backtrader指标篇.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "import backtrader as bt\n",
    "import pandas as pd\n",
    "import numpy as np\n",
    "import datetime\n",
    "from copy import deepcopy"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 一、读取日度行情表\n",
    "\n",
    "表内字段就是 Backtrader 默认情况下要求输入的 7 个字段： 'datetime' 、'open'、'high'、'low'、'close'、'volume'、'openinterest'，外加一个 'sec_code' 股票代码字段。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>datetime</th>\n",
       "      <th>sec_code</th>\n",
       "      <th>open</th>\n",
       "      <th>high</th>\n",
       "      <th>low</th>\n",
       "      <th>close</th>\n",
       "      <th>volume</th>\n",
       "      <th>openinterest</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2019-01-02</td>\n",
       "      <td>600466.SH</td>\n",
       "      <td>33.064891</td>\n",
       "      <td>33.496709</td>\n",
       "      <td>31.954503</td>\n",
       "      <td>32.386321</td>\n",
       "      <td>10629352</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>2019-01-02</td>\n",
       "      <td>603228.SH</td>\n",
       "      <td>50.660230</td>\n",
       "      <td>51.458513</td>\n",
       "      <td>50.394136</td>\n",
       "      <td>51.120778</td>\n",
       "      <td>426147</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>2019-01-02</td>\n",
       "      <td>600315.SH</td>\n",
       "      <td>148.258423</td>\n",
       "      <td>150.480132</td>\n",
       "      <td>148.258423</td>\n",
       "      <td>149.558935</td>\n",
       "      <td>2138556</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>2019-01-02</td>\n",
       "      <td>000750.SZ</td>\n",
       "      <td>49.512579</td>\n",
       "      <td>53.154883</td>\n",
       "      <td>48.715825</td>\n",
       "      <td>51.561375</td>\n",
       "      <td>227557612</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>2019-01-02</td>\n",
       "      <td>002588.SZ</td>\n",
       "      <td>36.608672</td>\n",
       "      <td>36.608672</td>\n",
       "      <td>35.669988</td>\n",
       "      <td>35.763857</td>\n",
       "      <td>2841517</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>255967</th>\n",
       "      <td>2021-01-28</td>\n",
       "      <td>600717.SH</td>\n",
       "      <td>121.489201</td>\n",
       "      <td>122.011736</td>\n",
       "      <td>120.705400</td>\n",
       "      <td>120.966667</td>\n",
       "      <td>6022213</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>255968</th>\n",
       "      <td>2021-01-28</td>\n",
       "      <td>300558.SZ</td>\n",
       "      <td>134.155888</td>\n",
       "      <td>137.600704</td>\n",
       "      <td>130.700970</td>\n",
       "      <td>131.569750</td>\n",
       "      <td>5330301</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>255969</th>\n",
       "      <td>2021-01-28</td>\n",
       "      <td>600171.SH</td>\n",
       "      <td>39.774873</td>\n",
       "      <td>39.830040</td>\n",
       "      <td>38.864630</td>\n",
       "      <td>38.947380</td>\n",
       "      <td>12354183</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>255970</th>\n",
       "      <td>2021-01-28</td>\n",
       "      <td>600597.SH</td>\n",
       "      <td>47.190201</td>\n",
       "      <td>49.243025</td>\n",
       "      <td>46.250355</td>\n",
       "      <td>46.423484</td>\n",
       "      <td>32409940</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>255971</th>\n",
       "      <td>2021-01-28</td>\n",
       "      <td>600584.SH</td>\n",
       "      <td>204.725839</td>\n",
       "      <td>210.226650</td>\n",
       "      <td>199.225028</td>\n",
       "      <td>199.799026</td>\n",
       "      <td>68831481</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>255972 rows × 8 columns</p>\n",
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       "         datetime   sec_code        open        high         low       close  \\\n",
       "0      2019-01-02  600466.SH   33.064891   33.496709   31.954503   32.386321   \n",
       "1      2019-01-02  603228.SH   50.660230   51.458513   50.394136   51.120778   \n",
       "2      2019-01-02  600315.SH  148.258423  150.480132  148.258423  149.558935   \n",
       "3      2019-01-02  000750.SZ   49.512579   53.154883   48.715825   51.561375   \n",
       "4      2019-01-02  002588.SZ   36.608672   36.608672   35.669988   35.763857   \n",
       "...           ...        ...         ...         ...         ...         ...   \n",
       "255967 2021-01-28  600717.SH  121.489201  122.011736  120.705400  120.966667   \n",
       "255968 2021-01-28  300558.SZ  134.155888  137.600704  130.700970  131.569750   \n",
       "255969 2021-01-28  600171.SH   39.774873   39.830040   38.864630   38.947380   \n",
       "255970 2021-01-28  600597.SH   47.190201   49.243025   46.250355   46.423484   \n",
       "255971 2021-01-28  600584.SH  204.725839  210.226650  199.225028  199.799026   \n",
       "\n",
       "           volume  openinterest  \n",
       "0        10629352             0  \n",
       "1          426147             0  \n",
       "2         2138556             0  \n",
       "3       227557612             0  \n",
       "4         2841517             0  \n",
       "...           ...           ...  \n",
       "255967    6022213             0  \n",
       "255968    5330301             0  \n",
       "255969   12354183             0  \n",
       "255970   32409940             0  \n",
       "255971   68831481             0  \n",
       "\n",
       "[255972 rows x 8 columns]"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "daily_price = pd.read_csv(\"./data/daily_price.csv\", parse_dates=['datetime'])\n",
    "daily_price"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>open</th>\n",
       "      <th>high</th>\n",
       "      <th>low</th>\n",
       "      <th>close</th>\n",
       "      <th>volume</th>\n",
       "      <th>openinterest</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>datetime</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>2019-01-02</th>\n",
       "      <td>50.660230</td>\n",
       "      <td>51.458513</td>\n",
       "      <td>50.394136</td>\n",
       "      <td>51.120778</td>\n",
       "      <td>426147</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-01-03</th>\n",
       "      <td>50.609059</td>\n",
       "      <td>51.049137</td>\n",
       "      <td>50.107573</td>\n",
       "      <td>50.639762</td>\n",
       "      <td>492071</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-01-04</th>\n",
       "      <td>50.199683</td>\n",
       "      <td>51.171950</td>\n",
       "      <td>49.278588</td>\n",
       "      <td>50.455543</td>\n",
       "      <td>665486</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-01-07</th>\n",
       "      <td>50.864918</td>\n",
       "      <td>51.417575</td>\n",
       "      <td>50.353199</td>\n",
       "      <td>50.967262</td>\n",
       "      <td>689444</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-01-08</th>\n",
       "      <td>51.110544</td>\n",
       "      <td>52.174920</td>\n",
       "      <td>50.250855</td>\n",
       "      <td>50.527183</td>\n",
       "      <td>931211</td>\n",
       "      <td>0</td>\n",
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       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
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       "    <tr>\n",
       "      <th>2021-01-22</th>\n",
       "      <td>59.955312</td>\n",
       "      <td>59.955312</td>\n",
       "      <td>57.478496</td>\n",
       "      <td>58.174461</td>\n",
       "      <td>6410959</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2021-01-25</th>\n",
       "      <td>58.113052</td>\n",
       "      <td>58.133522</td>\n",
       "      <td>57.110045</td>\n",
       "      <td>57.498966</td>\n",
       "      <td>3445027</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2021-01-26</th>\n",
       "      <td>57.498966</td>\n",
       "      <td>57.498966</td>\n",
       "      <td>54.305716</td>\n",
       "      <td>55.124498</td>\n",
       "      <td>7340180</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2021-01-27</th>\n",
       "      <td>55.595298</td>\n",
       "      <td>55.943280</td>\n",
       "      <td>54.960742</td>\n",
       "      <td>55.595298</td>\n",
       "      <td>2665407</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2021-01-28</th>\n",
       "      <td>55.206376</td>\n",
       "      <td>55.840932</td>\n",
       "      <td>54.612759</td>\n",
       "      <td>54.919803</td>\n",
       "      <td>2372181</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
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       "</table>\n",
       "<p>506 rows × 6 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                 open       high        low      close   volume  openinterest\n",
       "datetime                                                                     \n",
       "2019-01-02  50.660230  51.458513  50.394136  51.120778   426147             0\n",
       "2019-01-03  50.609059  51.049137  50.107573  50.639762   492071             0\n",
       "2019-01-04  50.199683  51.171950  49.278588  50.455543   665486             0\n",
       "2019-01-07  50.864918  51.417575  50.353199  50.967262   689444             0\n",
       "2019-01-08  51.110544  52.174920  50.250855  50.527183   931211             0\n",
       "...               ...        ...        ...        ...      ...           ...\n",
       "2021-01-22  59.955312  59.955312  57.478496  58.174461  6410959             0\n",
       "2021-01-25  58.113052  58.133522  57.110045  57.498966  3445027             0\n",
       "2021-01-26  57.498966  57.498966  54.305716  55.124498  7340180             0\n",
       "2021-01-27  55.595298  55.943280  54.960742  55.595298  2665407             0\n",
       "2021-01-28  55.206376  55.840932  54.612759  54.919803  2372181             0\n",
       "\n",
       "[506 rows x 6 columns]"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# 筛选 600466.SH 和 603228.SH 2只股票的数据集\n",
    "data1 = daily_price.query(f\"sec_code=='600466.SH'\").set_index('datetime').drop(columns=['sec_code'])\n",
    "data2 = daily_price.query(f\"sec_code=='603228.SH'\").set_index('datetime').drop(columns=['sec_code'])\n",
    "data2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "# 导入指标库\n",
    "import backtrader.indicators as btind # 导入策略分析模块"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 一、 建议在 __init__() 中提前计算指标"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "class MyStrategy(bt.Strategy):\n",
    "\t# 先在 __init__ 中提前算好指标\n",
    "    def __init__(self):\n",
    "        sma1 = btind.SimpleMovingAverage(self.data)\n",
    "        ema1 = btind.ExponentialMovingAverage()\n",
    "        close_over_sma = self.data.close > sma1\n",
    "        close_over_ema = self.data.close > ema1\n",
    "        sma_ema_diff = sma1 - ema1\n",
    "        # 生成交易信号\n",
    "        buy_sig = bt.And(close_over_sma, close_over_ema, sma_ema_diff > 0)\n",
    "    # 在 next 中直接调用计算好的指标\n",
    "    def next(self):\n",
    "        if buy_sig:\n",
    "            self.buy()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 二、计算指标时的各种简写形式"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "collapsed": true,
    "jupyter": {
     "outputs_hidden": true
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "datetime 2019-01-08\n",
      "sma1 array('d', [nan, nan, 33.015540696])\n",
      "sma2 array('d', [nan, nan, 33.015540696])\n",
      "sma3 array('d', [nan, nan, 33.015540696])\n",
      "sma4 array('d', [nan, nan, 33.015540696])\n",
      "datetime 2019-01-09\n",
      "sma1 array('d', [nan, 33.015540696, 33.286968908])\n",
      "sma2 array('d', [nan, 33.015540696, 33.286968908])\n",
      "sma3 array('d', [nan, 33.015540696, 33.286968908])\n",
      "sma4 array('d', [nan, 33.015540696, 33.286968908])\n",
      "datetime 2019-01-10\n",
      "sma1 array('d', [33.015540696, 33.286968908, 33.62008535])\n",
      "sma2 array('d', [33.015540696, 33.286968908, 33.62008535])\n",
      "sma3 array('d', [33.015540696, 33.286968908, 33.62008535])\n",
      "sma4 array('d', [33.015540696, 33.286968908, 33.62008535])\n",
      "datetime 2019-01-11\n",
      "sma1 array('d', [33.286968908, 33.62008535, 33.546059473999996])\n",
      "sma2 array('d', [33.286968908, 33.62008535, 33.546059473999996])\n",
      "sma3 array('d', [33.286968908, 33.62008535, 33.546059473999996])\n",
      "sma4 array('d', [33.286968908, 33.62008535, 33.546059473999996])\n",
      "datetime 2019-01-14\n",
      "sma1 array('d', [33.62008535, 33.546059473999996, 33.323981845999995])\n",
      "sma2 array('d', [33.62008535, 33.546059473999996, 33.323981845999995])\n",
      "sma3 array('d', [33.62008535, 33.546059473999996, 33.323981845999995])\n",
      "sma4 array('d', [33.62008535, 33.546059473999996, 33.323981845999995])\n",
      "datetime 2019-01-15\n",
      "sma1 array('d', [33.546059473999996, 33.323981845999995, 33.18826774])\n",
      "sma2 array('d', [33.546059473999996, 33.323981845999995, 33.18826774])\n",
      "sma3 array('d', [33.546059473999996, 33.323981845999995, 33.18826774])\n",
      "sma4 array('d', [33.546059473999996, 33.323981845999995, 33.18826774])\n",
      "datetime 2019-01-16\n",
      "sma1 array('d', [33.323981845999995, 33.18826774, 32.966190112])\n",
      "sma2 array('d', [33.323981845999995, 33.18826774, 32.966190112])\n",
      "sma3 array('d', [33.323981845999995, 33.18826774, 32.966190112])\n",
      "sma4 array('d', [33.323981845999995, 33.18826774, 32.966190112])\n",
      "datetime 2019-01-17\n",
      "sma1 array('d', [33.18826774, 32.966190112, 32.682424254])\n",
      "sma2 array('d', [33.18826774, 32.966190112, 32.682424254])\n",
      "sma3 array('d', [33.18826774, 32.966190112, 32.682424254])\n",
      "sma4 array('d', [33.18826774, 32.966190112, 32.682424254])\n",
      "datetime 2019-01-18\n",
      "sma1 array('d', [32.966190112, 32.682424254, 32.608398378])\n",
      "sma2 array('d', [32.966190112, 32.682424254, 32.608398378])\n",
      "sma3 array('d', [32.966190112, 32.682424254, 32.608398378])\n",
      "sma4 array('d', [32.966190112, 32.682424254, 32.608398378])\n",
      "datetime 2019-01-21\n",
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      "sma3 array('d', [41.148556184, 41.649740972000004, 42.138074868000004])\n",
      "sma4 array('d', [41.148556184, 41.649740972000004, 42.138074868000004])\n",
      "datetime 2019-11-22\n",
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      "datetime 2019-11-25\n",
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      "datetime 2020-07-09\n",
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      "sma4 array('d', [34.957775735999995, 34.809249072, 34.620215136])\n",
      "datetime 2020-12-08\n",
      "sma1 array('d', [34.809249072, 34.620215136, 34.377171504])\n",
      "sma2 array('d', [34.809249072, 34.620215136, 34.377171504])\n",
      "sma3 array('d', [34.809249072, 34.620215136, 34.377171504])\n",
      "sma4 array('d', [34.809249072, 34.620215136, 34.377171504])\n",
      "datetime 2020-12-09\n",
      "sma1 array('d', [34.620215136, 34.377171504, 34.080118176])\n",
      "sma2 array('d', [34.620215136, 34.377171504, 34.080118176])\n",
      "sma3 array('d', [34.620215136, 34.377171504, 34.080118176])\n",
      "sma4 array('d', [34.620215136, 34.377171504, 34.080118176])\n",
      "datetime 2020-12-10\n",
      "sma1 array('d', [34.377171504, 34.080118176, 33.850576968])\n",
      "sma2 array('d', [34.377171504, 34.080118176, 33.850576968])\n",
      "sma3 array('d', [34.377171504, 34.080118176, 33.850576968])\n",
      "sma4 array('d', [34.377171504, 34.080118176, 33.850576968])\n",
      "datetime 2020-12-11\n",
      "sma1 array('d', [34.080118176, 33.850576968, 33.607533336])\n",
      "sma2 array('d', [34.080118176, 33.850576968, 33.607533336])\n",
      "sma3 array('d', [34.080118176, 33.850576968, 33.607533336])\n",
      "sma4 array('d', [34.080118176, 33.850576968, 33.607533336])\n",
      "datetime 2020-12-14\n",
      "sma1 array('d', [33.850576968, 33.607533336, 33.513016368])\n",
      "sma2 array('d', [33.850576968, 33.607533336, 33.513016368])\n",
      "sma3 array('d', [33.850576968, 33.607533336, 33.513016368])\n",
      "sma4 array('d', [33.850576968, 33.607533336, 33.513016368])\n",
      "datetime 2020-12-15\n",
      "sma1 array('d', [33.607533336, 33.513016368, 33.377992128])\n",
      "sma2 array('d', [33.607533336, 33.513016368, 33.377992128])\n",
      "sma3 array('d', [33.607533336, 33.513016368, 33.377992128])\n",
      "sma4 array('d', [33.607533336, 33.513016368, 33.377992128])\n",
      "datetime 2020-12-16\n",
      "sma1 array('d', [33.513016368, 33.377992128, 33.242967887999995])\n",
      "sma2 array('d', [33.513016368, 33.377992128, 33.242967887999995])\n",
      "sma3 array('d', [33.513016368, 33.377992128, 33.242967887999995])\n",
      "sma4 array('d', [33.513016368, 33.377992128, 33.242967887999995])\n",
      "datetime 2020-12-17\n",
      "sma1 array('d', [33.377992128, 33.242967887999995, 33.121446072000005])\n",
      "sma2 array('d', [33.377992128, 33.242967887999995, 33.121446072000005])\n",
      "sma3 array('d', [33.377992128, 33.242967887999995, 33.121446072000005])\n",
      "sma4 array('d', [33.377992128, 33.242967887999995, 33.121446072000005])\n",
      "datetime 2020-12-18\n",
      "sma1 array('d', [33.242967887999995, 33.121446072000005, 32.999924256])\n",
      "sma2 array('d', [33.242967887999995, 33.121446072000005, 32.999924256])\n",
      "sma3 array('d', [33.242967887999995, 33.121446072000005, 32.999924256])\n",
      "sma4 array('d', [33.242967887999995, 33.121446072000005, 32.999924256])\n",
      "datetime 2020-12-21\n",
      "sma1 array('d', [33.121446072000005, 32.999924256, 32.824392744])\n",
      "sma2 array('d', [33.121446072000005, 32.999924256, 32.824392744])\n",
      "sma3 array('d', [33.121446072000005, 32.999924256, 32.824392744])\n",
      "sma4 array('d', [33.121446072000005, 32.999924256, 32.824392744])\n",
      "datetime 2020-12-22\n",
      "sma1 array('d', [32.999924256, 32.824392744, 32.60835396])\n",
      "sma2 array('d', [32.999924256, 32.824392744, 32.60835396])\n",
      "sma3 array('d', [32.999924256, 32.824392744, 32.60835396])\n",
      "sma4 array('d', [32.999924256, 32.824392744, 32.60835396])\n",
      "datetime 2020-12-23\n",
      "sma1 array('d', [32.824392744, 32.60835396, 32.419320024])\n",
      "sma2 array('d', [32.824392744, 32.60835396, 32.419320024])\n",
      "sma3 array('d', [32.824392744, 32.60835396, 32.419320024])\n",
      "sma4 array('d', [32.824392744, 32.60835396, 32.419320024])\n",
      "datetime 2020-12-24\n",
      "sma1 array('d', [32.60835396, 32.419320024, 32.068257])\n",
      "sma2 array('d', [32.60835396, 32.419320024, 32.068257])\n",
      "sma3 array('d', [32.60835396, 32.419320024, 32.068257])\n",
      "sma4 array('d', [32.60835396, 32.419320024, 32.068257])\n",
      "datetime 2020-12-25\n",
      "sma1 array('d', [32.419320024, 32.068257, 31.811710943999998])\n",
      "sma2 array('d', [32.419320024, 32.068257, 31.811710943999998])\n",
      "sma3 array('d', [32.419320024, 32.068257, 31.811710943999998])\n",
      "sma4 array('d', [32.419320024, 32.068257, 31.811710943999998])\n",
      "datetime 2020-12-28\n",
      "sma1 array('d', [32.068257, 31.811710943999998, 31.52816004])\n",
      "sma2 array('d', [32.068257, 31.811710943999998, 31.52816004])\n",
      "sma3 array('d', [32.068257, 31.811710943999998, 31.52816004])\n",
      "sma4 array('d', [32.068257, 31.811710943999998, 31.52816004])\n",
      "datetime 2020-12-29\n",
      "sma1 array('d', [31.811710943999998, 31.52816004, 31.420140648])\n",
      "sma2 array('d', [31.811710943999998, 31.52816004, 31.420140648])\n",
      "sma3 array('d', [31.811710943999998, 31.52816004, 31.420140648])\n",
      "sma4 array('d', [31.811710943999998, 31.52816004, 31.420140648])\n",
      "datetime 2020-12-30\n",
      "sma1 array('d', [31.52816004, 31.420140648, 31.339126104])\n",
      "sma2 array('d', [31.52816004, 31.420140648, 31.339126104])\n",
      "sma3 array('d', [31.52816004, 31.420140648, 31.339126104])\n",
      "sma4 array('d', [31.52816004, 31.420140648, 31.339126104])\n",
      "datetime 2020-12-31\n",
      "sma1 array('d', [31.420140648, 31.339126104, 31.352628528000004])\n",
      "sma2 array('d', [31.420140648, 31.339126104, 31.352628528000004])\n",
      "sma3 array('d', [31.420140648, 31.339126104, 31.352628528000004])\n",
      "sma4 array('d', [31.420140648, 31.339126104, 31.352628528000004])\n",
      "datetime 2021-01-04\n",
      "sma1 array('d', [31.339126104, 31.352628528000004, 31.109584896])\n",
      "sma2 array('d', [31.339126104, 31.352628528000004, 31.109584896])\n",
      "sma3 array('d', [31.339126104, 31.352628528000004, 31.109584896])\n",
      "sma4 array('d', [31.339126104, 31.352628528000004, 31.109584896])\n",
      "datetime 2021-01-05\n",
      "sma1 array('d', [31.352628528000004, 31.109584896, 30.907048536])\n",
      "sma2 array('d', [31.352628528000004, 31.109584896, 30.907048536])\n",
      "sma3 array('d', [31.352628528000004, 31.109584896, 30.907048536])\n",
      "sma4 array('d', [31.352628528000004, 31.109584896, 30.907048536])\n",
      "datetime 2021-01-06\n",
      "sma1 array('d', [31.109584896, 30.907048536, 30.596492784])\n",
      "sma2 array('d', [31.109584896, 30.907048536, 30.596492784])\n",
      "sma3 array('d', [31.109584896, 30.907048536, 30.596492784])\n",
      "sma4 array('d', [31.109584896, 30.907048536, 30.596492784])\n",
      "datetime 2021-01-07\n",
      "sma1 array('d', [30.907048536, 30.596492784, 30.258932184000003])\n",
      "sma2 array('d', [30.907048536, 30.596492784, 30.258932184000003])\n",
      "sma3 array('d', [30.907048536, 30.596492784, 30.258932184000003])\n",
      "sma4 array('d', [30.907048536, 30.596492784, 30.258932184000003])\n",
      "datetime 2021-01-08\n",
      "sma1 array('d', [30.596492784, 30.258932184000003, 30.002386128])\n",
      "sma2 array('d', [30.596492784, 30.258932184000003, 30.002386128])\n",
      "sma3 array('d', [30.596492784, 30.258932184000003, 30.002386128])\n",
      "sma4 array('d', [30.596492784, 30.258932184000003, 30.002386128])\n",
      "datetime 2021-01-11\n",
      "sma1 array('d', [30.258932184000003, 30.002386128, 29.921371584000003])\n",
      "sma2 array('d', [30.258932184000003, 30.002386128, 29.921371584000003])\n",
      "sma3 array('d', [30.258932184000003, 30.002386128, 29.921371584000003])\n",
      "sma4 array('d', [30.258932184000003, 30.002386128, 29.921371584000003])\n",
      "datetime 2021-01-12\n",
      "sma1 array('d', [30.002386128, 29.921371584000003, 29.826854616000002])\n",
      "sma2 array('d', [30.002386128, 29.921371584000003, 29.826854616000002])\n",
      "sma3 array('d', [30.002386128, 29.921371584000003, 29.826854616000002])\n",
      "sma4 array('d', [30.002386128, 29.921371584000003, 29.826854616000002])\n",
      "datetime 2021-01-13\n",
      "sma1 array('d', [29.921371584000003, 29.826854616000002, 29.799849768])\n",
      "sma2 array('d', [29.921371584000003, 29.826854616000002, 29.799849768])\n",
      "sma3 array('d', [29.921371584000003, 29.826854616000002, 29.799849768])\n",
      "sma4 array('d', [29.921371584000003, 29.826854616000002, 29.799849768])\n",
      "datetime 2021-01-14\n",
      "sma1 array('d', [29.826854616000002, 29.799849768, 29.921371584000003])\n",
      "sma2 array('d', [29.826854616000002, 29.799849768, 29.921371584000003])\n",
      "sma3 array('d', [29.826854616000002, 29.799849768, 29.921371584000003])\n",
      "sma4 array('d', [29.826854616000002, 29.799849768, 29.921371584000003])\n",
      "datetime 2021-01-15\n",
      "sma1 array('d', [29.799849768, 29.921371584000003, 30.015888552])\n",
      "sma2 array('d', [29.799849768, 29.921371584000003, 30.015888552])\n",
      "sma3 array('d', [29.799849768, 29.921371584000003, 30.015888552])\n",
      "sma4 array('d', [29.799849768, 29.921371584000003, 30.015888552])\n",
      "datetime 2021-01-18\n",
      "sma1 array('d', [29.921371584000003, 30.015888552, 30.177917639999997])\n",
      "sma2 array('d', [29.921371584000003, 30.015888552, 30.177917639999997])\n",
      "sma3 array('d', [29.921371584000003, 30.015888552, 30.177917639999997])\n",
      "sma4 array('d', [29.921371584000003, 30.015888552, 30.177917639999997])\n",
      "datetime 2021-01-19\n",
      "sma1 array('d', [30.015888552, 30.177917639999997, 30.474970968])\n",
      "sma2 array('d', [30.015888552, 30.177917639999997, 30.474970968])\n",
      "sma3 array('d', [30.015888552, 30.177917639999997, 30.474970968])\n",
      "sma4 array('d', [30.015888552, 30.177917639999997, 30.474970968])\n",
      "datetime 2021-01-20\n",
      "sma1 array('d', [30.177917639999997, 30.474970968, 30.609995207999997])\n",
      "sma2 array('d', [30.177917639999997, 30.474970968, 30.609995207999997])\n",
      "sma3 array('d', [30.177917639999997, 30.474970968, 30.609995207999997])\n",
      "sma4 array('d', [30.177917639999997, 30.474970968, 30.609995207999997])\n",
      "datetime 2021-01-21\n",
      "sma1 array('d', [30.474970968, 30.609995207999997, 30.582990360000004])\n",
      "sma2 array('d', [30.474970968, 30.609995207999997, 30.582990360000004])\n",
      "sma3 array('d', [30.474970968, 30.609995207999997, 30.582990360000004])\n",
      "sma4 array('d', [30.474970968, 30.609995207999997, 30.582990360000004])\n",
      "datetime 2021-01-22\n",
      "sma1 array('d', [30.609995207999997, 30.582990360000004, 30.44796612])\n",
      "sma2 array('d', [30.609995207999997, 30.582990360000004, 30.44796612])\n",
      "sma3 array('d', [30.609995207999997, 30.582990360000004, 30.44796612])\n",
      "sma4 array('d', [30.609995207999997, 30.582990360000004, 30.44796612])\n",
      "datetime 2021-01-25\n",
      "sma1 array('d', [30.582990360000004, 30.44796612, 30.150912792000003])\n",
      "sma2 array('d', [30.582990360000004, 30.44796612, 30.150912792000003])\n",
      "sma3 array('d', [30.582990360000004, 30.44796612, 30.150912792000003])\n",
      "sma4 array('d', [30.582990360000004, 30.44796612, 30.150912792000003])\n",
      "datetime 2021-01-26\n",
      "sma1 array('d', [30.44796612, 30.150912792000003, 29.678327952])\n",
      "sma2 array('d', [30.44796612, 30.150912792000003, 29.678327952])\n",
      "sma3 array('d', [30.44796612, 30.150912792000003, 29.678327952])\n",
      "sma4 array('d', [30.44796612, 30.150912792000003, 29.678327952])\n",
      "datetime 2021-01-27\n",
      "sma1 array('d', [30.150912792000003, 29.678327952, 29.340767352])\n",
      "sma2 array('d', [30.150912792000003, 29.678327952, 29.340767352])\n",
      "sma3 array('d', [30.150912792000003, 29.678327952, 29.340767352])\n",
      "sma4 array('d', [30.150912792000003, 29.678327952, 29.340767352])\n",
      "datetime 2021-01-28\n",
      "sma1 array('d', [29.678327952, 29.340767352, 29.0302116])\n",
      "sma2 array('d', [29.678327952, 29.340767352, 29.0302116])\n",
      "sma3 array('d', [29.678327952, 29.340767352, 29.0302116])\n",
      "sma4 array('d', [29.678327952, 29.340767352, 29.0302116])\n"
     ]
    }
   ],
   "source": [
    "class TestStrategy(bt.Strategy):\n",
    "    def __init__(self):\n",
    "        # 最简方式：直接省略指向的数据集\n",
    "        self.sma1 = btind.SimpleMovingAverage(period=5)\n",
    "        # 只指定第一个数据表格\n",
    "        self.sma2 = btind.SMA(self.data, period=5)\n",
    "        # 指定第一个数据表格的close 线\n",
    "        self.sma3 = btind.SMA(self.data.close, period=5)\n",
    "        # 完整写法\n",
    "        self.sma4 = btind.SMA(self.datas[0].lines[0], period=5)\n",
    "        # 指标函数也支持简写 SimpleMovingAverage → SMA\n",
    "        \n",
    "    def next(self):\n",
    "        # 提取当前时间点\n",
    "        print('datetime', self.datas[0].datetime.date(0))\n",
    "        # 打印当日、昨日、前日的均线\n",
    "        print('sma1',self.sma1.get(ago=0, size=3))\n",
    "        print('sma2',self.sma2.get(ago=0, size=3))\n",
    "        print('sma3',self.sma3.get(ago=0, size=3))\n",
    "        print('sma4',self.sma4.get(ago=0, size=3))\n",
    "        \n",
    "cerebro = bt.Cerebro()\n",
    "st_date = datetime.datetime(2019,1,2)\n",
    "end_date = datetime.datetime(2021,1,28)\n",
    "datafeed1 = bt.feeds.PandasData(dataname=data1, fromdate=st_date, todate=end_date)\n",
    "cerebro.adddata(datafeed1, name='600466.SH')       \n",
    "datafeed2 = bt.feeds.PandasData(dataname=data2, fromdate=st_date, todate=end_date)\n",
    "cerebro.adddata(datafeed2, name='603228.SH')  \n",
    "cerebro.addstrategy(TestStrategy)\n",
    "rasult = cerebro.run()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 三、调用指标时的各种简写形式"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "collapsed": true,
    "jupyter": {
     "outputs_hidden": true
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "datetime 2019-01-15\n",
      "close 33.06489128 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 33.18826774 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 33.101904218 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------ buy ------\n",
      "datetime 2019-01-16\n",
      "close 32.63307367 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 32.966190112 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 33.12657951 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2019-01-17\n",
      "close 32.0778796 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 32.682424254 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 33.151254802 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2019-01-18\n",
      "close 32.75645013 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 32.608398378 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 33.077228926 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "datetime 2019-01-21\n",
      "close 32.44800898 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 32.596060732 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 32.960021289 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2019-01-22\n",
      "close 32.44800898 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 32.472684271999995 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 32.830476006 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2019-01-23\n",
      "close 32.50969721 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 32.44800898 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 32.707099546 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "datetime 2019-01-24\n",
      "close 32.38632075 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 32.50969721 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 32.596060732 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2019-01-25\n",
      "close 33.06489128 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 32.57138544 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 32.589891909 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "datetime 2019-01-28\n",
