07 0.000000 \n", "2006-01-09 0.0000 0.0000 0.0000 5.000000e+07 0.000000 \n", "... ... ... ... ... ... \n", "2020-12-23 356301.4300 356301.4300 356301.4300 1.438686e+08 0.002480 \n", "2020-12-24 880185.9418 880185.9418 880185.9418 1.447488e+08 0.006099 \n", "2020-12-27 -591319.3978 -591319.3978 -591319.3978 1.441575e+08 -0.004094 \n", "2020-12-28 -550852.6229 -550852.6229 -550852.6229 1.436066e+08 -0.003829 \n", "2020-12-29 469700.8761 469700.8761 469700.8761 1.440763e+08 0.003265 \n", "\n", " highlevel drawdown ddpercent \n", "date \n", "2006-01-03 5.000000e+07 0.000000e+00 0.000000 \n", "2006-01-04 5.000000e+07 0.000000e+00 0.000000 \n", "2006-01-05 5.000000e+07 0.000000e+00 0.000000 \n", "2006-01-08 5.000000e+07 0.000000e+00 0.000000 \n", "2006-01-09 5.000000e+07 0.000000e+00 0.000000 \n", "... ... ... ... \n", "2020-12-23 1.450608e+08 -1.192217e+06 -0.821873 \n", "2020-12-24 1.450608e+08 -3.120306e+05 -0.215103 \n", "2020-12-27 1.450608e+08 -9.033500e+05 -0.622739 \n", "2020-12-28 1.450608e+08 -1.454203e+06 -1.002478 \n", "2020-12-29 1.450608e+08 -9.845018e+05 -0.678682 \n", "\n", "[3528 rows x 13 columns]" ] }, "execution_count": 41, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# 加载策略，一键回测\n", "import return10_strategy\n", "reload(return10_strategy)\n", "show_result(all_vt_symbols ,return10_strategy.Return10Strategy, show_chart=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# 2 分配资金回测" ] }, { "cell_type": "code", "execution_count": 42, "metadata": { "scrolled": true }, "outputs": [], "source": [ "def run_strategy_complite(\n", " vt_symbols,\n", " strategy,\n", " setting={},\n", " show_chart=False\n", "):\n", " holding_period = setting[\"holding_period\"] #10\n", " frames = 0\n", " for i in range(holding_period):\n", " # 0, 1, 2, 9\n", " print(i)\n", " setting_strategy = {\n", " \"shift_period\" : i\n", " }\n", " \n", " setting_strategy.update(setting)\n", " df = show_result(\n", " vt_symbols,\n", " strategy,\n", " setting_strategy,\n", " show_chart=False\n", " )\n", " frames_mean = frames + df[[\"balance\",\"net_pnl\",\"commission\",\"slippage\",\"turnover\",\"trade_count\"]]\n", "\n", " frames_mean = frames / holding_period \n", " engine = BacktestingEngine()\n", " engine.capital = 50_000_000\n", " engine.calculate_statistics(frames_mean)\n", " if show_chart:\n", " engine.show_chart(frames_mean)" ] }, { "cell_type": "code", "execution_count": 43, "metadata": { "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "0\n", "2021-02-07 14:40:32.314329\t开始加载历史数据\n", "2021-02-07 14:40:32.637331\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-07 14:40:32.936327\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-07 14:40:33.231330\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-07 14:40:33.480298\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-07 14:40:33.673301\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-07 14:40:33.866328\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-07 14:40:34.152327\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-07 14:40:34.366297\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-07 14:40:34.631298\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-07 14:40:34.827330\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-07 14:40:35.021329\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-07 14:40:35.330298\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-07 14:40:35.635299\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-07 14:40:35.820327\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-07 14:40:36.129325\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-07 14:40:36.427300\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-07 14:40:36.730331\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-07 14:40:37.033297\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-07 14:40:37.302330\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-07 14:40:37.497330\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-07 14:40:37.697299\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-07 14:40:37.970301\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-07 14:40:38.221330\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-07 14:40:38.416329\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-07 14:40:38.975335\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-07 14:40:39.178328\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-07 14:40:39.374329\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-07 14:40:39.675306\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-07 14:40:39.980329\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-07 14:40:40.209300\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-07 14:40:40.431297\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-07 14:40:40.656327\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-07 14:40:40.848300\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-07 14:40:41.045336\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-07 14:40:41.261332\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-07 14:40:41.472299\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-07 14:40:41.685296\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-07 14:40:41.979328\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-07 14:40:42.168330\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-07 14:40:42.379298\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-07 14:40:42.570298\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-07 14:40:42.752303\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-07 14:40:42.943302\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-07 14:40:42.943302\t所有历史数据加载完成\n", "2021-02-07 14:40:44.858300\t逐日盯市盈亏计算完成\n", "2021-02-07 14:40:44.859310\t开始计算策略统计指标\n", "2021-02-07 14:40:44.866297\t------------------------------\n", "2021-02-07 14:40:44.866297\t首个交易日：\t2006-01-03\n", "2021-02-07 14:40:44.866297\t最后交易日：\t2020-12-29\n", "2021-02-07 14:40:44.867297\t总交易日：\t3528\n", "2021-02-07 14:40:44.867297\t盈利交易日：\t1836\n", "2021-02-07 14:40:44.867297\t亏损交易日：\t1671\n", "2021-02-07 14:40:44.867297\t起始资金：\t50,000,000.00\n", "2021-02-07 14:40:44.867297\t结束资金：\t144,076,347.78\n", "2021-02-07 14:40:44.867297\t总收益率：\t188.15%\n", "2021-02-07 14:40:44.867297\t年化收益：\t12.80%\n", "2021-02-07 14:40:44.867297\t最大回撤: \t-9,967,856.08\n", "2021-02-07 14:40:44.867297\t百分比最大回撤: -7.62%\n", "2021-02-07 14:40:44.867297\t最长回撤天数: \t418\n", "2021-02-07 14:40:44.867297\t总盈亏：\t94,076,347.78\n", "2021-02-07 14:40:44.867297\t总手续费：\t29,035,872.86\n", "2021-02-07 14:40:44.868297\t总滑点：\t0.00\n", "2021-02-07 14:40:44.868297\t总成交金额：\t29,035,872,857.55\n", "2021-02-07 14:40:44.868297\t总成交笔数：\t9894\n", "2021-02-07 14:40:44.868297\t日均盈亏：\t26,665.63\n", "2021-02-07 14:40:44.868297\t日均手续费：\t8,230.12\n", "2021-02-07 14:40:44.868297\t日均滑点：\t0.00\n", "2021-02-07 14:40:44.868297\t日均成交金额：\t8,230,122.69\n", "2021-02-07 14:40:44.868297\t日均成交笔数：\t2.804421768707483\n", "2021-02-07 14:40:44.868297\t日均收益率：\t0.03%\n", "2021-02-07 14:40:44.868297\t收益标准差：\t0.42%\n", "2021-02-07 14:40:44.868297\tSharpe Ratio：\t1.12\n", "2021-02-07 14:40:44.868297\t收益回撤比：\t9.44\n", "2021-02-07 14:40:44.868297\t策略统计指标计算完成\n", "1\n", "2021-02-07 14:40:44.872297\t开始加载历史数据\n", "2021-02-07 14:40:45.172327\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-07 14:40:45.467328\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-07 14:40:45.749329\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-07 14:40:45.991302\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-07 14:40:46.177323\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-07 14:40:46.358334\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-07 14:40:46.635299\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-07 14:40:46.861298\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-07 14:40:47.137326\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-07 14:40:47.328300\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-07 14:40:47.533298\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-07 14:40:47.833301\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-07 14:40:48.127329\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-07 14:40:48.311298\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-07 14:40:48.602327\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-07 14:40:48.892297\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-07 14:40:49.188330\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-07 14:40:49.488328\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-07 14:40:50.094330\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-07 14:40:50.291307\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-07 14:40:50.489299\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-07 14:40:50.770327\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-07 14:40:51.025302\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-07 14:40:51.225334\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-07 14:40:51.462299\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-07 14:40:51.679298\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-07 14:40:51.882297\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-07 14:40:52.177334\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-07 14:40:52.478329\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-07 14:40:52.702297\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-07 14:40:52.916297\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-07 14:40:53.133300\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-07 14:40:53.331330\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-07 14:40:53.531328\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-07 14:40:53.744300\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-07 14:40:53.960298\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-07 14:40:54.172297\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-07 14:40:54.457300\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-07 14:40:54.647301\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-07 14:40:54.861330\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-07 14:40:55.067297\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-07 14:40:55.247328\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-07 14:40:55.437302\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-07 14:40:55.437302\t所有历史数据加载完成\n", "2021-02-07 14:40:57.381301\t逐日盯市盈亏计算完成\n", "2021-02-07 14:40:57.382301\t开始计算策略统计指标\n", "2021-02-07 14:40:57.393306\t------------------------------\n", "2021-02-07 14:40:57.393306\t首个交易日：\t2006-01-03\n", "2021-02-07 14:40:57.393306\t最后交易日：\t2020-12-29\n", "2021-02-07 14:40:57.393306\t总交易日：\t3528\n", "2021-02-07 14:40:57.393306\t盈利交易日：\t1860\n", "2021-02-07 14:40:57.393306\t亏损交易日：\t1638\n", "2021-02-07 14:40:57.393306\t起始资金：\t50,000,000.00\n", "2021-02-07 14:40:57.393306\t结束资金：\t114,491,599.05\n", "2021-02-07 14:40:57.393306\t总收益率：\t128.98%\n", "2021-02-07 14:40:57.393306\t年化收益：\t8.77%\n", "2021-02-07 14:40:57.393306\t最大回撤: \t-11,501,362.13\n", "2021-02-07 14:40:57.393306\t百分比最大回撤: -11.31%\n", "2021-02-07 14:40:57.393306\t最长回撤天数: \t49\n", "2021-02-07 14:40:57.393306\t总盈亏：\t64,491,599.05\n", "2021-02-07 14:40:57.393306\t总手续费：\t29,592,693.94\n", "2021-02-07 14:40:57.393306\t总滑点：\t0.00\n", "2021-02-07 14:40:57.393306\t总成交金额：\t29,592,693,935.23\n", "2021-02-07 14:40:57.393306\t总成交笔数：\t9872\n", "2021-02-07 14:40:57.393306\t日均盈亏：\t18,279.93\n", "2021-02-07 14:40:57.393306\t日均手续费：\t8,387.95\n", "2021-02-07 14:40:57.393306\t日均滑点：\t0.00\n", "2021-02-07 14:40:57.393306\t日均成交金额：\t8,387,951.80\n", "2021-02-07 14:40:57.393306\t日均成交笔数：\t2.798185941043084\n", "2021-02-07 14:40:57.393306\t日均收益率：\t0.02%\n", "2021-02-07 14:40:57.394298\t收益标准差：\t0.48%\n", "2021-02-07 14:40:57.394298\tSharpe Ratio：\t0.76\n", "2021-02-07 14:40:57.394298\t收益回撤比：\t5.61\n", "2021-02-07 14:40:57.394298\t策略统计指标计算完成\n", "2\n", "2021-02-07 14:40:57.400297\t开始加载历史数据\n", "2021-02-07 14:40:57.720301\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-07 14:40:58.019329\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-07 14:40:58.306297\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-07 14:40:58.539327\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-07 14:40:58.714328\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-07 14:40:58.901331\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-07 14:40:59.168327\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-07 14:40:59.391307\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-07 14:40:59.988328\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-07 14:41:00.210297\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-07 14:41:00.409299\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-07 14:41:00.709300\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-07 14:41:01.011332\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-07 14:41:01.189296\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-07 14:41:01.484311\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-07 14:41:01.780328\tB99.DCE历史数据加载完成，数据量：3528\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "2021-02-07 14:41:02.089304\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-07 14:41:02.396296\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-07 14:41:02.668330\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-07 14:41:02.864330\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-07 14:41:03.063299\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-07 14:41:03.336327\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-07 14:41:03.599296\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-07 14:41:03.799330\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-07 14:41:04.029332\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-07 14:41:04.239297\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-07 14:41:04.446328\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-07 14:41:04.745330\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-07 14:41:05.039330\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-07 14:41:05.426332\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-07 14:41:05.637328\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-07 14:41:05.855297\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-07 14:41:06.049299\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-07 14:41:06.256329\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-07 14:41:06.478334\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-07 14:41:06.693306\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-07 14:41:06.904297\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-07 14:41:07.197328\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-07 14:41:07.387327\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-07 14:41:07.598328\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-07 14:41:07.783298\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-07 14:41:07.971328\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-07 14:41:08.161324\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-07 14:41:08.162330\t所有历史数据加载完成\n", "2021-02-07 14:41:10.063299\t逐日盯市盈亏计算完成\n", "2021-02-07 14:41:10.063299\t开始计算策略统计指标\n", "2021-02-07 14:41:10.070297\t------------------------------\n", "2021-02-07 14:41:10.070297\t首个交易日：\t2006-01-03\n", "2021-02-07 14:41:10.070297\t最后交易日：\t2020-12-29\n", "2021-02-07 14:41:10.070297\t总交易日：\t3528\n", "2021-02-07 14:41:10.070297\t盈利交易日：\t1854\n", "2021-02-07 14:41:10.070297\t亏损交易日：\t1645\n", "2021-02-07 14:41:10.070297\t起始资金：\t50,000,000.00\n", "2021-02-07 14:41:10.070297\t结束资金：\t135,623,421.35\n", "2021-02-07 14:41:10.070297\t总收益率：\t171.25%\n", "2021-02-07 14:41:10.070297\t年化收益：\t11.65%\n", "2021-02-07 14:41:10.070297\t最大回撤: \t-11,208,152.49\n", "2021-02-07 14:41:10.070297\t百分比最大回撤: -10.22%\n", "2021-02-07 14:41:10.070297\t最长回撤天数: \t339\n", "2021-02-07 14:41:10.070297\t总盈亏：\t85,623,421.35\n", "2021-02-07 14:41:10.070297\t总手续费：\t29,148,100.34\n", "2021-02-07 14:41:10.070297\t总滑点：\t0.00\n", "2021-02-07 14:41:10.070297\t总成交金额：\t29,148,100,341.01\n", "2021-02-07 14:41:10.071297\t总成交笔数：\t9827\n", "2021-02-07 14:41:10.071297\t日均盈亏：\t24,269.68\n", "2021-02-07 14:41:10.071297\t日均手续费：\t8,261.93\n", "2021-02-07 14:41:10.071297\t日均滑点：\t0.00\n", "2021-02-07 14:41:10.071297\t日均成交金额：\t8,261,933.20\n", "2021-02-07 14:41:10.071297\t日均成交笔数：\t2.7854308390022675\n", "2021-02-07 14:41:10.071297\t日均收益率：\t0.03%\n", "2021-02-07 14:41:10.071297\t收益标准差：\t0.43%\n", "2021-02-07 14:41:10.071297\tSharpe Ratio：\t1.01\n", "2021-02-07 14:41:10.071297\t收益回撤比：\t7.64\n", "2021-02-07 14:41:10.071297\t策略统计指标计算完成\n", "3\n", "2021-02-07 14:41:10.080299\t开始加载历史数据\n", "2021-02-07 14:41:10.386330\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-07 14:41:10.687330\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-07 14:41:10.971301\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-07 14:41:11.206297\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-07 14:41:11.385325\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-07 14:41:11.572301\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-07 14:41:11.841331\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-07 14:41:12.054297\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-07 14:41:12.308331\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-07 14:41:12.499329\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-07 14:41:12.698323\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-07 14:41:13.001330\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-07 14:41:13.298329\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-07 14:41:13.480330\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-07 14:41:13.774301\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-07 14:41:14.065297\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-07 14:41:14.359301\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-07 14:41:14.665299\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-07 14:41:14.943300\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-07 14:41:15.139329\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-07 14:41:15.338328\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-07 14:41:15.611329\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-07 14:41:15.861331\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-07 14:41:16.053297\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-07 14:41:16.277331\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-07 14:41:16.478330\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-07 14:41:16.675301\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-07 14:41:16.974304\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-07 14:41:17.623302\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-07 14:41:17.849301\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-07 14:41:18.064331\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-07 14:41:18.276298\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-07 14:41:18.485297\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-07 14:41:18.682331\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-07 14:41:18.897324\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-07 14:41:19.107302\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-07 14:41:19.312299\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-07 14:41:19.601297\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-07 14:41:19.789327\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-07 14:41:20.005300\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-07 14:41:20.202335\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-07 14:41:20.387297\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-07 14:41:20.589297\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-07 14:41:20.589297\t所有历史数据加载完成\n", "2021-02-07 14:41:22.514331\t逐日盯市盈亏计算完成\n", "2021-02-07 14:41:22.515330\t开始计算策略统计指标\n", "2021-02-07 14:41:22.521301\t------------------------------\n", "2021-02-07 14:41:22.522300\t首个交易日：\t2006-01-03\n", "2021-02-07 14:41:22.522300\t最后交易日：\t2020-12-29\n", "2021-02-07 14:41:22.522300\t总交易日：\t3528\n", "2021-02-07 14:41:22.522300\t盈利交易日：\t1844\n", "2021-02-07 14:41:22.522300\t亏损交易日：\t1656\n", "2021-02-07 14:41:22.522300\t起始资金：\t50,000,000.00\n", "2021-02-07 14:41:22.522300\t结束资金：\t109,676,691.54\n", "2021-02-07 14:41:22.522300\t总收益率：\t119.35%\n", "2021-02-07 14:41:22.522300\t年化收益：\t8.12%\n", "2021-02-07 14:41:22.522300\t最大回撤: \t-9,688,986.81\n", "2021-02-07 14:41:22.522300\t百分比最大回撤: -11.76%\n", "2021-02-07 14:41:22.522300\t最长回撤天数: \t604\n", "2021-02-07 14:41:22.522300\t总盈亏：\t59,676,691.54\n", "2021-02-07 14:41:22.522300\t总手续费：\t29,933,264.57\n", "2021-02-07 14:41:22.522300\t总滑点：\t0.00\n", "2021-02-07 14:41:22.522300\t总成交金额：\t29,933,264,569.50\n", "2021-02-07 14:41:22.522300\t总成交笔数：\t9864\n", "2021-02-07 14:41:22.522300\t日均盈亏：\t16,915.16\n", "2021-02-07 14:41:22.522300\t日均手续费：\t8,484.49\n", "2021-02-07 14:41:22.522300\t日均滑点：\t0.00\n", "2021-02-07 14:41:22.522300\t日均成交金额：\t8,484,485.42\n", "2021-02-07 14:41:22.522300\t日均成交笔数：\t2.795918367346939\n", "2021-02-07 14:41:22.522300\t日均收益率：\t0.02%\n", "2021-02-07 14:41:22.522300\t收益标准差：\t0.50%\n", "2021-02-07 14:41:22.523297\tSharpe Ratio：\t0.69\n", "2021-02-07 14:41:22.523297\t收益回撤比：\t6.16\n", "2021-02-07 14:41:22.524302\t策略统计指标计算完成\n", "4\n", "2021-02-07 14:41:22.531297\t开始加载历史数据\n", "2021-02-07 14:41:22.829329\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-07 14:41:23.124302\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-07 14:41:23.396302\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-07 14:41:23.641302\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-07 14:41:23.816328\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-07 14:41:24.003298\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-07 14:41:24.268331\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-07 14:41:24.483298\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-07 14:41:24.734328\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-07 14:41:24.917298\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-07 14:41:25.113299\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-07 14:41:25.402327\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-07 14:41:25.702300\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-07 14:41:25.883299\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-07 14:41:26.174305\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-07 14:41:26.469330\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-07 14:41:26.769329\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-07 14:41:27.068328\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-07 14:41:27.348301\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-07 14:41:27.545325\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-07 14:41:27.738329\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-07 14:41:28.013298\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-07 14:41:28.262331\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-07 14:41:28.448331\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-07 14:41:28.688301\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-07 14:41:28.901297\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-07 14:41:29.115331\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-07 14:41:29.777332\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-07 14:41:30.074301\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-07 14:41:30.295334\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-07 14:41:30.506301\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-07 14:41:30.725299\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-07 14:41:30.911331\tLR99.CZCE历史数据加载完成，数据量：1532\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "2021-02-07 14:41:31.105330\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-07 14:41:31.314297\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-07 14:41:31.525301\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-07 14:41:31.728297\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-07 14:41:32.012329\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-07 14:41:32.200329\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-07 14:41:32.406297\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-07 14:41:32.591301\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-07 14:41:32.769323\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-07 14:41:32.954298\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-07 14:41:32.954298\t所有历史数据加载完成\n", "2021-02-07 14:41:34.853299\t逐日盯市盈亏计算完成\n", "2021-02-07 14:41:34.853299\t开始计算策略统计指标\n", "2021-02-07 14:41:34.861297\t------------------------------\n", "2021-02-07 14:41:34.861297\t首个交易日：\t2006-01-03\n", "2021-02-07 14:41:34.861297\t最后交易日：\t2020-12-29\n", "2021-02-07 14:41:34.861297\t总交易日：\t3528\n", "2021-02-07 14:41:34.861297\t盈利交易日：\t1814\n", "2021-02-07 14:41:34.861297\t亏损交易日：\t1687\n", "2021-02-07 14:41:34.861297\t起始资金：\t50,000,000.00\n", "2021-02-07 14:41:34.861297\t结束资金：\t97,606,358.94\n", "2021-02-07 14:41:34.861297\t总收益率：\t95.21%\n", "2021-02-07 14:41:34.861297\t年化收益：\t6.48%\n", "2021-02-07 14:41:34.861297\t最大回撤: \t-10,180,944.60\n", "2021-02-07 14:41:34.861297\t百分比最大回撤: -14.42%\n", "2021-02-07 14:41:34.861297\t最长回撤天数: \t597\n", "2021-02-07 14:41:34.861297\t总盈亏：\t47,606,358.94\n", "2021-02-07 14:41:34.861297\t总手续费：\t29,562,609.78\n", "2021-02-07 14:41:34.861297\t总滑点：\t0.00\n", "2021-02-07 14:41:34.861297\t总成交金额：\t29,562,609,782.75\n", "2021-02-07 14:41:34.861297\t总成交笔数：\t9896\n", "2021-02-07 14:41:34.861297\t日均盈亏：\t13,493.87\n", "2021-02-07 14:41:34.861297\t日均手续费：\t8,379.42\n", "2021-02-07 14:41:34.861297\t日均滑点：\t0.00\n", "2021-02-07 14:41:34.861297\t日均成交金额：\t8,379,424.54\n", "2021-02-07 14:41:34.861297\t日均成交笔数：\t2.804988662131519\n", "2021-02-07 14:41:34.861297\t日均收益率：\t0.02%\n", "2021-02-07 14:41:34.861297\t收益标准差：\t0.54%\n", "2021-02-07 14:41:34.861297\tSharpe Ratio：\t0.55\n", "2021-02-07 14:41:34.861297\t收益回撤比：\t4.68\n", "2021-02-07 14:41:34.862297\t策略统计指标计算完成\n", "5\n", "2021-02-07 14:41:34.867297\t开始加载历史数据\n", "2021-02-07 14:41:35.166331\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-07 14:41:35.462301\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-07 14:41:35.746329\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-07 14:41:35.978302\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-07 14:41:36.157303\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-07 14:41:36.336299\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-07 14:41:36.619330\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-07 14:41:36.832298\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-07 14:41:37.084329\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-07 14:41:37.272327\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-07 14:41:37.468327\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-07 14:41:37.763298\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-07 14:41:38.060329\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-07 14:41:38.243311\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-07 14:41:38.534324\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-07 14:41:38.824330\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-07 14:41:39.118328\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-07 14:41:39.421299\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-07 14:41:39.697330\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-07 14:41:39.895328\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-07 14:41:40.104301\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-07 14:41:40.728331\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-07 14:41:40.990307\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-07 14:41:41.183298\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-07 14:41:41.418330\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-07 14:41:41.617333\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-07 14:41:41.808334\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-07 14:41:42.099329\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-07 14:41:42.386328\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-07 14:41:42.601297\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-07 14:41:42.815298\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-07 14:41:43.032297\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-07 14:41:43.217329\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-07 14:41:43.412333\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-07 14:41:43.628298\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-07 14:41:43.844309\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-07 14:41:44.045324\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-07 14:41:44.323302\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-07 14:41:44.506334\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-07 14:41:44.714298\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-07 14:41:44.900325\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-07 14:41:45.080300\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-07 14:41:45.267298\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-07 14:41:45.268329\t所有历史数据加载完成\n", "2021-02-07 14:41:47.184331\t逐日盯市盈亏计算完成\n", "2021-02-07 14:41:47.184331\t开始计算策略统计指标\n", "2021-02-07 14:41:47.192300\t------------------------------\n", "2021-02-07 14:41:47.192300\t首个交易日：\t2006-01-03\n", "2021-02-07 14:41:47.192300\t最后交易日：\t2020-12-29\n", "2021-02-07 14:41:47.192300\t总交易日：\t3528\n", "2021-02-07 14:41:47.192300\t盈利交易日：\t1834\n", "2021-02-07 14:41:47.192300\t亏损交易日：\t1668\n", "2021-02-07 14:41:47.192300\t起始资金：\t50,000,000.00\n", "2021-02-07 14:41:47.192300\t结束资金：\t111,678,249.33\n", "2021-02-07 14:41:47.192300\t总收益率：\t123.36%\n", "2021-02-07 14:41:47.192300\t年化收益：\t8.39%\n", "2021-02-07 14:41:47.192300\t最大回撤: \t-9,594,873.54\n", "2021-02-07 14:41:47.192300\t百分比最大回撤: -11.24%\n", "2021-02-07 14:41:47.192300\t最长回撤天数: \t315\n", "2021-02-07 14:41:47.192300\t总盈亏：\t61,678,249.33\n", "2021-02-07 14:41:47.192300\t总手续费：\t29,588,837.04\n", "2021-02-07 14:41:47.192300\t总滑点：\t0.00\n", "2021-02-07 14:41:47.192300\t总成交金额：\t29,588,837,039.99\n", "2021-02-07 14:41:47.192300\t总成交笔数：\t9904\n", "2021-02-07 14:41:47.192300\t日均盈亏：\t17,482.50\n", "2021-02-07 14:41:47.192300\t日均手续费：\t8,386.86\n", "2021-02-07 14:41:47.193298\t日均滑点：\t0.00\n", "2021-02-07 14:41:47.193298\t日均成交金额：\t8,386,858.57\n", "2021-02-07 14:41:47.193298\t日均成交笔数：\t2.8072562358276643\n", "2021-02-07 14:41:47.193298\t日均收益率：\t0.02%\n", "2021-02-07 14:41:47.193298\t收益标准差：\t0.49%\n", "2021-02-07 14:41:47.193298\tSharpe Ratio：\t0.71\n", "2021-02-07 14:41:47.193298\t收益回撤比：\t6.43\n", "2021-02-07 14:41:47.193298\t策略统计指标计算完成\n", "6\n", "2021-02-07 14:41:47.199299\t开始加载历史数据\n", "2021-02-07 14:41:47.496332\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-07 14:41:47.796330\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-07 14:41:48.076319\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-07 14:41:48.309336\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-07 14:41:48.486327\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-07 14:41:48.660328\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-07 14:41:48.926333\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-07 14:41:49.137299\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-07 14:41:49.393299\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-07 14:41:49.607304\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-07 14:41:49.801328\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-07 14:41:50.091300\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-07 14:41:50.381331\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-07 14:41:50.912328\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-07 14:41:51.217329\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-07 14:41:51.509332\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-07 14:41:51.805295\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-07 14:41:52.101322\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-07 14:41:52.368327\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-07 14:41:52.565328\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-07 14:41:52.762329\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-07 14:41:53.039298\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-07 14:41:53.300327\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-07 14:41:53.497329\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-07 14:41:53.744299\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-07 14:41:53.951330\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-07 14:41:54.147329\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-07 14:41:54.443311\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-07 14:41:54.746299\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-07 14:41:54.969297\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-07 14:41:55.188297\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-07 14:41:55.404330\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-07 14:41:55.594331\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-07 14:41:55.785333\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-07 14:41:55.992302\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-07 14:41:56.202297\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-07 14:41:56.413329\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-07 14:41:56.859308\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-07 14:41:57.048296\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-07 14:41:57.264298\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-07 14:41:57.460328\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-07 14:41:57.641302\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-07 14:41:57.832329\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-07 14:41:57.832329\t所有历史数据加载完成\n", "2021-02-07 14:41:59.799330\t逐日盯市盈亏计算完成\n", "2021-02-07 14:41:59.799330\t开始计算策略统计指标\n", "2021-02-07 14:41:59.805297\t------------------------------\n", "2021-02-07 14:41:59.805297\t首个交易日：\t2006-01-03\n", "2021-02-07 14:41:59.806297\t最后交易日：\t2020-12-29\n", "2021-02-07 14:41:59.806297\t总交易日：\t3528\n", "2021-02-07 14:41:59.806297\t盈利交易日：\t1816\n", "2021-02-07 14:41:59.806297\t亏损交易日：\t1687\n", "2021-02-07 14:41:59.806297\t起始资金：\t50,000,000.00\n", "2021-02-07 14:41:59.806297\t结束资金：\t110,253,296.38\n", "2021-02-07 14:41:59.806297\t总收益率：\t120.51%\n", "2021-02-07 14:41:59.806297\t年化收益：\t8.20%\n", "2021-02-07 14:41:59.806297\t最大回撤: \t-17,203,364.57\n", "2021-02-07 14:41:59.806297\t百分比最大回撤: -15.14%\n", "2021-02-07 14:41:59.806297\t最长回撤天数: \t203\n", "2021-02-07 14:41:59.806297\t总盈亏：\t60,253,296.38\n", "2021-02-07 14:41:59.806297\t总手续费：\t29,368,132.51\n", "2021-02-07 14:41:59.806297\t总滑点：\t0.00\n", "2021-02-07 14:41:59.806297\t总成交金额：\t29,368,132,514.01\n", "2021-02-07 14:41:59.806297\t总成交笔数：\t9909\n", "2021-02-07 14:41:59.806297\t日均盈亏：\t17,078.60\n", "2021-02-07 14:41:59.806297\t日均手续费：\t8,324.30\n", "2021-02-07 14:41:59.806297\t日均滑点：\t0.00\n", "2021-02-07 14:41:59.806297\t日均成交金额：\t8,324,300.60\n", "2021-02-07 14:41:59.806297\t日均成交笔数：\t2.808673469387755\n", "2021-02-07 14:41:59.806297\t日均收益率：\t0.02%\n", "2021-02-07 14:41:59.806297\t收益标准差：\t0.51%\n", "2021-02-07 14:41:59.806297\tSharpe Ratio：\t0.68\n", "2021-02-07 14:41:59.806297\t收益回撤比：\t3.50\n", "2021-02-07 14:41:59.806297\t策略统计指标计算完成\n", "7\n", "2021-02-07 14:41:59.817298\t开始加载历史数据\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "2021-02-07 14:42:00.129299\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-07 14:42:00.430333\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-07 14:42:00.725337\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-07 14:42:00.960302\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-07 14:42:01.145301\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-07 14:42:01.322327\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-07 14:42:01.604330\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-07 14:42:01.822295\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-07 14:42:02.087297\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-07 14:42:02.281303\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-07 14:42:02.483328\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-07 14:42:02.782299\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-07 14:42:03.077332\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-07 14:42:03.264330\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-07 14:42:03.561333\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-07 14:42:03.865298\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-07 14:42:04.165298\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-07 14:42:04.467327\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-07 14:42:04.742331\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-07 14:42:04.934327\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-07 14:42:05.141299\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-07 14:42:05.422323\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-07 14:42:05.679330\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-07 14:42:05.872327\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-07 14:42:06.103328\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-07 14:42:06.314296\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-07 14:42:06.510328\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-07 14:42:06.806300\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-07 14:42:07.107319\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-07 14:42:07.331297\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-07 14:42:07.545332\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-07 14:42:07.765298\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-07 14:42:07.955325\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-07 14:42:08.154330\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-07 14:42:08.368301\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-07 14:42:08.581296\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-07 14:42:08.795297\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-07 14:42:09.090307\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-07 14:42:09.279299\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-07 14:42:09.493328\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-07 14:42:09.684298\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-07 14:42:10.225305\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-07 14:42:10.408299\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-07 14:42:10.408299\t所有历史数据加载完成\n", "2021-02-07 14:42:12.122298\t逐日盯市盈亏计算完成\n", "2021-02-07 14:42:12.122298\t开始计算策略统计指标\n", "2021-02-07 14:42:12.131298\t------------------------------\n", "2021-02-07 14:42:12.131298\t首个交易日：\t2006-01-03\n", "2021-02-07 14:42:12.131298\t最后交易日：\t2020-12-29\n", "2021-02-07 14:42:12.131298\t总交易日：\t3528\n", "2021-02-07 14:42:12.131298\t盈利交易日：\t1859\n", "2021-02-07 14:42:12.131298\t亏损交易日：\t1645\n", "2021-02-07 14:42:12.131298\t起始资金：\t50,000,000.00\n", "2021-02-07 14:42:12.131298\t结束资金：\t118,358,969.64\n", "2021-02-07 14:42:12.131298\t总收益率：\t136.72%\n", "2021-02-07 14:42:12.131298\t年化收益：\t9.30%\n", "2021-02-07 14:42:12.131298\t最大回撤: \t-14,697,728.75\n", "2021-02-07 14:42:12.131298\t百分比最大回撤: -12.97%\n", "2021-02-07 14:42:12.131298\t最长回撤天数: \t170\n", "2021-02-07 14:42:12.131298\t总盈亏：\t68,358,969.64\n", "2021-02-07 14:42:12.131298\t总手续费：\t29,347,056.78\n", "2021-02-07 14:42:12.131298\t总滑点：\t0.00\n", "2021-02-07 14:42:12.131298\t总成交金额：\t29,347,056,782.12\n", "2021-02-07 14:42:12.131298\t总成交笔数：\t9927\n", "2021-02-07 14:42:12.131298\t日均盈亏：\t19,376.13\n", "2021-02-07 14:42:12.131298\t日均手续费：\t8,318.33\n", "2021-02-07 14:42:12.131298\t日均滑点：\t0.00\n", "2021-02-07 14:42:12.131298\t日均成交金额：\t8,318,326.75\n", "2021-02-07 14:42:12.131298\t日均成交笔数：\t2.813775510204082\n", "2021-02-07 14:42:12.131298\t日均收益率：\t0.02%\n", "2021-02-07 14:42:12.131298\t收益标准差：\t0.48%\n", "2021-02-07 14:42:12.131298\tSharpe Ratio：\t0.78\n", "2021-02-07 14:42:12.131298\t收益回撤比：\t4.65\n", "2021-02-07 14:42:12.131298\t策略统计指标计算完成\n", "8\n", "2021-02-07 14:42:12.138301\t开始加载历史数据\n", "2021-02-07 14:42:12.768299\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-07 14:42:13.064330\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-07 14:42:13.341331\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-07 14:42:13.568297\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-07 14:42:13.754329\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-07 14:42:13.938330\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-07 14:42:14.209297\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-07 14:42:14.420297\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-07 14:42:14.685298\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-07 14:42:14.868325\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-07 14:42:15.067329\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-07 14:42:15.364330\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-07 14:42:15.659300\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-07 14:42:15.836327\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-07 14:42:16.134330\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-07 14:42:16.425334\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-07 14:42:16.733299\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-07 14:42:17.031298\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-07 14:42:17.303297\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-07 14:42:17.493300\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-07 14:42:17.685329\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-07 14:42:18.131327\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-07 14:42:18.387296\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-07 14:42:18.589297\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-07 14:42:18.828330\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-07 14:42:19.034330\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-07 14:42:19.232321\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-07 14:42:19.521328\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-07 14:42:19.822328\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-07 14:42:20.044331\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-07 14:42:20.257316\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-07 14:42:20.475311\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-07 14:42:20.669297\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-07 14:42:20.873331\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-07 14:42:21.093298\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-07 14:42:21.316297\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-07 14:42:21.530298\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-07 14:42:21.814330\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-07 14:42:21.999301\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-07 14:42:22.218331\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-07 14:42:22.405300\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-07 14:42:22.581328\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-07 14:42:22.771328\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-07 14:42:22.771328\t所有历史数据加载完成\n", "2021-02-07 14:42:24.672328\t逐日盯市盈亏计算完成\n", "2021-02-07 14:42:24.672328\t开始计算策略统计指标\n", "2021-02-07 14:42:24.681333\t------------------------------\n", "2021-02-07 14:42:24.681333\t首个交易日：\t2006-01-03\n", "2021-02-07 14:42:24.681333\t最后交易日：\t2020-12-29\n", "2021-02-07 14:42:24.681333\t总交易日：\t3528\n", "2021-02-07 14:42:24.681333\t盈利交易日：\t1806\n", "2021-02-07 14:42:24.681333\t亏损交易日：\t1699\n", "2021-02-07 14:42:24.681333\t起始资金：\t50,000,000.00\n", "2021-02-07 14:42:24.681333\t结束资金：\t103,468,576.33\n", "2021-02-07 14:42:24.682297\t总收益率：\t106.94%\n", "2021-02-07 14:42:24.682297\t年化收益：\t7.27%\n", "2021-02-07 14:42:24.682297\t最大回撤: \t-11,969,565.98\n", "2021-02-07 14:42:24.682297\t百分比最大回撤: -14.32%\n", "2021-02-07 14:42:24.682297\t最长回撤天数: \t307\n", "2021-02-07 14:42:24.682297\t总盈亏：\t53,468,576.33\n", "2021-02-07 14:42:24.682297\t总手续费：\t29,693,003.53\n", "2021-02-07 14:42:24.682297\t总滑点：\t0.00\n", "2021-02-07 14:42:24.682297\t总成交金额：\t29,693,003,532.08\n", "2021-02-07 14:42:24.682297\t总成交笔数：\t9878\n", "2021-02-07 14:42:24.682297\t日均盈亏：\t15,155.49\n", "2021-02-07 14:42:24.682297\t日均手续费：\t8,416.38\n", "2021-02-07 14:42:24.682297\t日均滑点：\t0.00\n", "2021-02-07 14:42:24.682297\t日均成交金额：\t8,416,384.22\n", "2021-02-07 14:42:24.682297\t日均成交笔数：\t2.799886621315193\n", "2021-02-07 14:42:24.682297\t日均收益率：\t0.02%\n", "2021-02-07 14:42:24.682297\t收益标准差：\t0.52%\n", "2021-02-07 14:42:24.682297\tSharpe Ratio：\t0.61\n", "2021-02-07 14:42:24.682297\t收益回撤比：\t4.47\n", "2021-02-07 14:42:24.682297\t策略统计指标计算完成\n", "9\n", "2021-02-07 14:42:24.687331\t开始加载历史数据\n", "2021-02-07 14:42:24.990328\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-07 14:42:25.305330\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-07 14:42:25.595334\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-07 14:42:25.828331\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-07 14:42:26.018333\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-07 14:42:26.202330\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-07 14:42:26.481330\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-07 14:42:26.700330\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-07 14:42:26.970295\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-07 14:42:27.167329\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-07 14:42:27.367327\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-07 14:42:27.669327\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-07 14:42:28.302329\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-07 14:42:28.487328\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-07 14:42:28.777330\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-07 14:42:29.071301\tB99.DCE历史数据加载完成，数据量：3528\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "2021-02-07 14:42:29.366298\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-07 14:42:29.670332\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-07 14:42:29.943329\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-07 14:42:30.133328\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-07 14:42:30.327329\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-07 14:42:30.600331\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-07 14:42:30.851329\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-07 14:42:31.041302\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-07 14:42:31.269328\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-07 14:42:31.470329\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-07 14:42:31.676299\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-07 14:42:31.980298\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-07 14:42:32.286327\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-07 14:42:32.504329\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-07 14:42:32.717328\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-07 14:42:32.936328\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-07 14:42:33.131298\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-07 14:42:33.331298\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-07 14:42:33.568327\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-07 14:42:33.786298\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-07 14:42:33.999297\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-07 14:42:34.455298\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-07 14:42:34.646328\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-07 14:42:34.856331\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-07 14:42:35.048299\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-07 14:42:35.225340\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-07 14:42:35.415327\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-07 14:42:35.416331\t所有历史数据加载完成\n", "2021-02-07 14:42:37.395327\t逐日盯市盈亏计算完成\n", "2021-02-07 14:42:37.395327\t开始计算策略统计指标\n", "2021-02-07 14:42:37.402297\t------------------------------\n", "2021-02-07 14:42:37.402297\t首个交易日：\t2006-01-03\n", "2021-02-07 14:42:37.402297\t最后交易日：\t2020-12-29\n", "2021-02-07 14:42:37.402297\t总交易日：\t3528\n", "2021-02-07 14:42:37.402297\t盈利交易日：\t1829\n", "2021-02-07 14:42:37.402297\t亏损交易日：\t1677\n", "2021-02-07 14:42:37.402297\t起始资金：\t50,000,000.00\n", "2021-02-07 14:42:37.402297\t结束资金：\t116,494,726.42\n", "2021-02-07 14:42:37.402297\t总收益率：\t132.99%\n", "2021-02-07 14:42:37.402297\t年化收益：\t9.05%\n", "2021-02-07 14:42:37.402297\t最大回撤: \t-15,628,061.36\n", "2021-02-07 14:42:37.402297\t百分比最大回撤: -13.07%\n", "2021-02-07 14:42:37.402297\t最长回撤天数: \t325\n", "2021-02-07 14:42:37.402297\t总盈亏：\t66,494,726.42\n", "2021-02-07 14:42:37.402297\t总手续费：\t29,155,466.41\n", "2021-02-07 14:42:37.402297\t总滑点：\t0.00\n", "2021-02-07 14:42:37.402297\t总成交金额：\t29,155,466,409.17\n", "2021-02-07 14:42:37.402297\t总成交笔数：\t9874\n", "2021-02-07 14:42:37.403299\t日均盈亏：\t18,847.71\n", "2021-02-07 14:42:37.403299\t日均手续费：\t8,264.02\n", "2021-02-07 14:42:37.403299\t日均滑点：\t0.00\n", "2021-02-07 14:42:37.403299\t日均成交金额：\t8,264,021.09\n", "2021-02-07 14:42:37.403299\t日均成交笔数：\t2.79875283446712\n", "2021-02-07 14:42:37.404297\t日均收益率：\t0.02%\n", "2021-02-07 14:42:37.404297\t收益标准差：\t0.45%\n", "2021-02-07 14:42:37.404297\tSharpe Ratio：\t0.82\n", "2021-02-07 14:42:37.404297\t收益回撤比：\t4.25\n", "2021-02-07 14:42:37.404297\t策略统计指标计算完成\n", "2021-02-07 14:42:37.414300\t开始计算策略统计指标\n", "2021-02-07 14:42:37.420298\t------------------------------\n", "2021-02-07 14:42:37.420298\t首个交易日：\t2006-01-03\n", "2021-02-07 14:42:37.420298\t最后交易日：\t2020-12-29\n", "2021-02-07 14:42:37.420298\t总交易日：\t3528\n", "2021-02-07 14:42:37.420298\t盈利交易日：\t1832\n", "2021-02-07 14:42:37.420298\t亏损交易日：\t1675\n", "2021-02-07 14:42:37.420298\t起始资金：\t50,000,000.00\n", "2021-02-07 14:42:37.420298\t结束资金：\t116,172,823.68\n", "2021-02-07 14:42:37.421297\t总收益率：\t132.35%\n", "2021-02-07 14:42:37.421297\t年化收益：\t9.00%\n", "2021-02-07 14:42:37.421297\t最大回撤: \t-7,092,739.11\n", "2021-02-07 14:42:37.421297\t百分比最大回撤: -7.50%\n", "2021-02-07 14:42:37.421297\t最长回撤天数: \t335\n", "2021-02-07 14:42:37.421297\t总盈亏：\t66,172,823.68\n", "2021-02-07 14:42:37.421297\t总手续费：\t29,442,503.78\n", "2021-02-07 14:42:37.421297\t总滑点：\t0.00\n", "2021-02-07 14:42:37.421297\t总成交金额：\t29,442,503,776.34\n", "2021-02-07 14:42:37.421297\t总成交笔数：\t9884.5\n", "2021-02-07 14:42:37.421297\t日均盈亏：\t18,756.47\n", "2021-02-07 14:42:37.421297\t日均手续费：\t8,345.38\n", "2021-02-07 14:42:37.421297\t日均滑点：\t0.00\n", "2021-02-07 14:42:37.421297\t日均成交金额：\t8,345,380.89\n", "2021-02-07 14:42:37.421297\t日均成交笔数：\t2.8017290249433104\n", "2021-02-07 14:42:37.421297\t日均收益率：\t0.02%\n", "2021-02-07 14:42:37.421297\t收益标准差：\t0.40%\n", "2021-02-07 14:42:37.421297\tSharpe Ratio：\t0.88\n", "2021-02-07 14:42:37.421297\t收益回撤比：\t9.33\n", "2021-02-07 14:42:37.421297\t策略统计指标计算完成\n" ] }, { "data": { "application/vnd.plotly.v1+json": { "config": { "plotlyServerURL": "https://plot.ly" }, "data": [ { "mode": "lines", "name": "Balance", "type": "scatter", "x": [ "2006-01-03", "2006-01-04", "2006-01-05", "2006-01-08", "2006-01-09", "2006-01-10", "2006-01-11", "2006-01-12", "2006-01-15", "2006-01-16", "2006-01-17", "2006-01-18", "2006-01-19", "2006-01-22", "2006-01-23", "2006-01-24", "2006-02-05", "2006-02-06", "2006-02-07", "2006-02-08", "2006-02-09", "2006-02-12", "2006-02-13", "2006-02-14", "2006-02-15", "2006-02-16", "2006-02-19", "2006-02-20", "2006-02-21", "2006-02-22", "2006-02-23", "2006-02-26", "2006-02-27", "2006-02-28", "2006-03-01", "2006-03-02", "2006-03-05", "2006-03-06", "2006-03-07", "2006-03-08", "2006-03-09", "2006-03-12", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "run_strategy_complite(\n", " all_vt_symbols,\n", " return10_strategy.Return10Strategy,\n", " setting={\"holding_period\": 10},\n", " show_chart=True\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# 优化参数" ] }, { "cell_type": "code", "execution_count": 44, "metadata": {}, "outputs": [], "source": [ "from vnpy.app.cta_strategy.backtesting import OptimizationSetting" ] }, { "cell_type": "code", "execution_count": 45, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[{'return_period': 5, 'holding_period': 5},\n", " {'return_period': 5, 'holding_period': 10},\n", " {'return_period': 5, 'holding_period': 15},\n", " {'return_period': 10, 'holding_period': 5},\n", " {'return_period': 10, 'holding_period': 10},\n", " {'return_period': 10, 'holding_period': 15},\n", " {'return_period': 15, 'holding_period': 5},\n", " {'return_period': 15, 'holding_period': 10},\n", " {'return_period': 15, 'holding_period': 15},\n", " {'return_period': 20, 'holding_period': 5},\n", " {'return_period': 20, 'holding_period': 10},\n", " {'return_period': 20, 'holding_period': 15}]" ] }, "execution_count": 45, "metadata": {}, "output_type": "execute_result" } ], "source": [ "op_setting = OptimizationSetting()\n", "op_setting.add_parameter(\"return_period\",5,20,5)\n", "op_setting.add_parameter(\"holding_period\",5,15,5)\n", "op_setting.set_target(\"sharpe_ratio\")\n", "all_settings = op_setting.generate_setting()\n", "all_settings" ] }, { "cell_type": "code", "execution_count": 46, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "'sharpe_ratio'" ] }, "execution_count": 46, "metadata": {}, "output_type": "execute_result" } ], "source": [ "op_setting.target_name" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [], "source": [ "def optimize(\n", " target_name,\n", " vt_symbols,\n", " strategy,\n", " setting={},\n", " show_chart=False\n", "):\n", " holding_period = setting[\"holding_period\"]\n", " frames = 0\n", " for i in range(holding_period):\n", " print(i)\n", " setting_strategy = {\n", " \"shift_period\": i\n", " }\n", " \n", " setting_strategy.update(setting)\n", " df = show_result(\n", " vt_symbols,\n", " strategy,\n", " setting_strategy,\n", " show_chart=False\n", " )\n", " frames = frames + df[[\"balance\",\"net_pnl\",\"commission\",\"slippage\",\"turnover\",\"trade_count\"]]\n", "\n", " frames_mean = frames / holding_period \n", " engine = BacktestingEngine()\n", " engine.capital = 50_000_000\n", " statistics = engine.calculate_statistics(frames_mean)\n", " if show_chart:\n", " engine.show_chart(frames_mean)\n", " \n", " ## return \n", " target_value = statistics[target_name]\n", " return (str(setting), target_value, statistics)" ] }, { "cell_type": "code", "execution_count": 47, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "{'return_period': 5, 'holding_period': 5}\n", "{'return_period': 5, 'holding_period': 10}\n", "{'return_period': 5, 'holding_period': 15}\n", "{'return_period': 10, 'holding_period': 5}\n", "{'return_period': 10, 'holding_period': 10}\n", "{'return_period': 10, 'holding_period': 15}\n", "{'return_period': 15, 'holding_period': 5}\n", "{'return_period': 15, 'holding_period': 10}\n", "{'return_period': 15, 'holding_period': 15}\n", "{'return_period': 20, 'holding_period': 5}\n", "{'return_period': 20, 'holding_period': 10}\n", "{'return_period': 20, 'holding_period': 15}\n" ] } ], "source": [ "for setting in all_settings:\n", " print(setting)" ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "0\n", "2021-02-06 18:48:26.408312\t开始加载历史数据\n", "2021-02-06 18:48:26.723314\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:48:26.985312\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:48:27.233313\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 18:48:27.441302\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 18:48:27.596314\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:48:27.760281\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:48:28.008310\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 18:48:28.196311\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 18:48:28.429279\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 18:48:28.597309\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 18:48:28.773310\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 18:48:29.046309\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:48:29.401283\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:48:29.578310\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 18:48:29.842309\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:48:30.103310\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:48:30.370279\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:48:30.660309\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 18:48:30.899310\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 18:48:31.071280\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 18:48:31.255309\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 18:48:31.500313\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 18:48:31.723282\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 18:48:31.892310\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 18:48:32.093313\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 18:48:32.270313\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 18:48:32.523307\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 18:48:32.785311\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 18:48:33.046313\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:48:33.239310\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 18:48:33.428314\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:48:33.615309\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:48:33.786310\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 18:48:33.957309\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 18:48:34.191279\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 18:48:34.382310\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:48:34.587282\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:48:34.843282\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 18:48:35.033279\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 18:48:35.234311\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 18:48:35.399279\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:48:35.556312\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 18:48:35.730280\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:48:35.731280\t所有历史数据加载完成\n", "2021-02-06 18:48:37.637282\t逐日盯市盈亏计算完成\n", "2021-02-06 18:48:37.637282\t开始计算策略统计指标\n", "2021-02-06 18:48:37.644279\t------------------------------\n", "2021-02-06 18:48:37.644279\t首个交易日：\t2006-01-03\n", "2021-02-06 18:48:37.644279\t最后交易日：\t2020-12-29\n", "2021-02-06 18:48:37.644279\t总交易日：\t3528\n", "2021-02-06 18:48:37.644279\t盈利交易日：\t1757\n", "2021-02-06 18:48:37.644279\t亏损交易日：\t1750\n", "2021-02-06 18:48:37.644279\t起始资金：\t50,000,000.00\n", "2021-02-06 18:48:37.644279\t结束资金：\t49,481,155.71\n", "2021-02-06 18:48:37.644279\t总收益率：\t-1.04%\n", "2021-02-06 18:48:37.644279\t年化收益：\t-0.07%\n", "2021-02-06 18:48:37.644279\t最大回撤: \t-7,611,801.76\n", "2021-02-06 18:48:37.644279\t百分比最大回撤: -13.43%\n", "2021-02-06 18:48:37.644279\t最长回撤天数: \t1502\n", "2021-02-06 18:48:37.644279\t总盈亏：\t-518,844.29\n", "2021-02-06 18:48:37.644279\t总手续费：\t20,122,936.81\n", "2021-02-06 18:48:37.644279\t总滑点：\t0.00\n", "2021-02-06 18:48:37.644279\t总成交金额：\t20,122,936,806.35\n", "2021-02-06 18:48:37.644279\t总成交笔数：\t18634\n", "2021-02-06 18:48:37.644279\t日均盈亏：\t-147.06\n", "2021-02-06 18:48:37.644279\t日均手续费：\t5,703.78\n", "2021-02-06 18:48:37.644279\t日均滑点：\t0.00\n", "2021-02-06 18:48:37.644279\t日均成交金额：\t5,703,780.27\n", "2021-02-06 18:48:37.644279\t日均成交笔数：\t5.281746031746032\n", "2021-02-06 18:48:37.644279\t日均收益率：\t-0.00%\n", "2021-02-06 18:48:37.644279\t收益标准差：\t0.26%\n", "2021-02-06 18:48:37.644279\tSharpe Ratio：\t-0.02\n", "2021-02-06 18:48:37.644279\t收益回撤比：\t-0.07\n", "2021-02-06 18:48:37.644279\t策略统计指标计算完成\n", "1\n", "2021-02-06 18:48:37.647280\t开始加载历史数据\n", "2021-02-06 18:48:37.929311\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:48:38.213309\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:48:38.488282\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 18:48:38.724283\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 18:48:38.879309\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:48:39.046313\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:48:39.309309\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 18:48:39.500278\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 18:48:39.739310\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 18:48:39.905311\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 18:48:40.091283\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 18:48:40.365309\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:48:40.625320\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:48:40.785310\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 18:48:41.050280\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:48:41.313282\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:48:41.590279\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:48:42.108283\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 18:48:42.348312\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 18:48:42.519313\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 18:48:42.708283\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 18:48:42.959309\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 18:48:43.202312\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 18:48:43.377309\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 18:48:43.576312\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 18:48:43.754312\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 18:48:43.926311\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 18:48:44.211281\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 18:48:44.479281\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:48:44.701280\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 18:48:44.890281\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:48:45.076311\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:48:45.257280\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 18:48:45.433279\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 18:48:45.721279\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 18:48:45.910309\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:48:46.106282\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:48:46.392283\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 18:48:46.576283\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 18:48:46.763312\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 18:48:46.929310\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:48:47.096282\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 18:48:47.262283\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:48:47.262283\t所有历史数据加载完成\n", "2021-02-06 18:48:49.238312\t逐日盯市盈亏计算完成\n", "2021-02-06 18:48:49.238312\t开始计算策略统计指标\n", "2021-02-06 18:48:49.244309\t------------------------------\n", "2021-02-06 18:48:49.244309\t首个交易日：\t2006-01-03\n", "2021-02-06 18:48:49.244309\t最后交易日：\t2020-12-29\n", "2021-02-06 18:48:49.244309\t总交易日：\t3528\n", "2021-02-06 18:48:49.244309\t盈利交易日：\t1793\n", "2021-02-06 18:48:49.244309\t亏损交易日：\t1710\n", "2021-02-06 18:48:49.244309\t起始资金：\t50,000,000.00\n", "2021-02-06 18:48:49.244309\t结束资金：\t58,497,369.61\n", "2021-02-06 18:48:49.244309\t总收益率：\t16.99%\n", "2021-02-06 18:48:49.244309\t年化收益：\t1.16%\n", "2021-02-06 18:48:49.244309\t最大回撤: \t-11,910,021.46\n", "2021-02-06 18:48:49.244309\t百分比最大回撤: -17.48%\n", "2021-02-06 18:48:49.244309\t最长回撤天数: \t1434\n", "2021-02-06 18:48:49.244309\t总盈亏：\t8,497,369.61\n", "2021-02-06 18:48:49.244309\t总手续费：\t19,771,599.86\n", "2021-02-06 18:48:49.244309\t总滑点：\t0.00\n", "2021-02-06 18:48:49.244309\t总成交金额：\t19,771,599,856.40\n", "2021-02-06 18:48:49.244309\t总成交笔数：\t18571\n", "2021-02-06 18:48:49.244309\t日均盈亏：\t2,408.55\n", "2021-02-06 18:48:49.244309\t日均手续费：\t5,604.19\n", "2021-02-06 18:48:49.244309\t日均滑点：\t0.00\n", "2021-02-06 18:48:49.244309\t日均成交金额：\t5,604,194.97\n", "2021-02-06 18:48:49.244309\t日均成交笔数：\t5.263888888888889\n", "2021-02-06 18:48:49.244309\t日均收益率：\t0.00%\n", "2021-02-06 18:48:49.244309\t收益标准差：\t0.24%\n", "2021-02-06 18:48:49.244309\tSharpe Ratio：\t0.29\n", "2021-02-06 18:48:49.244309\t收益回撤比：\t0.71\n", "2021-02-06 18:48:49.245307\t策略统计指标计算完成\n", "2\n", "2021-02-06 18:48:49.250281\t开始加载历史数据\n", "2021-02-06 18:48:49.549281\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:48:49.838283\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:48:50.127283\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 18:48:50.335312\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 18:48:50.512310\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:48:50.672310\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:48:50.938280\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 18:48:51.129313\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 18:48:51.351309\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 18:48:51.522311\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 18:48:51.719283\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 18:48:52.018285\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:48:52.288315\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:48:52.451313\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 18:48:52.712312\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:48:52.978309\tB99.DCE历史数据加载完成，数据量：3528\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "2021-02-06 18:48:53.244312\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:48:53.509311\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 18:48:53.752309\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 18:48:53.927309\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 18:48:54.107310\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 18:48:54.374309\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 18:48:54.596279\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 18:48:54.765309\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 18:48:54.992283\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 18:48:55.193311\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 18:48:55.377280\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 18:48:55.641315\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 18:48:55.906309\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:48:56.102283\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 18:48:56.312279\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:48:56.803283\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:48:56.996279\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 18:48:57.195283\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 18:48:57.413279\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 18:48:57.624280\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:48:57.810280\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:48:58.068283\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 18:48:58.243309\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 18:48:58.428309\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 18:48:58.622283\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:48:58.800283\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 18:48:58.963309\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:48:58.963309\t所有历史数据加载完成\n", "2021-02-06 18:49:00.993283\t逐日盯市盈亏计算完成\n", "2021-02-06 18:49:00.993283\t开始计算策略统计指标\n", "2021-02-06 18:49:01.000279\t------------------------------\n", "2021-02-06 18:49:01.000279\t首个交易日：\t2006-01-03\n", "2021-02-06 18:49:01.000279\t最后交易日：\t2020-12-29\n", "2021-02-06 18:49:01.000279\t总交易日：\t3528\n", "2021-02-06 18:49:01.000279\t盈利交易日：\t1821\n", "2021-02-06 18:49:01.000279\t亏损交易日：\t1683\n", "2021-02-06 18:49:01.000279\t起始资金：\t50,000,000.00\n", "2021-02-06 18:49:01.000279\t结束资金：\t62,362,524.06\n", "2021-02-06 18:49:01.000279\t总收益率：\t24.73%\n", "2021-02-06 18:49:01.000279\t年化收益：\t1.68%\n", "2021-02-06 18:49:01.000279\t最大回撤: \t-8,983,919.49\n", "2021-02-06 18:49:01.000279\t百分比最大回撤: -13.43%\n", "2021-02-06 18:49:01.000279\t最长回撤天数: \t827\n", "2021-02-06 18:49:01.000279\t总盈亏：\t12,362,524.06\n", "2021-02-06 18:49:01.000279\t总手续费：\t19,454,820.02\n", "2021-02-06 18:49:01.000279\t总滑点：\t0.00\n", "2021-02-06 18:49:01.000279\t总成交金额：\t19,454,820,020.56\n", "2021-02-06 18:49:01.000279\t总成交笔数：\t18556\n", "2021-02-06 18:49:01.000279\t日均盈亏：\t3,504.12\n", "2021-02-06 18:49:01.000279\t日均手续费：\t5,514.40\n", "2021-02-06 18:49:01.001278\t日均滑点：\t0.00\n", "2021-02-06 18:49:01.001278\t日均成交金额：\t5,514,404.77\n", "2021-02-06 18:49:01.001278\t日均成交笔数：\t5.259637188208616\n", "2021-02-06 18:49:01.001278\t日均收益率：\t0.01%\n", "2021-02-06 18:49:01.001278\t收益标准差：\t0.23%\n", "2021-02-06 18:49:01.001278\tSharpe Ratio：\t0.43\n", "2021-02-06 18:49:01.001278\t收益回撤比：\t1.38\n", "2021-02-06 18:49:01.001278\t策略统计指标计算完成\n", "3\n", "2021-02-06 18:49:01.007278\t开始加载历史数据\n", "2021-02-06 18:49:01.312283\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:49:01.577310\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:49:01.832310\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 18:49:02.038310\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 18:49:02.194322\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:49:02.365283\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:49:02.606310\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 18:49:02.822280\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 18:49:03.070310\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 18:49:03.261283\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 18:49:03.437311\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 18:49:03.701311\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:49:03.992283\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:49:04.168282\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 18:49:04.433310\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:49:04.696309\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:49:04.966282\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:49:05.226307\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 18:49:05.466309\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 18:49:05.665280\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 18:49:05.854282\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 18:49:06.130283\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 18:49:06.381283\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 18:49:06.569283\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 18:49:06.786283\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 18:49:06.997280\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 18:49:07.182311\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 18:49:07.695309\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 18:49:07.964283\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:49:08.183279\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 18:49:08.370277\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:49:08.556315\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:49:08.720307\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 18:49:08.895309\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 18:49:09.109280\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 18:49:09.320280\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:49:09.505309\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:49:09.777279\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 18:49:09.966282\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 18:49:10.147307\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 18:49:10.308311\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:49:10.480283\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 18:49:10.651309\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:49:10.651309\t所有历史数据加载完成\n", "2021-02-06 18:49:12.692312\t逐日盯市盈亏计算完成\n", "2021-02-06 18:49:12.693313\t开始计算策略统计指标\n", "2021-02-06 18:49:12.699309\t------------------------------\n", "2021-02-06 18:49:12.699309\t首个交易日：\t2006-01-03\n", "2021-02-06 18:49:12.699309\t最后交易日：\t2020-12-29\n", "2021-02-06 18:49:12.699309\t总交易日：\t3528\n", "2021-02-06 18:49:12.699309\t盈利交易日：\t1723\n", "2021-02-06 18:49:12.699309\t亏损交易日：\t1782\n", "2021-02-06 18:49:12.699309\t起始资金：\t50,000,000.00\n", "2021-02-06 18:49:12.699309\t结束资金：\t39,264,181.54\n", "2021-02-06 18:49:12.699309\t总收益率：\t-21.47%\n", "2021-02-06 18:49:12.699309\t年化收益：\t-1.46%\n", "2021-02-06 18:49:12.699309\t最大回撤: \t-18,945,101.84\n", "2021-02-06 18:49:12.699309\t百分比最大回撤: -33.21%\n", "2021-02-06 18:49:12.699309\t最长回撤天数: \t3976\n", "2021-02-06 18:49:12.699309\t总盈亏：\t-10,735,818.46\n", "2021-02-06 18:49:12.699309\t总手续费：\t20,142,744.97\n", "2021-02-06 18:49:12.699309\t总滑点：\t0.00\n", "2021-02-06 18:49:12.699309\t总成交金额：\t20,142,744,968.94\n", "2021-02-06 18:49:12.699309\t总成交笔数：\t18590\n", "2021-02-06 18:49:12.699309\t日均盈亏：\t-3,043.03\n", "2021-02-06 18:49:12.699309\t日均手续费：\t5,709.39\n", "2021-02-06 18:49:12.699309\t日均滑点：\t0.00\n", "2021-02-06 18:49:12.699309\t日均成交金额：\t5,709,394.83\n", "2021-02-06 18:49:12.699309\t日均成交笔数：\t5.269274376417234\n", "2021-02-06 18:49:12.699309\t日均收益率：\t-0.01%\n", "2021-02-06 18:49:12.699309\t收益标准差：\t0.30%\n", "2021-02-06 18:49:12.699309\tSharpe Ratio：\t-0.36\n", "2021-02-06 18:49:12.699309\t收益回撤比：\t-0.57\n", "2021-02-06 18:49:12.700279\t策略统计指标计算完成\n", "4\n", "2021-02-06 18:49:12.704279\t开始加载历史数据\n", "2021-02-06 18:49:12.968313\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:49:13.247283\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:49:13.524280\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 18:49:13.725306\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 18:49:13.881312\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:49:14.048282\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:49:14.321283\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 18:49:14.534280\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 18:49:14.761309\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 18:49:14.935309\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 18:49:15.115309\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 18:49:15.405300\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:49:15.674312\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:49:15.834313\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 18:49:16.106280\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:49:16.375278\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:49:16.651283\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:49:16.943283\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 18:49:17.482279\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 18:49:17.686280\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 18:49:17.862309\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 18:49:18.111309\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 18:49:18.337279\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 18:49:18.532283\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 18:49:18.767312\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 18:49:18.945313\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 18:49:19.118312\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 18:49:19.384312\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 18:49:19.664310\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:49:19.855310\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 18:49:20.043309\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:49:20.254279\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:49:20.430283\tLR99.CZCE历史数据加载完成，数据量：1532\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "2021-02-06 18:49:20.631282\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 18:49:20.820309\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 18:49:21.007310\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:49:21.291280\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:49:21.581283\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 18:49:21.751312\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 18:49:21.951283\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 18:49:22.121310\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:49:22.274312\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 18:49:22.437312\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:49:22.437312\t所有历史数据加载完成\n", "2021-02-06 18:49:24.151309\t逐日盯市盈亏计算完成\n", "2021-02-06 18:49:24.151309\t开始计算策略统计指标\n", "2021-02-06 18:49:24.157309\t------------------------------\n", "2021-02-06 18:49:24.157309\t首个交易日：\t2006-01-03\n", "2021-02-06 18:49:24.157309\t最后交易日：\t2020-12-29\n", "2021-02-06 18:49:24.157309\t总交易日：\t3528\n", "2021-02-06 18:49:24.157309\t盈利交易日：\t1717\n", "2021-02-06 18:49:24.157309\t亏损交易日：\t1789\n", "2021-02-06 18:49:24.157309\t起始资金：\t50,000,000.00\n", "2021-02-06 18:49:24.157309\t结束资金：\t45,552,271.74\n", "2021-02-06 18:49:24.157309\t总收益率：\t-8.90%\n", "2021-02-06 18:49:24.157309\t年化收益：\t-0.61%\n", "2021-02-06 18:49:24.157309\t最大回撤: \t-14,081,422.31\n", "2021-02-06 18:49:24.157309\t百分比最大回撤: -24.03%\n", "2021-02-06 18:49:24.157309\t最长回撤天数: \t1597\n", "2021-02-06 18:49:24.158310\t总盈亏：\t-4,447,728.26\n", "2021-02-06 18:49:24.158310\t总手续费：\t20,215,464.14\n", "2021-02-06 18:49:24.158310\t总滑点：\t0.00\n", "2021-02-06 