      "close 33.86683827 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 32.855151297999996 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 32.725606015 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2019-01-29\n",
      "close 34.79216172 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 33.323981846 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 32.898333058999995 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2019-01-30\n",
      "close 34.23696765 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 33.669435934 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 33.058722457 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2019-01-31\n",
      "close 34.23696765 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 34.039565314 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 33.274631262 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2019-02-01\n",
      "close 34.73047349 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 34.372681756 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 33.472033598 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2019-02-11\n",
      "close 35.71748517 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 34.742811136 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 33.798981217 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2019-02-12\n",
      "close 35.65579694 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 34.91553818 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 34.119760013000004 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2019-02-13\n",
      "close 36.3960557 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 35.34735579 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 34.508395862 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2019-02-14\n",
      "close 36.14930278 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 35.729822816 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 34.884694065000005 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2019-02-15\n",
      "close 34.91553818 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 35.766835754 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 35.069758754999995 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------ buy ------\n",
      "datetime 2019-02-18\n",
      "close 35.90254986 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 35.803848691999995 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 35.273329914 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2019-02-19\n",
      "close 35.10060287 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 35.692809878000006 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 35.304174029 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------ buy ------\n",
      "datetime 2019-02-20\n",
      "close 35.40904402 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 35.495407541999995 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 35.421381666 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------ buy ------\n",
      "datetime 2019-02-21\n",
      "close 34.85384995 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 35.236316976 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 35.483069896 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2019-02-22\n",
      "close 35.1622911 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 35.28566756 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 35.526251657 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2019-02-25\n",
      "close 37.012938 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 35.507745188 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 35.65579694 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "datetime 2019-02-26\n",
      "close 37.75319676 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 36.038263966 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 35.865536922000004 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2019-02-27\n",
      "close 38.49345552 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 36.655146265999996 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 36.075276904 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2019-02-28\n",
      "close 38.30839083 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 37.346054442 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 36.291185709000004 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2019-03-01\n",
      "close 38.61683198 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 38.036962618000004 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 36.661315089 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2019-03-04\n",
      "close 39.17202605 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 38.468780228 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 36.988262708 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2019-03-05\n",
      "close 41.88630817 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 39.295402509999995 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 37.666833237999995 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2019-03-06\n",
      "close 42.25643755 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 40.047998916 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 38.351572591 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2019-03-07\n",
      "close 41.45449056 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 40.677218862000004 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 39.011636652 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2019-03-08\n",
      "close 38.55514375 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 40.664881216000005 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 39.350921917 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------ buy ------\n",
      "datetime 2019-03-11\n",
      "close 39.23371428 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 40.677218862000004 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 39.572999545 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------ buy ------\n",
      "datetime 2019-03-12\n",
      "close 40.52916711 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 40.40579065 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 39.85059658 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2019-03-13\n",
      "close 42.31812578 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 40.418128296000006 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 40.233063606 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2019-03-14\n",
      "close 41.20773764 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 40.368777712 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 40.522998287 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "datetime 2019-03-15\n",
      "close 42.62656693 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 41.183062348 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 40.923971782 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2019-03-18\n",
      "close 44.47721383 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 42.231762258 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 41.454490559999996 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2019-03-19\n",
      "close 44.60059029 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 43.046046894 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 41.725918772 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2019-03-20\n",
      "close 44.72396675 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 43.527215088000005 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 41.972671692 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2019-03-21\n",
      "close 46.14279604 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 44.514226768 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 42.44150224 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2019-03-22\n",
      "close 45.71097843 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 45.131109068 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 43.157085708 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2019-03-25\n",
      "close 45.6492902 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 45.365524342 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 43.7986433 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2019-03-26\n",
      "close 44.47721383 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 45.340849049999996 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 44.193447972 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2019-03-27\n",
      "close 45.58760197 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 45.513576094 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 44.520395590999996 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2019-03-28\n",
      "close 43.49020215 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 44.983057316 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 44.748642042 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------ buy ------\n",
      "datetime 2019-03-29\n",
      "close 45.52591374 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 44.946044377999996 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 45.038576723 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "datetime 2019-04-01\n",
      "close 47.74669002 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 45.365524342 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 45.365524342 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "datetime 2019-04-02\n",
      "close 47.43824887 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 45.95773135 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 45.6492902 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2019-04-03\n",
      "close 48.17850763 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 46.475912482 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 45.994744288 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2019-04-04\n",
      "close 48.1168194 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 47.401235932 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 46.192146623999996 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2019-04-08\n",
      "close 47.4999371 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 47.796040604 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 46.371042491000004 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2019-04-09\n",
      "close 52.18824258 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 48.684351116 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 47.024937729 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2019-04-10\n",
      "close 50.46097214 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 49.288895769999996 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 47.62331356 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2019-04-11\n",
      "close 48.7337017 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 49.399934584 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 47.937923533 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2019-04-12\n",
      "close 48.54863701 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 49.486298106 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 48.443767019 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2019-04-15\n",
      "close 47.99344294 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 49.584999274 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 48.690519939 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------ buy ------\n",
      "datetime 2019-04-16\n",
      "close 46.63630188 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 48.474611134 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 48.579481125 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2019-04-17\n",
      "close 46.14279604 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 47.610975914 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 48.449935842 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2019-04-18\n",
      "close 44.84734321 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 46.833704216 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 48.1168194 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2019-04-19\n",
      "close 45.46422551 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 46.216821916 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 47.851560011 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2019-04-22\n",
      "close 42.74994339 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 45.168122006 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 47.37656064 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2019-04-23\n",
      "close 42.93500808 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 44.427863246 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 46.45123719 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2019-04-24\n",
      "close 42.93500808 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 43.786305654 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 45.698640784 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2019-04-25\n",
      "close 42.68825516 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 43.354488044 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 45.094096130000004 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2019-04-26\n",
      "close 42.99669631 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 42.860982203999995 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 44.53890206 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "datetime 2019-04-29\n",
      "close 43.36682569 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 42.984358664 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 44.076240335 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "datetime 2019-04-30\n",
      "close 42.93500808 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 42.984358664 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 43.706110955 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2019-05-06\n",
      "close 38.61683198 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 42.120723444 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 42.953514549 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2019-05-07\n",
      "close 40.15903773 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 41.614879958 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 42.484684001 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2019-05-08\n",
      "close 40.1590375 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 41.047348196 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 41.9541652 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2019-05-09\n",
      "close 40.22329196 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 40.41864145 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 41.701500057 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2019-05-10\n",
      "close 41.1228544 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 40.056210713999995 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 41.520284689 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "datetime 2019-05-13\n",
      "close 39.90201966 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 40.31324825 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 41.216985847000004 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2019-05-14\n",
      "close 39.5164929 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 40.184739284 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 40.899809620999996 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2019-05-15\n",
      "close 40.35180088 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 40.22329196 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 40.635320078 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "datetime 2019-05-16\n",
      "close 40.60881872 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 40.300397312 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 40.359519381 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "datetime 2019-05-17\n",
      "close 39.96627412 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 40.069081256000004 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 40.062645985 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------ buy ------\n",
      "datetime 2019-05-20\n",
      "close 39.38798398 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 39.96627412 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 40.139761185 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2019-05-21\n",
      "close 39.96627412 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 40.056230364 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 40.120484824 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2019-05-22\n",
      "close 39.38798398 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 39.863466984 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 40.043379472000005 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2019-05-23\n",
      "close 38.61693046 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 39.465089332000005 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 39.882743321999996 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2019-05-24\n",
      "close 37.52460464 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 38.976755436000005 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 39.522918346 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2019-05-27\n",
      "close 38.42416708 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 38.783992056 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 39.375133088 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2019-05-28\n",
      "close 38.552676 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 38.50127243199999 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 39.278751398 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "datetime 2019-05-29\n",
      "close 37.9101314 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 38.205701915999995 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 39.03458445 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2019-05-30\n",
      "close 38.03864032 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 38.090043888 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 38.777566609999994 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2019-05-31\n",
      "close 38.03864032 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 38.192851024 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 38.58480323 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2019-06-03\n",
      "close 37.71736802 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 38.051491211999995 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 38.417741633999995 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2019-06-04\n",
      "close 36.68929666 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 37.678815344 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 38.090043888 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2019-06-05\n",
      "close 37.52460464 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 37.601709991999996 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 37.903705953999996 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2019-06-06\n",
      "close 36.6250422 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 37.318990368 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 37.704517128 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2019-06-10\n",
      "close 37.97438586 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 37.306139476 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 37.74949525 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "datetime 2019-06-11\n",
      "close 39.96627412 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 37.755920696 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 37.903705953999996 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "datetime 2019-06-12\n",
      "close 39.96627412 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 38.411316188 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 38.045065766 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2019-06-13\n",
      "close 39.77351074 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 38.861097408 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 38.2314037 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2019-06-14\n",
      "close 40.93009102 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 39.722107172 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 38.52054877 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2019-06-17\n",
      "close 40.54456426 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 40.236142852 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 38.771141164 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2019-06-18\n",
      "close 40.22329196 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 40.28754642 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 39.021733558 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2019-06-19\n",
      "close 40.22329196 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 40.338949988 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 39.375133088 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2019-06-20\n",
      "close 41.1228544 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 40.60881872 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 39.734958064 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2019-06-21\n",
      "close 41.18710886 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 40.660222288 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 40.191164730000004 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2019-06-24\n",
      "close 41.4441267 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 40.840134776 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 40.538138814 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2019-06-25\n",
      "close 40.60881872 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 40.917240128 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 40.602393274 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2019-06-26\n",
      "close 40.60881872 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 40.99434548000001 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 40.666647734 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------ buy ------\n",
      "datetime 2019-06-27\n",
      "close 40.93009102 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 40.955792804 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 40.782305762 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2019-06-28\n",
      "close 39.96627412 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 40.711625856 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 40.685924072 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------ buy ------\n",
      "datetime 2019-07-01\n",
      "close 40.73732764 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 40.570266044 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 40.705200409999996 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "datetime 2019-07-02\n",
      "close 40.28754642 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 40.506011584 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 40.711625856 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2019-07-03\n",
      "close 41.37987224 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 40.660222288 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 40.827283884 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "datetime 2019-07-04\n",
      "close 42.0866713 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 40.891538344 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 40.923665574 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "datetime 2019-07-05\n",
      "close 41.1228544 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 41.1228544 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 40.917240127999996 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2019-07-08\n",
      "close 39.58074736 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 40.891538344 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 40.730902193999995 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------ buy ------\n",
      "datetime 2019-07-09\n",
      "close 39.5164929 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 40.737327640000004 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 40.621669612 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------ buy ------\n",
      "datetime 2019-07-10\n",
      "close 37.71736802 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 40.004826795999996 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 40.332524542 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2019-07-11\n",
      "close 39.5164929 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 39.490791116000004 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 40.191164730000004 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "datetime 2019-07-12\n",
      "close 39.38798398 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 39.143817032 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 40.133335716 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "datetime 2019-07-15\n",
      "close 40.22329196 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 39.272325952 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 40.081932148 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "datetime 2019-07-16\n",
      "close 41.25136332 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 39.619300036000006 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 40.178313838 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "datetime 2019-07-17\n",
      "close 41.18710886 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 40.313248204000004 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 40.1590375 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2019-07-18\n",
      "close 40.22329196 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 40.454608015999995 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 39.972699566 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2019-07-19\n",
      "close 41.765399 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 40.93009102 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 40.036954026000004 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2019-07-22\n",
      "close 40.67307318 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 41.020047264000006 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 40.146186608 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2019-07-23\n",
      "close 40.67307318 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 40.904389236 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 40.261844636 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2019-07-24\n",
      "close 40.54456426 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 40.775880316 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 40.54456426 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------ buy ------\n",
      "datetime 2019-07-25\n",
      "close 40.09478304 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 40.750178532 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 40.602393274 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------ buy ------\n",
      "datetime 2019-07-26\n",
      "close 40.99434548 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 40.595967828000006 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 40.763029424 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "datetime 2019-07-29\n",
      "close 40.22329196 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 40.506011584 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 40.763029424 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2019-07-30\n",
      "close 40.28754642 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 40.428906231999996 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 40.666647734 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2019-07-31\n",
      "close 39.25947506 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 40.171888392 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 40.473884354 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2019-08-01\n",
      "close 38.48842154 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 39.850616091999996 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 40.300397312 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2019-08-02\n",
      "close 37.33184126 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 39.118115247999995 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 39.857041538 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2019-08-05\n",
      "close 36.9463145 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 38.462719756 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 39.48436567 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2019-08-06\n",
      "close 37.2675868 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 37.858727832 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 39.143817032 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2019-08-07\n",
      "close 37.5888591 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 37.52460463999999 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 38.848246516 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "datetime 2019-08-08\n",
      "close 37.13907788 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 37.254735908 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 38.552676 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2019-08-09\n",
      "close 36.6250422 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 37.113376096 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 38.115745671999996 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2019-08-12\n",
      "close 36.9463145 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 37.113376096 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 37.788047926000004 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2019-08-13\n",
      "close 36.43227882 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 36.9463145 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 37.402521166 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2019-08-14\n",
      "close 36.36802436 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 36.702147552 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 37.113376096 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2019-08-15\n",
      "close 36.56078774 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 36.586489524 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 36.920612716 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2019-08-16\n",
      "close 36.3037699 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 36.522235064 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 36.81780558 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2019-08-19\n",
      "close 37.71736802 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 36.676445768 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 36.894910932 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "datetime 2019-08-20\n",
      "close 38.10289478 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 37.01056896 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 36.97844173 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2019-08-21\n",
      "close 38.68118492 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 37.473201072 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 37.087674312000004 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2019-08-22\n",
      "close 38.8739483 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 37.935833184 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 37.261161354 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2019-08-23\n",
      "close 39.58074736 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 38.591228676 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 37.55673187 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2019-08-26\n",
      "close 39.1952206 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 38.886799192 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 37.781622479999996 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2019-08-27\n",
      "close 38.93820276 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 39.053860787999994 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 38.032214874 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2019-08-28\n",
      "close 38.93820276 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 39.105264356 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 38.289232714 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2019-08-29\n",
      "close 37.78162248 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 38.886799192 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 38.411316188 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------ buy ------\n",
      "datetime 2019-08-30\n",
      "close 36.68929666 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 38.308509052 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 38.449868864 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2019-09-02\n",
      "close 37.2675868 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 37.922982292 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 38.404890742 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2019-09-03\n",
      "close 37.13907788 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 37.563157316 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 38.308509052 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2019-09-04\n",
      "close 38.42416708 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 37.46035018 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 38.282807268 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "datetime 2019-09-05\n",
      "close 38.74543938 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 37.653113559999994 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 38.269956375999996 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "datetime 2019-09-06\n",
      "close 39.06671168 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 38.128596564 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 38.218552808 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "datetime 2019-09-09\n",
      "close 39.58074736 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 38.591228676 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 38.257105484 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2019-09-10\n",
      "close 39.13096614 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 38.989606327999994 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 38.276381822 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2019-09-11\n",
      "close 38.8739483 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 39.079562572 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 38.269956375999996 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2019-09-12\n",
      "close 40.73732764 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 39.477940223999994 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 38.565526891999994 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2019-09-16\n",
      "close 40.60881872 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 39.786361632 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 38.957479098 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2019-09-17\n",
      "close 40.03052858 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 39.876317876 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 39.233773276 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2019-09-18\n",
      "close 41.1228544 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 40.274695528 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 39.632150928 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2019-09-19\n",
      "close 40.4803098 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 40.595967828 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 39.8377652 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2019-09-20\n",
      "close 40.41605534 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 40.531713368 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 40.004826795999996 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2019-09-23\n",
      "close 39.64500182 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 40.338949988 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 40.06265581 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------ buy ------\n",
      "datetime 2019-09-24\n",
      "close 39.1952206 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 40.171888392 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 40.024103134 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------ buy ------\n",
      "datetime 2019-09-25\n",
      "close 39.70925628 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 39.889168768000005 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 40.081932148 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2019-09-26\n",
      "close 39.1952206 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 39.632150928 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 40.114059378 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2019-09-27\n",
      "close 38.68118492 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 39.285176844 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 39.908445106 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2019-09-30\n",
      "close 38.61693046 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 39.079562572 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 39.70925628 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2019-10-08\n",
      "close 40.35180088 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 39.310878628 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 39.74138351 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "datetime 2019-10-09\n",
      "close 41.50838116 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 39.670703603999996 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 39.779936186 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "datetime 2019-10-10\n",
      "close 42.4079436 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 40.313248204000004 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 39.972699566 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2019-10-11\n",
      "close 42.7292159 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 41.1228544 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 40.204015622 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2019-10-14\n",
      "close 44.3355774 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 42.266583788000005 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 40.67307318 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2019-10-15\n",
      "close 45.42790322 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 43.281804256 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 41.296341442 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2019-10-16\n",
      "close 45.9419389 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 44.168515803999995 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 41.919609703999996 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2019-10-17\n",
      "close 45.10663092 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 44.708253268 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 42.510750736 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2019-10-18\n",
      "close 42.21518022 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 44.605446132 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 42.864150266 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------ buy ------\n",
      "datetime 2019-10-21\n",
      "close 42.66496144 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 44.27132294 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 43.268953364 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------ buy ------\n",
      "datetime 2019-10-22\n",
      "close 42.15092576 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 43.615927448 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 43.448865852 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------ buy ------\n",
      "datetime 2019-10-23\n",
      "close 41.1228544 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 42.652110548 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 43.410313176 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2019-10-24\n",
      "close 41.70114454 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 41.971013272 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 43.33963327 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2019-10-25\n",
      "close 42.66496144 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 42.060969516 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 43.333207824 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "datetime 2019-10-28\n",
      "close 42.0866713 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 41.945311488 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 43.108317213999996 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "datetime 2019-10-29\n",
      "close 41.4441267 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 41.803951676 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 42.709939562 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2019-10-30\n",
      "close 40.8015821 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 41.739697216 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 42.195903881999996 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2019-10-31\n",
      "close 41.1228544 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 41.624039188 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 41.79752623 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2019-11-01\n",
      "close 41.765399 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 41.4441267 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 41.752548108 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "datetime 2019-11-04\n",
      "close 41.95816238 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 41.418424916 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 41.681868202 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "datetime 2019-11-05\n",
      "close 43.30750604 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 41.791100784 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 41.79752623 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "datetime 2019-11-06\n",
      "close 42.02241684 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 42.035267732 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 41.887482474 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2019-11-07\n",
      "close 42.4079436 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 42.292285572000004 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 41.95816238 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2019-11-08\n",
      "close 41.82965346 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 42.305136464 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 41.874631582 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------ buy ------\n",
      "datetime 2019-11-11\n",
      "close 40.93009102 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 42.099522192 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 41.758973554 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------ buy ------\n",
      "datetime 2019-11-12\n",
      "close 40.73732764 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 41.585486512 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 41.688293648 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2019-11-13\n",
      "close 40.28754642 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 41.238512428 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 41.63689008 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2019-11-14\n",
      "close 40.73732764 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 40.904389236 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 41.598337404 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2019-11-15\n",
      "close 40.41605534 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 40.621669612 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 41.463403038 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2019-11-18\n",
      "close 41.63689008 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 40.763029424 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 41.431275807999995 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "datetime 2019-11-19\n",
      "close 42.66496144 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 41.148556184 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 41.367021347999994 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "datetime 2019-11-20\n",
      "close 42.79347036 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 41.649740972000004 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 41.4441267 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2019-11-21\n",
      "close 43.17899712 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 42.138074868000004 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 41.521232052 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2019-11-22\n",
      "close 42.53645252 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 42.562154304 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 41.591911958 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2019-11-25\n",
      "close 43.88579618 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 43.011935524 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 41.887482474 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2019-11-26\n",
      "close 41.89390792 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 42.85772482 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 42.003140501999994 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------ buy ------\n",
      "datetime 2019-11-27\n",
      "close 43.6930328 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 43.037637308 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 42.343689139999995 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2019-11-28\n",
      "close 42.92197928 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 42.98623374 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 42.562154304 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2019-11-29\n",
      "close 42.53645252 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 42.98623374 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 42.774194022 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------ buy ------\n",
      "datetime 2019-12-02\n",
      "close 43.82154172 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 42.973382848 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 42.992659186 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "datetime 2019-12-03\n",
      "close 44.52834078 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 43.50026942 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 43.17899712 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2019-12-04\n",
      "close 43.62877834 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 43.487418528 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 43.262527918 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2019-12-05\n",
      "close 43.11474266 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 43.525971203999994 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 43.256102471999995 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------ buy ------\n",
      "datetime 2019-12-06\n",
      "close 43.0504882 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 43.62877834 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 43.30750604 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------ buy ------\n",
      "datetime 2019-12-09\n",
      "close 44.39983186 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 43.744436367999995 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 43.358909608 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2019-12-10\n",
      "close 44.20706848 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 43.680181907999994 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 43.590225663999995 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2019-12-11\n",
      "close 44.78535862 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 43.911497964 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 43.699458246 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2019-12-12\n",
      "close 44.27132294 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 44.142814019999996 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 43.834392612 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2019-12-13\n",
      "close 44.78535862 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 44.489788104 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 44.059283222 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2019-12-16\n",
      "close 44.91386754 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 44.592595239999994 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 44.168515803999995 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2019-12-17\n",
      "close 45.55641214 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 44.862463972 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 44.27132294 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2019-12-18\n",
      "close 46.00619336 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 45.10663092 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 44.509064441999996 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2019-12-19\n",
      "close 45.49215768 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 45.350797867999994 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 44.746805944 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2019-12-20\n",
      "close 46.07044782 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 45.607815708 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 45.048801906 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2019-12-23\n",
      "close 45.36364876 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 45.697771952 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 45.145183595999995 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2019-12-24\n",
      "close 44.84961308 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 45.55641214 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 45.209438055999996 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------ buy ------\n",
      "datetime 2019-12-25\n",
      "close 44.72110416 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 45.2993943 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 45.203012609999995 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------ buy ------\n",
      "datetime 2019-12-26\n",
      "close 45.55641214 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 45.312245192 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 45.331521529999996 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "datetime 2019-12-27\n",
      "close 45.42790322 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 45.183736272 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 45.39577599 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "datetime 2019-12-30\n",
      "close 45.9419389 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 45.2993943 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 45.498583126 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "datetime 2019-12-31\n",
      "close 47.35553702 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 45.800579088 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 45.678495614 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2020-01-02\n",
      "close 49.34742528 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 46.725843312 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 46.012618806 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2020-01-03\n",
      "close 48.25509946 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 47.265580776 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 46.288912984 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2020-01-06\n",
      "close 47.48404594 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 47.676809320000004 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 46.430272796 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2020-01-07\n",
      "close 47.80531824 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 48.049485188 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 46.674439744 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2020-01-08\n",
      "close 47.2270281 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 48.023783404 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 46.912181246 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2020-01-09\n",
      "close 48.89764406 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 47.93382716 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 47.329835235999994 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2020-01-10\n",
      "close 48.96189852 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 48.075186972 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 47.670383873999995 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2020-01-13\n",
      "close 49.1546619 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 48.409310164 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 48.043059742 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2020-01-14\n",
      "close 48.44786284 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 48.537819084 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 48.293652136 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2020-01-15\n",
      "close 47.67680932 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 48.627775328 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 48.325779366 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------ buy ------\n",
      "datetime 2020-01-16\n",
      "close 47.74106378 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 48.396459272 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 48.165143216000004 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------ buy ------\n",
      "datetime 2020-01-17\n",
      "close 47.2270281 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 48.049485188 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 48.06233608 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2020-01-20\n",
      "close 46.5844835 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 47.535449508 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 47.972379836 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2020-01-21\n",
      "close 44.978122 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 46.84150133999999 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 47.689660212 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2020-01-22\n",
      "close 46.00619336 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 46.507378148 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 47.567576738 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2020-01-23\n",
      "close 44.14281402 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 45.787728196 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 47.092093733999995 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2020-02-03\n",
      "close 39.70925628 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 44.284173832 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 46.16682951 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2020-02-04\n",
      "close 39.5164929 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 42.870575712 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 45.203012609999995 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2020-02-05\n",
      "close 40.1590375 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 41.906758812 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 44.374130076 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2020-02-06\n",
      "close 40.60881872 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 40.827283884 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 43.667331016 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2020-02-07\n",
      "close 40.03052858 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 40.004826795999996 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 42.896277495999996 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "datetime 2020-02-10\n",
      "close 41.05859994 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 40.274695528 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 42.279434679999994 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "datetime 2020-02-11\n",
      "close 43.17899712 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 41.007196371999996 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 41.938886042 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "datetime 2020-02-12\n",
      "close 42.53645252 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 41.482679376 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 41.694719094 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "datetime 2020-02-13\n",
      "close 43.95005064 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 42.15092576 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 41.489104822 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2020-02-14\n",
      "close 45.2993943 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 43.204698904 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 41.60476285 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2020-02-17\n",
      "close 45.2993943 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 44.052857776 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 42.163776652 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2020-02-18\n",
      "close 43.95005064 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 44.20706848 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 42.607132426 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2020-02-19\n",
      "close 44.14281402 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 44.52834078 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 43.005510078 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2020-02-20\n",
      "close 44.07855956 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 44.554042564 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 43.352484162 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2020-02-21\n",
      "close 43.50026942 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 44.194217588 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 43.699458246 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------ buy ------\n",
      "datetime 2020-02-24\n",
      "close 42.47219806 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 43.628778340000004 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 43.840818058 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2020-02-25\n",
      "close 42.34368914 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 43.30750604 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 43.75728726 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2020-02-26\n",
      "close 42.66496144 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 43.011935524 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 43.770138152 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2020-02-27\n",
      "close 42.66496144 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 42.7292159 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 43.641629232 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2020-02-28\n",
      "close 41.70114454 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 42.369390924 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 43.281804256 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2020-03-02\n",
      "close 44.59259524 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 42.79347036 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 43.21112435 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "datetime 2020-03-03\n",
      "close 43.82154172 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 43.089040876 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 43.198273458 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "datetime 2020-03-04\n",
      "close 45.74917552 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 43.705883692 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 43.358909608 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2020-03-05\n",
      "close 45.87768444 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 44.348428292 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 43.538822096000004 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2020-03-06\n",