18:49:24.158310\t总成交金额：\t20,215,464,140.55\n", "2021-02-06 18:49:24.158310\t总成交笔数：\t18669\n", "2021-02-06 18:49:24.158310\t日均盈亏：\t-1,260.69\n", "2021-02-06 18:49:24.158310\t日均手续费：\t5,730.01\n", "2021-02-06 18:49:24.158310\t日均滑点：\t0.00\n", "2021-02-06 18:49:24.158310\t日均成交金额：\t5,730,006.84\n", "2021-02-06 18:49:24.158310\t日均成交笔数：\t5.291666666666667\n", "2021-02-06 18:49:24.158310\t日均收益率：\t-0.00%\n", "2021-02-06 18:49:24.158310\t收益标准差：\t0.26%\n", "2021-02-06 18:49:24.158310\tSharpe Ratio：\t-0.16\n", "2021-02-06 18:49:24.158310\t收益回撤比：\t-0.32\n", "2021-02-06 18:49:24.158310\t策略统计指标计算完成\n", "2021-02-06 18:49:24.163309\t开始计算策略统计指标\n", "2021-02-06 18:49:24.169280\t------------------------------\n", "2021-02-06 18:49:24.169280\t首个交易日：\t2006-01-03\n", "2021-02-06 18:49:24.169280\t最后交易日：\t2020-12-29\n", "2021-02-06 18:49:24.169280\t总交易日：\t3528\n", "2021-02-06 18:49:24.169280\t盈利交易日：\t1732\n", "2021-02-06 18:49:24.169280\t亏损交易日：\t1775\n", "2021-02-06 18:49:24.169280\t起始资金：\t50,000,000.00\n", "2021-02-06 18:49:24.169280\t结束资金：\t51,031,500.54\n", "2021-02-06 18:49:24.169280\t总收益率：\t2.06%\n", "2021-02-06 18:49:24.169280\t年化收益：\t0.14%\n", "2021-02-06 18:49:24.169280\t最大回撤: \t-10,270,213.29\n", "2021-02-06 18:49:24.169280\t百分比最大回撤: -17.05%\n", "2021-02-06 18:49:24.169280\t最长回撤天数: \t1455\n", "2021-02-06 18:49:24.169280\t总盈亏：\t1,031,500.54\n", "2021-02-06 18:49:24.169280\t总手续费：\t19,941,513.16\n", "2021-02-06 18:49:24.169280\t总滑点：\t0.00\n", "2021-02-06 18:49:24.169280\t总成交金额：\t19,941,513,158.56\n", "2021-02-06 18:49:24.169280\t总成交笔数：\t18604.0\n", "2021-02-06 18:49:24.169280\t日均盈亏：\t292.38\n", "2021-02-06 18:49:24.169280\t日均手续费：\t5,652.36\n", "2021-02-06 18:49:24.169280\t日均滑点：\t0.00\n", "2021-02-06 18:49:24.169280\t日均成交金额：\t5,652,356.34\n", "2021-02-06 18:49:24.169280\t日均成交笔数：\t5.273242630385488\n", "2021-02-06 18:49:24.169280\t日均收益率：\t0.00%\n", "2021-02-06 18:49:24.169280\t收益标准差：\t0.21%\n", "2021-02-06 18:49:24.169280\tSharpe Ratio：\t-0.05\n", "2021-02-06 18:49:24.169280\t收益回撤比：\t0.10\n", "2021-02-06 18:49:24.170305\t策略统计指标计算完成\n", "0\n", "2021-02-06 18:49:24.170305\t开始加载历史数据\n", "2021-02-06 18:49:24.688280\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:49:24.951279\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:49:25.202282\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 18:49:25.411280\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 18:49:25.566310\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:49:25.739283\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:49:25.990310\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 18:49:26.181310\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 18:49:26.408280\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 18:49:26.599317\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 18:49:26.774310\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 18:49:27.044312\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:49:27.306312\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:49:27.535311\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 18:49:27.796281\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:49:28.063283\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:49:28.340279\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:49:28.625307\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 18:49:28.871279\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 18:49:29.056314\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 18:49:29.245311\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 18:49:29.526283\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 18:49:29.785283\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 18:49:29.982279\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 18:49:30.206279\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 18:49:30.387279\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 18:49:30.564309\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 18:49:30.947283\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 18:49:31.248282\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:49:31.470280\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 18:49:31.660311\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:49:31.849280\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:49:32.038283\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 18:49:32.221309\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 18:49:32.427280\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 18:49:32.621311\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:49:32.805313\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:49:33.055314\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 18:49:33.252283\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 18:49:33.434310\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 18:49:33.626282\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:49:33.800283\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 18:49:33.989278\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:49:33.989278\t所有历史数据加载完成\n", "2021-02-06 18:49:35.772311\t逐日盯市盈亏计算完成\n", "2021-02-06 18:49:35.772311\t开始计算策略统计指标\n", "2021-02-06 18:49:35.778310\t------------------------------\n", "2021-02-06 18:49:35.778310\t首个交易日：\t2006-01-03\n", "2021-02-06 18:49:35.778310\t最后交易日：\t2020-12-29\n", "2021-02-06 18:49:35.778310\t总交易日：\t3528\n", "2021-02-06 18:49:35.778310\t盈利交易日：\t1857\n", "2021-02-06 18:49:35.779311\t亏损交易日：\t1650\n", "2021-02-06 18:49:35.779311\t起始资金：\t50,000,000.00\n", "2021-02-06 18:49:35.779311\t结束资金：\t73,947,057.24\n", "2021-02-06 18:49:35.779311\t总收益率：\t47.89%\n", "2021-02-06 18:49:35.779311\t年化收益：\t3.26%\n", "2021-02-06 18:49:35.779311\t最大回撤: \t-3,324,301.05\n", "2021-02-06 18:49:35.779311\t百分比最大回撤: -5.04%\n", "2021-02-06 18:49:35.779311\t最长回撤天数: \t140\n", "2021-02-06 18:49:35.779311\t总盈亏：\t23,947,057.24\n", "2021-02-06 18:49:35.779311\t总手续费：\t9,720,980.92\n", "2021-02-06 18:49:35.779311\t总滑点：\t0.00\n", "2021-02-06 18:49:35.779311\t总成交金额：\t9,720,980,924.07\n", "2021-02-06 18:49:35.779311\t总成交笔数：\t9509\n", "2021-02-06 18:49:35.779311\t日均盈亏：\t6,787.71\n", "2021-02-06 18:49:35.779311\t日均手续费：\t2,755.38\n", "2021-02-06 18:49:35.779311\t日均滑点：\t0.00\n", "2021-02-06 18:49:35.779311\t日均成交金额：\t2,755,380.08\n", "2021-02-06 18:49:35.779311\t日均成交笔数：\t2.695294784580499\n", "2021-02-06 18:49:35.779311\t日均收益率：\t0.01%\n", "2021-02-06 18:49:35.779311\t收益标准差：\t0.22%\n", "2021-02-06 18:49:35.779311\tSharpe Ratio：\t0.79\n", "2021-02-06 18:49:35.779311\t收益回撤比：\t7.20\n", "2021-02-06 18:49:35.779311\t策略统计指标计算完成\n", "1\n", "2021-02-06 18:49:35.781312\t开始加载历史数据\n", "2021-02-06 18:49:36.050307\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:49:36.315313\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:49:36.564313\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 18:49:36.767309\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 18:49:36.925279\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:49:37.087313\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:49:37.323311\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 18:49:37.516311\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 18:49:37.745313\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 18:49:37.922312\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 18:49:38.121282\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 18:49:38.407311\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:49:38.667311\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:49:38.825280\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 18:49:39.087309\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:49:39.347279\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:49:39.613279\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:49:39.881315\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 18:49:40.121310\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 18:49:40.293312\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 18:49:40.467314\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 18:49:40.714312\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 18:49:40.937310\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 18:49:41.108311\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 18:49:41.318310\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 18:49:41.499279\tJM99.DCE历史数据加载完成，数据量：1834\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "2021-02-06 18:49:41.929314\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 18:49:42.194312\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 18:49:42.465311\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:49:42.673314\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 18:49:42.859310\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:49:43.061283\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:49:43.252282\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 18:49:43.451283\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 18:49:43.655282\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 18:49:43.867279\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:49:44.066283\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:49:44.328309\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 18:49:44.496309\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 18:49:44.697282\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 18:49:44.861309\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:49:45.038282\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 18:49:45.204310\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:49:45.204310\t所有历史数据加载完成\n", "2021-02-06 18:49:46.953312\t逐日盯市盈亏计算完成\n", "2021-02-06 18:49:46.954312\t开始计算策略统计指标\n", "2021-02-06 18:49:46.960307\t------------------------------\n", "2021-02-06 18:49:46.960307\t首个交易日：\t2006-01-03\n", "2021-02-06 18:49:46.960307\t最后交易日：\t2020-12-29\n", "2021-02-06 18:49:46.960307\t总交易日：\t3528\n", "2021-02-06 18:49:46.960307\t盈利交易日：\t1861\n", "2021-02-06 18:49:46.960307\t亏损交易日：\t1637\n", "2021-02-06 18:49:46.960307\t起始资金：\t50,000,000.00\n", "2021-02-06 18:49:46.960307\t结束资金：\t74,639,320.73\n", "2021-02-06 18:49:46.960307\t总收益率：\t49.28%\n", "2021-02-06 18:49:46.960307\t年化收益：\t3.35%\n", "2021-02-06 18:49:46.960307\t最大回撤: \t-4,649,078.90\n", "2021-02-06 18:49:46.960307\t百分比最大回撤: -6.25%\n", "2021-02-06 18:49:46.960307\t最长回撤天数: \t181\n", "2021-02-06 18:49:46.960307\t总盈亏：\t24,639,320.73\n", "2021-02-06 18:49:46.960307\t总手续费：\t9,509,185.65\n", "2021-02-06 18:49:46.960307\t总滑点：\t0.00\n", "2021-02-06 18:49:46.960307\t总成交金额：\t9,509,185,651.39\n", "2021-02-06 18:49:46.960307\t总成交笔数：\t9460\n", "2021-02-06 18:49:46.960307\t日均盈亏：\t6,983.93\n", "2021-02-06 18:49:46.960307\t日均手续费：\t2,695.35\n", "2021-02-06 18:49:46.960307\t日均滑点：\t0.00\n", "2021-02-06 18:49:46.960307\t日均成交金额：\t2,695,347.41\n", "2021-02-06 18:49:46.960307\t日均成交笔数：\t2.68140589569161\n", "2021-02-06 18:49:46.960307\t日均收益率：\t0.01%\n", "2021-02-06 18:49:46.960307\t收益标准差：\t0.22%\n", "2021-02-06 18:49:46.960307\tSharpe Ratio：\t0.82\n", "2021-02-06 18:49:46.961309\t收益回撤比：\t5.30\n", "2021-02-06 18:49:46.961309\t策略统计指标计算完成\n", "2\n", "2021-02-06 18:49:46.966310\t开始加载历史数据\n", "2021-02-06 18:49:47.244309\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:49:47.509309\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:49:47.756312\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 18:49:47.966309\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 18:49:48.126309\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:49:48.299282\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:49:48.546307\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 18:49:48.731306\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 18:49:48.984282\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 18:49:49.177283\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 18:49:49.362279\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 18:49:49.638282\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:49:49.902283\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:49:50.083310\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 18:49:50.344294\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:49:50.607280\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:49:50.905282\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:49:51.207309\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 18:49:51.453282\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 18:49:51.627312\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 18:49:51.802312\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 18:49:52.293297\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 18:49:52.539279\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 18:49:52.714282\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 18:49:52.920308\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 18:49:53.110312\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 18:49:53.298309\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 18:49:53.561310\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 18:49:53.857283\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:49:54.080279\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 18:49:54.268309\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:49:54.463310\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:49:54.627307\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 18:49:54.822282\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 18:49:55.009312\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 18:49:55.220283\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:49:55.430280\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:49:55.689280\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 18:49:55.972282\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 18:49:56.156307\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 18:49:56.335280\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:49:56.508282\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 18:49:56.689282\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:49:56.689282\t所有历史数据加载完成\n", "2021-02-06 18:49:58.254314\t逐日盯市盈亏计算完成\n", "2021-02-06 18:49:58.254314\t开始计算策略统计指标\n", "2021-02-06 18:49:58.261280\t------------------------------\n", "2021-02-06 18:49:58.261280\t首个交易日：\t2006-01-03\n", "2021-02-06 18:49:58.261280\t最后交易日：\t2020-12-29\n", "2021-02-06 18:49:58.261280\t总交易日：\t3528\n", "2021-02-06 18:49:58.261280\t盈利交易日：\t1856\n", "2021-02-06 18:49:58.261280\t亏损交易日：\t1643\n", "2021-02-06 18:49:58.261280\t起始资金：\t50,000,000.00\n", "2021-02-06 18:49:58.261280\t结束资金：\t83,618,664.90\n", "2021-02-06 18:49:58.261280\t总收益率：\t67.24%\n", "2021-02-06 18:49:58.261280\t年化收益：\t4.57%\n", "2021-02-06 18:49:58.261280\t最大回撤: \t-4,842,691.58\n", "2021-02-06 18:49:58.261280\t百分比最大回撤: -6.02%\n", "2021-02-06 18:49:58.261280\t最长回撤天数: \t288\n", "2021-02-06 18:49:58.261280\t总盈亏：\t33,618,664.90\n", "2021-02-06 18:49:58.261280\t总手续费：\t9,616,397.54\n", "2021-02-06 18:49:58.261280\t总滑点：\t0.00\n", "2021-02-06 18:49:58.261280\t总成交金额：\t9,616,397,537.58\n", "2021-02-06 18:49:58.261280\t总成交笔数：\t9457\n", "2021-02-06 18:49:58.261280\t日均盈亏：\t9,529.10\n", "2021-02-06 18:49:58.261280\t日均手续费：\t2,725.74\n", "2021-02-06 18:49:58.261280\t日均滑点：\t0.00\n", "2021-02-06 18:49:58.261280\t日均成交金额：\t2,725,736.26\n", "2021-02-06 18:49:58.261280\t日均成交笔数：\t2.6805555555555554\n", "2021-02-06 18:49:58.261280\t日均收益率：\t0.01%\n", "2021-02-06 18:49:58.261280\t收益标准差：\t0.20%\n", "2021-02-06 18:49:58.261280\tSharpe Ratio：\t1.13\n", "2021-02-06 18:49:58.261280\t收益回撤比：\t6.94\n", "2021-02-06 18:49:58.262310\t策略统计指标计算完成\n", "3\n", "2021-02-06 18:49:58.266309\t开始加载历史数据\n", "2021-02-06 18:49:58.533311\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:49:58.804283\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:49:59.056310\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 18:49:59.255280\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 18:49:59.414316\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:49:59.589279\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:49:59.839282\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 18:50:00.033312\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 18:50:00.256309\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 18:50:00.424309\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 18:50:00.840280\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 18:50:01.130283\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:50:01.419280\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:50:01.600283\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 18:50:01.863280\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:50:02.147309\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:50:02.411310\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:50:02.677283\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 18:50:02.920284\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 18:50:03.113280\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 18:50:03.301310\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 18:50:03.542309\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 18:50:03.846312\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 18:50:04.019310\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 18:50:04.222280\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 18:50:04.405310\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 18:50:04.583309\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 18:50:04.843309\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 18:50:05.105312\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:50:05.298310\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 18:50:05.486310\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:50:05.702279\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:50:05.872310\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 18:50:06.043311\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 18:50:06.229309\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 18:50:06.417309\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:50:06.598310\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:50:06.847310\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 18:50:07.032283\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 18:50:07.216309\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 18:50:07.378312\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:50:07.544280\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 18:50:07.730283\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:50:07.730283\t所有历史数据加载完成\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "2021-02-06 18:50:09.405312\t逐日盯市盈亏计算完成\n", "2021-02-06 18:50:09.405312\t开始计算策略统计指标\n", "2021-02-06 18:50:09.411310\t------------------------------\n", "2021-02-06 18:50:09.412309\t首个交易日：\t2006-01-03\n", "2021-02-06 18:50:09.412309\t最后交易日：\t2020-12-29\n", "2021-02-06 18:50:09.412309\t总交易日：\t3528\n", "2021-02-06 18:50:09.412309\t盈利交易日：\t1793\n", "2021-02-06 18:50:09.412309\t亏损交易日：\t1707\n", "2021-02-06 18:50:09.412309\t起始资金：\t50,000,000.00\n", "2021-02-06 18:50:09.412309\t结束资金：\t67,749,430.92\n", "2021-02-06 18:50:09.412309\t总收益率：\t35.50%\n", "2021-02-06 18:50:09.412309\t年化收益：\t2.41%\n", "2021-02-06 18:50:09.412309\t最大回撤: \t-4,001,716.80\n", "2021-02-06 18:50:09.412309\t百分比最大回撤: -5.96%\n", "2021-02-06 18:50:09.412309\t最长回撤天数: \t260\n", "2021-02-06 18:50:09.412309\t总盈亏：\t17,749,430.92\n", "2021-02-06 18:50:09.412309\t总手续费：\t9,729,061.93\n", "2021-02-06 18:50:09.412309\t总滑点：\t0.00\n", "2021-02-06 18:50:09.412309\t总成交金额：\t9,729,061,929.85\n", "2021-02-06 18:50:09.412309\t总成交笔数：\t9451\n", "2021-02-06 18:50:09.412309\t日均盈亏：\t5,031.02\n", "2021-02-06 18:50:09.412309\t日均手续费：\t2,757.67\n", "2021-02-06 18:50:09.412309\t日均滑点：\t0.00\n", "2021-02-06 18:50:09.412309\t日均成交金额：\t2,757,670.62\n", "2021-02-06 18:50:09.412309\t日均成交笔数：\t2.678854875283447\n", "2021-02-06 18:50:09.412309\t日均收益率：\t0.01%\n", "2021-02-06 18:50:09.412309\t收益标准差：\t0.22%\n", "2021-02-06 18:50:09.412309\tSharpe Ratio：\t0.60\n", "2021-02-06 18:50:09.412309\t收益回撤比：\t4.44\n", "2021-02-06 18:50:09.412309\t策略统计指标计算完成\n", "4\n", "2021-02-06 18:50:09.417309\t开始加载历史数据\n", "2021-02-06 18:50:09.717280\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:50:09.987283\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:50:10.268282\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 18:50:10.476279\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 18:50:10.633309\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:50:10.798283\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:50:11.060309\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 18:50:11.250313\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 18:50:11.490311\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 18:50:11.662283\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 18:50:11.857282\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 18:50:12.152283\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:50:12.448279\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:50:12.611309\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 18:50:12.896311\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:50:13.176309\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:50:13.675283\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:50:13.968282\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 18:50:14.211279\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 18:50:14.401282\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 18:50:14.594282\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 18:50:14.835310\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 18:50:15.056313\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 18:50:15.224309\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 18:50:15.427312\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 18:50:15.604312\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 18:50:15.778309\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 18:50:16.038312\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 18:50:16.299344\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:50:16.491309\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 18:50:16.678309\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:50:16.865309\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:50:17.035310\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 18:50:17.315283\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 18:50:17.527280\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 18:50:17.710309\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:50:17.890309\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:50:18.143312\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 18:50:18.308310\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 18:50:18.504282\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 18:50:18.667310\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:50:18.831282\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 18:50:19.012282\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:50:19.013282\t所有历史数据加载完成\n", "2021-02-06 18:50:20.565311\t逐日盯市盈亏计算完成\n", "2021-02-06 18:50:20.565311\t开始计算策略统计指标\n", "2021-02-06 18:50:20.572311\t------------------------------\n", "2021-02-06 18:50:20.572311\t首个交易日：\t2006-01-03\n", "2021-02-06 18:50:20.572311\t最后交易日：\t2020-12-29\n", "2021-02-06 18:50:20.572311\t总交易日：\t3528\n", "2021-02-06 18:50:20.572311\t盈利交易日：\t1773\n", "2021-02-06 18:50:20.572311\t亏损交易日：\t1728\n", "2021-02-06 18:50:20.572311\t起始资金：\t50,000,000.00\n", "2021-02-06 18:50:20.572311\t结束资金：\t58,252,368.53\n", "2021-02-06 18:50:20.572311\t总收益率：\t16.50%\n", "2021-02-06 18:50:20.572311\t年化收益：\t1.12%\n", "2021-02-06 18:50:20.572311\t最大回撤: \t-3,960,706.74\n", "2021-02-06 18:50:20.572311\t百分比最大回撤: -7.08%\n", "2021-02-06 18:50:20.572311\t最长回撤天数: \t93\n", "2021-02-06 18:50:20.572311\t总盈亏：\t8,252,368.53\n", "2021-02-06 18:50:20.572311\t总手续费：\t9,884,670.21\n", "2021-02-06 18:50:20.572311\t总滑点：\t0.00\n", "2021-02-06 18:50:20.572311\t总成交金额：\t9,884,670,209.56\n", "2021-02-06 18:50:20.572311\t总成交笔数：\t9513\n", "2021-02-06 18:50:20.572311\t日均盈亏：\t2,339.11\n", "2021-02-06 18:50:20.572311\t日均手续费：\t2,801.78\n", "2021-02-06 18:50:20.572311\t日均滑点：\t0.00\n", "2021-02-06 18:50:20.572311\t日均成交金额：\t2,801,777.27\n", "2021-02-06 18:50:20.572311\t日均成交笔数：\t2.6964285714285716\n", "2021-02-06 18:50:20.572311\t日均收益率：\t0.00%\n", "2021-02-06 18:50:20.572311\t收益标准差：\t0.24%\n", "2021-02-06 18:50:20.572311\tSharpe Ratio：\t0.28\n", "2021-02-06 18:50:20.572311\t收益回撤比：\t2.08\n", "2021-02-06 18:50:20.573309\t策略统计指标计算完成\n", "5\n", "2021-02-06 18:50:20.579310\t开始加载历史数据\n", "2021-02-06 18:50:21.068309\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:50:21.332309\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:50:21.585282\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 18:50:21.791310\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 18:50:21.973283\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:50:22.151283\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:50:22.423283\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 18:50:22.611310\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 18:50:22.836310\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 18:50:23.003312\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 18:50:23.201283\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 18:50:23.500283\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:50:23.766280\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:50:23.997283\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 18:50:24.261309\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:50:24.554282\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:50:24.856282\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:50:25.147311\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 18:50:25.392310\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 18:50:25.580309\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 18:50:25.753312\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 18:50:26.058312\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 18:50:26.313283\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 18:50:26.490279\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 18:50:26.698309\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 18:50:26.883283\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 18:50:27.079285\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 18:50:27.431312\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 18:50:27.734312\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:50:27.968283\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 18:50:28.181281\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:50:28.389279\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:50:28.559307\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 18:50:28.753282\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 18:50:28.942315\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 18:50:29.128312\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:50:29.313311\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:50:29.562312\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 18:50:29.725312\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 18:50:29.917283\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 18:50:30.080314\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:50:30.237309\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 18:50:30.402309\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:50:30.402309\t所有历史数据加载完成\n", "2021-02-06 18:50:32.172312\t逐日盯市盈亏计算完成\n", "2021-02-06 18:50:32.173309\t开始计算策略统计指标\n", "2021-02-06 18:50:32.179311\t------------------------------\n", "2021-02-06 18:50:32.179311\t首个交易日：\t2006-01-03\n", "2021-02-06 18:50:32.179311\t最后交易日：\t2020-12-29\n", "2021-02-06 18:50:32.179311\t总交易日：\t3528\n", "2021-02-06 18:50:32.179311\t盈利交易日：\t1752\n", "2021-02-06 18:50:32.179311\t亏损交易日：\t1750\n", "2021-02-06 18:50:32.180279\t起始资金：\t50,000,000.00\n", "2021-02-06 18:50:32.180279\t结束资金：\t55,435,157.58\n", "2021-02-06 18:50:32.180279\t总收益率：\t10.87%\n", "2021-02-06 18:50:32.180279\t年化收益：\t0.74%\n", "2021-02-06 18:50:32.180279\t最大回撤: \t-5,150,817.72\n", "2021-02-06 18:50:32.180279\t百分比最大回撤: -9.01%\n", "2021-02-06 18:50:32.180279\t最长回撤天数: \t1227\n", "2021-02-06 18:50:32.180279\t总盈亏：\t5,435,157.58\n", "2021-02-06 18:50:32.180279\t总手续费：\t10,139,995.23\n", "2021-02-06 18:50:32.180279\t总滑点：\t0.00\n", "2021-02-06 18:50:32.180279\t总成交金额：\t10,139,995,231.04\n", "2021-02-06 18:50:32.180279\t总成交笔数：\t9552\n", "2021-02-06 18:50:32.180279\t日均盈亏：\t1,540.58\n", "2021-02-06 18:50:32.180279\t日均手续费：\t2,874.15\n", "2021-02-06 18:50:32.180279\t日均滑点：\t0.00\n", "2021-02-06 18:50:32.180279\t日均成交金额：\t2,874,148.31\n", "2021-02-06 18:50:32.180279\t日均成交笔数：\t2.707482993197279\n", "2021-02-06 18:50:32.180279\t日均收益率：\t0.00%\n", "2021-02-06 18:50:32.180279\t收益标准差：\t0.25%\n", "2021-02-06 18:50:32.180279\tSharpe Ratio：\t0.18\n", "2021-02-06 18:50:32.180279\t收益回撤比：\t1.06\n", "2021-02-06 18:50:32.180279\t策略统计指标计算完成\n", "6\n", "2021-02-06 18:50:32.185309\t开始加载历史数据\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "2021-02-06 18:50:32.453311\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:50:32.716282\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:50:32.963309\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 18:50:33.193280\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 18:50:33.370283\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:50:33.562283\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:50:33.830309\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 18:50:34.021311\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 18:50:34.282280\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 18:50:34.451311\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 18:50:34.627313\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 18:50:34.891313\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:50:35.201283\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:50:35.377282\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 18:50:35.649323\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:50:35.914312\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:50:36.179310\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:50:36.457309\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 18:50:36.720284\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 18:50:36.898309\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 18:50:37.077278\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 18:50:37.351280\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 18:50:37.585280\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 18:50:37.754279\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 18:50:37.962309\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 18:50:38.140310\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 18:50:38.551315\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 18:50:38.844283\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 18:50:39.146279\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:50:39.370278\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 18:50:39.560309\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:50:39.748310\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:50:39.915310\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 18:50:40.090281\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 18:50:40.283279\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 18:50:40.468279\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:50:40.693310\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:50:40.953310\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 18:50:41.135283\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 18:50:41.345283\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 18:50:41.510309\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:50:41.677283\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 18:50:41.861311\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:50:41.861311\t所有历史数据加载完成\n", "2021-02-06 18:50:43.614312\t逐日盯市盈亏计算完成\n", "2021-02-06 18:50:43.614312\t开始计算策略统计指标\n", "2021-02-06 18:50:43.620313\t------------------------------\n", "2021-02-06 18:50:43.620313\t首个交易日：\t2006-01-03\n", "2021-02-06 18:50:43.620313\t最后交易日：\t2020-12-29\n", "2021-02-06 18:50:43.620313\t总交易日：\t3528\n", "2021-02-06 18:50:43.620313\t盈利交易日：\t1754\n", "2021-02-06 18:50:43.621280\t亏损交易日：\t1749\n", "2021-02-06 18:50:43.621280\t起始资金：\t50,000,000.00\n", "2021-02-06 18:50:43.621280\t结束资金：\t59,884,610.13\n", "2021-02-06 18:50:43.621280\t总收益率：\t19.77%\n", "2021-02-06 18:50:43.621280\t年化收益：\t1.34%\n", "2021-02-06 18:50:43.621280\t最大回撤: \t-5,759,563.88\n", "2021-02-06 18:50:43.621280\t百分比最大回撤: -9.19%\n", "2021-02-06 18:50:43.621280\t最长回撤天数: \t1059\n", "2021-02-06 18:50:43.621280\t总盈亏：\t9,884,610.13\n", "2021-02-06 18:50:43.621280\t总手续费：\t10,257,045.43\n", "2021-02-06 18:50:43.621280\t总滑点：\t0.00\n", "2021-02-06 18:50:43.621280\t总成交金额：\t10,257,045,429.04\n", "2021-02-06 18:50:43.621280\t总成交笔数：\t9528\n", "2021-02-06 18:50:43.621280\t日均盈亏：\t2,801.76\n", "2021-02-06 18:50:43.621280\t日均手续费：\t2,907.33\n", "2021-02-06 18:50:43.621280\t日均滑点：\t0.00\n", "2021-02-06 18:50:43.621280\t日均成交金额：\t2,907,325.80\n", "2021-02-06 18:50:43.621280\t日均成交笔数：\t2.7006802721088436\n", "2021-02-06 18:50:43.621280\t日均收益率：\t0.01%\n", "2021-02-06 18:50:43.621280\t收益标准差：\t0.24%\n", "2021-02-06 18:50:43.621280\tSharpe Ratio：\t0.34\n", "2021-02-06 18:50:43.621280\t收益回撤比：\t1.72\n", "2021-02-06 18:50:43.621280\t策略统计指标计算完成\n", "7\n", "2021-02-06 18:50:43.626310\t开始加载历史数据\n", "2021-02-06 18:50:43.895301\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:50:44.158309\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:50:44.412283\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 18:50:44.640280\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 18:50:44.813283\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:50:44.968309\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:50:45.205313\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 18:50:45.397311\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 18:50:45.624311\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 18:50:45.791309\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 18:50:45.982283\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 18:50:46.279280\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:50:46.548311\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:50:46.705312\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 18:50:46.966283\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:50:47.227312\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:50:47.489312\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:50:47.761311\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 18:50:48.007279\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 18:50:48.180310\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 18:50:48.358309\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 18:50:48.857312\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 18:50:49.079314\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 18:50:49.264309\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 18:50:49.469315\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 18:50:49.651310\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 18:50:49.828310\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 18:50:50.091313\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 18:50:50.354313\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:50:50.551312\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 18:50:50.740305\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:50:50.930309\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:50:51.102311\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 18:50:51.277311\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 18:50:51.483280\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 18:50:51.681309\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:50:51.867280\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:50:52.120310\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 18:50:52.394311\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 18:50:52.578309\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 18:50:52.745309\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:50:52.901311\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 18:50:53.072313\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:50:53.072313\t所有历史数据加载完成\n", "2021-02-06 18:50:54.701312\t逐日盯市盈亏计算完成\n", "2021-02-06 18:50:54.702316\t开始计算策略统计指标\n", "2021-02-06 18:50:54.709281\t------------------------------\n", "2021-02-06 18:50:54.709281\t首个交易日：\t2006-01-03\n", "2021-02-06 18:50:54.709281\t最后交易日：\t2020-12-29\n", "2021-02-06 18:50:54.709281\t总交易日：\t3528\n", "2021-02-06 18:50:54.709281\t盈利交易日：\t1838\n", "2021-02-06 18:50:54.709281\t亏损交易日：\t1666\n", "2021-02-06 18:50:54.709281\t起始资金：\t50,000,000.00\n", "2021-02-06 18:50:54.709281\t结束资金：\t65,293,330.67\n", "2021-02-06 18:50:54.709281\t总收益率：\t30.59%\n", "2021-02-06 18:50:54.709281\t年化收益：\t2.08%\n", "2021-02-06 18:50:54.709281\t最大回撤: \t-6,128,958.45\n", "2021-02-06 18:50:54.709281\t百分比最大回撤: -8.89%\n", "2021-02-06 18:50:54.709281\t最长回撤天数: \t227\n", "2021-02-06 18:50:54.709281\t总盈亏：\t15,293,330.67\n", "2021-02-06 18:50:54.709281\t总手续费：\t9,941,583.32\n", "2021-02-06 18:50:54.709281\t总滑点：\t0.00\n", "2021-02-06 18:50:54.709281\t总成交金额：\t9,941,583,319.48\n", "2021-02-06 18:50:54.709281\t总成交笔数：\t9512\n", "2021-02-06 18:50:54.709281\t日均盈亏：\t4,334.84\n", "2021-02-06 18:50:54.709281\t日均手续费：\t2,817.91\n", "2021-02-06 18:50:54.709281\t日均滑点：\t0.00\n", "2021-02-06 18:50:54.709281\t日均成交金额：\t2,817,909.10\n", "2021-02-06 18:50:54.709281\t日均成交笔数：\t2.696145124716553\n", "2021-02-06 18:50:54.709281\t日均收益率：\t0.01%\n", "2021-02-06 18:50:54.709281\t收益标准差：\t0.22%\n", "2021-02-06 18:50:54.709281\tSharpe Ratio：\t0.54\n", "2021-02-06 18:50:54.709281\t收益回撤比：\t2.50\n", "2021-02-06 18:50:54.710313\t策略统计指标计算完成\n", "8\n", "2021-02-06 18:50:54.714309\t开始加载历史数据\n", "2021-02-06 18:50:54.991281\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:50:55.281312\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:50:55.539281\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 18:50:55.745279\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 18:50:55.919283\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:50:56.080310\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:50:56.344284\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 18:50:56.537309\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 18:50:56.767309\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 18:50:56.939311\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 18:50:57.357431\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 18:50:57.638054\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:50:57.911094\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:50:58.077060\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 18:50:58.346075\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:50:58.634068\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:50:58.903043\tM99.DCE历史数据加载完成，数据量：3528\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "2021-02-06 18:50:59.186020\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 18:50:59.461988\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 18:50:59.657098\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 18:50:59.833067\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 18:51:00.097108\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 18:51:00.395063\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 18:51:00.564104\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 18:51:00.783570\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 18:51:00.978568\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 18:51:01.152574\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 18:51:01.417568\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 18:51:01.685541\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:51:01.876570\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 18:51:02.062542\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:51:02.268539\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:51:02.434568\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 18:51:02.607571\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 18:51:02.800568\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 18:51:02.983571\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:51:03.167540\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:51:03.443542\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 18:51:03.612568\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 18:51:03.797568\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 18:51:03.962568\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:51:04.132542\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 18:51:04.318539\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:51:04.318539\t所有历史数据加载完成\n", "2021-02-06 18:51:06.094571\t逐日盯市盈亏计算完成\n", "2021-02-06 18:51:06.094571\t开始计算策略统计指标\n", "2021-02-06 18:51:06.101569\t------------------------------\n", "2021-02-06 18:51:06.101569\t首个交易日：\t2006-01-03\n", "2021-02-06 18:51:06.101569\t最后交易日：\t2020-12-29\n", "2021-02-06 18:51:06.101569\t总交易日：\t3528\n", "2021-02-06 18:51:06.101569\t盈利交易日：\t1798\n", "2021-02-06 18:51:06.101569\t亏损交易日：\t1707\n", "2021-02-06 18:51:06.101569\t起始资金：\t50,000,000.00\n", "2021-02-06 18:51:06.101569\t结束资金：\t61,181,440.00\n", "2021-02-06 18:51:06.101569\t总收益率：\t22.36%\n", "2021-02-06 18:51:06.101569\t年化收益：\t1.52%\n", "2021-02-06 18:51:06.101569\t最大回撤: \t-6,518,819.03\n", "2021-02-06 18:51:06.101569\t百分比最大回撤: -10.01%\n", "2021-02-06 18:51:06.101569\t最长回撤天数: \t1261\n", "2021-02-06 18:51:06.101569\t总盈亏：\t11,181,440.00\n", "2021-02-06 18:51:06.101569\t总手续费：\t9,795,916.18\n", "2021-02-06 18:51:06.101569\t总滑点：\t0.00\n", "2021-02-06 18:51:06.101569\t总成交金额：\t9,795,916,178.88\n", "2021-02-06 18:51:06.101569\t总成交笔数：\t9510\n", "2021-02-06 18:51:06.101569\t日均盈亏：\t3,169.34\n", "2021-02-06 18:51:06.101569\t日均手续费：\t2,776.62\n", "2021-02-06 18:51:06.101569\t日均滑点：\t0.00\n", "2021-02-06 18:51:06.101569\t日均成交金额：\t2,776,620.23\n", "2021-02-06 18:51:06.101569\t日均成交笔数：\t2.695578231292517\n", "2021-02-06 18:51:06.101569\t日均收益率：\t0.01%\n", "2021-02-06 18:51:06.101569\t收益标准差：\t0.23%\n", "2021-02-06 18:51:06.101569\tSharpe Ratio：\t0.38\n", "2021-02-06 18:51:06.101569\t收益回撤比：\t1.72\n", "2021-02-06 18:51:06.102570\t策略统计指标计算完成\n", "9\n", "2021-02-06 18:51:06.106568\t开始加载历史数据\n", "2021-02-06 18:51:06.369537\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:51:06.639540\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:51:06.902541\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 18:51:07.106541\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 18:51:07.265570\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:51:07.424568\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:51:07.663568\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 18:51:07.859542\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 18:51:08.104539\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 18:51:08.271571\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 18:51:08.451568\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 18:51:08.728540\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:51:08.996570\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:51:09.156562\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 18:51:09.442568\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:51:09.708571\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:51:10.237542\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:51:10.519540\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 18:51:10.789540\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 18:51:10.962569\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 18:51:11.136571\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 18:51:11.382580\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 18:51:11.633538\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 18:51:11.811538\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 18:51:12.021545\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 18:51:12.211541\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 18:51:12.387570\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 18:51:12.650542\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 18:51:12.911568\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:51:13.103569\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 18:51:13.292571\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:51:13.490566\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:51:13.735539\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 18:51:13.910573\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 18:51:14.097569\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 18:51:14.301540\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:51:14.487568\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:51:14.749540\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 18:51:14.917569\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 18:51:15.103569\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 18:51:15.288537\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:51:15.442568\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 18:51:15.612542\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:51:15.612542\t所有历史数据加载完成\n", "2021-02-06 18:51:17.166568\t逐日盯市盈亏计算完成\n", "2021-02-06 18:51:17.166568\t开始计算策略统计指标\n", "2021-02-06 18:51:17.172568\t------------------------------\n", "2021-02-06 18:51:17.173569\t首个交易日：\t2006-01-03\n", "2021-02-06 18:51:17.173569\t最后交易日：\t2020-12-29\n", "2021-02-06 18:51:17.173569\t总交易日：\t3528\n", "2021-02-06 18:51:17.173569\t盈利交易日：\t1776\n", "2021-02-06 18:51:17.173569\t亏损交易日：\t1730\n", "2021-02-06 18:51:17.173569\t起始资金：\t50,000,000.00\n", "2021-02-06 18:51:17.173569\t结束资金：\t68,242,731.71\n", "2021-02-06 18:51:17.173569\t总收益率：\t36.49%\n", "2021-02-06 18:51:17.173569\t年化收益：\t2.48%\n", "2021-02-06 18:51:17.173569\t最大回撤: \t-8,047,099.54\n", "2021-02-06 18:51:17.173569\t百分比最大回撤: -10.97%\n", "2021-02-06 18:51:17.173569\t最长回撤天数: \t1245\n", "2021-02-06 18:51:17.174569\t总盈亏：\t18,242,731.71\n", "2021-02-06 18:51:17.174569\t总手续费：\t9,574,050.23\n", "2021-02-06 18:51:17.174569\t总滑点：\t0.00\n", "2021-02-06 18:51:17.174569\t总成交金额：\t9,574,050,230.99\n", "2021-02-06 18:51:17.174569\t总成交笔数：\t9471\n", "2021-02-06 18:51:17.174569\t日均盈亏：\t5,170.84\n", "2021-02-06 18:51:17.174569\t日均手续费：\t2,713.73\n", "2021-02-06 18:51:17.174569\t日均滑点：\t0.00\n", "2021-02-06 18:51:17.174569\t日均成交金额：\t2,713,733.06\n", "2021-02-06 18:51:17.174569\t日均成交笔数：\t2.6845238095238093\n", "2021-02-06 18:51:17.174569\t日均收益率：\t0.01%\n", "2021-02-06 18:51:17.174569\t收益标准差：\t0.21%\n", "2021-02-06 18:51:17.174569\tSharpe Ratio：\t0.65\n", "2021-02-06 18:51:17.174569\t收益回撤比：\t2.27\n", "2021-02-06 18:51:17.174569\t策略统计指标计算完成\n", "2021-02-06 18:51:17.179539\t开始计算策略统计指标\n", "2021-02-06 18:51:17.184569\t------------------------------\n", "2021-02-06 18:51:17.184569\t首个交易日：\t2006-01-03\n", "2021-02-06 18:51:17.184569\t最后交易日：\t2020-12-29\n", "2021-02-06 18:51:17.184569\t总交易日：\t3528\n", "2021-02-06 18:51:17.184569\t盈利交易日：\t1801\n", "2021-02-06 18:51:17.184569\t亏损交易日：\t1706\n", "2021-02-06 18:51:17.184569\t起始资金：\t50,000,000.00\n", "2021-02-06 18:51:17.184569\t结束资金：\t66,824,411.24\n", "2021-02-06 18:51:17.184569\t总收益率：\t33.65%\n", "2021-02-06 18:51:17.184569\t年化收益：\t2.29%\n", "2021-02-06 18:51:17.184569\t最大回撤: \t-2,528,388.06\n", "2021-02-06 18:51:17.184569\t百分比最大回撤: -3.78%\n", "2021-02-06 18:51:17.184569\t最长回撤天数: \t569\n", "2021-02-06 18:51:17.185579\t总盈亏：\t16,824,411.24\n", "2021-02-06 18:51:17.185579\t总手续费：\t9,816,888.66\n", "2021-02-06 18:51:17.185579\t总滑点：\t0.00\n", "2021-02-06 18:51:17.185579\t总成交金额：\t9,816,888,664.19\n", "2021-02-06 18:51:17.185579\t总成交笔数：\t9496.3\n", "2021-02-06 18:51:17.185579\t日均盈亏：\t4,768.82\n", "2021-02-06 18:51:17.185579\t日均手续费：\t2,782.56\n", "2021-02-06 18:51:17.185579\t日均滑点：\t0.00\n", "2021-02-06 18:51:17.185579\t日均成交金额：\t2,782,564.81\n", "2021-02-06 18:51:17.185579\t日均成交笔数：\t2.691695011337868\n", "2021-02-06 18:51:17.185579\t日均收益率：\t0.01%\n", "2021-02-06 18:51:17.185579\t收益标准差：\t0.15%\n", "2021-02-06 18:51:17.185579\tSharpe Ratio：\t0.70\n", "2021-02-06 18:51:17.185579\t收益回撤比：\t6.65\n", "2021-02-06 18:51:17.185579\t策略统计指标计算完成\n", "0\n", "2021-02-06 18:51:17.185579\t开始加载历史数据\n", "2021-02-06 18:51:17.673568\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:51:17.948538\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:51:18.198539\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 18:51:18.410538\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 18:51:18.610540\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:51:18.780540\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:51:19.029540\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 18:51:19.220568\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 18:51:19.451538\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 18:51:19.616537\tHC99.SHFE历史数据加载完成，数据量：1603\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "2021-02-06 18:51:19.805541\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 18:51:20.073568\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:51:20.336570\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:51:20.559538\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 18:51:20.821571\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:51:21.113568\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:51:21.378568\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:51:21.640539\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 18:51:21.890571\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 18:51:22.061571\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 18:51:22.237571\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 18:51:22.484570\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 18:51:22.708573\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 18:51:22.890568\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 18:51:23.091569\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 18:51:23.279542\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 18:51:23.480541\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 18:51:23.835570\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 18:51:24.099540\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:51:24.312568\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 18:51:24.530539\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:51:24.733570\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:51:24.898572\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 18:51:25.071569\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 18:51:25.271569\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 18:51:25.467542\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:51:25.662542\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:51:25.912558\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 18:51:26.078568\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 18:51:26.273540\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 18:51:26.437568\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:51:26.603539\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 18:51:26.772568\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:51:26.772568\t所有历史数据加载完成\n", "2021-02-06 18:51:28.407576\t逐日盯市盈亏计算完成\n", "2021-02-06 18:51:28.408540\t开始计算策略统计指标\n", "2021-02-06 18:51:28.415568\t------------------------------\n", "2021-02-06 18:51:28.415568\t首个交易日：\t2006-01-03\n", "2021-02-06 18:51:28.415568\t最后交易日：\t2020-12-29\n", "2021-02-06 18:51:28.415568\t总交易日：\t3528\n", "2021-02-06 18:51:28.415568\t盈利交易日：\t1782\n", "2021-02-06 18:51:28.415568\t亏损交易日：\t1715\n", "2021-02-06 18:51:28.415568\t起始资金：\t50,000,000.00\n", "2021-02-06 18:51:28.415568\t结束资金：\t62,056,586.88\n", "2021-02-06 18:51:28.415568\t总收益率：\t24.11%\n", "2021-02-06 18:51:28.415568\t年化收益：\t1.64%\n", "2021-02-06 18:51:28.415568\t最大回撤: \t-5,277,930.94\n", "2021-02-06 18:51:28.415568\t百分比最大回撤: -8.02%\n", "2021-02-06 18:51:28.415568\t最长回撤天数: \t231\n", "2021-02-06 18:51:28.415568\t总盈亏：\t12,056,586.88\n", "2021-02-06 18:51:28.415568\t总手续费：\t6,856,538.02\n", "2021-02-06 18:51:28.415568\t总滑点：\t0.00\n", "2021-02-06 18:51:28.415568\t总成交金额：\t6,856,538,023.46\n", "2021-02-06 18:51:28.415568\t总成交笔数：\t6440\n", "2021-02-06 18:51:28.415568\t日均盈亏：\t3,417.40\n", "2021-02-06 18:51:28.415568\t日均手续费：\t1,943.46\n", "2021-02-06 18:51:28.415568\t日均滑点：\t0.00\n", "2021-02-06 18:51:28.415568\t日均成交金额：\t1,943,463.16\n", "2021-02-06 18:51:28.415568\t日均成交笔数：\t1.8253968253968254\n", "2021-02-06 18:51:28.416563\t日均收益率：\t0.01%\n", "2021-02-06 18:51:28.416563\t收益标准差：\t0.24%\n", "2021-02-06 18:51:28.416563\tSharpe Ratio：\t0.40\n", "2021-02-06 18:51:28.416563\t收益回撤比：\t2.28\n", "2021-02-06 18:51:28.416563\t策略统计指标计算完成\n", "1\n", "2021-02-06 18:51:28.419540\t开始加载历史数据\n", "2021-02-06 18:51:28.682568\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:51:28.956542\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:51:29.214571\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 18:51:29.415571\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 18:51:29.587568\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:51:29.768542\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:51:30.014571\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 18:51:30.220538\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 18:51:30.448542\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 18:51:30.632541\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 18:51:30.809539\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 18:51:31.071571\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:51:31.334538\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:51:31.500571\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 18:51:31.759540\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:51:32.023568\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:51:32.286568\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:51:32.555571\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 18:51:32.797569\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 18:51:32.970568\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 18:51:33.152568\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 18:51:33.399539\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 18:51:33.628568\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 18:51:33.797538\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 18:51:34.006574\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 18:51:34.187568\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 18:51:34.364568\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 18:51:34.863536\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 18:51:35.128568\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:51:35.321568\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 18:51:35.510571\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:51:35.697571\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:51:35.861571\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 18:51:36.034569\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 18:51:36.223571\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 18:51:36.408542\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:51:36.592566\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:51:36.874569\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 18:51:37.038569\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 18:51:37.234538\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 18:51:37.397568\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:51:37.562568\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 18:51:37.742541\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:51:37.742541\t所有历史数据加载完成\n", "2021-02-06 18:51:39.387569\t逐日盯市盈亏计算完成\n", "2021-02-06 18:51:39.387569\t开始计算策略统计指标\n", "2021-02-06 18:51:39.394571\t------------------------------\n", "2021-02-06 18:51:39.394571\t首个交易日：\t2006-01-03\n", "2021-02-06 18:51:39.394571\t最后交易日：\t2020-12-29\n", "2021-02-06 18:51:39.394571\t总交易日：\t3528\n", "2021-02-06 18:51:39.394571\t盈利交易日：\t1808\n", "2021-02-06 18:51:39.394571\t亏损交易日：\t1690\n", "2021-02-06 18:51:39.394571\t起始资金：\t50,000,000.00\n", "2021-02-06 18:51:39.394571\t结束资金：\t60,564,216.35\n", "2021-02-06 18:51:39.394571\t总收益率：\t21.13%\n", "2021-02-06 18:51:39.394571\t年化收益：\t1.44%\n", "2021-02-06 18:51:39.394571\t最大回撤: \t-6,088,305.43\n", "2021-02-06 18:51:39.394571\t百分比最大回撤: -11.20%\n", "2021-02-06 18:51:39.394571\t最长回撤天数: \t1974\n", "2021-02-06 18:51:39.394571\t总盈亏：\t10,564,216.35\n", "2021-02-06 18:51:39.394571\t总手续费：\t6,958,068.91\n", "2021-02-06 18:51:39.394571\t总滑点：\t0.00\n", "2021-02-06 18:51:39.394571\t总成交金额：\t6,958,068,911.75\n", "2021-02-06 18:51:39.394571\t总成交笔数：\t6423\n", "2021-02-06 18:51:39.394571\t日均盈亏：\t2,994.39\n", "2021-02-06 18:51:39.394571\t日均手续费：\t1,972.24\n", "2021-02-06 18:51:39.394571\t日均滑点：\t0.00\n", "2021-02-06 18:51:39.394571\t日均成交金额：\t1,972,241.76\n", "2021-02-06 18:51:39.394571\t日均成交笔数：\t1.820578231292517\n", "2021-02-06 18:51:39.394571\t日均收益率：\t0.01%\n", "2021-02-06 18:51:39.394571\t收益标准差：\t0.26%\n", "2021-02-06 18:51:39.394571\tSharpe Ratio：\t0.32\n", "2021-02-06 18:51:39.395568\t收益回撤比：\t1.74\n", "2021-02-06 18:51:39.395568\t策略统计指标计算完成\n", "2\n", "2021-02-06 18:51:39.399539\t开始加载历史数据\n", "2021-02-06 18:51:39.681541\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:51:39.981542\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:51:40.254538\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 18:51:40.477569\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 18:51:40.634568\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:51:40.795569\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:51:41.035538\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 18:51:41.225569\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 18:51:41.455571\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 18:51:41.622569\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 18:51:41.797568\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 18:51:42.060568\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:51:42.322568\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:51:42.508542\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 18:51:42.797542\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:51:43.071572\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:51:43.338569\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:51:43.602571\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 18:51:43.840568\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 18:51:44.013569\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 18:51:44.198539\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 18:51:44.448569\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 18:51:44.672572\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 18:51:44.844568\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 18:51:45.061573\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 18:51:45.239540\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 18:51:45.417569\tI99.DCE历史数据加载完成，数据量：1703\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "2021-02-06 18:51:45.933569\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 18:51:46.208541\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:51:46.422539\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 18:51:46.609540\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:51:46.798565\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:51:46.972570\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 18:51:47.159542\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 18:51:47.346568\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 18:51:47.537542\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:51:47.727574\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:51:47.980542\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 18:51:48.148569\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 18:51:48.355543\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 18:51:48.522568\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:51:48.679539\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 18:51:48.851569\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:51:48.851569\t所有历史数据加载完成\n", "2021-02-06 18:51:50.496572\t逐日盯市盈亏计算完成\n", "2021-02-06 18:51:50.497569\t开始计算策略统计指标\n", "2021-02-06 18:51:50.503574\t------------------------------\n", "2021-02-06 18:51:50.503574\t首个交易日：\t2006-01-03\n", "2021-02-06 18:51:50.503574\t最后交易日：\t2020-12-29\n", "2021-02-06 18:51:50.503574\t总交易日：\t3528\n", "2021-02-06 18:51:50.503574\t盈利交易日：\t1792\n", "2021-02-06 18:51:50.503574\t亏损交易日：\t1707\n", "2021-02-06 18:51:50.503574\t起始资金：\t50,000,000.00\n", "2021-02-06 18:51:50.503574\t结束资金：\t64,943,032.92\n", "2021-02-06 18:51:50.503574\t总收益率：\t29.89%\n", "2021-02-06 18:51:50.503574\t年化收益：\t2.03%\n", "2021-02-06 18:51:50.504572\t最大回撤: \t-7,877,036.70\n", "2021-02-06 18:51:50.504572\t百分比最大回撤: -14.64%\n", "2021-02-06 18:51:50.504572\t最长回撤天数: \t2435\n", "2021-02-06 18:51:50.504572\t总盈亏：\t14,943,032.92\n", "2021-02-06 18:51:50.504572\t总手续费：\t6,773,833.33\n", "2021-02-06 18:51:50.504572\t总滑点：\t0.00\n", "2021-02-06 18:51:50.504572\t总成交金额：\t6,773,833,330.73\n", "2021-02-06 18:51:50.504572\t总成交笔数：\t6448\n", "2021-02-06 18:51:50.504572\t日均盈亏：\t4,235.55\n", "2021-02-06 18:51:50.504572\t日均手续费：\t1,920.02\n", "2021-02-06 18:51:50.504572\t日均滑点：\t0.00\n", "2021-02-06 18:51:50.504572\t日均成交金额：\t1,920,020.79\n", "2021-02-06 18:51:50.504572\t日均成交笔数：\t1.8276643990929706\n", "2021-02-06 18:51:50.504572\t日均收益率：\t0.01%\n", "2021-02-06 18:51:50.504572\t收益标准差：\t0.27%\n", "2021-02-06 18:51:50.504572\tSharpe Ratio：\t0.43\n", "2021-02-06 18:51:50.504572\t收益回撤比：\t1.90\n", "2021-02-06 18:51:50.504572\t策略统计指标计算完成\n", "3\n", "2021-02-06 18:51:50.509540\t开始加载历史数据\n", "2021-02-06 18:51:50.781571\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:51:51.042569\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:51:51.301574\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 18:51:51.507539\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 18:51:51.666569\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:51:51.834541\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:51:52.095573\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 18:51:52.286569\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 18:51:52.522571\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 18:51:52.700569\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 18:51:52.888542\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 18:51:53.152572\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:51:53.417542\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:51:53.578568\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 18:51:53.847569\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:51:54.137541\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:51:54.404571\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:51:54.708538\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 18:51:54.979538\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 18:51:55.172542\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 18:51:55.362568\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 18:51:55.609545\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 18:51:55.836571\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 18:51:56.007572\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 18:51:56.211569\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 18:51:56.391568\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 18:51:56.574572\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 18:51:57.073573\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 18:51:57.357542\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:51:57.570570\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 18:51:57.757571\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:51:57.944571\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:51:58.112570\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 18:51:58.284573\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 18:51:58.477568\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 18:51:58.662568\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:51:58.846567\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:51:59.097566\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 18:51:59.282541\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 18:51:59.494542\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 18:51:59.685542\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:51:59.840539\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 18:52:00.012571\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:52:00.012571\t所有历史数据加载完成\n", "2021-02-06 18:52:01.696569\t逐日盯市盈亏计算完成\n", "2021-02-06 18:52:01.696569\t开始计算策略统计指标\n", "2021-02-06 18:52:01.702568\t------------------------------\n", "2021-02-06 18:52:01.702568\t首个交易日：\t2006-01-03\n", "2021-02-06 18:52:01.702568\t最后交易日：\t2020-12-29\n", "2021-02-06 18:52:01.702568\t总交易日：\t3528\n", "2021-02-06 18:52:01.702568\t盈利交易日：\t1747\n", "2021-02-06 18:52:01.702568\t亏损交易日：\t1753\n", "2021-02-06 18:52:01.703571\t起始资金：\t50,000,000.00\n", "2021-02-06 18:52:01.703571\t结束资金：\t49,304,779.35\n", "2021-02-06 18:52:01.703571\t总收益率：\t-1.39%\n", "2021-02-06 18:52:01.703571\t年化收益：\t-0.09%\n", "2021-02-06 18:52:01.703571\t最大回撤: \t-13,690,361.85\n", "2021-02-06 18:52:01.703571\t百分比最大回撤: -25.54%\n", "2021-02-06 18:52:01.703571\t最长回撤天数: \t2440\n", "2021-02-06 18:52:01.703571\t总盈亏：\t-695,220.65\n", "2021-02-06 18:52:01.703571\t总手续费：\t6,858,866.02\n", "2021-02-06 18:52:01.703571\t总滑点：\t0.00\n", "2021-02-06 18:52:01.703571\t总成交金额：\t6,858,866,016.72\n", "2021-02-06 18:52:01.703571\t总成交笔数：\t6420\n", "2021-02-06 18:52:01.703571\t日均盈亏：\t-197.06\n", "2021-02-06 18:52:01.703571\t日均手续费：\t1,944.12\n", "2021-02-06 18:52:01.703571\t日均滑点：\t0.00\n", "2021-02-06 18:52:01.703571\t日均成交金额：\t1,944,123.02\n", "2021-02-06 18:52:01.703571\t日均成交笔数：\t1.8197278911564625\n", "2021-02-06 18:52:01.703571\t日均收益率：\t-0.00%\n", "2021-02-06 18:52:01.703571\t收益标准差：\t0.30%\n", "2021-02-06 18:52:01.703571\tSharpe Ratio：\t-0.02\n", "2021-02-06 18:52:01.703571\t收益回撤比：\t-0.05\n", "2021-02-06 18:52:01.703571\t策略统计指标计算完成\n", "4\n", "2021-02-06 18:52:01.708540\t开始加载历史数据\n", "2021-02-06 18:52:02.017539\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:52:02.317541\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:52:02.568571\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 18:52:02.780537\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 18:52:02.941571\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:52:03.099571\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:52:03.364537\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 18:52:03.569568\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 18:52:03.825569\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 18:52:03.991569\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 18:52:04.166571\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 18:52:04.432538\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:52:04.691569\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:52:04.852568\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 18:52:05.115569\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:52:05.390571\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:52:05.658571\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:52:05.920565\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 18:52:06.188541\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 18:52:06.371542\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 18:52:06.557542\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 18:52:06.810573\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 18:52:07.048570\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 18:52:07.221569\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 18:52:07.437538\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 18:52:07.617541\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 18:52:07.798569\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 18:52:08.344540\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 18:52:08.639542\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:52:08.833569\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 18:52:09.025569\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:52:09.212572\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:52:09.387568\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 18:52:09.563568\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 18:52:09.751570\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 18:52:09.941542\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:52:10.146541\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:52:10.404568\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 18:52:10.570568\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 18:52:10.756569\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 18:52:10.922569\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:52:11.081569\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 18:52:11.244569\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:52:11.245568\t所有历史数据加载完成\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "2021-02-06 18:52:12.887540\t逐日盯市盈亏计算完成\n", "2021-02-06 18:52:12.887540\t开始计算策略统计指标\n", "2021-02-06 18:52:12.894563\t------------------------------\n", "2021-02-06 18:52:12.894563\t首个交易日：\t2006-01-03\n", "2021-02-06 18:52:12.894563\t最后交易日：\t2020-12-29\n", "2021-02-06 18:52:12.894563\t总交易日：\t3528\n", "2021-02-06 18:52:12.894563\t盈利交易日：\t1786\n", "2021-02-06 18:52:12.894563\t亏损交易日：\t1715\n", "2021-02-06 18:52:12.894563\t起始资金：\t50,000,000.00\n", "2021-02-06 18:52:12.894563\t结束资金：\t63,853,914.72\n", "2021-02-06 18:52:12.894563\t总收益率：\t27.71%\n", "2021-02-06 18:52:12.894563\t年化收益：\t1.88%\n", "2021-02-06 18:52:12.894563\t最大回撤: \t-5,312,615.07\n", "2021-02-06 18:52:12.894563\t百分比最大回撤: -9.49%\n", "2021-02-06 18:52:12.894563\t最长回撤天数: \t969\n", "2021-02-06 18:52:12.894563\t总盈亏：\t13,853,914.72\n", "2021-02-06 18:52:12.894563\t总手续费：\t6,691,347.86\n", "2021-02-06 18:52:12.894563\t总滑点：\t0.00\n", "2021-02-06 18:52:12.894563\t总成交金额：\t6,691,347,862.33\n", "2021-02-06 18:52:12.894563\t总成交笔数：\t6411\n", "2021-02-06 18:52:12.894563\t日均盈亏：\t3,926.85\n", "2021-02-06 18:52:12.894563\t日均手续费：\t1,896.64\n", "2021-02-06 18:52:12.894563\t日均滑点：\t0.00\n", "2021-02-06 18:52:12.894563\t日均成交金额：\t1,896,640.55\n", "2021-02-06 18:52:12.894563\t日均成交笔数：\t1.8171768707482994\n", "2021-02-06 18:52:12.894563\t日均收益率：\t0.01%\n", "2021-02-06 18:52:12.894563\t收益标准差：\t0.24%\n", "2021-02-06 18:52:12.894563\tSharpe Ratio：\t0.45\n", "2021-02-06 18:52:12.894563\t收益回撤比：\t2.61\n", "2021-02-06 18:52:12.894563\t策略统计指标计算完成\n", "5\n", "2021-02-06 18:52:12.901569\t开始加载历史数据\n", "2021-02-06 18:52:13.167571\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:52:13.434570\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:52:13.708573\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 18:52:13.911569\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 18:52:14.076569\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:52:14.245539\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:52:14.505542\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 18:52:14.696569\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 18:52:14.925574\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 18:52:15.095573\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 18:52:15.279540\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 18:52:15.548571\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:52:15.833569\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:52:15.994568\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 18:52:16.286542\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:52:16.580569\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:52:16.848569\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:52:17.136570\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 18:52:17.381578\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 18:52:17.554571\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 18:52:17.727574\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 18:52:17.978538\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 18:52:18.202568\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 18:52:18.393542\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 18:52:18.596569\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 18:52:18.781571\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 18:52:18.959571\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 18:52:19.474541\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 18:52:19.746542\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:52:19.962538\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 18:52:20.153571\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:52:20.362541\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:52:20.552539\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 18:52:20.725574\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 18:52:20.919568\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 18:52:21.110570\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:52:21.291538\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:52:21.548571\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 18:52:21.713571\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 18:52:21.905571\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 18:52:22.075540\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:52:22.234569\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 18:52:22.399568\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:52:22.399568\t所有历史数据加载完成\n", "2021-02-06 18:52:24.098540\t逐日盯市盈亏计算完成\n", "2021-02-06 18:52:24.098540\t开始计算策略统计指标\n", "2021-02-06 18:52:24.105573\t------------------------------\n", "2021-02-06 18:52:24.105573\t首个交易日：\t2006-01-03\n", "2021-02-06 18:52:24.105573\t最后交易日：\t2020-12-29\n", "2021-02-06 18:52:24.105573\t总交易日：\t3528\n", "2021-02-06 18:52:24.105573\t盈利交易日：\t1802\n", "2021-02-06 18:52:24.105573\t亏损交易日：\t1700\n", "2021-02-06 18:52:24.105573\t起始资金：\t50,000,000.00\n", "2021-02-06 18:52:24.105573\t结束资金：\t65,398,851.60\n", "2021-02-06 18:52:24.105573\t总收益率：\t30.80%\n", "2021-02-06 18:52:24.105573\t年化收益：\t2.10%\n", "2021-02-06 18:52:24.105573\t最大回撤: \t-4,951,964.28\n", "2021-02-06 18:52:24.105573\t百分比最大回撤: -7.28%\n", "2021-02-06 18:52:24.105573\t最长回撤天数: \t619\n", "2021-02-06 18:52:24.105573\t总盈亏：\t15,398,851.60\n", "2021-02-06 18:52:24.105573\t总手续费：\t6,747,784.07\n", "2021-02-06 18:52:24.105573\t总滑点：\t0.00\n", "2021-02-06 18:52:24.105573\t总成交金额：\t6,747,784,073.88\n", "2021-02-06 18:52:24.105573\t总成交笔数：\t6428\n", "2021-02-06 18:52:24.105573\t日均盈亏：\t4,364.75\n", "2021-02-06 18:52:24.105573\t日均手续费：\t1,912.64\n", "2021-02-06 18:52:24.105573\t日均滑点：\t0.00\n", "2021-02-06 18:52:24.106568\t日均成交金额：\t1,912,637.21\n", "2021-02-06 18:52:24.106568\t日均成交笔数：\t1.8219954648526078\n", "2021-02-06 18:52:24.106568\t日均收益率：\t0.01%\n", "2021-02-06 18:52:24.106568\t收益标准差：\t0.23%\n", "2021-02-06 18:52:24.106568\tSharpe Ratio：\t0.52\n", "2021-02-06 18:52:24.106568\t收益回撤比：\t3.11\n", "2021-02-06 18:52:24.106568\t策略统计指标计算完成\n", "6\n", "2021-02-06 18:52:24.110568\t开始加载历史数据\n", "2021-02-06 18:52:24.380570\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:52:24.684542\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:52:24.943568\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 18:52:25.149568\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 18:52:25.308568\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:52:25.474542\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:52:25.739568\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 18:52:25.986539\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 18:52:26.255542\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 18:52:26.451542\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 18:52:26.625568\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 18:52:26.912542\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:52:27.198568\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:52:27.378541\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 18:52:27.640568\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:52:27.901572\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:52:28.175542\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:52:28.461571\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 18:52:28.704571\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 