      "close 44.0143051 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 44.811060404 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 43.590225664 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2020-03-09\n",
      "close 41.70114454 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 44.232770263999996 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 43.513120312 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------ buy ------\n",
      "datetime 2020-03-10\n",
      "close 42.53645252 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 43.975752424 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 43.532396649999995 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------ buy ------\n",
      "datetime 2020-03-11\n",
      "close 43.24325158 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 43.474567636 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 43.590225664 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2020-03-12\n",
      "close 41.95816238 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 42.690663224000005 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 43.519545758 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2020-03-13\n",
      "close 41.05859994 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 42.099522192 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 43.455291298 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2020-03-16\n",
      "close 40.1590375 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 41.791100783999994 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 43.011935524 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2020-03-17\n",
      "close 39.96627412 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 41.277065103999995 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 42.626408764000004 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2020-03-18\n",
      "close 38.552676 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 40.338949988 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 41.906758812 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2020-03-19\n",
      "close 37.97438586 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 39.542194683999995 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 41.116428954 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2020-03-20\n",
      "close 38.42416708 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 39.015308112 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 40.557415152 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2020-03-23\n",
      "close 36.68929666 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 38.321359944 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 40.056230364 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2020-03-24\n",
      "close 38.16714924 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 37.961534968 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 39.619300036 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "datetime 2020-03-25\n",
      "close 39.8377652 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 38.218552808 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 39.278751398 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "datetime 2020-03-26\n",
      "close 39.45223844 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 38.514123324 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 39.028159003999995 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "datetime 2020-03-27\n",
      "close 40.35180088 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 38.899650084 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 38.957479098 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "datetime 2020-03-30\n",
      "close 39.70925628 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 39.503642008 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 38.912500976000004 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2020-03-31\n",
      "close 38.74543938 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 39.619300036 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 38.790417502 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------ buy ------\n",
      "datetime 2020-04-01\n",
      "close 38.48842154 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 39.349431304 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 38.783992056 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------ buy ------\n",
      "datetime 2020-04-02\n",
      "close 38.93820276 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 39.246624168 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 38.880373746 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2020-04-03\n",
      "close 38.68118492 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 38.912500976000004 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 38.906075529999995 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------ buy ------\n",
      "datetime 2020-04-07\n",
      "close 39.45223844 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 38.861097408 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 39.182369707999996 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "datetime 2020-04-08\n",
      "close 39.8377652 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 39.079562572 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 39.349431304 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "datetime 2020-04-09\n",
      "close 39.58074736 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 39.298027736 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 39.32372952 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "datetime 2020-04-10\n",
      "close 39.45223844 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 39.400834872000004 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 39.32372952 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2020-04-13\n",
      "close 39.5164929 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 39.567896468 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 39.240198722 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2020-04-14\n",
      "close 40.09478304 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 39.696405388 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 39.278751398000004 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2020-04-15\n",
      "close 39.64500182 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 39.657852712 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 39.368707642 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2020-04-16\n",
      "close 39.58074736 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 39.657852712 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 39.477940224 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2020-04-17\n",
      "close 39.58074736 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 39.683554496 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 39.542194683999995 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2020-04-20\n",
      "close 38.2314037 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 39.426536655999996 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 39.497216562 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2020-04-21\n",
      "close 37.07482342 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 38.822544732 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 39.25947506 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2020-04-22\n",
      "close 37.13907788 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 38.321359944 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 38.989606328 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2020-04-23\n",
      "close 36.75355112 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 37.755920696 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 38.706886704 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2020-04-24\n",
      "close 36.04675206 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 37.049121636 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 38.366338066000004 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2020-04-27\n",
      "close 36.43227882 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 36.689296660000004 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 38.057916657999996 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2020-04-28\n",
      "close 35.40420746 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 36.355173468 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 37.5888591 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2020-04-29\n",
      "close 36.04675206 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 36.136708304 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 37.229034123999995 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2020-04-30\n",
      "close 37.39609572 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 36.265217224000004 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 37.01056896 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "datetime 2020-05-06\n",
      "close 36.17526098 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 36.290919008 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 36.670020322 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2020-05-07\n",
      "close 35.53271638 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 36.111006520000004 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 36.40015159 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2020-05-08\n",
      "close 35.9824976 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 36.226664547999995 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 36.290919008 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2020-05-11\n",
      "close 35.9824976 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 36.213813656 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 36.175260980000004 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------ buy ------\n",
      "datetime 2020-05-12\n",
      "close 35.339953 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 35.802585111999996 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 36.033901168 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2020-05-13\n",
      "close 35.0186807 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 35.571269056 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 35.931094032 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2020-05-14\n",
      "close 34.6974084 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 35.404207459999995 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 35.75760699 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2020-05-15\n",
      "close 34.63315394 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 35.134338728 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 35.680501637999996 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2020-05-18\n",
      "close 34.56889948 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 34.851619103999994 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 35.53271638 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2020-05-19\n",
      "close 33.92635488 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 34.56889948 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 35.185742296 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2020-05-20\n",
      "close 33.54082812 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 34.273328964 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 34.92229901 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2020-05-21\n",
      "close 32.89828352 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 33.913503988 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 34.658855724 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2020-05-22\n",
      "close 32.38424784 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 33.463722768000004 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 34.299030748 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2020-05-25\n",
      "close 32.96253798 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 33.142450468 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 33.997034786 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2020-05-26\n",
      "close 32.96253798 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 32.949687088000005 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 33.759293284 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "datetime 2020-05-27\n",
      "close 33.21955582 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 32.885432628000004 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 33.579380795999995 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "datetime 2020-05-28\n",
      "close 33.28381028 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 32.96253798 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 33.438020984000005 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "datetime 2020-05-29\n",
      "close 32.89828352 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 33.065345115999996 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 33.264533942 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2020-06-01\n",
      "close 33.34806474 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 33.142450468 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 33.142450468 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "datetime 2020-06-02\n",
      "close 34.24762718 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 33.399468307999996 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 33.174577698 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2020-06-03\n",
      "close 33.7335915 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 33.502275444 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 33.193854036 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2020-06-04\n",
      "close 33.54082812 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 33.553679011999996 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 33.258108496 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2020-06-05\n",
      "close 33.34806474 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 33.643635255999996 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 33.354490186 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------ buy ------\n",
      "datetime 2020-06-08\n",
      "close 33.92635488 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 33.759293284 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 33.450871875999994 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2020-06-09\n",
      "close 33.47657366 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 33.60508258 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 33.502275444 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------ buy ------\n",
      "datetime 2020-06-10\n",
      "close 33.21955582 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 33.502275444 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 33.502275444 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2020-06-11\n",
      "close 32.7697746 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 33.34806474 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 33.450871875999994 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2020-06-12\n",
      "close 32.70552014 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 33.21955582 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 33.431595537999996 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2020-06-15\n",
      "close 32.51275676 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 32.936836196 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 33.34806474 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2020-06-16\n",
      "close 33.02679244 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 32.846879952 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 33.225981266 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "datetime 2020-06-17\n",
      "close 32.83402906 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 32.7697746 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 33.136025022 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "datetime 2020-06-18\n",
      "close 34.82591732 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 33.181003144 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 33.264533942 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "datetime 2020-06-19\n",
      "close 34.63315394 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 33.56652990400001 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 33.393042862 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2020-06-22\n",
      "close 34.3761361 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 33.939205772 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 33.438020984000005 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2020-06-23\n",
      "close 33.60508258 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 34.0548638 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 33.450871875999994 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2020-06-24\n",
      "close 34.95442624 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 34.478943236 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 33.624358918 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2020-06-29\n",
      "close 34.44039056 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 34.401837883999995 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 33.791420513999995 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2020-06-30\n",
      "close 34.63315394 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 34.401837883999995 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 33.984183894 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2020-07-01\n",
      "close 36.75355112 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 34.877320888 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 34.40826333 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2020-07-02\n",
      "close 38.29565816 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 35.815436004 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 34.935149902 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2020-07-03\n",
      "close 38.61693046 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 36.547936848 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 35.513440042 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2020-07-06\n",
      "close 41.04736896 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 37.869332528 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 36.135585205999995 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2020-07-07\n",
      "close 40.1697114 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 38.976644019999995 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 36.689240952 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2020-07-08\n",
      "close 40.1697114 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 39.659876076 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 37.268598482 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2020-07-09\n",
      "close 40.8448326 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 40.169710964000004 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 37.992573484 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2020-07-10\n",
      "close 39.22454172 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 40.291233216 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 38.419585032 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2020-07-13\n",
      "close 39.8321508 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 40.048189584 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 38.958761056 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2020-07-14\n",
      "close 39.29205384 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 39.872658072 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 39.424651045999994 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------ buy ------\n",
      "datetime 2020-07-15\n",
      "close 38.88698112 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 39.616112016 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 39.637994046 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2020-07-16\n",
      "close 37.60425084 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 38.967995664 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 39.568853314 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2020-07-17\n",
      "close 36.92912964 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 38.508913248 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 39.400073232 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2020-07-20\n",
      "close 38.27937204 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 38.198357496 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 39.12327354 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "datetime 2020-07-21\n",
      "close 38.21185992 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 37.982318712 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 38.927488392 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "datetime 2020-07-22\n",
      "close 38.1443478 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 37.833792048 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 38.724952032 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "datetime 2020-07-23\n",
      "close 37.60425084 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 37.833792048 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 38.400893855999996 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2020-07-24\n",
      "close 36.25400844 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 37.698767808 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 38.103840528 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2020-07-27\n",
      "close 35.57888724 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 37.158670848 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 37.678514172 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2020-07-28\n",
      "close 35.98395996 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 36.713090855999994 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 37.347704784 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2020-07-29\n",
      "close 36.38903268 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 36.362027832 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 37.09790994 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "datetime 2020-07-30\n",
      "close 36.05147208 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 36.05147208 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 36.942632063999994 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2020-07-31\n",
      "close 36.1189842 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 36.024467232 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 36.861617519999996 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "datetime 2020-08-03\n",
      "close 36.7941054 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 36.267510864 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 36.713090856 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "datetime 2020-08-04\n",
      "close 37.06415388 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 36.483549648 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 36.598320252 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "datetime 2020-08-05\n",
      "close 36.4565448 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 36.497052072 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 36.429539952 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2020-08-06\n",
      "close 36.18649632 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 36.52405692 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 36.2877645 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------ buy ------\n",
      "datetime 2020-08-07\n",
      "close 35.51137512 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 36.402535104 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 36.213501168 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------ buy ------\n",
      "datetime 2020-08-10\n",
      "close 36.4565448 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 36.335022984 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 36.301266924000004 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2020-08-11\n",
      "close 35.7814236 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 36.078476928 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 36.281013288000004 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2020-08-12\n",
      "close 35.91644784 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 35.970457536 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 36.233754804 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2020-08-13\n",
      "close 36.05147208 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 35.943452688 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 36.233754804 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "datetime 2020-08-14\n",
      "close 36.86161752 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 36.213501168 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 36.308018136 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "datetime 2020-08-17\n",
      "close 37.67176296 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 36.4565448 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 36.395783892000004 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2020-08-18\n",
      "close 37.06415388 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 36.713090856 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 36.395783892000004 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2020-08-19\n",
      "close 36.59156904 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 36.848115096 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 36.409286316 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2020-08-20\n",
      "close 36.52405692 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 36.942632064 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 36.443042376 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2020-08-21\n",
      "close 36.65908116 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 36.902124792 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 36.55781298 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2020-08-24\n",
      "close 36.65908116 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 36.699588432 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 36.578066616 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2020-08-25\n",
      "close 36.25400844 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 36.537559344 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 36.6253251 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2020-08-26\n",
      "close 35.51137512 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 36.321520559999996 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 36.584817828 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2020-08-27\n",
      "close 35.51137512 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 36.1189842 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 36.530808132 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2020-08-28\n",
      "close 36.4565448 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 36.078476928 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 36.490300860000005 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "datetime 2020-08-31\n",
      "close 37.131666 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 36.172993896 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 36.436291164 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "datetime 2020-09-01\n",
      "close 36.7941054 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 36.281013288 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 36.409286316 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "datetime 2020-09-02\n",
      "close 36.7941054 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 36.537559344 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 36.429539952 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2020-09-03\n",
      "close 36.32152056 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 36.699588432 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 36.409286316 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------ buy ------\n",
      "datetime 2020-09-04\n",
      "close 36.05147208 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 36.618573888 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 36.348525408 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------ buy ------\n",
      "datetime 2020-09-07\n",
      "close 35.64639936 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 36.321520559999996 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 36.247257228 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------ buy ------\n",
      "datetime 2020-09-08\n",
      "close 35.98395996 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 36.159491472 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 36.22025238 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2020-09-09\n",
      "close 36.18649632 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 36.037969656 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 36.2877645 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "datetime 2020-09-10\n",
      "close 36.86161752 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 36.145989048000004 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 36.42278874 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "datetime 2020-09-11\n",
      "close 36.32152056 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 36.199998744000006 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 36.409286316000006 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "datetime 2020-09-14\n",
      "close 36.1189842 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 36.294515712000006 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 36.308018136 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2020-09-15\n",
      "close 36.38903268 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 36.375530256000005 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 36.267510864 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2020-09-16\n",
      "close 37.53673872 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 36.645578736000004 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 36.341774196 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2020-09-17\n",