18:52:28.899542\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 18:52:29.087539\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 18:52:29.338541\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 18:52:29.585539\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 18:52:29.754571\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 18:52:29.982541\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 18:52:30.166541\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 18:52:30.356542\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 18:52:30.652542\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 18:52:31.160571\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:52:31.353571\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 18:52:31.542569\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:52:31.754538\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:52:31.941541\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 18:52:32.115571\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 18:52:32.323540\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 18:52:32.521575\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:52:32.719540\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:52:32.976570\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 18:52:33.163542\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 18:52:33.347571\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 18:52:33.512571\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:52:33.680570\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 18:52:33.862542\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:52:33.862542\t所有历史数据加载完成\n", "2021-02-06 18:52:35.669568\t逐日盯市盈亏计算完成\n", "2021-02-06 18:52:35.670569\t开始计算策略统计指标\n", "2021-02-06 18:52:35.676568\t------------------------------\n", "2021-02-06 18:52:35.676568\t首个交易日：\t2006-01-03\n", "2021-02-06 18:52:35.676568\t最后交易日：\t2020-12-29\n", "2021-02-06 18:52:35.676568\t总交易日：\t3528\n", "2021-02-06 18:52:35.676568\t盈利交易日：\t1822\n", "2021-02-06 18:52:35.676568\t亏损交易日：\t1681\n", "2021-02-06 18:52:35.676568\t起始资金：\t50,000,000.00\n", "2021-02-06 18:52:35.676568\t结束资金：\t70,742,173.97\n", "2021-02-06 18:52:35.676568\t总收益率：\t41.48%\n", "2021-02-06 18:52:35.676568\t年化收益：\t2.82%\n", "2021-02-06 18:52:35.677578\t最大回撤: \t-6,999,411.10\n", "2021-02-06 18:52:35.677578\t百分比最大回撤: -9.51%\n", "2021-02-06 18:52:35.677578\t最长回撤天数: \t512\n", "2021-02-06 18:52:35.677578\t总盈亏：\t20,742,173.97\n", "2021-02-06 18:52:35.677578\t总手续费：\t6,748,400.02\n", "2021-02-06 18:52:35.677578\t总滑点：\t0.00\n", "2021-02-06 18:52:35.677578\t总成交金额：\t6,748,400,021.65\n", "2021-02-06 18:52:35.677578\t总成交笔数：\t6402\n", "2021-02-06 18:52:35.677578\t日均盈亏：\t5,879.30\n", "2021-02-06 18:52:35.677578\t日均手续费：\t1,912.81\n", "2021-02-06 18:52:35.677578\t日均滑点：\t0.00\n", "2021-02-06 18:52:35.677578\t日均成交金额：\t1,912,811.80\n", "2021-02-06 18:52:35.677578\t日均成交笔数：\t1.814625850340136\n", "2021-02-06 18:52:35.677578\t日均收益率：\t0.01%\n", "2021-02-06 18:52:35.677578\t收益标准差：\t0.21%\n", "2021-02-06 18:52:35.677578\tSharpe Ratio：\t0.73\n", "2021-02-06 18:52:35.677578\t收益回撤比：\t2.96\n", "2021-02-06 18:52:35.677578\t策略统计指标计算完成\n", "7\n", "2021-02-06 18:52:35.681571\t开始加载历史数据\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "2021-02-06 18:52:35.977542\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:52:36.240542\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:52:36.490571\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 18:52:36.710539\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 18:52:36.882542\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:52:37.041568\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:52:37.296541\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 18:52:37.486567\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 18:52:37.717540\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 18:52:37.901539\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 18:52:38.098542\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 18:52:38.396541\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:52:38.689542\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:52:38.872541\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 18:52:39.169542\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:52:39.447542\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:52:39.718538\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:52:40.008542\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 18:52:40.267566\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 18:52:40.437571\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 18:52:40.624541\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 18:52:40.889568\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 18:52:41.114538\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 18:52:41.284570\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 18:52:41.509542\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 18:52:41.716538\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 18:52:41.888569\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 18:52:42.178543\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 18:52:42.476539\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:52:42.676571\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 18:52:42.874541\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:52:43.087539\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:52:43.512542\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 18:52:43.703541\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 18:52:43.893569\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 18:52:44.079568\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:52:44.284541\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:52:44.538538\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 18:52:44.724542\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 18:52:44.931538\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 18:52:45.124542\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:52:45.294568\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 18:52:45.471570\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:52:45.471570\t所有历史数据加载完成\n", "2021-02-06 18:52:47.050540\t逐日盯市盈亏计算完成\n", "2021-02-06 18:52:47.050540\t开始计算策略统计指标\n", "2021-02-06 18:52:47.056568\t------------------------------\n", "2021-02-06 18:52:47.056568\t首个交易日：\t2006-01-03\n", "2021-02-06 18:52:47.057569\t最后交易日：\t2020-12-29\n", "2021-02-06 18:52:47.057569\t总交易日：\t3528\n", "2021-02-06 18:52:47.057569\t盈利交易日：\t1847\n", "2021-02-06 18:52:47.057569\t亏损交易日：\t1657\n", "2021-02-06 18:52:47.057569\t起始资金：\t50,000,000.00\n", "2021-02-06 18:52:47.057569\t结束资金：\t74,689,344.29\n", "2021-02-06 18:52:47.057569\t总收益率：\t49.38%\n", "2021-02-06 18:52:47.057569\t年化收益：\t3.36%\n", "2021-02-06 18:52:47.057569\t最大回撤: \t-6,069,562.47\n", "2021-02-06 18:52:47.057569\t百分比最大回撤: -7.88%\n", "2021-02-06 18:52:47.057569\t最长回撤天数: \t818\n", "2021-02-06 18:52:47.057569\t总盈亏：\t24,689,344.29\n", "2021-02-06 18:52:47.057569\t总手续费：\t6,692,219.61\n", "2021-02-06 18:52:47.057569\t总滑点：\t0.00\n", "2021-02-06 18:52:47.057569\t总成交金额：\t6,692,219,606.62\n", "2021-02-06 18:52:47.057569\t总成交笔数：\t6391\n", "2021-02-06 18:52:47.057569\t日均盈亏：\t6,998.11\n", "2021-02-06 18:52:47.057569\t日均手续费：\t1,896.89\n", "2021-02-06 18:52:47.057569\t日均滑点：\t0.00\n", "2021-02-06 18:52:47.057569\t日均成交金额：\t1,896,887.64\n", "2021-02-06 18:52:47.057569\t日均成交笔数：\t1.8115079365079365\n", "2021-02-06 18:52:47.057569\t日均收益率：\t0.01%\n", "2021-02-06 18:52:47.057569\t收益标准差：\t0.20%\n", "2021-02-06 18:52:47.057569\tSharpe Ratio：\t0.90\n", "2021-02-06 18:52:47.057569\t收益回撤比：\t4.07\n", "2021-02-06 18:52:47.058568\t策略统计指标计算完成\n", "8\n", "2021-02-06 18:52:47.062569\t开始加载历史数据\n", "2021-02-06 18:52:47.361541\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:52:47.849570\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:52:48.127542\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 18:52:48.351570\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 18:52:48.535541\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:52:48.707538\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:52:48.951542\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 18:52:49.170539\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 18:52:49.427542\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 18:52:49.598568\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 18:52:49.795542\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 18:52:50.085569\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:52:50.392542\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:52:50.571539\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 18:52:50.904568\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:52:51.170571\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:52:51.459569\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:52:51.721538\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 18:52:51.992573\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 18:52:52.168569\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 18:52:52.343568\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 18:52:52.594568\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 18:52:52.826572\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 18:52:53.006569\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 18:52:53.217568\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 18:52:53.397539\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 18:52:53.577542\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 18:52:53.866568\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 18:52:54.213571\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:52:54.414541\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 18:52:54.604569\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:52:54.824542\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:52:55.007542\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 18:52:55.193542\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 18:52:55.411539\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 18:52:55.622539\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:52:55.830538\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:52:56.080571\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 18:52:56.272542\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 18:52:56.458569\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 18:52:56.643542\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:52:56.825541\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 18:52:56.990570\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:52:56.990570\t所有历史数据加载完成\n", "2021-02-06 18:52:58.631575\t逐日盯市盈亏计算完成\n", "2021-02-06 18:52:58.631575\t开始计算策略统计指标\n", "2021-02-06 18:52:58.638572\t------------------------------\n", "2021-02-06 18:52:58.638572\t首个交易日：\t2006-01-03\n", "2021-02-06 18:52:58.638572\t最后交易日：\t2020-12-29\n", "2021-02-06 18:52:58.638572\t总交易日：\t3528\n", "2021-02-06 18:52:58.638572\t盈利交易日：\t1804\n", "2021-02-06 18:52:58.638572\t亏损交易日：\t1701\n", "2021-02-06 18:52:58.638572\t起始资金：\t50,000,000.00\n", "2021-02-06 18:52:58.638572\t结束资金：\t71,127,910.18\n", "2021-02-06 18:52:58.638572\t总收益率：\t42.26%\n", "2021-02-06 18:52:58.638572\t年化收益：\t2.87%\n", "2021-02-06 18:52:58.638572\t最大回撤: \t-4,639,290.62\n", "2021-02-06 18:52:58.638572\t百分比最大回撤: -6.38%\n", "2021-02-06 18:52:58.638572\t最长回撤天数: \t227\n", "2021-02-06 18:52:58.638572\t总盈亏：\t21,127,910.18\n", "2021-02-06 18:52:58.638572\t总手续费：\t6,736,329.17\n", "2021-02-06 18:52:58.638572\t总滑点：\t0.00\n", "2021-02-06 18:52:58.638572\t总成交金额：\t6,736,329,169.86\n", "2021-02-06 18:52:58.638572\t总成交笔数：\t6398\n", "2021-02-06 18:52:58.638572\t日均盈亏：\t5,988.64\n", "2021-02-06 18:52:58.638572\t日均手续费：\t1,909.39\n", "2021-02-06 18:52:58.638572\t日均滑点：\t0.00\n", "2021-02-06 18:52:58.638572\t日均成交金额：\t1,909,390.35\n", "2021-02-06 18:52:58.638572\t日均成交笔数：\t1.8134920634920635\n", "2021-02-06 18:52:58.638572\t日均收益率：\t0.01%\n", "2021-02-06 18:52:58.638572\t收益标准差：\t0.20%\n", "2021-02-06 18:52:58.638572\tSharpe Ratio：\t0.76\n", "2021-02-06 18:52:58.638572\t收益回撤比：\t4.55\n", "2021-02-06 18:52:58.638572\t策略统计指标计算完成\n", "9\n", "2021-02-06 18:52:58.643587\t开始加载历史数据\n", "2021-02-06 18:52:58.921542\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:52:59.210538\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:52:59.484566\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 18:52:59.712538\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 18:52:59.884539\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:53:00.046567\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:53:00.287569\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 18:53:00.502540\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 18:53:00.727571\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 18:53:00.914541\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 18:53:01.090570\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 18:53:01.355570\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:53:01.622571\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:53:01.780572\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 18:53:02.092538\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:53:02.373570\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:53:02.639568\tM99.DCE历史数据加载完成，数据量：3528\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "2021-02-06 18:53:02.920538\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 18:53:03.180569\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 18:53:03.351573\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 18:53:03.538543\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 18:53:03.805585\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 18:53:04.047538\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 18:53:04.226571\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 18:53:04.442579\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 18:53:04.635547\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 18:53:04.820568\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 18:53:05.097573\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 18:53:05.369544\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:53:05.575539\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 18:53:05.767570\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:53:06.217572\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:53:06.393570\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 18:53:06.574569\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 18:53:06.782539\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 18:53:06.976568\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:53:07.158571\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:53:07.468542\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 18:53:07.650541\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 18:53:07.850569\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 18:53:08.031542\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:53:08.190540\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 18:53:08.357568\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:53:08.357568\t所有历史数据加载完成\n", "2021-02-06 18:53:09.927570\t逐日盯市盈亏计算完成\n", "2021-02-06 18:53:09.927570\t开始计算策略统计指标\n", "2021-02-06 18:53:09.934574\t------------------------------\n", "2021-02-06 18:53:09.934574\t首个交易日：\t2006-01-03\n", "2021-02-06 18:53:09.934574\t最后交易日：\t2020-12-29\n", "2021-02-06 18:53:09.934574\t总交易日：\t3528\n", "2021-02-06 18:53:09.934574\t盈利交易日：\t1773\n", "2021-02-06 18:53:09.934574\t亏损交易日：\t1733\n", "2021-02-06 18:53:09.934574\t起始资金：\t50,000,000.00\n", "2021-02-06 18:53:09.934574\t结束资金：\t64,172,082.28\n", "2021-02-06 18:53:09.934574\t总收益率：\t28.34%\n", "2021-02-06 18:53:09.934574\t年化收益：\t1.93%\n", "2021-02-06 18:53:09.934574\t最大回撤: \t-8,011,927.96\n", "2021-02-06 18:53:09.934574\t百分比最大回撤: -11.54%\n", "2021-02-06 18:53:09.934574\t最长回撤天数: \t1287\n", "2021-02-06 18:53:09.934574\t总盈亏：\t14,172,082.28\n", "2021-02-06 18:53:09.934574\t总手续费：\t6,608,226.62\n", "2021-02-06 18:53:09.934574\t总滑点：\t0.00\n", "2021-02-06 18:53:09.934574\t总成交金额：\t6,608,226,617.58\n", "2021-02-06 18:53:09.934574\t总成交笔数：\t6406\n", "2021-02-06 18:53:09.934574\t日均盈亏：\t4,017.03\n", "2021-02-06 18:53:09.934574\t日均手续费：\t1,873.08\n", "2021-02-06 18:53:09.934574\t日均滑点：\t0.00\n", "2021-02-06 18:53:09.934574\t日均成交金额：\t1,873,080.11\n", "2021-02-06 18:53:09.934574\t日均成交笔数：\t1.8157596371882085\n", "2021-02-06 18:53:09.934574\t日均收益率：\t0.01%\n", "2021-02-06 18:53:09.934574\t收益标准差：\t0.21%\n", "2021-02-06 18:53:09.934574\tSharpe Ratio：\t0.52\n", "2021-02-06 18:53:09.934574\t收益回撤比：\t1.77\n", "2021-02-06 18:53:09.935538\t策略统计指标计算完成\n", "10\n", "2021-02-06 18:53:09.941571\t开始加载历史数据\n", "2021-02-06 18:53:10.426572\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:53:10.687572\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:53:10.937572\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 18:53:11.187570\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 18:53:11.351569\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:53:11.511538\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:53:11.774537\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 18:53:11.999539\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 18:53:12.237538\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 18:53:12.430540\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 18:53:12.617542\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 18:53:12.910753\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:53:13.176732\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:53:13.435727\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 18:53:13.727732\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:53:14.008731\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:53:14.294760\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:53:14.557759\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 18:53:14.799731\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 18:53:15.000731\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 18:53:15.175758\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 18:53:15.426729\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 18:53:15.685730\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 18:53:15.865731\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 18:53:16.099727\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 18:53:16.287726\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 18:53:16.463759\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 18:53:16.862731\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 18:53:17.141758\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:53:17.338758\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 18:53:17.566731\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:53:17.880733\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:53:18.066753\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 18:53:18.240765\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 18:53:18.429727\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 18:53:18.636728\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:53:18.846728\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:53:19.122760\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 18:53:19.306731\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 18:53:19.516731\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 18:53:19.697728\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:53:19.854755\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 18:53:20.043728\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:53:20.044727\t所有历史数据加载完成\n", "2021-02-06 18:53:21.805758\t逐日盯市盈亏计算完成\n", "2021-02-06 18:53:21.805758\t开始计算策略统计指标\n", "2021-02-06 18:53:21.811759\t------------------------------\n", "2021-02-06 18:53:21.811759\t首个交易日：\t2006-01-03\n", "2021-02-06 18:53:21.811759\t最后交易日：\t2020-12-29\n", "2021-02-06 18:53:21.811759\t总交易日：\t3528\n", "2021-02-06 18:53:21.811759\t盈利交易日：\t1799\n", "2021-02-06 18:53:21.811759\t亏损交易日：\t1708\n", "2021-02-06 18:53:21.811759\t起始资金：\t50,000,000.00\n", "2021-02-06 18:53:21.811759\t结束资金：\t67,736,562.44\n", "2021-02-06 18:53:21.811759\t总收益率：\t35.47%\n", "2021-02-06 18:53:21.811759\t年化收益：\t2.41%\n", "2021-02-06 18:53:21.811759\t最大回撤: \t-4,066,039.34\n", "2021-02-06 18:53:21.811759\t百分比最大回撤: -6.17%\n", "2021-02-06 18:53:21.811759\t最长回撤天数: \t175\n", "2021-02-06 18:53:21.811759\t总盈亏：\t17,736,562.44\n", "2021-02-06 18:53:21.811759\t总手续费：\t6,502,379.12\n", "2021-02-06 18:53:21.811759\t总滑点：\t0.00\n", "2021-02-06 18:53:21.811759\t总成交金额：\t6,502,379,116.17\n", "2021-02-06 18:53:21.811759\t总成交笔数：\t6395\n", "2021-02-06 18:53:21.811759\t日均盈亏：\t5,027.37\n", "2021-02-06 18:53:21.811759\t日均手续费：\t1,843.08\n", "2021-02-06 18:53:21.811759\t日均滑点：\t0.00\n", "2021-02-06 18:53:21.811759\t日均成交金额：\t1,843,077.98\n", "2021-02-06 18:53:21.811759\t日均成交笔数：\t1.812641723356009\n", "2021-02-06 18:53:21.811759\t日均收益率：\t0.01%\n", "2021-02-06 18:53:21.811759\t收益标准差：\t0.22%\n", "2021-02-06 18:53:21.811759\tSharpe Ratio：\t0.61\n", "2021-02-06 18:53:21.811759\t收益回撤比：\t4.36\n", "2021-02-06 18:53:21.812759\t策略统计指标计算完成\n", "11\n", "2021-02-06 18:53:21.816759\t开始加载历史数据\n", "2021-02-06 18:53:22.088730\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:53:22.357726\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:53:22.607727\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 18:53:22.834729\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 18:53:23.015731\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:53:23.170760\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:53:23.408759\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 18:53:23.596758\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 18:53:23.852731\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 18:53:24.045731\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 18:53:24.221760\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 18:53:24.502731\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:53:24.784758\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:53:24.958758\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 18:53:25.224762\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:53:25.492758\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:53:25.776758\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:53:26.071758\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 18:53:26.315731\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 18:53:26.486758\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 18:53:26.670728\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 18:53:26.958758\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 18:53:27.185760\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 18:53:27.351758\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 18:53:27.572731\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 18:53:27.756758\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 18:53:27.930758\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 18:53:28.428760\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 18:53:28.695731\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:53:28.918729\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 18:53:29.102758\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:53:29.290761\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:53:29.456748\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 18:53:29.636758\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 18:53:29.824761\tOI99.CZCE历史数据加载完成，数据量：1994\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "2021-02-06 18:53:30.011758\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:53:30.220727\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:53:30.477731\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 18:53:30.660729\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 18:53:30.867731\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 18:53:31.059732\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:53:31.234731\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 18:53:31.404759\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:53:31.404759\t所有历史数据加载完成\n", "2021-02-06 18:53:33.020760\t逐日盯市盈亏计算完成\n", "2021-02-06 18:53:33.020760\t开始计算策略统计指标\n", "2021-02-06 18:53:33.026762\t------------------------------\n", "2021-02-06 18:53:33.026762\t首个交易日：\t2006-01-03\n", "2021-02-06 18:53:33.026762\t最后交易日：\t2020-12-29\n", "2021-02-06 18:53:33.026762\t总交易日：\t3528\n", "2021-02-06 18:53:33.027761\t盈利交易日：\t1795\n", "2021-02-06 18:53:33.027761\t亏损交易日：\t1698\n", "2021-02-06 18:53:33.027761\t起始资金：\t50,000,000.00\n", "2021-02-06 18:53:33.027761\t结束资金：\t70,614,297.45\n", "2021-02-06 18:53:33.027761\t总收益率：\t41.23%\n", "2021-02-06 18:53:33.027761\t年化收益：\t2.80%\n", "2021-02-06 18:53:33.027761\t最大回撤: \t-5,926,678.17\n", "2021-02-06 18:53:33.027761\t百分比最大回撤: -8.52%\n", "2021-02-06 18:53:33.027761\t最长回撤天数: \t60\n", "2021-02-06 18:53:33.027761\t总盈亏：\t20,614,297.45\n", "2021-02-06 18:53:33.027761\t总手续费：\t6,602,915.21\n", "2021-02-06 18:53:33.027761\t总滑点：\t0.00\n", "2021-02-06 18:53:33.027761\t总成交金额：\t6,602,915,213.83\n", "2021-02-06 18:53:33.027761\t总成交笔数：\t6381\n", "2021-02-06 18:53:33.027761\t日均盈亏：\t5,843.05\n", "2021-02-06 18:53:33.027761\t日均手续费：\t1,871.57\n", "2021-02-06 18:53:33.027761\t日均滑点：\t0.00\n", "2021-02-06 18:53:33.027761\t日均成交金额：\t1,871,574.61\n", "2021-02-06 18:53:33.027761\t日均成交笔数：\t1.808673469387755\n", "2021-02-06 18:53:33.027761\t日均收益率：\t0.01%\n", "2021-02-06 18:53:33.027761\t收益标准差：\t0.22%\n", "2021-02-06 18:53:33.027761\tSharpe Ratio：\t0.70\n", "2021-02-06 18:53:33.027761\t收益回撤比：\t3.48\n", "2021-02-06 18:53:33.027761\t策略统计指标计算完成\n", "12\n", "2021-02-06 18:53:33.033761\t开始加载历史数据\n", "2021-02-06 18:53:33.312731\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:53:33.584757\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:53:33.841760\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 18:53:34.067731\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 18:53:34.243729\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:53:34.402759\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:53:34.639727\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 18:53:34.830758\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 18:53:35.070753\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 18:53:35.243762\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 18:53:35.439732\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 18:53:35.702758\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:53:35.964727\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:53:36.124757\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 18:53:36.388731\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:53:36.660761\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:53:36.935731\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:53:37.205758\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 18:53:37.447761\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 18:53:37.626729\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 18:53:37.808761\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 18:53:38.078729\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 18:53:38.320758\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 18:53:38.510731\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 18:53:38.737731\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 18:53:38.936730\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 18:53:39.118727\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 18:53:39.654750\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 18:53:39.925731\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:53:40.120758\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 18:53:40.331729\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:53:40.521758\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:53:40.689728\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 18:53:40.888731\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 18:53:41.080758\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 18:53:41.290756\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:53:41.476729\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:53:41.735759\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 18:53:41.920758\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 18:53:42.102758\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 18:53:42.267758\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:53:42.446731\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 18:53:42.617758\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:53:42.617758\t所有历史数据加载完成\n", "2021-02-06 18:53:44.287758\t逐日盯市盈亏计算完成\n", "2021-02-06 18:53:44.287758\t开始计算策略统计指标\n", "2021-02-06 18:53:44.293758\t------------------------------\n", "2021-02-06 18:53:44.293758\t首个交易日：\t2006-01-03\n", "2021-02-06 18:53:44.293758\t最后交易日：\t2020-12-29\n", "2021-02-06 18:53:44.294766\t总交易日：\t3528\n", "2021-02-06 18:53:44.294766\t盈利交易日：\t1848\n", "2021-02-06 18:53:44.294766\t亏损交易日：\t1646\n", "2021-02-06 18:53:44.294766\t起始资金：\t50,000,000.00\n", "2021-02-06 18:53:44.294766\t结束资金：\t74,718,412.09\n", "2021-02-06 18:53:44.294766\t总收益率：\t49.44%\n", "2021-02-06 18:53:44.294766\t年化收益：\t3.36%\n", "2021-02-06 18:53:44.294766\t最大回撤: \t-4,806,109.02\n", "2021-02-06 18:53:44.294766\t百分比最大回撤: -6.34%\n", "2021-02-06 18:53:44.294766\t最长回撤天数: \t441\n", "2021-02-06 18:53:44.294766\t总盈亏：\t24,718,412.09\n", "2021-02-06 18:53:44.294766\t总手续费：\t6,592,899.39\n", "2021-02-06 18:53:44.294766\t总滑点：\t0.00\n", "2021-02-06 18:53:44.294766\t总成交金额：\t6,592,899,391.07\n", "2021-02-06 18:53:44.294766\t总成交笔数：\t6392\n", "2021-02-06 18:53:44.294766\t日均盈亏：\t7,006.35\n", "2021-02-06 18:53:44.294766\t日均手续费：\t1,868.74\n", "2021-02-06 18:53:44.294766\t日均滑点：\t0.00\n", "2021-02-06 18:53:44.294766\t日均成交金额：\t1,868,735.66\n", "2021-02-06 18:53:44.294766\t日均成交笔数：\t1.8117913832199546\n", "2021-02-06 18:53:44.294766\t日均收益率：\t0.01%\n", "2021-02-06 18:53:44.294766\t收益标准差：\t0.20%\n", "2021-02-06 18:53:44.294766\tSharpe Ratio：\t0.89\n", "2021-02-06 18:53:44.294766\t收益回撤比：\t5.14\n", "2021-02-06 18:53:44.294766\t策略统计指标计算完成\n", "13\n", "2021-02-06 18:53:44.298758\t开始加载历史数据\n", "2021-02-06 18:53:44.583760\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:53:44.846755\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:53:45.101762\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 18:53:45.326729\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 18:53:45.486758\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:53:45.660731\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:53:45.907727\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 18:53:46.099758\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 18:53:46.322759\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 18:53:46.498758\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 18:53:46.690731\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 18:53:46.972731\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:53:47.263731\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:53:47.428761\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 18:53:47.691760\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:53:47.957760\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:53:48.223731\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:53:48.493760\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 18:53:48.740758\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 18:53:48.914759\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 18:53:49.091758\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 18:53:49.382727\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 18:53:49.623762\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 18:53:49.792758\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 18:53:50.001758\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 18:53:50.199727\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 18:53:50.377758\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 18:53:50.668758\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 18:53:51.185731\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:53:51.381758\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 18:53:51.571758\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:53:51.758757\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:53:51.951732\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 18:53:52.123759\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 18:53:52.320758\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 18:53:52.529729\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:53:52.711758\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:53:52.974758\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 18:53:53.141760\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 18:53:53.324761\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 18:53:53.490761\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:53:53.659731\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 18:53:53.842758\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:53:53.842758\t所有历史数据加载完成\n", "2021-02-06 18:53:55.573759\t逐日盯市盈亏计算完成\n", "2021-02-06 18:53:55.573759\t开始计算策略统计指标\n", "2021-02-06 18:53:55.580758\t------------------------------\n", "2021-02-06 18:53:55.580758\t首个交易日：\t2006-01-03\n", "2021-02-06 18:53:55.580758\t最后交易日：\t2020-12-29\n", "2021-02-06 18:53:55.580758\t总交易日：\t3528\n", "2021-02-06 18:53:55.580758\t盈利交易日：\t1830\n", "2021-02-06 18:53:55.580758\t亏损交易日：\t1665\n", "2021-02-06 18:53:55.580758\t起始资金：\t50,000,000.00\n", "2021-02-06 18:53:55.580758\t结束资金：\t71,808,802.82\n", "2021-02-06 18:53:55.580758\t总收益率：\t43.62%\n", "2021-02-06 18:53:55.580758\t年化收益：\t2.97%\n", "2021-02-06 18:53:55.580758\t最大回撤: \t-7,121,562.95\n", "2021-02-06 18:53:55.580758\t百分比最大回撤: -9.32%\n", "2021-02-06 18:53:55.580758\t最长回撤天数: \t671\n", "2021-02-06 18:53:55.580758\t总盈亏：\t21,808,802.82\n", "2021-02-06 18:53:55.580758\t总手续费：\t6,621,336.88\n", "2021-02-06 18:53:55.580758\t总滑点：\t0.00\n", "2021-02-06 18:53:55.580758\t总成交金额：\t6,621,336,878.67\n", "2021-02-06 18:53:55.580758\t总成交笔数：\t6374\n", "2021-02-06 18:53:55.580758\t日均盈亏：\t6,181.63\n", "2021-02-06 18:53:55.580758\t日均手续费：\t1,876.80\n", "2021-02-06 18:53:55.580758\t日均滑点：\t0.00\n", "2021-02-06 18:53:55.580758\t日均成交金额：\t1,876,796.17\n", "2021-02-06 18:53:55.580758\t日均成交笔数：\t1.806689342403628\n", "2021-02-06 18:53:55.580758\t日均收益率：\t0.01%\n", "2021-02-06 18:53:55.580758\t收益标准差：\t0.22%\n", "2021-02-06 18:53:55.580758\tSharpe Ratio：\t0.74\n", "2021-02-06 18:53:55.580758\t收益回撤比：\t3.06\n", "2021-02-06 18:53:55.580758\t策略统计指标计算完成\n", "14\n", "2021-02-06 18:53:55.584758\t开始加载历史数据\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "2021-02-06 18:53:55.858761\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:53:56.125758\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:53:56.379758\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 18:53:56.618732\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 18:53:56.788760\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:53:56.965731\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:53:57.226731\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 18:53:57.429729\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 18:53:57.665758\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 18:53:57.854728\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 18:53:58.060727\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 18:53:58.348728\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:53:58.649731\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:53:58.810758\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 18:53:59.076758\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:53:59.365729\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:53:59.633759\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:53:59.894731\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 18:54:00.161758\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 18:54:00.354729\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 18:54:00.529751\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 18:54:00.777760\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 18:54:01.026729\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 18:54:01.199758\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 18:54:01.410761\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 18:54:01.591732\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 18:54:01.765758\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 18:54:02.034761\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 18:54:02.316727\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:54:02.510760\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 18:54:02.715731\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:54:02.902756\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:54:03.326759\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 18:54:03.525728\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 18:54:03.711758\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 18:54:03.895758\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:54:04.075758\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:54:04.326727\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 18:54:04.498729\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 18:54:04.693729\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 18:54:04.856757\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:54:05.019760\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 18:54:05.185762\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:54:05.185762\t所有历史数据加载完成\n", "2021-02-06 18:54:06.786758\t逐日盯市盈亏计算完成\n", "2021-02-06 18:54:06.786758\t开始计算策略统计指标\n", "2021-02-06 18:54:06.792759\t------------------------------\n", "2021-02-06 18:54:06.792759\t首个交易日：\t2006-01-03\n", "2021-02-06 18:54:06.792759\t最后交易日：\t2020-12-29\n", "2021-02-06 18:54:06.792759\t总交易日：\t3528\n", "2021-02-06 18:54:06.793758\t盈利交易日：\t1773\n", "2021-02-06 18:54:06.793758\t亏损交易日：\t1723\n", "2021-02-06 18:54:06.793758\t起始资金：\t50,000,000.00\n", "2021-02-06 18:54:06.793758\t结束资金：\t63,896,091.67\n", "2021-02-06 18:54:06.793758\t总收益率：\t27.79%\n", "2021-02-06 18:54:06.793758\t年化收益：\t1.89%\n", "2021-02-06 18:54:06.793758\t最大回撤: \t-5,361,665.78\n", "2021-02-06 18:54:06.793758\t百分比最大回撤: -8.05%\n", "2021-02-06 18:54:06.793758\t最长回撤天数: \t448\n", "2021-02-06 18:54:06.793758\t总盈亏：\t13,896,091.67\n", "2021-02-06 18:54:06.793758\t总手续费：\t6,839,527.79\n", "2021-02-06 18:54:06.793758\t总滑点：\t0.00\n", "2021-02-06 18:54:06.793758\t总成交金额：\t6,839,527,793.89\n", "2021-02-06 18:54:06.793758\t总成交笔数：\t6448\n", "2021-02-06 18:54:06.793758\t日均盈亏：\t3,938.80\n", "2021-02-06 18:54:06.793758\t日均手续费：\t1,938.64\n", "2021-02-06 18:54:06.793758\t日均滑点：\t0.00\n", "2021-02-06 18:54:06.793758\t日均成交金额：\t1,938,641.66\n", "2021-02-06 18:54:06.793758\t日均成交笔数：\t1.8276643990929706\n", "2021-02-06 18:54:06.793758\t日均收益率：\t0.01%\n", "2021-02-06 18:54:06.793758\t收益标准差：\t0.22%\n", "2021-02-06 18:54:06.793758\tSharpe Ratio：\t0.48\n", "2021-02-06 18:54:06.793758\t收益回撤比：\t2.59\n", "2021-02-06 18:54:06.793758\t策略统计指标计算完成\n", "2021-02-06 18:54:06.799729\t开始计算策略统计指标\n", "2021-02-06 18:54:06.805758\t------------------------------\n", "2021-02-06 18:54:06.805758\t首个交易日：\t2006-01-03\n", "2021-02-06 18:54:06.805758\t最后交易日：\t2020-12-29\n", "2021-02-06 18:54:06.805758\t总交易日：\t3528\n", "2021-02-06 18:54:06.806776\t盈利交易日：\t1831\n", "2021-02-06 18:54:06.806776\t亏损交易日：\t1676\n", "2021-02-06 18:54:06.806776\t起始资金：\t50,000,000.00\n", "2021-02-06 18:54:06.806776\t结束资金：\t66,375,137.27\n", "2021-02-06 18:54:06.806776\t总收益率：\t32.75%\n", "2021-02-06 18:54:06.806776\t年化收益：\t2.23%\n", "2021-02-06 18:54:06.806776\t最大回撤: \t-1,645,095.47\n", "2021-02-06 18:54:06.806776\t百分比最大回撤: -2.55%\n", "2021-02-06 18:54:06.806776\t最长回撤天数: \t924\n", "2021-02-06 18:54:06.806776\t总盈亏：\t16,375,137.27\n", "2021-02-06 18:54:06.806776\t总手续费：\t6,722,044.80\n", "2021-02-06 18:54:06.806776\t总滑点：\t0.00\n", "2021-02-06 18:54:06.806776\t总成交金额：\t6,722,044,801.88\n", "2021-02-06 18:54:06.806776\t总成交笔数：\t6410.466666666667\n", "2021-02-06 18:54:06.806776\t日均盈亏：\t4,641.48\n", "2021-02-06 18:54:06.806776\t日均手续费：\t1,905.34\n", "2021-02-06 18:54:06.806776\t日均滑点：\t0.00\n", "2021-02-06 18:54:06.806776\t日均成交金额：\t1,905,341.50\n", "2021-02-06 18:54:06.806776\t日均成交笔数：\t1.8170256991685565\n", "2021-02-06 18:54:06.806776\t日均收益率：\t0.01%\n", "2021-02-06 18:54:06.806776\t收益标准差：\t0.14%\n", "2021-02-06 18:54:06.806776\tSharpe Ratio：\t0.76\n", "2021-02-06 18:54:06.806776\t收益回撤比：\t9.95\n", "2021-02-06 18:54:06.806776\t策略统计指标计算完成\n", "0\n", "2021-02-06 18:54:06.807761\t开始加载历史数据\n", "2021-02-06 18:54:07.073761\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:54:07.552760\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:54:07.799758\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 18:54:08.000760\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 18:54:08.160758\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:54:08.330731\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:54:08.590762\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 18:54:08.799730\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 18:54:09.048728\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 18:54:09.222759\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 18:54:09.396760\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 18:54:09.669758\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:54:09.953758\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:54:10.112757\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 18:54:10.456757\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:54:10.720731\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:54:11.010760\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:54:11.282760\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 18:54:11.529756\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 18:54:11.730731\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 18:54:11.906761\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 18:54:12.166731\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 18:54:12.399758\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 18:54:12.592729\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 18:54:12.825731\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 18:54:13.038729\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 18:54:13.241729\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 18:54:13.512761\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 18:54:13.898732\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:54:14.114727\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 18:54:14.302759\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:54:14.493728\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:54:14.663758\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 18:54:14.842758\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 18:54:15.029760\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 18:54:15.232733\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:54:15.431731\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:54:15.690759\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 18:54:15.854760\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 18:54:16.043760\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 18:54:16.207758\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:54:16.363760\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 18:54:16.529729\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:54:16.529729\t所有历史数据加载完成\n", "2021-02-06 18:54:18.415758\t逐日盯市盈亏计算完成\n", "2021-02-06 18:54:18.415758\t开始计算策略统计指标\n", "2021-02-06 18:54:18.422758\t------------------------------\n", "2021-02-06 18:54:18.422758\t首个交易日：\t2006-01-03\n", "2021-02-06 18:54:18.422758\t最后交易日：\t2020-12-29\n", "2021-02-06 18:54:18.422758\t总交易日：\t3528\n", "2021-02-06 18:54:18.422758\t盈利交易日：\t1827\n", "2021-02-06 18:54:18.422758\t亏损交易日：\t1680\n", "2021-02-06 18:54:18.422758\t起始资金：\t50,000,000.00\n", "2021-02-06 18:54:18.422758\t结束资金：\t75,930,312.83\n", "2021-02-06 18:54:18.422758\t总收益率：\t51.86%\n", "2021-02-06 18:54:18.422758\t年化收益：\t3.53%\n", "2021-02-06 18:54:18.422758\t最大回撤: \t-3,218,628.20\n", "2021-02-06 18:54:18.422758\t百分比最大回撤: -4.36%\n", "2021-02-06 18:54:18.422758\t最长回撤天数: \t329\n", "2021-02-06 18:54:18.422758\t总盈亏：\t25,930,312.83\n", "2021-02-06 18:54:18.422758\t总手续费：\t13,088,321.25\n", "2021-02-06 18:54:18.422758\t总滑点：\t0.00\n", "2021-02-06 18:54:18.422758\t总成交金额：\t13,088,321,253.87\n", "2021-02-06 18:54:18.422758\t总成交笔数：\t17855\n", "2021-02-06 18:54:18.422758\t日均盈亏：\t7,349.86\n", "2021-02-06 18:54:18.422758\t日均手续费：\t3,709.84\n", "2021-02-06 18:54:18.422758\t日均滑点：\t0.00\n", "2021-02-06 18:54:18.422758\t日均成交金额：\t3,709,841.63\n", "2021-02-06 18:54:18.422758\t日均成交笔数：\t5.060941043083901\n", "2021-02-06 18:54:18.422758\t日均收益率：\t0.01%\n", "2021-02-06 18:54:18.422758\t收益标准差：\t0.21%\n", "2021-02-06 18:54:18.422758\tSharpe Ratio：\t0.87\n", "2021-02-06 18:54:18.422758\t收益回撤比：\t8.06\n", "2021-02-06 18:54:18.422758\t策略统计指标计算完成\n", "1\n", "2021-02-06 18:54:18.425759\t开始加载历史数据\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "2021-02-06 18:54:18.704758\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:54:18.990728\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:54:19.236760\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 18:54:19.459729\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 18:54:19.640731\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:54:19.813758\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:54:20.088767\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 18:54:20.293727\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 18:54:20.522758\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 18:54:20.693753\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 18:54:20.876729\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 18:54:21.161731\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:54:21.448768\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:54:21.607760\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 18:54:21.878762\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:54:22.147758\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:54:22.449732\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:54:22.740731\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 18:54:22.984759\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 18:54:23.183732\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 18:54:23.357760\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 18:54:23.604758\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 18:54:23.874727\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 18:54:24.303759\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 18:54:24.502760\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 18:54:24.700729\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 18:54:24.878766\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 18:54:25.150757\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 18:54:25.416731\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:54:25.618774\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 18:54:25.811758\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:54:26.061726\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:54:26.242758\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 18:54:26.424759\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 18:54:26.614761\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 18:54:26.801761\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:54:26.982759\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:54:27.245758\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 18:54:27.410731\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 18:54:27.592758\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 18:54:27.754758\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:54:27.911729\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 18:54:28.092731\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:54:28.092731\t所有历史数据加载完成\n", "2021-02-06 18:54:29.971766\t逐日盯市盈亏计算完成\n", "2021-02-06 18:54:29.971766\t开始计算策略统计指标\n", "2021-02-06 18:54:29.977758\t------------------------------\n", "2021-02-06 18:54:29.977758\t首个交易日：\t2006-01-03\n", "2021-02-06 18:54:29.977758\t最后交易日：\t2020-12-29\n", "2021-02-06 18:54:29.977758\t总交易日：\t3528\n", "2021-02-06 18:54:29.977758\t盈利交易日：\t1833\n", "2021-02-06 18:54:29.977758\t亏损交易日：\t1670\n", "2021-02-06 18:54:29.977758\t起始资金：\t50,000,000.00\n", "2021-02-06 18:54:29.977758\t结束资金：\t68,402,050.57\n", "2021-02-06 18:54:29.977758\t总收益率：\t36.80%\n", "2021-02-06 18:54:29.977758\t年化收益：\t2.50%\n", "2021-02-06 18:54:29.977758\t最大回撤: \t-8,456,979.30\n", "2021-02-06 18:54:29.977758\t百分比最大回撤: -11.73%\n", "2021-02-06 18:54:29.977758\t最长回撤天数: \t1151\n", "2021-02-06 18:54:29.977758\t总盈亏：\t18,402,050.57\n", "2021-02-06 18:54:29.977758\t总手续费：\t13,153,983.78\n", "2021-02-06 18:54:29.977758\t总滑点：\t0.00\n", "2021-02-06 18:54:29.977758\t总成交金额：\t13,153,983,775.83\n", "2021-02-06 18:54:29.977758\t总成交笔数：\t17828\n", "2021-02-06 18:54:29.977758\t日均盈亏：\t5,216.00\n", "2021-02-06 18:54:29.977758\t日均手续费：\t3,728.45\n", "2021-02-06 18:54:29.977758\t日均滑点：\t0.00\n", "2021-02-06 18:54:29.977758\t日均成交金额：\t3,728,453.45\n", "2021-02-06 18:54:29.977758\t日均成交笔数：\t5.053287981859411\n", "2021-02-06 18:54:29.977758\t日均收益率：\t0.01%\n", "2021-02-06 18:54:29.977758\t收益标准差：\t0.23%\n", "2021-02-06 18:54:29.977758\tSharpe Ratio：\t0.61\n", "2021-02-06 18:54:29.977758\t收益回撤比：\t2.18\n", "2021-02-06 18:54:29.978762\t策略统计指标计算完成\n", "2\n", "2021-02-06 18:54:29.982764\t开始加载历史数据\n", "2021-02-06 18:54:30.257728\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:54:30.520729\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:54:30.774758\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 18:54:31.003727\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 18:54:31.171731\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:54:31.326758\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:54:31.564731\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 18:54:31.758761\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 18:54:31.983762\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 18:54:32.174731\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 18:54:32.363728\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 18:54:32.887760\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:54:33.146755\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:54:33.309758\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 18:54:33.575752\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:54:33.858761\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:54:34.121760\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:54:34.429758\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 18:54:34.667758\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 18:54:34.855758\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 18:54:35.062729\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 18:54:35.315758\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 18:54:35.553731\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 18:54:35.722758\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 18:54:36.010758\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 18:54:36.191727\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 18:54:36.367760\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 18:54:36.660757\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 18:54:36.924758\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:54:37.114761\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 18:54:37.300760\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:54:37.487760\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:54:37.650760\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 18:54:37.825758\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 18:54:38.032759\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 18:54:38.218759\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:54:38.418739\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:54:38.671760\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 18:54:38.836761\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 18:54:39.020761\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 18:54:39.204731\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:54:39.373760\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 18:54:39.541758\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:54:39.541758\t所有历史数据加载完成\n", "2021-02-06 18:54:41.335760\t逐日盯市盈亏计算完成\n", "2021-02-06 18:54:41.335760\t开始计算策略统计指标\n", "2021-02-06 18:54:41.342757\t------------------------------\n", "2021-02-06 18:54:41.342757\t首个交易日：\t2006-01-03\n", "2021-02-06 18:54:41.342757\t最后交易日：\t2020-12-29\n", "2021-02-06 18:54:41.342757\t总交易日：\t3528\n", "2021-02-06 18:54:41.342757\t盈利交易日：\t1874\n", "2021-02-06 18:54:41.342757\t亏损交易日：\t1630\n", "2021-02-06 18:54:41.342757\t起始资金：\t50,000,000.00\n", "2021-02-06 18:54:41.342757\t结束资金：\t77,428,652.28\n", "2021-02-06 18:54:41.342757\t总收益率：\t54.86%\n", "2021-02-06 18:54:41.342757\t年化收益：\t3.73%\n", "2021-02-06 18:54:41.342757\t最大回撤: \t-6,790,272.31\n", "2021-02-06 18:54:41.342757\t百分比最大回撤: -8.59%\n", "2021-02-06 18:54:41.342757\t最长回撤天数: \t569\n", "2021-02-06 18:54:41.342757\t总盈亏：\t27,428,652.28\n", "2021-02-06 18:54:41.342757\t总手续费：\t12,925,852.62\n", "2021-02-06 18:54:41.342757\t总滑点：\t0.00\n", "2021-02-06 18:54:41.342757\t总成交金额：\t12,925,852,618.08\n", "2021-02-06 18:54:41.342757\t总成交笔数：\t17790\n", "2021-02-06 18:54:41.342757\t日均盈亏：\t7,774.56\n", "2021-02-06 18:54:41.342757\t日均手续费：\t3,663.79\n", "2021-02-06 18:54:41.342757\t日均滑点：\t0.00\n", "2021-02-06 18:54:41.342757\t日均成交金额：\t3,663,790.42\n", "2021-02-06 18:54:41.342757\t日均成交笔数：\t5.042517006802721\n", "2021-02-06 18:54:41.342757\t日均收益率：\t0.01%\n", "2021-02-06 18:54:41.342757\t收益标准差：\t0.21%\n", "2021-02-06 18:54:41.342757\tSharpe Ratio：\t0.92\n", "2021-02-06 18:54:41.342757\t收益回撤比：\t4.04\n", "2021-02-06 18:54:41.343758\t策略统计指标计算完成\n", "3\n", "2021-02-06 18:54:41.347758\t开始加载历史数据\n", "2021-02-06 18:54:41.628765\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:54:41.902731\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:54:42.182731\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 18:54:42.385727\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 18:54:42.542758\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:54:42.711727\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:54:42.954758\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 18:54:43.158728\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 18:54:43.382726\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 18:54:43.550762\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 18:54:43.725758\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 18:54:43.992760\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:54:44.262727\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:54:44.651758\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 18:54:44.910758\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:54:45.173760\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:54:45.439758\tM99.DCE历史数据加载完成，数据量：3528\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "2021-02-06 18:54:45.734731\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 18:54:45.978755\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 18:54:46.148746\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 18:54:46.319758\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 18:54:46.569761\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 18:54:46.791763\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 18:54:46.957761\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 18:54:47.159760\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 18:54:47.336760\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 18:54:47.527731\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 18:54:47.863759\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 18:54:48.180727\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:54:48.368743\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 18:54:48.556761\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:54:48.743757\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:54:48.930731\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 18:54:49.102758\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 18:54:49.310731\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 18:54:49.504757\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:54:49.684761\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:54:49.959757\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 18:54:50.123758\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 18:54:50.306761\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 18:54:50.473731\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:54:50.630758\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 18:54:50.794758\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:54:50.794758\t所有历史数据加载完成\n", "2021-02-06 18:54:52.603761\t逐日盯市盈亏计算完成\n", "2021-02-06 18:54:52.604761\t开始计算策略统计指标\n", "2021-02-06 18:54:52.610757\t------------------------------\n", "2021-02-06 18:54:52.610757\t首个交易日：\t2006-01-03\n", "2021-02-06 18:54:52.610757\t最后交易日：\t2020-12-29\n", "2021-02-06 18:54:52.610757\t总交易日：\t3528\n", "2021-02-06 18:54:52.610757\t盈利交易日：\t1810\n", "2021-02-06 18:54:52.610757\t亏损交易日：\t1695\n", "2021-02-06 18:54:52.610757\t起始资金：\t50,000,000.00\n", "2021-02-06 18:54:52.610757\t结束资金：\t67,863,583.97\n", "2021-02-06 18:54:52.610757\t总收益率：\t35.73%\n", "2021-02-06 18:54:52.610757\t年化收益：\t2.43%\n", "2021-02-06 18:54:52.610757\t最大回撤: \t-4,055,687.23\n", "2021-02-06 18:54:52.610757\t百分比最大回撤: -5.84%\n", "2021-02-06 18:54:52.610757\t最长回撤天数: \t1158\n", "2021-02-06 18:54:52.610757\t总盈亏：\t17,863,583.97\n", "2021-02-06 18:54:52.610757\t总手续费：\t13,266,647.10\n", "2021-02-06 18:54:52.610757\t总滑点：\t0.00\n", "2021-02-06 18:54:52.610757\t总成交金额：\t13,266,647,095.80\n", "2021-02-06 18:54:52.610757\t总成交笔数：\t17804\n", "2021-02-06 18:54:52.610757\t日均盈亏：\t5,063.37\n", "2021-02-06 18:54:52.610757\t日均手续费：\t3,760.39\n", "2021-02-06 18:54:52.610757\t日均滑点：\t0.00\n", "2021-02-06 18:54:52.610757\t日均成交金额：\t3,760,387.50\n", "2021-02-06 18:54:52.610757\t日均成交笔数：\t5.046485260770975\n", "2021-02-06 18:54:52.610757\t日均收益率：\t0.01%\n", "2021-02-06 18:54:52.610757\t收益标准差：\t0.23%\n", "2021-02-06 18:54:52.610757\tSharpe Ratio：\t0.59\n", "2021-02-06 18:54:52.610757\t收益回撤比：\t4.40\n", "2021-02-06 18:54:52.611758\t策略统计指标计算完成\n", "4\n", "2021-02-06 18:54:52.615757\t开始加载历史数据\n", "2021-02-06 18:54:52.879729\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:54:53.143731\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:54:53.418726\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 18:54:53.617757\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 18:54:53.771758\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:54:53.926751\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:54:54.167757\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 18:54:54.386729\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 18:54:54.612727\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 18:54:54.791731\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 18:54:54.967758\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 18:54:55.242760\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:54:55.506761\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:54:55.672759\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 18:54:55.957731\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:54:56.255731\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:54:56.542731\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:54:56.804760\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 18:54:57.311731\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 18:54:57.504731\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 18:54:57.690727\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 18:54:57.958732\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 18:54:58.197728\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 18:54:58.365758\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 18:54:58.571758\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 18:54:58.751758\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 18:54:58.938732\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 18:54:59.198729\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 18:54:59.459761\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:54:59.674729\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 18:54:59.890728\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:55:00.102729\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:55:00.268732\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 18:55:00.458731\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 18:55:00.670729\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 18:55:00.883728\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:55:01.074755\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:55:01.444731\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 18:55:01.632731\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 18:55:01.843731\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 18:55:02.035731\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:55:02.192758\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 18:55:02.355761\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:55:02.355761\t所有历史数据加载完成\n", "2021-02-06 18:55:04.030762\t逐日盯市盈亏计算完成\n", "2021-02-06 18:55:04.030762\t开始计算策略统计指标\n", "2021-02-06 18:55:04.036762\t------------------------------\n", "2021-02-06 18:55:04.036762\t首个交易日：\t2006-01-03\n", "2021-02-06 18:55:04.036762\t最后交易日：\t2020-12-29\n", "2021-02-06 18:55:04.036762\t总交易日：\t3528\n", "2021-02-06 18:55:04.036762\t盈利交易日：\t1828\n", "2021-02-06 18:55:04.036762\t亏损交易日：\t1678\n", "2021-02-06 18:55:04.037762\t起始资金：\t50,000,000.00\n", "2021-02-06 18:55:04.037762\t结束资金：\t66,206,872.83\n", "2021-02-06 18:55:04.037762\t总收益率：\t32.41%\n", "2021-02-06 18:55:04.037762\t年化收益：\t2.21%\n", "2021-02-06 18:55:04.037762\t最大回撤: \t-4,520,697.24\n", "2021-02-06 18:55:04.037762\t百分比最大回撤: -6.61%\n", "2021-02-06 18:55:04.037762\t最长回撤天数: \t658\n", "2021-02-06 18:55:04.037762\t总盈亏：\t16,206,872.83\n", "2021-02-06 18:55:04.037762\t总手续费：\t13,241,959.17\n", "2021-02-06 18:55:04.037762\t总滑点：\t0.00\n", "2021-02-06 18:55:04.037762\t总成交金额：\t13,241,959,173.61\n", "2021-02-06 18:55:04.037762\t总成交笔数：\t17891\n", "2021-02-06 18:55:04.037762\t日均盈亏：\t4,593.78\n", "2021-02-06 18:55:04.037762\t日均手续费：\t3,753.39\n", "2021-02-06 18:55:04.037762\t日均滑点：\t0.00\n", "2021-02-06 18:55:04.037762\t日均成交金额：\t3,753,389.79\n", "2021-02-06 18:55:04.037762\t日均成交笔数：\t5.071145124716553\n", "2021-02-06 18:55:04.037762\t日均收益率：\t0.01%\n", "2021-02-06 18:55:04.037762\t收益标准差：\t0.22%\n", "2021-02-06 18:55:04.037762\tSharpe Ratio：\t0.55\n", "2021-02-06 18:55:04.037762\t收益回撤比：\t3.59\n", "2021-02-06 18:55:04.037762\t策略统计指标计算完成\n", "2021-02-06 18:55:04.042782\t开始计算策略统计指标\n", "2021-02-06 18:55:04.048727\t------------------------------\n", "2021-02-06 18:55:04.048727\t首个交易日：\t2006-01-03\n", "2021-02-06 18:55:04.048727\t最后交易日：\t2020-12-29\n", "2021-02-06 18:55:04.048727\t总交易日：\t3528\n", "2021-02-06 18:55:04.048727\t盈利交易日：\t1831\n", "2021-02-06 18:55:04.048727\t亏损交易日：\t1676\n", "2021-02-06 18:55:04.049761\t起始资金：\t50,000,000.00\n", "2021-02-06 18:55:04.049761\t结束资金：\t71,166,294.50\n", "2021-02-06 18:55:04.049761\t总收益率：\t42.33%\n", "2021-02-06 18:55:04.049761\t年化收益：\t2.88%\n", "2021-02-06 18:55:04.049761\t最大回撤: \t-4,706,925.28\n", "2021-02-06 18:55:04.049761\t百分比最大回撤: -6.50%\n", "2021-02-06 18:55:04.049761\t最长回撤天数: \t1158\n", "2021-02-06 18:55:04.049761\t总盈亏：\t21,166,294.50\n", "2021-02-06 18:55:04.049761\t总手续费：\t13,135,352.78\n", "2021-02-06 18:55:04.049761\t总滑点：\t0.00\n", "2021-02-06 18:55:04.049761\t总成交金额：\t13,135,352,783.44\n", "2021-02-06 18:55:04.049761\t总成交笔数：\t17833.6\n", "2021-02-06 18:55:04.049761\t日均盈亏：\t5,999.52\n", "2021-02-06 18:55:04.049761\t日均手续费：\t3,723.17\n", "2021-02-06 18:55:04.049761\t日均滑点：\t0.00\n", "2021-02-06 18:55:04.049761\t日均成交金额：\t3,723,172.56\n", "2021-02-06 18:55:04.049761\t日均成交笔数：\t5.054875283446711\n", "2021-02-06 18:55:04.049761\t日均收益率：\t0.01%\n", "2021-02-06 18:55:04.049761\t收益标准差：\t0.20%\n", "2021-02-06 18:55:04.049761\tSharpe Ratio：\t0.67\n", "2021-02-06 18:55:04.049761\t收益回撤比：\t4.50\n", "2021-02-06 18:55:04.049761\t策略统计指标计算完成\n", "0\n", "2021-02-06 18:55:04.050761\t开始加载历史数据\n", "2021-02-06 18:55:04.573731\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:55:04.841732\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:55:05.094760\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 18:55:05.293761\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 18:55:05.454760\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:55:05.629729\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:55:05.866761\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 18:55:06.079729\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 18:55:06.328731\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 18:55:06.504758\tHC99.SHFE历史数据加载完成，数据量：1603\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "2021-02-06 18:55:06.685758\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 18:55:06.978731\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:55:07.241758\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:55:07.399758\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 18:55:07.727758\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:55:08.022731\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:55:08.296761\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:55:08.583731\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 18:55:08.834758\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 18:55:09.026731\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 18:55:09.222731\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 18:55:09.497731\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 18:55:09.720758\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 18:55:09.890758\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 18:55:10.098729\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 18:55:10.279760\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 18:55:10.466731\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 18:55:10.761731\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 18:55:11.121758\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:55:11.311758\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 18:55:11.502758\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:55:11.692758\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:55:11.855758\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 18:55:12.027764\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 18:55:12.215760\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 18:55:12.398729\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:55:12.608732\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:55:12.885758\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 18:55:13.050761\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 18:55:13.232761\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 18:55:13.394766\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:55:13.574758\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 18:55:13.737758\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:55:13.737758\t所有历史数据加载完成\n", "2021-02-06 18:55:15.572764\t逐日盯市盈亏计算完成\n", "2021-02-06 18:55:15.572764\t开始计算策略统计指标\n", "2021-02-06 18:55:15.578729\t------------------------------\n", "2021-02-06 18:55:15.578729\t首个交易日：\t2006-01-03\n", "2021-02-06 18:55:15.578729\t最后交易日：\t2020-12-29\n", "2021-02-06 18:55:15.578729\t总交易日：\t3528\n", "2021-02-06 18:55:15.578729\t盈利交易日：\t1833\n", "2021-02-06 18:55:15.578729\t亏损交易日：\t1674\n", "2021-02-06 18:55:15.578729\t起始资金：\t50,000,000.00\n", "2021-02-06 18:55:15.578729\t结束资金：\t81,317,693.00\n", "2021-02-06 18:55:15.578729\t总收益率：\t62.64%\n", "2021-02-06 18:55:15.578729\t年化收益：\t4.26%\n", "2021-02-06 18:55:15.578729\t最大回撤: \t-3,286,503.14\n", "2021-02-06 18:55:15.578729\t百分比最大回撤: -4.18%\n", "2021-02-06 18:55:15.578729\t最长回撤天数: \t418\n", "2021-02-06 18:55:15.578729\t总盈亏：\t31,317,693.00\n", "2021-02-06 18:55:15.578729\t总手续费：\t9,642,302.10\n", "2021-02-06 18:55:15.578729\t总滑点：\t0.00\n", "2021-02-06 18:55:15.578729\t总成交金额：\t9,642,302,100.86\n", "2021-02-06 18:55:15.578729\t总成交笔数：\t9557\n", "2021-02-06 18:55:15.578729\t日均盈亏：\t8,876.90\n", "2021-02-06 18:55:15.578729\t日均手续费：\t2,733.08\n", "2021-02-06 18:55:15.578729\t日均滑点：\t0.00\n", "2021-02-06 18:55:15.578729\t日均成交金额：\t2,733,078.83\n", "2021-02-06 18:55:15.578729\t日均成交笔数：\t2.7089002267573696\n", "2021-02-06 18:55:15.578729\t日均收益率：\t0.01%\n", "2021-02-06 18:55:15.579761\t收益标准差：\t0.20%\n", "2021-02-06 18:55:15.579761\tSharpe Ratio：\t1.06\n", "2021-02-06 18:55:15.579761\t收益回撤比：\t9.53\n", "2021-02-06 18:55:15.579761\t策略统计指标计算完成\n", "1\n", "2021-02-06 18:55:15.581729\t开始加载历史数据\n", "2021-02-06 18:55:15.863731\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:55:16.125759\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:55:16.391758\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 18:55:16.604729\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 18:55:16.762728\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:55:16.935758\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:55:17.197728\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 18:55:17.410743\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 18:55:17.658743\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 18:55:17.841745\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 18:55:18.031745\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 18:55:18.302773\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:55:18.566775\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:55:18.728745\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 18:55:18.990774\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:55:19.254745\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:55:19.545745\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:55:19.827745\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 18:55:20.075745\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 18:55:20.266745\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 18:55:20.456745\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 18:55:20.727745\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 18:55:20.974743\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 18:55:21.141772\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 18:55:21.360745\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 18:55:21.568741\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 18:55:22.007742\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 18:55:22.268743\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 18:55:22.529772\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:55:22.722772\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 18:55:22.940745\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:55:23.157745\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:55:23.345745\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 18:55:23.516772\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 18:55:23.725741\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 18:55:23.929743\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:55:24.114772\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:55:24.400745\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 18:55:24.567773\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 18:55:24.765745\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 18:55:24.931773\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:55:25.090772\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 18:55:25.251772\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:55:25.251772\t所有历史数据加载完成\n", "2021-02-06 18:55:26.892777\t逐日盯市盈亏计算完成\n", "2021-02-06 18:55:26.892777\t开始计算策略统计指标\n", "2021-02-06 18:55:26.899780\t------------------------------\n", "2021-02-06 18:55:26.899780\t首个交易日：\t2006-01-03\n", "2021-02-06 18:55:26.899780\t最后交易日：\t2020-12-29\n", "2021-02-06 18:55:26.899780\t总交易日：\t3528\n", "2021-02-06 18:55:26.899780\t盈利交易日：\t1861\n", "2021-02-06 18:55:26.899780\t亏损交易日：\t1637\n", "2021-02-06 18:55:26.899780\t起始资金：\t50,000,000.00\n", "2021-02-06 18:55:26.899780\t结束资金：\t71,455,897.36\n", "2021-02-06 18:55:26.899780\t总收益率：\t42.91%\n", "2021-02-06 18:55:26.899780\t年化收益：\t2.92%\n", "2021-02-06 18:55:26.899780\t最大回撤: \t-3,818,105.15\n", "2021-02-06 18:55:26.899780\t百分比最大回撤: -5.68%\n", "2021-02-06 18:55:26.899780\t最长回撤天数: \t49\n", "2021-02-06 18:55:26.899780\t总盈亏：\t21,455,897.36\n", "2021-02-06 18:55:26.899780\t总手续费：\t9,828,300.18\n", "2021-02-06 18:55:26.899780\t总滑点：\t0.00\n", "2021-02-06 18:55:26.899780\t总成交金额：\t9,828,300,184.28\n", "2021-02-06 18:55:26.899780\t总成交笔数：\t9530\n", "2021-02-06 18:55:26.899780\t日均盈亏：\t6,081.60\n", "2021-02-06 18:55:26.899780\t日均手续费：\t2,785.80\n", "2021-02-06 18:55:26.899780\t日均滑点：\t0.00\n", "2021-02-06 18:55:26.899780\t日均成交金额：\t2,785,799.37\n", "2021-02-06 18:55:26.899780\t日均成交笔数：\t2.70124716553288\n", "2021-02-06 18:55:26.899780\t日均收益率：\t0.01%\n", "2021-02-06 18:55:26.899780\t收益标准差：\t0.22%\n", "2021-02-06 18:55:26.899780\tSharpe Ratio：\t0.72\n", "2021-02-06 18:55:26.899780\t收益回撤比：\t5.62\n", "2021-02-06 18:55:26.899780\t策略统计指标计算完成\n", "2\n", "2021-02-06 18:55:26.903775\t开始加载历史数据\n", "2021-02-06 18:55:27.166774\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:55:27.447772\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:55:27.696745\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 18:55:27.920741\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 18:55:28.078743\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:55:28.235772\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:55:28.472774\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 18:55:28.680741\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 18:55:28.915741\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 18:55:29.103741\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 18:55:29.297745\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 18:55:29.560772\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:55:29.857745\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:55:30.015772\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 18:55:30.277775\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:55:30.574745\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:55:30.861772\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:55:31.118743\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 18:55:31.384772\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 18:55:31.560749\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 18:55:31.748745\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 18:55:31.991775\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 18:55:32.231745\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 18:55:32.652745\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 18:55:32.869772\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 18:55:33.048743\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 18:55:33.219771\tI99.DCE历史数据加载完成，数据量：1703\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "2021-02-06 18:55:33.487745\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 18:55:33.777745\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:55:33.995743\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 18:55:34.207742\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:55:34.420743\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:55:34.586772\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 18:55:34.775745\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 18:55:34.964774\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 18:55:35.169745\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:55:35.380741\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:55:35.628744\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 18:55:35.793772\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 18:55:35.993742\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 18:55:36.159775\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:55:36.317772\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 18:55:36.498745\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:55:36.498745\t所有历史数据加载完成\n", "2021-02-06 18:55:38.259772\t逐日盯市盈亏计算完成\n", "2021-02-06 18:55:38.259772\t开始计算策略统计指标\n", "2021-02-06 18:55:38.266772\t------------------------------\n", "2021-02-06 18:55:38.266772\t首个交易日：\t2006-01-03\n", "2021-02-06 