      "close 36.7941054 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 36.632076312 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 36.38903268 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2020-09-18\n",
      "close 38.54942052 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 37.077656304 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 36.638827524 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2020-09-21\n",
      "close 37.87429932 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 37.428719328 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 36.861617519999996 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2020-09-22\n",
      "close 37.131666 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 37.577245992 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 36.976388123999996 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2020-09-23\n",
      "close 36.7941054 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 37.428719328 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 37.037149032 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------ buy ------\n",
      "datetime 2020-09-24\n",
      "close 35.98395996 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 37.26669024 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 36.949383276000006 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------ buy ------\n",
      "datetime 2020-09-25\n",
      "close 34.70122968 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 36.497052071999995 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 36.787354188 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2020-09-28\n",
      "close 35.03879028 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 35.929950264 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 36.679334796 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2020-09-29\n",
      "close 34.4311812 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 35.389853304 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 36.483549648 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2020-09-30\n",
      "close 33.95859636 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 34.822751496 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 36.125735412 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2020-10-09\n",
      "close 34.36366908 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 34.49869332 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 35.88269178 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2020-10-12\n",
      "close 35.443863 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 34.647219984 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 35.572136028 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "datetime 2020-10-13\n",
      "close 35.1063024 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 34.660722408 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 35.295336336000005 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "datetime 2020-10-14\n",
      "close 34.63371756 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 34.70122968 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 35.045541492 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2020-10-15\n",
      "close 34.63371756 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 34.836253920000004 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 34.829502708 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------ buy ------\n",
      "datetime 2020-10-16\n",
      "close 34.7687418 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 34.917268464 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 34.707980892 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2020-10-19\n",
      "close 34.4311812 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 34.714732104 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 34.680976044 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------ buy ------\n",
      "datetime 2020-10-20\n",
      "close 34.16113272 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 34.525698168 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 34.593210288 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2020-10-21\n",
      "close 34.22864484 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 34.444683624 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 34.572956652 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2020-10-22\n",
      "close 34.36366908 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 34.390673928 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 34.613463924 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2020-10-23\n",
      "close 34.56620544 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 34.350166656 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 34.63371756 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "datetime 2020-10-26\n",
      "close 34.22864484 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 34.309659384 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 34.512195744 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2020-10-27\n",
      "close 33.82357212 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 34.242147263999996 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 34.383922716 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2020-10-28\n",
      "close 33.48601152 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 34.093620599999994 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 34.269152112 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2020-10-29\n",
      "close 33.68854788 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 33.95859636 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 34.174635144 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2020-10-30\n",
      "close 33.28347516 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 33.702050304 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 34.02610848 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2020-11-02\n",
      "close 33.82357212 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 33.62103576 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 33.965347572 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "datetime 2020-11-03\n",
      "close 34.0936206 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 33.675045456 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 33.95859636 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "datetime 2020-11-04\n",
      "close 33.55352364 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 33.68854788 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 33.89108424 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2020-11-05\n",
      "close 34.0936206 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 33.769562424 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 33.864079392 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "datetime 2020-11-06\n",
      "close 34.22864484 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 33.95859636 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 33.830323332 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2020-11-09\n",
      "close 34.56620544 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 34.107123023999996 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 33.864079392 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2020-11-10\n",
      "close 34.16113272 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 34.120625448 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 33.897835451999995 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2020-11-11\n",
      "close 34.7687418 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 34.36366908 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 34.02610848 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2020-11-12\n",
      "close 34.36366908 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 34.417678776 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 34.0936206 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2020-11-13\n",
      "close 33.55352364 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 34.282654536 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 34.120625448 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------ buy ------\n",
      "datetime 2020-11-16\n",
      "close 34.0936206 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 34.188137568 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 34.147630296 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------ buy ------\n",
      "datetime 2020-11-17\n",
      "close 35.1063024 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 34.377171504 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 34.248898476 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2020-11-18\n",
      "close 34.97127816 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 34.417678776 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 34.390673928 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2020-11-19\n",
      "close 34.7687418 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 34.49869332 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 34.458186048 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2020-11-20\n",
      "close 34.7687418 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 34.741736952 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 34.512195744 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2020-11-23\n",
      "close 35.03879028 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 34.930770888 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 34.559454228 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2020-11-24\n",
      "close 34.70122968 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 34.849756344 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 34.613463924 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2020-11-25\n",
      "close 34.70122968 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 34.795746648 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 34.606712712000004 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2020-11-26\n",
      "close 34.63371756 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 34.7687418 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 34.63371756 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------ buy ------\n",
      "datetime 2020-11-27\n",
      "close 35.1063024 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 34.836253920000004 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 34.788995436 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2020-11-30\n",
      "close 34.83625392 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 34.795746648 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 34.863258767999994 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "datetime 2020-12-01\n",
      "close 35.1063024 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 34.876761192 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 34.863258767999994 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2020-12-02\n",
      "close 35.03879028 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 34.94427331199999 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 34.87000998 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2020-12-03\n",
      "close 34.70122968 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 34.957775735999995 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 34.863258767999994 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------ buy ------\n",
      "datetime 2020-12-04\n",
      "close 34.36366908 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 34.809249072 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 34.822751496 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2020-12-07\n",
      "close 33.89108424 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 34.620215136 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 34.707980892 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2020-12-08\n",
      "close 33.89108424 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 34.377171504 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 34.626966347999996 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2020-12-09\n",
      "close 33.55352364 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 34.080118176 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 34.512195743999996 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2020-12-10\n",
      "close 33.55352364 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 33.850576968 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 34.404176352 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2020-12-11\n",
      "close 33.14845092 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 33.607533336 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 34.208391203999994 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2020-12-14\n",
      "close 33.4184994 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 33.513016368 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 34.066615752000004 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2020-12-15\n",
      "close 33.21596304 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 33.377992128 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 33.877581815999996 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2020-12-16\n",
      "close 32.87840244 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 33.242967887999995 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 33.661543032 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2020-12-17\n",
      "close 32.94591456 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 33.121446072000005 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 33.48601152 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2020-12-18\n",
      "close 32.54084184 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 32.999924256 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 33.303728796 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2020-12-21\n",
      "close 32.54084184 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 32.824392744 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 33.168704556 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2020-12-22\n",
      "close 32.13576912 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 32.60835396 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 32.993173044 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2020-12-23\n",
      "close 31.93323276 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 32.419320024 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 32.831143956 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2020-12-24\n",
      "close 31.19059944 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 32.068257 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 32.594851536 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2020-12-25\n",
      "close 31.25811156 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 31.811710943999998 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 32.4058176 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2020-12-28\n",
      "close 31.12308732 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 31.52816004 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 32.176276392 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2020-12-29\n",
      "close 31.59567216 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 31.420140648 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 32.014247303999994 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "datetime 2020-12-30\n",
      "close 31.52816004 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 31.339126104 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 31.879223064 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "datetime 2020-12-31\n",
      "close 31.25811156 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 31.352628528000004 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 31.710442764 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2021-01-04\n",
      "close 30.0428934 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 31.109584896 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 31.460647919999996 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2021-01-05\n",
      "close 30.11040552 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 30.907048536 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 31.217604288 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2021-01-06\n",
      "close 30.0428934 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 30.596492784 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 31.008316716000003 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2021-01-07\n",
      "close 29.84035704 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 30.258932184000003 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 30.799029144000002 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2021-01-08\n",
      "close 29.97538128 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 30.002386128 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 30.677507328 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2021-01-11\n",
      "close 29.63782068 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 29.921371584000003 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 30.51547824 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2021-01-12\n",
      "close 29.63782068 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 29.826854616000002 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 30.366951576 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2021-01-13\n",
      "close 29.90786916 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 29.799849768 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 30.198171276 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "datetime 2021-01-14\n",
      "close 30.44796612 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 29.921371584000003 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 30.090151884 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "datetime 2021-01-15\n",
      "close 30.44796612 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 30.015888552 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 30.009137340000002 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2021-01-18\n",
      "close 30.44796612 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 30.177917639999997 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 30.049644612 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2021-01-19\n",
      "close 31.12308732 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 30.474970968 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 30.150912792000003 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿5日均线------\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2021-01-20\n",
      "close 30.58299036 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 30.609995207999997 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 30.204922488 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2021-01-21\n",
      "close 30.31294188 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 30.582990360000004 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 30.252180972 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------收盘价上穿10日均线------\n",
      "------ buy ------\n",
      "datetime 2021-01-22\n",
      "close 29.77284492 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 30.44796612 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 30.231927336000002 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 1.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "------ buy ------\n",
      "datetime 2021-01-25\n",
      "close 28.96269948 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 30.150912792000003 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 30.164415216 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2021-01-26\n",
      "close 28.76016312 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 29.678327952 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 30.07664946 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2021-01-27\n",
      "close 28.89518736 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 29.340767352 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 29.97538128 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n",
      "datetime 2021-01-28\n",
      "close 28.76016312 <backtrader.linebuffer.LineBuffer object at 0x7f4dc71a5100>\n",
      "sma5 29.0302116 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5760>\n",
      "sma10 29.806600980000002 <backtrader.indicators.sma.SimpleMovingAverage object at 0x7f4dc71a5070>\n",
      "buy_sig 0.0 <backtrader.linebuffer.LinesOperation object at 0x7f4dc7199340>\n"
     ]
    }
   ],
   "source": [
    "class TestStrategy(bt.Strategy):\n",
    "    \n",
    "    def __init__(self):\n",
    "        self.sma5 = btind.SimpleMovingAverage(period=5) # 5日均线\n",
    "        self.sma10 = btind.SimpleMovingAverage(period=10) # 10日均线\n",
    "        self.buy_sig = self.sma5 > self.sma10 # 5日均线上穿10日均线\n",
    "      \n",
    "    def next(self):\n",
    "        # 提取当前时间点\n",
    "        print('datetime', self.datas[0].datetime.date(0))\n",
    "        # 打印当前值\n",
    "        print('close', self.data.close[0], self.data.close)\n",
    "        print('sma5', self.sma5[0], self.sma5)\n",
    "        print('sma10', self.sma10[0], self.sma10)\n",
    "        print('buy_sig', self.buy_sig[0], self.buy_sig)\n",
    "        # 比较收盘价与均线的大小\n",
    "        if self.data.close > self.sma5:\n",
    "            print('------收盘价上穿5日均线------')\n",
    "        if self.data.close[0] > self.sma10:\n",
    "            print('------收盘价上穿10日均线------')\n",
    "        if self.buy_sig:\n",
    "            print('------ buy ------')\n",
    "        \n",
    "cerebro2 = bt.Cerebro()\n",
    "st_date = datetime.datetime(2019,1,2)\n",
    "end_date = datetime.datetime(2021,1,28)\n",
    "datafeed1 = bt.feeds.PandasData(dataname=data1, fromdate=st_date, todate=end_date)\n",
    "cerebro2.adddata(datafeed1, name='600466.SH')       \n",
    "cerebro2.addstrategy(TestStrategy)\n",
    "rasult = cerebro2.run()\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 四、好用的运算指标"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {
    "collapsed": true,
    "jupyter": {
     "outputs_hidden": true
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "---------- datetime 2019-01-15 ------------------\n",
      "close: 33.06489128 ma5: 33.18826774 ma10: 33.101904218\n",
      "close>ma5 False close>ma10 False ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 33.18826774 33.18826774\n",
      "self.Min 33.06489128 33.06489128\n",
      "self.Sum 99.355063238 99.355063238\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-01-16 ------------------\n",
      "close: 32.63307367 ma5: 32.966190112 ma10: 33.12657951\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 33.12657951 33.12657951\n",
      "self.Min 32.63307367 32.63307367\n",
      "self.Sum 98.72584329200001 98.72584329200001\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-01-17 ------------------\n",
      "close: 32.0778796 ma5: 32.682424254 ma10: 33.151254802\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 33.151254802 33.151254802\n",
      "self.Min 32.0778796 32.0778796\n",
      "self.Sum 97.911558656 97.911558656\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-01-18 ------------------\n",
      "close: 32.75645013 ma5: 32.608398378 ma10: 33.077228926\n",
      "close>ma5 True close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 33.077228926 33.077228926\n",
      "self.Min 32.608398378 32.608398378\n",
      "self.Sum 98.442077434 98.442077434\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-01-21 ------------------\n",
      "close: 32.44800898 ma5: 32.596060732 ma10: 32.960021289\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 32.960021289 32.960021289\n",
      "self.Min 32.44800898 32.44800898\n",
      "self.Sum 98.00409100099999 98.00409100099999\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-01-22 ------------------\n",
      "close: 32.44800898 ma5: 32.472684271999995 ma10: 32.830476006\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 32.830476006 32.830476006\n",
      "self.Min 32.44800898 32.44800898\n",
      "self.Sum 97.75116925799999 97.75116925799999\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-01-23 ------------------\n",
      "close: 32.50969721 ma5: 32.44800898 ma10: 32.707099546\n",
      "close>ma5 True close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 32.707099546 32.707099546\n",
      "self.Min 32.44800898 32.44800898\n",
      "self.Sum 97.664805736 97.664805736\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-01-24 ------------------\n",
      "close: 32.38632075 ma5: 32.50969721 ma10: 32.596060732\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 32.596060732 32.596060732\n",
      "self.Min 32.38632075 32.38632075\n",
      "self.Sum 97.492078692 97.49207869199999\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-01-25 ------------------\n",
      "close: 33.06489128 ma5: 32.57138544 ma10: 32.589891909\n",
      "close>ma5 True close>ma10 True ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 33.06489128 33.06489128\n",
      "self.Min 32.57138544 32.57138544\n",
      "self.Sum 98.226168629 98.226168629\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-01-28 ------------------\n",
      "close: 33.86683827 ma5: 32.855151297999996 ma10: 32.725606015\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 33.86683827 33.86683827\n",
      "self.Min 32.725606015 32.725606015\n",
      "self.Sum 99.447595583 99.447595583\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-01-29 ------------------\n",
      "close: 34.79216172 ma5: 33.323981846 ma10: 32.898333058999995\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 34.79216172 34.79216172\n",
      "self.Min 32.898333058999995 32.898333058999995\n",
      "self.Sum 101.014476625 101.01447662500001\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-01-30 ------------------\n",
      "close: 34.23696765 ma5: 33.669435934 ma10: 33.058722457\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 34.23696765 34.23696765\n",
      "self.Min 33.058722457 33.058722457\n",
      "self.Sum 100.96512604099999 100.96512604099999\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-01-31 ------------------\n",
      "close: 34.23696765 ma5: 34.039565314 ma10: 33.274631262\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 34.23696765 34.23696765\n",
      "self.Min 33.274631262 33.274631262\n",
      "self.Sum 101.551164226 101.551164226\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-02-01 ------------------\n",
      "close: 34.73047349 ma5: 34.372681756 ma10: 33.472033598\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 34.73047349 34.73047349\n",
      "self.Min 33.472033598 33.472033598\n",
      "self.Sum 102.575188844 102.575188844\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-02-11 ------------------\n",
      "close: 35.71748517 ma5: 34.742811136 ma10: 33.798981217\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 35.71748517 35.71748517\n",
      "self.Min 33.798981217 33.798981217\n",
      "self.Sum 104.25927752300001 104.25927752300001\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-02-12 ------------------\n",
      "close: 35.65579694 ma5: 34.91553818 ma10: 34.119760013000004\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 35.65579694 35.65579694\n",
      "self.Min 34.119760013000004 34.119760013000004\n",
      "self.Sum 104.691095133 104.691095133\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-02-13 ------------------\n",
      "close: 36.3960557 ma5: 35.34735579 ma10: 34.508395862\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 36.3960557 36.3960557\n",
      "self.Min 34.508395862 34.508395862\n",
      "self.Sum 106.251807352 106.25180735199999\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-02-14 ------------------\n",
      "close: 36.14930278 ma5: 35.729822816 ma10: 34.884694065000005\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 36.14930278 36.14930278\n",
      "self.Min 34.884694065000005 34.884694065000005\n",
      "self.Sum 106.76381966100001 106.76381966100001\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-02-15 ------------------\n",
      "close: 34.91553818 ma5: 35.766835754 ma10: 35.069758754999995\n",
      "close>ma5 False close>ma10 False ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 35.766835754 35.766835754\n",
      "self.Min 34.91553818 34.91553818\n",
      "self.Sum 105.75213268899999 105.75213268899999\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-02-18 ------------------\n",
      "close: 35.90254986 ma5: 35.803848691999995 ma10: 35.273329914\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 35.90254986 35.90254986\n",
      "self.Min 35.273329914 35.273329914\n",
      "self.Sum 106.979728466 106.97972846600001\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-02-19 ------------------\n",
      "close: 35.10060287 ma5: 35.692809878000006 ma10: 35.304174029\n",
      "close>ma5 False close>ma10 False ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 35.692809878000006 35.692809878000006\n",
      "self.Min 35.10060287 35.10060287\n",
      "self.Sum 106.097586777 106.09758677700002\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-02-20 ------------------\n",
      "close: 35.40904402 ma5: 35.495407541999995 ma10: 35.421381666\n",
      "close>ma5 False close>ma10 False ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 35.495407541999995 35.495407541999995\n",
      "self.Min 35.40904402 35.40904402\n",
      "self.Sum 106.325833228 106.32583322800001\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-02-21 ------------------\n",
      "close: 34.85384995 ma5: 35.236316976 ma10: 35.483069896\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 35.483069896 35.483069896\n",
      "self.Min 34.85384995 34.85384995\n",
      "self.Sum 105.573236822 105.573236822\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-02-22 ------------------\n",
      "close: 35.1622911 ma5: 35.28566756 ma10: 35.526251657\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 35.526251657 35.526251657\n",
      "self.Min 35.1622911 35.1622911\n",
      "self.Sum 105.974210317 105.974210317\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-02-25 ------------------\n",
      "close: 37.012938 ma5: 35.507745188 ma10: 35.65579694\n",
      "close>ma5 True close>ma10 True ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 37.012938 37.012938\n",
      "self.Min 35.507745188 35.507745188\n",
      "self.Sum 108.17648012800001 108.17648012800001\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-02-26 ------------------\n",