18:55:38.266772\t最后交易日：\t2020-12-29\n", "2021-02-06 18:55:38.266772\t总交易日：\t3528\n", "2021-02-06 18:55:38.266772\t盈利交易日：\t1856\n", "2021-02-06 18:55:38.266772\t亏损交易日：\t1643\n", "2021-02-06 18:55:38.266772\t起始资金：\t50,000,000.00\n", "2021-02-06 18:55:38.266772\t结束资金：\t78,473,916.16\n", "2021-02-06 18:55:38.266772\t总收益率：\t56.95%\n", "2021-02-06 18:55:38.266772\t年化收益：\t3.87%\n", "2021-02-06 18:55:38.266772\t最大回撤: \t-3,708,166.73\n", "2021-02-06 18:55:38.266772\t百分比最大回撤: -4.88%\n", "2021-02-06 18:55:38.266772\t最长回撤天数: \t339\n", "2021-02-06 18:55:38.266772\t总盈亏：\t28,473,916.16\n", "2021-02-06 18:55:38.266772\t总手续费：\t9,681,565.73\n", "2021-02-06 18:55:38.266772\t总滑点：\t0.00\n", "2021-02-06 18:55:38.266772\t总成交金额：\t9,681,565,730.41\n", "2021-02-06 18:55:38.266772\t总成交笔数：\t9500\n", "2021-02-06 18:55:38.266772\t日均盈亏：\t8,070.84\n", "2021-02-06 18:55:38.266772\t日均手续费：\t2,744.21\n", "2021-02-06 18:55:38.266772\t日均滑点：\t0.00\n", "2021-02-06 18:55:38.266772\t日均成交金额：\t2,744,207.97\n", "2021-02-06 18:55:38.266772\t日均成交笔数：\t2.6927437641723357\n", "2021-02-06 18:55:38.266772\t日均收益率：\t0.01%\n", "2021-02-06 18:55:38.266772\t收益标准差：\t0.21%\n", "2021-02-06 18:55:38.266772\tSharpe Ratio：\t0.96\n", "2021-02-06 18:55:38.267772\t收益回撤比：\t7.68\n", "2021-02-06 18:55:38.267772\t策略统计指标计算完成\n", "3\n", "2021-02-06 18:55:38.271769\t开始加载历史数据\n", "2021-02-06 18:55:38.534775\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:55:38.818743\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:55:39.072741\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 18:55:39.277772\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 18:55:39.438741\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:55:39.598743\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:55:39.859772\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 18:55:40.075741\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 18:55:40.313741\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 18:55:40.484772\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 18:55:40.674745\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 18:55:40.950742\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:55:41.238746\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:55:41.412746\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 18:55:41.699745\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:55:41.992772\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:55:42.506745\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:55:42.804745\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 18:55:43.050741\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 18:55:43.224772\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 18:55:43.395773\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 18:55:43.637772\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 18:55:43.862772\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 18:55:44.044745\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 18:55:44.272745\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 18:55:44.473745\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 18:55:44.648741\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 18:55:44.945745\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 18:55:45.203772\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:55:45.425742\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 18:55:45.640742\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:55:45.828772\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:55:45.995774\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 18:55:46.249742\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 18:55:46.459743\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 18:55:46.664791\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:55:46.873741\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:55:47.149774\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 18:55:47.340745\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 18:55:47.553745\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 18:55:47.719772\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:55:47.890745\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 18:55:48.073745\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:55:48.073745\t所有历史数据加载完成\n", "2021-02-06 18:55:49.686774\t逐日盯市盈亏计算完成\n", "2021-02-06 18:55:49.686774\t开始计算策略统计指标\n", "2021-02-06 18:55:49.692775\t------------------------------\n", "2021-02-06 18:55:49.692775\t首个交易日：\t2006-01-03\n", "2021-02-06 18:55:49.692775\t最后交易日：\t2020-12-29\n", "2021-02-06 18:55:49.692775\t总交易日：\t3528\n", "2021-02-06 18:55:49.692775\t盈利交易日：\t1851\n", "2021-02-06 18:55:49.692775\t亏损交易日：\t1649\n", "2021-02-06 18:55:49.692775\t起始资金：\t50,000,000.00\n", "2021-02-06 18:55:49.692775\t结束资金：\t69,811,400.59\n", "2021-02-06 18:55:49.692775\t总收益率：\t39.62%\n", "2021-02-06 18:55:49.692775\t年化收益：\t2.70%\n", "2021-02-06 18:55:49.692775\t最大回撤: \t-3,197,968.00\n", "2021-02-06 18:55:49.692775\t百分比最大回撤: -4.55%\n", "2021-02-06 18:55:49.692775\t最长回撤天数: \t604\n", "2021-02-06 18:55:49.692775\t总盈亏：\t19,811,400.59\n", "2021-02-06 18:55:49.692775\t总手续费：\t9,940,720.92\n", "2021-02-06 18:55:49.692775\t总滑点：\t0.00\n", "2021-02-06 18:55:49.692775\t总成交金额：\t9,940,720,916.01\n", "2021-02-06 18:55:49.692775\t总成交笔数：\t9537\n", "2021-02-06 18:55:49.692775\t日均盈亏：\t5,615.48\n", "2021-02-06 18:55:49.692775\t日均手续费：\t2,817.66\n", "2021-02-06 18:55:49.692775\t日均滑点：\t0.00\n", "2021-02-06 18:55:49.693776\t日均成交金额：\t2,817,664.66\n", "2021-02-06 18:55:49.693776\t日均成交笔数：\t2.703231292517007\n", "2021-02-06 18:55:49.693776\t日均收益率：\t0.01%\n", "2021-02-06 18:55:49.693776\t收益标准差：\t0.22%\n", "2021-02-06 18:55:49.693776\tSharpe Ratio：\t0.65\n", "2021-02-06 18:55:49.693776\t收益回撤比：\t6.19\n", "2021-02-06 18:55:49.693776\t策略统计指标计算完成\n", "4\n", "2021-02-06 18:55:49.697776\t开始加载历史数据\n", "2021-02-06 18:55:50.184745\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:55:50.458772\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:55:50.702774\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 18:55:50.917741\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 18:55:51.083772\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:55:51.258746\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:55:51.522745\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 18:55:51.722772\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 18:55:51.946775\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 18:55:52.117777\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 18:55:52.300786\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 18:55:52.559772\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:55:52.847772\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:55:53.071772\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 18:55:53.346772\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:55:53.607745\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:55:53.903743\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:55:54.189772\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 18:55:54.427774\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 18:55:54.599774\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 18:55:54.772775\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 18:55:55.016741\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 18:55:55.268741\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 18:55:55.459745\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 18:55:55.689745\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 18:55:55.895743\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 18:55:56.097743\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 18:55:56.472745\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 18:55:56.736745\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:55:56.950772\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 18:55:57.168743\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:55:57.378746\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:55:57.541774\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 18:55:57.729746\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 18:55:57.928743\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 18:55:58.111772\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:55:58.290769\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:55:58.574745\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 18:55:58.763745\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 18:55:58.966745\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 18:55:59.155745\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:55:59.335745\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 18:55:59.520745\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:55:59.520745\t所有历史数据加载完成\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "2021-02-06 18:56:01.229774\t逐日盯市盈亏计算完成\n", "2021-02-06 18:56:01.229774\t开始计算策略统计指标\n", "2021-02-06 18:56:01.235777\t------------------------------\n", "2021-02-06 18:56:01.235777\t首个交易日：\t2006-01-03\n", "2021-02-06 18:56:01.235777\t最后交易日：\t2020-12-29\n", "2021-02-06 18:56:01.236779\t总交易日：\t3528\n", "2021-02-06 18:56:01.236779\t盈利交易日：\t1812\n", "2021-02-06 18:56:01.236779\t亏损交易日：\t1689\n", "2021-02-06 18:56:01.236779\t起始资金：\t50,000,000.00\n", "2021-02-06 18:56:01.236779\t结束资金：\t65,782,805.91\n", "2021-02-06 18:56:01.236779\t总收益率：\t31.57%\n", "2021-02-06 18:56:01.236779\t年化收益：\t2.15%\n", "2021-02-06 18:56:01.236779\t最大回撤: \t-3,392,100.91\n", "2021-02-06 18:56:01.236779\t百分比最大回撤: -5.41%\n", "2021-02-06 18:56:01.236779\t最长回撤天数: \t597\n", "2021-02-06 18:56:01.236779\t总盈亏：\t15,782,805.91\n", "2021-02-06 18:56:01.236779\t总手续费：\t9,818,439.17\n", "2021-02-06 18:56:01.236779\t总滑点：\t0.00\n", "2021-02-06 18:56:01.236779\t总成交金额：\t9,818,439,170.76\n", "2021-02-06 18:56:01.236779\t总成交笔数：\t9538\n", "2021-02-06 18:56:01.236779\t日均盈亏：\t4,473.58\n", "2021-02-06 18:56:01.236779\t日均手续费：\t2,783.00\n", "2021-02-06 18:56:01.236779\t日均滑点：\t0.00\n", "2021-02-06 18:56:01.236779\t日均成交金额：\t2,783,004.30\n", "2021-02-06 18:56:01.236779\t日均成交笔数：\t2.703514739229025\n", "2021-02-06 18:56:01.236779\t日均收益率：\t0.01%\n", "2021-02-06 18:56:01.236779\t收益标准差：\t0.23%\n", "2021-02-06 18:56:01.236779\tSharpe Ratio：\t0.52\n", "2021-02-06 18:56:01.236779\t收益回撤比：\t4.65\n", "2021-02-06 18:56:01.236779\t策略统计指标计算完成\n", "5\n", "2021-02-06 18:56:01.240741\t开始加载历史数据\n", "2021-02-06 18:56:01.505776\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:56:01.765774\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:56:02.011772\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 18:56:02.216774\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 18:56:02.372772\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:56:02.544745\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:56:02.808745\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 18:56:03.004773\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 18:56:03.227773\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 18:56:03.393772\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 18:56:03.583745\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 18:56:03.844775\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:56:04.119772\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:56:04.276772\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 18:56:04.541772\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:56:04.805772\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:56:05.076745\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:56:05.368745\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 18:56:05.636745\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 18:56:05.827741\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 18:56:05.999772\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 18:56:06.241772\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 18:56:06.486745\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 18:56:06.678746\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 18:56:06.878772\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 18:56:07.055772\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 18:56:07.476745\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 18:56:07.736772\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 18:56:08.003747\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:56:08.225742\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 18:56:08.411774\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:56:08.600772\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:56:08.763772\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 18:56:08.947743\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 18:56:09.156743\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 18:56:09.340772\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:56:09.528773\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:56:09.802785\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 18:56:09.990745\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 18:56:10.173772\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 18:56:10.362745\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:56:10.517772\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 18:56:10.680772\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:56:10.680772\t所有历史数据加载完成\n", "2021-02-06 18:56:12.458743\t逐日盯市盈亏计算完成\n", "2021-02-06 18:56:12.459743\t开始计算策略统计指标\n", "2021-02-06 18:56:12.465773\t------------------------------\n", "2021-02-06 18:56:12.465773\t首个交易日：\t2006-01-03\n", "2021-02-06 18:56:12.465773\t最后交易日：\t2020-12-29\n", "2021-02-06 18:56:12.465773\t总交易日：\t3528\n", "2021-02-06 18:56:12.465773\t盈利交易日：\t1833\n", "2021-02-06 18:56:12.465773\t亏损交易日：\t1669\n", "2021-02-06 18:56:12.465773\t起始资金：\t50,000,000.00\n", "2021-02-06 18:56:12.465773\t结束资金：\t70,450,110.49\n", "2021-02-06 18:56:12.465773\t总收益率：\t40.90%\n", "2021-02-06 18:56:12.465773\t年化收益：\t2.78%\n", "2021-02-06 18:56:12.465773\t最大回撤: \t-3,174,180.74\n", "2021-02-06 18:56:12.465773\t百分比最大回撤: -5.15%\n", "2021-02-06 18:56:12.465773\t最长回撤天数: \t315\n", "2021-02-06 18:56:12.465773\t总盈亏：\t20,450,110.49\n", "2021-02-06 18:56:12.465773\t总手续费：\t9,827,470.46\n", "2021-02-06 18:56:12.465773\t总滑点：\t0.00\n", "2021-02-06 18:56:12.465773\t总成交金额：\t9,827,470,457.46\n", "2021-02-06 18:56:12.465773\t总成交笔数：\t9585\n", "2021-02-06 18:56:12.465773\t日均盈亏：\t5,796.52\n", "2021-02-06 18:56:12.465773\t日均手续费：\t2,785.56\n", "2021-02-06 18:56:12.465773\t日均滑点：\t0.00\n", "2021-02-06 18:56:12.465773\t日均成交金额：\t2,785,564.19\n", "2021-02-06 18:56:12.465773\t日均成交笔数：\t2.7168367346938775\n", "2021-02-06 18:56:12.465773\t日均收益率：\t0.01%\n", "2021-02-06 18:56:12.465773\t收益标准差：\t0.22%\n", "2021-02-06 18:56:12.465773\tSharpe Ratio：\t0.67\n", "2021-02-06 18:56:12.465773\t收益回撤比：\t6.44\n", "2021-02-06 18:56:12.465773\t策略统计指标计算完成\n", "6\n", "2021-02-06 18:56:12.470773\t开始加载历史数据\n", "2021-02-06 18:56:12.771745\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:56:13.070741\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:56:13.337772\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 18:56:13.540771\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 18:56:13.695775\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:56:13.849773\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:56:14.087772\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 18:56:14.275772\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 18:56:14.499772\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 18:56:14.666772\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 18:56:14.839773\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 18:56:15.105774\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:56:15.366775\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:56:15.525772\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 18:56:15.786774\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:56:16.070745\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:56:16.352772\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:56:16.647745\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 18:56:16.917745\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 18:56:17.089776\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 18:56:17.276745\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 18:56:17.786745\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 18:56:18.008741\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 18:56:18.175772\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 18:56:18.375771\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 18:56:18.554774\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 18:56:18.725774\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 18:56:19.016772\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 18:56:19.288772\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:56:19.490772\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 18:56:19.680775\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:56:19.865773\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:56:20.035745\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 18:56:20.207772\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 18:56:20.403746\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 18:56:20.598772\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:56:20.780772\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:56:21.049774\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 18:56:21.213772\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 18:56:21.479772\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 18:56:21.642772\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:56:21.811745\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 18:56:22.004746\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:56:22.004746\t所有历史数据加载完成\n", "2021-02-06 18:56:23.716775\t逐日盯市盈亏计算完成\n", "2021-02-06 18:56:23.716775\t开始计算策略统计指标\n", "2021-02-06 18:56:23.723774\t------------------------------\n", "2021-02-06 18:56:23.723774\t首个交易日：\t2006-01-03\n", "2021-02-06 18:56:23.723774\t最后交易日：\t2020-12-29\n", "2021-02-06 18:56:23.723774\t总交易日：\t3528\n", "2021-02-06 18:56:23.723774\t盈利交易日：\t1818\n", "2021-02-06 18:56:23.723774\t亏损交易日：\t1685\n", "2021-02-06 18:56:23.723774\t起始资金：\t50,000,000.00\n", "2021-02-06 18:56:23.723774\t结束资金：\t69,995,829.51\n", "2021-02-06 18:56:23.723774\t总收益率：\t39.99%\n", "2021-02-06 18:56:23.723774\t年化收益：\t2.72%\n", "2021-02-06 18:56:23.723774\t最大回撤: \t-5,681,754.24\n", "2021-02-06 18:56:23.723774\t百分比最大回撤: -7.99%\n", "2021-02-06 18:56:23.723774\t最长回撤天数: \t203\n", "2021-02-06 18:56:23.723774\t总盈亏：\t19,995,829.51\n", "2021-02-06 18:56:23.723774\t总手续费：\t9,752,899.26\n", "2021-02-06 18:56:23.723774\t总滑点：\t0.00\n", "2021-02-06 18:56:23.723774\t总成交金额：\t9,752,899,260.33\n", "2021-02-06 18:56:23.723774\t总成交笔数：\t9563\n", "2021-02-06 18:56:23.723774\t日均盈亏：\t5,667.75\n", "2021-02-06 18:56:23.723774\t日均手续费：\t2,764.43\n", "2021-02-06 18:56:23.723774\t日均滑点：\t0.00\n", "2021-02-06 18:56:23.723774\t日均成交金额：\t2,764,427.23\n", "2021-02-06 18:56:23.723774\t日均成交笔数：\t2.7106009070294785\n", "2021-02-06 18:56:23.723774\t日均收益率：\t0.01%\n", "2021-02-06 18:56:23.723774\t收益标准差：\t0.23%\n", "2021-02-06 18:56:23.723774\tSharpe Ratio：\t0.64\n", "2021-02-06 18:56:23.723774\t收益回撤比：\t3.52\n", "2021-02-06 18:56:23.724741\t策略统计指标计算完成\n", "7\n", "2021-02-06 18:56:23.728772\t开始加载历史数据\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "2021-02-06 18:56:24.015745\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:56:24.292774\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:56:24.559775\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 18:56:24.786743\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 18:56:24.986015\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:56:25.161009\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:56:25.430013\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 18:56:25.643010\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 18:56:25.883009\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 18:56:26.052039\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 18:56:26.474010\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 18:56:26.783034\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:56:27.079040\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:56:27.238040\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 18:56:27.498010\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:56:27.757039\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:56:28.033041\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:56:28.290009\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 18:56:28.531043\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 18:56:28.701047\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 18:56:28.876043\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 18:56:29.126039\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 18:56:29.444040\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 18:56:29.614013\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 18:56:29.818042\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 18:56:29.997042\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 18:56:30.170039\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 18:56:30.465013\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 18:56:30.729009\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:56:30.924039\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 18:56:31.113039\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:56:31.335040\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:56:31.512040\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 18:56:31.710038\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 18:56:31.927010\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 18:56:32.123039\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:56:32.327010\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:56:32.591009\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 18:56:32.777019\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 18:56:32.968042\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 18:56:33.151042\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:56:33.328231\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 18:56:33.492259\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:56:33.492259\t所有历史数据加载完成\n", "2021-02-06 18:56:35.188262\t逐日盯市盈亏计算完成\n", "2021-02-06 18:56:35.188262\t开始计算策略统计指标\n", "2021-02-06 18:56:35.194261\t------------------------------\n", "2021-02-06 18:56:35.194261\t首个交易日：\t2006-01-03\n", "2021-02-06 18:56:35.194261\t最后交易日：\t2020-12-29\n", "2021-02-06 18:56:35.194261\t总交易日：\t3528\n", "2021-02-06 18:56:35.194261\t盈利交易日：\t1860\n", "2021-02-06 18:56:35.194261\t亏损交易日：\t1644\n", "2021-02-06 18:56:35.194261\t起始资金：\t50,000,000.00\n", "2021-02-06 18:56:35.194261\t结束资金：\t72,776,331.76\n", "2021-02-06 18:56:35.194261\t总收益率：\t45.55%\n", "2021-02-06 18:56:35.194261\t年化收益：\t3.10%\n", "2021-02-06 18:56:35.194261\t最大回撤: \t-4,866,311.89\n", "2021-02-06 18:56:35.194261\t百分比最大回撤: -6.85%\n", "2021-02-06 18:56:35.194261\t最长回撤天数: \t170\n", "2021-02-06 18:56:35.194261\t总盈亏：\t22,776,331.76\n", "2021-02-06 18:56:35.194261\t总手续费：\t9,741,892.35\n", "2021-02-06 18:56:35.194261\t总滑点：\t0.00\n", "2021-02-06 18:56:35.194261\t总成交金额：\t9,741,892,351.16\n", "2021-02-06 18:56:35.194261\t总成交笔数：\t9583\n", "2021-02-06 18:56:35.194261\t日均盈亏：\t6,455.88\n", "2021-02-06 18:56:35.194261\t日均手续费：\t2,761.31\n", "2021-02-06 18:56:35.194261\t日均滑点：\t0.00\n", "2021-02-06 18:56:35.194261\t日均成交金额：\t2,761,307.36\n", "2021-02-06 18:56:35.194261\t日均成交笔数：\t2.7162698412698414\n", "2021-02-06 18:56:35.194261\t日均收益率：\t0.01%\n", "2021-02-06 18:56:35.194261\t收益标准差：\t0.22%\n", "2021-02-06 18:56:35.194261\tSharpe Ratio：\t0.74\n", "2021-02-06 18:56:35.195261\t收益回撤比：\t4.68\n", "2021-02-06 18:56:35.195261\t策略统计指标计算完成\n", "8\n", "2021-02-06 18:56:35.199261\t开始加载历史数据\n", "2021-02-06 18:56:35.467229\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:56:35.729258\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:56:35.974261\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 18:56:36.195258\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 18:56:36.352258\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:56:36.519258\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:56:36.756258\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 18:56:36.963229\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 18:56:37.193231\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 18:56:37.385231\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 18:56:37.560258\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 18:56:37.822260\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:56:38.085257\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:56:38.264231\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 18:56:38.560228\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:56:38.832227\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:56:39.342257\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:56:39.610228\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 18:56:39.876227\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 18:56:40.062227\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 18:56:40.252231\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 18:56:40.504253\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 18:56:40.725257\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 18:56:40.897227\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 18:56:41.103257\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 18:56:41.295262\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 18:56:41.468227\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 18:56:41.731229\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 18:56:42.003227\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:56:42.197258\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 18:56:42.408229\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:56:42.621228\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:56:42.883229\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 18:56:43.061260\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 18:56:43.248268\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 18:56:43.433228\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:56:43.619257\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:56:43.894228\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 18:56:44.061258\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 18:56:44.249260\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 18:56:44.412259\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:56:44.576231\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 18:56:44.741255\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:56:44.741255\t所有历史数据加载完成\n", "2021-02-06 18:56:46.286260\t逐日盯市盈亏计算完成\n", "2021-02-06 18:56:46.286260\t开始计算策略统计指标\n", "2021-02-06 18:56:46.292259\t------------------------------\n", "2021-02-06 18:56:46.292259\t首个交易日：\t2006-01-03\n", "2021-02-06 18:56:46.292259\t最后交易日：\t2020-12-29\n", "2021-02-06 18:56:46.292259\t总交易日：\t3528\n", "2021-02-06 18:56:46.292259\t盈利交易日：\t1808\n", "2021-02-06 18:56:46.293264\t亏损交易日：\t1697\n", "2021-02-06 18:56:46.293264\t起始资金：\t50,000,000.00\n", "2021-02-06 18:56:46.293264\t结束资金：\t67,750,946.94\n", "2021-02-06 18:56:46.293264\t总收益率：\t35.50%\n", "2021-02-06 18:56:46.293264\t年化收益：\t2.42%\n", "2021-02-06 18:56:46.293264\t最大回撤: \t-3,975,649.85\n", "2021-02-06 18:56:46.293264\t百分比最大回撤: -6.50%\n", "2021-02-06 18:56:46.293264\t最长回撤天数: \t307\n", "2021-02-06 18:56:46.293264\t总盈亏：\t17,750,946.94\n", "2021-02-06 18:56:46.293264\t总手续费：\t9,859,940.66\n", "2021-02-06 18:56:46.293264\t总滑点：\t0.00\n", "2021-02-06 18:56:46.293264\t总成交金额：\t9,859,940,664.46\n", "2021-02-06 18:56:46.293264\t总成交笔数：\t9548\n", "2021-02-06 18:56:46.293264\t日均盈亏：\t5,031.45\n", "2021-02-06 18:56:46.293264\t日均手续费：\t2,794.77\n", "2021-02-06 18:56:46.293264\t日均滑点：\t0.00\n", "2021-02-06 18:56:46.293264\t日均成交金额：\t2,794,767.76\n", "2021-02-06 18:56:46.293264\t日均成交笔数：\t2.7063492063492065\n", "2021-02-06 18:56:46.293264\t日均收益率：\t0.01%\n", "2021-02-06 18:56:46.293264\t收益标准差：\t0.23%\n", "2021-02-06 18:56:46.293264\tSharpe Ratio：\t0.58\n", "2021-02-06 18:56:46.293264\t收益回撤比：\t4.46\n", "2021-02-06 18:56:46.294260\t策略统计指标计算完成\n", "9\n", "2021-02-06 18:56:46.298258\t开始加载历史数据\n", "2021-02-06 18:56:46.804228\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:56:47.087257\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:56:47.352227\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 18:56:47.564227\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 18:56:47.724253\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:56:47.881257\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:56:48.122258\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 18:56:48.310258\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 18:56:48.536258\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 18:56:48.705262\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 18:56:48.891231\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 18:56:49.152227\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:56:49.424228\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:56:49.657258\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 18:56:49.917260\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:56:50.180262\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:56:50.448227\tM99.DCE历史数据加载完成，数据量：3528\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "2021-02-06 18:56:50.731225\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 18:56:50.977263\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 18:56:51.148259\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 18:56:51.321258\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 18:56:51.565228\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 18:56:51.800229\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 18:56:51.967260\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 18:56:52.191231\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 18:56:52.383258\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 18:56:52.555258\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 18:56:52.912229\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 18:56:53.174260\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:56:53.365258\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 18:56:53.551261\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:56:53.738261\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:56:53.902261\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 18:56:54.073255\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 18:56:54.259227\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 18:56:54.444258\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:56:54.626257\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:56:54.875257\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 18:56:55.041260\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 18:56:55.224260\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 18:56:55.387225\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:56:55.551231\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 18:56:55.713259\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:56:55.713259\t所有历史数据加载完成\n", "2021-02-06 18:56:57.369260\t逐日盯市盈亏计算完成\n", "2021-02-06 18:56:57.369260\t开始计算策略统计指标\n", "2021-02-06 18:56:57.375261\t------------------------------\n", "2021-02-06 18:56:57.375261\t首个交易日：\t2006-01-03\n", "2021-02-06 18:56:57.375261\t最后交易日：\t2020-12-29\n", "2021-02-06 18:56:57.375261\t总交易日：\t3528\n", "2021-02-06 18:56:57.375261\t盈利交易日：\t1830\n", "2021-02-06 18:56:57.375261\t亏损交易日：\t1676\n", "2021-02-06 18:56:57.375261\t起始资金：\t50,000,000.00\n", "2021-02-06 18:56:57.375261\t结束资金：\t72,115,809.51\n", "2021-02-06 18:56:57.375261\t总收益率：\t44.23%\n", "2021-02-06 18:56:57.375261\t年化收益：\t3.01%\n", "2021-02-06 18:56:57.375261\t最大回撤: \t-5,167,380.81\n", "2021-02-06 18:56:57.375261\t百分比最大回撤: -7.07%\n", "2021-02-06 18:56:57.375261\t最长回撤天数: \t325\n", "2021-02-06 18:56:57.375261\t总盈亏：\t22,115,809.51\n", "2021-02-06 18:56:57.375261\t总手续费：\t9,682,052.37\n", "2021-02-06 18:56:57.375261\t总滑点：\t0.00\n", "2021-02-06 18:56:57.375261\t总成交金额：\t9,682,052,365.95\n", "2021-02-06 18:56:57.375261\t总成交笔数：\t9538\n", "2021-02-06 18:56:57.375261\t日均盈亏：\t6,268.65\n", "2021-02-06 18:56:57.375261\t日均手续费：\t2,744.35\n", "2021-02-06 18:56:57.375261\t日均滑点：\t0.00\n", "2021-02-06 18:56:57.375261\t日均成交金额：\t2,744,345.91\n", "2021-02-06 18:56:57.375261\t日均成交笔数：\t2.703514739229025\n", "2021-02-06 18:56:57.375261\t日均收益率：\t0.01%\n", "2021-02-06 18:56:57.375261\t收益标准差：\t0.21%\n", "2021-02-06 18:56:57.375261\tSharpe Ratio：\t0.75\n", "2021-02-06 18:56:57.375261\t收益回撤比：\t4.28\n", "2021-02-06 18:56:57.376260\t策略统计指标计算完成\n", "2021-02-06 18:56:57.382227\t开始计算策略统计指标\n", "2021-02-06 18:56:57.388263\t------------------------------\n", "2021-02-06 18:56:57.388263\t首个交易日：\t2006-01-03\n", "2021-02-06 18:56:57.388263\t最后交易日：\t2020-12-29\n", "2021-02-06 18:56:57.388263\t总交易日：\t3528\n", "2021-02-06 18:56:57.388263\t盈利交易日：\t1831\n", "2021-02-06 18:56:57.388263\t亏损交易日：\t1676\n", "2021-02-06 18:56:57.388263\t起始资金：\t50,000,000.00\n", "2021-02-06 18:56:57.388263\t结束资金：\t71,993,074.12\n", "2021-02-06 18:56:57.388263\t总收益率：\t43.99%\n", "2021-02-06 18:56:57.388263\t年化收益：\t2.99%\n", "2021-02-06 18:56:57.388263\t最大回撤: \t-2,348,930.20\n", "2021-02-06 18:56:57.388263\t百分比最大回撤: -3.47%\n", "2021-02-06 18:56:57.388263\t最长回撤天数: \t335\n", "2021-02-06 18:56:57.388263\t总盈亏：\t21,993,074.12\n", "2021-02-06 18:56:57.388263\t总手续费：\t9,777,558.32\n", "2021-02-06 18:56:57.388263\t总滑点：\t0.00\n", "2021-02-06 18:56:57.388263\t总成交金额：\t9,777,558,320.17\n", "2021-02-06 18:56:57.388263\t总成交笔数：\t9547.9\n", "2021-02-06 18:56:57.388263\t日均盈亏：\t6,233.86\n", "2021-02-06 18:56:57.388263\t日均手续费：\t2,771.42\n", "2021-02-06 18:56:57.388263\t日均滑点：\t0.00\n", "2021-02-06 18:56:57.388263\t日均成交金额：\t2,771,416.76\n", "2021-02-06 18:56:57.388263\t日均成交笔数：\t2.7063208616780043\n", "2021-02-06 18:56:57.388263\t日均收益率：\t0.01%\n", "2021-02-06 18:56:57.388263\t收益标准差：\t0.18%\n", "2021-02-06 18:56:57.388263\tSharpe Ratio：\t0.76\n", "2021-02-06 18:56:57.388263\t收益回撤比：\t9.36\n", "2021-02-06 18:56:57.389229\t策略统计指标计算完成\n", "0\n", "2021-02-06 18:56:57.389229\t开始加载历史数据\n", "2021-02-06 18:56:57.666230\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:56:57.935231\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:56:58.353163\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 18:56:58.583164\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 18:56:58.746167\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:56:58.916193\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:56:59.186167\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 18:56:59.393163\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 18:56:59.667162\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 18:56:59.872163\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 18:57:00.203169\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 18:57:00.576749\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:57:00.943777\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:57:01.110778\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 18:57:01.401750\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:57:01.704780\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:57:01.977754\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:57:02.243750\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 18:57:02.491750\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 18:57:02.680754\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 18:57:02.877754\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 18:57:03.141781\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 18:57:03.380750\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 18:57:03.556754\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 18:57:03.761755\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 18:57:03.970752\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 18:57:04.381780\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 18:57:04.647781\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 18:57:04.911784\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:57:05.110754\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 18:57:05.305753\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:57:05.504780\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:57:05.668750\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 18:57:05.859754\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 18:57:06.066754\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 18:57:06.250781\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:57:06.432782\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:57:06.688784\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 18:57:06.853786\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 18:57:07.038783\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 18:57:07.206781\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:57:07.360781\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 18:57:07.524781\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:57:07.524781\t所有历史数据加载完成\n", "2021-02-06 18:57:09.139782\t逐日盯市盈亏计算完成\n", "2021-02-06 18:57:09.139782\t开始计算策略统计指标\n", "2021-02-06 18:57:09.146780\t------------------------------\n", "2021-02-06 18:57:09.146780\t首个交易日：\t2006-01-03\n", "2021-02-06 18:57:09.146780\t最后交易日：\t2020-12-29\n", "2021-02-06 18:57:09.146780\t总交易日：\t3528\n", "2021-02-06 18:57:09.146780\t盈利交易日：\t1827\n", "2021-02-06 18:57:09.146780\t亏损交易日：\t1670\n", "2021-02-06 18:57:09.146780\t起始资金：\t50,000,000.00\n", "2021-02-06 18:57:09.146780\t结束资金：\t68,016,435.84\n", "2021-02-06 18:57:09.146780\t总收益率：\t36.03%\n", "2021-02-06 18:57:09.146780\t年化收益：\t2.45%\n", "2021-02-06 18:57:09.146780\t最大回撤: \t-4,340,193.67\n", "2021-02-06 18:57:09.146780\t百分比最大回撤: -7.29%\n", "2021-02-06 18:57:09.146780\t最长回撤天数: \t628\n", "2021-02-06 18:57:09.146780\t总盈亏：\t18,016,435.84\n", "2021-02-06 18:57:09.146780\t总手续费：\t6,683,035.13\n", "2021-02-06 18:57:09.146780\t总滑点：\t0.00\n", "2021-02-06 18:57:09.146780\t总成交金额：\t6,683,035,130.97\n", "2021-02-06 18:57:09.146780\t总成交笔数：\t6458\n", "2021-02-06 18:57:09.146780\t日均盈亏：\t5,106.70\n", "2021-02-06 18:57:09.146780\t日均手续费：\t1,894.28\n", "2021-02-06 18:57:09.146780\t日均滑点：\t0.00\n", "2021-02-06 18:57:09.146780\t日均成交金额：\t1,894,284.33\n", "2021-02-06 18:57:09.146780\t日均成交笔数：\t1.8304988662131518\n", "2021-02-06 18:57:09.146780\t日均收益率：\t0.01%\n", "2021-02-06 18:57:09.146780\t收益标准差：\t0.23%\n", "2021-02-06 18:57:09.146780\tSharpe Ratio：\t0.58\n", "2021-02-06 18:57:09.146780\t收益回撤比：\t4.15\n", "2021-02-06 18:57:09.146780\t策略统计指标计算完成\n", "1\n", "2021-02-06 18:57:09.148781\t开始加载历史数据\n", "2021-02-06 18:57:09.414783\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:57:09.676780\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:57:09.919780\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 18:57:10.140750\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 18:57:10.298754\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:57:10.457786\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:57:10.718780\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 18:57:10.905782\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 18:57:11.132783\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 18:57:11.300783\tHC99.SHFE历史数据加载完成，数据量：1603\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "2021-02-06 18:57:11.474785\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 18:57:11.733784\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:57:11.993782\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:57:12.155780\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 18:57:12.419751\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:57:12.707748\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:57:12.968782\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:57:13.226780\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 18:57:13.466781\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 18:57:13.636781\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 18:57:13.810781\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 18:57:14.059783\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 18:57:14.560781\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 18:57:14.729780\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 18:57:14.959754\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 18:57:15.154756\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 18:57:15.334781\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 18:57:15.596784\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 18:57:15.875783\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:57:16.066780\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 18:57:16.278754\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:57:16.468782\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:57:16.655780\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 18:57:16.847754\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 18:57:17.043750\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 18:57:17.231780\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:57:17.412783\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:57:17.663783\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 18:57:17.827782\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 18:57:18.022754\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 18:57:18.210753\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:57:18.365780\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 18:57:18.614783\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:57:18.614783\t所有历史数据加载完成\n", "2021-02-06 18:57:20.388202\t逐日盯市盈亏计算完成\n", "2021-02-06 18:57:20.388202\t开始计算策略统计指标\n", "2021-02-06 18:57:20.395201\t------------------------------\n", "2021-02-06 18:57:20.395201\t首个交易日：\t2006-01-03\n", "2021-02-06 18:57:20.395201\t最后交易日：\t2020-12-29\n", "2021-02-06 18:57:20.395201\t总交易日：\t3528\n", "2021-02-06 18:57:20.395201\t盈利交易日：\t1860\n", "2021-02-06 18:57:20.395201\t亏损交易日：\t1638\n", "2021-02-06 18:57:20.395201\t起始资金：\t50,000,000.00\n", "2021-02-06 18:57:20.395201\t结束资金：\t70,219,051.89\n", "2021-02-06 18:57:20.395201\t总收益率：\t40.44%\n", "2021-02-06 18:57:20.395201\t年化收益：\t2.75%\n", "2021-02-06 18:57:20.395201\t最大回撤: \t-5,424,683.15\n", "2021-02-06 18:57:20.395201\t百分比最大回撤: -9.02%\n", "2021-02-06 18:57:20.395201\t最长回撤天数: \t840\n", "2021-02-06 18:57:20.395201\t总盈亏：\t20,219,051.89\n", "2021-02-06 18:57:20.395201\t总手续费：\t6,656,650.50\n", "2021-02-06 18:57:20.395201\t总滑点：\t0.00\n", "2021-02-06 18:57:20.395201\t总成交金额：\t6,656,650,498.64\n", "2021-02-06 18:57:20.395201\t总成交笔数：\t6417\n", "2021-02-06 18:57:20.395201\t日均盈亏：\t5,731.02\n", "2021-02-06 18:57:20.395201\t日均手续费：\t1,886.81\n", "2021-02-06 18:57:20.395201\t日均滑点：\t0.00\n", "2021-02-06 18:57:20.395201\t日均成交金额：\t1,886,805.70\n", "2021-02-06 18:57:20.395201\t日均成交笔数：\t1.8188775510204083\n", "2021-02-06 18:57:20.395201\t日均收益率：\t0.01%\n", "2021-02-06 18:57:20.395201\t收益标准差：\t0.24%\n", "2021-02-06 18:57:20.395201\tSharpe Ratio：\t0.63\n", "2021-02-06 18:57:20.395201\t收益回撤比：\t3.73\n", "2021-02-06 18:57:20.396201\t策略统计指标计算完成\n", "2\n", "2021-02-06 18:57:20.400200\t开始加载历史数据\n", "2021-02-06 18:57:20.672202\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:57:20.955231\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:57:21.204202\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 18:57:21.413198\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 18:57:21.572231\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:57:21.745229\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:57:21.996198\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 18:57:22.190202\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 18:57:22.425231\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 18:57:22.594229\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 18:57:22.769228\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 18:57:23.043229\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:57:23.334228\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:57:23.493230\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 18:57:23.755233\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:57:24.023228\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:57:24.288202\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:57:24.783197\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 18:57:25.025228\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 18:57:25.194232\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 18:57:25.367228\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 18:57:25.614201\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 18:57:25.841233\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 18:57:26.010232\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 18:57:26.213231\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 18:57:26.394198\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 18:57:26.571197\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 18:57:26.837197\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 18:57:27.107231\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:57:27.299231\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 18:57:27.511199\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:57:27.721199\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:57:27.886228\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 18:57:28.059228\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 18:57:28.333228\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 18:57:28.516229\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:57:28.697229\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:57:28.975202\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 18:57:29.154199\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 18:57:29.348197\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 18:57:29.509198\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:57:29.665199\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 18:57:29.828198\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:57:29.828198\t所有历史数据加载完成\n", "2021-02-06 18:57:31.366228\t逐日盯市盈亏计算完成\n", "2021-02-06 18:57:31.367226\t开始计算策略统计指标\n", "2021-02-06 18:57:31.373228\t------------------------------\n", "2021-02-06 18:57:31.373228\t首个交易日：\t2006-01-03\n", "2021-02-06 18:57:31.373228\t最后交易日：\t2020-12-29\n", "2021-02-06 18:57:31.373228\t总交易日：\t3528\n", "2021-02-06 18:57:31.373228\t盈利交易日：\t1844\n", "2021-02-06 18:57:31.373228\t亏损交易日：\t1655\n", "2021-02-06 18:57:31.373228\t起始资金：\t50,000,000.00\n", "2021-02-06 18:57:31.373228\t结束资金：\t69,175,271.85\n", "2021-02-06 18:57:31.373228\t总收益率：\t38.35%\n", "2021-02-06 18:57:31.373228\t年化收益：\t2.61%\n", "2021-02-06 18:57:31.374228\t最大回撤: \t-5,734,867.36\n", "2021-02-06 18:57:31.374228\t百分比最大回撤: -9.73%\n", "2021-02-06 18:57:31.374228\t最长回撤天数: \t786\n", "2021-02-06 18:57:31.374228\t总盈亏：\t19,175,271.85\n", "2021-02-06 18:57:31.374228\t总手续费：\t6,647,707.03\n", "2021-02-06 18:57:31.374228\t总滑点：\t0.00\n", "2021-02-06 18:57:31.374228\t总成交金额：\t6,647,707,028.91\n", "2021-02-06 18:57:31.374228\t总成交笔数：\t6484\n", "2021-02-06 18:57:31.374228\t日均盈亏：\t5,435.17\n", "2021-02-06 18:57:31.374228\t日均手续费：\t1,884.27\n", "2021-02-06 18:57:31.374228\t日均滑点：\t0.00\n", "2021-02-06 18:57:31.374228\t日均成交金额：\t1,884,270.70\n", "2021-02-06 18:57:31.374228\t日均成交笔数：\t1.8378684807256236\n", "2021-02-06 18:57:31.374228\t日均收益率：\t0.01%\n", "2021-02-06 18:57:31.374228\t收益标准差：\t0.24%\n", "2021-02-06 18:57:31.374228\tSharpe Ratio：\t0.60\n", "2021-02-06 18:57:31.374228\t收益回撤比：\t3.34\n", "2021-02-06 18:57:31.374228\t策略统计指标计算完成\n", "3\n", "2021-02-06 18:57:31.379199\t开始加载历史数据\n", "2021-02-06 18:57:31.644228\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:57:31.908198\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:57:32.379229\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 18:57:32.580228\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 18:57:32.736231\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:57:32.891232\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:57:33.129226\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 18:57:33.318202\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 18:57:33.545233\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 18:57:33.716228\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 18:57:33.890234\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 18:57:34.154202\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:57:34.415228\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:57:34.572228\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 18:57:34.833228\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:57:35.094236\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:57:35.423231\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:57:35.685232\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 18:57:35.925228\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 18:57:36.098200\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 18:57:36.269228\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 18:57:36.514202\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 18:57:36.740231\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 18:57:36.914231\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 18:57:37.119231\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 18:57:37.306199\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 18:57:37.479235\tI99.DCE历史数据加载完成，数据量：1703\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "2021-02-06 18:57:37.742202\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 18:57:38.038202\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:57:38.232231\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 18:57:38.420231\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:57:38.605231\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:57:38.853234\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 18:57:39.028200\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 18:57:39.227229\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 18:57:39.409230\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:57:39.600228\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:57:39.850226\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 18:57:40.031202\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 18:57:40.215229\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 18:57:40.379229\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:57:40.535229\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 18:57:40.699229\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:57:40.699229\t所有历史数据加载完成\n", "2021-02-06 18:57:42.357228\t逐日盯市盈亏计算完成\n", "2021-02-06 18:57:42.357228\t开始计算策略统计指标\n", "2021-02-06 18:57:42.363231\t------------------------------\n", "2021-02-06 18:57:42.363231\t首个交易日：\t2006-01-03\n", "2021-02-06 18:57:42.363231\t最后交易日：\t2020-12-29\n", "2021-02-06 18:57:42.363231\t总交易日：\t3528\n", "2021-02-06 18:57:42.363231\t盈利交易日：\t1805\n", "2021-02-06 18:57:42.363231\t亏损交易日：\t1695\n", "2021-02-06 18:57:42.363231\t起始资金：\t50,000,000.00\n", "2021-02-06 18:57:42.363231\t结束资金：\t69,270,455.25\n", "2021-02-06 18:57:42.363231\t总收益率：\t38.54%\n", "2021-02-06 18:57:42.363231\t年化收益：\t2.62%\n", "2021-02-06 18:57:42.363231\t最大回撤: \t-6,338,456.39\n", "2021-02-06 18:57:42.363231\t百分比最大回撤: -10.71%\n", "2021-02-06 18:57:42.363231\t最长回撤天数: \t478\n", "2021-02-06 18:57:42.363231\t总盈亏：\t19,270,455.25\n", "2021-02-06 18:57:42.363231\t总手续费：\t6,805,286.87\n", "2021-02-06 18:57:42.363231\t总滑点：\t0.00\n", "2021-02-06 18:57:42.363231\t总成交金额：\t6,805,286,867.26\n", "2021-02-06 18:57:42.363231\t总成交笔数：\t6451\n", "2021-02-06 18:57:42.363231\t日均盈亏：\t5,462.15\n", "2021-02-06 18:57:42.363231\t日均手续费：\t1,928.94\n", "2021-02-06 18:57:42.364228\t日均滑点：\t0.00\n", "2021-02-06 18:57:42.364228\t日均成交金额：\t1,928,936.19\n", "2021-02-06 18:57:42.364228\t日均成交笔数：\t1.8285147392290249\n", "2021-02-06 18:57:42.364228\t日均收益率：\t0.01%\n", "2021-02-06 18:57:42.364228\t收益标准差：\t0.24%\n", "2021-02-06 18:57:42.364228\tSharpe Ratio：\t0.60\n", "2021-02-06 18:57:42.364228\t收益回撤比：\t3.04\n", "2021-02-06 18:57:42.364228\t策略统计指标计算完成\n", "4\n", "2021-02-06 18:57:42.368199\t开始加载历史数据\n", "2021-02-06 18:57:42.635228\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:57:43.102225\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:57:43.365232\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 18:57:43.578200\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 18:57:43.733233\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:57:43.892231\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:57:44.136230\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 18:57:44.349199\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 18:57:44.590202\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 18:57:44.782202\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 18:57:44.965228\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 18:57:45.266202\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:57:45.554226\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:57:45.715228\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 18:57:46.045235\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:57:46.308200\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:57:46.581228\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:57:46.852230\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 18:57:47.118200\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 18:57:47.291229\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 18:57:47.465228\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 18:57:47.708200\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 18:57:47.933231\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 18:57:48.107231\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 18:57:48.312228\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 18:57:48.496230\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 18:57:48.671231\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 18:57:48.947197\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 18:57:49.300198\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:57:49.524199\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 18:57:49.710231\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:57:49.895228\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:57:50.058200\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 18:57:50.228200\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 18:57:50.420228\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 18:57:50.605228\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:57:50.786231\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:57:51.040230\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 18:57:51.205234\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 18:57:51.386198\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 18:57:51.562202\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:57:51.742202\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 18:57:51.907231\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:57:51.908200\t所有历史数据加载完成\n", "2021-02-06 18:57:53.524232\t逐日盯市盈亏计算完成\n", "2021-02-06 18:57:53.525233\t开始计算策略统计指标\n", "2021-02-06 18:57:53.531228\t------------------------------\n", "2021-02-06 18:57:53.531228\t首个交易日：\t2006-01-03\n", "2021-02-06 18:57:53.531228\t最后交易日：\t2020-12-29\n", "2021-02-06 18:57:53.531228\t总交易日：\t3528\n", "2021-02-06 18:57:53.531228\t盈利交易日：\t1812\n", "2021-02-06 18:57:53.531228\t亏损交易日：\t1689\n", "2021-02-06 18:57:53.531228\t起始资金：\t50,000,000.00\n", "2021-02-06 18:57:53.531228\t结束资金：\t66,115,617.34\n", "2021-02-06 18:57:53.531228\t总收益率：\t32.23%\n", "2021-02-06 18:57:53.531228\t年化收益：\t2.19%\n", "2021-02-06 18:57:53.531228\t最大回撤: \t-4,636,529.39\n", "2021-02-06 18:57:53.531228\t百分比最大回撤: -6.81%\n", "2021-02-06 18:57:53.531228\t最长回撤天数: \t964\n", "2021-02-06 18:57:53.531228\t总盈亏：\t16,115,617.34\n", "2021-02-06 18:57:53.531228\t总手续费：\t6,668,400.42\n", "2021-02-06 18:57:53.531228\t总滑点：\t0.00\n", "2021-02-06 18:57:53.531228\t总成交金额：\t6,668,400,420.13\n", "2021-02-06 18:57:53.531228\t总成交笔数：\t6457\n", "2021-02-06 18:57:53.531228\t日均盈亏：\t4,567.92\n", "2021-02-06 18:57:53.531228\t日均手续费：\t1,890.14\n", "2021-02-06 18:57:53.531228\t日均滑点：\t0.00\n", "2021-02-06 18:57:53.531228\t日均成交金额：\t1,890,136.17\n", "2021-02-06 18:57:53.531228\t日均成交笔数：\t1.8302154195011338\n", "2021-02-06 18:57:53.531228\t日均收益率：\t0.01%\n", "2021-02-06 18:57:53.531228\t收益标准差：\t0.23%\n", "2021-02-06 18:57:53.531228\tSharpe Ratio：\t0.54\n", "2021-02-06 18:57:53.531228\t收益回撤比：\t3.48\n", "2021-02-06 18:57:53.531228\t策略统计指标计算完成\n", "5\n", "2021-02-06 18:57:53.538200\t开始加载历史数据\n", "2021-02-06 18:57:53.810231\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:57:54.091228\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:57:54.344198\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 18:57:54.544231\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 18:57:54.700232\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:57:54.865231\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:57:55.106231\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 18:57:55.298200\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 18:57:55.528200\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 18:57:55.702228\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 18:57:55.878205\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 18:57:56.160202\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:57:56.453202\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:57:56.632199\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 18:57:56.915198\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:57:57.185230\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:57:57.460198\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:57:57.724231\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 18:57:57.971201\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 18:57:58.143229\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 18:57:58.316228\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 18:57:58.568197\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 18:57:58.800198\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 18:57:58.969197\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 18:57:59.180229\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 18:57:59.371229\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 18:57:59.550229\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 18:57:59.820230\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 18:58:00.099229\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:58:00.294231\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 18:58:00.765202\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:58:00.988199\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:58:01.162202\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 18:58:01.352202\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 18:58:01.546228\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 18:58:01.737227\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:58:01.921231\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:58:02.174232\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 18:58:02.340228\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 18:58:02.522231\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 18:58:02.699223\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:58:02.855228\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 18:58:03.019228\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:58:03.019228\t所有历史数据加载完成\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "2021-02-06 18:58:04.572231\t逐日盯市盈亏计算完成\n", "2021-02-06 18:58:04.572231\t开始计算策略统计指标\n", "2021-02-06 18:58:04.579198\t------------------------------\n", "2021-02-06 18:58:04.579198\t首个交易日：\t2006-01-03\n", "2021-02-06 18:58:04.579198\t最后交易日：\t2020-12-29\n", "2021-02-06 18:58:04.579198\t总交易日：\t3528\n", "2021-02-06 18:58:04.579198\t盈利交易日：\t1820\n", "2021-02-06 18:58:04.579198\t亏损交易日：\t1682\n", "2021-02-06 18:58:04.579198\t起始资金：\t50,000,000.00\n", "2021-02-06 18:58:04.579198\t结束资金：\t75,936,180.16\n", "2021-02-06 18:58:04.579198\t总收益率：\t51.87%\n", "2021-02-06 18:58:04.579198\t年化收益：\t3.53%\n", "2021-02-06 18:58:04.579198\t最大回撤: \t-3,351,390.80\n", "2021-02-06 18:58:04.579198\t百分比最大回撤: -5.34%\n", "2021-02-06 18:58:04.579198\t最长回撤天数: \t971\n", "2021-02-06 18:58:04.579198\t总盈亏：\t25,936,180.16\n", "2021-02-06 18:58:04.579198\t总手续费：\t6,637,997.01\n", "2021-02-06 18:58:04.579198\t总滑点：\t0.00\n", "2021-02-06 18:58:04.579198\t总成交金额：\t6,637,997,014.45\n", "2021-02-06 18:58:04.579198\t总成交笔数：\t6454\n", "2021-02-06 18:58:04.579198\t日均盈亏：\t7,351.52\n", "2021-02-06 18:58:04.579198\t日均手续费：\t1,881.52\n", "2021-02-06 18:58:04.579198\t日均滑点：\t0.00\n", "2021-02-06 18:58:04.579198\t日均成交金额：\t1,881,518.43\n", "2021-02-06 18:58:04.579198\t日均成交笔数：\t1.8293650793650793\n", "2021-02-06 18:58:04.579198\t日均收益率：\t0.01%\n", "2021-02-06 18:58:04.579198\t收益标准差：\t0.21%\n", "2021-02-06 18:58:04.579198\tSharpe Ratio：\t0.86\n", "2021-02-06 18:58:04.579198\t收益回撤比：\t7.74\n", "2021-02-06 18:58:04.579198\t策略统计指标计算完成\n", "6\n", "2021-02-06 18:58:04.584198\t开始加载历史数据\n", "2021-02-06 18:58:05.107198\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:58:05.388202\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:58:05.650204\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 18:58:05.860198\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 18:58:06.033232\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:58:06.199231\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:58:06.436200\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 18:58:06.624228\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 18:58:06.857231\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 18:58:07.034230\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 18:58:07.214229\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 18:58:07.483228\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:58:07.745228\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:58:07.991197\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 18:58:08.253231\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:58:08.515198\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:58:08.778200\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:58:09.040225\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 18:58:09.282198\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 18:58:09.463201\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 18:58:09.637198\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 18:58:09.881231\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 18:58:10.107234\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 18:58:10.276231\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 18:58:10.479232\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 18:58:10.663198\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 18:58:10.838199\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 18:58:11.193234\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 18:58:11.457223\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:58:11.656231\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 18:58:11.855229\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:58:12.048200\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:58:12.217229\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 18:58:12.389230\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 18:58:12.580198\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 18:58:12.766230\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:58:12.963202\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:58:13.218200\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 18:58:13.383197\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 18:58:13.567235\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 18:58:13.761231\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:58:13.916228\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 18:58:14.080234\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:58:14.080234\t所有历史数据加载完成\n", "2021-02-06 18:58:15.786228\t逐日盯市盈亏计算完成\n", "2021-02-06 18:58:15.786228\t开始计算策略统计指标\n", "2021-02-06 18:58:15.793229\t------------------------------\n", "2021-02-06 18:58:15.793229\t首个交易日：\t2006-01-03\n", "2021-02-06 18:58:15.793229\t最后交易日：\t2020-12-29\n", "2021-02-06 18:58:15.793229\t总交易日：\t3528\n", "2021-02-06 18:58:15.793229\t盈利交易日：\t1839\n", "2021-02-06 18:58:15.793229\t亏损交易日：\t1664\n", "2021-02-06 18:58:15.793229\t起始资金：\t50,000,000.00\n", "2021-02-06 18:58:15.793229\t结束资金：\t71,065,377.54\n", "2021-02-06 18:58:15.793229\t总收益率：\t42.13%\n", "2021-02-06 18:58:15.793229\t年化收益：\t2.87%\n", "2021-02-06 18:58:15.793229\t最大回撤: \t-7,899,081.68\n", "2021-02-06 18:58:15.794229\t百分比最大回撤: -10.52%\n", "2021-02-06 18:58:15.794229\t最长回撤天数: \t996\n", "2021-02-06 18:58:15.794229\t总盈亏：\t21,065,377.54\n", "2021-02-06 18:58:15.794229\t总手续费：\t6,547,985.54\n", "2021-02-06 18:58:15.794229\t总滑点：\t0.00\n", "2021-02-06 18:58:15.794229\t总成交金额：\t6,547,985,537.49\n", "2021-02-06 18:58:15.794229\t总成交笔数：\t6417\n", "2021-02-06 18:58:15.794229\t日均盈亏：\t5,970.91\n", "2021-02-06 18:58:15.794229\t日均手续费：\t1,856.00\n", "2021-02-06 18:58:15.794229\t日均滑点：\t0.00\n", "2021-02-06 18:58:15.794229\t日均成交金额：\t1,856,004.97\n", "2021-02-06 18:58:15.794229\t日均成交笔数：\t1.8188775510204083\n", "2021-02-06 18:58:15.794229\t日均收益率：\t0.01%\n", "2021-02-06 18:58:15.794229\t收益标准差：\t0.21%\n", "2021-02-06 18:58:15.794229\tSharpe Ratio：\t0.72\n", "2021-02-06 18:58:15.794229\t收益回撤比：\t2.67\n", "2021-02-06 18:58:15.795231\t策略统计指标计算完成\n", "7\n", "2021-02-06 18:58:15.799228\t开始加载历史数据\n", "2021-02-06 18:58:16.085197\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:58:16.353231\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:58:16.606229\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 18:58:16.827199\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 18:58:16.985197\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:58:17.146232\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:58:17.385231\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 18:58:17.575234\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 18:58:17.830201\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 18:58:18.005229\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 18:58:18.189232\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 18:58:18.462231\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:58:18.729231\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:58:18.888200\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 18:58:19.151228\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:58:19.424201\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:58:19.711232\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:58:19.978200\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 18:58:20.225202\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 18:58:20.396233\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 18:58:20.570230\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 18:58:20.840202\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 18:58:21.068198\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 18:58:21.235228\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 18:58:21.439197\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 18:58:21.618200\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 18:58:21.799232\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 18:58:22.279230\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 18:58:22.577228\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:58:22.769229\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 18:58:22.970198\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:58:23.155229\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:58:23.321231\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 18:58:23.493198\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 18:58:23.693202\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 18:58:23.878229\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:58:24.062229\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:58:24.311229\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 18:58:24.477230\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 18:58:24.662232\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 18:58:24.846202\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:58:25.001197\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 18:58:25.185202\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:58:25.185202\t所有历史数据加载完成\n", "2021-02-06 18:58:26.900198\t逐日盯市盈亏计算完成\n", "2021-02-06 18:58:26.900198\t开始计算策略统计指标\n", "2021-02-06 18:58:26.907203\t------------------------------\n", "2021-02-06 18:58:26.907203\t首个交易日：\t2006-01-03\n", "2021-02-06 18:58:26.907203\t最后交易日：\t2020-12-29\n", "2021-02-06 18:58:26.907203\t总交易日：\t3528\n", "2021-02-06 18:58:26.907203\t盈利交易日：\t1806\n", "2021-02-06 18:58:26.907203\t亏损交易日：\t1698\n", "2021-02-06 18:58:26.907203\t起始资金：\t50,000,000.00\n", "2021-02-06 18:58:26.907203\t结束资金：\t70,401,400.68\n", "2021-02-06 18:58:26.907203\t总收益率：\t40.80%\n", "2021-02-06 18:58:26.907203\t年化收益：\t2.78%\n", "2021-02-06 18:58:26.907203\t最大回撤: \t-6,446,321.82\n", "2021-02-06 18:58:26.907203\t百分比最大回撤: -8.89%\n", "2021-02-06 18:58:26.907203\t最长回撤天数: \t953\n", "2021-02-06 18:58:26.907203\t总盈亏：\t20,401,400.68\n", "2021-02-06 18:58:26.907203\t总手续费：\t6,730,060.41\n", "2021-02-06 18:58:26.907203\t总滑点：\t0.00\n", "2021-02-06 18:58:26.907203\t总成交金额：\t6,730,060,413.95\n", "2021-02-06 18:58:26.907203\t总成交笔数：\t6425\n", "2021-02-06 18:58:26.907203\t日均盈亏：\t5,782.71\n", "2021-02-06 18:58:26.907203\t日均手续费：\t1,907.61\n", "2021-02-06 18:58:26.907203\t日均滑点：\t0.00\n", "2021-02-06 18:58:26.907203\t日均成交金额：\t1,907,613.50\n", "2021-02-06 18:58:26.907203\t日均成交笔数：\t1.8211451247165533\n", "2021-02-06 18:58:26.907203\t日均收益率：\t0.01%\n", "2021-02-06 18:58:26.907203\t收益标准差：\t0.22%\n", "2021-02-06 18:58:26.907203\tSharpe Ratio：\t0.69\n", "2021-02-06 18:58:26.907203\t收益回撤比：\t3.16\n", "2021-02-06 18:58:26.908202\t策略统计指标计算完成\n", "8\n", "2021-02-06 18:58:26.912202\t开始加载历史数据\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "2021-02-06 18:58:27.193228\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:58:27.484202\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:58:27.732231\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 18:58:27.933231\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 18:58:28.099231\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:58:28.256199\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:58:28.501202\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 18:58:28.716198\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 18:58:28.949228\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 18:58:29.122229\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 18:58:29.300229\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 18:58:29.581228\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:58:29.861229\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:58:30.033230\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 18:58:30.298233\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:58:30.562201\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:58:30.822232\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:58:31.089231\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 18:58:31.350231\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 18:58:31.522229\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 18:58:31.698232\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 18:58:31.974202\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 18:58:32.221199\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 18:58:32.390228\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 18:58:32.602228\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 18:58:32.802202\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 18:58:32.988197\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 18:58:33.274228\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 18:58:33.800224\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:58:33.991228\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 18:58:34.180228\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:58:34.366229\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:58:34.531232\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 18:58:34.702228\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 18:58:34.930232\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 18:58:35.119231\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:58:35.315202\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:58:35.565230\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 18:58:35.768197\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 18:58:35.958231\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 18:58:36.134200\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:58:36.304201\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 18:58:36.487199\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:58:36.487199\t所有历史数据加载完成\n", "2021-02-06 18:58:38.093199\t逐日盯市盈亏计算完成\n", "2021-02-06 18:58:38.093199\t开始计算策略统计指标\n", "2021-02-06 18:58:38.099198\t------------------------------\n", "2021-02-06 18:58:38.100198\t首个交易日：\t2006-01-03\n", "2021-02-06 18:58:38.100198\t最后交易日：\t2020-12-29\n", "2021-02-06 18:58:38.100198\t总交易日：\t3528\n", "2021-02-06 18:58:38.100198\t盈利交易日：\t1808\n", "2021-02-06 18:58:38.100198\t亏损交易日：\t1697\n", "2021-02-06 18:58:38.100198\t起始资金：\t50,000,000.00\n", "2021-02-06 18:58:38.100198\t结束资金：\t68,324,464.70\n", "2021-02-06 18:58:38.100198\t总收益率：\t36.65%\n", "2021-02-06 18:58:38.100198\t年化收益：\t2.49%\n", "2021-02-06 18:58:38.100198\t最大回撤: \t-4,579,942.79\n", "2021-02-06 18:58:38.100198\t百分比最大回撤: -6.73%\n", "2021-02-06 18:58:38.100198\t最长回撤天数: \t192\n", "2021-02-06 18:58:38.100198\t总盈亏：\t18,324,464.70\n", "2021-02-06 18:58:38.100198\t总手续费：\t6,686,710.01\n", "2021-02-06 18:58:38.100198\t总滑点：\t0.00\n", "2021-02-06 18:58:38.100198\t总成交金额：\t6,686,710,009.76\n", "2021-02-06 18:58:38.100198\t总成交笔数：\t6430\n", "2021-02-06 18:58:38.100198\t日均盈亏：\t5,194.01\n", "2021-02-06 18:58:38.100198\t日均手续费：\t1,895.33\n", "2021-02-06 18:58:38.100198\t日均滑点：\t0.00\n", "2021-02-06 18:58:38.100198\t日均成交金额：\t1,895,325.97\n", "2021-02-06 18:58:38.100198\t日均成交笔数：\t1.822562358276644\n", "2021-02-06 18:58:38.100198\t日均收益率：\t0.01%\n", "2021-02-06 18:58:38.100198\t收益标准差：\t0.23%\n", "2021-02-06 18:58:38.100198\tSharpe Ratio：\t0.61\n", "2021-02-06 18:58:38.100198\t收益回撤比：\t4.00\n", "2021-02-06 18:58:38.100198\t策略统计指标计算完成\n", "9\n", "2021-02-06 18:58:38.106231\t开始加载历史数据\n", "2021-02-06 18:58:38.380199\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:58:38.665228\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:58:38.923229\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 18:58:39.133198\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 18:58:39.294229\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:58:39.455229\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:58:39.722198\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 18:58:39.918231\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 18:58:40.146228\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 18:58:40.403204\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 18:58:40.603229\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 18:58:40.863231\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:58:41.132198\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:58:41.302199\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 18:58:41.580197\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:58:41.871200\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:58:42.192202\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:58:42.522198\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 18:58:42.787201\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 18:58:42.959228\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 18:58:43.133228\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 18:58:43.402228\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 18:58:43.643198\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 18:58:43.818198\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 18:58:44.039199\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 18:58:44.220229\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 18:58:44.430200\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 18:58:44.708205\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 18:58:45.001229\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:58:45.214198\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 