      "close: 37.75319676 ma5: 36.038263966 ma10: 35.865536922000004\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 37.75319676 37.75319676\n",
      "self.Min 35.865536922000004 35.865536922000004\n",
      "self.Sum 109.65699764800002 109.656997648\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-02-27 ------------------\n",
      "close: 38.49345552 ma5: 36.655146265999996 ma10: 36.075276904\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 38.49345552 38.49345552\n",
      "self.Min 36.075276904 36.075276904\n",
      "self.Sum 111.22387868999999 111.22387868999999\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-02-28 ------------------\n",
      "close: 38.30839083 ma5: 37.346054442 ma10: 36.291185709000004\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 38.30839083 38.30839083\n",
      "self.Min 36.291185709000004 36.291185709000004\n",
      "self.Sum 111.94563098100001 111.945630981\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-03-01 ------------------\n",
      "close: 38.61683198 ma5: 38.036962618000004 ma10: 36.661315089\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 38.61683198 38.61683198\n",
      "self.Min 36.661315089 36.661315089\n",
      "self.Sum 113.315109687 113.315109687\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-03-04 ------------------\n",
      "close: 39.17202605 ma5: 38.468780228 ma10: 36.988262708\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 39.17202605 39.17202605\n",
      "self.Min 36.988262708 36.988262708\n",
      "self.Sum 114.629068986 114.62906898600001\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-03-05 ------------------\n",
      "close: 41.88630817 ma5: 39.295402509999995 ma10: 37.666833237999995\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 41.88630817 41.88630817\n",
      "self.Min 37.666833237999995 37.666833237999995\n",
      "self.Sum 118.84854391799999 118.84854391799999\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-03-06 ------------------\n",
      "close: 42.25643755 ma5: 40.047998916 ma10: 38.351572591\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 42.25643755 42.25643755\n",
      "self.Min 38.351572591 38.351572591\n",
      "self.Sum 120.656009057 120.65600905699999\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-03-07 ------------------\n",
      "close: 41.45449056 ma5: 40.677218862000004 ma10: 39.011636652\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 41.45449056 41.45449056\n",
      "self.Min 39.011636652 39.011636652\n",
      "self.Sum 121.14334607400001 121.14334607400001\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-03-08 ------------------\n",
      "close: 38.55514375 ma5: 40.664881216000005 ma10: 39.350921917\n",
      "close>ma5 False close>ma10 False ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 40.664881216000005 40.664881216000005\n",
      "self.Min 38.55514375 38.55514375\n",
      "self.Sum 118.570946883 118.570946883\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-03-11 ------------------\n",
      "close: 39.23371428 ma5: 40.677218862000004 ma10: 39.572999545\n",
      "close>ma5 False close>ma10 False ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 40.677218862000004 40.677218862000004\n",
      "self.Min 39.23371428 39.23371428\n",
      "self.Sum 119.483932687 119.483932687\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-03-12 ------------------\n",
      "close: 40.52916711 ma5: 40.40579065 ma10: 39.85059658\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 40.52916711 40.52916711\n",
      "self.Min 39.85059658 39.85059658\n",
      "self.Sum 120.78555434 120.78555434\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-03-13 ------------------\n",
      "close: 42.31812578 ma5: 40.418128296000006 ma10: 40.233063606\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 42.31812578 42.31812578\n",
      "self.Min 40.233063606 40.233063606\n",
      "self.Sum 122.96931768200001 122.96931768200001\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-03-14 ------------------\n",
      "close: 41.20773764 ma5: 40.368777712 ma10: 40.522998287\n",
      "close>ma5 True close>ma10 True ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 41.20773764 41.20773764\n",
      "self.Min 40.368777712 40.368777712\n",
      "self.Sum 122.09951363900001 122.09951363900001\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-03-15 ------------------\n",
      "close: 42.62656693 ma5: 41.183062348 ma10: 40.923971782\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 42.62656693 42.62656693\n",
      "self.Min 40.923971782 40.923971782\n",
      "self.Sum 124.73360106000001 124.73360106000001\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-03-18 ------------------\n",
      "close: 44.47721383 ma5: 42.231762258 ma10: 41.454490559999996\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 44.47721383 44.47721383\n",
      "self.Min 41.454490559999996 41.454490559999996\n",
      "self.Sum 128.163466648 128.163466648\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-03-19 ------------------\n",
      "close: 44.60059029 ma5: 43.046046894 ma10: 41.725918772\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 44.60059029 44.60059029\n",
      "self.Min 41.725918772 41.725918772\n",
      "self.Sum 129.37255595599999 129.37255595599999\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-03-20 ------------------\n",
      "close: 44.72396675 ma5: 43.527215088000005 ma10: 41.972671692\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 44.72396675 44.72396675\n",
      "self.Min 41.972671692 41.972671692\n",
      "self.Sum 130.22385353 130.22385352999999\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-03-21 ------------------\n",
      "close: 46.14279604 ma5: 44.514226768 ma10: 42.44150224\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 46.14279604 46.14279604\n",
      "self.Min 42.44150224 42.44150224\n",
      "self.Sum 133.098525048 133.098525048\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-03-22 ------------------\n",
      "close: 45.71097843 ma5: 45.131109068 ma10: 43.157085708\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 45.71097843 45.71097843\n",
      "self.Min 43.157085708 43.157085708\n",
      "self.Sum 133.999173206 133.999173206\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-03-25 ------------------\n",
      "close: 45.6492902 ma5: 45.365524342 ma10: 43.7986433\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 45.6492902 45.6492902\n",
      "self.Min 43.7986433 43.7986433\n",
      "self.Sum 134.813457842 134.813457842\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-03-26 ------------------\n",
      "close: 44.47721383 ma5: 45.340849049999996 ma10: 44.193447972\n",
      "close>ma5 False close>ma10 True ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 45.340849049999996 45.340849049999996\n",
      "self.Min 44.193447972 44.193447972\n",
      "self.Sum 134.011510852 134.011510852\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-03-27 ------------------\n",
      "close: 45.58760197 ma5: 45.513576094 ma10: 44.520395590999996\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 45.58760197 45.58760197\n",
      "self.Min 44.520395590999996 44.520395590999996\n",
      "self.Sum 135.621573655 135.621573655\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-03-28 ------------------\n",
      "close: 43.49020215 ma5: 44.983057316 ma10: 44.748642042\n",
      "close>ma5 False close>ma10 False ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 44.983057316 44.983057316\n",
      "self.Min 43.49020215 43.49020215\n",
      "self.Sum 133.221901508 133.221901508\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-03-29 ------------------\n",
      "close: 45.52591374 ma5: 44.946044377999996 ma10: 45.038576723\n",
      "close>ma5 True close>ma10 True ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 45.52591374 45.52591374\n",
      "self.Min 44.946044377999996 44.946044377999996\n",
      "self.Sum 135.51053484099998 135.51053484099998\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-04-01 ------------------\n",
      "close: 47.74669002 ma5: 45.365524342 ma10: 45.365524342\n",
      "close>ma5 True close>ma10 True ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 47.74669002 47.74669002\n",
      "self.Min 45.365524342 45.365524342\n",
      "self.Sum 138.477738704 138.477738704\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-04-02 ------------------\n",
      "close: 47.43824887 ma5: 45.95773135 ma10: 45.6492902\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 47.43824887 47.43824887\n",
      "self.Min 45.6492902 45.6492902\n",
      "self.Sum 139.04527042 139.04527042\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-04-03 ------------------\n",
      "close: 48.17850763 ma5: 46.475912482 ma10: 45.994744288\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 48.17850763 48.17850763\n",
      "self.Min 45.994744288 45.994744288\n",
      "self.Sum 140.6491644 140.64916440000002\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-04-04 ------------------\n",
      "close: 48.1168194 ma5: 47.401235932 ma10: 46.192146623999996\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 48.1168194 48.1168194\n",
      "self.Min 46.192146623999996 46.192146623999996\n",
      "self.Sum 141.710201956 141.710201956\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-04-08 ------------------\n",
      "close: 47.4999371 ma5: 47.796040604 ma10: 46.371042491000004\n",
      "close>ma5 False close>ma10 True ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 47.796040604 47.796040604\n",
      "self.Min 46.371042491000004 46.371042491000004\n",
      "self.Sum 141.667020195 141.66702019500002\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-04-09 ------------------\n",
      "close: 52.18824258 ma5: 48.684351116 ma10: 47.024937729\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 52.18824258 52.18824258\n",
      "self.Min 47.024937729 47.024937729\n",
      "self.Sum 147.897531425 147.897531425\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-04-10 ------------------\n",
      "close: 50.46097214 ma5: 49.288895769999996 ma10: 47.62331356\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 50.46097214 50.46097214\n",
      "self.Min 47.62331356 47.62331356\n",
      "self.Sum 147.37318147 147.37318147000002\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-04-11 ------------------\n",
      "close: 48.7337017 ma5: 49.399934584 ma10: 47.937923533\n",
      "close>ma5 False close>ma10 True ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 49.399934584 49.399934584\n",
      "self.Min 47.937923533 47.937923533\n",
      "self.Sum 146.071559817 146.071559817\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-04-12 ------------------\n",
      "close: 48.54863701 ma5: 49.486298106 ma10: 48.443767019\n",
      "close>ma5 False close>ma10 True ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 49.486298106 49.486298106\n",
      "self.Min 48.443767019 48.443767019\n",
      "self.Sum 146.478702135 146.478702135\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-04-15 ------------------\n",
      "close: 47.99344294 ma5: 49.584999274 ma10: 48.690519939\n",
      "close>ma5 False close>ma10 False ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 49.584999274 49.584999274\n",
      "self.Min 47.99344294 47.99344294\n",
      "self.Sum 146.268962153 146.26896215300002\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-04-16 ------------------\n",
      "close: 46.63630188 ma5: 48.474611134 ma10: 48.579481125\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 48.579481125 48.579481125\n",
      "self.Min 46.63630188 46.63630188\n",
      "self.Sum 143.690394139 143.69039413899998\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-04-17 ------------------\n",
      "close: 46.14279604 ma5: 47.610975914 ma10: 48.449935842\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 48.449935842 48.449935842\n",
      "self.Min 46.14279604 46.14279604\n",
      "self.Sum 142.203707796 142.203707796\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-04-18 ------------------\n",
      "close: 44.84734321 ma5: 46.833704216 ma10: 48.1168194\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 48.1168194 48.1168194\n",
      "self.Min 44.84734321 44.84734321\n",
      "self.Sum 139.797866826 139.797866826\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-04-19 ------------------\n",
      "close: 45.46422551 ma5: 46.216821916 ma10: 47.851560011\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 47.851560011 47.851560011\n",
      "self.Min 45.46422551 45.46422551\n",
      "self.Sum 139.532607437 139.532607437\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-04-22 ------------------\n",
      "close: 42.74994339 ma5: 45.168122006 ma10: 47.37656064\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 47.37656064 47.37656064\n",
      "self.Min 42.74994339 42.74994339\n",
      "self.Sum 135.294626036 135.294626036\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-04-23 ------------------\n",
      "close: 42.93500808 ma5: 44.427863246 ma10: 46.45123719\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 46.45123719 46.45123719\n",
      "self.Min 42.93500808 42.93500808\n",
      "self.Sum 133.814108516 133.814108516\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-04-24 ------------------\n",
      "close: 42.93500808 ma5: 43.786305654 ma10: 45.698640784\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 45.698640784 45.698640784\n",
      "self.Min 42.93500808 42.93500808\n",
      "self.Sum 132.419954518 132.419954518\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-04-25 ------------------\n",
      "close: 42.68825516 ma5: 43.354488044 ma10: 45.094096130000004\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 45.094096130000004 45.094096130000004\n",
      "self.Min 42.68825516 42.68825516\n",
      "self.Sum 131.136839334 131.136839334\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-04-26 ------------------\n",
      "close: 42.99669631 ma5: 42.860982203999995 ma10: 44.53890206\n",
      "close>ma5 True close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 44.53890206 44.53890206\n",
      "self.Min 42.860982203999995 42.860982203999995\n",
      "self.Sum 130.39658057399998 130.39658057399998\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-04-29 ------------------\n",
      "close: 43.36682569 ma5: 42.984358664 ma10: 44.076240335\n",
      "close>ma5 True close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 44.076240335 44.076240335\n",
      "self.Min 42.984358664 42.984358664\n",
      "self.Sum 130.427424689 130.42742468900002\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-04-30 ------------------\n",
      "close: 42.93500808 ma5: 42.984358664 ma10: 43.706110955\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 43.706110955 43.706110955\n",
      "self.Min 42.93500808 42.93500808\n",
      "self.Sum 129.625477699 129.625477699\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-05-06 ------------------\n",
      "close: 38.61683198 ma5: 42.120723444 ma10: 42.953514549\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 42.953514549 42.953514549\n",
      "self.Min 38.61683198 38.61683198\n",
      "self.Sum 123.691069973 123.691069973\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-05-07 ------------------\n",
      "close: 40.15903773 ma5: 41.614879958 ma10: 42.484684001\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 42.484684001 42.484684001\n",
      "self.Min 40.15903773 40.15903773\n",
      "self.Sum 124.258601689 124.258601689\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-05-08 ------------------\n",
      "close: 40.1590375 ma5: 41.047348196 ma10: 41.9541652\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 41.9541652 41.9541652\n",
      "self.Min 40.1590375 40.1590375\n",
      "self.Sum 123.16055089599999 123.16055089599999\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-05-09 ------------------\n",
      "close: 40.22329196 ma5: 40.41864145 ma10: 41.701500057\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 41.701500057 41.701500057\n",
      "self.Min 40.22329196 40.22329196\n",
      "self.Sum 122.343433467 122.34343346699998\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-05-10 ------------------\n",
      "close: 41.1228544 ma5: 40.056210713999995 ma10: 41.520284689\n",
      "close>ma5 True close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 41.520284689 41.520284689\n",
      "self.Min 40.056210713999995 40.056210713999995\n",
      "self.Sum 122.69934980299999 122.69934980299999\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-05-13 ------------------\n",
      "close: 39.90201966 ma5: 40.31324825 ma10: 41.216985847000004\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 41.216985847000004 41.216985847000004\n",
      "self.Min 39.90201966 39.90201966\n",
      "self.Sum 121.43225375700001 121.432253757\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-05-14 ------------------\n",
      "close: 39.5164929 ma5: 40.184739284 ma10: 40.899809620999996\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 40.899809620999996 40.899809620999996\n",
      "self.Min 39.5164929 39.5164929\n",
      "self.Sum 120.601041805 120.60104180500001\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-05-15 ------------------\n",
      "close: 40.35180088 ma5: 40.22329196 ma10: 40.635320078\n",
      "close>ma5 True close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 40.635320078 40.635320078\n",
      "self.Min 40.22329196 40.22329196\n",
      "self.Sum 121.210412918 121.21041291799999\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-05-16 ------------------\n",
      "close: 40.60881872 ma5: 40.300397312 ma10: 40.359519381\n",
      "close>ma5 True close>ma10 True ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 40.60881872 40.60881872\n",
      "self.Min 40.300397312 40.300397312\n",
      "self.Sum 121.268735413 121.268735413\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-05-17 ------------------\n",
      "close: 39.96627412 ma5: 40.069081256000004 ma10: 40.062645985\n",
      "close>ma5 False close>ma10 False ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 40.069081256000004 40.069081256000004\n",
      "self.Min 39.96627412 39.96627412\n",
      "self.Sum 120.098001361 120.098001361\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-05-20 ------------------\n",
      "close: 39.38798398 ma5: 39.96627412 ma10: 40.139761185\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 40.139761185 40.139761185\n",
      "self.Min 39.38798398 39.38798398\n",
      "self.Sum 119.49401928500001 119.49401928500001\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-05-21 ------------------\n",
      "close: 39.96627412 ma5: 40.056230364 ma10: 40.120484824\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 40.120484824 40.120484824\n",
      "self.Min 39.96627412 39.96627412\n",
      "self.Sum 120.14298930800001 120.142989308\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-05-22 ------------------\n",
      "close: 39.38798398 ma5: 39.863466984 ma10: 40.043379472000005\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 40.043379472000005 40.043379472000005\n",
      "self.Min 39.38798398 39.38798398\n",
      "self.Sum 119.29483043600001 119.294830436\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-05-23 ------------------\n",
      "close: 38.61693046 ma5: 39.465089332000005 ma10: 39.882743321999996\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 39.882743321999996 39.882743321999996\n",
      "self.Min 38.61693046 38.61693046\n",
      "self.Sum 117.964763114 117.96476311400001\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-05-24 ------------------\n",
      "close: 37.52460464 ma5: 38.976755436000005 ma10: 39.522918346\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 39.522918346 39.522918346\n",
      "self.Min 37.52460464 37.52460464\n",
      "self.Sum 116.02427842200001 116.024278422\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-05-27 ------------------\n",
      "close: 38.42416708 ma5: 38.783992056 ma10: 39.375133088\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 39.375133088 39.375133088\n",
      "self.Min 38.42416708 38.42416708\n",
      "self.Sum 116.58329222399999 116.583292224\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-05-28 ------------------\n",
      "close: 38.552676 ma5: 38.50127243199999 ma10: 39.278751398\n",
      "close>ma5 True close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 39.278751398 39.278751398\n",
      "self.Min 38.50127243199999 38.50127243199999\n",
      "self.Sum 116.33269983 116.33269982999998\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-05-29 ------------------\n",
      "close: 37.9101314 ma5: 38.205701915999995 ma10: 39.03458445\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 39.03458445 39.03458445\n",
      "self.Min 37.9101314 37.9101314\n",
      "self.Sum 115.15041776599999 115.15041776599999\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-05-30 ------------------\n",
      "close: 38.03864032 ma5: 38.090043888 ma10: 38.777566609999994\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 38.777566609999994 38.777566609999994\n",
      "self.Min 38.03864032 38.03864032\n",
      "self.Sum 114.90625081799999 114.90625081799999\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-05-31 ------------------\n",
      "close: 38.03864032 ma5: 38.192851024 ma10: 38.58480323\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 38.58480323 38.58480323\n",
      "self.Min 38.03864032 38.03864032\n",
      "self.Sum 114.816294574 114.81629457399998\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-06-03 ------------------\n",
      "close: 37.71736802 ma5: 38.051491211999995 ma10: 38.417741633999995\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 38.417741633999995 38.417741633999995\n",
      "self.Min 37.71736802 37.71736802\n",
      "self.Sum 114.18660086599999 114.18660086599999\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-06-04 ------------------\n",
      "close: 36.68929666 ma5: 37.678815344 ma10: 38.090043888\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 38.090043888 38.090043888\n",
      "self.Min 36.68929666 36.68929666\n",
      "self.Sum 112.458155892 112.458155892\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-06-05 ------------------\n",
      "close: 37.52460464 ma5: 37.601709991999996 ma10: 37.903705953999996\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 37.903705953999996 37.903705953999996\n",
      "self.Min 37.52460464 37.52460464\n",
      "self.Sum 113.03002058599999 113.03002058599999\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-06-06 ------------------\n",
      "close: 36.6250422 ma5: 37.318990368 ma10: 37.704517128\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 37.704517128 37.704517128\n",
      "self.Min 36.6250422 36.6250422\n",
      "self.Sum 111.648549696 111.648549696\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-06-10 ------------------\n",
      "close: 37.97438586 ma5: 37.306139476 ma10: 37.74949525\n",
      "close>ma5 True close>ma10 True ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 37.97438586 37.97438586\n",
      "self.Min 37.306139476 37.306139476\n",
      "self.Sum 113.030020586 113.030020586\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-06-11 ------------------\n",
      "close: 39.96627412 ma5: 37.755920696 ma10: 37.903705953999996\n",
      "close>ma5 True close>ma10 True ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 39.96627412 39.96627412\n",
      "self.Min 37.755920696 37.755920696\n",
      "self.Sum 115.62590076999999 115.62590076999999\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-06-12 ------------------\n",
      "close: 39.96627412 ma5: 38.411316188 ma10: 38.045065766\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 39.96627412 39.96627412\n",
      "self.Min 38.045065766 38.045065766\n",
      "self.Sum 116.422656074 116.422656074\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-06-13 ------------------\n",
      "close: 39.77351074 ma5: 38.861097408 ma10: 38.2314037\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 39.77351074 39.77351074\n",
      "self.Min 38.2314037 38.2314037\n",
      "self.Sum 116.866011848 116.866011848\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-06-14 ------------------\n",
      "close: 40.93009102 ma5: 39.722107172 ma10: 38.52054877\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 40.93009102 40.93009102\n",
      "self.Min 38.52054877 38.52054877\n",
      "self.Sum 119.17274696199999 119.17274696199999\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-06-17 ------------------\n",
      "close: 40.54456426 ma5: 40.236142852 ma10: 38.771141164\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 40.54456426 40.54456426\n",
      "self.Min 38.771141164 38.771141164\n",
      "self.Sum 119.551848276 119.551848276\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-06-18 ------------------\n",
      "close: 40.22329196 ma5: 40.28754642 ma10: 39.021733558\n",
      "close>ma5 False close>ma10 True ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 40.28754642 40.28754642\n",
      "self.Min 39.021733558 39.021733558\n",
      "self.Sum 119.53257193799999 119.532571938\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-06-19 ------------------\n",
      "close: 40.22329196 ma5: 40.338949988 ma10: 39.375133088\n",
      "close>ma5 False close>ma10 True ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 40.338949988 40.338949988\n",
      "self.Min 39.375133088 39.375133088\n",
      "self.Sum 119.93737503599999 119.93737503599999\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-06-20 ------------------\n",
      "close: 41.1228544 ma5: 40.60881872 ma10: 39.734958064\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 41.1228544 41.1228544\n",
      "self.Min 39.734958064 39.734958064\n",
      "self.Sum 121.466631184 121.46663118400001\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-06-21 ------------------\n",
      "close: 41.18710886 ma5: 40.660222288 ma10: 40.191164730000004\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 41.18710886 41.18710886\n",
      "self.Min 40.191164730000004 40.191164730000004\n",
      "self.Sum 122.038495878 122.038495878\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-06-24 ------------------\n",
      "close: 41.4441267 ma5: 40.840134776 ma10: 40.538138814\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 41.4441267 41.4441267\n",
      "self.Min 40.538138814 40.538138814\n",
      "self.Sum 122.82240028999999 122.82240029\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-06-25 ------------------\n",
      "close: 40.60881872 ma5: 40.917240128 ma10: 40.602393274\n",
      "close>ma5 False close>ma10 True ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 40.917240128 40.917240128\n",
      "self.Min 40.602393274 40.602393274\n",
      "self.Sum 122.128452122 122.128452122\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-06-26 ------------------\n",
      "close: 40.60881872 ma5: 40.99434548000001 ma10: 40.666647734\n",
      "close>ma5 False close>ma10 False ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 40.99434548000001 40.99434548000001\n",
      "self.Min 40.60881872 40.60881872\n",
      "self.Sum 122.26981193400002 122.269811934\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-06-27 ------------------\n",
      "close: 40.93009102 ma5: 40.955792804 ma10: 40.782305762\n",
      "close>ma5 False close>ma10 True ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 40.955792804 40.955792804\n",
      "self.Min 40.782305762 40.782305762\n",
      "self.Sum 122.668189586 122.668189586\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-06-28 ------------------\n",
      "close: 39.96627412 ma5: 40.711625856 ma10: 40.685924072\n",
      "close>ma5 False close>ma10 False ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 40.711625856 40.711625856\n",
      "self.Min 39.96627412 39.96627412\n",
      "self.Sum 121.363824048 121.363824048\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-07-01 ------------------\n",
      "close: 40.73732764 ma5: 40.570266044 ma10: 40.705200409999996\n",
      "close>ma5 True close>ma10 True ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 40.73732764 40.73732764\n",
      "self.Min 40.570266044 40.570266044\n",
      "self.Sum 122.01279409399999 122.01279409399999\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-07-02 ------------------\n",
      "close: 40.28754642 ma5: 40.506011584 ma10: 40.711625856\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 40.711625856 40.711625856\n",
      "self.Min 40.28754642 40.28754642\n",
      "self.Sum 121.50518385999999 121.50518385999999\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-07-03 ------------------\n",
      "close: 41.37987224 ma5: 40.660222288 ma10: 40.827283884\n",
      "close>ma5 True close>ma10 True ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 41.37987224 41.37987224\n",
      "self.Min 40.660222288 40.660222288\n",
      "self.Sum 122.867378412 122.867378412\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-07-04 ------------------\n",
      "close: 42.0866713 ma5: 40.891538344 ma10: 40.923665574\n",
      "close>ma5 True close>ma10 True ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 42.0866713 42.0866713\n",
      "self.Min 40.891538344 40.891538344\n",
      "self.Sum 123.90187521799999 123.90187521799999\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-07-05 ------------------\n",
      "close: 41.1228544 ma5: 41.1228544 ma10: 40.917240127999996\n",
      "close>ma5 False close>ma10 True ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 41.1228544 41.1228544\n",
      "self.Min 40.917240127999996 40.917240127999996\n",
      "self.Sum 123.16294892799999 123.16294892799999\n",
      "self.Cmp 0.0 -1\n",
      "---------- datetime 2019-07-08 ------------------\n",
      "close: 39.58074736 ma5: 40.891538344 ma10: 40.730902193999995\n",
      "close>ma5 False close>ma10 False ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 40.891538344 40.891538344\n",
      "self.Min 39.58074736 39.58074736\n",
      "self.Sum 121.20318789799998 121.20318789799998\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-07-09 ------------------\n",
      "close: 39.5164929 ma5: 40.737327640000004 ma10: 40.621669612\n",
      "close>ma5 False close>ma10 False ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 40.737327640000004 40.737327640000004\n",
      "self.Min 39.5164929 39.5164929\n",
      "self.Sum 120.875490152 120.87549015200001\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-07-10 ------------------\n",
      "close: 37.71736802 ma5: 40.004826795999996 ma10: 40.332524542\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 40.332524542 40.332524542\n",