18:58:45.432229\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:58:45.626229\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:58:46.067201\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 18:58:46.241199\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 18:58:46.443231\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 18:58:46.639203\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:58:46.857198\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:58:47.127199\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 18:58:47.312230\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 18:58:47.543205\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 18:58:47.729228\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:58:47.887231\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 18:58:48.059229\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:58:48.059229\t所有历史数据加载完成\n", "2021-02-06 18:58:49.565226\t逐日盯市盈亏计算完成\n", "2021-02-06 18:58:49.565226\t开始计算策略统计指标\n", "2021-02-06 18:58:49.571228\t------------------------------\n", "2021-02-06 18:58:49.572234\t首个交易日：\t2006-01-03\n", "2021-02-06 18:58:49.572234\t最后交易日：\t2020-12-29\n", "2021-02-06 18:58:49.572234\t总交易日：\t3528\n", "2021-02-06 18:58:49.572234\t盈利交易日：\t1782\n", "2021-02-06 18:58:49.572234\t亏损交易日：\t1724\n", "2021-02-06 18:58:49.572234\t起始资金：\t50,000,000.00\n", "2021-02-06 18:58:49.572234\t结束资金：\t65,296,759.27\n", "2021-02-06 18:58:49.572234\t总收益率：\t30.59%\n", "2021-02-06 18:58:49.572234\t年化收益：\t2.08%\n", "2021-02-06 18:58:49.572234\t最大回撤: \t-5,768,113.91\n", "2021-02-06 18:58:49.572234\t百分比最大回撤: -8.55%\n", "2021-02-06 18:58:49.572234\t最长回撤天数: \t1003\n", "2021-02-06 18:58:49.572234\t总盈亏：\t15,296,759.27\n", "2021-02-06 18:58:49.572234\t总手续费：\t6,729,003.39\n", "2021-02-06 18:58:49.573228\t总滑点：\t0.00\n", "2021-02-06 18:58:49.573228\t总成交金额：\t6,729,003,393.77\n", "2021-02-06 18:58:49.573228\t总成交笔数：\t6449\n", "2021-02-06 18:58:49.573228\t日均盈亏：\t4,335.82\n", "2021-02-06 18:58:49.573228\t日均手续费：\t1,907.31\n", "2021-02-06 18:58:49.573228\t日均滑点：\t0.00\n", "2021-02-06 18:58:49.573228\t日均成交金额：\t1,907,313.89\n", "2021-02-06 18:58:49.573228\t日均成交笔数：\t1.8279478458049887\n", "2021-02-06 18:58:49.573228\t日均收益率：\t0.01%\n", "2021-02-06 18:58:49.573228\t收益标准差：\t0.23%\n", "2021-02-06 18:58:49.573228\tSharpe Ratio：\t0.50\n", "2021-02-06 18:58:49.573228\t收益回撤比：\t2.65\n", "2021-02-06 18:58:49.573228\t策略统计指标计算完成\n", "10\n", "2021-02-06 18:58:49.578228\t开始加载历史数据\n", "2021-02-06 18:58:49.864202\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:58:50.375202\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:58:50.651229\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 18:58:50.861229\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 18:58:51.016231\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:58:51.174228\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:58:51.466199\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 18:58:51.659199\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 18:58:51.886198\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 18:58:52.055228\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 18:58:52.228231\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 18:58:52.498199\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:58:52.775198\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:58:52.962202\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 18:58:53.288198\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:58:53.551231\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:58:53.844203\tM99.DCE历史数据加载完成，数据量：3528\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "2021-02-06 18:58:54.161228\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 18:58:54.451232\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 18:58:54.711202\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 18:58:54.944204\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 18:58:55.262202\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 18:58:55.563231\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 18:58:55.780203\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 18:58:56.045201\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 18:58:56.271201\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 18:58:56.477199\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 18:58:56.800230\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 18:58:57.335232\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:58:57.583199\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 18:58:57.820201\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:58:58.054198\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:58:58.287203\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 18:58:58.475200\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 18:58:58.667231\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 18:58:58.855232\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:58:59.058226\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:58:59.352198\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 18:58:59.547202\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 18:58:59.761198\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 18:58:59.937552\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:59:00.107912\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 18:59:00.277929\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:59:00.277929\t所有历史数据加载完成\n", "2021-02-06 18:59:02.157288\t逐日盯市盈亏计算完成\n", "2021-02-06 18:59:02.158288\t开始计算策略统计指标\n", "2021-02-06 18:59:02.166288\t------------------------------\n", "2021-02-06 18:59:02.166288\t首个交易日：\t2006-01-03\n", "2021-02-06 18:59:02.167287\t最后交易日：\t2020-12-29\n", "2021-02-06 18:59:02.167287\t总交易日：\t3528\n", "2021-02-06 18:59:02.167287\t盈利交易日：\t1785\n", "2021-02-06 18:59:02.167287\t亏损交易日：\t1722\n", "2021-02-06 18:59:02.167287\t起始资金：\t50,000,000.00\n", "2021-02-06 18:59:02.167287\t结束资金：\t68,451,007.87\n", "2021-02-06 18:59:02.167287\t总收益率：\t36.90%\n", "2021-02-06 18:59:02.167287\t年化收益：\t2.51%\n", "2021-02-06 18:59:02.167287\t最大回撤: \t-5,686,011.59\n", "2021-02-06 18:59:02.167287\t百分比最大回撤: -8.00%\n", "2021-02-06 18:59:02.168292\t最长回撤天数: \t990\n", "2021-02-06 18:59:02.168292\t总盈亏：\t18,451,007.87\n", "2021-02-06 18:59:02.168292\t总手续费：\t6,589,956.77\n", "2021-02-06 18:59:02.168292\t总滑点：\t0.00\n", "2021-02-06 18:59:02.168292\t总成交金额：\t6,589,956,769.38\n", "2021-02-06 18:59:02.168292\t总成交笔数：\t6431\n", "2021-02-06 18:59:02.168292\t日均盈亏：\t5,229.88\n", "2021-02-06 18:59:02.168292\t日均手续费：\t1,867.90\n", "2021-02-06 18:59:02.168292\t日均滑点：\t0.00\n", "2021-02-06 18:59:02.168292\t日均成交金额：\t1,867,901.58\n", "2021-02-06 18:59:02.168292\t日均成交笔数：\t1.8228458049886622\n", "2021-02-06 18:59:02.168292\t日均收益率：\t0.01%\n", "2021-02-06 18:59:02.168292\t收益标准差：\t0.22%\n", "2021-02-06 18:59:02.169287\tSharpe Ratio：\t0.62\n", "2021-02-06 18:59:02.169287\t收益回撤比：\t3.24\n", "2021-02-06 18:59:02.170287\t策略统计指标计算完成\n", "11\n", "2021-02-06 18:59:02.175291\t开始加载历史数据\n", "2021-02-06 18:59:02.473458\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:59:02.756437\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:59:03.030494\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 18:59:03.233463\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 18:59:03.410468\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:59:03.571079\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:59:03.842209\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 18:59:04.043208\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 18:59:04.303044\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 18:59:04.486995\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 18:59:04.695793\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 18:59:05.066082\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:59:05.588704\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:59:05.874639\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 18:59:06.308485\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:59:06.701770\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:59:07.047963\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:59:07.371569\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 18:59:07.691974\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 18:59:07.945649\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 18:59:08.235639\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 18:59:08.613089\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 18:59:08.949407\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 18:59:09.177674\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 18:59:09.506587\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 18:59:09.784822\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 18:59:10.005996\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 18:59:10.306653\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 18:59:10.615310\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:59:10.826926\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 18:59:11.024323\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:59:11.456662\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:59:11.620692\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 18:59:11.793662\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 18:59:11.983699\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 18:59:12.175061\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:59:12.373239\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:59:12.637354\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 18:59:12.827884\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 18:59:13.016883\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 18:59:13.181910\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:59:13.338910\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 18:59:13.505883\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:59:13.505883\t所有历史数据加载完成\n", "2021-02-06 18:59:15.050346\t逐日盯市盈亏计算完成\n", "2021-02-06 18:59:15.050346\t开始计算策略统计指标\n", "2021-02-06 18:59:15.056345\t------------------------------\n", "2021-02-06 18:59:15.056345\t首个交易日：\t2006-01-03\n", "2021-02-06 18:59:15.056345\t最后交易日：\t2020-12-29\n", "2021-02-06 18:59:15.056345\t总交易日：\t3528\n", "2021-02-06 18:59:15.056345\t盈利交易日：\t1822\n", "2021-02-06 18:59:15.056345\t亏损交易日：\t1671\n", "2021-02-06 18:59:15.056345\t起始资金：\t50,000,000.00\n", "2021-02-06 18:59:15.056345\t结束资金：\t66,687,465.27\n", "2021-02-06 18:59:15.056345\t总收益率：\t33.37%\n", "2021-02-06 18:59:15.056345\t年化收益：\t2.27%\n", "2021-02-06 18:59:15.056345\t最大回撤: \t-4,683,011.88\n", "2021-02-06 18:59:15.056345\t百分比最大回撤: -7.05%\n", "2021-02-06 18:59:15.056345\t最长回撤天数: \t863\n", "2021-02-06 18:59:15.056345\t总盈亏：\t16,687,465.27\n", "2021-02-06 18:59:15.056345\t总手续费：\t6,660,826.86\n", "2021-02-06 18:59:15.056345\t总滑点：\t0.00\n", "2021-02-06 18:59:15.056345\t总成交金额：\t6,660,826,856.66\n", "2021-02-06 18:59:15.056345\t总成交笔数：\t6431\n", "2021-02-06 18:59:15.056345\t日均盈亏：\t4,730.01\n", "2021-02-06 18:59:15.056345\t日均手续费：\t1,887.99\n", "2021-02-06 18:59:15.056345\t日均滑点：\t0.00\n", "2021-02-06 18:59:15.056345\t日均成交金额：\t1,887,989.47\n", "2021-02-06 18:59:15.056345\t日均成交笔数：\t1.8228458049886622\n", "2021-02-06 18:59:15.056345\t日均收益率：\t0.01%\n", "2021-02-06 18:59:15.056345\t收益标准差：\t0.24%\n", "2021-02-06 18:59:15.056345\tSharpe Ratio：\t0.53\n", "2021-02-06 18:59:15.056345\t收益回撤比：\t3.56\n", "2021-02-06 18:59:15.057344\t策略统计指标计算完成\n", "12\n", "2021-02-06 18:59:15.061347\t开始加载历史数据\n", "2021-02-06 18:59:15.667057\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:59:16.007705\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:59:16.370910\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 18:59:16.670900\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 18:59:16.872708\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:59:17.071067\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:59:17.401069\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 18:59:17.673067\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 18:59:18.002067\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 18:59:18.191104\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 18:59:18.373190\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 18:59:18.655993\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:59:18.952149\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:59:19.190146\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 18:59:19.462655\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:59:19.748659\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:59:20.038654\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:59:20.338784\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 18:59:20.617517\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 18:59:20.801516\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 18:59:20.980515\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 18:59:21.255051\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 18:59:21.502562\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 18:59:21.682562\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 18:59:21.942562\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 18:59:22.152566\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 18:59:22.348564\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 18:59:22.741233\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 18:59:23.311003\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:59:23.752553\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 18:59:24.108268\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:59:24.526884\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:59:24.831087\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 18:59:25.144873\tJR99.CZCE历史数据加载完成，数据量：1683\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "2021-02-06 18:59:25.455061\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 18:59:25.652099\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:59:25.866766\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:59:26.180770\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 18:59:26.354310\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 18:59:26.571357\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 18:59:26.764840\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:59:26.954847\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 18:59:27.159822\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:59:27.159822\t所有历史数据加载完成\n", "2021-02-06 18:59:29.111977\t逐日盯市盈亏计算完成\n", "2021-02-06 18:59:29.112976\t开始计算策略统计指标\n", "2021-02-06 18:59:29.124978\t------------------------------\n", "2021-02-06 18:59:29.125977\t首个交易日：\t2006-01-03\n", "2021-02-06 18:59:29.125977\t最后交易日：\t2020-12-29\n", "2021-02-06 18:59:29.125977\t总交易日：\t3528\n", "2021-02-06 18:59:29.125977\t盈利交易日：\t1853\n", "2021-02-06 18:59:29.125977\t亏损交易日：\t1641\n", "2021-02-06 18:59:29.125977\t起始资金：\t50,000,000.00\n", "2021-02-06 18:59:29.125977\t结束资金：\t72,094,051.31\n", "2021-02-06 18:59:29.125977\t总收益率：\t44.19%\n", "2021-02-06 18:59:29.125977\t年化收益：\t3.01%\n", "2021-02-06 18:59:29.125977\t最大回撤: \t-4,204,381.19\n", "2021-02-06 18:59:29.125977\t百分比最大回撤: -6.10%\n", "2021-02-06 18:59:29.125977\t最长回撤天数: \t159\n", "2021-02-06 18:59:29.125977\t总盈亏：\t22,094,051.31\n", "2021-02-06 18:59:29.125977\t总手续费：\t6,705,226.49\n", "2021-02-06 18:59:29.126977\t总滑点：\t0.00\n", "2021-02-06 18:59:29.126977\t总成交金额：\t6,705,226,494.98\n", "2021-02-06 18:59:29.127983\t总成交笔数：\t6435\n", "2021-02-06 18:59:29.127983\t日均盈亏：\t6,262.49\n", "2021-02-06 18:59:29.127983\t日均手续费：\t1,900.57\n", "2021-02-06 18:59:29.127983\t日均滑点：\t0.00\n", "2021-02-06 18:59:29.127983\t日均成交金额：\t1,900,574.40\n", "2021-02-06 18:59:29.127983\t日均成交笔数：\t1.8239795918367347\n", "2021-02-06 18:59:29.127983\t日均收益率：\t0.01%\n", "2021-02-06 18:59:29.127983\t收益标准差：\t0.23%\n", "2021-02-06 18:59:29.127983\tSharpe Ratio：\t0.71\n", "2021-02-06 18:59:29.127983\t收益回撤比：\t5.26\n", "2021-02-06 18:59:29.128986\t策略统计指标计算完成\n", "13\n", "2021-02-06 18:59:29.139533\t开始加载历史数据\n", "2021-02-06 18:59:29.484271\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:59:29.817797\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:59:30.118766\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 18:59:30.356768\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 18:59:30.538932\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:59:30.711561\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:59:30.983887\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 18:59:31.179908\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 18:59:31.414681\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 18:59:31.598303\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 18:59:31.778913\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 18:59:32.052252\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:59:32.323288\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:59:32.485315\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 18:59:32.755260\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:59:33.034251\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:59:33.310853\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:59:33.616803\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 18:59:33.881805\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 18:59:34.062279\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 18:59:34.251636\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 18:59:34.515646\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 18:59:34.781647\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 18:59:34.964768\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 18:59:35.201806\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 18:59:35.395773\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 18:59:35.602799\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 18:59:36.182774\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 18:59:36.464059\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:59:36.714807\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 18:59:36.912884\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:59:37.106899\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:59:37.278882\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 18:59:37.464078\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 18:59:37.657669\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 18:59:37.858910\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:59:38.045335\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:59:38.305614\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 18:59:38.473087\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 18:59:38.683328\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 18:59:38.850356\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:59:39.010324\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 18:59:39.174402\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:59:39.174402\t所有历史数据加载完成\n", "2021-02-06 18:59:40.914522\t逐日盯市盈亏计算完成\n", "2021-02-06 18:59:40.915525\t开始计算策略统计指标\n", "2021-02-06 18:59:40.925551\t------------------------------\n", "2021-02-06 18:59:40.925551\t首个交易日：\t2006-01-03\n", "2021-02-06 18:59:40.925551\t最后交易日：\t2020-12-29\n", "2021-02-06 18:59:40.925551\t总交易日：\t3528\n", "2021-02-06 18:59:40.925551\t盈利交易日：\t1808\n", "2021-02-06 18:59:40.925551\t亏损交易日：\t1687\n", "2021-02-06 18:59:40.925551\t起始资金：\t50,000,000.00\n", "2021-02-06 18:59:40.925551\t结束资金：\t66,774,120.80\n", "2021-02-06 18:59:40.925551\t总收益率：\t33.55%\n", "2021-02-06 18:59:40.925551\t年化收益：\t2.28%\n", "2021-02-06 18:59:40.925551\t最大回撤: \t-4,610,925.12\n", "2021-02-06 18:59:40.925551\t百分比最大回撤: -7.15%\n", "2021-02-06 18:59:40.925551\t最长回撤天数: \t707\n", "2021-02-06 18:59:40.925551\t总盈亏：\t16,774,120.80\n", "2021-02-06 18:59:40.925551\t总手续费：\t6,650,726.16\n", "2021-02-06 18:59:40.925551\t总滑点：\t0.00\n", "2021-02-06 18:59:40.926518\t总成交金额：\t6,650,726,164.53\n", "2021-02-06 18:59:40.926518\t总成交笔数：\t6400\n", "2021-02-06 18:59:40.926518\t日均盈亏：\t4,754.57\n", "2021-02-06 18:59:40.926518\t日均手续费：\t1,885.13\n", "2021-02-06 18:59:40.926518\t日均滑点：\t0.00\n", "2021-02-06 18:59:40.926518\t日均成交金额：\t1,885,126.46\n", "2021-02-06 18:59:40.926518\t日均成交笔数：\t1.8140589569160999\n", "2021-02-06 18:59:40.926518\t日均收益率：\t0.01%\n", "2021-02-06 18:59:40.926518\t收益标准差：\t0.24%\n", "2021-02-06 18:59:40.926518\tSharpe Ratio：\t0.52\n", "2021-02-06 18:59:40.926518\t收益回撤比：\t3.64\n", "2021-02-06 18:59:40.926518\t策略统计指标计算完成\n", "14\n", "2021-02-06 18:59:40.934549\t开始加载历史数据\n", "2021-02-06 18:59:41.212561\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:59:41.475561\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:59:41.751563\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 18:59:41.968942\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 18:59:42.127934\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:59:42.283966\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:59:42.528965\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 18:59:42.717965\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 18:59:42.944965\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 18:59:43.115964\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 18:59:43.292967\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 18:59:43.558248\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:59:43.826152\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:59:43.987719\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 18:59:44.253004\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:59:44.544592\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:59:44.837566\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:59:45.115565\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 18:59:45.370707\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 18:59:45.573705\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 18:59:45.758706\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 18:59:46.015176\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 18:59:46.325914\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 18:59:46.497278\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 18:59:46.699273\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 18:59:46.878233\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 18:59:47.091310\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 18:59:47.653822\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 18:59:47.921852\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:59:48.115849\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 18:59:48.317127\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:59:48.508769\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:59:48.676050\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 18:59:48.872609\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 18:59:49.062101\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 18:59:49.247100\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:59:49.432101\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 18:59:49.687100\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 18:59:49.870074\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 18:59:50.056103\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 18:59:50.220069\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:59:50.377070\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 18:59:50.541070\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 18:59:50.541070\t所有历史数据加载完成\n", "2021-02-06 18:59:52.149104\t逐日盯市盈亏计算完成\n", "2021-02-06 18:59:52.149104\t开始计算策略统计指标\n", "2021-02-06 18:59:52.155104\t------------------------------\n", "2021-02-06 18:59:52.156105\t首个交易日：\t2006-01-03\n", "2021-02-06 18:59:52.156105\t最后交易日：\t2020-12-29\n", "2021-02-06 18:59:52.156105\t总交易日：\t3528\n", "2021-02-06 18:59:52.156105\t盈利交易日：\t1830\n", "2021-02-06 18:59:52.156105\t亏损交易日：\t1666\n", "2021-02-06 18:59:52.156105\t起始资金：\t50,000,000.00\n", "2021-02-06 18:59:52.156105\t结束资金：\t64,786,667.89\n", "2021-02-06 18:59:52.156105\t总收益率：\t29.57%\n", "2021-02-06 18:59:52.156105\t年化收益：\t2.01%\n", "2021-02-06 18:59:52.156105\t最大回撤: \t-4,998,498.92\n", "2021-02-06 18:59:52.156105\t百分比最大回撤: -8.42%\n", "2021-02-06 18:59:52.156105\t最长回撤天数: \t708\n", "2021-02-06 18:59:52.156105\t总盈亏：\t14,786,667.89\n", "2021-02-06 18:59:52.156105\t总手续费：\t6,693,929.00\n", "2021-02-06 18:59:52.156105\t总滑点：\t0.00\n", "2021-02-06 18:59:52.156105\t总成交金额：\t6,693,929,004.26\n", "2021-02-06 18:59:52.156105\t总成交笔数：\t6464\n", "2021-02-06 18:59:52.156105\t日均盈亏：\t4,191.23\n", "2021-02-06 18:59:52.156105\t日均手续费：\t1,897.37\n", "2021-02-06 18:59:52.156105\t日均滑点：\t0.00\n", "2021-02-06 18:59:52.156105\t日均成交金额：\t1,897,372.17\n", "2021-02-06 18:59:52.156105\t日均成交笔数：\t1.8321995464852607\n", "2021-02-06 18:59:52.156105\t日均收益率：\t0.01%\n", "2021-02-06 18:59:52.157107\t收益标准差：\t0.24%\n", "2021-02-06 18:59:52.157107\tSharpe Ratio：\t0.47\n", "2021-02-06 18:59:52.157107\t收益回撤比：\t2.96\n", "2021-02-06 18:59:52.158104\t策略统计指标计算完成\n", "2021-02-06 18:59:52.163072\t开始计算策略统计指标\n", "2021-02-06 18:59:52.168072\t------------------------------\n", "2021-02-06 18:59:52.168072\t首个交易日：\t2006-01-03\n", "2021-02-06 18:59:52.168072\t最后交易日：\t2020-12-29\n", "2021-02-06 18:59:52.168072\t总交易日：\t3528\n", "2021-02-06 18:59:52.168072\t盈利交易日：\t1837\n", "2021-02-06 18:59:52.168072\t亏损交易日：\t1670\n", "2021-02-06 18:59:52.168072\t起始资金：\t50,000,000.00\n", "2021-02-06 18:59:52.168072\t结束资金：\t68,840,955.18\n", "2021-02-06 18:59:52.168072\t总收益率：\t37.68%\n", "2021-02-06 18:59:52.168072\t年化收益：\t2.56%\n", "2021-02-06 18:59:52.168072\t最大回撤: \t-3,186,602.47\n", "2021-02-06 18:59:52.168072\t百分比最大回撤: -4.89%\n", "2021-02-06 18:59:52.169104\t最长回撤天数: \t438\n", "2021-02-06 18:59:52.169104\t总盈亏：\t18,840,955.18\n", "2021-02-06 18:59:52.169104\t总手续费：\t6,672,900.11\n", "2021-02-06 18:59:52.169104\t总滑点：\t0.00\n", "2021-02-06 18:59:52.169104\t总成交金额：\t6,672,900,107.01\n", "2021-02-06 18:59:52.169104\t总成交笔数：\t6440.200000000001\n", "2021-02-06 18:59:52.169104\t日均盈亏：\t5,340.41\n", "2021-02-06 18:59:52.169104\t日均手续费：\t1,891.41\n", "2021-02-06 18:59:52.169104\t日均滑点：\t0.00\n", "2021-02-06 18:59:52.169104\t日均成交金额：\t1,891,411.59\n", "2021-02-06 18:59:52.169104\t日均成交笔数：\t1.8254535147392292\n", "2021-02-06 18:59:52.169104\t日均收益率：\t0.01%\n", "2021-02-06 18:59:52.169104\t收益标准差：\t0.18%\n", "2021-02-06 18:59:52.169104\tSharpe Ratio：\t0.69\n", "2021-02-06 18:59:52.169104\t收益回撤比：\t5.91\n", "2021-02-06 18:59:52.170105\t策略统计指标计算完成\n", "0\n", "2021-02-06 18:59:52.170105\t开始加载历史数据\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "2021-02-06 18:59:52.434100\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:59:52.699101\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:59:52.944101\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 18:59:53.148101\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 18:59:53.320074\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:59:53.481103\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 18:59:53.720103\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 18:59:53.925070\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 18:59:54.152100\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 18:59:54.323657\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 18:59:54.503629\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 18:59:54.769629\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 18:59:55.051520\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:59:55.263762\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 18:59:55.539545\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:59:55.827591\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:59:56.128334\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:59:56.431385\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 18:59:56.676670\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 18:59:56.853085\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 18:59:57.032657\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 18:59:57.286625\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 18:59:57.511652\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 18:59:57.691630\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 18:59:57.903670\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 18:59:58.081671\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 18:59:58.270674\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 18:59:58.800297\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 18:59:59.069296\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 18:59:59.265268\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 18:59:59.453298\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:59:59.644269\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 18:59:59.808265\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 18:59:59.981297\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 19:00:00.174309\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 19:00:00.360309\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:00:00.543310\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:00:00.795309\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 19:00:00.974280\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 19:00:01.171309\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 19:00:01.334278\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:00:01.511282\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 19:00:01.685282\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:00:01.685282\t所有历史数据加载完成\n", "2021-02-06 19:00:03.635308\t逐日盯市盈亏计算完成\n", "2021-02-06 19:00:03.636308\t开始计算策略统计指标\n", "2021-02-06 19:00:03.642308\t------------------------------\n", "2021-02-06 19:00:03.642308\t首个交易日：\t2006-01-03\n", "2021-02-06 19:00:03.642308\t最后交易日：\t2020-12-29\n", "2021-02-06 19:00:03.642308\t总交易日：\t3528\n", "2021-02-06 19:00:03.642308\t盈利交易日：\t1859\n", "2021-02-06 19:00:03.642308\t亏损交易日：\t1648\n", "2021-02-06 19:00:03.642308\t起始资金：\t50,000,000.00\n", "2021-02-06 19:00:03.642308\t结束资金：\t77,329,440.52\n", "2021-02-06 19:00:03.642308\t总收益率：\t54.66%\n", "2021-02-06 19:00:03.642308\t年化收益：\t3.72%\n", "2021-02-06 19:00:03.642308\t最大回撤: \t-4,005,354.59\n", "2021-02-06 19:00:03.642308\t百分比最大回撤: -5.26%\n", "2021-02-06 19:00:03.642308\t最长回撤天数: \t909\n", "2021-02-06 19:00:03.642308\t总盈亏：\t27,329,440.52\n", "2021-02-06 19:00:03.642308\t总手续费：\t10,449,320.50\n", "2021-02-06 19:00:03.642308\t总滑点：\t0.00\n", "2021-02-06 19:00:03.642308\t总成交金额：\t10,449,320,498.77\n", "2021-02-06 19:00:03.642308\t总成交笔数：\t17592\n", "2021-02-06 19:00:03.642308\t日均盈亏：\t7,746.44\n", "2021-02-06 19:00:03.643309\t日均手续费：\t2,961.83\n", "2021-02-06 19:00:03.643309\t日均滑点：\t0.00\n", "2021-02-06 19:00:03.643309\t日均成交金额：\t2,961,825.54\n", "2021-02-06 19:00:03.643309\t日均成交笔数：\t4.98639455782313\n", "2021-02-06 19:00:03.643309\t日均收益率：\t0.01%\n", "2021-02-06 19:00:03.643309\t收益标准差：\t0.22%\n", "2021-02-06 19:00:03.643309\tSharpe Ratio：\t0.86\n", "2021-02-06 19:00:03.643309\t收益回撤比：\t6.82\n", "2021-02-06 19:00:03.644308\t策略统计指标计算完成\n", "1\n", "2021-02-06 19:00:03.645295\t开始加载历史数据\n", "2021-02-06 19:00:03.909278\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:00:04.172308\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:00:04.441280\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 19:00:04.651312\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 19:00:04.814309\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:00:04.974311\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:00:05.217308\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 19:00:05.406295\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 19:00:05.637282\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 19:00:05.808302\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 19:00:05.986282\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 19:00:06.265308\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:00:06.539277\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:00:06.702312\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 19:00:06.981278\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:00:07.244278\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:00:07.509278\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:00:07.769278\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 19:00:08.014309\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 19:00:08.439277\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 19:00:08.618293\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 19:00:08.873973\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 19:00:09.114619\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 19:00:09.299588\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 19:00:09.501622\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 19:00:09.684619\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 19:00:09.858619\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 19:00:10.121622\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 19:00:10.389588\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:00:10.584623\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 19:00:10.787593\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:00:10.972619\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:00:11.140619\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 19:00:11.313619\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 19:00:11.508594\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 19:00:11.693622\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:00:11.876588\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:00:12.216592\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 19:00:12.382620\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 19:00:12.581588\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 19:00:12.744619\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:00:12.900589\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 19:00:13.085593\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:00:13.085593\t所有历史数据加载完成\n", "2021-02-06 19:00:14.883588\t逐日盯市盈亏计算完成\n", "2021-02-06 19:00:14.884589\t开始计算策略统计指标\n", "2021-02-06 19:00:14.890587\t------------------------------\n", "2021-02-06 19:00:14.890587\t首个交易日：\t2006-01-03\n", "2021-02-06 19:00:14.890587\t最后交易日：\t2020-12-29\n", "2021-02-06 19:00:14.890587\t总交易日：\t3528\n", "2021-02-06 19:00:14.890587\t盈利交易日：\t1862\n", "2021-02-06 19:00:14.890587\t亏损交易日：\t1641\n", "2021-02-06 19:00:14.890587\t起始资金：\t50,000,000.00\n", "2021-02-06 19:00:14.890587\t结束资金：\t72,714,660.17\n", "2021-02-06 19:00:14.890587\t总收益率：\t45.43%\n", "2021-02-06 19:00:14.890587\t年化收益：\t3.09%\n", "2021-02-06 19:00:14.890587\t最大回撤: \t-4,198,441.42\n", "2021-02-06 19:00:14.890587\t百分比最大回撤: -5.74%\n", "2021-02-06 19:00:14.890587\t最长回撤天数: \t1187\n", "2021-02-06 19:00:14.890587\t总盈亏：\t22,714,660.17\n", "2021-02-06 19:00:14.890587\t总手续费：\t10,515,477.05\n", "2021-02-06 19:00:14.890587\t总滑点：\t0.00\n", "2021-02-06 19:00:14.890587\t总成交金额：\t10,515,477,051.90\n", "2021-02-06 19:00:14.890587\t总成交笔数：\t17576\n", "2021-02-06 19:00:14.890587\t日均盈亏：\t6,438.40\n", "2021-02-06 19:00:14.890587\t日均手续费：\t2,980.58\n", "2021-02-06 19:00:14.890587\t日均滑点：\t0.00\n", "2021-02-06 19:00:14.890587\t日均成交金额：\t2,980,577.40\n", "2021-02-06 19:00:14.890587\t日均成交笔数：\t4.981859410430839\n", "2021-02-06 19:00:14.890587\t日均收益率：\t0.01%\n", "2021-02-06 19:00:14.890587\t收益标准差：\t0.22%\n", "2021-02-06 19:00:14.890587\tSharpe Ratio：\t0.73\n", "2021-02-06 19:00:14.891588\t收益回撤比：\t5.41\n", "2021-02-06 19:00:14.891588\t策略统计指标计算完成\n", "2\n", "2021-02-06 19:00:14.902591\t开始加载历史数据\n", "2021-02-06 19:00:15.183622\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:00:15.755619\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:00:16.009590\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 19:00:16.222619\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 19:00:16.380620\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:00:16.542593\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:00:16.798595\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 19:00:17.010619\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 19:00:17.264588\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 19:00:17.435619\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 19:00:17.611622\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 19:00:17.889619\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:00:18.157593\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:00:18.335622\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 19:00:18.667600\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:00:18.944620\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:00:19.221616\tM99.DCE历史数据加载完成，数据量：3528\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "2021-02-06 19:00:19.491623\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 19:00:19.735622\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 19:00:19.905621\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 19:00:20.082619\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 19:00:20.331619\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 19:00:20.553622\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 19:00:20.727588\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 19:00:20.931622\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 19:00:21.114590\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 19:00:21.307590\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 19:00:21.597588\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 19:00:21.954621\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:00:22.151621\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 19:00:22.337589\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:00:22.524619\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:00:22.689620\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 19:00:22.863619\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 19:00:23.052619\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 19:00:23.244621\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:00:23.427588\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:00:23.678928\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 19:00:23.846924\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 19:00:24.036926\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 19:00:24.205904\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:00:24.390896\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 19:00:24.560927\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:00:24.560927\t所有历史数据加载完成\n", "2021-02-06 19:00:26.481898\t逐日盯市盈亏计算完成\n", "2021-02-06 19:00:26.481898\t开始计算策略统计指标\n", "2021-02-06 19:00:26.489895\t------------------------------\n", "2021-02-06 19:00:26.489895\t首个交易日：\t2006-01-03\n", "2021-02-06 19:00:26.489895\t最后交易日：\t2020-12-29\n", "2021-02-06 19:00:26.489895\t总交易日：\t3528\n", "2021-02-06 19:00:26.489895\t盈利交易日：\t1831\n", "2021-02-06 19:00:26.490894\t亏损交易日：\t1673\n", "2021-02-06 19:00:26.490894\t起始资金：\t50,000,000.00\n", "2021-02-06 19:00:26.490894\t结束资金：\t77,840,627.93\n", "2021-02-06 19:00:26.490894\t总收益率：\t55.68%\n", "2021-02-06 19:00:26.490894\t年化收益：\t3.79%\n", "2021-02-06 19:00:26.490894\t最大回撤: \t-4,551,463.06\n", "2021-02-06 19:00:26.490894\t百分比最大回撤: -5.84%\n", "2021-02-06 19:00:26.490894\t最长回撤天数: \t909\n", "2021-02-06 19:00:26.490894\t总盈亏：\t27,840,627.93\n", "2021-02-06 19:00:26.490894\t总手续费：\t10,540,702.26\n", "2021-02-06 19:00:26.490894\t总滑点：\t0.00\n", "2021-02-06 19:00:26.490894\t总成交金额：\t10,540,702,255.49\n", "2021-02-06 19:00:26.491894\t总成交笔数：\t17541\n", "2021-02-06 19:00:26.491894\t日均盈亏：\t7,891.33\n", "2021-02-06 19:00:26.491894\t日均手续费：\t2,987.73\n", "2021-02-06 19:00:26.491894\t日均滑点：\t0.00\n", "2021-02-06 19:00:26.491894\t日均成交金额：\t2,987,727.40\n", "2021-02-06 19:00:26.491894\t日均成交笔数：\t4.971938775510204\n", "2021-02-06 19:00:26.491894\t日均收益率：\t0.01%\n", "2021-02-06 19:00:26.491894\t收益标准差：\t0.21%\n", "2021-02-06 19:00:26.491894\tSharpe Ratio：\t0.91\n", "2021-02-06 19:00:26.491894\t收益回撤比：\t6.12\n", "2021-02-06 19:00:26.491894\t策略统计指标计算完成\n", "3\n", "2021-02-06 19:00:26.497895\t开始加载历史数据\n", "2021-02-06 19:00:26.826894\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:00:27.121896\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:00:27.438894\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 19:00:27.650894\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 19:00:27.811893\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:00:27.969925\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:00:28.217898\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 19:00:28.406927\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 19:00:28.633924\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 19:00:28.803927\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 19:00:28.979926\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 19:00:29.257898\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:00:29.535898\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:00:29.716902\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 19:00:29.986982\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:00:30.248016\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:00:30.517016\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:00:30.784013\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 19:00:31.025013\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 19:00:31.465014\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 19:00:31.650014\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 19:00:32.080808\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 19:00:32.352356\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 19:00:32.562315\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 19:00:32.796721\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 19:00:32.997752\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 19:00:33.198748\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 19:00:33.509721\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 19:00:33.801750\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:00:33.996722\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 19:00:34.193748\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:00:34.410719\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:00:34.587720\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 19:00:34.785719\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 19:00:34.981750\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 19:00:35.173719\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:00:35.361748\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:00:35.773719\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 19:00:35.945717\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 19:00:36.135748\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 19:00:36.303719\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:00:36.461751\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 19:00:36.626750\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:00:36.626750\t所有历史数据加载完成\n", "2021-02-06 19:00:38.353715\t逐日盯市盈亏计算完成\n", "2021-02-06 19:00:38.353715\t开始计算策略统计指标\n", "2021-02-06 19:00:38.360714\t------------------------------\n", "2021-02-06 19:00:38.360714\t首个交易日：\t2006-01-03\n", "2021-02-06 19:00:38.360714\t最后交易日：\t2020-12-29\n", "2021-02-06 19:00:38.360714\t总交易日：\t3528\n", "2021-02-06 19:00:38.360714\t盈利交易日：\t1801\n", "2021-02-06 19:00:38.360714\t亏损交易日：\t1704\n", "2021-02-06 19:00:38.360714\t起始资金：\t50,000,000.00\n", "2021-02-06 19:00:38.360714\t结束资金：\t71,294,256.52\n", "2021-02-06 19:00:38.360714\t总收益率：\t42.59%\n", "2021-02-06 19:00:38.360714\t年化收益：\t2.90%\n", "2021-02-06 19:00:38.360714\t最大回撤: \t-4,244,465.66\n", "2021-02-06 19:00:38.360714\t百分比最大回撤: -6.15%\n", "2021-02-06 19:00:38.360714\t最长回撤天数: \t857\n", "2021-02-06 19:00:38.360714\t总盈亏：\t21,294,256.52\n", "2021-02-06 19:00:38.360714\t总手续费：\t10,688,149.71\n", "2021-02-06 19:00:38.360714\t总滑点：\t0.00\n", "2021-02-06 19:00:38.360714\t总成交金额：\t10,688,149,706.38\n", "2021-02-06 19:00:38.360714\t总成交笔数：\t17597\n", "2021-02-06 19:00:38.360714\t日均盈亏：\t6,035.79\n", "2021-02-06 19:00:38.360714\t日均手续费：\t3,029.52\n", "2021-02-06 19:00:38.360714\t日均滑点：\t0.00\n", "2021-02-06 19:00:38.360714\t日均成交金额：\t3,029,520.89\n", "2021-02-06 19:00:38.360714\t日均成交笔数：\t4.98781179138322\n", "2021-02-06 19:00:38.360714\t日均收益率：\t0.01%\n", "2021-02-06 19:00:38.360714\t收益标准差：\t0.23%\n", "2021-02-06 19:00:38.360714\tSharpe Ratio：\t0.67\n", "2021-02-06 19:00:38.360714\t收益回撤比：\t5.02\n", "2021-02-06 19:00:38.361749\t策略统计指标计算完成\n", "4\n", "2021-02-06 19:00:38.365748\t开始加载历史数据\n", "2021-02-06 19:00:38.644718\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:00:39.155716\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:00:39.431655\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 19:00:39.684948\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 19:00:39.846165\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:00:40.019166\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:00:40.265275\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 19:00:40.486258\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 19:00:40.714298\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 19:00:40.891298\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 19:00:41.074298\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 19:00:41.340271\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:00:41.617422\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:00:41.800426\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 19:00:42.168427\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:00:42.463427\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:00:42.730426\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:00:43.010426\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 19:00:43.255422\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 19:00:43.424455\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 19:00:43.611424\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 19:00:43.866453\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 19:00:44.094451\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 19:00:44.270450\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 19:00:44.485424\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 19:00:44.671454\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 19:00:44.881426\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 19:00:45.166456\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 19:00:45.529451\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:00:45.728455\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 19:00:45.919456\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:00:46.118426\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:00:46.310426\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 19:00:46.492453\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 19:00:46.681454\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 19:00:46.866450\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:00:47.053456\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:00:47.300422\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 19:00:47.465459\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 19:00:47.670424\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 19:00:47.837455\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:00:47.993450\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 19:00:48.161455\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:00:48.162457\t所有历史数据加载完成\n", "2021-02-06 19:00:50.047451\t逐日盯市盈亏计算完成\n", "2021-02-06 19:00:50.047451\t开始计算策略统计指标\n", "2021-02-06 19:00:50.053459\t------------------------------\n", "2021-02-06 19:00:50.053459\t首个交易日：\t2006-01-03\n", "2021-02-06 19:00:50.053459\t最后交易日：\t2020-12-29\n", "2021-02-06 19:00:50.053459\t总交易日：\t3528\n", "2021-02-06 19:00:50.053459\t盈利交易日：\t1829\n", "2021-02-06 19:00:50.053459\t亏损交易日：\t1677\n", "2021-02-06 19:00:50.053459\t起始资金：\t50,000,000.00\n", "2021-02-06 19:00:50.053459\t结束资金：\t70,126,855.20\n", "2021-02-06 19:00:50.053459\t总收益率：\t40.25%\n", "2021-02-06 19:00:50.054451\t年化收益：\t2.74%\n", "2021-02-06 19:00:50.054451\t最大回撤: \t-7,118,887.95\n", "2021-02-06 19:00:50.054451\t百分比最大回撤: -9.68%\n", "2021-02-06 19:00:50.054451\t最长回撤天数: \t910\n", "2021-02-06 19:00:50.054451\t总盈亏：\t20,126,855.20\n", "2021-02-06 19:00:50.054451\t总手续费：\t10,598,450.24\n", "2021-02-06 19:00:50.054451\t总滑点：\t0.00\n", "2021-02-06 19:00:50.054451\t总成交金额：\t10,598,450,239.81\n", "2021-02-06 19:00:50.054451\t总成交笔数：\t17641\n", "2021-02-06 19:00:50.054451\t日均盈亏：\t5,704.89\n", "2021-02-06 19:00:50.054451\t日均手续费：\t3,004.10\n", "2021-02-06 19:00:50.054451\t日均滑点：\t0.00\n", "2021-02-06 19:00:50.054451\t日均成交金额：\t3,004,095.87\n", "2021-02-06 19:00:50.054451\t日均成交笔数：\t5.000283446712018\n", "2021-02-06 19:00:50.054451\t日均收益率：\t0.01%\n", "2021-02-06 19:00:50.054451\t收益标准差：\t0.23%\n", "2021-02-06 19:00:50.054451\tSharpe Ratio：\t0.66\n", "2021-02-06 19:00:50.054451\t收益回撤比：\t2.83\n", "2021-02-06 19:00:50.054451\t策略统计指标计算完成\n", "2021-02-06 19:00:50.059422\t开始计算策略统计指标\n", "2021-02-06 19:00:50.066425\t------------------------------\n", "2021-02-06 19:00:50.066425\t首个交易日：\t2006-01-03\n", "2021-02-06 19:00:50.066425\t最后交易日：\t2020-12-29\n", "2021-02-06 19:00:50.066425\t总交易日：\t3528\n", "2021-02-06 19:00:50.066425\t盈利交易日：\t1850\n", "2021-02-06 19:00:50.066425\t亏损交易日：\t1657\n", "2021-02-06 19:00:50.066425\t起始资金：\t50,000,000.00\n", "2021-02-06 19:00:50.066425\t结束资金：\t73,861,168.07\n", "2021-02-06 19:00:50.066425\t总收益率：\t47.72%\n", "2021-02-06 19:00:50.066425\t年化收益：\t3.25%\n", "2021-02-06 19:00:50.066425\t最大回撤: \t-4,284,721.06\n", "2021-02-06 19:00:50.066425\t百分比最大回撤: -5.73%\n", "2021-02-06 19:00:50.066425\t最长回撤天数: \t623\n", "2021-02-06 19:00:50.066425\t总盈亏：\t23,861,168.07\n", "2021-02-06 19:00:50.066425\t总手续费：\t10,558,419.95\n", "2021-02-06 19:00:50.066425\t总滑点：\t0.00\n", "2021-02-06 19:00:50.066425\t总成交金额：\t10,558,419,950.47\n", "2021-02-06 19:00:50.066425\t总成交笔数：\t17589.4\n", "2021-02-06 19:00:50.066425\t日均盈亏：\t6,763.37\n", "2021-02-06 19:00:50.066425\t日均手续费：\t2,992.75\n", "2021-02-06 19:00:50.066425\t日均滑点：\t0.00\n", "2021-02-06 19:00:50.066425\t日均成交金额：\t2,992,749.42\n", "2021-02-06 19:00:50.066425\t日均成交笔数：\t4.985657596371882\n", "2021-02-06 19:00:50.066425\t日均收益率：\t0.01%\n", "2021-02-06 19:00:50.066425\t收益标准差：\t0.21%\n", "2021-02-06 19:00:50.066425\tSharpe Ratio：\t0.72\n", "2021-02-06 19:00:50.066425\t收益回撤比：\t5.57\n", "2021-02-06 19:00:50.067457\t策略统计指标计算完成\n", "0\n", "2021-02-06 19:00:50.067457\t开始加载历史数据\n", "2021-02-06 19:00:50.348424\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:00:50.651426\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:00:50.905455\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 19:00:51.128426\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 19:00:51.289453\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:00:51.481423\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:00:51.744454\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 19:00:51.934425\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 19:00:52.161423\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 19:00:52.330451\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 19:00:52.512426\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 19:00:52.792426\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:00:53.067425\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:00:53.230453\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 19:00:53.497424\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:00:53.760453\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:00:54.030455\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:00:54.296453\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 19:00:54.540454\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 19:00:54.711456\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 19:00:54.884454\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 19:00:55.128453\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 19:00:55.355455\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 19:00:55.767455\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 19:00:55.969453\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 19:00:56.186423\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 19:00:56.372426\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 19:00:56.635453\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 19:00:56.932426\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:00:57.148422\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 19:00:57.333423\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:00:57.547424\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:00:57.719458\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 19:00:57.891454\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 19:00:58.102424\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 19:00:58.310424\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:00:58.518423\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:00:58.772455\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 19:00:58.951426\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 19:00:59.160426\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 19:00:59.322453\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:00:59.481453\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 19:00:59.656424\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:00:59.656424\t所有历史数据加载完成\n", "2021-02-06 19:01:01.569424\t逐日盯市盈亏计算完成\n", "2021-02-06 19:01:01.569424\t开始计算策略统计指标\n", "2021-02-06 19:01:01.575424\t------------------------------\n", "2021-02-06 19:01:01.575424\t首个交易日：\t2006-01-03\n", "2021-02-06 19:01:01.575424\t最后交易日：\t2020-12-29\n", "2021-02-06 19:01:01.576423\t总交易日：\t3528\n", "2021-02-06 19:01:01.576423\t盈利交易日：\t1829\n", "2021-02-06 19:01:01.576423\t亏损交易日：\t1678\n", "2021-02-06 19:01:01.576423\t起始资金：\t50,000,000.00\n", "2021-02-06 19:01:01.576423\t结束资金：\t77,172,579.78\n", "2021-02-06 19:01:01.576423\t总收益率：\t54.35%\n", "2021-02-06 19:01:01.576423\t年化收益：\t3.70%\n", "2021-02-06 19:01:01.576423\t最大回撤: \t-3,923,600.78\n", "2021-02-06 19:01:01.576423\t百分比最大回撤: -6.04%\n", "2021-02-06 19:01:01.576423\t最长回撤天数: \t434\n", "2021-02-06 19:01:01.576423\t总盈亏：\t27,172,579.78\n", "2021-02-06 19:01:01.576423\t总手续费：\t7,571,243.95\n", "2021-02-06 19:01:01.576423\t总滑点：\t0.00\n", "2021-02-06 19:01:01.576423\t总成交金额：\t7,571,243,949.78\n", "2021-02-06 19:01:01.576423\t总成交笔数：\t9314\n", "2021-02-06 19:01:01.576423\t日均盈亏：\t7,701.98\n", "2021-02-06 19:01:01.576423\t日均手续费：\t2,146.04\n", "2021-02-06 19:01:01.576423\t日均滑点：\t0.00\n", "2021-02-06 19:01:01.576423\t日均成交金额：\t2,146,044.20\n", "2021-02-06 19:01:01.576423\t日均成交笔数：\t2.6400226757369616\n", "2021-02-06 19:01:01.576423\t日均收益率：\t0.01%\n", "2021-02-06 19:01:01.576423\t收益标准差：\t0.22%\n", "2021-02-06 19:01:01.576423\tSharpe Ratio：\t0.86\n", "2021-02-06 19:01:01.576423\t收益回撤比：\t6.93\n", "2021-02-06 19:01:01.576423\t策略统计指标计算完成\n", "1\n", "2021-02-06 19:01:01.578424\t开始加载历史数据\n", "2021-02-06 19:01:01.845455\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:01:02.113427\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:01:02.397426\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 19:01:02.600422\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 19:01:02.756422\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:01:02.917455\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:01:03.163424\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 19:01:03.366423\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 19:01:03.618453\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 19:01:03.785424\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 19:01:03.963427\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 19:01:04.251453\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:01:04.555424\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:01:04.720454\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 19:01:04.990453\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:01:05.254453\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:01:05.520456\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:01:06.042938\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 19:01:06.309544\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 19:01:06.524157\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 19:01:06.730317\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 19:01:07.002326\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 19:01:07.263886\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 19:01:07.440983\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 19:01:07.667448\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 19:01:07.849421\tJM99.DCE历史数据加载完成，数据量：1834\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "2021-02-06 19:01:08.032418\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 19:01:08.355486\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 19:01:08.630636\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:01:08.833977\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 19:01:09.030056\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:01:09.255268\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:01:09.447264\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 19:01:09.622294\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 19:01:09.908266\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 19:01:10.139627\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:01:10.396094\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:01:10.738580\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 19:01:10.930417\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 19:01:11.181302\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 19:01:11.396423\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:01:11.563423\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 19:01:11.735455\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:01:11.735455\t所有历史数据加载完成\n", "2021-02-06 19:01:13.368438\t逐日盯市盈亏计算完成\n", "2021-02-06 19:01:13.368438\t开始计算策略统计指标\n", "2021-02-06 19:01:13.375442\t------------------------------\n", "2021-02-06 19:01:13.375442\t首个交易日：\t2006-01-03\n", "2021-02-06 19:01:13.375442\t最后交易日：\t2020-12-29\n", "2021-02-06 19:01:13.375442\t总交易日：\t3528\n", "2021-02-06 19:01:13.375442\t盈利交易日：\t1835\n", "2021-02-06 19:01:13.375442\t亏损交易日：\t1663\n", "2021-02-06 19:01:13.375442\t起始资金：\t50,000,000.00\n", "2021-02-06 19:01:13.375442\t结束资金：\t75,588,341.40\n", "2021-02-06 19:01:13.375442\t总收益率：\t51.18%\n", "2021-02-06 19:01:13.375442\t年化收益：\t3.48%\n", "2021-02-06 19:01:13.375442\t最大回撤: \t-3,929,607.35\n", "2021-02-06 19:01:13.375442\t百分比最大回撤: -6.06%\n", "2021-02-06 19:01:13.375442\t最长回撤天数: \t320\n", "2021-02-06 19:01:13.375442\t总盈亏：\t25,588,341.40\n", "2021-02-06 19:01:13.375442\t总手续费：\t7,653,616.62\n", "2021-02-06 19:01:13.375442\t总滑点：\t0.00\n", "2021-02-06 19:01:13.375442\t总成交金额：\t7,653,616,619.28\n", "2021-02-06 19:01:13.375442\t总成交笔数：\t9292\n", "2021-02-06 19:01:13.375442\t日均盈亏：\t7,252.93\n", "2021-02-06 19:01:13.375442\t日均手续费：\t2,169.39\n", "2021-02-06 19:01:13.375442\t日均滑点：\t0.00\n", "2021-02-06 19:01:13.375442\t日均成交金额：\t2,169,392.47\n", "2021-02-06 19:01:13.375442\t日均成交笔数：\t2.633786848072562\n", "2021-02-06 19:01:13.375442\t日均收益率：\t0.01%\n", "2021-02-06 19:01:13.375442\t收益标准差：\t0.23%\n", "2021-02-06 19:01:13.375442\tSharpe Ratio：\t0.80\n", "2021-02-06 19:01:13.375442\t收益回撤比：\t6.51\n", "2021-02-06 19:01:13.375442\t策略统计指标计算完成\n", "2\n", "2021-02-06 19:01:13.382413\t开始加载历史数据\n", "2021-02-06 19:01:13.876331\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:01:14.165334\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:01:14.421331\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 19:01:14.626332\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 19:01:14.788330\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:01:14.947363\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:01:15.203354\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 19:01:15.393332\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 19:01:15.642361\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 19:01:15.809366\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 19:01:15.986364\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 19:01:16.253330\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:01:16.528330\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:01:16.703335\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 19:01:17.048363\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:01:17.326335\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:01:17.593330\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:01:17.881361\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 19:01:18.134365\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 19:01:18.306364\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 19:01:18.484361\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 19:01:18.758332\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 19:01:18.987334\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 19:01:19.159333\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 19:01:19.373388\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 19:01:19.582389\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 19:01:19.781391\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 19:01:20.130071\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 19:01:20.395070\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:01:20.585628\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 19:01:20.775625\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:01:20.965614\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:01:21.131520\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 19:01:21.325494\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 19:01:21.513492\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 19:01:21.714319\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:01:21.907321\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:01:22.182292\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 19:01:22.346318\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 19:01:22.541320\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 19:01:22.729260\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:01:22.893376\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 19:01:23.072392\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:01:23.072392\t所有历史数据加载完成\n", "2021-02-06 19:01:24.793511\t逐日盯市盈亏计算完成\n", "2021-02-06 19:01:24.793511\t开始计算策略统计指标\n", "2021-02-06 19:01:24.800540\t------------------------------\n", "2021-02-06 19:01:24.800540\t首个交易日：\t2006-01-03\n", "2021-02-06 19:01:24.800540\t最后交易日：\t2020-12-29\n", "2021-02-06 19:01:24.800540\t总交易日：\t3528\n", "2021-02-06 19:01:24.800540\t盈利交易日：\t1803\n", "2021-02-06 19:01:24.800540\t亏损交易日：\t1696\n", "2021-02-06 19:01:24.800540\t起始资金：\t50,000,000.00\n", "2021-02-06 19:01:24.800540\t结束资金：\t71,357,015.71\n", "2021-02-06 19:01:24.800540\t总收益率：\t42.71%\n", "2021-02-06 19:01:24.800540\t年化收益：\t2.91%\n", "2021-02-06 19:01:24.800540\t最大回撤: \t-5,354,049.18\n", "2021-02-06 19:01:24.800540\t百分比最大回撤: -7.26%\n", "2021-02-06 19:01:24.800540\t最长回撤天数: \t590\n", "2021-02-06 19:01:24.800540\t总盈亏：\t21,357,015.71\n", "2021-02-06 19:01:24.801535\t总手续费：\t7,714,234.13\n", "2021-02-06 19:01:24.801535\t总滑点：\t0.00\n", "2021-02-06 19:01:24.801535\t总成交金额：\t7,714,234,133.99\n", "2021-02-06 19:01:24.801535\t总成交笔数：\t9253\n", "2021-02-06 19:01:24.801535\t日均盈亏：\t6,053.58\n", "2021-02-06 19:01:24.801535\t日均手续费：\t2,186.57\n", "2021-02-06 19:01:24.801535\t日均滑点：\t0.00\n", "2021-02-06 19:01:24.801535\t日均成交金额：\t2,186,574.30\n", "2021-02-06 19:01:24.801535\t日均成交笔数：\t2.622732426303855\n", "2021-02-06 19:01:24.801535\t日均收益率：\t0.01%\n", "2021-02-06 19:01:24.801535\t收益标准差：\t0.23%\n", "2021-02-06 19:01:24.801535\tSharpe Ratio：\t0.68\n", "2021-02-06 19:01:24.801535\t收益回撤比：\t3.99\n", "2021-02-06 19:01:24.801535\t策略统计指标计算完成\n", "3\n", "2021-02-06 19:01:24.806552\t开始加载历史数据\n", "2021-02-06 19:01:25.080510\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:01:25.348536\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:01:25.619540\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 19:01:25.866559\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 19:01:26.044591\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:01:26.209633\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:01:26.473474\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 19:01:26.674090\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 19:01:26.928755\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 19:01:27.104753\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 19:01:27.288369\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 19:01:27.577337\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:01:27.843340\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:01:28.027356\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 19:01:28.330459\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:01:28.630460\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:01:28.907456\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:01:29.175486\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 19:01:29.425455\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 19:01:29.603458\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 19:01:29.781489\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 19:01:30.062457\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 19:01:30.296456\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 19:01:30.471486\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 19:01:30.676487\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 19:01:30.856483\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 19:01:31.276488\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 19:01:31.539490\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 19:01:31.816455\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:01:32.026457\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 19:01:32.220486\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:01:32.410460\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:01:32.577486\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 19:01:32.750488\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 19:01:32.938488\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 19:01:33.124486\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:01:33.314488\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:01:33.574457\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 19:01:33.739488\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 19:01:33.925486\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 19:01:34.096487\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:01:34.269460\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 19:01:34.434458\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:01:34.434458\t所有历史数据加载完成\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "2021-02-06 19:01:36.118489\t逐日盯市盈亏计算完成\n", "2021-02-06 19:01:36.118489\t开始计算策略统计指标\n", "2021-02-06 19:01:36.124489\t------------------------------\n", "2021-02-06 19:01:36.125489\t首个交易日：\t2006-01-03\n", "2021-02-06 19:01:36.125489\t最后交易日：\t2020-12-29\n", "2021-02-06 19:01:36.125489\t总交易日：\t3528\n", "2021-02-06 19:01:36.125489\t盈利交易日：\t1826\n", "2021-02-06 19:01:36.125489\t亏损交易日：\t1674\n", "2021-02-06 19:01:36.125489\t起始资金：\t50,000,000.00\n", "2021-02-06 19:01:36.125489\t结束资金：\t75,043,574.69\n", "2021-02-06 19:01:36.125489\t总收益率：\t50.09%\n", "2021-02-06 19:01:36.125489\t年化收益：\t3.41%\n", "2021-02-06 19:01:36.125489\t最大回撤: \t-6,062,269.79\n", "2021-02-06 19:01:36.125489\t百分比最大回撤: -9.22%\n", "2021-02-06 19:01:36.125489\t最长回撤天数: \t432\n", "2021-02-06 19:01:36.125489\t总盈亏：\t25,043,574.69\n", "2021-02-06 19:01:36.125489\t总手续费：\t7,766,123.59\n", "2021-02-06 19:01:36.125489\t总滑点：\t0.00\n", "2021-02-06 19:01:36.125489\t总成交金额：\t7,766,123,585.66\n", "2021-02-06 19:01:36.125489\t总成交笔数：\t9293\n", "2021-02-06 19:01:36.125489\t日均盈亏：\t7,098.52\n", "2021-02-06 19:01:36.125489\t日均手续费：\t2,201.28\n", "2021-02-06 19:01:36.125489\t日均滑点：\t0.00\n", "2021-02-06 19:01:36.125489\t日均成交金额：\t2,201,282.20\n", "2021-02-06 19:01:36.125489\t日均成交笔数：\t2.6340702947845807\n", "2021-02-06 19:01:36.125489\t日均收益率：\t0.01%\n", "2021-02-06 19:01:36.125489\t收益标准差：\t0.24%\n", "2021-02-06 19:01:36.125489\tSharpe Ratio：\t0.74\n", "2021-02-06 19:01:36.125489\t收益回撤比：\t4.13\n", "2021-02-06 19:01:36.125489\t策略统计指标计算完成\n", "4\n", "2021-02-06 19:01:36.130456\t开始加载历史数据\n", "2021-02-06 19:01:36.400486\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:01:36.672486\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:01:36.930489\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 19:01:37.132490\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 19:01:37.290486\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:01:37.447482\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:01:37.688491\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 19:01:37.891458\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 19:01:38.146455\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 19:01:38.313457\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 19:01:38.510459\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 19:01:38.795488\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:01:39.069488\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:01:39.230487\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 19:01:39.510455\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:01:39.775454\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:01:40.058459\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:01:40.324460\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 19:01:40.568455\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 19:01:40.742488\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 19:01:40.926459\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 19:01:41.172489\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 19:01:41.404487\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 19:01:41.829460\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 19:01:42.041486\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 19:01:42.223457\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 19:01:42.397488\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 19:01:42.679455\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 19:01:42.940489\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:01:43.133457\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 19:01:43.329486\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:01:43.518488\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:01:43.684455\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 19:01:43.854486\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 19:01:44.055486\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 19:01:44.242488\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:01:44.430487\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:01:44.712459\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 19:01:44.882455\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 19:01:45.067486\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 19:01:45.242457\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:01:45.412486\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 19:01:45.573458\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:01:45.573458\t所有历史数据加载完成\n", "2021-02-06 19:01:47.292486\t逐日盯市盈亏计算完成\n", "2021-02-06 19:01:47.292486\t开始计算策略统计指标\n", "2021-02-06 19:01:47.299488\t------------------------------\n", "2021-02-06 19:01:47.299488\t首个交易日：\t2006-01-03\n", "2021-02-06 19:01:47.299488\t最后交易日：\t2020-12-29\n", "2021-02-06 19:01:47.299488\t总交易日：\t3528\n", "2021-02-06 19:01:47.299488\t盈利交易日：\t1841\n", "2021-02-06 19:01:47.299488\t亏损交易日：\t1660\n", "2021-02-06 19:01:47.299488\t起始资金：\t50,000,000.00\n", "2021-02-06 19:01:47.299488\t结束资金：\t72,362,835.24\n", "2021-02-06 19:01:47.299488\t总收益率：\t44.73%\n", "2021-02-06 19:01:47.299488\t年化收益：\t3.04%\n", "2021-02-06 19:01:47.299488\t最大回撤: \t-4,660,784.51\n", "2021-02-06 19:01:47.299488\t百分比最大回撤: -6.92%\n", "2021-02-06 19:01:47.299488\t最长回撤天数: \t324\n", "2021-02-06 19:01:47.299488\t总盈亏：\t22,362,835.24\n", "2021-02-06 19:01:47.299488\t总手续费：\t7,754,577.25\n", "2021-02-06 19:01:47.299488\t总滑点：\t0.00\n", "2021-02-06 19:01:47.299488\t总成交金额：\t7,754,577,252.12\n", "2021-02-06 19:01:47.299488\t总成交笔数：\t9371\n", "2021-02-06 19:01:47.299488\t日均盈亏：\t6,338.67\n", "2021-02-06 19:01:47.299488\t日均手续费：\t2,198.01\n", "2021-02-06 19:01:47.299488\t日均滑点：\t0.00\n", "2021-02-06 19:01:47.299488\t日均成交金额：\t2,198,009.43\n", "2021-02-06 19:01:47.299488\t日均成交笔数：\t2.6561791383219955\n", "2021-02-06 19:01:47.299488\t日均收益率：\t0.01%\n", "2021-02-06 19:01:47.299488\t收益标准差：\t0.23%\n", "2021-02-06 19:01:47.299488\tSharpe Ratio：\t0.69\n", "2021-02-06 19:01:47.299488\t收益回撤比：\t4.80\n", "2021-02-06 19:01:47.300486\t策略统计指标计算完成\n", "5\n", "2021-02-06 19:01:47.304490\t开始加载历史数据\n", "2021-02-06 19:01:47.572488\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:01:47.839460\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:01:48.094487\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 19:01:48.300456\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 19:01:48.463456\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:01:48.633460\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:01:48.883457\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 19:01:49.076486\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 19:01:49.303457\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 19:01:49.477486\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 19:01:49.667459\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 19:01:49.940487\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:01:50.209486\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:01:50.391460\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 19:01:50.682459\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:01:50.950459\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:01:51.220488\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:01:51.736459\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 19:01:51.980459\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 19:01:52.157489\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 19:01:52.337486\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 19:01:52.584456\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 19:01:52.807456\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 19:01:52.976488\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 19:01:53.184486\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 19:01:53.364457\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 19:01:53.555486\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 19:01:53.827486\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 19:01:54.091456\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:01:54.301486\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 19:01:54.487488\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:01:54.675487\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:01:54.858487\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 19:01:55.041455\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 19:01:55.250457\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 19:01:55.547460\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:01:55.742486\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:01:55.993456\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 19:01:56.170532\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 19:01:56.382184\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 19:01:56.588256\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:01:56.779733\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 19:01:56.979307\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:01:56.979307\t所有历史数据加载完成\n", "2021-02-06 19:01:58.914212\t逐日盯市盈亏计算完成\n", "2021-02-06 19:01:58.915212\t开始计算策略统计指标\n", "2021-02-06 19:01:58.921212\t------------------------------\n", "2021-02-06 19:01:58.921212\t首个交易日：\t2006-01-03\n", "2021-02-06 19:01:58.921212\t最后交易日：\t2020-12-29\n", "2021-02-06 19:01:58.921212\t总交易日：\t3528\n", "2021-02-06 19:01:58.921212\t盈利交易日：\t1853\n", "2021-02-06 19:01:58.921212\t亏损交易日：\t1649\n", "2021-02-06 19:01:58.921212\t起始资金：\t50,000,000.00\n", "2021-02-06 19:01:58.921212\t结束资金：\t75,990,407.89\n", "2021-02-06 19:01:58.921212\t总收益率：\t51.98%\n", "2021-02-06 19:01:58.921212\t年化收益：\t3.54%\n", "2021-02-06 19:01:58.921212\t最大回撤: \t-4,380,498.12\n", "2021-02-06 19:01:58.921212\t百分比最大回撤: -5.75%\n", "2021-02-06 19:01:58.921212\t最长回撤天数: \t324\n", "2021-02-06 19:01:58.921212\t总盈亏：\t25,990,407.89\n", "2021-02-06 19:01:58.921212\t总手续费：\t7,729,824.31\n", "2021-02-06 19:01:58.921212\t总滑点：\t0.00\n", "2021-02-06 19:01:58.921212\t总成交金额：\t7,729,824,305.04\n", "2021-02-06 19:01:58.921212\t总成交笔数：\t9375\n", "2021-02-06 19:01:58.921212\t日均盈亏：\t7,366.90\n", "2021-02-06 