      "self.Min 37.71736802 37.71736802\n",
      "self.Sum 118.054719358 118.054719358\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-07-11 ------------------\n",
      "close: 39.5164929 ma5: 39.490791116000004 ma10: 40.191164730000004\n",
      "close>ma5 True close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 40.191164730000004 40.191164730000004\n",
      "self.Min 39.490791116000004 39.490791116000004\n",
      "self.Sum 119.19844874600001 119.198448746\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-07-12 ------------------\n",
      "close: 39.38798398 ma5: 39.143817032 ma10: 40.133335716\n",
      "close>ma5 True close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 40.133335716 40.133335716\n",
      "self.Min 39.143817032 39.143817032\n",
      "self.Sum 118.665136728 118.66513672800001\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-07-15 ------------------\n",
      "close: 40.22329196 ma5: 39.272325952 ma10: 40.081932148\n",
      "close>ma5 True close>ma10 True ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 40.22329196 40.22329196\n",
      "self.Min 39.272325952 39.272325952\n",
      "self.Sum 119.57755006 119.57755006000001\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-07-16 ------------------\n",
      "close: 41.25136332 ma5: 39.619300036000006 ma10: 40.178313838\n",
      "close>ma5 True close>ma10 True ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 41.25136332 41.25136332\n",
      "self.Min 39.619300036000006 39.619300036000006\n",
      "self.Sum 121.048977194 121.048977194\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-07-17 ------------------\n",
      "close: 41.18710886 ma5: 40.313248204000004 ma10: 40.1590375\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 41.18710886 41.18710886\n",
      "self.Min 40.1590375 40.1590375\n",
      "self.Sum 121.659394564 121.65939456400001\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-07-18 ------------------\n",
      "close: 40.22329196 ma5: 40.454608015999995 ma10: 39.972699566\n",
      "close>ma5 False close>ma10 True ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 40.454608015999995 40.454608015999995\n",
      "self.Min 39.972699566 39.972699566\n",
      "self.Sum 120.650599542 120.650599542\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-07-19 ------------------\n",
      "close: 41.765399 ma5: 40.93009102 ma10: 40.036954026000004\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 41.765399 41.765399\n",
      "self.Min 40.036954026000004 40.036954026000004\n",
      "self.Sum 122.73244404600001 122.73244404600001\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-07-22 ------------------\n",
      "close: 40.67307318 ma5: 41.020047264000006 ma10: 40.146186608\n",
      "close>ma5 False close>ma10 True ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 41.020047264000006 41.020047264000006\n",
      "self.Min 40.146186608 40.146186608\n",
      "self.Sum 121.83930705200001 121.83930705200001\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-07-23 ------------------\n",
      "close: 40.67307318 ma5: 40.904389236 ma10: 40.261844636\n",
      "close>ma5 False close>ma10 True ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 40.904389236 40.904389236\n",
      "self.Min 40.261844636 40.261844636\n",
      "self.Sum 121.83930705200001 121.839307052\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-07-24 ------------------\n",
      "close: 40.54456426 ma5: 40.775880316 ma10: 40.54456426\n",
      "close>ma5 False close>ma10 False ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 40.775880316 40.775880316\n",
      "self.Min 40.54456426 40.54456426\n",
      "self.Sum 121.865008836 121.865008836\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-07-25 ------------------\n",
      "close: 40.09478304 ma5: 40.750178532 ma10: 40.602393274\n",
      "close>ma5 False close>ma10 False ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 40.750178532 40.750178532\n",
      "self.Min 40.09478304 40.09478304\n",
      "self.Sum 121.447354846 121.447354846\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-07-26 ------------------\n",
      "close: 40.99434548 ma5: 40.595967828000006 ma10: 40.763029424\n",
      "close>ma5 True close>ma10 True ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 40.99434548 40.99434548\n",
      "self.Min 40.595967828000006 40.595967828000006\n",
      "self.Sum 122.35334273200002 122.35334273200002\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-07-29 ------------------\n",
      "close: 40.22329196 ma5: 40.506011584 ma10: 40.763029424\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 40.763029424 40.763029424\n",
      "self.Min 40.22329196 40.22329196\n",
      "self.Sum 121.492332968 121.492332968\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-07-30 ------------------\n",
      "close: 40.28754642 ma5: 40.428906231999996 ma10: 40.666647734\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 40.666647734 40.666647734\n",
      "self.Min 40.28754642 40.28754642\n",
      "self.Sum 121.383100386 121.383100386\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-07-31 ------------------\n",
      "close: 39.25947506 ma5: 40.171888392 ma10: 40.473884354\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 40.473884354 40.473884354\n",
      "self.Min 39.25947506 39.25947506\n",
      "self.Sum 119.905247806 119.905247806\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-08-01 ------------------\n",
      "close: 38.48842154 ma5: 39.850616091999996 ma10: 40.300397312\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 40.300397312 40.300397312\n",
      "self.Min 38.48842154 38.48842154\n",
      "self.Sum 118.63943494399999 118.63943494399999\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-08-02 ------------------\n",
      "close: 37.33184126 ma5: 39.118115247999995 ma10: 39.857041538\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 39.857041538 39.857041538\n",
      "self.Min 37.33184126 37.33184126\n",
      "self.Sum 116.30699804599999 116.30699804599999\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-08-05 ------------------\n",
      "close: 36.9463145 ma5: 38.462719756 ma10: 39.48436567\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 39.48436567 39.48436567\n",
      "self.Min 36.9463145 36.9463145\n",
      "self.Sum 114.893399926 114.893399926\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-08-06 ------------------\n",
      "close: 37.2675868 ma5: 37.858727832 ma10: 39.143817032\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 39.143817032 39.143817032\n",
      "self.Min 37.2675868 37.2675868\n",
      "self.Sum 114.27013166399999 114.27013166399999\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-08-07 ------------------\n",
      "close: 37.5888591 ma5: 37.52460463999999 ma10: 38.848246516\n",
      "close>ma5 True close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 38.848246516 38.848246516\n",
      "self.Min 37.52460463999999 37.52460463999999\n",
      "self.Sum 113.961710256 113.96171025599999\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-08-08 ------------------\n",
      "close: 37.13907788 ma5: 37.254735908 ma10: 38.552676\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 38.552676 38.552676\n",
      "self.Min 37.13907788 37.13907788\n",
      "self.Sum 112.94648978800001 112.946489788\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-08-09 ------------------\n",
      "close: 36.6250422 ma5: 37.113376096 ma10: 38.115745671999996\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 38.115745671999996 38.115745671999996\n",
      "self.Min 36.6250422 36.6250422\n",
      "self.Sum 111.854163968 111.854163968\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-08-12 ------------------\n",
      "close: 36.9463145 ma5: 37.113376096 ma10: 37.788047926000004\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 37.788047926000004 37.788047926000004\n",
      "self.Min 36.9463145 36.9463145\n",
      "self.Sum 111.84773852200001 111.84773852200001\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-08-13 ------------------\n",
      "close: 36.43227882 ma5: 36.9463145 ma10: 37.402521166\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 37.402521166 37.402521166\n",
      "self.Min 36.43227882 36.43227882\n",
      "self.Sum 110.781114486 110.781114486\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-08-14 ------------------\n",
      "close: 36.36802436 ma5: 36.702147552 ma10: 37.113376096\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 37.113376096 37.113376096\n",
      "self.Min 36.36802436 36.36802436\n",
      "self.Sum 110.183548008 110.183548008\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-08-15 ------------------\n",
      "close: 36.56078774 ma5: 36.586489524 ma10: 36.920612716\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 36.920612716 36.920612716\n",
      "self.Min 36.56078774 36.56078774\n",
      "self.Sum 110.06788998 110.06788998\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-08-16 ------------------\n",
      "close: 36.3037699 ma5: 36.522235064 ma10: 36.81780558\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 36.81780558 36.81780558\n",
      "self.Min 36.3037699 36.3037699\n",
      "self.Sum 109.64381054399999 109.64381054399999\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-08-19 ------------------\n",
      "close: 37.71736802 ma5: 36.676445768 ma10: 36.894910932\n",
      "close>ma5 True close>ma10 True ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 37.71736802 37.71736802\n",
      "self.Min 36.676445768 36.676445768\n",
      "self.Sum 111.28872472 111.28872472\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-08-20 ------------------\n",
      "close: 38.10289478 ma5: 37.01056896 ma10: 36.97844173\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 38.10289478 38.10289478\n",
      "self.Min 36.97844173 36.97844173\n",
      "self.Sum 112.09190547 112.09190547\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-08-21 ------------------\n",
      "close: 38.68118492 ma5: 37.473201072 ma10: 37.087674312000004\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 38.68118492 38.68118492\n",
      "self.Min 37.087674312000004 37.087674312000004\n",
      "self.Sum 113.242060304 113.242060304\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-08-22 ------------------\n",
      "close: 38.8739483 ma5: 37.935833184 ma10: 37.261161354\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 38.8739483 38.8739483\n",
      "self.Min 37.261161354 37.261161354\n",
      "self.Sum 114.07094283800001 114.07094283800001\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-08-23 ------------------\n",
      "close: 39.58074736 ma5: 38.591228676 ma10: 37.55673187\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 39.58074736 39.58074736\n",
      "self.Min 37.55673187 37.55673187\n",
      "self.Sum 115.728707906 115.728707906\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-08-26 ------------------\n",
      "close: 39.1952206 ma5: 38.886799192 ma10: 37.781622479999996\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 39.1952206 39.1952206\n",
      "self.Min 37.781622479999996 37.781622479999996\n",
      "self.Sum 115.86364227199999 115.86364227199999\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-08-27 ------------------\n",
      "close: 38.93820276 ma5: 39.053860787999994 ma10: 38.032214874\n",
      "close>ma5 False close>ma10 True ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 39.053860787999994 39.053860787999994\n",
      "self.Min 38.032214874 38.032214874\n",
      "self.Sum 116.024278422 116.024278422\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-08-28 ------------------\n",
      "close: 38.93820276 ma5: 39.105264356 ma10: 38.289232714\n",
      "close>ma5 False close>ma10 True ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 39.105264356 39.105264356\n",
      "self.Min 38.289232714 38.289232714\n",
      "self.Sum 116.33269983 116.33269983\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-08-29 ------------------\n",
      "close: 37.78162248 ma5: 38.886799192 ma10: 38.411316188\n",
      "close>ma5 False close>ma10 False ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 38.886799192 38.886799192\n",
      "self.Min 37.78162248 37.78162248\n",
      "self.Sum 115.07973786 115.07973786000001\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-08-30 ------------------\n",
      "close: 36.68929666 ma5: 38.308509052 ma10: 38.449868864\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 38.449868864 38.449868864\n",
      "self.Min 36.68929666 36.68929666\n",
      "self.Sum 113.447674576 113.447674576\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-09-02 ------------------\n",
      "close: 37.2675868 ma5: 37.922982292 ma10: 38.404890742\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 38.404890742 38.404890742\n",
      "self.Min 37.2675868 37.2675868\n",
      "self.Sum 113.595459834 113.595459834\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-09-03 ------------------\n",
      "close: 37.13907788 ma5: 37.563157316 ma10: 38.308509052\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 38.308509052 38.308509052\n",
      "self.Min 37.13907788 37.13907788\n",
      "self.Sum 113.01074424800001 113.01074424800001\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-09-04 ------------------\n",
      "close: 38.42416708 ma5: 37.46035018 ma10: 38.282807268\n",
      "close>ma5 True close>ma10 True ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 38.42416708 38.42416708\n",
      "self.Min 37.46035018 37.46035018\n",
      "self.Sum 114.167324528 114.167324528\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-09-05 ------------------\n",
      "close: 38.74543938 ma5: 37.653113559999994 ma10: 38.269956375999996\n",
      "close>ma5 True close>ma10 True ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 38.74543938 38.74543938\n",
      "self.Min 37.653113559999994 37.653113559999994\n",
      "self.Sum 114.66850931599998 114.668509316\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-09-06 ------------------\n",
      "close: 39.06671168 ma5: 38.128596564 ma10: 38.218552808\n",
      "close>ma5 True close>ma10 True ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 39.06671168 39.06671168\n",
      "self.Min 38.128596564 38.128596564\n",
      "self.Sum 115.41386105199999 115.41386105199999\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-09-09 ------------------\n",
      "close: 39.58074736 ma5: 38.591228676 ma10: 38.257105484\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 39.58074736 39.58074736\n",
      "self.Min 38.257105484 38.257105484\n",
      "self.Sum 116.42908152 116.42908152\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-09-10 ------------------\n",
      "close: 39.13096614 ma5: 38.989606327999994 ma10: 38.276381822\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 39.13096614 39.13096614\n",
      "self.Min 38.276381822 38.276381822\n",
      "self.Sum 116.39695429 116.39695428999998\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-09-11 ------------------\n",
      "close: 38.8739483 ma5: 39.079562572 ma10: 38.269956375999996\n",
      "close>ma5 False close>ma10 True ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 39.079562572 39.079562572\n",
      "self.Min 38.269956375999996 38.269956375999996\n",
      "self.Sum 116.22346724799999 116.223467248\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-09-12 ------------------\n",
      "close: 40.73732764 ma5: 39.477940223999994 ma10: 38.565526891999994\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 40.73732764 40.73732764\n",
      "self.Min 38.565526891999994 38.565526891999994\n",
      "self.Sum 118.78079475599998 118.78079475599999\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-09-16 ------------------\n",
      "close: 40.60881872 ma5: 39.786361632 ma10: 38.957479098\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 40.60881872 40.60881872\n",
      "self.Min 38.957479098 38.957479098\n",
      "self.Sum 119.35265945 119.35265945\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-09-17 ------------------\n",
      "close: 40.03052858 ma5: 39.876317876 ma10: 39.233773276\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 40.03052858 40.03052858\n",
      "self.Min 39.233773276 39.233773276\n",
      "self.Sum 119.140619732 119.140619732\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-09-18 ------------------\n",
      "close: 41.1228544 ma5: 40.274695528 ma10: 39.632150928\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 41.1228544 41.1228544\n",
      "self.Min 39.632150928 39.632150928\n",
      "self.Sum 121.029700856 121.029700856\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-09-19 ------------------\n",
      "close: 40.4803098 ma5: 40.595967828 ma10: 39.8377652\n",
      "close>ma5 False close>ma10 True ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 40.595967828 40.595967828\n",
      "self.Min 39.8377652 39.8377652\n",
      "self.Sum 120.91404282799999 120.91404282799999\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-09-20 ------------------\n",
      "close: 40.41605534 ma5: 40.531713368 ma10: 40.004826795999996\n",
      "close>ma5 False close>ma10 True ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 40.531713368 40.531713368\n",
      "self.Min 40.004826795999996 40.004826795999996\n",
      "self.Sum 120.95259550399999 120.95259550399999\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-09-23 ------------------\n",
      "close: 39.64500182 ma5: 40.338949988 ma10: 40.06265581\n",
      "close>ma5 False close>ma10 False ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 40.338949988 40.338949988\n",
      "self.Min 39.64500182 39.64500182\n",
      "self.Sum 120.046607618 120.046607618\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-09-24 ------------------\n",
      "close: 39.1952206 ma5: 40.171888392 ma10: 40.024103134\n",
      "close>ma5 False close>ma10 False ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 40.171888392 40.171888392\n",
      "self.Min 39.1952206 39.1952206\n",
      "self.Sum 119.391212126 119.391212126\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-09-25 ------------------\n",
      "close: 39.70925628 ma5: 39.889168768000005 ma10: 40.081932148\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 40.081932148 40.081932148\n",
      "self.Min 39.70925628 39.70925628\n",
      "self.Sum 119.680357196 119.680357196\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-09-26 ------------------\n",
      "close: 39.1952206 ma5: 39.632150928 ma10: 40.114059378\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 40.114059378 40.114059378\n",
      "self.Min 39.1952206 39.1952206\n",
      "self.Sum 118.941430906 118.94143090600001\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-09-27 ------------------\n",
      "close: 38.68118492 ma5: 39.285176844 ma10: 39.908445106\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 39.908445106 39.908445106\n",
      "self.Min 38.68118492 38.68118492\n",
      "self.Sum 117.87480687 117.87480687000001\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-09-30 ------------------\n",
      "close: 38.61693046 ma5: 39.079562572 ma10: 39.70925628\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 39.70925628 39.70925628\n",
      "self.Min 38.61693046 38.61693046\n",
      "self.Sum 117.405749312 117.405749312\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-10-08 ------------------\n",
      "close: 40.35180088 ma5: 39.310878628 ma10: 39.74138351\n",
      "close>ma5 True close>ma10 True ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 40.35180088 40.35180088\n",
      "self.Min 39.310878628 39.310878628\n",
      "self.Sum 119.40406301799999 119.404063018\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-10-09 ------------------\n",
      "close: 41.50838116 ma5: 39.670703603999996 ma10: 39.779936186\n",
      "close>ma5 True close>ma10 True ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 41.50838116 41.50838116\n",
      "self.Min 39.670703603999996 39.670703603999996\n",
      "self.Sum 120.95902095 120.95902095\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-10-10 ------------------\n",
      "close: 42.4079436 ma5: 40.313248204000004 ma10: 39.972699566\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 42.4079436 42.4079436\n",
      "self.Min 39.972699566 39.972699566\n",
      "self.Sum 122.69389137000002 122.69389137\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-10-11 ------------------\n",
      "close: 42.7292159 ma5: 41.1228544 ma10: 40.204015622\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 42.7292159 42.7292159\n",
      "self.Min 40.204015622 40.204015622\n",
      "self.Sum 124.056085922 124.056085922\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-10-14 ------------------\n",
      "close: 44.3355774 ma5: 42.266583788000005 ma10: 40.67307318\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 44.3355774 44.3355774\n",
      "self.Min 40.67307318 40.67307318\n",
      "self.Sum 127.27523436800001 127.275234368\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-10-15 ------------------\n",
      "close: 45.42790322 ma5: 43.281804256 ma10: 41.296341442\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 45.42790322 45.42790322\n",
      "self.Min 41.296341442 41.296341442\n",
      "self.Sum 130.006048918 130.00604891799998\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-10-16 ------------------\n",
      "close: 45.9419389 ma5: 44.168515803999995 ma10: 41.919609703999996\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 45.9419389 45.9419389\n",
      "self.Min 41.919609703999996 41.919609703999996\n",
      "self.Sum 132.030064408 132.030064408\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-10-17 ------------------\n",
      "close: 45.10663092 ma5: 44.708253268 ma10: 42.510750736\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 45.10663092 45.10663092\n",
      "self.Min 42.510750736 42.510750736\n",
      "self.Sum 132.32563492399998 132.32563492399998\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-10-18 ------------------\n",
      "close: 42.21518022 ma5: 44.605446132 ma10: 42.864150266\n",
      "close>ma5 False close>ma10 False ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 44.605446132 44.605446132\n",
      "self.Min 42.21518022 42.21518022\n",
      "self.Sum 129.684776618 129.684776618\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-10-21 ------------------\n",
      "close: 42.66496144 ma5: 44.27132294 ma10: 43.268953364\n",
      "close>ma5 False close>ma10 False ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 44.27132294 44.27132294\n",
      "self.Min 42.66496144 42.66496144\n",
      "self.Sum 130.205237744 130.205237744\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-10-22 ------------------\n",
      "close: 42.15092576 ma5: 43.615927448 ma10: 43.448865852\n",
      "close>ma5 False close>ma10 False ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 43.615927448 43.615927448\n",
      "self.Min 42.15092576 42.15092576\n",
      "self.Sum 129.21571906 129.21571906\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-10-23 ------------------\n",
      "close: 41.1228544 ma5: 42.652110548 ma10: 43.410313176\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 43.410313176 43.410313176\n",
      "self.Min 41.1228544 41.1228544\n",
      "self.Sum 127.185278124 127.185278124\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-10-24 ------------------\n",
      "close: 41.70114454 ma5: 41.971013272 ma10: 43.33963327\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 43.33963327 43.33963327\n",
      "self.Min 41.70114454 41.70114454\n",
      "self.Sum 127.011791082 127.011791082\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-10-25 ------------------\n",
      "close: 42.66496144 ma5: 42.060969516 ma10: 43.333207824\n",
      "close>ma5 True close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 43.333207824 43.333207824\n",
      "self.Min 42.060969516 42.060969516\n",
      "self.Sum 128.05913878 128.05913878\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-10-28 ------------------\n",
      "close: 42.0866713 ma5: 41.945311488 ma10: 43.108317213999996\n",
      "close>ma5 True close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 43.108317213999996 43.108317213999996\n",
      "self.Min 41.945311488 41.945311488\n",
      "self.Sum 127.140300002 127.14030000199999\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-10-29 ------------------\n",
      "close: 41.4441267 ma5: 41.803951676 ma10: 42.709939562\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 42.709939562 42.709939562\n",
      "self.Min 41.4441267 41.4441267\n",
      "self.Sum 125.958017938 125.958017938\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-10-30 ------------------\n",
      "close: 40.8015821 ma5: 41.739697216 ma10: 42.195903881999996\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 42.195903881999996 42.195903881999996\n",
      "self.Min 40.8015821 40.8015821\n",
      "self.Sum 124.737183198 124.737183198\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-10-31 ------------------\n",
      "close: 41.1228544 ma5: 41.624039188 ma10: 41.79752623\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 41.79752623 41.79752623\n",
      "self.Min 41.1228544 41.1228544\n",
      "self.Sum 124.544419818 124.54441981800001\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-11-01 ------------------\n",
      "close: 41.765399 ma5: 41.4441267 ma10: 41.752548108\n",
      "close>ma5 True close>ma10 True ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 41.765399 41.765399\n",
      "self.Min 41.4441267 41.4441267\n",
      "self.Sum 124.962073808 124.962073808\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-11-04 ------------------\n",
      "close: 41.95816238 ma5: 41.418424916 ma10: 41.681868202\n",
      "close>ma5 True close>ma10 True ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 41.95816238 41.95816238\n",
      "self.Min 41.418424916 41.418424916\n",
      "self.Sum 125.058455498 125.058455498\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-11-05 ------------------\n",
      "close: 43.30750604 ma5: 41.791100784 ma10: 41.79752623\n",
      "close>ma5 True close>ma10 True ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 43.30750604 43.30750604\n",
      "self.Min 41.791100784 41.791100784\n",
      "self.Sum 126.896133054 126.89613305400002\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-11-06 ------------------\n",
      "close: 42.02241684 ma5: 42.035267732 ma10: 41.887482474\n",
      "close>ma5 False close>ma10 True ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 42.035267732 42.035267732\n",
      "self.Min 41.887482474 41.887482474\n",
      "self.Sum 125.945167046 125.945167046\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-11-07 ------------------\n",
      "close: 42.4079436 ma5: 42.292285572000004 ma10: 41.95816238\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 42.4079436 42.4079436\n",
      "self.Min 41.95816238 41.95816238\n",
      "self.Sum 126.65839155200001 126.65839155200001\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-11-08 ------------------\n",
      "close: 41.82965346 ma5: 42.305136464 ma10: 41.874631582\n",
      "close>ma5 False close>ma10 False ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 42.305136464 42.305136464\n",
      "self.Min 41.82965346 41.82965346\n",
      "self.Sum 126.009421506 126.00942150600001\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-11-11 ------------------\n",
      "close: 40.93009102 ma5: 42.099522192 ma10: 41.758973554\n",
      "close>ma5 False close>ma10 False ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 42.099522192 42.099522192\n",
      "self.Min 40.93009102 40.93009102\n",
      "self.Sum 124.78858676600001 124.78858676600001\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-11-12 ------------------\n",
      "close: 40.73732764 ma5: 41.585486512 ma10: 41.688293648\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 41.688293648 41.688293648\n",
      "self.Min 40.73732764 40.73732764\n",
      "self.Sum 124.01110779999999 124.0111078\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-11-13 ------------------\n",
      "close: 40.28754642 ma5: 41.238512428 ma10: 41.63689008\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 41.63689008 41.63689008\n",
      "self.Min 40.28754642 40.28754642\n",
      "self.Sum 123.16294892799999 123.16294892799999\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-11-14 ------------------\n",
      "close: 40.73732764 ma5: 40.904389236 ma10: 41.598337404\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 41.598337404 41.598337404\n",
      "self.Min 40.73732764 40.73732764\n",
      "self.Sum 123.24005428 123.24005428\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-11-15 ------------------\n",
      "close: 40.41605534 ma5: 40.621669612 ma10: 41.463403038\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 41.463403038 41.463403038\n",
      "self.Min 40.41605534 40.41605534\n",
      "self.Sum 122.50112799 122.50112799000001\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-11-18 ------------------\n",
      "close: 41.63689008 ma5: 40.763029424 ma10: 41.431275807999995\n",
      "close>ma5 True close>ma10 True ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 41.63689008 41.63689008\n",
      "self.Min 40.763029424 40.763029424\n",
      "self.Sum 123.831195312 123.831195312\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-11-19 ------------------\n",
      "close: 42.66496144 ma5: 41.148556184 ma10: 41.367021347999994\n",
      "close>ma5 True close>ma10 True ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 42.66496144 42.66496144\n",
      "self.Min 41.148556184 41.148556184\n",
      "self.Sum 125.180538972 125.180538972\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-11-20 ------------------\n",
      "close: 42.79347036 ma5: 41.649740972000004 ma10: 41.4441267\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 42.79347036 42.79347036\n",
      "self.Min 41.4441267 41.4441267\n",
      "self.Sum 125.887338032 125.887338032\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-11-21 ------------------\n",
      "close: 43.17899712 ma5: 42.138074868000004 ma10: 41.521232052\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 43.17899712 43.17899712\n",
      "self.Min 41.521232052 41.521232052\n",
      "self.Sum 126.83830404 126.83830404000001\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-11-22 ------------------\n",
      "close: 42.53645252 ma5: 42.562154304 ma10: 41.591911958\n",
      "close>ma5 False close>ma10 True ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 42.562154304 42.562154304\n",
      "self.Min 41.591911958 41.591911958\n",
      "self.Sum 126.690518782 126.690518782\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-11-25 ------------------\n",