19:01:58.921212\t日均手续费：\t2,190.99\n", "2021-02-06 19:01:58.921212\t日均滑点：\t0.00\n", "2021-02-06 19:01:58.921212\t日均成交金额：\t2,190,993.28\n", "2021-02-06 19:01:58.921212\t日均成交笔数：\t2.6573129251700682\n", "2021-02-06 19:01:58.921212\t日均收益率：\t0.01%\n", "2021-02-06 19:01:58.921212\t收益标准差：\t0.22%\n", "2021-02-06 19:01:58.921212\tSharpe Ratio：\t0.83\n", "2021-02-06 19:01:58.921212\t收益回撤比：\t5.93\n", "2021-02-06 19:01:58.922212\t策略统计指标计算完成\n", "6\n", "2021-02-06 19:01:58.926214\t开始加载历史数据\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "2021-02-06 19:01:59.206283\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:01:59.474327\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:01:59.739299\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 19:01:59.944301\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 19:02:00.333907\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:02:00.493816\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:02:00.731813\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 19:02:00.921814\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 19:02:01.171783\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 19:02:01.368787\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 19:02:01.546622\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 19:02:01.809591\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:02:02.075616\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:02:02.246594\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 19:02:02.523589\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:02:02.789622\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:02:03.145618\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:02:03.431621\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 19:02:03.718621\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 19:02:03.914623\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 19:02:04.085623\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 19:02:04.330621\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 19:02:04.562594\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 19:02:04.734620\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 19:02:04.939594\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 19:02:05.144590\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 19:02:05.322717\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 19:02:05.607589\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 19:02:05.878254\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:02:06.096251\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 19:02:06.292294\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:02:06.487322\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:02:06.678291\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 19:02:06.948334\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 19:02:07.168291\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 19:02:07.362294\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:02:07.558320\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:02:07.809330\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 19:02:07.978323\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 19:02:08.164321\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 19:02:08.329321\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:02:08.490290\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 19:02:08.664321\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:02:08.664321\t所有历史数据加载完成\n", "2021-02-06 19:02:10.267324\t逐日盯市盈亏计算完成\n", "2021-02-06 19:02:10.267324\t开始计算策略统计指标\n", "2021-02-06 19:02:10.273292\t------------------------------\n", "2021-02-06 19:02:10.273292\t首个交易日：\t2006-01-03\n", "2021-02-06 19:02:10.273292\t最后交易日：\t2020-12-29\n", "2021-02-06 19:02:10.273292\t总交易日：\t3528\n", "2021-02-06 19:02:10.273292\t盈利交易日：\t1832\n", "2021-02-06 19:02:10.273292\t亏损交易日：\t1671\n", "2021-02-06 19:02:10.273292\t起始资金：\t50,000,000.00\n", "2021-02-06 19:02:10.273292\t结束资金：\t70,763,901.71\n", "2021-02-06 19:02:10.274321\t总收益率：\t41.53%\n", "2021-02-06 19:02:10.274321\t年化收益：\t2.83%\n", "2021-02-06 19:02:10.274321\t最大回撤: \t-4,169,670.54\n", "2021-02-06 19:02:10.274321\t百分比最大回撤: -5.90%\n", "2021-02-06 19:02:10.274321\t最长回撤天数: \t210\n", "2021-02-06 19:02:10.274321\t总盈亏：\t20,763,901.71\n", "2021-02-06 19:02:10.274321\t总手续费：\t7,764,502.16\n", "2021-02-06 19:02:10.274321\t总滑点：\t0.00\n", "2021-02-06 19:02:10.274321\t总成交金额：\t7,764,502,161.46\n", "2021-02-06 19:02:10.274321\t总成交笔数：\t9369\n", "2021-02-06 19:02:10.274321\t日均盈亏：\t5,885.46\n", "2021-02-06 19:02:10.274321\t日均手续费：\t2,200.82\n", "2021-02-06 19:02:10.274321\t日均滑点：\t0.00\n", "2021-02-06 19:02:10.274321\t日均成交金额：\t2,200,822.61\n", "2021-02-06 19:02:10.274321\t日均成交笔数：\t2.6556122448979593\n", "2021-02-06 19:02:10.274321\t日均收益率：\t0.01%\n", "2021-02-06 19:02:10.274321\t收益标准差：\t0.23%\n", "2021-02-06 19:02:10.274321\tSharpe Ratio：\t0.67\n", "2021-02-06 19:02:10.274321\t收益回撤比：\t4.98\n", "2021-02-06 19:02:10.274321\t策略统计指标计算完成\n", "7\n", "2021-02-06 19:02:10.279323\t开始加载历史数据\n", "2021-02-06 19:02:10.767290\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:02:11.058289\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:02:11.311292\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 19:02:11.522311\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 19:02:11.686364\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:02:11.851491\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:02:12.110318\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 19:02:12.302767\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 19:02:12.551268\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 19:02:12.732973\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 19:02:12.908506\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 19:02:13.192287\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:02:13.467353\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:02:13.720417\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 19:02:14.034109\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:02:14.392326\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:02:14.720523\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:02:15.031305\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 19:02:15.302646\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 19:02:15.521136\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 19:02:15.712394\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 19:02:15.980206\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 19:02:16.233690\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 19:02:16.426659\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 19:02:16.650335\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 19:02:16.849381\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 19:02:17.030560\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 19:02:17.405231\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 19:02:17.710108\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:02:17.929265\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 19:02:18.127269\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:02:18.327676\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:02:18.509128\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 19:02:18.693117\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 19:02:18.890201\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 19:02:19.089720\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:02:19.279742\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:02:19.550072\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 19:02:19.726727\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 19:02:19.928266\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 19:02:20.107269\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:02:20.277212\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 19:02:20.457450\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:02:20.457450\t所有历史数据加载完成\n", "2021-02-06 19:02:22.331061\t逐日盯市盈亏计算完成\n", "2021-02-06 19:02:22.332060\t开始计算策略统计指标\n", "2021-02-06 19:02:22.338059\t------------------------------\n", "2021-02-06 19:02:22.338059\t首个交易日：\t2006-01-03\n", "2021-02-06 19:02:22.338059\t最后交易日：\t2020-12-29\n", "2021-02-06 19:02:22.338059\t总交易日：\t3528\n", "2021-02-06 19:02:22.338059\t盈利交易日：\t1818\n", "2021-02-06 19:02:22.338059\t亏损交易日：\t1686\n", "2021-02-06 19:02:22.338059\t起始资金：\t50,000,000.00\n", "2021-02-06 19:02:22.338059\t结束资金：\t72,667,176.32\n", "2021-02-06 19:02:22.338059\t总收益率：\t45.33%\n", "2021-02-06 19:02:22.338059\t年化收益：\t3.08%\n", "2021-02-06 19:02:22.338059\t最大回撤: \t-3,964,719.62\n", "2021-02-06 19:02:22.338059\t百分比最大回撤: -5.50%\n", "2021-02-06 19:02:22.338059\t最长回撤天数: \t862\n", "2021-02-06 19:02:22.339060\t总盈亏：\t22,667,176.32\n", "2021-02-06 19:02:22.339060\t总手续费：\t7,676,384.26\n", "2021-02-06 19:02:22.339060\t总滑点：\t0.00\n", "2021-02-06 19:02:22.339060\t总成交金额：\t7,676,384,259.57\n", "2021-02-06 19:02:22.339060\t总成交笔数：\t9356\n", "2021-02-06 19:02:22.339060\t日均盈亏：\t6,424.94\n", "2021-02-06 19:02:22.339060\t日均手续费：\t2,175.85\n", "2021-02-06 19:02:22.339060\t日均滑点：\t0.00\n", "2021-02-06 19:02:22.339060\t日均成交金额：\t2,175,845.88\n", "2021-02-06 19:02:22.339060\t日均成交笔数：\t2.6519274376417235\n", "2021-02-06 19:02:22.339060\t日均收益率：\t0.01%\n", "2021-02-06 19:02:22.339060\t收益标准差：\t0.22%\n", "2021-02-06 19:02:22.339060\tSharpe Ratio：\t0.74\n", "2021-02-06 19:02:22.339060\t收益回撤比：\t5.72\n", "2021-02-06 19:02:22.339060\t策略统计指标计算完成\n", "8\n", "2021-02-06 19:02:22.344093\t开始加载历史数据\n", "2021-02-06 19:02:22.637056\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:02:22.904032\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:02:23.153075\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 19:02:23.366089\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 19:02:23.527128\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:02:23.687128\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:02:23.930157\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 19:02:24.128560\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 19:02:24.375289\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 19:02:24.548279\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 19:02:24.731753\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 19:02:25.008722\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:02:25.276721\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:02:25.437764\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 19:02:25.703672\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:02:25.968212\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:02:26.237212\tM99.DCE历史数据加载完成，数据量：3528\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "2021-02-06 19:02:26.539214\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 19:02:26.844481\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 19:02:27.035644\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 19:02:27.216923\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 19:02:27.462924\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 19:02:27.699483\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 19:02:27.895998\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 19:02:28.107089\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 19:02:28.311088\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 19:02:28.723087\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 19:02:28.995087\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 19:02:29.270090\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:02:29.475087\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 19:02:29.663103\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:02:29.858093\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:02:30.039113\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 19:02:30.212118\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 19:02:30.404089\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 19:02:30.591088\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:02:30.777618\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:02:31.031588\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 19:02:31.201664\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 19:02:31.384639\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 19:02:31.551606\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:02:31.706607\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 19:02:31.871607\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:02:31.871607\t所有历史数据加载完成\n", "2021-02-06 19:02:33.686143\t逐日盯市盈亏计算完成\n", "2021-02-06 19:02:33.687143\t开始计算策略统计指标\n", "2021-02-06 19:02:33.693143\t------------------------------\n", "2021-02-06 19:02:33.693143\t首个交易日：\t2006-01-03\n", "2021-02-06 19:02:33.693143\t最后交易日：\t2020-12-29\n", "2021-02-06 19:02:33.693143\t总交易日：\t3528\n", "2021-02-06 19:02:33.693143\t盈利交易日：\t1791\n", "2021-02-06 19:02:33.693143\t亏损交易日：\t1714\n", "2021-02-06 19:02:33.693143\t起始资金：\t50,000,000.00\n", "2021-02-06 19:02:33.693143\t结束资金：\t73,066,351.97\n", "2021-02-06 19:02:33.693143\t总收益率：\t46.13%\n", "2021-02-06 19:02:33.693143\t年化收益：\t3.14%\n", "2021-02-06 19:02:33.693143\t最大回撤: \t-3,998,157.75\n", "2021-02-06 19:02:33.693143\t百分比最大回撤: -5.58%\n", "2021-02-06 19:02:33.693143\t最长回撤天数: \t1184\n", "2021-02-06 19:02:33.693143\t总盈亏：\t23,066,351.97\n", "2021-02-06 19:02:33.693143\t总手续费：\t7,656,613.83\n", "2021-02-06 19:02:33.694170\t总滑点：\t0.00\n", "2021-02-06 19:02:33.694170\t总成交金额：\t7,656,613,833.74\n", "2021-02-06 19:02:33.694170\t总成交笔数：\t9335\n", "2021-02-06 19:02:33.694170\t日均盈亏：\t6,538.08\n", "2021-02-06 19:02:33.694170\t日均手续费：\t2,170.24\n", "2021-02-06 19:02:33.694170\t日均滑点：\t0.00\n", "2021-02-06 19:02:33.694170\t日均成交金额：\t2,170,242.02\n", "2021-02-06 19:02:33.694170\t日均成交笔数：\t2.6459750566893425\n", "2021-02-06 19:02:33.694170\t日均收益率：\t0.01%\n", "2021-02-06 19:02:33.694170\t收益标准差：\t0.22%\n", "2021-02-06 19:02:33.694170\tSharpe Ratio：\t0.75\n", "2021-02-06 19:02:33.694170\t收益回撤比：\t5.77\n", "2021-02-06 19:02:33.694170\t策略统计指标计算完成\n", "9\n", "2021-02-06 19:02:33.700141\t开始加载历史数据\n", "2021-02-06 19:02:33.987698\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:02:34.268194\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:02:34.560584\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 19:02:34.794585\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 19:02:34.964582\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:02:35.124585\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:02:35.380464\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 19:02:35.630939\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 19:02:35.931025\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 19:02:36.112698\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 19:02:36.291961\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 19:02:36.584042\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:02:36.851410\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:02:37.038590\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 19:02:37.345404\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:02:37.666620\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:02:37.981237\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:02:38.299335\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 19:02:38.619998\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 19:02:38.854160\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 19:02:39.115446\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 19:02:39.474238\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 19:02:39.777816\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 19:02:40.231059\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 19:02:40.465226\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 19:02:40.672873\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 19:02:40.862946\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 19:02:41.168629\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 19:02:41.466863\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:02:41.690906\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 19:02:41.904904\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:02:42.094935\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:02:42.271906\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 19:02:42.444939\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 19:02:42.631937\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 19:02:42.813937\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:02:42.994934\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:02:43.246935\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 19:02:43.412936\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 19:02:43.595914\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 19:02:43.758935\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:02:43.914935\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 19:02:44.077937\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:02:44.077937\t所有历史数据加载完成\n", "2021-02-06 19:02:45.762089\t逐日盯市盈亏计算完成\n", "2021-02-06 19:02:45.762089\t开始计算策略统计指标\n", "2021-02-06 19:02:45.769087\t------------------------------\n", "2021-02-06 19:02:45.769087\t首个交易日：\t2006-01-03\n", "2021-02-06 19:02:45.769087\t最后交易日：\t2020-12-29\n", "2021-02-06 19:02:45.769087\t总交易日：\t3528\n", "2021-02-06 19:02:45.769087\t盈利交易日：\t1825\n", "2021-02-06 19:02:45.769087\t亏损交易日：\t1681\n", "2021-02-06 19:02:45.769087\t起始资金：\t50,000,000.00\n", "2021-02-06 19:02:45.769087\t结束资金：\t69,876,432.28\n", "2021-02-06 19:02:45.769087\t总收益率：\t39.75%\n", "2021-02-06 19:02:45.769087\t年化收益：\t2.70%\n", "2021-02-06 19:02:45.769087\t最大回撤: \t-7,213,089.21\n", "2021-02-06 19:02:45.769087\t百分比最大回撤: -10.18%\n", "2021-02-06 19:02:45.769087\t最长回撤天数: \t1179\n", "2021-02-06 19:02:45.769087\t总盈亏：\t19,876,432.28\n", "2021-02-06 19:02:45.769087\t总手续费：\t7,627,723.95\n", "2021-02-06 19:02:45.769087\t总滑点：\t0.00\n", "2021-02-06 19:02:45.769087\t总成交金额：\t7,627,723,946.97\n", "2021-02-06 19:02:45.769087\t总成交笔数：\t9291\n", "2021-02-06 19:02:45.769087\t日均盈亏：\t5,633.91\n", "2021-02-06 19:02:45.769087\t日均手续费：\t2,162.05\n", "2021-02-06 19:02:45.769087\t日均滑点：\t0.00\n", "2021-02-06 19:02:45.769087\t日均成交金额：\t2,162,053.27\n", "2021-02-06 19:02:45.769087\t日均成交笔数：\t2.633503401360544\n", "2021-02-06 19:02:45.769087\t日均收益率：\t0.01%\n", "2021-02-06 19:02:45.769087\t收益标准差：\t0.23%\n", "2021-02-06 19:02:45.769087\tSharpe Ratio：\t0.65\n", "2021-02-06 19:02:45.769087\t收益回撤比：\t2.76\n", "2021-02-06 19:02:45.770087\t策略统计指标计算完成\n", "2021-02-06 19:02:45.775058\t开始计算策略统计指标\n", "2021-02-06 19:02:45.781087\t------------------------------\n", "2021-02-06 19:02:45.781087\t首个交易日：\t2006-01-03\n", "2021-02-06 19:02:45.781087\t最后交易日：\t2020-12-29\n", "2021-02-06 19:02:45.781087\t总交易日：\t3528\n", "2021-02-06 19:02:45.781087\t盈利交易日：\t1847\n", "2021-02-06 19:02:45.781087\t亏损交易日：\t1660\n", "2021-02-06 19:02:45.781087\t起始资金：\t50,000,000.00\n", "2021-02-06 19:02:45.781087\t结束资金：\t73,388,861.70\n", "2021-02-06 19:02:45.781087\t总收益率：\t46.78%\n", "2021-02-06 19:02:45.781087\t年化收益：\t3.18%\n", "2021-02-06 19:02:45.781087\t最大回撤: \t-3,655,165.32\n", "2021-02-06 19:02:45.781087\t百分比最大回撤: -5.77%\n", "2021-02-06 19:02:45.781087\t最长回撤天数: \t432\n", "2021-02-06 19:02:45.781087\t总盈亏：\t23,388,861.70\n", "2021-02-06 19:02:45.781087\t总手续费：\t7,691,484.40\n", "2021-02-06 19:02:45.781087\t总滑点：\t0.00\n", "2021-02-06 19:02:45.781087\t总成交金额：\t7,691,484,404.76\n", "2021-02-06 19:02:45.781087\t总成交笔数：\t9324.9\n", "2021-02-06 19:02:45.781087\t日均盈亏：\t6,629.50\n", "2021-02-06 19:02:45.781087\t日均手续费：\t2,180.13\n", "2021-02-06 19:02:45.781087\t日均滑点：\t0.00\n", "2021-02-06 19:02:45.781087\t日均成交金额：\t2,180,125.97\n", "2021-02-06 19:02:45.781087\t日均成交笔数：\t2.643112244897959\n", "2021-02-06 19:02:45.781087\t日均收益率：\t0.01%\n", "2021-02-06 19:02:45.781087\t收益标准差：\t0.20%\n", "2021-02-06 19:02:45.781087\tSharpe Ratio：\t0.74\n", "2021-02-06 19:02:45.781087\t收益回撤比：\t6.40\n", "2021-02-06 19:02:45.782089\t策略统计指标计算完成\n", "0\n", "2021-02-06 19:02:45.782089\t开始加载历史数据\n", "2021-02-06 19:02:46.058087\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:02:46.332089\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:02:46.584091\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 19:02:46.789090\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 19:02:46.952056\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:02:47.121087\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:02:47.361087\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 19:02:47.574056\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 19:02:47.825057\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 19:02:48.014087\tHC99.SHFE历史数据加载完成，数据量：1603\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "2021-02-06 19:02:48.202060\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 19:02:48.466087\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:02:48.734060\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:02:48.894087\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 19:02:49.185060\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:02:49.453058\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:02:49.944087\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:02:50.212056\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 19:02:50.468057\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 19:02:50.648055\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 19:02:50.834087\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 19:02:51.089087\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 19:02:51.314087\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 19:02:51.498058\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 19:02:51.717060\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 19:02:51.896087\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 19:02:52.073055\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 19:02:52.338087\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 19:02:52.600086\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:02:52.797088\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 19:02:53.003062\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:02:53.195087\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:02:53.360089\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 19:02:53.540087\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 19:02:53.813060\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 19:02:54.016090\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:02:54.197087\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:02:54.475057\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 19:02:54.664058\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 19:02:54.871060\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 19:02:55.063060\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:02:55.240060\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 19:02:55.428060\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:02:55.428060\t所有历史数据加载完成\n", "2021-02-06 19:02:56.923056\t逐日盯市盈亏计算完成\n", "2021-02-06 19:02:56.923056\t开始计算策略统计指标\n", "2021-02-06 19:02:56.929090\t------------------------------\n", "2021-02-06 19:02:56.929090\t首个交易日：\t2006-01-03\n", "2021-02-06 19:02:56.929090\t最后交易日：\t2020-12-29\n", "2021-02-06 19:02:56.929090\t总交易日：\t3528\n", "2021-02-06 19:02:56.929090\t盈利交易日：\t1809\n", "2021-02-06 19:02:56.929090\t亏损交易日：\t1688\n", "2021-02-06 19:02:56.929090\t起始资金：\t50,000,000.00\n", "2021-02-06 19:02:56.929090\t结束资金：\t66,157,466.16\n", "2021-02-06 19:02:56.929090\t总收益率：\t32.31%\n", "2021-02-06 19:02:56.930087\t年化收益：\t2.20%\n", "2021-02-06 19:02:56.930087\t最大回撤: \t-5,177,904.00\n", "2021-02-06 19:02:56.930087\t百分比最大回撤: -7.46%\n", "2021-02-06 19:02:56.930087\t最长回撤天数: \t960\n", "2021-02-06 19:02:56.930087\t总盈亏：\t16,157,466.16\n", "2021-02-06 19:02:56.930087\t总手续费：\t6,561,626.45\n", "2021-02-06 19:02:56.930087\t总滑点：\t0.00\n", "2021-02-06 19:02:56.930087\t总成交金额：\t6,561,626,446.38\n", "2021-02-06 19:02:56.930087\t总成交笔数：\t6451\n", "2021-02-06 19:02:56.930087\t日均盈亏：\t4,579.78\n", "2021-02-06 19:02:56.930087\t日均手续费：\t1,859.87\n", "2021-02-06 19:02:56.930087\t日均滑点：\t0.00\n", "2021-02-06 19:02:56.930087\t日均成交金额：\t1,859,871.44\n", "2021-02-06 19:02:56.930087\t日均成交笔数：\t1.8285147392290249\n", "2021-02-06 19:02:56.930087\t日均收益率：\t0.01%\n", "2021-02-06 19:02:56.930087\t收益标准差：\t0.24%\n", "2021-02-06 19:02:56.930087\tSharpe Ratio：\t0.52\n", "2021-02-06 19:02:56.930087\t收益回撤比：\t3.12\n", "2021-02-06 19:02:56.930087\t策略统计指标计算完成\n", "1\n", "2021-02-06 19:02:56.932057\t开始加载历史数据\n", "2021-02-06 19:02:57.200057\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:02:57.474060\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:02:57.941089\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 19:02:58.142056\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 19:02:58.305083\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:02:58.464088\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:02:58.709090\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 19:02:58.902089\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 19:02:59.125087\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 19:02:59.299058\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 19:02:59.480090\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 19:02:59.746058\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:03:00.051060\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:03:00.232060\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 19:03:00.494098\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:03:00.829098\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:03:01.094069\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:03:01.358100\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 19:03:01.622071\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 19:03:01.794093\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 19:03:01.969100\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 19:03:02.219067\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 19:03:02.473069\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 19:03:02.645099\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 19:03:02.868071\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 19:03:03.062098\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 19:03:03.241100\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 19:03:03.535069\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 19:03:03.811099\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:03:04.034072\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 19:03:04.311071\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:03:04.533071\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:03:04.705068\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 19:03:04.905071\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 19:03:05.100099\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 19:03:05.289095\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:03:05.473069\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:03:05.727071\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 19:03:05.895067\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 19:03:06.095071\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 19:03:06.275071\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:03:06.450071\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 19:03:06.630099\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:03:06.630099\t所有历史数据加载完成\n", "2021-02-06 19:03:08.298097\t逐日盯市盈亏计算完成\n", "2021-02-06 19:03:08.298097\t开始计算策略统计指标\n", "2021-02-06 19:03:08.304097\t------------------------------\n", "2021-02-06 19:03:08.304097\t首个交易日：\t2006-01-03\n", "2021-02-06 19:03:08.304097\t最后交易日：\t2020-12-29\n", "2021-02-06 19:03:08.304097\t总交易日：\t3528\n", "2021-02-06 19:03:08.304097\t盈利交易日：\t1829\n", "2021-02-06 19:03:08.304097\t亏损交易日：\t1669\n", "2021-02-06 19:03:08.304097\t起始资金：\t50,000,000.00\n", "2021-02-06 19:03:08.304097\t结束资金：\t71,099,628.64\n", "2021-02-06 19:03:08.304097\t总收益率：\t42.20%\n", "2021-02-06 19:03:08.304097\t年化收益：\t2.87%\n", "2021-02-06 19:03:08.304097\t最大回撤: \t-6,373,674.07\n", "2021-02-06 19:03:08.304097\t百分比最大回撤: -10.86%\n", "2021-02-06 19:03:08.304097\t最长回撤天数: \t506\n", "2021-02-06 19:03:08.304097\t总盈亏：\t21,099,628.64\n", "2021-02-06 19:03:08.304097\t总手续费：\t6,553,026.11\n", "2021-02-06 19:03:08.304097\t总滑点：\t0.00\n", "2021-02-06 19:03:08.304097\t总成交金额：\t6,553,026,106.05\n", "2021-02-06 19:03:08.304097\t总成交笔数：\t6434\n", "2021-02-06 19:03:08.304097\t日均盈亏：\t5,980.62\n", "2021-02-06 19:03:08.304097\t日均手续费：\t1,857.43\n", "2021-02-06 19:03:08.304097\t日均滑点：\t0.00\n", "2021-02-06 19:03:08.304097\t日均成交金额：\t1,857,433.70\n", "2021-02-06 19:03:08.304097\t日均成交笔数：\t1.8236961451247165\n", "2021-02-06 19:03:08.304097\t日均收益率：\t0.01%\n", "2021-02-06 19:03:08.304097\t收益标准差：\t0.24%\n", "2021-02-06 19:03:08.304097\tSharpe Ratio：\t0.65\n", "2021-02-06 19:03:08.304097\t收益回撤比：\t3.31\n", "2021-02-06 19:03:08.305098\t策略统计指标计算完成\n", "2\n", "2021-02-06 19:03:08.309098\t开始加载历史数据\n", "2021-02-06 19:03:08.601100\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:03:08.874101\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:03:09.121098\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 19:03:09.342098\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 19:03:09.508098\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:03:09.666097\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:03:09.913069\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 19:03:10.106102\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 19:03:10.331067\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 19:03:10.509070\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 19:03:10.686098\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 19:03:10.960098\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:03:11.224068\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:03:11.409071\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 19:03:11.697099\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:03:11.960102\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:03:12.234098\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:03:12.497099\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 19:03:12.763066\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 19:03:12.937099\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 19:03:13.120098\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 19:03:13.386071\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 19:03:13.634071\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 19:03:13.812071\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 19:03:14.018099\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 19:03:14.196098\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 19:03:14.377068\tI99.DCE历史数据加载完成，数据量：1703\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "2021-02-06 19:03:14.667071\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 19:03:14.939071\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:03:15.143069\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 19:03:15.329099\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:03:15.526071\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:03:15.701071\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 19:03:15.889071\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 19:03:16.075097\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 19:03:16.264097\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:03:16.679100\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:03:16.928071\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 19:03:17.097096\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 19:03:17.281098\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 19:03:17.453069\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:03:17.619066\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 19:03:17.785100\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:03:17.785100\t所有历史数据加载完成\n", "2021-02-06 19:03:19.358068\t逐日盯市盈亏计算完成\n", "2021-02-06 19:03:19.358068\t开始计算策略统计指标\n", "2021-02-06 19:03:19.364100\t------------------------------\n", "2021-02-06 19:03:19.365100\t首个交易日：\t2006-01-03\n", "2021-02-06 19:03:19.365100\t最后交易日：\t2020-12-29\n", "2021-02-06 19:03:19.365100\t总交易日：\t3528\n", "2021-02-06 19:03:19.365100\t盈利交易日：\t1792\n", "2021-02-06 19:03:19.365100\t亏损交易日：\t1707\n", "2021-02-06 19:03:19.365100\t起始资金：\t50,000,000.00\n", "2021-02-06 19:03:19.365100\t结束资金：\t66,649,328.59\n", "2021-02-06 19:03:19.365100\t总收益率：\t33.30%\n", "2021-02-06 19:03:19.365100\t年化收益：\t2.27%\n", "2021-02-06 19:03:19.365100\t最大回撤: \t-6,971,754.80\n", "2021-02-06 19:03:19.365100\t百分比最大回撤: -11.62%\n", "2021-02-06 19:03:19.365100\t最长回撤天数: \t1665\n", "2021-02-06 19:03:19.365100\t总盈亏：\t16,649,328.59\n", "2021-02-06 19:03:19.365100\t总手续费：\t6,639,012.61\n", "2021-02-06 19:03:19.365100\t总滑点：\t0.00\n", "2021-02-06 19:03:19.365100\t总成交金额：\t6,639,012,605.20\n", "2021-02-06 19:03:19.365100\t总成交笔数：\t6478\n", "2021-02-06 19:03:19.365100\t日均盈亏：\t4,719.20\n", "2021-02-06 19:03:19.365100\t日均手续费：\t1,881.81\n", "2021-02-06 19:03:19.365100\t日均滑点：\t0.00\n", "2021-02-06 19:03:19.365100\t日均成交金额：\t1,881,806.29\n", "2021-02-06 19:03:19.365100\t日均成交笔数：\t1.8361678004535147\n", "2021-02-06 19:03:19.365100\t日均收益率：\t0.01%\n", "2021-02-06 19:03:19.365100\t收益标准差：\t0.24%\n", "2021-02-06 19:03:19.365100\tSharpe Ratio：\t0.53\n", "2021-02-06 19:03:19.365100\t收益回撤比：\t2.39\n", "2021-02-06 19:03:19.365100\t策略统计指标计算完成\n", "3\n", "2021-02-06 19:03:19.371102\t开始加载历史数据\n", "2021-02-06 19:03:19.658067\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:03:19.930098\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:03:20.195098\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 19:03:20.400098\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 19:03:20.573068\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:03:20.745071\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:03:21.016071\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 19:03:21.221098\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 19:03:21.709071\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 19:03:21.877097\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 19:03:22.074071\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 19:03:22.337071\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:03:22.611069\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:03:22.792071\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 19:03:23.065071\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:03:23.339100\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:03:23.614067\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:03:23.878066\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 19:03:24.144068\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 19:03:24.339098\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 19:03:24.607071\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 19:03:24.850071\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 19:03:25.100071\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 19:03:25.267071\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 19:03:25.471098\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 19:03:25.666098\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 19:03:25.850100\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 19:03:26.122099\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 19:03:26.389101\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:03:26.583069\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 19:03:26.772100\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:03:26.992068\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:03:27.155098\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 19:03:27.334071\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 19:03:27.528098\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 19:03:27.716097\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:03:27.897100\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:03:28.155100\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 19:03:28.405069\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 19:03:28.588069\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 19:03:28.764071\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:03:28.919098\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 19:03:29.097098\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:03:29.097098\t所有历史数据加载完成\n", "2021-02-06 19:03:30.662099\t逐日盯市盈亏计算完成\n", "2021-02-06 19:03:30.662099\t开始计算策略统计指标\n", "2021-02-06 19:03:30.668098\t------------------------------\n", "2021-02-06 19:03:30.669098\t首个交易日：\t2006-01-03\n", "2021-02-06 19:03:30.669098\t最后交易日：\t2020-12-29\n", "2021-02-06 19:03:30.669098\t总交易日：\t3528\n", "2021-02-06 19:03:30.669098\t盈利交易日：\t1766\n", "2021-02-06 19:03:30.669098\t亏损交易日：\t1734\n", "2021-02-06 19:03:30.669098\t起始资金：\t50,000,000.00\n", "2021-02-06 19:03:30.669098\t结束资金：\t65,117,068.47\n", "2021-02-06 19:03:30.669098\t总收益率：\t30.23%\n", "2021-02-06 19:03:30.669098\t年化收益：\t2.06%\n", "2021-02-06 19:03:30.669098\t最大回撤: \t-6,296,995.38\n", "2021-02-06 19:03:30.669098\t百分比最大回撤: -10.73%\n", "2021-02-06 19:03:30.669098\t最长回撤天数: \t638\n", "2021-02-06 19:03:30.669098\t总盈亏：\t15,117,068.47\n", "2021-02-06 19:03:30.669098\t总手续费：\t6,695,839.93\n", "2021-02-06 19:03:30.669098\t总滑点：\t0.00\n", "2021-02-06 19:03:30.669098\t总成交金额：\t6,695,839,930.10\n", "2021-02-06 19:03:30.669098\t总成交笔数：\t6438\n", "2021-02-06 19:03:30.669098\t日均盈亏：\t4,284.88\n", "2021-02-06 19:03:30.669098\t日均手续费：\t1,897.91\n", "2021-02-06 19:03:30.669098\t日均滑点：\t0.00\n", "2021-02-06 19:03:30.669098\t日均成交金额：\t1,897,913.81\n", "2021-02-06 19:03:30.669098\t日均成交笔数：\t1.8248299319727892\n", "2021-02-06 19:03:30.669098\t日均收益率：\t0.01%\n", "2021-02-06 19:03:30.669098\t收益标准差：\t0.25%\n", "2021-02-06 19:03:30.669098\tSharpe Ratio：\t0.46\n", "2021-02-06 19:03:30.669098\t收益回撤比：\t2.40\n", "2021-02-06 19:03:30.669098\t策略统计指标计算完成\n", "4\n", "2021-02-06 19:03:30.673069\t开始加载历史数据\n", "2021-02-06 19:03:30.978068\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:03:31.247098\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:03:31.520071\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 19:03:31.723068\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 19:03:31.879104\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:03:32.041071\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:03:32.305098\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 19:03:32.512069\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 19:03:32.745067\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 19:03:32.914097\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 19:03:33.101071\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 19:03:33.603069\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:03:33.875098\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:03:34.037098\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 19:03:34.304068\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:03:34.570101\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:03:34.836101\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:03:35.103072\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 19:03:35.345095\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 19:03:35.539071\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 19:03:35.711103\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 19:03:35.969067\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 19:03:36.206067\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 19:03:36.375099\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 19:03:36.681071\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 19:03:36.866101\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 19:03:37.044098\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 19:03:37.308067\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 19:03:37.596098\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:03:37.793068\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 19:03:37.980100\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:03:38.174069\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:03:38.358071\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 19:03:38.537098\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 19:03:38.725067\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 19:03:38.911100\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:03:39.096098\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:03:39.349099\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 19:03:39.515097\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 19:03:39.703071\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 19:03:39.887071\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:03:40.059097\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 19:03:40.222067\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:03:40.222067\t所有历史数据加载完成\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "2021-02-06 19:03:41.852100\t逐日盯市盈亏计算完成\n", "2021-02-06 19:03:41.852100\t开始计算策略统计指标\n", "2021-02-06 19:03:41.859099\t------------------------------\n", "2021-02-06 19:03:41.859099\t首个交易日：\t2006-01-03\n", "2021-02-06 19:03:41.859099\t最后交易日：\t2020-12-29\n", "2021-02-06 19:03:41.859099\t总交易日：\t3528\n", "2021-02-06 19:03:41.859099\t盈利交易日：\t1806\n", "2021-02-06 19:03:41.859099\t亏损交易日：\t1695\n", "2021-02-06 19:03:41.859099\t起始资金：\t50,000,000.00\n", "2021-02-06 19:03:41.859099\t结束资金：\t65,536,575.31\n", "2021-02-06 19:03:41.859099\t总收益率：\t31.07%\n", "2021-02-06 19:03:41.859099\t年化收益：\t2.11%\n", "2021-02-06 19:03:41.859099\t最大回撤: \t-6,141,854.64\n", "2021-02-06 19:03:41.859099\t百分比最大回撤: -8.83%\n", "2021-02-06 19:03:41.859099\t最长回撤天数: \t987\n", "2021-02-06 19:03:41.859099\t总盈亏：\t15,536,575.31\n", "2021-02-06 19:03:41.859099\t总手续费：\t6,607,148.43\n", "2021-02-06 19:03:41.859099\t总滑点：\t0.00\n", "2021-02-06 19:03:41.859099\t总成交金额：\t6,607,148,430.32\n", "2021-02-06 19:03:41.859099\t总成交笔数：\t6450\n", "2021-02-06 19:03:41.859099\t日均盈亏：\t4,403.79\n", "2021-02-06 19:03:41.859099\t日均手续费：\t1,872.77\n", "2021-02-06 19:03:41.859099\t日均滑点：\t0.00\n", "2021-02-06 19:03:41.859099\t日均成交金额：\t1,872,774.50\n", "2021-02-06 19:03:41.859099\t日均成交笔数：\t1.8282312925170068\n", "2021-02-06 19:03:41.859099\t日均收益率：\t0.01%\n", "2021-02-06 19:03:41.859099\t收益标准差：\t0.24%\n", "2021-02-06 19:03:41.859099\tSharpe Ratio：\t0.50\n", "2021-02-06 19:03:41.859099\t收益回撤比：\t2.53\n", "2021-02-06 19:03:41.859099\t策略统计指标计算完成\n", "5\n", "2021-02-06 19:03:41.864099\t开始加载历史数据\n", "2021-02-06 19:03:42.138069\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:03:42.436084\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:03:42.708100\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 19:03:42.932098\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 19:03:43.088100\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:03:43.265100\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:03:43.511093\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 19:03:43.714067\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 19:03:43.956108\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 19:03:44.137069\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 19:03:44.311101\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 19:03:44.603642\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:03:44.871643\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:03:45.050645\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 19:03:45.312205\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:03:45.591724\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:03:45.863723\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:03:46.138756\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 19:03:46.424754\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 19:03:46.844786\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 19:03:47.042755\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 19:03:47.304784\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 19:03:47.527754\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 19:03:47.708787\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 19:03:47.928752\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 19:03:48.115755\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 19:03:48.318758\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 19:03:48.583784\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 19:03:48.857758\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:03:49.050755\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 19:03:49.266754\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:03:49.470787\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:03:49.636792\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 19:03:49.834758\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 19:03:50.024785\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 19:03:50.210784\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:03:50.391786\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:03:50.757758\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 19:03:50.944755\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 19:03:51.127782\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 19:03:51.290787\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:03:51.447786\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 19:03:51.615788\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:03:51.615788\t所有历史数据加载完成\n", "2021-02-06 19:03:53.135790\t逐日盯市盈亏计算完成\n", "2021-02-06 19:03:53.136788\t开始计算策略统计指标\n", "2021-02-06 19:03:53.142785\t------------------------------\n", "2021-02-06 19:03:53.142785\t首个交易日：\t2006-01-03\n", "2021-02-06 19:03:53.142785\t最后交易日：\t2020-12-29\n", "2021-02-06 19:03:53.142785\t总交易日：\t3528\n", "2021-02-06 19:03:53.142785\t盈利交易日：\t1826\n", "2021-02-06 19:03:53.142785\t亏损交易日：\t1676\n", "2021-02-06 19:03:53.142785\t起始资金：\t50,000,000.00\n", "2021-02-06 19:03:53.142785\t结束资金：\t72,713,736.34\n", "2021-02-06 19:03:53.142785\t总收益率：\t45.43%\n", "2021-02-06 19:03:53.142785\t年化收益：\t3.09%\n", "2021-02-06 19:03:53.142785\t最大回撤: \t-7,008,124.19\n", "2021-02-06 19:03:53.142785\t百分比最大回撤: -9.06%\n", "2021-02-06 19:03:53.142785\t最长回撤天数: \t971\n", "2021-02-06 19:03:53.142785\t总盈亏：\t22,713,736.34\n", "2021-02-06 19:03:53.142785\t总手续费：\t6,553,902.89\n", "2021-02-06 19:03:53.142785\t总滑点：\t0.00\n", "2021-02-06 19:03:53.142785\t总成交金额：\t6,553,902,886.98\n", "2021-02-06 19:03:53.142785\t总成交笔数：\t6453\n", "2021-02-06 19:03:53.142785\t日均盈亏：\t6,438.13\n", "2021-02-06 19:03:53.142785\t日均手续费：\t1,857.68\n", "2021-02-06 19:03:53.142785\t日均滑点：\t0.00\n", "2021-02-06 19:03:53.142785\t日均成交金额：\t1,857,682.22\n", "2021-02-06 19:03:53.143785\t日均成交笔数：\t1.8290816326530612\n", "2021-02-06 19:03:53.143785\t日均收益率：\t0.01%\n", "2021-02-06 19:03:53.143785\t收益标准差：\t0.22%\n", "2021-02-06 19:03:53.143785\tSharpe Ratio：\t0.73\n", "2021-02-06 19:03:53.143785\t收益回撤比：\t3.24\n", "2021-02-06 19:03:53.143785\t策略统计指标计算完成\n", "6\n", "2021-02-06 19:03:53.151754\t开始加载历史数据\n", "2021-02-06 19:03:53.428755\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:03:53.693786\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:03:53.969784\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 19:03:54.185788\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 19:03:54.342754\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:03:54.499786\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:03:54.737788\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 19:03:54.930754\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 19:03:55.174755\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 19:03:55.345787\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 19:03:55.536784\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 19:03:56.014785\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:03:56.272784\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:03:56.442787\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 19:03:56.722753\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:03:57.003754\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:03:57.275755\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:03:57.576755\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 19:03:57.819755\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 19:03:57.993755\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 19:03:58.178754\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 19:03:58.424787\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 19:03:58.728787\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 19:03:58.901785\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 19:03:59.104786\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 19:03:59.288787\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 19:03:59.472795\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 19:03:59.743752\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 19:04:00.047755\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:04:00.243754\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 19:04:00.430789\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:04:00.617786\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:04:00.782791\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 19:04:00.956783\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 19:04:01.162812\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 19:04:01.350398\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:04:01.531350\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:04:01.783327\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 19:04:01.958321\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 19:04:02.140327\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 19:04:02.330590\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:04:02.489646\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 19:04:02.651674\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:04:02.651674\t所有历史数据加载完成\n", "2021-02-06 19:04:04.467657\t逐日盯市盈亏计算完成\n", "2021-02-06 19:04:04.467657\t开始计算策略统计指标\n", "2021-02-06 19:04:04.473686\t------------------------------\n", "2021-02-06 19:04:04.474688\t首个交易日：\t2006-01-03\n", "2021-02-06 19:04:04.474688\t最后交易日：\t2020-12-29\n", "2021-02-06 19:04:04.474688\t总交易日：\t3528\n", "2021-02-06 19:04:04.474688\t盈利交易日：\t1808\n", "2021-02-06 19:04:04.474688\t亏损交易日：\t1695\n", "2021-02-06 19:04:04.474688\t起始资金：\t50,000,000.00\n", "2021-02-06 19:04:04.474688\t结束资金：\t65,847,357.42\n", "2021-02-06 19:04:04.474688\t总收益率：\t31.69%\n", "2021-02-06 19:04:04.474688\t年化收益：\t2.16%\n", "2021-02-06 19:04:04.474688\t最大回撤: \t-8,141,481.25\n", "2021-02-06 19:04:04.474688\t百分比最大回撤: -11.66%\n", "2021-02-06 19:04:04.474688\t最长回撤天数: \t996\n", "2021-02-06 19:04:04.474688\t总盈亏：\t15,847,357.42\n", "2021-02-06 19:04:04.474688\t总手续费：\t6,574,846.72\n", "2021-02-06 19:04:04.474688\t总滑点：\t0.00\n", "2021-02-06 19:04:04.474688\t总成交金额：\t6,574,846,722.09\n", "2021-02-06 19:04:04.474688\t总成交笔数：\t6419\n", "2021-02-06 19:04:04.474688\t日均盈亏：\t4,491.88\n", "2021-02-06 19:04:04.474688\t日均手续费：\t1,863.62\n", "2021-02-06 19:04:04.474688\t日均滑点：\t0.00\n", "2021-02-06 19:04:04.474688\t日均成交金额：\t1,863,618.69\n", "2021-02-06 19:04:04.474688\t日均成交笔数：\t1.8194444444444444\n", "2021-02-06 19:04:04.474688\t日均收益率：\t0.01%\n", "2021-02-06 19:04:04.474688\t收益标准差：\t0.24%\n", "2021-02-06 19:04:04.474688\tSharpe Ratio：\t0.51\n", "2021-02-06 19:04:04.474688\t收益回撤比：\t1.95\n", "2021-02-06 19:04:04.474688\t策略统计指标计算完成\n", "7\n", "2021-02-06 19:04:04.478686\t开始加载历史数据\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "2021-02-06 19:04:04.752659\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:04:05.025686\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:04:05.288656\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 19:04:05.519659\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 19:04:05.683692\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:04:05.850659\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:04:06.099656\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 19:04:06.291688\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 19:04:06.532689\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 19:04:06.706688\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 19:04:06.891656\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 19:04:07.170659\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:04:07.447688\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:04:07.609689\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 19:04:07.873686\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:04:08.163660\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:04:08.427656\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:04:08.711659\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 19:04:09.196657\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 19:04:09.369692\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 19:04:09.552717\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 19:04:09.797747\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 19:04:10.022743\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 19:04:10.212721\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 19:04:10.454721\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 19:04:10.661718\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 19:04:10.836721\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 19:04:11.109720\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 19:04:11.395717\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:04:11.587717\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 19:04:11.777748\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:04:11.980717\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:04:12.177748\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 19:04:12.360751\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 19:04:12.568748\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 19:04:12.754750\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:04:13.021748\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:04:13.280721\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 19:04:13.450748\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 19:04:13.633748\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 19:04:13.801747\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:04:13.962745\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 19:04:14.129721\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:04:14.129721\t所有历史数据加载完成\n", "2021-02-06 19:04:15.639751\t逐日盯市盈亏计算完成\n", "2021-02-06 19:04:15.639751\t开始计算策略统计指标\n", "2021-02-06 19:04:15.645748\t------------------------------\n", "2021-02-06 19:04:15.646747\t首个交易日：\t2006-01-03\n", "2021-02-06 19:04:15.646747\t最后交易日：\t2020-12-29\n", "2021-02-06 19:04:15.646747\t总交易日：\t3528\n", "2021-02-06 19:04:15.646747\t盈利交易日：\t1799\n", "2021-02-06 19:04:15.646747\t亏损交易日：\t1705\n", "2021-02-06 19:04:15.646747\t起始资金：\t50,000,000.00\n", "2021-02-06 19:04:15.646747\t结束资金：\t70,738,451.76\n", "2021-02-06 19:04:15.646747\t总收益率：\t41.48%\n", "2021-02-06 19:04:15.646747\t年化收益：\t2.82%\n", "2021-02-06 19:04:15.646747\t最大回撤: \t-7,609,420.17\n", "2021-02-06 19:04:15.646747\t百分比最大回撤: -10.53%\n", "2021-02-06 19:04:15.646747\t最长回撤天数: \t437\n", "2021-02-06 19:04:15.646747\t总盈亏：\t20,738,451.76\n", "2021-02-06 19:04:15.646747\t总手续费：\t6,518,485.40\n", "2021-02-06 19:04:15.646747\t总滑点：\t0.00\n", "2021-02-06 19:04:15.646747\t总成交金额：\t6,518,485,400.68\n", "2021-02-06 19:04:15.646747\t总成交笔数：\t6420\n", "2021-02-06 19:04:15.646747\t日均盈亏：\t5,878.25\n", "2021-02-06 19:04:15.646747\t日均手续费：\t1,847.64\n", "2021-02-06 19:04:15.646747\t日均滑点：\t0.00\n", "2021-02-06 19:04:15.646747\t日均成交金额：\t1,847,643.25\n", "2021-02-06 19:04:15.646747\t日均成交笔数：\t1.8197278911564625\n", "2021-02-06 19:04:15.646747\t日均收益率：\t0.01%\n", "2021-02-06 19:04:15.646747\t收益标准差：\t0.23%\n", "2021-02-06 19:04:15.646747\tSharpe Ratio：\t0.67\n", "2021-02-06 19:04:15.646747\t收益回撤比：\t2.73\n", "2021-02-06 19:04:15.646747\t策略统计指标计算完成\n", "8\n", "2021-02-06 19:04:15.651752\t开始加载历史数据\n", "2021-02-06 19:04:15.925748\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:04:16.200748\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:04:16.451751\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 19:04:16.654747\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 19:04:16.835721\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:04:16.994718\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:04:17.233717\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 19:04:17.447717\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 19:04:17.893748\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 19:04:18.093721\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 19:04:18.292716\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 19:04:18.554742\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:04:18.845721\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:04:19.011748\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 19:04:19.271748\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:04:19.565747\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:04:19.839721\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:04:20.111720\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 19:04:20.360751\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 19:04:20.535719\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 19:04:20.712752\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 19:04:21.050751\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 19:04:21.304718\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 19:04:21.477747\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 19:04:21.680717\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 19:04:21.858747\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 19:04:22.039721\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 19:04:22.306750\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 19:04:22.573748\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:04:22.766720\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 19:04:22.955719\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:04:23.166718\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:04:23.349748\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 19:04:23.521753\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 19:04:23.709717\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 19:04:23.891745\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:04:24.075750\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:04:24.326717\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 19:04:24.495749\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 19:04:24.681749\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 19:04:24.930750\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:04:25.084748\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 19:04:25.263721\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:04:25.263721\t所有历史数据加载完成\n", "2021-02-06 19:04:26.994752\t逐日盯市盈亏计算完成\n", "2021-02-06 19:04:26.994752\t开始计算策略统计指标\n", "2021-02-06 19:04:27.001752\t------------------------------\n", "2021-02-06 19:04:27.001752\t首个交易日：\t2006-01-03\n", "2021-02-06 19:04:27.001752\t最后交易日：\t2020-12-29\n", "2021-02-06 19:04:27.001752\t总交易日：\t3528\n", "2021-02-06 19:04:27.001752\t盈利交易日：\t1790\n", "2021-02-06 19:04:27.001752\t亏损交易日：\t1715\n", "2021-02-06 19:04:27.001752\t起始资金：\t50,000,000.00\n", "2021-02-06 19:04:27.001752\t结束资金：\t70,015,797.10\n", "2021-02-06 19:04:27.001752\t总收益率：\t40.03%\n", "2021-02-06 19:04:27.001752\t年化收益：\t2.72%\n", "2021-02-06 19:04:27.001752\t最大回撤: \t-6,091,804.47\n", "2021-02-06 19:04:27.001752\t百分比最大回撤: -8.86%\n", "2021-02-06 19:04:27.001752\t最长回撤天数: \t718\n", "2021-02-06 19:04:27.001752\t总盈亏：\t20,015,797.10\n", "2021-02-06 19:04:27.001752\t总手续费：\t6,546,551.38\n", "2021-02-06 19:04:27.001752\t总滑点：\t0.00\n", "2021-02-06 19:04:27.001752\t总成交金额：\t6,546,551,379.52\n", "2021-02-06 19:04:27.001752\t总成交笔数：\t6454\n", "2021-02-06 19:04:27.001752\t日均盈亏：\t5,673.41\n", "2021-02-06 19:04:27.002719\t日均手续费：\t1,855.60\n", "2021-02-06 19:04:27.002719\t日均滑点：\t0.00\n", "2021-02-06 19:04:27.002719\t日均成交金额：\t1,855,598.46\n", "2021-02-06 19:04:27.002719\t日均成交笔数：\t1.8293650793650793\n", "2021-02-06 19:04:27.002719\t日均收益率：\t0.01%\n", "2021-02-06 19:04:27.002719\t收益标准差：\t0.23%\n", "2021-02-06 19:04:27.002719\tSharpe Ratio：\t0.63\n", "2021-02-06 19:04:27.002719\t收益回撤比：\t3.29\n", "2021-02-06 19:04:27.002719\t策略统计指标计算完成\n", "9\n", "2021-02-06 19:04:27.008746\t开始加载历史数据\n", "2021-02-06 19:04:27.275748\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:04:27.583747\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:04:27.834716\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 19:04:28.051717\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 19:04:28.208720\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:04:28.378721\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:04:28.630748\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 19:04:28.818749\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 19:04:29.047750\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 19:04:29.215750\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 19:04:29.406721\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 19:04:29.674718\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:04:29.936751\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:04:30.100745\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 19:04:30.607721\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:04:30.876032\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:04:31.154005\tM99.DCE历史数据加载完成，数据量：3528\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "2021-02-06 19:04:31.417032\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 19:04:31.658035\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 19:04:31.830033\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 19:04:32.023005\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 19:04:32.294032\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 19:04:32.520002\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 19:04:32.691035\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 19:04:32.898033\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 19:04:33.090032\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 19:04:33.269032\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 19:04:33.545033\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 19:04:33.908006\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:04:34.122033\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 19:04:34.321033\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:04:34.520033\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:04:34.686030\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 19:04:34.908005\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 19:04:35.128003\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 19:04:35.319006\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:04:35.552001\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:04:35.811032\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 19:04:35.977035\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 19:04:36.179006\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 19:04:36.344032\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:04:36.500000\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 19:04:36.690005\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:04:36.690005\t所有历史数据加载完成\n", "2021-02-06 19:04:38.344035\t逐日盯市盈亏计算完成\n", "2021-02-06 19:04:38.344035\t开始计算策略统计指标\n", "2021-02-06 19:04:38.351002\t------------------------------\n", "2021-02-06 19:04:38.351002\t首个交易日：\t2006-01-03\n", "2021-02-06 19:04:38.351002\t最后交易日：\t2020-12-29\n", "2021-02-06 19:04:38.351002\t总交易日：\t3528\n", "2021-02-06 19:04:38.351002\t盈利交易日：\t1837\n", "2021-02-06 19:04:38.351002\t亏损交易日：\t1669\n", "2021-02-06 19:04:38.351002\t起始资金：\t50,000,000.00\n", "2021-02-06 19:04:38.351002\t结束资金：\t70,554,647.85\n", "2021-02-06 19:04:38.351002\t总收益率：\t41.11%\n", "2021-02-06 19:04:38.351002\t年化收益：\t2.80%\n", "2021-02-06 19:04:38.351002\t最大回撤: \t-5,833,778.64\n", "2021-02-06 19:04:38.351002\t百分比最大回撤: -8.72%\n", "2021-02-06 19:04:38.351002\t最长回撤天数: \t429\n", "2021-02-06 19:04:38.351002\t总盈亏：\t20,554,647.85\n", "2021-02-06 19:04:38.351002\t总手续费：\t6,527,682.27\n", "2021-02-06 19:04:38.351002\t总滑点：\t0.00\n", "2021-02-06 19:04:38.351002\t总成交金额：\t6,527,682,267.03\n", "2021-02-06 19:04:38.351002\t总成交笔数：\t6429\n", "2021-02-06 19:04:38.351002\t日均盈亏：\t5,826.15\n", "2021-02-06 19:04:38.351002\t日均手续费：\t1,850.25\n", "2021-02-06 19:04:38.351002\t日均滑点：\t0.00\n", "2021-02-06 19:04:38.351002\t日均成交金额：\t1,850,250.08\n", "2021-02-06 19:04:38.351002\t日均成交笔数：\t1.8222789115646258\n", "2021-02-06 19:04:38.351002\t日均收益率：\t0.01%\n", "2021-02-06 19:04:38.351002\t收益标准差：\t0.24%\n", "2021-02-06 19:04:38.351002\tSharpe Ratio：\t0.64\n", "2021-02-06 19:04:38.351002\t收益回撤比：\t3.52\n", "2021-02-06 19:04:38.352032\t策略统计指标计算完成\n", "10\n", "2021-02-06 19:04:38.356001\t开始加载历史数据\n", "2021-02-06 19:04:38.639032\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:04:38.904002\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:04:39.163006\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 19:04:39.388032\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 19:04:39.548032\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:04:39.708002\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:04:39.955032\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 19:04:40.149034\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 19:04:40.374032\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 19:04:40.562003\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 19:04:40.741032\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 19:04:41.029033\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:04:41.305006\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:04:41.487006\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 19:04:41.753032\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:04:42.022032\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:04:42.317006\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:04:42.589033\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 19:04:42.855006\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 19:04:43.028004\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 19:04:43.220005\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 19:04:43.506006\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 19:04:43.757002\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 19:04:43.925003\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 19:04:44.146003\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 19:04:44.326032\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 19:04:44.508035\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 19:04:44.787030\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 19:04:45.069003\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:04:45.289002\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 19:04:45.737002\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:04:45.930035\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:04:46.098035\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 19:04:46.277034\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 19:04:46.470035\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 19:04:46.659032\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:04:46.847034\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:04:47.100032\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 19:04:47.286005\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 19:04:47.499165\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 19:04:47.675684\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:04:47.840684\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 19:04:48.042336\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:04:48.042336\t所有历史数据加载完成\n", "2021-02-06 19:04:49.705505\t逐日盯市盈亏计算完成\n", "2021-02-06 19:04:49.705505\t开始计算策略统计指标\n", "2021-02-06 19:04:49.711501\t------------------------------\n", "2021-02-06 19:04:49.711501\t首个交易日：\t2006-01-03\n", "2021-02-06 19:04:49.711501\t最后交易日：\t2020-12-29\n", "2021-02-06 19:04:49.711501\t总交易日：\t3528\n", "2021-02-06 19:04:49.711501\t盈利交易日：\t1847\n", "2021-02-06 19:04:49.711501\t亏损交易日：\t1660\n", "2021-02-06 19:04:49.711501\t起始资金：\t50,000,000.00\n", "2021-02-06 19:04:49.711501\t结束资金：\t75,054,551.19\n", "2021-02-06 19:04:49.711501\t总收益率：\t50.11%\n", "2021-02-06 19:04:49.711501\t年化收益：\t3.41%\n", "2021-02-06 19:04:49.711501\t最大回撤: \t-4,769,502.76\n", "2021-02-06 19:04:49.711501\t百分比最大回撤: -7.65%\n", "2021-02-06 19:04:49.711501\t最长回撤天数: \t392\n", "2021-02-06 19:04:49.711501\t总盈亏：\t25,054,551.19\n", "2021-02-06 19:04:49.711501\t总手续费：\t6,410,141.33\n", "2021-02-06 19:04:49.711501\t总滑点：\t0.00\n", "2021-02-06 19:04:49.711501\t总成交金额：\t6,410,141,326.06\n", "2021-02-06 19:04:49.711501\t总成交笔数：\t6436\n", "2021-02-06 19:04:49.711501\t日均盈亏：\t7,101.63\n", "2021-02-06 19:04:49.711501\t日均手续费：\t1,816.93\n", "2021-02-06 19:04:49.711501\t日均滑点：\t0.00\n", "2021-02-06 19:04:49.712504\t日均成交金额：\t1,816,933.48\n", "2021-02-06 19:04:49.712504\t日均成交笔数：\t1.8242630385487528\n", "2021-02-06 19:04:49.712504\t日均收益率：\t0.01%\n", "2021-02-06 19:04:49.712504\t收益标准差：\t0.22%\n", "2021-02-06 19:04:49.712504\tSharpe Ratio：\t0.80\n", "2021-02-06 19:04:49.712504\t收益回撤比：\t5.25\n", "2021-02-06 19:04:49.712504\t策略统计指标计算完成\n", "11\n", "2021-02-06 19:04:49.718473\t开始加载历史数据\n", "2021-02-06 19:04:49.996632\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:04:50.274680\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:04:50.535745\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 19:04:50.738868\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 19:04:50.902019\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:04:51.061020\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:04:51.301024\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 19:04:51.493024\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 19:04:51.724028\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 19:04:51.893023\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 19:04:52.069022\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 19:04:52.358020\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:04:52.624990\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:04:52.784989\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 19:04:53.046990\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:04:53.324993\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:04:53.602021\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:04:53.867022\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 19:04:54.117023\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 19:04:54.305989\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 19:04:54.476026\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 19:04:54.753993\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 19:04:55.007992\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 19:04:55.180014\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 19:04:55.405993\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 19:04:55.611991\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 19:04:55.806993\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 19:04:56.069022\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 19:04:56.355020\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:04:56.553021\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 19:04:56.741989\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:04:56.933020\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:04:57.334023\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 19:04:57.506022\tJR99.CZCE历史数据加载完成，数据量：1683\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "2021-02-06 19:04:57.699022\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 19:04:57.909989\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:04:58.098020\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:04:58.352025\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 19:04:58.519020\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 19:04:58.718993\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 19:04:58.880991\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:04:59.048993\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 19:04:59.223020\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:04:59.223020\t所有历史数据加载完成\n", "2021-02-06 19:05:00.787035\t逐日盯市盈亏计算完成\n", "2021-02-06 19:05:00.787035\t开始计算策略统计指标\n", "2021-02-06 19:05:00.793035\t------------------------------\n", "2021-02-06 19:05:00.793035\t首个交易日：\t2006-01-03\n", "2021-02-06 19:05:00.793035\t最后交易日：\t2020-12-29\n", "2021-02-06 19:05:00.794037\t总交易日：\t3528\n", "2021-02-06 19:05:00.794037\t盈利交易日：\t1832\n", "2021-02-06 19:05:00.794037\t亏损交易日：\t1661\n", "2021-02-06 19:05:00.794037\t起始资金：\t50,000,000.00\n", "2021-02-06 19:05:00.794037\t结束资金：\t69,992,344.23\n", "2021-02-06 19:05:00.794037\t总收益率：\t39.98%\n", "2021-02-06 19:05:00.794037\t年化收益：\t2.72%\n", "2021-02-06 19:05:00.794037\t最大回撤: \t-6,918,251.17\n", "2021-02-06 19:05:00.794037\t百分比最大回撤: -10.04%\n", "2021-02-06 19:05:00.794037\t最长回撤天数: \t100\n", "2021-02-06 19:05:00.794037\t总盈亏：\t19,992,344.23\n", "2021-02-06 19:05:00.794037\t总手续费：\t6,475,298.71\n", "2021-02-06 19:05:00.794037\t总滑点：\t0.00\n", "2021-02-06 19:05:00.794037\t总成交金额：\t6,475,298,706.91\n", "2021-02-06 19:05:00.794037\t总成交笔数：\t6432\n", "2021-02-06 19:05:00.794037\t日均盈亏：\t5,666.76\n", "2021-02-06 19:05:00.794037\t日均手续费：\t1,835.40\n", "2021-02-06 19:05:00.794037\t日均滑点：\t0.00\n", "2021-02-06 19:05:00.794037\t日均成交金额：\t1,835,402.13\n", "2021-02-06 19:05:00.794037\t日均成交笔数：\t1.8231292517006803\n", "2021-02-06 19:05:00.794037\t日均收益率：\t0.01%\n", "2021-02-06 19:05:00.794037\t收益标准差：\t0.24%\n", "2021-02-06 19:05:00.794037\tSharpe Ratio：\t0.63\n", "2021-02-06 19:05:00.795038\t收益回撤比：\t2.89\n", "2021-02-06 19:05:00.795038\t策略统计指标计算完成\n", "12\n", "2021-02-06 19:05:00.800004\t开始加载历史数据\n", "2021-02-06 19:05:01.081005\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:05:01.559036\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:05:01.812007\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 19:05:02.041005\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 19:05:02.223008\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:05:02.402007\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:05:02.677008\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 19:05:02.897003\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 19:05:03.127034\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 19:05:03.304007\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 19:05:03.499004\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 19:05:03.798007\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:05:04.093034\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:05:04.268008\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 19:05:04.615034\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:05:04.878037\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:05:05.190815\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:05:05.541790\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 19:05:05.815498\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 19:05:06.006713\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 19:05:06.210730\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 19:05:06.472604\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 19:05:06.711427\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 19:05:06.879423\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 19:05:07.105725\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 19:05:07.307605\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 19:05:07.506706\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 19:05:07.810900\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 19:05:08.198908\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:05:08.431412\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 19:05:08.668093\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:05:08.868119\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:05:09.041165\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 19:05:09.217421\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 19:05:09.426471\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 19:05:09.640575\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:05:09.827705\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:05:10.129930\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 19:05:10.320229\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 19:05:10.562487\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 19:05:10.745786\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:05:10.916049\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 19:05:11.109401\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:05:11.109401\t所有历史数据加载完成\n", "2021-02-06 19:05:13.065851\t逐日盯市盈亏计算完成\n", "2021-02-06 19:05:13.065851\t开始计算策略统计指标\n", "2021-02-06 19:05:13.072058\t------------------------------\n", "2021-02-06 19:05:13.072058\t首个交易日：\t2006-01-03\n", "2021-02-06 19:05:13.072058\t最后交易日：\t2020-12-29\n", "2021-02-06 19:05:13.072058\t总交易日：\t3528\n", "2021-02-06 19:05:13.072058\t盈利交易日：\t1808\n", "2021-02-06 19:05:13.072058\t亏损交易日：\t1686\n", "2021-02-06 19:05:13.072058\t起始资金：\t50,000,000.00\n", "2021-02-06 19:05:13.072058\t结束资金：\t66,739,409.84\n", "2021-02-06 19:05:13.072058\t总收益率：\t33.48%\n", "2021-02-06 19:05:13.072058\t年化收益：\t2.28%\n", "2021-02-06 19:05:13.072058\t最大回撤: \t-7,100,607.93\n", "2021-02-06 19:05:13.072058\t百分比最大回撤: -10.33%\n", "2021-02-06 19:05:13.072058\t最长回撤天数: \t1163\n", "2021-02-06 19:05:13.072058\t总盈亏：\t16,739,409.84\n", "2021-02-06 19:05:13.072058\t总手续费：\t6,657,312.77\n", "2021-02-06 19:05:13.072058\t总滑点：\t0.00\n", "2021-02-06 19:05:13.072058\t总成交金额：\t6,657,312,766.85\n", "2021-02-06 19:05:13.072058\t总成交笔数：\t6460\n", "2021-02-06 19:05:13.072058\t日均盈亏：\t4,744.73\n", "2021-02-06 19:05:13.072058\t日均手续费：\t1,886.99\n", "2021-02-06 19:05:13.072058\t日均滑点：\t0.00\n", "2021-02-06 19:05:13.073048\t日均成交金额：\t1,886,993.41\n", "2021-02-06 19:05:13.073048\t日均成交笔数：\t1.8310657596371882\n", "2021-02-06 19:05:13.073048\t日均收益率：\t0.01%\n", "2021-02-06 19:05:13.073048\t收益标准差：\t0.23%\n", "2021-02-06 19:05:13.073048\tSharpe Ratio：\t0.55\n", "2021-02-06 19:05:13.073048\t收益回撤比：\t2.36\n", "2021-02-06 19:05:13.073048\t策略统计指标计算完成\n", "13\n", "2021-02-06 19:05:13.078048\t开始加载历史数据\n", "2021-02-06 19:05:13.393075\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:05:13.683718\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:05:14.003379\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 19:05:14.286533\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 19:05:14.497800\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:05:14.701744\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:05:14.997621\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 19:05:15.197136\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 19:05:15.442322\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 19:05:15.625868\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 19:05:15.819627\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 19:05:16.121733\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:05:16.433948\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:05:16.606979\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 19:05:16.959488\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:05:17.285631\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:05:17.600678\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:05:17.903278\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 19:05:18.175480\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 19:05:18.425524\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 19:05:18.659038\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 19:05:18.974213\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 19:05:19.250363\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 19:05:19.459662\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 19:05:19.693542\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 19:05:19.879089\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 19:05:20.090622\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 19:05:20.385051\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 19:05:20.678573\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:05:20.897272\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 19:05:21.091860\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:05:21.570606\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:05:21.775310\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 19:05:21.979735\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 19:05:22.206790\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 19:05:22.420016\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:05:22.625675\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:05:22.920793\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 19:05:23.096822\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 19:05:23.304790\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 19:05:23.471822\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:05:23.646794\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 19:05:23.821790\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:05:23.821790\t所有历史数据加载完成\n", "2021-02-06 19:05:25.335823\t逐日盯市盈亏计算完成\n", "2021-02-06 19:05:25.335823\t开始计算策略统计指标\n", "2021-02-06 19:05:25.341824\t------------------------------\n", "2021-02-06 19:05:25.342823\t首个交易日：\t2006-01-03\n", "2021-02-06 19:05:25.342823\t最后交易日：\t2020-12-29\n", "2021-02-06 19:05:25.342823\t总交易日：\t3528\n", "2021-02-06 19:05:25.342823\t盈利交易日：\t1832\n", "2021-02-06 19:05:25.342823\t亏损交易日：\t1663\n", "2021-02-06 19:05:25.342823\t起始资金：\t50,000,000.00\n", "2021-02-06 19:05:25.342823\t结束资金：\t68,234,077.58\n", "2021-02-06 19:05:25.342823\t总收益率：\t36.47%\n", "2021-02-06 19:05:25.342823\t年化收益：\t2.48%\n", "2021-02-06 19:05:25.342823\t最大回撤: \t-7,531,299.50\n", "2021-02-06 19:05:25.342823\t百分比最大回撤: -10.68%\n", "2021-02-06 19:05:25.342823\t最长回撤天数: \t707\n", "2021-02-06 19:05:25.342823\t总盈亏：\t18,234,077.58\n", "2021-02-06 19:05:25.342823\t总手续费：\t6,702,400.05\n", "2021-02-06 19:05:25.342823\t总滑点：\t0.00\n", "2021-02-06 19:05:25.342823\t总成交金额：\t6,702,400,054.72\n", "2021-02-06 19:05:25.342823\t总成交笔数：\t6419\n", "2021-02-06 19:05:25.342823\t日均盈亏：\t5,168.39\n", "2021-02-06 19:05:25.342823\t日均手续费：\t1,899.77\n", "2021-02-06 19:05:25.342823\t日均滑点：\t0.00\n", "2021-02-06 19:05:25.342823\t日均成交金额：\t1,899,773.26\n", "2021-02-06 19:05:25.342823\t日均成交笔数：\t1.8194444444444444\n", "2021-02-06 19:05:25.342823\t日均收益率：\t0.01%\n", "2021-02-06 19:05:25.342823\t收益标准差：\t0.24%\n", "2021-02-06 19:05:25.342823\tSharpe Ratio：\t0.57\n", "2021-02-06 19:05:25.342823\t收益回撤比：\t2.42\n", "2021-02-06 19:05:25.342823\t策略统计指标计算完成\n", "14\n", "2021-02-06 19:05:25.347828\t开始加载历史数据\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "2021-02-06 19:05:25.852824\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:05:26.113818\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:05:26.379822\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 19:05:26.606794\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 19:05:26.765822\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:05:26.935794\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:05:27.196822\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 19:05:27.386824\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 19:05:27.612824\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 19:05:27.781792\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 19:05:27.954823\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 19:05:28.228795\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:05:28.498824\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:05:28.726826\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 19:05:29.018821\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:05:29.318794\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:05:29.611821\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:05:29.873791\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 19:05:30.147794\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 19:05:30.317822\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 19:05:30.491821\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 19:05:30.735792\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 19:05:30.962795\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 19:05:31.134823\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 19:05:31.342821\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 19:05:31.527821\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 19:05:31.702823\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 19:05:32.065823\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 19:05:32.341821\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:05:32.559792\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 19:05:32.772791\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:05:32.990793\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:05:33.160821\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 19:05:33.345795\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 19:05:33.544815\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 19:05:33.752822\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:05:33.936825\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:05:34.221794\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 19:05:34.388791\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 19:05:34.586794\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 19:05:34.768794\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:05:34.937795\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 19:05:35.113794\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:05:35.113794\t所有历史数据加载完成\n", "2021-02-06 19:05:36.701824\t逐日盯市盈亏计算完成\n", "2021-02-06 19:05:36.702832\t开始计算策略统计指标\n", "2021-02-06 19:05:36.708824\t------------------------------\n", "2021-02-06 19:05:36.708824\t首个交易日：\t2006-01-03\n", "2021-02-06 19:05:36.708824\t最后交易日：\t2020-12-29\n", "2021-02-06 19:05:36.708824\t总交易日：\t3528\n", "2021-02-06 19:05:36.708824\t盈利交易日：\t1817\n", "2021-02-06 19:05:36.708824\t亏损交易日：\t1679\n", "2021-02-06 19:05:36.708824\t起始资金：\t50,000,000.00\n", "2021-02-06 19:05:36.708824\t结束资金：\t67,101,006.88\n", "2021-02-06 19:05:36.708824\t总收益率：\t34.20%\n", "2021-02-06 19:05:36.708824\t年化收益：\t2.33%\n", "2021-02-06 19:05:36.708824\t最大回撤: \t-6,770,607.16\n", "2021-02-06 19:05:36.708824\t百分比最大回撤: -9.60%\n", "2021-02-06 19:05:36.708824\t最长回撤天数: \t703\n", "2021-02-06 19:05:36.708824\t总盈亏：\t17,101,006.88\n", "2021-02-06 19:05:36.708824\t总手续费：\t6,526,452.16\n", "2021-02-06 19:05:36.708824\t总滑点：\t0.00\n", "2021-02-06 19:05:36.708824\t总成交金额：\t6,526,452,164.22\n", "2021-02-06 19:05:36.708824\t总成交笔数：\t6454\n", "2021-02-06 19:05:36.708824\t日均盈亏：\t4,847.22\n", "2021-02-06 19:05:36.708824\t日均手续费：\t1,849.90\n", "2021-02-06 19:05:36.708824\t日均滑点：\t0.00\n", "2021-02-06 19:05:36.708824\t日均成交金额：\t1,849,901.41\n", "2021-02-06 19:05:36.708824\t日均成交笔数：\t1.8293650793650793\n", "2021-02-06 19:05:36.708824\t日均收益率：\t0.01%\n", "2021-02-06 19:05:36.708824\t收益标准差：\t0.23%\n", "2021-02-06 19:05:36.708824\tSharpe Ratio：\t0.57\n", "2021-02-06 19:05:36.708824\t收益回撤比：\t2.53\n", "2021-02-06 19:05:36.708824\t策略统计指标计算完成\n", "2021-02-06 19:05:36.713823\t开始计算策略统计指标\n", "2021-02-06 19:05:36.720821\t------------------------------\n", "2021-02-06 19:05:36.720821\t首个交易日：\t2006-01-03\n", "2021-02-06 19:05:36.720821\t最后交易日：\t2020-12-29\n", "2021-02-06 19:05:36.720821\t总交易日：\t3528\n", "2021-02-06 19:05:36.720821\t盈利交易日：\t1838\n", "2021-02-06 19:05:36.720821\t亏损交易日：\t1669\n", "2021-02-06 19:05:36.720821\t起始资金：\t50,000,000.00\n", "2021-02-06 19:05:36.720821\t结束资金：\t68,770,096.49\n", "2021-02-06 19:05:36.720821\t总收益率：\t37.54%\n", "2021-02-06 19:05:36.720821\t年化收益：\t2.55%\n", "2021-02-06 19:05:36.720821\t最大回撤: \t-4,821,677.95\n", "2021-02-06 19:05:36.720821\t百分比最大回撤: -6.93%\n", "2021-02-06 19:05:36.720821\t最长回撤天数: \t423\n", "2021-02-06 19:05:36.720821\t总盈亏：\t18,770,096.49\n", "2021-02-06 19:05:36.720821\t总手续费：\t6,569,981.81\n", "2021-02-06 19:05:36.720821\t总滑点：\t0.00\n", "2021-02-06 19:05:36.720821\t总成交金额：\t6,569,981,812.87\n", "2021-02-06 19:05:36.720821\t总成交笔数：\t6441.799999999999\n", "2021-02-06 19:05:36.720821\t日均盈亏：\t5,320.32\n", "2021-02-06 19:05:36.720821\t日均手续费：\t1,862.24\n", "2021-02-06 19:05:36.720821\t日均滑点：\t0.00\n", "2021-02-06 19:05:36.720821\t日均成交金额：\t1,862,239.74\n", "2021-02-06 19:05:36.720821\t日均成交笔数：\t1.8259070294784578\n", "2021-02-06 19:05:36.720821\t日均收益率：\t0.01%\n", "2021-02-06 19:05:36.720821\t收益标准差：\t0.20%\n", "2021-02-06 19:05:36.720821\tSharpe Ratio：\t0.61\n", "2021-02-06 19:05:36.720821\t收益回撤比：\t3.89\n", "2021-02-06 19:05:36.720821\t策略统计指标计算完成\n", "0\n", "2021-02-06 19:05:36.721821\t开始加载历史数据\n", "2021-02-06 19:05:36.999821\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:05:37.263818\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:05:37.533790\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 19:05:37.754792\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 19:05:37.911825\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:05:38.072821\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:05:38.328823\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 19:05:38.532793\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 19:05:38.758790\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 19:05:38.931791\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 19:05:39.106821\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 19:05:39.370794\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:05:39.635821\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:05:39.814794\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 19:05:40.081823\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:05:40.369790\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:05:40.655792\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:05:40.932823\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 19:05:41.177821\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 19:05:41.354824\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 19:05:41.526821\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 19:05:41.789822\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 19:05:42.016821\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 19:05:42.205791\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 19:05:42.410821\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 19:05:42.600821\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 19:05:42.775824\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 19:05:43.271822\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 19:05:43.540823\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:05:43.749823\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 19:05:43.934820\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:05:44.134794\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:05:44.323795\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 19:05:44.497824\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 19:05:44.686821\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 19:05:44.884823\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:05:45.090792\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:05:45.352879\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 19:05:45.537911\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 19:05:45.726879\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 19:05:45.909843\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:05:46.063845\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 19:05:46.227840\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:05:46.227840\t所有历史数据加载完成\n", "2021-02-06 19:05:48.140816\t逐日盯市盈亏计算完成\n", "2021-02-06 19:05:48.140816\t开始计算策略统计指标\n", "2021-02-06 19:05:48.146813\t------------------------------\n", "2021-02-06 19:05:48.146813\t首个交易日：\t2006-01-03\n", "2021-02-06 19:05:48.146813\t最后交易日：\t2020-12-29\n", "2021-02-06 19:05:48.146813\t总交易日：\t3528\n", "2021-02-06 19:05:48.146813\t盈利交易日：\t1824\n", "2021-02-06 19:05:48.146813\t亏损交易日：\t1683\n", "2021-02-06 19:05:48.146813\t起始资金：\t50,000,000.00\n", "2021-02-06 19:05:48.146813\t结束资金：\t75,425,442.52\n", "2021-02-06 19:05:48.146813\t总收益率：\t50.85%\n", "2021-02-06 19:05:48.146813\t年化收益：\t3.46%\n", "2021-02-06 19:05:48.146813\t最大回撤: \t-4,096,750.42\n", "2021-02-06 19:05:48.146813\t百分比最大回撤: -6.38%\n", "2021-02-06 19:05:48.146813\t最长回撤天数: \t980\n", "2021-02-06 19:05:48.146813\t总盈亏：\t25,425,442.52\n", "2021-02-06 19:05:48.146813\t总手续费：\t8,934,234.25\n", "2021-02-06 19:05:48.146813\t总滑点：\t0.00\n", "2021-02-06 19:05:48.146813\t总成交金额：\t8,934,234,247.46\n", "2021-02-06 19:05:48.146813\t总成交笔数：\t17461\n", "2021-02-06 19:05:48.146813\t日均盈亏：\t7,206.76\n", "2021-02-06 19:05:48.146813\t日均手续费：\t2,532.38\n", "2021-02-06 19:05:48.146813\t日均滑点：\t0.00\n", "2021-02-06 19:05:48.146813\t日均成交金额：\t2,532,379.32\n", "2021-02-06 19:05:48.146813\t日均成交笔数：\t4.949263038548753\n", "2021-02-06 19:05:48.146813\t日均收益率：\t0.01%\n", "2021-02-06 19:05:48.146813\t收益标准差：\t0.23%\n", "2021-02-06 19:05:48.146813\tSharpe Ratio：\t0.80\n", "2021-02-06 19:05:48.146813\t收益回撤比：\t6.21\n", "2021-02-06 19:05:48.147814\t策略统计指标计算完成\n", "1\n", "2021-02-06 19:05:48.149813\t开始加载历史数据\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "2021-02-06 19:05:48.422817\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:05:48.701842\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:05:48.972845\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 19:05:49.175842\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 19:05:49.331843\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:05:49.494845\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:05:49.754812\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 19:05:49.947816\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 19:05:50.175843\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 19:05:50.348814\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 19:05:50.535844\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 19:05:50.798845\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:05:51.085844\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:05:51.266816\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 19:05:51.533813\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:05:51.802846\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:05:52.073845\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:05:52.336847\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 19:05:52.590842\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 19:05:52.764843\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 19:05:52.936845\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 19:05:53.468816\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 19:05:53.719812\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 19:05:53.889845\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 19:05:54.117816\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 19:05:54.296845\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 19:05:54.469846\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 19:05:54.734845\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 19:05:54.994845\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:05:55.185843\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 19:05:55.383816\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:05:55.603817\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:05:55.771843\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 19:05:55.943842\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 19:05:56.156814\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 19:05:56.343842\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:05:56.526842\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:05:56.806816\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 19:05:57.004816\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 19:05:57.195816\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 19:05:57.444843\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:05:57.621816\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 19:05:57.815816\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:05:57.815816\t所有历史数据加载完成\n", "2021-02-06 19:05:59.527847\t逐日盯市盈亏计算完成\n", "2021-02-06 19:05:59.528845\t开始计算策略统计指标\n", "2021-02-06 19:05:59.534845\t------------------------------\n", "2021-02-06 19:05:59.534845\t首个交易日：\t2006-01-03\n", "2021-02-06 19:05:59.534845\t最后交易日：\t2020-12-29\n", "2021-02-06 19:05:59.534845\t总交易日：\t3528\n", "2021-02-06 19:05:59.534845\t盈利交易日：\t1799\n", "2021-02-06 19:05:59.534845\t亏损交易日：\t1704\n", "2021-02-06 19:05:59.534845\t起始资金：\t50,000,000.00\n", "2021-02-06 19:05:59.534845\t结束资金：\t70,768,414.61\n", "2021-02-06 19:05:59.534845\t总收益率：\t41.54%\n", "2021-02-06 19:05:59.534845\t年化收益：\t2.83%\n", "2021-02-06 19:05:59.534845\t最大回撤: \t-7,363,104.37\n", "2021-02-06 19:05:59.534845\t百分比最大回撤: -9.90%\n", "2021-02-06 19:05:59.534845\t最长回撤天数: \t1239\n", "2021-02-06 19:05:59.534845\t总盈亏：\t20,768,414.61\n", "2021-02-06 19:05:59.534845\t总手续费：\t9,010,755.07\n", "2021-02-06 19:05:59.534845\t总滑点：\t0.00\n", "2021-02-06 19:05:59.534845\t总成交金额：\t9,010,755,074.59\n", "2021-02-06 19:05:59.534845\t总成交笔数：\t17436\n", "2021-02-06 19:05:59.534845\t日均盈亏：\t5,886.74\n", "2021-02-06 19:05:59.535843\t日均手续费：\t2,554.07\n", "2021-02-06 19:05:59.535843\t日均滑点：\t0.00\n", "2021-02-06 19:05:59.535843\t日均成交金额：\t2,554,068.90\n", "2021-02-06 19:05:59.535843\t日均成交笔数：\t4.942176870748299\n", "2021-02-06 19:05:59.535843\t日均收益率：\t0.01%\n", "2021-02-06 19:05:59.535843\t收益标准差：\t0.23%\n", "2021-02-06 19:05:59.535843\tSharpe Ratio：\t0.66\n", "2021-02-06 19:05:59.535843\t收益回撤比：\t2.82\n", "2021-02-06 19:05:59.535843\t策略统计指标计算完成\n", "2\n", "2021-02-06 19:05:59.539849\t开始加载历史数据\n", "2021-02-06 19:05:59.812816\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:06:00.103816\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:06:00.351854\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 19:06:00.561842\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 19:06:00.718843\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:06:00.876849\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:06:01.386455\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 19:06:01.575453\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 19:06:01.834425\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 19:06:02.003421\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 19:06:02.188426\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 19:06:02.477452\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:06:02.752426\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:06:02.932426\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 19:06:03.231860\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:06:03.496890\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:06:03.792462\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:06:04.157280\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 19:06:04.407499\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 19:06:04.578859\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 19:06:04.754939\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 19:06:05.010135\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 19:06:05.237134\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 19:06:05.405554\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 19:06:05.606392\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 19:06:05.784901\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 19:06:05.957880\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 19:06:06.221841\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 19:06:06.499763\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:06:06.698789\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 19:06:06.885791\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:06:07.086781\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:06:07.252779\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 19:06:07.458072\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 19:06:07.644105\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 19:06:07.913072\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:06:08.111091\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:06:08.361104\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 19:06:08.535103\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 19:06:08.730271\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 19:06:08.894274\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:06:09.060352\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 19:06:09.224341\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:06:09.224341\t所有历史数据加载完成\n", "2021-02-06 19:06:11.178289\t逐日盯市盈亏计算完成\n", "2021-02-06 19:06:11.178289\t开始计算策略统计指标\n", "2021-02-06 19:06:11.186289\t------------------------------\n", "2021-02-06 19:06:11.186289\t首个交易日：\t2006-01-03\n", "2021-02-06 19:06:11.186289\t最后交易日：\t2020-12-29\n", "2021-02-06 19:06:11.186289\t总交易日：\t3528\n", "2021-02-06 19:06:11.186289\t盈利交易日：\t1799\n", "2021-02-06 19:06:11.186289\t亏损交易日：\t1705\n", "2021-02-06 19:06:11.186289\t起始资金：\t50,000,000.00\n", "2021-02-06 19:06:11.186289\t结束资金：\t70,792,621.89\n", "2021-02-06 19:06:11.186289\t总收益率：\t41.59%\n", "2021-02-06 19:06:11.186289\t年化收益：\t2.83%\n", "2021-02-06 19:06:11.186289\t最大回撤: \t-4,884,368.66\n", "2021-02-06 19:06:11.186289\t百分比最大回撤: -6.76%\n", "2021-02-06 19:06:11.186289\t最长回撤天数: \t1179\n", "2021-02-06 19:06:11.186289\t总盈亏：\t20,792,621.89\n", "2021-02-06 19:06:11.186289\t总手续费：\t9,110,593.38\n", "2021-02-06 19:06:11.186289\t总滑点：\t0.00\n", "2021-02-06 19:06:11.186289\t总成交金额：\t9,110,593,375.23\n", "2021-02-06 19:06:11.186289\t总成交笔数：\t17439\n", "2021-02-06 19:06:11.186289\t日均盈亏：\t5,893.60\n", "2021-02-06 19:06:11.186289\t日均手续费：\t2,582.37\n", "2021-02-06 19:06:11.186289\t日均滑点：\t0.00\n", "2021-02-06 19:06:11.186289\t日均成交金额：\t2,582,367.74\n", "2021-02-06 19:06:11.186289\t日均成交笔数：\t4.943027210884353\n", "2021-02-06 19:06:11.186289\t日均收益率：\t0.01%\n", "2021-02-06 19:06:11.186289\t收益标准差：\t0.23%\n", "2021-02-06 19:06:11.186289\tSharpe Ratio：\t0.65\n", "2021-02-06 19:06:11.186289\t收益回撤比：\t4.26\n", "2021-02-06 19:06:11.187290\t策略统计指标计算完成\n", "3\n", "2021-02-06 19:06:11.191291\t开始加载历史数据\n", "2021-02-06 19:06:11.459846\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:06:11.731245\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:06:11.982277\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 19:06:12.194257\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 19:06:12.360545\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:06:12.530543\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:06:12.779744\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 19:06:12.972923\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 19:06:13.199441\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 19:06:13.382096\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 19:06:13.562299\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 19:06:13.841396\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:06:14.107438\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:06:14.268449\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 19:06:14.562279\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:06:14.853324\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:06:15.121306\tM99.DCE历史数据加载完成，数据量：3528\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "2021-02-06 19:06:15.386102\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 19:06:15.626160\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 19:06:15.807139\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 19:06:15.990160\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 19:06:16.256158\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 19:06:16.482184\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 19:06:16.692159\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 19:06:16.929707\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 19:06:17.127737\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 19:06:17.301306\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 19:06:17.605296\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 19:06:17.877883\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:06:18.089900\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 19:06:18.282754\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:06:18.492770\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:06:18.659902\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 19:06:18.845424\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 19:06:19.317640\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 19:06:19.511683\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:06:19.700454\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:06:19.988673\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 19:06:20.174700\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 19:06:20.368671\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 19:06:20.540403\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:06:20.699429\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 19:06:20.864398\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:06:20.864398\t所有历史数据加载完成\n", "2021-02-06 19:06:22.886898\t逐日盯市盈亏计算完成\n", "2021-02-06 19:06:22.886898\t开始计算策略统计指标\n", "2021-02-06 19:06:22.892899\t------------------------------\n", "2021-02-06 19:06:22.892899\t首个交易日：\t2006-01-03\n", "2021-02-06 19:06:22.892899\t最后交易日：\t2020-12-29\n", "2021-02-06 19:06:22.892899\t总交易日：\t3528\n", "2021-02-06 19:06:22.892899\t盈利交易日：\t1820\n", "2021-02-06 19:06:22.892899\t亏损交易日：\t1685\n", "2021-02-06 19:06:22.892899\t起始资金：\t50,000,000.00\n", "2021-02-06 19:06:22.892899\t结束资金：\t73,440,530.86\n", "2021-02-06 19:06:22.892899\t总收益率：\t46.88%\n", "2021-02-06 19:06:22.892899\t年化收益：\t3.19%\n", "2021-02-06 19:06:22.893898\t最大回撤: \t-5,094,640.85\n", "2021-02-06 19:06:22.893898\t百分比最大回撤: -7.46%\n", "2021-02-06 19:06:22.893898\t最长回撤天数: \t707\n", "2021-02-06 19:06:22.893898\t总盈亏：\t23,440,530.86\n", "2021-02-06 19:06:22.893898\t总手续费：\t9,163,573.26\n", "2021-02-06 19:06:22.893898\t总滑点：\t0.00\n", "2021-02-06 19:06:22.893898\t总成交金额：\t9,163,573,256.14\n", "2021-02-06 19:06:22.893898\t总成交笔数：\t17428\n", "2021-02-06 19:06:22.893898\t日均盈亏：\t6,644.14\n", "2021-02-06 19:06:22.893898\t日均手续费：\t2,597.38\n", "2021-02-06 19:06:22.893898\t日均滑点：\t0.00\n", "2021-02-06 19:06:22.893898\t日均成交金额：\t2,597,384.71\n", "2021-02-06 19:06:22.893898\t日均成交笔数：\t4.9399092970521545\n", "2021-02-06 19:06:22.893898\t日均收益率：\t0.01%\n", "2021-02-06 19:06:22.893898\t收益标准差：\t0.24%\n", "2021-02-06 19:06:22.893898\tSharpe Ratio：\t0.69\n", "2021-02-06 19:06:22.893898\t收益回撤比：\t4.60\n", "2021-02-06 19:06:22.894865\t策略统计指标计算完成\n", "4\n", "2021-02-06 19:06:22.900868\t开始加载历史数据\n", "2021-02-06 19:06:23.175056\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:06:23.461843\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:06:23.726912\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 19:06:23.948463\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 19:06:24.117464\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:06:24.276430\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:06:24.519435\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 19:06:24.737432\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 19:06:24.963434\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 19:06:25.136465\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 19:06:25.326435\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 19:06:25.599434\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:06:25.867464\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:06:26.035463\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 19:06:26.300464\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:06:26.621432\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:06:26.941462\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:06:27.237457\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 19:06:27.500462\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 19:06:27.677466\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 19:06:27.860431\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 19:06:28.104432\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 19:06:28.334467\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 19:06:28.504462\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 19:06:28.707467\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 19:06:28.888465\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 19:06:29.066463\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 19:06:29.337464\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 19:06:29.610462\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:06:29.802433\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 19:06:30.019435\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:06:30.222434\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:06:30.660466\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 19:06:30.834463\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 19:06:31.022434\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 19:06:31.211432\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:06:31.427432\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:06:31.675462\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 19:06:31.852436\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 19:06:32.036462\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 19:06:32.200463\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:06:32.381432\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 19:06:32.558433\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:06:32.559432\t所有历史数据加载完成\n", "2021-02-06 19:06:34.490170\t逐日盯市盈亏计算完成\n", "2021-02-06 19:06:34.490170\t开始计算策略统计指标\n", "2021-02-06 19:06:34.497136\t------------------------------\n", "2021-02-06 19:06:34.497136\t首个交易日：\t2006-01-03\n", "2021-02-06 19:06:34.497136\t最后交易日：\t2020-12-29\n", "2021-02-06 19:06:34.497136\t总交易日：\t3528\n", "2021-02-06 19:06:34.497136\t盈利交易日：\t1819\n", "2021-02-06 19:06:34.497136\t亏损交易日：\t1687\n", "2021-02-06 19:06:34.497136\t起始资金：\t50,000,000.00\n", "2021-02-06 19:06:34.497136\t结束资金：\t68,290,396.03\n", "2021-02-06 19:06:34.497136\t总收益率：\t36.58%\n", "2021-02-06 19:06:34.497136\t年化收益：\t2.49%\n", "2021-02-06 19:06:34.497136\t最大回撤: \t-7,783,203.68\n", "2021-02-06 19:06:34.497136\t百分比最大回撤: -11.17%\n", "2021-02-06 19:06:34.497136\t最长回撤天数: \t703\n", "2021-02-06 19:06:34.497136\t总盈亏：\t18,290,396.03\n", "2021-02-06 19:06:34.497136\t总手续费：\t9,192,092.53\n", "2021-02-06 19:06:34.497136\t总滑点：\t0.00\n", "2021-02-06 19:06:34.497136\t总成交金额：\t9,192,092,528.90\n", "2021-02-06 19:06:34.497136\t总成交笔数：\t17521\n", "2021-02-06 19:06:34.497136\t日均盈亏：\t5,184.35\n", "2021-02-06 19:06:34.497136\t日均手续费：\t2,605.47\n", "2021-02-06 19:06:34.497136\t日均滑点：\t0.00\n", "2021-02-06 19:06:34.497136\t日均成交金额：\t2,605,468.40\n", "2021-02-06 19:06:34.497136\t日均成交笔数：\t4.966269841269841\n", "2021-02-06 19:06:34.497136\t日均收益率：\t0.01%\n", "2021-02-06 19:06:34.497136\t收益标准差：\t0.24%\n", "2021-02-06 19:06:34.497136\tSharpe Ratio：\t0.56\n", "2021-02-06 19:06:34.497136\t收益回撤比：\t2.35\n", "2021-02-06 19:06:34.498136\t策略统计指标计算完成\n", "2021-02-06 19:06:34.504191\t开始计算策略统计指标\n", "2021-02-06 19:06:34.509135\t------------------------------\n", "2021-02-06 19:06:34.510135\t首个交易日：\t2006-01-03\n", "2021-02-06 19:06:34.510135\t最后交易日：\t2020-12-29\n", "2021-02-06 19:06:34.510135\t总交易日：\t3528\n", "2021-02-06 19:06:34.510135\t盈利交易日：\t1798\n", "2021-02-06 19:06:34.510135\t亏损交易日：\t1709\n", "2021-02-06 19:06:34.510135\t起始资金：\t50,000,000.00\n", "2021-02-06 19:06:34.510135\t结束资金：\t71,743,481.18\n", "2021-02-06 19:06:34.510135\t总收益率：\t43.49%\n", "2021-02-06 19:06:34.510135\t年化收益：\t2.96%\n", "2021-02-06 19:06:34.510135\t最大回撤: \t-4,977,923.13\n", "2021-02-06 19:06:34.510135\t百分比最大回撤: -6.85%\n", "2021-02-06 19:06:34.510135\t最长回撤天数: \t1179\n", "2021-02-06 19:06:34.510135\t总盈亏：\t21,743,481.18\n", "2021-02-06 19:06:34.511168\t总手续费：\t9,082,249.70\n", "2021-02-06 19:06:34.511168\t总滑点：\t0.00\n", "2021-02-06 19:06:34.511168\t总成交金额：\t9,082,249,696.46\n", "2021-02-06 19:06:34.511168\t总成交笔数：\t17457.0\n", "2021-02-06 19:06:34.511168\t日均盈亏：\t6,163.12\n", "2021-02-06 19:06:34.511168\t日均手续费：\t2,574.33\n", "2021-02-06 19:06:34.511168\t日均滑点：\t0.00\n", "2021-02-06 19:06:34.511168\t日均成交金额：\t2,574,333.81\n", "2021-02-06 19:06:34.511168\t日均成交笔数：\t4.9481292517006805\n", "2021-02-06 19:06:34.511168\t日均收益率：\t0.01%\n", "2021-02-06 19:06:34.511168\t收益标准差：\t0.22%\n", "2021-02-06 19:06:34.511168\tSharpe Ratio：\t0.62\n", "2021-02-06 19:06:34.512168\t收益回撤比：\t4.37\n", "2021-02-06 19:06:34.512168\t策略统计指标计算完成\n", "0\n", "2021-02-06 19:06:34.513136\t开始加载历史数据\n", "2021-02-06 19:06:34.814136\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:06:35.093135\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:06:35.360166\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 19:06:35.565163\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 19:06:35.755134\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:06:35.920171\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:06:36.200140\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 19:06:36.397168\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 19:06:36.624138\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 19:06:36.795138\tHC99.SHFE历史数据加载完成，数据量：1603\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "2021-02-06 19:06:36.976136\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 19:06:37.258169\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:06:37.522168\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:06:37.685167\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 19:06:37.967137\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:06:38.237135\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:06:38.553138\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:06:38.846166\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 19:06:39.090164\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 19:06:39.266167\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 19:06:39.439167\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 19:06:39.689168\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 19:06:39.922137\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 19:06:40.103168\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 19:06:40.309140\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 19:06:40.503167\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 19:06:40.680162\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 19:06:40.966166\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 19:06:41.231170\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:06:41.715168\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 19:06:41.902167\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:06:42.091135\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:06:42.256167\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 19:06:42.444166\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 19:06:42.657137\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 19:06:42.843166\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:06:43.057140\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:06:43.308169\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 19:06:43.475169\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 19:06:43.662184\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 19:06:43.829170\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:06:43.993135\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 19:06:44.164168\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:06:44.164168\t所有历史数据加载完成\n", "2021-02-06 19:06:45.829172\t逐日盯市盈亏计算完成\n", "2021-02-06 19:06:45.830169\t开始计算策略统计指标\n", "2021-02-06 19:06:45.836169\t------------------------------\n", "2021-02-06 19:06:45.836169\t首个交易日：\t2006-01-03\n", "2021-02-06 19:06:45.836169\t最后交易日：\t2020-12-29\n", "2021-02-06 19:06:45.836169\t总交易日：\t3528\n", "2021-02-06 19:06:45.836169\t盈利交易日：\t1836\n", "2021-02-06 19:06:45.836169\t亏损交易日：\t1671\n", "2021-02-06 19:06:45.836169\t起始资金：\t50,000,000.00\n", "2021-02-06 19:06:45.836169\t结束资金：\t72,914,194.16\n", "2021-02-06 19:06:45.836169\t总收益率：\t45.83%\n", "2021-02-06 19:06:45.836169\t年化收益：\t3.12%\n", "2021-02-06 19:06:45.836169\t最大回撤: \t-5,315,447.54\n", "2021-02-06 19:06:45.836169\t百分比最大回撤: -7.69%\n", "2021-02-06 19:06:45.836169\t最长回撤天数: \t980\n", "2021-02-06 19:06:45.836169\t总盈亏：\t22,914,194.16\n", "2021-02-06 19:06:45.836169\t总手续费：\t6,610,197.06\n", "2021-02-06 19:06:45.836169\t总滑点：\t0.00\n", "2021-02-06 19:06:45.836169\t总成交金额：\t6,610,197,061.18\n", "2021-02-06 19:06:45.836169\t总成交笔数：\t9278\n", "2021-02-06 19:06:45.836169\t日均盈亏：\t6,494.95\n", "2021-02-06 19:06:45.836169\t日均手续费：\t1,873.64\n", "2021-02-06 19:06:45.836169\t日均滑点：\t0.00\n", "2021-02-06 19:06:45.836169\t日均成交金额：\t1,873,638.62\n", "2021-02-06 19:06:45.836169\t日均成交笔数：\t2.629818594104308\n", "2021-02-06 19:06:45.836169\t日均收益率：\t0.01%\n", "2021-02-06 19:06:45.836169\t收益标准差：\t0.23%\n", "2021-02-06 19:06:45.836169\tSharpe Ratio：\t0.71\n", "2021-02-06 19:06:45.836169\t收益回撤比：\t4.31\n", "2021-02-06 19:06:45.837168\t策略统计指标计算完成\n", "1\n", "2021-02-06 19:06:45.839169\t开始加载历史数据\n", "2021-02-06 19:06:46.120136\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:06:46.396136\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:06:46.671140\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 19:06:46.901139\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 19:06:47.069167\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:06:47.243140\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:06:47.516136\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 19:06:47.712171\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 19:06:47.962140\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 19:06:48.131168\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 19:06:48.310169\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 19:06:48.590140\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:06:48.860136\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:06:49.024136\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 19:06:49.293162\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:06:49.567140\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:06:49.844166\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:06:50.130170\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 19:06:50.376168\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 19:06:50.566165\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 19:06:50.741166\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 19:06:51.003170\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 19:06:51.245137\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 19:06:51.437136\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 19:06:51.646166\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 19:06:51.829136\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 19:06:52.004166\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 19:06:52.291138\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 19:06:52.558136\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:06:52.749171\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 19:06:53.216166\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:06:53.414140\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:06:53.584166\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 19:06:53.779155\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 19:06:54.001171\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 19:06:54.188170\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:06:54.373193\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:06:54.624201\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 19:06:54.788201\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 19:06:54.973201\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 19:06:55.136196\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:06:55.294210\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 19:06:55.477172\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:06:55.477172\t所有历史数据加载完成\n", "2021-02-06 19:06:57.198170\t逐日盯市盈亏计算完成\n", "2021-02-06 19:06:57.198170\t开始计算策略统计指标\n", "2021-02-06 19:06:57.205201\t------------------------------\n", "2021-02-06 19:06:57.205201\t首个交易日：\t2006-01-03\n", "2021-02-06 19:06:57.205201\t最后交易日：\t2020-12-29\n", "2021-02-06 19:06:57.205201\t总交易日：\t3528\n", "2021-02-06 19:06:57.205201\t盈利交易日：\t1799\n", "2021-02-06 19:06:57.205201\t亏损交易日：\t1699\n", "2021-02-06 19:06:57.205201\t起始资金：\t50,000,000.00\n", "2021-02-06 19:06:57.205201\t结束资金：\t64,832,921.15\n", "2021-02-06 19:06:57.205201\t总收益率：\t29.67%\n", "2021-02-06 19:06:57.205201\t年化收益：\t2.02%\n", "2021-02-06 19:06:57.205201\t最大回撤: \t-7,789,431.62\n", "2021-02-06 19:06:57.205201\t百分比最大回撤: -11.22%\n", "2021-02-06 19:06:57.205201\t最长回撤天数: \t1516\n", "2021-02-06 19:06:57.205201\t总盈亏：\t14,832,921.15\n", "2021-02-06 19:06:57.205201\t总手续费：\t6,619,540.51\n", "2021-02-06 19:06:57.205201\t总滑点：\t0.00\n", "2021-02-06 19:06:57.205201\t总成交金额：\t6,619,540,505.63\n", "2021-02-06 19:06:57.205201\t总成交笔数：\t9219\n", "2021-02-06 19:06:57.205201\t日均盈亏：\t4,204.34\n", "2021-02-06 19:06:57.205201\t日均手续费：\t1,876.29\n", "2021-02-06 19:06:57.205201\t日均滑点：\t0.00\n", "2021-02-06 19:06:57.205201\t日均成交金额：\t1,876,286.99\n", "2021-02-06 19:06:57.205201\t日均成交笔数：\t2.613095238095238\n", "2021-02-06 19:06:57.205201\t日均收益率：\t0.01%\n", "2021-02-06 19:06:57.205201\t收益标准差：\t0.24%\n", "2021-02-06 19:06:57.205201\tSharpe Ratio：\t0.47\n", "2021-02-06 19:06:57.205201\t收益回撤比：\t1.90\n", "2021-02-06 19:06:57.206202\t策略统计指标计算完成\n", "2\n", "2021-02-06 19:06:57.212171\t开始加载历史数据\n", "2021-02-06 19:06:57.509172\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:06:57.779200\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:06:58.035169\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 19:06:58.259169\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 19:06:58.427201\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:06:58.584198\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:06:58.823201\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 19:06:59.016199\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 19:06:59.249202\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 19:06:59.422167\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 19:06:59.597169\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 19:06:59.864200\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:07:00.125198\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:07:00.286199\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 19:07:00.581172\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:07:00.868173\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:07:01.163194\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:07:01.425167\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 19:07:01.682191\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 19:07:01.855169\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 19:07:02.032187\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 19:07:02.277202\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 19:07:02.518200\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 19:07:02.690201\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 19:07:02.895167\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 19:07:03.097169\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 19:07:03.276198\tI99.DCE历史数据加载完成，数据量：1703\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "2021-02-06 19:07:03.540198\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 19:07:03.827199\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:07:04.028201\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 19:07:04.236172\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:07:04.434199\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:07:04.600199\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 19:07:04.772177\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 19:07:05.206202\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 19:07:05.416170\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:07:05.600201\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:07:05.852168\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 19:07:06.021180\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 19:07:06.231201\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 19:07:06.413198\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:07:06.568198\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 19:07:06.730202\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:07:06.731169\t所有历史数据加载完成\n", "2021-02-06 19:07:08.495172\t逐日盯市盈亏计算完成\n", "2021-02-06 19:07:08.495172\t开始计算策略统计指标\n", "2021-02-06 19:07:08.502167\t------------------------------\n", "2021-02-06 19:07:08.502167\t首个交易日：\t2006-01-03\n", "2021-02-06 19:07:08.502167\t最后交易日：\t2020-12-29\n", "2021-02-06 19:07:08.502167\t总交易日：\t3528\n", "2021-02-06 19:07:08.502167\t盈利交易日：\t1776\n", "2021-02-06 19:07:08.502167\t亏损交易日：\t1723\n", "2021-02-06 19:07:08.502167\t起始资金：\t50,000,000.00\n", "2021-02-06 19:07:08.502167\t结束资金：\t67,719,932.81\n", "2021-02-06 19:07:08.502167\t总收益率：\t35.44%\n", "2021-02-06 19:07:08.502167\t年化收益：\t2.41%\n", "2021-02-06 19:07:08.502167\t最大回撤: \t-5,384,526.91\n", "2021-02-06 19:07:08.502167\t百分比最大回撤: -8.30%\n", "2021-02-06 19:07:08.502167\t最长回撤天数: \t898\n", "2021-02-06 19:07:08.502167\t总盈亏：\t17,719,932.81\n", "2021-02-06 19:07:08.502167\t总手续费：\t6,644,235.61\n", "2021-02-06 19:07:08.502167\t总滑点：\t0.00\n", "2021-02-06 19:07:08.502167\t总成交金额：\t6,644,235,607.87\n", "2021-02-06 19:07:08.502167\t总成交笔数：\t9176\n", "2021-02-06 19:07:08.502167\t日均盈亏：\t5,022.66\n", "2021-02-06 19:07:08.502167\t日均手续费：\t1,883.29\n", "2021-02-06 19:07:08.502167\t日均滑点：\t0.00\n", "2021-02-06 19:07:08.502167\t日均成交金额：\t1,883,286.74\n", "2021-02-06 19:07:08.502167\t日均成交笔数：\t2.600907029478458\n", "2021-02-06 19:07:08.502167\t日均收益率：\t0.01%\n", "2021-02-06 19:07:08.502167\t收益标准差：\t0.24%\n", "2021-02-06 19:07:08.502167\tSharpe Ratio：\t0.55\n", "2021-02-06 19:07:08.502167\t收益回撤比：\t3.29\n", "2021-02-06 19:07:08.502167\t策略统计指标计算完成\n", "3\n", "2021-02-06 19:07:08.507169\t开始加载历史数据\n", "2021-02-06 19:07:08.785172\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:07:09.318200\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:07:09.573200\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 19:07:09.786202\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 19:07:09.970172\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:07:10.145201\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:07:10.389168\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 19:07:10.598201\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 19:07:10.855172\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 19:07:11.054172\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 19:07:11.229183\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 19:07:11.509168\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:07:11.779172\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:07:11.958168\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 19:07:12.303167\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:07:12.564201\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:07:12.829168\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:07:13.120199\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 19:07:13.367200\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 19:07:13.571170\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 19:07:13.746198\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 19:07:13.995198\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 19:07:14.223172\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 19:07:14.393167\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 19:07:14.605198\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 19:07:14.784201\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 19:07:14.985169\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 19:07:15.257169\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 19:07:15.630201\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:07:15.822167\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 19:07:16.017200\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:07:16.207170\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:07:16.373201\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 19:07:16.558200\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 19:07:16.743201\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 19:07:16.931201\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:07:17.126172\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:07:17.379167\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 19:07:17.546189\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 19:07:17.730198\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 19:07:17.893169\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:07:18.051201\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 19:07:18.214203\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:07:18.214203\t所有历史数据加载完成\n", "2021-02-06 19:07:19.960202\t逐日盯市盈亏计算完成\n", "2021-02-06 19:07:19.960202\t开始计算策略统计指标\n", "2021-02-06 19:07:19.966198\t------------------------------\n", "2021-02-06 19:07:19.966198\t首个交易日：\t2006-01-03\n", "2021-02-06 19:07:19.966198\t最后交易日：\t2020-12-29\n", "2021-02-06 19:07:19.966198\t总交易日：\t3528\n", "2021-02-06 19:07:19.966198\t盈利交易日：\t1818\n", "2021-02-06 19:07:19.966198\t亏损交易日：\t1682\n", "2021-02-06 19:07:19.966198\t起始资金：\t50,000,000.00\n", "2021-02-06 19:07:19.966198\t结束资金：\t69,069,276.41\n", "2021-02-06 19:07:19.966198\t总收益率：\t38.14%\n", "2021-02-06 19:07:19.966198\t年化收益：\t2.59%\n", "2021-02-06 19:07:19.966198\t最大回撤: \t-5,928,650.99\n", "2021-02-06 19:07:19.966198\t百分比最大回撤: -8.41%\n", "2021-02-06 19:07:19.966198\t最长回撤天数: \t707\n", "2021-02-06 19:07:19.966198\t总盈亏：\t19,069,276.41\n", "2021-02-06 19:07:19.966198\t总手续费：\t6,799,522.74\n", "2021-02-06 19:07:19.966198\t总滑点：\t0.00\n", "2021-02-06 19:07:19.966198\t总成交金额：\t6,799,522,741.01\n", "2021-02-06 19:07:19.966198\t总成交笔数：\t9199\n", "2021-02-06 19:07:19.966198\t日均盈亏：\t5,405.12\n", "2021-02-06 19:07:19.966198\t日均手续费：\t1,927.30\n", "2021-02-06 19:07:19.966198\t日均滑点：\t0.00\n", "2021-02-06 19:07:19.966198\t日均成交金额：\t1,927,302.36\n", "2021-02-06 19:07:19.966198\t日均成交笔数：\t2.6074263038548753\n", "2021-02-06 19:07:19.966198\t日均收益率：\t0.01%\n", "2021-02-06 19:07:19.966198\t收益标准差：\t0.25%\n", "2021-02-06 19:07:19.966198\tSharpe Ratio：\t0.58\n", "2021-02-06 19:07:19.966198\t收益回撤比：\t3.22\n", "2021-02-06 19:07:19.967198\t策略统计指标计算完成\n", "4\n", "2021-02-06 19:07:19.971169\t开始加载历史数据\n", "2021-02-06 19:07:20.255169\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:07:20.525172\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:07:20.780202\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 19:07:20.990193\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 19:07:21.165198\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:07:21.324198\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:07:21.585168\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 19:07:21.787170\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 19:07:22.028199\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 19:07:22.198196\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 19:07:22.373199\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 19:07:22.639201\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:07:22.903168\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:07:23.063202\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 19:07:23.325202\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:07:23.592172\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:07:23.869169\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:07:24.140199\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 19:07:24.382170\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 19:07:24.557201\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 19:07:24.731198\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 19:07:24.982172\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 19:07:25.208202\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 19:07:25.383172\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 19:07:25.587201\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 19:07:25.767202\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 19:07:25.940167\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 19:07:26.209172\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 19:07:26.716679\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:07:26.938645\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 19:07:27.157647\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:07:27.355649\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:07:27.519649\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 19:07:27.691647\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 19:07:27.895649\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 19:07:28.087647\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:07:28.295649\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:07:28.549649\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 19:07:28.728676\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 19:07:28.931677\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 19:07:29.101677\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:07:29.264647\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 19:07:29.430676\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:07:29.431679\t所有历史数据加载完成\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "2021-02-06 19:07:31.158652\t逐日盯市盈亏计算完成\n", "2021-02-06 19:07:31.159650\t开始计算策略统计指标\n", "2021-02-06 19:07:31.166646\t------------------------------\n", "2021-02-06 19:07:31.166646\t首个交易日：\t2006-01-03\n", "2021-02-06 19:07:31.166646\t最后交易日：\t2020-12-29\n", "2021-02-06 19:07:31.166646\t总交易日：\t3528\n", "2021-02-06 19:07:31.166646\t盈利交易日：\t1835\n", "2021-02-06 19:07:31.166646\t亏损交易日：\t1666\n", "2021-02-06 19:07:31.166646\t起始资金：\t50,000,000.00\n", "2021-02-06 19:07:31.166646\t结束资金：\t70,307,832.63\n", "2021-02-06 19:07:31.166646\t总收益率：\t40.62%\n", "2021-02-06 19:07:31.166646\t年化收益：\t2.76%\n", "2021-02-06 19:07:31.166646\t最大回撤: \t-6,220,500.52\n", "2021-02-06 19:07:31.166646\t百分比最大回撤: -8.91%\n", "2021-02-06 19:07:31.166646\t最长回撤天数: \t667\n", "2021-02-06 19:07:31.166646\t总盈亏：\t20,307,832.63\n", "2021-02-06 19:07:31.166646\t总手续费：\t6,652,913.47\n", "2021-02-06 19:07:31.166646\t总滑点：\t0.00\n", "2021-02-06 19:07:31.166646\t总成交金额：\t6,652,913,466.78\n", "2021-02-06 19:07:31.166646\t总成交笔数：\t9269\n", "2021-02-06 19:07:31.166646\t日均盈亏：\t5,756.19\n", "2021-02-06 19:07:31.166646\t日均手续费：\t1,885.75\n", "2021-02-06 19:07:31.166646\t日均滑点：\t0.00\n", "2021-02-06 19:07:31.166646\t日均成交金额：\t1,885,746.45\n", "2021-02-06 19:07:31.166646\t日均成交笔数：\t2.627267573696145\n", "2021-02-06 19:07:31.166646\t日均收益率：\t0.01%\n", "2021-02-06 19:07:31.166646\t收益标准差：\t0.23%\n", "2021-02-06 19:07:31.166646\tSharpe Ratio：\t0.64\n", "2021-02-06 19:07:31.166646\t收益回撤比：\t3.26\n", "2021-02-06 19:07:31.167679\t策略统计指标计算完成\n", "5\n", "2021-02-06 19:07:31.173646\t开始加载历史数据\n", "2021-02-06 19:07:31.445676\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:07:31.732677\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:07:31.984676\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 19:07:32.202647\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 19:07:32.369680\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:07:32.535676\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:07:32.796676\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 19:07:33.013647\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 19:07:33.239676\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 19:07:33.411678\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 19:07:33.595649\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 19:07:33.865645\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:07:34.130675\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:07:34.288676\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 19:07:34.560649\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:07:34.831676\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:07:35.108649\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:07:35.374676\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 19:07:35.617675\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 19:07:35.808652\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 19:07:35.980678\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 19:07:36.224675\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 19:07:36.455676\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 19:07:36.624660\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 19:07:36.836649\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 19:07:37.020643\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 19:07:37.207649\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 19:07:37.502650\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 19:07:37.771678\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:07:37.964677\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 19:07:38.402649\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:07:38.593678\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:07:38.774646\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 19:07:38.961649\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 19:07:39.149675\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 19:07:39.339647\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:07:39.541649\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:07:39.795678\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 19:07:39.962676\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 19:07:40.146678\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 19:07:40.311682\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:07:40.475680\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 19:07:40.670650\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:07:40.670650\t所有历史数据加载完成\n", "2021-02-06 19:07:42.471649\t逐日盯市盈亏计算完成\n", "2021-02-06 19:07:42.471649\t开始计算策略统计指标\n", "2021-02-06 19:07:42.477647\t------------------------------\n", "2021-02-06 19:07:42.477647\t首个交易日：\t2006-01-03\n", "2021-02-06 19:07:42.477647\t最后交易日：\t2020-12-29\n", "2021-02-06 19:07:42.477647\t总交易日：\t3528\n", "2021-02-06 19:07:42.477647\t盈利交易日：\t1805\n", "2021-02-06 19:07:42.477647\t亏损交易日：\t1697\n", "2021-02-06 19:07:42.477647\t起始资金：\t50,000,000.00\n", "2021-02-06 19:07:42.477647\t结束资金：\t74,508,802.47\n", "2021-02-06 19:07:42.477647\t总收益率：\t49.02%\n", "2021-02-06 19:07:42.477647\t年化收益：\t3.33%\n", "2021-02-06 19:07:42.477647\t最大回撤: \t-3,876,055.17\n", "2021-02-06 19:07:42.477647\t百分比最大回撤: -5.22%\n", "2021-02-06 19:07:42.477647\t最长回撤天数: \t718\n", "2021-02-06 19:07:42.477647\t总盈亏：\t24,508,802.47\n", "2021-02-06 19:07:42.477647\t总手续费：\t6,586,553.90\n", "2021-02-06 19:07:42.477647\t总滑点：\t0.00\n", "2021-02-06 19:07:42.477647\t总成交金额：\t6,586,553,903.09\n", "2021-02-06 19:07:42.477647\t总成交笔数：\t9263\n", "2021-02-06 19:07:42.477647\t日均盈亏：\t6,946.94\n", "2021-02-06 19:07:42.477647\t日均手续费：\t1,866.94\n", "2021-02-06 19:07:42.478647\t日均滑点：\t0.00\n", "2021-02-06 19:07:42.478647\t日均成交金额：\t1,866,937.05\n", "2021-02-06 19:07:42.478647\t日均成交笔数：\t2.625566893424036\n", "2021-02-06 19:07:42.478647\t日均收益率：\t0.01%\n", "2021-02-06 19:07:42.478647\t收益标准差：\t0.23%\n", "2021-02-06 19:07:42.478647\tSharpe Ratio：\t0.78\n", "2021-02-06 19:07:42.478647\t收益回撤比：\t6.32\n", "2021-02-06 19:07:42.478647\t策略统计指标计算完成\n", "6\n", "2021-02-06 19:07:42.483646\t开始加载历史数据\n", "2021-02-06 19:07:42.791650\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:07:43.054676\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:07:43.305677\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 19:07:43.509645\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 19:07:43.675647\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:07:43.837645\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:07:44.079649\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 19:07:44.268676\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 19:07:44.494678\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 19:07:44.665675\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 19:07:44.848646\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 19:07:45.160643\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:07:45.442676\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:07:45.601666\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 19:07:45.874678\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:07:46.158671\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:07:46.432645\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:07:46.721649\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 19:07:46.974659\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 19:07:47.147677\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 19:07:47.336645\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 19:07:47.606649\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 19:07:47.834678\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 19:07:48.004645\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 19:07:48.211680\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 19:07:48.412649\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 19:07:48.588677\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 19:07:48.861647\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 19:07:49.145649\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:07:49.346646\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 19:07:49.539676\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:07:49.725678\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:07:49.891681\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 19:07:50.077647\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 19:07:50.507676\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 19:07:50.702679\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:07:50.887681\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:07:51.141677\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 19:07:51.310676\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 19:07:51.503646\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 19:07:51.667644\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:07:51.894265\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 19:07:52.075265\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:07:52.075265\t所有历史数据加载完成\n", "2021-02-06 19:07:53.632261\t逐日盯市盈亏计算完成\n", "2021-02-06 19:07:53.632261\t开始计算策略统计指标\n", "2021-02-06 19:07:53.638262\t------------------------------\n", "2021-02-06 19:07:53.638262\t首个交易日：\t2006-01-03\n", "2021-02-06 19:07:53.638262\t最后交易日：\t2020-12-29\n", "2021-02-06 19:07:53.638262\t总交易日：\t3528\n", "2021-02-06 19:07:53.638262\t盈利交易日：\t1809\n", "2021-02-06 19:07:53.638262\t亏损交易日：\t1694\n", "2021-02-06 19:07:53.638262\t起始资金：\t50,000,000.00\n", "2021-02-06 19:07:53.638262\t结束资金：\t77,144,068.48\n", "2021-02-06 19:07:53.638262\t总收益率：\t54.29%\n", "2021-02-06 19:07:53.638262\t年化收益：\t3.69%\n", "2021-02-06 19:07:53.638262\t最大回撤: \t-5,015,982.30\n", "2021-02-06 19:07:53.639261\t百分比最大回撤: -6.59%\n", "2021-02-06 19:07:53.639261\t最长回撤天数: \t1179\n", "2021-02-06 19:07:53.639261\t总盈亏：\t27,144,068.48\n", "2021-02-06 19:07:53.639261\t总手续费：\t6,502,574.40\n", "2021-02-06 19:07:53.639261\t总滑点：\t0.00\n", "2021-02-06 19:07:53.639261\t总成交金额：\t6,502,574,396.20\n", "2021-02-06 19:07:53.639261\t总成交笔数：\t9259\n", "2021-02-06 19:07:53.639261\t日均盈亏：\t7,693.90\n", "2021-02-06 19:07:53.639261\t日均手续费：\t1,843.13\n", "2021-02-06 19:07:53.639261\t日均滑点：\t0.00\n", "2021-02-06 19:07:53.639261\t日均成交金额：\t1,843,133.33\n", "2021-02-06 19:07:53.639261\t日均成交笔数：\t2.624433106575964\n", "2021-02-06 19:07:53.639261\t日均收益率：\t0.01%\n", "2021-02-06 19:07:53.639261\t收益标准差：\t0.22%\n", "2021-02-06 19:07:53.639261\tSharpe Ratio：\t0.85\n", "2021-02-06 19:07:53.639261\t收益回撤比：\t5.41\n", "2021-02-06 19:07:53.639261\t策略统计指标计算完成\n", "7\n", "2021-02-06 19:07:53.643261\t开始加载历史数据\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "2021-02-06 19:07:53.917265\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:07:54.450265\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:07:54.707292\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 19:07:54.911293\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 19:07:55.086266\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:07:55.246261\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:07:55.490293\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 19:07:55.697263\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 19:07:55.929292\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 19:07:56.102295\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 19:07:56.279294\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 19:07:56.560266\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:07:56.823292\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:07:56.983292\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 19:07:57.336263\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:07:57.599295\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:07:57.870264\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:07:58.142292\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 19:07:58.384295\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 19:07:58.557261\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 19:07:58.735292\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 19:07:58.981263\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 19:07:59.204292\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 19:07:59.374292\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 19:07:59.585293\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 19:07:59.767265\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 19:07:59.956265\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 19:08:00.235292\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 19:08:00.580294\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:08:00.783304\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 19:08:00.968291\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:08:01.161294\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:08:01.345265\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 19:08:01.545265\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 19:08:01.734295\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 19:08:01.919294\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:08:02.102266\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:08:02.355294\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 19:08:02.524292\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 19:08:02.708292\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 19:08:02.894266\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:08:03.055293\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 19:08:03.218292\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:08:03.218292\t所有历史数据加载完成\n", "2021-02-06 19:08:04.963261\t逐日盯市盈亏计算完成\n", "2021-02-06 19:08:04.963261\t开始计算策略统计指标\n", "2021-02-06 19:08:04.970294\t------------------------------\n", "2021-02-06 19:08:04.970294\t首个交易日：\t2006-01-03\n", "2021-02-06 19:08:04.970294\t最后交易日：\t2020-12-29\n", "2021-02-06 19:08:04.970294\t总交易日：\t3528\n", "2021-02-06 19:08:04.970294\t盈利交易日：\t1831\n", "2021-02-06 19:08:04.970294\t亏损交易日：\t1673\n", "2021-02-06 19:08:04.970294\t起始资金：\t50,000,000.00\n", "2021-02-06 19:08:04.970294\t结束资金：\t72,497,842.42\n", "2021-02-06 19:08:04.970294\t总收益率：\t45.00%\n", "2021-02-06 19:08:04.970294\t年化收益：\t3.06%\n", "2021-02-06 19:08:04.970294\t最大回撤: \t-6,358,556.82\n", "2021-02-06 19:08:04.970294\t百分比最大回撤: -8.82%\n", "2021-02-06 19:08:04.970294\t最长回撤天数: \t704\n", "2021-02-06 19:08:04.970294\t总盈亏：\t22,497,842.42\n", "2021-02-06 19:08:04.970294\t总手续费：\t6,608,462.43\n", "2021-02-06 19:08:04.970294\t总滑点：\t0.00\n", "2021-02-06 19:08:04.970294\t总成交金额：\t6,608,462,432.96\n", "2021-02-06 19:08:04.970294\t总成交笔数：\t9270\n", "2021-02-06 19:08:04.970294\t日均盈亏：\t6,376.94\n", "2021-02-06 19:08:04.970294\t日均手续费：\t1,873.15\n", "2021-02-06 19:08:04.970294\t日均滑点：\t0.00\n", "2021-02-06 19:08:04.970294\t日均成交金额：\t1,873,146.95\n", "2021-02-06 19:08:04.970294\t日均成交笔数：\t2.627551020408163\n", "2021-02-06 19:08:04.970294\t日均收益率：\t0.01%\n", "2021-02-06 19:08:04.970294\t收益标准差：\t0.23%\n", "2021-02-06 19:08:04.970294\tSharpe Ratio：\t0.71\n", "2021-02-06 19:08:04.970294\t收益回撤比：\t3.54\n", "2021-02-06 19:08:04.970294\t策略统计指标计算完成\n", "8\n", "2021-02-06 19:08:04.974294\t开始加载历史数据\n", "2021-02-06 19:08:05.238296\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:08:05.503296\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:08:05.773293\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 19:08:05.978292\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 19:08:06.140292\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:08:06.298294\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:08:06.540294\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 19:08:06.726296\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 19:08:06.957261\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 19:08:07.124299\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 19:08:07.307265\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 19:08:07.589265\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:08:07.849296\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:08:08.010292\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 19:08:08.271293\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:08:08.548295\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:08:08.826263\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:08:09.107295\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 19:08:09.368265\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 19:08:09.540263\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 19:08:09.715263\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 19:08:09.957292\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 19:08:10.186293\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 19:08:10.372266\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 19:08:10.576292\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 19:08:10.782263\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 19:08:10.958263\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 19:08:11.225294\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 19:08:11.510293\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:08:11.713294\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 19:08:12.138308\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:08:12.326292\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:08:12.494292\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 19:08:12.669292\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 19:08:12.876265\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 19:08:13.062262\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:08:13.261263\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:08:13.513265\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 19:08:13.677295\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 19:08:13.882265\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 19:08:14.049261\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:08:14.205302\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 19:08:14.372294\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:08:14.372294\t所有历史数据加载完成\n", "2021-02-06 19:08:16.045294\t逐日盯市盈亏计算完成\n", "2021-02-06 19:08:16.046292\t开始计算策略统计指标\n", "2021-02-06 19:08:16.052288\t------------------------------\n", "2021-02-06 19:08:16.052288\t首个交易日：\t2006-01-03\n", "2021-02-06 19:08:16.052288\t最后交易日：\t2020-12-29\n", "2021-02-06 19:08:16.052288\t总交易日：\t3528\n", "2021-02-06 19:08:16.052288\t盈利交易日：\t1824\n", "2021-02-06 19:08:16.052288\t亏损交易日：\t1681\n", "2021-02-06 19:08:16.052288\t起始资金：\t50,000,000.00\n", "2021-02-06 19:08:16.052288\t结束资金：\t72,713,829.84\n", "2021-02-06 19:08:16.052288\t总收益率：\t45.43%\n", "2021-02-06 19:08:16.052288\t年化收益：\t3.09%\n", "2021-02-06 19:08:16.053289\t最大回撤: \t-5,355,642.40\n", "2021-02-06 19:08:16.053289\t百分比最大回撤: -7.69%\n", "2021-02-06 19:08:16.053289\t最长回撤天数: \t1180\n", "2021-02-06 19:08:16.053289\t总盈亏：\t22,713,829.84\n", "2021-02-06 19:08:16.053289\t总手续费：\t6,596,973.41\n", "2021-02-06 19:08:16.053289\t总滑点：\t0.00\n", "2021-02-06 19:08:16.053289\t总成交金额：\t6,596,973,414.21\n", "2021-02-06 19:08:16.053289\t总成交笔数：\t9247\n", "2021-02-06 19:08:16.053289\t日均盈亏：\t6,438.16\n", "2021-02-06 19:08:16.053289\t日均手续费：\t1,869.89\n", "2021-02-06 19:08:16.053289\t日均滑点：\t0.00\n", "2021-02-06 19:08:16.053289\t日均成交金额：\t1,869,890.42\n", "2021-02-06 19:08:16.053289\t日均成交笔数：\t2.621031746031746\n", "2021-02-06 19:08:16.053289\t日均收益率：\t0.01%\n", "2021-02-06 19:08:16.053289\t收益标准差：\t0.24%\n", "2021-02-06 19:08:16.053289\tSharpe Ratio：\t0.68\n", "2021-02-06 19:08:16.053289\t收益回撤比：\t4.24\n", "2021-02-06 19:08:16.053289\t策略统计指标计算完成\n", "9\n", "2021-02-06 19:08:16.057300\t开始加载历史数据\n", "2021-02-06 19:08:16.325295\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:08:16.589262\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:08:16.844292\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 19:08:17.078265\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 19:08:17.234292\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:08:17.397292\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:08:17.637292\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 19:08:17.854262\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 19:08:18.092262\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 19:08:18.284265\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 19:08:18.474265\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 19:08:18.771292\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:08:19.034292\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:08:19.213265\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 19:08:19.513266\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:08:19.789266\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:08:20.084263\tM99.DCE历史数据加载完成，数据量：3528\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "2021-02-06 19:08:20.348293\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 19:08:20.599263\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 19:08:20.779294\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 19:08:20.952294\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 19:08:21.195292\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 19:08:21.421289\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 19:08:21.589263\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 19:08:21.796295\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 19:08:21.978295\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 19:08:22.168263\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 19:08:22.447264\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 19:08:22.715292\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:08:22.906294\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 19:08:23.095292\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:08:23.281295\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:08:23.447294\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 19:08:23.625265\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 19:08:24.097293\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 19:08:24.314262\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:08:24.501293\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:08:24.769297\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 19:08:24.960266\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 19:08:25.142292\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 19:08:25.303292\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:08:25.461295\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 19:08:25.625292\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:08:25.625292\t所有历史数据加载完成\n", "2021-02-06 19:08:27.313295\t逐日盯市盈亏计算完成\n", "2021-02-06 19:08:27.313295\t开始计算策略统计指标\n", "2021-02-06 19:08:27.320292\t------------------------------\n", "2021-02-06 19:08:27.320292\t首个交易日：\t2006-01-03\n", "2021-02-06 19:08:27.320292\t最后交易日：\t2020-12-29\n", "2021-02-06 19:08:27.320292\t总交易日：\t3528\n", "2021-02-06 19:08:27.320292\t盈利交易日：\t1823\n", "2021-02-06 19:08:27.320292\t亏损交易日：\t1683\n", "2021-02-06 19:08:27.320292\t起始资金：\t50,000,000.00\n", "2021-02-06 19:08:27.320292\t结束资金：\t69,099,137.77\n", "2021-02-06 19:08:27.320292\t总收益率：\t38.20%\n", "2021-02-06 19:08:27.320292\t年化收益：\t2.60%\n", "2021-02-06 19:08:27.320292\t最大回撤: \t-7,723,296.94\n", "2021-02-06 19:08:27.320292\t百分比最大回撤: -10.97%\n", "2021-02-06 19:08:27.320292\t最长回撤天数: \t975\n", "2021-02-06 19:08:27.320292\t总盈亏：\t19,099,137.77\n", "2021-02-06 19:08:27.320292\t总手续费：\t6,584,396.41\n", "2021-02-06 19:08:27.320292\t总滑点：\t0.00\n", "2021-02-06 19:08:27.320292\t总成交金额：\t6,584,396,407.00\n", "2021-02-06 19:08:27.320292\t总成交笔数：\t9190\n", "2021-02-06 19:08:27.320292\t日均盈亏：\t5,413.59\n", "2021-02-06 19:08:27.320292\t日均手续费：\t1,866.33\n", "2021-02-06 19:08:27.320292\t日均滑点：\t0.00\n", "2021-02-06 19:08:27.320292\t日均成交金额：\t1,866,325.51\n", "2021-02-06 19:08:27.320292\t日均成交笔数：\t2.604875283446712\n", "2021-02-06 19:08:27.320292\t日均收益率：\t0.01%\n", "2021-02-06 19:08:27.320292\t收益标准差：\t0.24%\n", "2021-02-06 19:08:27.320292\tSharpe Ratio：\t0.59\n", "2021-02-06 19:08:27.320292\t收益回撤比：\t2.47\n", "2021-02-06 19:08:27.321264\t策略统计指标计算完成\n", "2021-02-06 19:08:27.325292\t开始计算策略统计指标\n", "2021-02-06 19:08:27.333292\t------------------------------\n", "2021-02-06 19:08:27.333292\t首个交易日：\t2006-01-03\n", "2021-02-06 19:08:27.333292\t最后交易日：\t2020-12-29\n", "2021-02-06 19:08:27.333292\t总交易日：\t3528\n", "2021-02-06 19:08:27.333292\t盈利交易日：\t1813\n", "2021-02-06 19:08:27.333292\t亏损交易日：\t1694\n", "2021-02-06 19:08:27.333292\t起始资金：\t50,000,000.00\n", "2021-02-06 19:08:27.333292\t结束资金：\t71,080,783.81\n", "2021-02-06 19:08:27.333292\t总收益率：\t42.16%\n", "2021-02-06 19:08:27.333292\t年化收益：\t2.87%\n", "2021-02-06 19:08:27.333292\t最大回撤: \t-5,126,528.59\n", "2021-02-06 19:08:27.333292\t百分比最大回撤: -7.20%\n", "2021-02-06 19:08:27.333292\t最长回撤天数: \t704\n", "2021-02-06 19:08:27.333292\t总盈亏：\t21,080,783.81\n", "2021-02-06 19:08:27.333292\t总手续费：\t6,620,536.99\n", "2021-02-06 19:08:27.333292\t总滑点：\t0.00\n", "2021-02-06 19:08:27.333292\t总成交金额：\t6,620,536,993.59\n", "2021-02-06 19:08:27.333292\t总成交笔数：\t9237.0\n", "2021-02-06 19:08:27.333292\t日均盈亏：\t5,975.28\n", "2021-02-06 19:08:27.333292\t日均手续费：\t1,876.57\n", "2021-02-06 19:08:27.333292\t日均滑点：\t0.00\n", "2021-02-06 19:08:27.333292\t日均成交金额：\t1,876,569.44\n", "2021-02-06 19:08:27.333292\t日均成交笔数：\t2.618197278911565\n", "2021-02-06 19:08:27.333292\t日均收益率：\t0.01%\n", "2021-02-06 19:08:27.333292\t收益标准差：\t0.22%\n", "2021-02-06 19:08:27.333292\tSharpe Ratio：\t0.62\n", "2021-02-06 19:08:27.333292\t收益回撤比：\t4.11\n", "2021-02-06 19:08:27.333292\t策略统计指标计算完成\n", "0\n", "2021-02-06 19:08:27.334298\t开始加载历史数据\n", "2021-02-06 19:08:27.601292\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:08:27.868262\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:08:28.335292\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 19:08:28.545295\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 19:08:28.710265\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:08:28.870288\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:08:29.113289\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 19:08:29.306294\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 19:08:29.534293\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 19:08:29.703294\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 19:08:29.883295\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 19:08:30.150294\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:08:30.414262\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:08:30.587265\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 19:08:30.950265\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:08:31.243294\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:08:31.537294\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:08:31.830265\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 19:08:32.077292\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 19:08:32.260294\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 19:08:32.436294\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 19:08:32.686295\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 19:08:32.911294\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 19:08:33.100263\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 19:08:33.310292\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 19:08:33.499293\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 19:08:33.680295\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 19:08:33.951263\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 19:08:34.331264\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:08:34.524295\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 19:08:34.711292\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:08:34.932262\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:08:35.121292\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 19:08:35.295263\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 19:08:35.501262\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 19:08:35.741262\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:08:35.936292\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:08:36.233266\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 19:08:36.440262\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 19:08:36.655266\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 19:08:36.818292\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:08:36.983265\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 19:08:37.170265\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:08:37.170265\t所有历史数据加载完成\n", "2021-02-06 19:08:38.920292\t逐日盯市盈亏计算完成\n", "2021-02-06 19:08:38.920292\t开始计算策略统计指标\n", "2021-02-06 19:08:38.927262\t------------------------------\n", "2021-02-06 19:08:38.927262\t首个交易日：\t2006-01-03\n", "2021-02-06 19:08:38.927262\t最后交易日：\t2020-12-29\n", "2021-02-06 19:08:38.927262\t总交易日：\t3528\n", "2021-02-06 19:08:38.927262\t盈利交易日：\t1780\n", "2021-02-06 19:08:38.927262\t亏损交易日：\t1717\n", "2021-02-06 19:08:38.927262\t起始资金：\t50,000,000.00\n", "2021-02-06 19:08:38.927262\t结束资金：\t62,034,676.92\n", "2021-02-06 19:08:38.927262\t总收益率：\t24.07%\n", "2021-02-06 19:08:38.927262\t年化收益：\t1.64%\n", "2021-02-06 19:08:38.927262\t最大回撤: \t-6,537,178.62\n", "2021-02-06 19:08:38.927262\t百分比最大回撤: -9.77%\n", "2021-02-06 19:08:38.927262\t最长回撤天数: \t1263\n", "2021-02-06 19:08:38.927262\t总盈亏：\t12,034,676.92\n", "2021-02-06 19:08:38.927262\t总手续费：\t5,698,174.69\n", "2021-02-06 19:08:38.927262\t总滑点：\t0.00\n", "2021-02-06 19:08:38.927262\t总成交金额：\t5,698,174,690.31\n", "2021-02-06 19:08:38.927262\t总成交笔数：\t6372\n", "2021-02-06 19:08:38.927262\t日均盈亏：\t3,411.19\n", "2021-02-06 19:08:38.927262\t日均手续费：\t1,615.13\n", "2021-02-06 19:08:38.927262\t日均滑点：\t0.00\n", "2021-02-06 19:08:38.927262\t日均成交金额：\t1,615,128.88\n", "2021-02-06 19:08:38.927262\t日均成交笔数：\t1.8061224489795917\n", "2021-02-06 19:08:38.927262\t日均收益率：\t0.01%\n", "2021-02-06 19:08:38.927262\t收益标准差：\t0.25%\n", "2021-02-06 19:08:38.927262\tSharpe Ratio：\t0.38\n", "2021-02-06 19:08:38.927262\t收益回撤比：\t1.84\n", "2021-02-06 19:08:38.927262\t策略统计指标计算完成\n", "1\n", "2021-02-06 19:08:38.929263\t开始加载历史数据\n", "2021-02-06 19:08:39.214263\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:08:39.483265\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:08:39.730262\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 19:08:39.948294\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 19:08:40.113292\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:08:40.285263\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:08:40.542266\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 19:08:40.744265\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 19:08:40.989292\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 19:08:41.158297\tHC99.SHFE历史数据加载完成，数据量：1603\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "2021-02-06 19:08:41.352266\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 19:08:41.649294\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:08:41.918295\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:08:42.079296\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 19:08:42.353288\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:08:42.630262\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:08:42.894294\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:08:43.183294\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 19:08:43.431261\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 19:08:43.624266\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 19:08:43.804293\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 19:08:44.049263\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 19:08:44.273295\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 19:08:44.455262\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 19:08:44.664292\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 19:08:44.854295\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 19:08:45.038293\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 19:08:45.298294\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 19:08:45.561297\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:08:45.774287\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 19:08:45.989264\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:08:46.185294\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:08:46.591297\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 19:08:46.770292\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 19:08:46.963297\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 19:08:47.160265\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:08:47.370265\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:08:47.658261\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 19:08:47.824293\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 19:08:48.011292\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 19:08:48.172295\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:08:48.345265\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 19:08:48.509263\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:08:48.509263\t所有历史数据加载完成\n", "2021-02-06 19:08:50.103263\t逐日盯市盈亏计算完成\n", "2021-02-06 19:08:50.103263\t开始计算策略统计指标\n", "2021-02-06 19:08:50.109264\t------------------------------\n", "2021-02-06 19:08:50.109264\t首个交易日：\t2006-01-03\n", "2021-02-06 19:08:50.109264\t最后交易日：\t2020-12-29\n", "2021-02-06 19:08:50.109264\t总交易日：\t3528\n", "2021-02-06 19:08:50.109264\t盈利交易日：\t1775\n", "2021-02-06 19:08:50.109264\t亏损交易日：\t1723\n", "2021-02-06 19:08:50.109264\t起始资金：\t50,000,000.00\n", "2021-02-06 19:08:50.109264\t结束资金：\t66,326,877.54\n", "2021-02-06 19:08:50.109264\t总收益率：\t32.65%\n", "2021-02-06 19:08:50.109264\t年化收益：\t2.22%\n", "2021-02-06 19:08:50.109264\t最大回撤: \t-4,859,231.92\n", "2021-02-06 19:08:50.109264\t百分比最大回撤: -7.12%\n", "2021-02-06 19:08:50.109264\t最长回撤天数: \t1262\n", "2021-02-06 19:08:50.109264\t总盈亏：\t16,326,877.54\n", "2021-02-06 19:08:50.109264\t总手续费：\t5,620,812.64\n", "2021-02-06 19:08:50.109264\t总滑点：\t0.00\n", "2021-02-06 19:08:50.109264\t总成交金额：\t5,620,812,641.79\n", "2021-02-06 19:08:50.109264\t总成交笔数：\t6343\n", "2021-02-06 19:08:50.109264\t日均盈亏：\t4,627.80\n", "2021-02-06 19:08:50.109264\t日均手续费：\t1,593.20\n", "2021-02-06 19:08:50.109264\t日均滑点：\t0.00\n", "2021-02-06 19:08:50.109264\t日均成交金额：\t1,593,200.86\n", "2021-02-06 19:08:50.109264\t日均成交笔数：\t1.7979024943310657\n", "2021-02-06 19:08:50.110263\t日均收益率：\t0.01%\n", "2021-02-06 19:08:50.110263\t收益标准差：\t0.24%\n", "2021-02-06 19:08:50.110263\tSharpe Ratio：\t0.51\n", "2021-02-06 19:08:50.110263\t收益回撤比：\t3.36\n", "2021-02-06 19:08:50.110263\t策略统计指标计算完成\n", "2\n", "2021-02-06 19:08:50.114288\t开始加载历史数据\n", "2021-02-06 19:08:50.380262\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:08:50.869291\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:08:51.118297\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 19:08:51.322294\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 19:08:51.483266\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:08:51.660263\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:08:51.929265\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 19:08:52.132267\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 19:08:52.392294\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 19:08:52.599291\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 19:08:52.777295\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 19:08:53.050295\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:08:53.319266\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:08:53.480263\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 19:08:53.821263\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:08:54.086293\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:08:54.352261\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:08:54.646262\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 19:08:54.891262\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 19:08:55.083263\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 19:08:55.265266\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 19:08:55.524293\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 19:08:55.752288\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 19:08:55.924294\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 19:08:56.124293\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 19:08:56.308262\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 19:08:56.508265\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 19:08:56.807265\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 19:08:57.188265\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:08:57.391297\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 19:08:57.579298\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:08:57.782291\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:08:57.945297\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 19:08:58.128265\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 19:08:58.318295\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 19:08:58.502294\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:08:58.683292\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:08:58.932293\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 19:08:59.105298\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 19:08:59.312266\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 19:08:59.476292\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:08:59.631265\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 19:08:59.803295\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:08:59.803295\t所有历史数据加载完成\n", "2021-02-06 19:09:01.533262\t逐日盯市盈亏计算完成\n", "2021-02-06 19:09:01.534262\t开始计算策略统计指标\n", "2021-02-06 19:09:01.540294\t------------------------------\n", "2021-02-06 19:09:01.540294\t首个交易日：\t2006-01-03\n", "2021-02-06 19:09:01.540294\t最后交易日：\t2020-12-29\n", "2021-02-06 19:09:01.540294\t总交易日：\t3528\n", "2021-02-06 19:09:01.540294\t盈利交易日：\t1780\n", "2021-02-06 19:09:01.540294\t亏损交易日：\t1719\n", "2021-02-06 19:09:01.540294\t起始资金：\t50,000,000.00\n", "2021-02-06 19:09:01.540294\t结束资金：\t64,648,256.25\n", "2021-02-06 19:09:01.540294\t总收益率：\t29.30%\n", "2021-02-06 19:09:01.540294\t年化收益：\t1.99%\n", "2021-02-06 19:09:01.540294\t最大回撤: \t-4,786,287.71\n", "2021-02-06 19:09:01.540294\t百分比最大回撤: -8.43%\n", "2021-02-06 19:09:01.540294\t最长回撤天数: \t1666\n", "2021-02-06 19:09:01.540294\t总盈亏：\t14,648,256.25\n", "2021-02-06 19:09:01.540294\t总手续费：\t5,642,488.32\n", "2021-02-06 19:09:01.540294\t总滑点：\t0.00\n", "2021-02-06 19:09:01.540294\t总成交金额：\t5,642,488,319.23\n", "2021-02-06 19:09:01.540294\t总成交笔数：\t6382\n", "2021-02-06 19:09:01.540294\t日均盈亏：\t4,152.00\n", "2021-02-06 19:09:01.540294\t日均手续费：\t1,599.34\n", "2021-02-06 19:09:01.540294\t日均滑点：\t0.00\n", "2021-02-06 19:09:01.540294\t日均成交金额：\t1,599,344.76\n", "2021-02-06 19:09:01.540294\t日均成交笔数：\t1.8089569160997732\n", "2021-02-06 19:09:01.540294\t日均收益率：\t0.01%\n", "2021-02-06 19:09:01.540294\t收益标准差：\t0.26%\n", "2021-02-06 19:09:01.540294\tSharpe Ratio：\t0.44\n", "2021-02-06 19:09:01.540294\t收益回撤比：\t3.06\n", "2021-02-06 19:09:01.541264\t策略统计指标计算完成\n", "3\n", "2021-02-06 19:09:01.545295\t开始加载历史数据\n", "2021-02-06 19:09:01.825263\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:09:02.106292\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:09:02.372266\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 19:09:02.582294\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 19:09:02.742263\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:09:02.903264\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:09:03.152263\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 19:09:03.344262\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 19:09:03.601265\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 19:09:03.770293\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 19:09:03.944293\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 19:09:04.214294\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:09:04.480289\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:09:04.647292\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 19:09:04.918292\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:09:05.183294\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:09:05.450845\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:09:05.744789\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 19:09:05.987816\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 19:09:06.160818\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 19:09:06.336823\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 19:09:06.606789\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 19:09:06.833817\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 19:09:07.007819\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 19:09:07.213819\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 19:09:07.395816\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 19:09:07.598789\tI99.DCE历史数据加载完成，数据量：1703\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "2021-02-06 19:09:08.142823\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 19:09:08.455646\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:09:08.664614\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 19:09:08.856614\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:09:09.047646\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:09:09.212694\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 19:09:09.383707\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 19:09:09.591680\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 19:09:09.800675\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:09:09.994721\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:09:10.273551\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 19:09:10.456690\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 19:09:10.669836\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 19:09:10.849869\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:09:11.033868\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 19:09:11.195841\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:09:11.195841\t所有历史数据加载完成\n", "2021-02-06 19:09:13.011326\t逐日盯市盈亏计算完成\n", "2021-02-06 19:09:13.011326\t开始计算策略统计指标\n", "2021-02-06 19:09:13.017327\t------------------------------\n", "2021-02-06 19:09:13.017327\t首个交易日：\t2006-01-03\n", "2021-02-06 19:09:13.017327\t最后交易日：\t2020-12-29\n", "2021-02-06 19:09:13.017327\t总交易日：\t3528\n", "2021-02-06 19:09:13.017327\t盈利交易日：\t1801\n", "2021-02-06 19:09:13.017327\t亏损交易日：\t1699\n", "2021-02-06 19:09:13.017327\t起始资金：\t50,000,000.00\n", "2021-02-06 19:09:13.017327\t结束资金：\t66,551,896.17\n", "2021-02-06 19:09:13.017327\t总收益率：\t33.10%\n", "2021-02-06 19:09:13.017327\t年化收益：\t2.25%\n", "2021-02-06 19:09:13.017327\t最大回撤: \t-5,455,535.38\n", "2021-02-06 19:09:13.017327\t百分比最大回撤: -8.55%\n", "2021-02-06 19:09:13.017327\t最长回撤天数: \t381\n", "2021-02-06 19:09:13.017327\t总盈亏：\t16,551,896.17\n", "2021-02-06 19:09:13.017327\t总手续费：\t5,695,698.05\n", "2021-02-06 19:09:13.017327\t总滑点：\t0.00\n", "2021-02-06 19:09:13.017327\t总成交金额：\t5,695,698,048.70\n", "2021-02-06 19:09:13.017327\t总成交笔数：\t6347\n", "2021-02-06 19:09:13.017327\t日均盈亏：\t4,691.58\n", "2021-02-06 19:09:13.017327\t日均手续费：\t1,614.43\n", "2021-02-06 19:09:13.017327\t日均滑点：\t0.00\n", "2021-02-06 19:09:13.017327\t日均成交金额：\t1,614,426.88\n", "2021-02-06 19:09:13.017327\t日均成交笔数：\t1.7990362811791383\n", "2021-02-06 19:09:13.017327\t日均收益率：\t0.01%\n", "2021-02-06 19:09:13.017327\t收益标准差：\t0.25%\n", "2021-02-06 19:09:13.017327\tSharpe Ratio：\t0.50\n", "2021-02-06 19:09:13.017327\t收益回撤比：\t3.03\n", "2021-02-06 19:09:13.018326\t策略统计指标计算完成\n", "4\n", "2021-02-06 19:09:13.022326\t开始加载历史数据\n", "2021-02-06 19:09:13.300299\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:09:13.590326\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:09:13.837295\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 19:09:14.048979\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 19:09:14.203007\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:09:14.358974\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:09:14.616271\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 19:09:14.828242\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 19:09:15.092468\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 19:09:15.280074\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 19:09:15.521163\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 19:09:15.960627\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:09:16.316008\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:09:16.521592\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 19:09:16.849371\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:09:17.191166\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:09:17.507814\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:09:17.865527\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 19:09:18.153643\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 19:09:18.339857\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 19:09:18.574147\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 19:09:18.902676\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 19:09:19.182329\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 19:09:19.407427\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 19:09:19.648142\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 19:09:19.850913\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 19:09:20.033623\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 19:09:20.393065\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 19:09:21.020157\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:09:21.264333\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 19:09:21.489413\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:09:21.733737\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:09:21.937622\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 19:09:22.165895\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 19:09:22.498091\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 19:09:22.727623\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:09:22.941728\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:09:23.214176\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 19:09:23.415822\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 19:09:23.662639\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 19:09:23.875846\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:09:24.056106\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 19:09:24.240479\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:09:24.240479\t所有历史数据加载完成\n", "2021-02-06 19:09:26.218678\t逐日盯市盈亏计算完成\n", "2021-02-06 19:09:26.218678\t开始计算策略统计指标\n", "2021-02-06 19:09:26.225681\t------------------------------\n", "2021-02-06 19:09:26.225681\t首个交易日：\t2006-01-03\n", "2021-02-06 19:09:26.225681\t最后交易日：\t2020-12-29\n", "2021-02-06 19:09:26.225681\t总交易日：\t3528\n", "2021-02-06 19:09:26.225681\t盈利交易日：\t1805\n", "2021-02-06 19:09:26.225681\t亏损交易日：\t1696\n", "2021-02-06 19:09:26.225681\t起始资金：\t50,000,000.00\n", "2021-02-06 19:09:26.225681\t结束资金：\t67,391,324.94\n", "2021-02-06 19:09:26.225681\t总收益率：\t34.78%\n", "2021-02-06 19:09:26.225681\t年化收益：\t2.37%\n", "2021-02-06 19:09:26.225681\t最大回撤: \t-7,989,870.34\n", "2021-02-06 19:09:26.225681\t百分比最大回撤: -11.67%\n", "2021-02-06 19:09:26.225681\t最长回撤天数: \t662\n", "2021-02-06 19:09:26.225681\t总盈亏：\t17,391,324.94\n", "2021-02-06 19:09:26.225681\t总手续费：\t5,558,407.28\n", "2021-02-06 19:09:26.225681\t总滑点：\t0.00\n", "2021-02-06 19:09:26.225681\t总成交金额：\t5,558,407,276.74\n", "2021-02-06 19:09:26.225681\t总成交笔数：\t6348\n", "2021-02-06 19:09:26.225681\t日均盈亏：\t4,929.51\n", "2021-02-06 19:09:26.225681\t日均手续费：\t1,575.51\n", "2021-02-06 19:09:26.225681\t日均滑点：\t0.00\n", "2021-02-06 19:09:26.225681\t日均成交金额：\t1,575,512.27\n", "2021-02-06 19:09:26.225681\t日均成交笔数：\t1.7993197278911566\n", "2021-02-06 19:09:26.225681\t日均收益率：\t0.01%\n", "2021-02-06 19:09:26.225681\t收益标准差：\t0.24%\n", "2021-02-06 19:09:26.225681\tSharpe Ratio：\t0.55\n", "2021-02-06 19:09:26.225681\t收益回撤比：\t2.18\n", "2021-02-06 19:09:26.226680\t策略统计指标计算完成\n", "5\n", "2021-02-06 19:09:26.233146\t开始加载历史数据\n", "2021-02-06 19:09:26.545417\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:09:26.850925\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:09:27.145727\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 19:09:27.391975\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 19:09:27.593241\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:09:27.771464\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:09:28.114080\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 19:09:28.337605\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 19:09:28.631675\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 19:09:28.833678\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 19:09:29.078799\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 19:09:29.373508\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:09:29.696040\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:09:29.899348\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 19:09:30.234277\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:09:30.564617\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:09:30.884020\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:09:31.292349\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 19:09:31.613499\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 19:09:31.808429\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 19:09:31.994786\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 19:09:32.320813\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 19:09:32.581584\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 19:09:32.785311\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 19:09:33.005503\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 19:09:33.205339\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 19:09:33.407614\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 19:09:33.736651\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 19:09:34.040680\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:09:34.251939\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 19:09:34.482296\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:09:34.732536\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:09:35.237572\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 19:09:35.449056\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 19:09:35.685580\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 19:09:35.913254\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:09:36.115703\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:09:36.467382\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 19:09:36.678538\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 19:09:36.901970\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 19:09:37.086811\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:09:37.259593\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 19:09:37.445638\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:09:37.446639\t所有历史数据加载完成\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "2021-02-06 19:09:39.162969\t逐日盯市盈亏计算完成\n", "2021-02-06 19:09:39.163940\t开始计算策略统计指标\n", "2021-02-06 19:09:39.169602\t------------------------------\n", "2021-02-06 19:09:39.169602\t首个交易日：\t2006-01-03\n", "2021-02-06 19:09:39.169602\t最后交易日：\t2020-12-29\n", "2021-02-06 19:09:39.169602\t总交易日：\t3528\n", "2021-02-06 19:09:39.169602\t盈利交易日：\t1817\n", "2021-02-06 19:09:39.169602\t亏损交易日：\t1685\n", "2021-02-06 19:09:39.169602\t起始资金：\t50,000,000.00\n", "2021-02-06 19:09:39.169602\t结束资金：\t72,798,042.30\n", "2021-02-06 19:09:39.169602\t总收益率：\t45.60%\n", "2021-02-06 19:09:39.169602\t年化收益：\t3.10%\n", "2021-02-06 19:09:39.169602\t最大回撤: \t-6,884,942.93\n", "2021-02-06 19:09:39.169602\t百分比最大回撤: -9.43%\n", "2021-02-06 19:09:39.169602\t最长回撤天数: \t718\n", "2021-02-06 19:09:39.169602\t总盈亏：\t22,798,042.30\n", "2021-02-06 19:09:39.169602\t总手续费：\t5,567,479.84\n", "2021-02-06 19:09:39.169602\t总滑点：\t0.00\n", "2021-02-06 19:09:39.170603\t总成交金额：\t5,567,479,837.71\n", "2021-02-06 19:09:39.170603\t总成交笔数：\t6363\n", "2021-02-06 19:09:39.170603\t日均盈亏：\t6,462.03\n", "2021-02-06 19:09:39.170603\t日均手续费：\t1,578.08\n", "2021-02-06 19:09:39.170603\t日均滑点：\t0.00\n", "2021-02-06 19:09:39.170603\t日均成交金额：\t1,578,083.85\n", "2021-02-06 19:09:39.170603\t日均成交笔数：\t1.8035714285714286\n", "2021-02-06 19:09:39.170603\t日均收益率：\t0.01%\n", "2021-02-06 19:09:39.170603\t收益标准差：\t0.23%\n", "2021-02-06 19:09:39.170603\tSharpe Ratio：\t0.72\n", "2021-02-06 19:09:39.170603\t收益回撤比：\t3.31\n", "2021-02-06 19:09:39.170603\t策略统计指标计算完成\n", "6\n", "2021-02-06 19:09:39.177604\t开始加载历史数据\n", "2021-02-06 19:09:39.753627\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:09:40.053039\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:09:40.346662\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 19:09:40.577574\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 19:09:40.763659\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:09:40.953660\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:09:41.239552\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 19:09:41.436820\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 19:09:41.685133\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 19:09:41.869118\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 19:09:42.045360\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 19:09:42.333632\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:09:42.613823\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:09:42.778522\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 19:09:43.118728\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:09:43.400667\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:09:43.683672\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:09:43.963123\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 19:09:44.215608\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 19:09:44.397984\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 19:09:44.590562\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 19:09:44.854682\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 19:09:45.094475\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 19:09:45.287194\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 19:09:45.524337\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 19:09:45.723567\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 19:09:45.916227\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 19:09:46.314919\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 19:09:46.607668\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:09:46.854854\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 19:09:47.062752\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:09:47.264676\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:09:47.466234\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 19:09:47.678439\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 19:09:47.912607\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 19:09:48.131385\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:09:48.352483\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:09:48.640646\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 19:09:48.825596\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 19:09:49.036186\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 19:09:49.213736\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:09:49.382164\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 19:09:49.595447\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:09:49.595447\t所有历史数据加载完成\n", "2021-02-06 19:09:51.551493\t逐日盯市盈亏计算完成\n", "2021-02-06 19:09:51.551493\t开始计算策略统计指标\n", "2021-02-06 19:09:51.557492\t------------------------------\n", "2021-02-06 19:09:51.557492\t首个交易日：\t2006-01-03\n", "2021-02-06 19:09:51.557492\t最后交易日：\t2020-12-29\n", "2021-02-06 19:09:51.557492\t总交易日：\t3528\n", "2021-02-06 19:09:51.557492\t盈利交易日：\t1833\n", "2021-02-06 19:09:51.557492\t亏损交易日：\t1670\n", "2021-02-06 19:09:51.557492\t起始资金：\t50,000,000.00\n", "2021-02-06 19:09:51.557492\t结束资金：\t70,038,282.09\n", "2021-02-06 19:09:51.557492\t总收益率：\t40.08%\n", "2021-02-06 19:09:51.557492\t年化收益：\t2.73%\n", "2021-02-06 19:09:51.557492\t最大回撤: \t-9,417,058.64\n", "2021-02-06 19:09:51.557492\t百分比最大回撤: -12.57%\n", "2021-02-06 19:09:51.557492\t最长回撤天数: \t718\n", "2021-02-06 19:09:51.557492\t总盈亏：\t20,038,282.09\n", "2021-02-06 19:09:51.557492\t总手续费：\t5,550,253.67\n", "2021-02-06 19:09:51.558492\t总滑点：\t0.00\n", "2021-02-06 19:09:51.558492\t总成交金额：\t5,550,253,673.18\n", "2021-02-06 19:09:51.558492\t总成交笔数：\t6318\n", "2021-02-06 19:09:51.558492\t日均盈亏：\t5,679.79\n", "2021-02-06 19:09:51.558492\t日均手续费：\t1,573.20\n", "2021-02-06 19:09:51.558492\t日均滑点：\t0.00\n", "2021-02-06 19:09:51.558492\t日均成交金额：\t1,573,201.15\n", "2021-02-06 19:09:51.558492\t日均成交笔数：\t1.7908163265306123\n", "2021-02-06 19:09:51.558492\t日均收益率：\t0.01%\n", "2021-02-06 19:09:51.558492\t收益标准差：\t0.23%\n", "2021-02-06 19:09:51.558492\tSharpe Ratio：\t0.65\n", "2021-02-06 19:09:51.558492\t收益回撤比：\t2.13\n", "2021-02-06 19:09:51.558492\t策略统计指标计算完成\n", "7\n", "2021-02-06 19:09:51.564492\t开始加载历史数据\n", "2021-02-06 19:09:51.858570\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:09:52.160446\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:09:52.438169\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 19:09:52.654828\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 19:09:52.814726\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:09:52.989430\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:09:53.250664\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 19:09:53.465211\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 19:09:53.715433\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 19:09:53.915463\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 19:09:54.130274\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 19:09:54.435524\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:09:54.724406\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:09:54.917935\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 19:09:55.227778\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:09:55.531549\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:09:55.837268\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:09:56.123447\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 19:09:56.385623\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 19:09:56.566547\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 19:09:56.756549\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 19:09:57.027379\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 19:09:57.272684\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 19:09:57.455165\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 19:09:57.683630\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 19:09:57.872631\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 19:09:58.048600\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 19:09:58.323605\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 19:09:58.605471\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:09:59.053663\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 19:09:59.270526\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:09:59.491137\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:09:59.661700\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 19:09:59.852768\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 19:10:00.047525\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 19:10:00.245574\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:10:00.456878\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:10:00.726926\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 19:10:00.900630\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 19:10:01.096087\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 19:10:01.270550\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:10:01.434090\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 19:10:01.613103\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:10:01.613103\t所有历史数据加载完成\n", "2021-02-06 19:10:03.482617\t逐日盯市盈亏计算完成\n", "2021-02-06 19:10:03.483614\t开始计算策略统计指标\n", "2021-02-06 19:10:03.490644\t------------------------------\n", "2021-02-06 19:10:03.491610\t首个交易日：\t2006-01-03\n", "2021-02-06 19:10:03.491610\t最后交易日：\t2020-12-29\n", "2021-02-06 19:10:03.491610\t总交易日：\t3528\n", "2021-02-06 19:10:03.491610\t盈利交易日：\t1811\n", "2021-02-06 19:10:03.491610\t亏损交易日：\t1693\n", "2021-02-06 19:10:03.491610\t起始资金：\t50,000,000.00\n", "2021-02-06 19:10:03.491610\t结束资金：\t69,013,176.15\n", "2021-02-06 19:10:03.491610\t总收益率：\t38.03%\n", "2021-02-06 19:10:03.491610\t年化收益：\t2.59%\n", "2021-02-06 19:10:03.491610\t最大回撤: \t-5,891,078.84\n", "2021-02-06 19:10:03.491610\t百分比最大回撤: -8.51%\n", "2021-02-06 19:10:03.491610\t最长回撤天数: \t718\n", "2021-02-06 19:10:03.491610\t总盈亏：\t19,013,176.15\n", "2021-02-06 19:10:03.491610\t总手续费：\t5,549,303.40\n", "2021-02-06 19:10:03.491610\t总滑点：\t0.00\n", "2021-02-06 19:10:03.491610\t总成交金额：\t5,549,303,401.55\n", "2021-02-06 19:10:03.491610\t总成交笔数：\t6297\n", "2021-02-06 19:10:03.491610\t日均盈亏：\t5,389.22\n", "2021-02-06 19:10:03.491610\t日均手续费：\t1,572.93\n", "2021-02-06 19:10:03.491610\t日均滑点：\t0.00\n", "2021-02-06 19:10:03.492641\t日均成交金额：\t1,572,931.80\n", "2021-02-06 19:10:03.492641\t日均成交笔数：\t1.7848639455782314\n", "2021-02-06 19:10:03.492641\t日均收益率：\t0.01%\n", "2021-02-06 19:10:03.492641\t收益标准差：\t0.24%\n", "2021-02-06 19:10:03.492641\tSharpe Ratio：\t0.59\n", "2021-02-06 19:10:03.492641\t收益回撤比：\t3.23\n", "2021-02-06 19:10:03.492641\t策略统计指标计算完成\n", "8\n", "2021-02-06 19:10:03.497640\t开始加载历史数据\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "2021-02-06 19:10:03.795818\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:10:04.094692\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:10:04.377253\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 19:10:04.611630\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 19:10:04.778106\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:10:04.958238\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:10:05.215144\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 19:10:05.410726\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 19:10:05.677907\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 19:10:05.854588\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 19:10:06.053239\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 19:10:06.347021\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:10:06.653645\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:10:06.886541\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 19:10:07.209554\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:10:07.524286\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:10:07.846561\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:10:08.163700\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 19:10:08.495163\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 19:10:08.676681\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 19:10:08.908579\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 19:10:09.186253\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 19:10:09.439447\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 19:10:09.628421\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 19:10:09.851539\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 19:10:10.069632\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 19:10:10.256476\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 19:10:10.581018\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 19:10:10.872664\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:10:11.099807\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 19:10:11.313790\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:10:11.539662\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:10:12.008529\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 19:10:12.222030\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 19:10:12.423631\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 19:10:12.646466\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:10:12.860542\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:10:13.138942\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 19:10:13.330013\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 19:10:13.560489\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 19:10:13.758427\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:10:13.926463\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 19:10:14.107516\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:10:14.107516\t所有历史数据加载完成\n", "2021-02-06 19:10:15.956666\t逐日盯市盈亏计算完成\n", "2021-02-06 19:10:15.957674\t开始计算策略统计指标\n", "2021-02-06 19:10:15.966639\t------------------------------\n", "2021-02-06 19:10:15.966639\t首个交易日：\t2006-01-03\n", "2021-02-06 19:10:15.966639\t最后交易日：\t2020-12-29\n", "2021-02-06 19:10:15.966639\t总交易日：\t3528\n", "2021-02-06 19:10:15.966639\t盈利交易日：\t1818\n", "2021-02-06 19:10:15.966639\t亏损交易日：\t1687\n", "2021-02-06 19:10:15.966639\t起始资金：\t50,000,000.00\n", "2021-02-06 19:10:15.966639\t结束资金：\t67,654,273.19\n", "2021-02-06 19:10:15.966639\t总收益率：\t35.31%\n", "2021-02-06 19:10:15.966639\t年化收益：\t2.40%\n", "2021-02-06 19:10:15.966639\t最大回撤: \t-6,159,671.55\n", "2021-02-06 19:10:15.966639\t百分比最大回撤: -9.31%\n", "2021-02-06 19:10:15.966639\t最长回撤天数: \t718\n", "2021-02-06 19:10:15.967639\t总盈亏：\t17,654,273.19\n", "2021-02-06 19:10:15.967639\t总手续费：\t5,557,940.83\n", "2021-02-06 19:10:15.967639\t总滑点：\t0.00\n", "2021-02-06 19:10:15.967639\t总成交金额：\t5,557,940,829.21\n", "2021-02-06 19:10:15.967639\t总成交笔数：\t6311\n", "2021-02-06 19:10:15.967639\t日均盈亏：\t5,004.05\n", "2021-02-06 19:10:15.967639\t日均手续费：\t1,575.38\n", "2021-02-06 19:10:15.967639\t日均滑点：\t0.00\n", "2021-02-06 19:10:15.967639\t日均成交金额：\t1,575,380.05\n", "2021-02-06 19:10:15.967639\t日均成交笔数：\t1.7888321995464853\n", "2021-02-06 19:10:15.967639\t日均收益率：\t0.01%\n", "2021-02-06 19:10:15.967639\t收益标准差：\t0.25%\n", "2021-02-06 19:10:15.967639\tSharpe Ratio：\t0.54\n", "2021-02-06 19:10:15.967639\t收益回撤比：\t2.87\n", "2021-02-06 19:10:15.967639\t策略统计指标计算完成\n", "9\n", "2021-02-06 19:10:15.974657\t开始加载历史数据\n", "2021-02-06 19:10:16.312012\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:10:16.860548\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:10:17.167386\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 19:10:17.413088\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 19:10:17.601536\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:10:17.792659\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:10:18.062548\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 19:10:18.269113\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 19:10:18.536591\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 19:10:18.733683\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 19:10:18.940056\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 19:10:19.231672\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:10:19.510444\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:10:19.685989\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 19:10:20.050455\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:10:20.385123\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:10:20.695089\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:10:20.993639\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 19:10:21.270122\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 19:10:21.456236\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 19:10:21.654593\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 19:10:21.918692\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 19:10:22.163933\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 19:10:22.336400\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 19:10:22.551703\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 19:10:22.758535\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 19:10:22.935564\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 19:10:23.209206\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 19:10:23.567509\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:10:23.768496\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 19:10:23.966075\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:10:24.186664\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:10:24.355704\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 19:10:24.533845\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 19:10:24.740337\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 19:10:24.933410\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:10:25.123569\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:10:25.381156\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 19:10:25.556665\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 19:10:25.768469\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 19:10:25.944544\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:10:26.109536\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 19:10:26.278953\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:10:26.278953\t所有历史数据加载完成\n", "2021-02-06 19:10:28.010832\t逐日盯市盈亏计算完成\n", "2021-02-06 19:10:28.010832\t开始计算策略统计指标\n", "2021-02-06 19:10:28.017833\t------------------------------\n", "2021-02-06 19:10:28.017833\t首个交易日：\t2006-01-03\n", "2021-02-06 19:10:28.017833\t最后交易日：\t2020-12-29\n", "2021-02-06 19:10:28.017833\t总交易日：\t3528\n", "2021-02-06 19:10:28.017833\t盈利交易日：\t1832\n", "2021-02-06 19:10:28.017833\t亏损交易日：\t1674\n", "2021-02-06 19:10:28.017833\t起始资金：\t50,000,000.00\n", "2021-02-06 19:10:28.017833\t结束资金：\t72,490,239.80\n", "2021-02-06 19:10:28.017833\t总收益率：\t44.98%\n", "2021-02-06 19:10:28.017833\t年化收益：\t3.06%\n", "2021-02-06 19:10:28.017833\t最大回撤: \t-5,667,260.11\n", "2021-02-06 19:10:28.017833\t百分比最大回撤: -8.04%\n", "2021-02-06 19:10:28.017833\t最长回撤天数: \t681\n", "2021-02-06 19:10:28.017833\t总盈亏：\t22,490,239.80\n", "2021-02-06 19:10:28.017833\t总手续费：\t5,475,107.85\n", "2021-02-06 19:10:28.017833\t总滑点：\t0.00\n", "2021-02-06 19:10:28.017833\t总成交金额：\t5,475,107,847.23\n", "2021-02-06 19:10:28.017833\t总成交笔数：\t6291\n", "2021-02-06 19:10:28.017833\t日均盈亏：\t6,374.78\n", "2021-02-06 19:10:28.017833\t日均手续费：\t1,551.90\n", "2021-02-06 19:10:28.017833\t日均滑点：\t0.00\n", "2021-02-06 19:10:28.017833\t日均成交金额：\t1,551,901.32\n", "2021-02-06 19:10:28.017833\t日均成交笔数：\t1.7831632653061225\n", "2021-02-06 19:10:28.017833\t日均收益率：\t0.01%\n", "2021-02-06 19:10:28.017833\t收益标准差：\t0.23%\n", "2021-02-06 19:10:28.017833\tSharpe Ratio：\t0.70\n", "2021-02-06 19:10:28.019859\t收益回撤比：\t3.97\n", "2021-02-06 19:10:28.019859\t策略统计指标计算完成\n", "10\n", "2021-02-06 19:10:28.024832\t开始加载历史数据\n", "2021-02-06 19:10:28.304004\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:10:28.572609\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:10:28.844924\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 19:10:29.056164\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 19:10:29.220984\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:10:29.388640\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:10:29.651424\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 19:10:29.847678\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 19:10:30.105782\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 19:10:30.275382\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 19:10:30.483336\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 19:10:30.769061\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:10:31.046308\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:10:31.209006\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 19:10:31.499289\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:10:31.773891\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:10:32.057537\tM99.DCE历史数据加载完成，数据量：3528\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "2021-02-06 19:10:32.328698\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 19:10:32.599424\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 19:10:32.788406\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 19:10:32.978493\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 19:10:33.242632\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 19:10:33.489995\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 19:10:33.666539\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 19:10:33.898210\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 19:10:34.091968\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 19:10:34.269614\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 19:10:34.549726\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 19:10:34.828585\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:10:35.037328\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 19:10:35.241296\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:10:35.689722\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:10:35.861722\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 19:10:36.066502\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 19:10:36.276679\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 19:10:36.465339\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:10:36.661459\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:10:36.950879\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 19:10:37.146654\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 19:10:37.338643\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 19:10:37.505672\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:10:37.699403\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 19:10:37.890089\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:10:37.891065\t所有历史数据加载完成\n", "2021-02-06 19:10:39.666498\t逐日盯市盈亏计算完成\n", "2021-02-06 19:10:39.666498\t开始计算策略统计指标\n", "2021-02-06 19:10:39.674496\t------------------------------\n", "2021-02-06 19:10:39.674496\t首个交易日：\t2006-01-03\n", "2021-02-06 19:10:39.674496\t最后交易日：\t2020-12-29\n", "2021-02-06 19:10:39.674496\t总交易日：\t3528\n", "2021-02-06 19:10:39.674496\t盈利交易日：\t1838\n", "2021-02-06 19:10:39.674496\t亏损交易日：\t1669\n", "2021-02-06 19:10:39.674496\t起始资金：\t50,000,000.00\n", "2021-02-06 19:10:39.674496\t结束资金：\t74,570,440.98\n", "2021-02-06 19:10:39.674496\t总收益率：\t49.14%\n", "2021-02-06 19:10:39.674496\t年化收益：\t3.34%\n", "2021-02-06 19:10:39.674496\t最大回撤: \t-5,500,774.13\n", "2021-02-06 19:10:39.674496\t百分比最大回撤: -7.33%\n", "2021-02-06 19:10:39.675496\t最长回撤天数: \t426\n", "2021-02-06 19:10:39.675496\t总盈亏：\t24,570,440.98\n", "2021-02-06 19:10:39.675496\t总手续费：\t5,482,628.23\n", "2021-02-06 19:10:39.675496\t总滑点：\t0.00\n", "2021-02-06 19:10:39.675496\t总成交金额：\t5,482,628,226.39\n", "2021-02-06 19:10:39.675496\t总成交笔数：\t6316\n", "2021-02-06 19:10:39.675496\t日均盈亏：\t6,964.41\n", "2021-02-06 19:10:39.675496\t日均手续费：\t1,554.03\n", "2021-02-06 19:10:39.675496\t日均滑点：\t0.00\n", "2021-02-06 19:10:39.675496\t日均成交金额：\t1,554,032.94\n", "2021-02-06 19:10:39.675496\t日均成交笔数：\t1.790249433106576\n", "2021-02-06 19:10:39.675496\t日均收益率：\t0.01%\n", "2021-02-06 19:10:39.675496\t收益标准差：\t0.23%\n", "2021-02-06 19:10:39.675496\tSharpe Ratio：\t0.77\n", "2021-02-06 19:10:39.675496\t收益回撤比：\t4.47\n", "2021-02-06 19:10:39.676496\t策略统计指标计算完成\n", "11\n", "2021-02-06 19:10:39.682467\t开始加载历史数据\n", "2021-02-06 19:10:40.214349\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:10:40.515241\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:10:40.794455\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 19:10:41.015466\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 19:10:41.191453\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:10:41.353144\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:10:41.621310\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 19:10:41.833611\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 19:10:42.093386\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 19:10:42.275413\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 19:10:42.467508\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 19:10:42.742113\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:10:43.047951\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:10:43.216006\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 19:10:43.587363\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:10:43.879889\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:10:44.163365\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:10:44.463727\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 19:10:44.724568\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 19:10:44.913412\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 19:10:45.097834\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 19:10:45.355593\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 19:10:45.605603\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 19:10:45.781910\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 19:10:46.011136\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 19:10:46.202399\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 19:10:46.383367\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 19:10:46.682939\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 19:10:47.095798\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:10:47.297472\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 19:10:47.495048\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:10:47.696420\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:10:47.874009\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 19:10:48.054736\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 19:10:48.282237\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 19:10:48.493857\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:10:48.690664\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:10:48.970302\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 19:10:49.153308\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 19:10:49.348405\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 19:10:49.536377\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:10:49.716240\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 19:10:49.913188\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:10:49.914190\t所有历史数据加载完成\n", "2021-02-06 19:10:51.681921\t逐日盯市盈亏计算完成\n", "2021-02-06 19:10:51.681921\t开始计算策略统计指标\n", "2021-02-06 19:10:51.688924\t------------------------------\n", "2021-02-06 19:10:51.688924\t首个交易日：\t2006-01-03\n", "2021-02-06 19:10:51.688924\t最后交易日：\t2020-12-29\n", "2021-02-06 19:10:51.688924\t总交易日：\t3528\n", "2021-02-06 19:10:51.688924\t盈利交易日：\t1791\n", "2021-02-06 19:10:51.688924\t亏损交易日：\t1702\n", "2021-02-06 19:10:51.688924\t起始资金：\t50,000,000.00\n", "2021-02-06 19:10:51.688924\t结束资金：\t66,980,945.42\n", "2021-02-06 19:10:51.688924\t总收益率：\t33.96%\n", "2021-02-06 19:10:51.688924\t年化收益：\t2.31%\n", "2021-02-06 19:10:51.688924\t最大回撤: \t-9,077,772.52\n", "2021-02-06 19:10:51.688924\t百分比最大回撤: -12.73%\n", "2021-02-06 19:10:51.688924\t最长回撤天数: \t883\n", "2021-02-06 19:10:51.689931\t总盈亏：\t16,980,945.42\n", "2021-02-06 19:10:51.689931\t总手续费：\t5,537,197.27\n", "2021-02-06 19:10:51.689931\t总滑点：\t0.00\n", "2021-02-06 19:10:51.689931\t总成交金额：\t5,537,197,274.66\n", "2021-02-06 19:10:51.689931\t总成交笔数：\t6325\n", "2021-02-06 19:10:51.689931\t日均盈亏：\t4,813.19\n", "2021-02-06 19:10:51.689931\t日均手续费：\t1,569.50\n", "2021-02-06 19:10:51.689931\t日均滑点：\t0.00\n", "2021-02-06 19:10:51.689931\t日均成交金额：\t1,569,500.36\n", "2021-02-06 19:10:51.689931\t日均成交笔数：\t1.7928004535147393\n", "2021-02-06 19:10:51.689931\t日均收益率：\t0.01%\n", "2021-02-06 19:10:51.689931\t收益标准差：\t0.24%\n", "2021-02-06 19:10:51.689931\tSharpe Ratio：\t0.54\n", "2021-02-06 19:10:51.689931\t收益回撤比：\t1.87\n", "2021-02-06 19:10:51.689931\t策略统计指标计算完成\n", "12\n", "2021-02-06 19:10:51.694895\t开始加载历史数据\n", "2021-02-06 19:10:52.007370\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:10:52.300235\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:10:52.552397\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 19:10:52.761793\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 19:10:52.922438\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:10:53.087462\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:10:53.351383\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 19:10:53.560220\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 19:10:53.794348\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 19:10:53.988965\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 19:10:54.176305\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 19:10:54.473390\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:10:54.757898\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:10:54.922439\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 19:10:55.266091\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:10:55.551139\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:10:55.831098\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:10:56.131618\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 19:10:56.383401\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 19:10:56.559914\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 19:10:56.737508\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 19:10:56.996265\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 19:10:57.224899\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 19:10:57.413218\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 19:10:57.627391\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 19:10:57.824422\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 19:10:58.006298\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 19:10:58.300479\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 19:10:58.596889\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:10:58.795926\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 19:10:59.231671\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:10:59.427330\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:10:59.596704\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 19:10:59.790389\tJR99.CZCE历史数据加载完成，数据量：1683\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "2021-02-06 19:10:59.997448\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 19:11:00.191314\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:11:00.391739\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:11:00.679927\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 19:11:00.862581\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 19:11:01.081290\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 19:11:01.282288\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:11:01.510129\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 19:11:01.700973\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:11:01.700973\t所有历史数据加载完成\n", "2021-02-06 19:11:03.693315\t逐日盯市盈亏计算完成\n", "2021-02-06 19:11:03.694310\t开始计算策略统计指标\n", "2021-02-06 19:11:03.702341\t------------------------------\n", "2021-02-06 19:11:03.702341\t首个交易日：\t2006-01-03\n", "2021-02-06 19:11:03.702341\t最后交易日：\t2020-12-29\n", "2021-02-06 19:11:03.702341\t总交易日：\t3528\n", "2021-02-06 19:11:03.702341\t盈利交易日：\t1796\n", "2021-02-06 19:11:03.702341\t亏损交易日：\t1698\n", "2021-02-06 19:11:03.702341\t起始资金：\t50,000,000.00\n", "2021-02-06 19:11:03.702341\t结束资金：\t65,227,498.96\n", "2021-02-06 19:11:03.702341\t总收益率：\t30.45%\n", "2021-02-06 19:11:03.702341\t年化收益：\t2.07%\n", "2021-02-06 19:11:03.702341\t最大回撤: \t-10,169,176.54\n", "2021-02-06 19:11:03.702341\t百分比最大回撤: -13.99%\n", "2021-02-06 19:11:03.702341\t最长回撤天数: \t1086\n", "2021-02-06 19:11:03.702341\t总盈亏：\t15,227,498.96\n", "2021-02-06 19:11:03.702341\t总手续费：\t5,629,891.29\n", "2021-02-06 19:11:03.702341\t总滑点：\t0.00\n", "2021-02-06 19:11:03.702341\t总成交金额：\t5,629,891,291.86\n", "2021-02-06 19:11:03.702341\t总成交笔数：\t6358\n", "2021-02-06 19:11:03.702341\t日均盈亏：\t4,316.18\n", "2021-02-06 19:11:03.702341\t日均手续费：\t1,595.77\n", "2021-02-06 19:11:03.702341\t日均滑点：\t0.00\n", "2021-02-06 19:11:03.702341\t日均成交金额：\t1,595,774.18\n", "2021-02-06 19:11:03.702341\t日均成交笔数：\t1.8021541950113378\n", "2021-02-06 19:11:03.702341\t日均收益率：\t0.01%\n", "2021-02-06 19:11:03.702341\t收益标准差：\t0.23%\n", "2021-02-06 19:11:03.702341\tSharpe Ratio：\t0.50\n", "2021-02-06 19:11:03.702341\t收益回撤比：\t1.50\n", "2021-02-06 19:11:03.703340\t策略统计指标计算完成\n", "13\n", "2021-02-06 19:11:03.708314\t开始加载历史数据\n", "2021-02-06 19:11:04.062597\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:11:04.396539\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:11:04.715994\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 19:11:04.962444\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 19:11:05.141883\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:11:05.315809\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:11:05.608024\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 19:11:05.830496\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 19:11:06.094785\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 19:11:06.302205\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 19:11:06.511630\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 19:11:06.791305\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:11:07.076582\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:11:07.244826\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 19:11:07.534829\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:11:07.810339\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:11:08.088990\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:11:08.367998\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 19:11:08.632246\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 19:11:08.805930\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 19:11:08.984439\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 19:11:09.234222\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 19:11:09.481864\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 19:11:09.658679\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 19:11:09.871668\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 19:11:10.060445\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 19:11:10.255066\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 19:11:10.537677\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 19:11:10.825403\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:11:11.048352\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 19:11:11.251354\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:11:11.447387\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:11:11.619371\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 19:11:12.065392\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 19:11:12.259900\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 19:11:12.477474\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:11:12.681390\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:11:12.952428\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 19:11:13.142970\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 19:11:13.326836\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 19:11:13.500223\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:11:13.665180\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 19:11:13.829173\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:11:13.829173\t所有历史数据加载完成\n", "2021-02-06 19:11:15.465520\t逐日盯市盈亏计算完成\n", "2021-02-06 19:11:15.466511\t开始计算策略统计指标\n", "2021-02-06 19:11:15.473526\t------------------------------\n", "2021-02-06 19:11:15.473526\t首个交易日：\t2006-01-03\n", "2021-02-06 19:11:15.473526\t最后交易日：\t2020-12-29\n", "2021-02-06 19:11:15.473526\t总交易日：\t3528\n", "2021-02-06 19:11:15.473526\t盈利交易日：\t1777\n", "2021-02-06 19:11:15.473526\t亏损交易日：\t1718\n", "2021-02-06 19:11:15.473526\t起始资金：\t50,000,000.00\n", "2021-02-06 19:11:15.473526\t结束资金：\t64,993,867.40\n", "2021-02-06 19:11:15.473526\t总收益率：\t29.99%\n", "2021-02-06 19:11:15.473526\t年化收益：\t2.04%\n", "2021-02-06 19:11:15.473526\t最大回撤: \t-9,621,692.82\n", "2021-02-06 19:11:15.473526\t百分比最大回撤: -13.46%\n", "2021-02-06 19:11:15.473526\t最长回撤天数: \t1180\n", "2021-02-06 19:11:15.473526\t总盈亏：\t14,993,867.40\n", "2021-02-06 19:11:15.473526\t总手续费：\t5,713,593.20\n", "2021-02-06 19:11:15.473526\t总滑点：\t0.00\n", "2021-02-06 19:11:15.473526\t总成交金额：\t5,713,593,200.11\n", "2021-02-06 19:11:15.473526\t总成交笔数：\t6317\n", "2021-02-06 19:11:15.473526\t日均盈亏：\t4,249.96\n", "2021-02-06 19:11:15.473526\t日均手续费：\t1,619.50\n", "2021-02-06 19:11:15.473526\t日均滑点：\t0.00\n", "2021-02-06 19:11:15.473526\t日均成交金额：\t1,619,499.21\n", "2021-02-06 19:11:15.473526\t日均成交笔数：\t1.7905328798185942\n", "2021-02-06 19:11:15.473526\t日均收益率：\t0.01%\n", "2021-02-06 19:11:15.473526\t收益标准差：\t0.25%\n", "2021-02-06 19:11:15.473526\tSharpe Ratio：\t0.46\n", "2021-02-06 19:11:15.473526\t收益回撤比：\t1.56\n", "2021-02-06 19:11:15.474520\t策略统计指标计算完成\n", "14\n", "2021-02-06 19:11:15.479490\t开始加载历史数据\n", "2021-02-06 19:11:15.795718\tCU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:11:16.112317\tAL99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:11:16.631933\tZN99.SHFE历史数据加载完成，数据量：3243\n", "2021-02-06 19:11:16.855218\tPB99.SHFE历史数据加载完成，数据量：2302\n", "2021-02-06 19:11:17.038222\tNI99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:11:17.211240\tSN99.SHFE历史数据加载完成，数据量：1363\n", "2021-02-06 19:11:17.469831\tAU99.SHFE历史数据加载完成，数据量：3054\n", "2021-02-06 19:11:17.709457\tAG99.SHFE历史数据加载完成，数据量：2038\n", "2021-02-06 19:11:17.976289\tRB99.SHFE历史数据加载完成，数据量：2770\n", "2021-02-06 19:11:18.184296\tHC99.SHFE历史数据加载完成，数据量：1603\n", "2021-02-06 19:11:18.368584\tBU99.SHFE历史数据加载完成，数据量：1710\n", "2021-02-06 19:11:18.710500\tRU99.SHFE历史数据加载完成，数据量：3528\n", "2021-02-06 19:11:19.019500\tC99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:11:19.203668\tCS99.DCE历史数据加载完成，数据量：1424\n", "2021-02-06 19:11:19.497236\tA99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:11:19.864862\tB99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:11:20.170226\tM99.DCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:11:20.467242\tY99.DCE历史数据加载完成，数据量：3525\n", "2021-02-06 19:11:20.755768\tP99.DCE历史数据加载完成，数据量：3103\n", "2021-02-06 19:11:20.959327\tBB99.DCE历史数据加载完成，数据量：1669\n", "2021-02-06 19:11:21.150843\tJD99.DCE历史数据加载完成，数据量：1689\n", "2021-02-06 19:11:21.419444\tL99.DCE历史数据加载完成，数据量：3160\n", "2021-02-06 19:11:21.655369\tV99.DCE历史数据加载完成，数据量：2732\n", "2021-02-06 19:11:21.836303\tPP99.DCE历史数据加载完成，数据量：1618\n", "2021-02-06 19:11:22.053417\tJ99.DCE历史数据加载完成，数据量：2289\n", "2021-02-06 19:11:22.270421\tJM99.DCE历史数据加载完成，数据量：1834\n", "2021-02-06 19:11:22.535462\tI99.DCE历史数据加载完成，数据量：1703\n", "2021-02-06 19:11:22.854051\tSR99.CZCE历史数据加载完成，数据量：3526\n", "2021-02-06 19:11:23.232303\tCF99.CZCE历史数据加载完成，数据量：3528\n", "2021-02-06 19:11:23.508298\tPM99.CZCE历史数据加载完成，数据量：2108\n", "2021-02-06 19:11:23.718525\tWH99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:11:23.931431\tRI99.CZCE历史数据加载完成，数据量：1988\n", "2021-02-06 19:11:24.115818\tLR99.CZCE历史数据加载完成，数据量：1532\n", "2021-02-06 19:11:24.302317\tJR99.CZCE历史数据加载完成，数据量：1683\n", "2021-02-06 19:11:24.508805\tOI99.CZCE历史数据加载完成，数据量：1994\n", "2021-02-06 19:11:24.733807\tRS99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:11:24.928902\tRM99.CZCE历史数据加载完成，数据量：1884\n", "2021-02-06 19:11:25.195440\tTA99.CZCE历史数据加载完成，数据量：3303\n", "2021-02-06 19:11:25.361466\tMA99.CZCE历史数据加载完成，数据量：1547\n", "2021-02-06 19:11:25.550843\tFG99.CZCE历史数据加载完成，数据量：1902\n", "2021-02-06 19:11:25.727744\tSF99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:11:25.885814\tZC99.CZCE历史数据加载完成，数据量：1331\n", "2021-02-06 19:11:26.071343\tSM99.CZCE历史数据加载完成，数据量：1510\n", "2021-02-06 19:11:26.071343\t所有历史数据加载完成\n", "2021-02-06 19:11:27.857259\t逐日盯市盈亏计算完成\n", "2021-02-06 19:11:27.858229\t开始计算策略统计指标\n", "2021-02-06 19:11:27.864258\t------------------------------\n", "2021-02-06 19:11:27.864258\t首个交易日：\t2006-01-03\n", "2021-02-06 19:11:27.864258\t最后交易日：\t2020-12-29\n", "2021-02-06 19:11:27.864258\t总交易日：\t3528\n", "2021-02-06 19:11:27.864258\t盈利交易日：\t1792\n", "2021-02-06 19:11:27.864258\t亏损交易日：\t1704\n", "2021-02-06 19:11:27.864258\t起始资金：\t50,000,000.00\n", "2021-02-06 19:11:27.864258\t结束资金：\t60,643,460.35\n", "2021-02-06 19:11:27.864258\t总收益率：\t21.29%\n", "2021-02-06 19:11:27.864258\t年化收益：\t1.45%\n", "2021-02-06 19:11:27.864258\t最大回撤: \t-7,886,774.85\n", "2021-02-06 19:11:27.864258\t百分比最大回撤: -12.23%\n", "2021-02-06 19:11:27.864258\t最长回撤天数: \t703\n", "2021-02-06 19:11:27.864258\t总盈亏：\t10,643,460.35\n", "2021-02-06 19:11:27.864258\t总手续费：\t5,693,291.46\n", "2021-02-06 19:11:27.864258\t总滑点：\t0.00\n", "2021-02-06 19:11:27.864258\t总成交金额：\t5,693,291,460.39\n", "2021-02-06 19:11:27.864258\t总成交笔数：\t6364\n", "2021-02-06 19:11:27.864258\t日均盈亏：\t3,016.85\n", "2021-02-06 19:11:27.864258\t日均手续费：\t1,613.74\n", "2021-02-06 19:11:27.864258\t日均滑点：\t0.00\n", "2021-02-06 19:11:27.864258\t日均成交金额：\t1,613,744.75\n", "2021-02-06 19:11:27.864258\t日均成交笔数：\t1.8038548752834467\n", "2021-02-06 19:11:27.864258\t日均收益率：\t0.01%\n", "2021-02-06 19:11:27.864258\t收益标准差：\t0.26%\n", "2021-02-06 19:11:27.864258\tSharpe Ratio：\t0.33\n", "2021-02-06 19:11:27.864258\t收益回撤比：\t1.35\n", "2021-02-06 19:11:27.865228\t策略统计指标计算完成\n", "2021-02-06 19:11:27.870261\t开始计算策略统计指标\n", "2021-02-06 19:11:27.877229\t------------------------------\n", "2021-02-06 19:11:27.877229\t首个交易日：\t2006-01-03\n", "2021-02-06 19:11:27.877229\t最后交易日：\t2020-12-29\n", "2021-02-06 19:11:27.877229\t总交易日：\t3528\n", "2021-02-06 19:11:27.877229\t盈利交易日：\t1832\n", "2021-02-06 19:11:27.877229\t亏损交易日：\t1675\n", "2021-02-06 19:11:27.877229\t起始资金：\t50,000,000.00\n", "2021-02-06 19:11:27.877229\t结束资金：\t67,424,217.23\n", "2021-02-06 19:11:27.877229\t总收益率：\t34.85%\n", "2021-02-06 19:11:27.877229\t年化收益：\t2.37%\n", "2021-02-06 19:11:27.877229\t最大回撤: \t-6,320,353.41\n", "2021-02-06 19:11:27.877229\t百分比最大回撤: -9.14%\n", "2021-02-06 19:11:27.877229\t最长回撤天数: \t707\n", "2021-02-06 19:11:27.877229\t总盈亏：\t17,424,217.23\n", "2021-02-06 19:11:27.877229\t总手续费：\t5,598,151.20\n", "2021-02-06 19:11:27.877229\t总滑点：\t0.00\n", "2021-02-06 19:11:27.877229\t总成交金额：\t5,598,151,201.27\n", "2021-02-06 19:11:27.877229\t总成交笔数：\t6336.799999999999\n", "2021-02-06 19:11:27.877229\t日均盈亏：\t4,938.84\n", "2021-02-06 19:11:27.877229\t日均手续费：\t1,586.78\n", "2021-02-06 19:11:27.877229\t日均滑点：\t0.00\n", "2021-02-06 19:11:27.877229\t日均成交金额：\t1,586,777.55\n", "2021-02-06 19:11:27.877229\t日均成交笔数：\t1.7961451247165532\n", "2021-02-06 19:11:27.877229\t日均收益率：\t0.01%\n", "2021-02-06 19:11:27.877229\t收益标准差：\t0.21%\n", "2021-02-06 19:11:27.877229\tSharpe Ratio：\t0.52\n", "2021-02-06 19:11:27.877229\t收益回撤比：\t2.76\n", "2021-02-06 19:11:27.877229\t策略统计指标计算完成\n" ] } ], "source": [ "results = []\n", "for setting in all_settings:\n", " result=optimize(\n", " op_setting.target_name,\n", " all_vt_symbols,\n", " return10_strategy.Return10Strategy,\n", " setting=setting, \n", " )\n", " results.append(result)" ] }, { "cell_type": "code", "execution_count": 48, "metadata": {}, "outputs": [ { "ename": "NameError", "evalue": "name 'results' is not defined", "output_type": "error", "traceback": [ "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", "\u001b[1;31mNameError\u001b[0m Traceback (most recent call last)", "\u001b[1;32m\u001b[0m in \u001b[0;36m\u001b[1;34m\u001b[0m\n\u001b[1;32m----> 1\u001b[1;33m \u001b[0mresults\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m", "\u001b[1;31mNameError\u001b[0m: name 'results' is not defined" ] } ], "source": [] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "参数：{'return_period': 10, 'holding_period': 10}, 目标：0.7634195546349473\n", "参数：{'return_period': 5, 'holding_period': 15}, 目标：0.7554029409566378\n", "参数：{'return_period': 15, 'holding_period': 10}, 目标：0.7376291001363258\n", "参数：{'return_period': 15, 'holding_period': 5}, 目标：0.7235409338941688\n", "参数：{'return_period': 5, 'holding_period': 10}, 目标：0.700655064060142\n", "参数：{'return_period': 10, 'holding_period': 15}, 目标：0.6874902258172957\n", "参数：{'return_period': 10, 'holding_period': 5}, 目标：0.6729012411770096\n", "参数：{'return_period': 20, 'holding_period': 10}, 目标：0.6244952933050354\n", "参数：{'return_period': 20, 'holding_period': 5}, 目标：0.6193573636915239\n", "参数：{'return_period': 15, 'holding_period': 15}, 目标：0.6088586392809364\n", "参数：{'return_period': 20, 'holding_period': 15}, 目标：0.5240460486473384\n", "参数：{'return_period': 5, 'holding_period': 5}, 目标：-0.05290945203557836\n" ] } ], "source": [ "return_periods = []\n", "holding_periods = []\n", "rates = []\n", "results.sort(reverse=True, key=lambda result: result[1])\n", "for value in results:\n", " msg = f\"参数：{value[0]}, 目标：{value[1]}\"\n", " print(msg)\n", " return_periods.append(eval(value[0])[\"return_period\"])\n", " holding_periods.append(eval(value[0])[\"holding_period\"])\n", " rates.append(value[1])" ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "df = pd.DataFrame()\n", "df[\"R\"] = return_periods\n", "df[\"H\"] = holding_periods\n", "df[\"sharpe\"] = rates\n", "df_wide=df.pivot_table( index='R', columns='H', values='sharpe' )\n", "sns.heatmap( df_wide, cmap=\"YlGnBu\", annot=True)\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "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": "3.7.1" } }, "nbformat": 4, "nbformat_minor": 2 }