      "close: 43.88579618 ma5: 43.011935524 ma10: 41.887482474\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 43.88579618 43.88579618\n",
      "self.Min 41.887482474 41.887482474\n",
      "self.Sum 128.785214178 128.785214178\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-11-26 ------------------\n",
      "close: 41.89390792 ma5: 42.85772482 ma10: 42.003140501999994\n",
      "close>ma5 False close>ma10 False ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 42.85772482 42.85772482\n",
      "self.Min 41.89390792 41.89390792\n",
      "self.Sum 126.754773242 126.75477324199998\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-11-27 ------------------\n",
      "close: 43.6930328 ma5: 43.037637308 ma10: 42.343689139999995\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 43.6930328 43.6930328\n",
      "self.Min 42.343689139999995 42.343689139999995\n",
      "self.Sum 129.074359248 129.074359248\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-11-28 ------------------\n",
      "close: 42.92197928 ma5: 42.98623374 ma10: 42.562154304\n",
      "close>ma5 False close>ma10 True ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 42.98623374 42.98623374\n",
      "self.Min 42.562154304 42.562154304\n",
      "self.Sum 128.470367324 128.470367324\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-11-29 ------------------\n",
      "close: 42.53645252 ma5: 42.98623374 ma10: 42.774194022\n",
      "close>ma5 False close>ma10 False ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 42.98623374 42.98623374\n",
      "self.Min 42.53645252 42.53645252\n",
      "self.Sum 128.29688028200002 128.29688028200002\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-12-02 ------------------\n",
      "close: 43.82154172 ma5: 42.973382848 ma10: 42.992659186\n",
      "close>ma5 True close>ma10 True ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 43.82154172 43.82154172\n",
      "self.Min 42.973382848 42.973382848\n",
      "self.Sum 129.787583754 129.787583754\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-12-03 ------------------\n",
      "close: 44.52834078 ma5: 43.50026942 ma10: 43.17899712\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 44.52834078 44.52834078\n",
      "self.Min 43.17899712 43.17899712\n",
      "self.Sum 131.20760732 131.20760732\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-12-04 ------------------\n",
      "close: 43.62877834 ma5: 43.487418528 ma10: 43.262527918\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 43.62877834 43.62877834\n",
      "self.Min 43.262527918 43.262527918\n",
      "self.Sum 130.378724786 130.378724786\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-12-05 ------------------\n",
      "close: 43.11474266 ma5: 43.525971203999994 ma10: 43.256102471999995\n",
      "close>ma5 False close>ma10 False ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 43.525971203999994 43.525971203999994\n",
      "self.Min 43.11474266 43.11474266\n",
      "self.Sum 129.89681633599997 129.896816336\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-12-06 ------------------\n",
      "close: 43.0504882 ma5: 43.62877834 ma10: 43.30750604\n",
      "close>ma5 False close>ma10 False ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 43.62877834 43.62877834\n",
      "self.Min 43.0504882 43.0504882\n",
      "self.Sum 129.98677257999998 129.98677257999998\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-12-09 ------------------\n",
      "close: 44.39983186 ma5: 43.744436367999995 ma10: 43.358909608\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 44.39983186 44.39983186\n",
      "self.Min 43.358909608 43.358909608\n",
      "self.Sum 131.503177836 131.503177836\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-12-10 ------------------\n",
      "close: 44.20706848 ma5: 43.680181907999994 ma10: 43.590225663999995\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 44.20706848 44.20706848\n",
      "self.Min 43.590225663999995 43.590225663999995\n",
      "self.Sum 131.477476052 131.477476052\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-12-11 ------------------\n",
      "close: 44.78535862 ma5: 43.911497964 ma10: 43.699458246\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 44.78535862 44.78535862\n",
      "self.Min 43.699458246 43.699458246\n",
      "self.Sum 132.39631483 132.39631483\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-12-12 ------------------\n",
      "close: 44.27132294 ma5: 44.142814019999996 ma10: 43.834392612\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 44.27132294 44.27132294\n",
      "self.Min 43.834392612 43.834392612\n",
      "self.Sum 132.248529572 132.248529572\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-12-13 ------------------\n",
      "close: 44.78535862 ma5: 44.489788104 ma10: 44.059283222\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 44.78535862 44.78535862\n",
      "self.Min 44.059283222 44.059283222\n",
      "self.Sum 133.334429946 133.334429946\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-12-16 ------------------\n",
      "close: 44.91386754 ma5: 44.592595239999994 ma10: 44.168515803999995\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 44.91386754 44.91386754\n",
      "self.Min 44.168515803999995 44.168515803999995\n",
      "self.Sum 133.67497858399997 133.67497858399997\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-12-17 ------------------\n",
      "close: 45.55641214 ma5: 44.862463972 ma10: 44.27132294\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 45.55641214 45.55641214\n",
      "self.Min 44.27132294 44.27132294\n",
      "self.Sum 134.690199052 134.690199052\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-12-18 ------------------\n",
      "close: 46.00619336 ma5: 45.10663092 ma10: 44.509064441999996\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 46.00619336 46.00619336\n",
      "self.Min 44.509064441999996 44.509064441999996\n",
      "self.Sum 135.621888722 135.621888722\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-12-19 ------------------\n",
      "close: 45.49215768 ma5: 45.350797867999994 ma10: 44.746805944\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 45.49215768 45.49215768\n",
      "self.Min 44.746805944 44.746805944\n",
      "self.Sum 135.58976149199998 135.589761492\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-12-20 ------------------\n",
      "close: 46.07044782 ma5: 45.607815708 ma10: 45.048801906\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 46.07044782 46.07044782\n",
      "self.Min 45.048801906 45.048801906\n",
      "self.Sum 136.727065434 136.727065434\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-12-23 ------------------\n",
      "close: 45.36364876 ma5: 45.697771952 ma10: 45.145183595999995\n",
      "close>ma5 False close>ma10 True ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 45.697771952 45.697771952\n",
      "self.Min 45.145183595999995 45.145183595999995\n",
      "self.Sum 136.20660430799998 136.206604308\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-12-24 ------------------\n",
      "close: 44.84961308 ma5: 45.55641214 ma10: 45.209438055999996\n",
      "close>ma5 False close>ma10 False ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 45.55641214 45.55641214\n",
      "self.Min 44.84961308 44.84961308\n",
      "self.Sum 135.61546327599999 135.61546327599999\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-12-25 ------------------\n",
      "close: 44.72110416 ma5: 45.2993943 ma10: 45.203012609999995\n",
      "close>ma5 False close>ma10 False ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 45.2993943 45.2993943\n",
      "self.Min 44.72110416 44.72110416\n",
      "self.Sum 135.22351107 135.22351107\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2019-12-26 ------------------\n",
      "close: 45.55641214 ma5: 45.312245192 ma10: 45.331521529999996\n",
      "close>ma5 True close>ma10 True ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 45.55641214 45.55641214\n",
      "self.Min 45.312245192 45.312245192\n",
      "self.Sum 136.200178862 136.200178862\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-12-27 ------------------\n",
      "close: 45.42790322 ma5: 45.183736272 ma10: 45.39577599\n",
      "close>ma5 True close>ma10 True ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 45.42790322 45.42790322\n",
      "self.Min 45.183736272 45.183736272\n",
      "self.Sum 136.007415482 136.007415482\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-12-30 ------------------\n",
      "close: 45.9419389 ma5: 45.2993943 ma10: 45.498583126\n",
      "close>ma5 True close>ma10 True ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 45.9419389 45.9419389\n",
      "self.Min 45.2993943 45.2993943\n",
      "self.Sum 136.739916326 136.739916326\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2019-12-31 ------------------\n",
      "close: 47.35553702 ma5: 45.800579088 ma10: 45.678495614\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 47.35553702 47.35553702\n",
      "self.Min 45.678495614 45.678495614\n",
      "self.Sum 138.834611722 138.834611722\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2020-01-02 ------------------\n",
      "close: 49.34742528 ma5: 46.725843312 ma10: 46.012618806\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 49.34742528 49.34742528\n",
      "self.Min 46.012618806 46.012618806\n",
      "self.Sum 142.085887398 142.085887398\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2020-01-03 ------------------\n",
      "close: 48.25509946 ma5: 47.265580776 ma10: 46.288912984\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 48.25509946 48.25509946\n",
      "self.Min 46.288912984 46.288912984\n",
      "self.Sum 141.80959322 141.80959322\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2020-01-06 ------------------\n",
      "close: 47.48404594 ma5: 47.676809320000004 ma10: 46.430272796\n",
      "close>ma5 False close>ma10 True ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 47.676809320000004 47.676809320000004\n",
      "self.Min 46.430272796 46.430272796\n",
      "self.Sum 141.591128056 141.591128056\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-01-07 ------------------\n",
      "close: 47.80531824 ma5: 48.049485188 ma10: 46.674439744\n",
      "close>ma5 False close>ma10 True ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 48.049485188 48.049485188\n",
      "self.Min 46.674439744 46.674439744\n",
      "self.Sum 142.529243172 142.529243172\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-01-08 ------------------\n",
      "close: 47.2270281 ma5: 48.023783404 ma10: 46.912181246\n",
      "close>ma5 False close>ma10 True ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 48.023783404 48.023783404\n",
      "self.Min 46.912181246 46.912181246\n",
      "self.Sum 142.16299275 142.16299275\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-01-09 ------------------\n",
      "close: 48.89764406 ma5: 47.93382716 ma10: 47.329835235999994\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 48.89764406 48.89764406\n",
      "self.Min 47.329835235999994 47.329835235999994\n",
      "self.Sum 144.16130645599998 144.16130645599998\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2020-01-10 ------------------\n",
      "close: 48.96189852 ma5: 48.075186972 ma10: 47.670383873999995\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 48.96189852 48.96189852\n",
      "self.Min 47.670383873999995 47.670383873999995\n",
      "self.Sum 144.707469366 144.707469366\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2020-01-13 ------------------\n",
      "close: 49.1546619 ma5: 48.409310164 ma10: 48.043059742\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 49.1546619 49.1546619\n",
      "self.Min 48.043059742 48.043059742\n",
      "self.Sum 145.607031806 145.607031806\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2020-01-14 ------------------\n",
      "close: 48.44786284 ma5: 48.537819084 ma10: 48.293652136\n",
      "close>ma5 False close>ma10 True ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 48.537819084 48.537819084\n",
      "self.Min 48.293652136 48.293652136\n",
      "self.Sum 145.27933406 145.27933406\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-01-15 ------------------\n",
      "close: 47.67680932 ma5: 48.627775328 ma10: 48.325779366\n",
      "close>ma5 False close>ma10 False ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 48.627775328 48.627775328\n",
      "self.Min 47.67680932 47.67680932\n",
      "self.Sum 144.630364014 144.630364014\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-01-16 ------------------\n",
      "close: 47.74106378 ma5: 48.396459272 ma10: 48.165143216000004\n",
      "close>ma5 False close>ma10 False ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 48.396459272 48.396459272\n",
      "self.Min 47.74106378 47.74106378\n",
      "self.Sum 144.302666268 144.302666268\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-01-17 ------------------\n",
      "close: 47.2270281 ma5: 48.049485188 ma10: 48.06233608\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 48.06233608 48.06233608\n",
      "self.Min 47.2270281 47.2270281\n",
      "self.Sum 143.338849368 143.338849368\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-01-20 ------------------\n",
      "close: 46.5844835 ma5: 47.535449508 ma10: 47.972379836\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 47.972379836 47.972379836\n",
      "self.Min 46.5844835 46.5844835\n",
      "self.Sum 142.092312844 142.092312844\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-01-21 ------------------\n",
      "close: 44.978122 ma5: 46.84150133999999 ma10: 47.689660212\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 47.689660212 47.689660212\n",
      "self.Min 44.978122 44.978122\n",
      "self.Sum 139.509283552 139.509283552\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-01-22 ------------------\n",
      "close: 46.00619336 ma5: 46.507378148 ma10: 47.567576738\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 47.567576738 47.567576738\n",
      "self.Min 46.00619336 46.00619336\n",
      "self.Sum 140.081148246 140.081148246\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-01-23 ------------------\n",
      "close: 44.14281402 ma5: 45.787728196 ma10: 47.092093733999995\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 47.092093733999995 47.092093733999995\n",
      "self.Min 44.14281402 44.14281402\n",
      "self.Sum 137.02263595 137.02263595\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-02-03 ------------------\n",
      "close: 39.70925628 ma5: 44.284173832 ma10: 46.16682951\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 46.16682951 46.16682951\n",
      "self.Min 39.70925628 39.70925628\n",
      "self.Sum 130.160259622 130.16025962199998\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-02-04 ------------------\n",
      "close: 39.5164929 ma5: 42.870575712 ma10: 45.203012609999995\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 45.203012609999995 45.203012609999995\n",
      "self.Min 39.5164929 39.5164929\n",
      "self.Sum 127.590081222 127.59008122200001\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-02-05 ------------------\n",
      "close: 40.1590375 ma5: 41.906758812 ma10: 44.374130076\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 44.374130076 44.374130076\n",
      "self.Min 40.1590375 40.1590375\n",
      "self.Sum 126.439926388 126.439926388\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-02-06 ------------------\n",
      "close: 40.60881872 ma5: 40.827283884 ma10: 43.667331016\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 43.667331016 43.667331016\n",
      "self.Min 40.60881872 40.60881872\n",
      "self.Sum 125.10343362 125.10343362\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-02-07 ------------------\n",
      "close: 40.03052858 ma5: 40.004826795999996 ma10: 42.896277495999996\n",
      "close>ma5 True close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 42.896277495999996 42.896277495999996\n",
      "self.Min 40.004826795999996 40.004826795999996\n",
      "self.Sum 122.931632872 122.931632872\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2020-02-10 ------------------\n",
      "close: 41.05859994 ma5: 40.274695528 ma10: 42.279434679999994\n",
      "close>ma5 True close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 42.279434679999994 42.279434679999994\n",
      "self.Min 40.274695528 40.274695528\n",
      "self.Sum 123.612730148 123.612730148\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2020-02-11 ------------------\n",
      "close: 43.17899712 ma5: 41.007196371999996 ma10: 41.938886042\n",
      "close>ma5 True close>ma10 True ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 43.17899712 43.17899712\n",
      "self.Min 41.007196371999996 41.007196371999996\n",
      "self.Sum 126.125079534 126.125079534\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2020-02-12 ------------------\n",
      "close: 42.53645252 ma5: 41.482679376 ma10: 41.694719094\n",
      "close>ma5 True close>ma10 True ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 42.53645252 42.53645252\n",
      "self.Min 41.482679376 41.482679376\n",
      "self.Sum 125.71385099 125.71385099\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2020-02-13 ------------------\n",
      "close: 43.95005064 ma5: 42.15092576 ma10: 41.489104822\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 43.95005064 43.95005064\n",
      "self.Min 41.489104822 41.489104822\n",
      "self.Sum 127.59008122200001 127.59008122200001\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2020-02-14 ------------------\n",
      "close: 45.2993943 ma5: 43.204698904 ma10: 41.60476285\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 45.2993943 45.2993943\n",
      "self.Min 41.60476285 41.60476285\n",
      "self.Sum 130.108856054 130.108856054\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2020-02-17 ------------------\n",
      "close: 45.2993943 ma5: 44.052857776 ma10: 42.163776652\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 45.2993943 45.2993943\n",
      "self.Min 42.163776652 42.163776652\n",
      "self.Sum 131.516028728 131.516028728\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2020-02-18 ------------------\n",
      "close: 43.95005064 ma5: 44.20706848 ma10: 42.607132426\n",
      "close>ma5 False close>ma10 True ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 44.20706848 44.20706848\n",
      "self.Min 42.607132426 42.607132426\n",
      "self.Sum 130.764251546 130.764251546\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-02-19 ------------------\n",
      "close: 44.14281402 ma5: 44.52834078 ma10: 43.005510078\n",
      "close>ma5 False close>ma10 True ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 44.52834078 44.52834078\n",
      "self.Min 43.005510078 43.005510078\n",
      "self.Sum 131.676664878 131.676664878\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-02-20 ------------------\n",
      "close: 44.07855956 ma5: 44.554042564 ma10: 43.352484162\n",
      "close>ma5 False close>ma10 True ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 44.554042564 44.554042564\n",
      "self.Min 43.352484162 43.352484162\n",
      "self.Sum 131.985086286 131.985086286\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-02-21 ------------------\n",
      "close: 43.50026942 ma5: 44.194217588 ma10: 43.699458246\n",
      "close>ma5 False close>ma10 False ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 44.194217588 44.194217588\n",
      "self.Min 43.50026942 43.50026942\n",
      "self.Sum 131.39394525400002 131.39394525400002\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-02-24 ------------------\n",
      "close: 42.47219806 ma5: 43.628778340000004 ma10: 43.840818058\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 43.840818058 43.840818058\n",
      "self.Min 42.47219806 42.47219806\n",
      "self.Sum 129.941794458 129.941794458\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-02-25 ------------------\n",
      "close: 42.34368914 ma5: 43.30750604 ma10: 43.75728726\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 43.75728726 43.75728726\n",
      "self.Min 42.34368914 42.34368914\n",
      "self.Sum 129.40848244 129.40848244\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-02-26 ------------------\n",
      "close: 42.66496144 ma5: 43.011935524 ma10: 43.770138152\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 43.770138152 43.770138152\n",
      "self.Min 42.66496144 42.66496144\n",
      "self.Sum 129.447035116 129.447035116\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-02-27 ------------------\n",
      "close: 42.66496144 ma5: 42.7292159 ma10: 43.641629232\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 43.641629232 43.641629232\n",
      "self.Min 42.66496144 42.66496144\n",
      "self.Sum 129.035806572 129.035806572\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-02-28 ------------------\n",
      "close: 41.70114454 ma5: 42.369390924 ma10: 43.281804256\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 43.281804256 43.281804256\n",
      "self.Min 41.70114454 41.70114454\n",
      "self.Sum 127.35233972 127.35233972\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-03-02 ------------------\n",
      "close: 44.59259524 ma5: 42.79347036 ma10: 43.21112435\n",
      "close>ma5 True close>ma10 True ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 44.59259524 44.59259524\n",
      "self.Min 42.79347036 42.79347036\n",
      "self.Sum 130.59718995 130.59718995\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2020-03-03 ------------------\n",
      "close: 43.82154172 ma5: 43.089040876 ma10: 43.198273458\n",
      "close>ma5 True close>ma10 True ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 43.82154172 43.82154172\n",
      "self.Min 43.089040876 43.089040876\n",
      "self.Sum 130.108856054 130.108856054\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2020-03-04 ------------------\n",
      "close: 45.74917552 ma5: 43.705883692 ma10: 43.358909608\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 45.74917552 45.74917552\n",
      "self.Min 43.358909608 43.358909608\n",
      "self.Sum 132.81396882 132.81396882\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2020-03-05 ------------------\n",
      "close: 45.87768444 ma5: 44.348428292 ma10: 43.538822096000004\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 45.87768444 45.87768444\n",
      "self.Min 43.538822096000004 43.538822096000004\n",
      "self.Sum 133.764934828 133.764934828\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2020-03-06 ------------------\n",
      "close: 44.0143051 ma5: 44.811060404 ma10: 43.590225664\n",
      "close>ma5 False close>ma10 True ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 44.811060404 44.811060404\n",
      "self.Min 43.590225664 43.590225664\n",
      "self.Sum 132.415591168 132.415591168\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-03-09 ------------------\n",
      "close: 41.70114454 ma5: 44.232770263999996 ma10: 43.513120312\n",
      "close>ma5 False close>ma10 False ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 44.232770263999996 44.232770263999996\n",
      "self.Min 41.70114454 41.70114454\n",
      "self.Sum 129.447035116 129.447035116\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-03-10 ------------------\n",
      "close: 42.53645252 ma5: 43.975752424 ma10: 43.532396649999995\n",
      "close>ma5 False close>ma10 False ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 43.975752424 43.975752424\n",
      "self.Min 42.53645252 42.53645252\n",
      "self.Sum 130.044601594 130.044601594\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-03-11 ------------------\n",
      "close: 43.24325158 ma5: 43.474567636 ma10: 43.590225664\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 43.590225664 43.590225664\n",
      "self.Min 43.24325158 43.24325158\n",
      "self.Sum 130.30804488 130.30804488\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-03-12 ------------------\n",
      "close: 41.95816238 ma5: 42.690663224000005 ma10: 43.519545758\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 43.519545758 43.519545758\n",
      "self.Min 41.95816238 41.95816238\n",
      "self.Sum 128.16837136200002 128.16837136200002\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-03-13 ------------------\n",
      "close: 41.05859994 ma5: 42.099522192 ma10: 43.455291298\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 43.455291298 43.455291298\n",
      "self.Min 41.05859994 41.05859994\n",
      "self.Sum 126.61341343000001 126.61341343000001\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-03-16 ------------------\n",
      "close: 40.1590375 ma5: 41.791100783999994 ma10: 43.011935524\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 43.011935524 43.011935524\n",
      "self.Min 40.1590375 40.1590375\n",
      "self.Sum 124.96207380799999 124.962073808\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-03-17 ------------------\n",
      "close: 39.96627412 ma5: 41.277065103999995 ma10: 42.626408764000004\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 42.626408764000004 42.626408764000004\n",
      "self.Min 39.96627412 39.96627412\n",
      "self.Sum 123.869747988 123.869747988\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-03-18 ------------------\n",
      "close: 38.552676 ma5: 40.338949988 ma10: 41.906758812\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 41.906758812 41.906758812\n",
      "self.Min 38.552676 38.552676\n",
      "self.Sum 120.79838480000001 120.79838480000001\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-03-19 ------------------\n",
      "close: 37.97438586 ma5: 39.542194683999995 ma10: 41.116428954\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 41.116428954 41.116428954\n",
      "self.Min 37.97438586 37.97438586\n",
      "self.Sum 118.63300949799999 118.63300949799999\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-03-20 ------------------\n",
      "close: 38.42416708 ma5: 39.015308112 ma10: 40.557415152\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 40.557415152 40.557415152\n",
      "self.Min 38.42416708 38.42416708\n",
      "self.Sum 117.996890344 117.996890344\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-03-23 ------------------\n",
      "close: 36.68929666 ma5: 38.321359944 ma10: 40.056230364\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 40.056230364 40.056230364\n",
      "self.Min 36.68929666 36.68929666\n",
      "self.Sum 115.066886968 115.066886968\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-03-24 ------------------\n",
      "close: 38.16714924 ma5: 37.961534968 ma10: 39.619300036\n",
      "close>ma5 True close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 39.619300036 39.619300036\n",
      "self.Min 37.961534968 37.961534968\n",
      "self.Sum 115.74798424400001 115.74798424400001\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2020-03-25 ------------------\n",
      "close: 39.8377652 ma5: 38.218552808 ma10: 39.278751398\n",
      "close>ma5 True close>ma10 True ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 39.8377652 39.8377652\n",
      "self.Min 38.218552808 38.218552808\n",
      "self.Sum 117.335069406 117.335069406\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2020-03-26 ------------------\n",
      "close: 39.45223844 ma5: 38.514123324 ma10: 39.028159003999995\n",
      "close>ma5 True close>ma10 True ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 39.45223844 39.45223844\n",
      "self.Min 38.514123324 38.514123324\n",
      "self.Sum 116.994520768 116.994520768\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2020-03-27 ------------------\n",
      "close: 40.35180088 ma5: 38.899650084 ma10: 38.957479098\n",
      "close>ma5 True close>ma10 True ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 40.35180088 40.35180088\n",
      "self.Min 38.899650084 38.899650084\n",
      "self.Sum 118.20893006200001 118.20893006200001\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2020-03-30 ------------------\n",
      "close: 39.70925628 ma5: 39.503642008 ma10: 38.912500976000004\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 39.70925628 39.70925628\n",
      "self.Min 38.912500976000004 38.912500976000004\n",
      "self.Sum 118.12539926400001 118.125399264\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2020-03-31 ------------------\n",
      "close: 38.74543938 ma5: 39.619300036 ma10: 38.790417502\n",
      "close>ma5 False close>ma10 False ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 39.619300036 39.619300036\n",
      "self.Min 38.74543938 38.74543938\n",
      "self.Sum 117.15515691799999 117.15515691799999\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-04-01 ------------------\n",
      "close: 38.48842154 ma5: 39.349431304 ma10: 38.783992056\n",
      "close>ma5 False close>ma10 False ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 39.349431304 39.349431304\n",
      "self.Min 38.48842154 38.48842154\n",
      "self.Sum 116.6218449 116.62184490000001\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-04-02 ------------------\n",
      "close: 38.93820276 ma5: 39.246624168 ma10: 38.880373746\n",
      "close>ma5 False close>ma10 True ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 39.246624168 39.246624168\n",
      "self.Min 38.880373746 38.880373746\n",
      "self.Sum 117.065200674 117.065200674\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-04-03 ------------------\n",
      "close: 38.68118492 ma5: 38.912500976000004 ma10: 38.906075529999995\n",
      "close>ma5 False close>ma10 False ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 38.912500976000004 38.912500976000004\n",
      "self.Min 38.68118492 38.68118492\n",
      "self.Sum 116.49976142599999 116.499761426\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-04-07 ------------------\n",
      "close: 39.45223844 ma5: 38.861097408 ma10: 39.182369707999996\n",
      "close>ma5 True close>ma10 True ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 39.45223844 39.45223844\n",
      "self.Min 38.861097408 38.861097408\n",
      "self.Sum 117.49570555599999 117.49570555599999\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2020-04-08 ------------------\n",
      "close: 39.8377652 ma5: 39.079562572 ma10: 39.349431304\n",
      "close>ma5 True close>ma10 True ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 39.8377652 39.8377652\n",
      "self.Min 39.079562572 39.079562572\n",
      "self.Sum 118.266759076 118.266759076\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2020-04-09 ------------------\n",
      "close: 39.58074736 ma5: 39.298027736 ma10: 39.32372952\n",
      "close>ma5 True close>ma10 True ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 39.58074736 39.58074736\n",
      "self.Min 39.298027736 39.298027736\n",
      "self.Sum 118.202504616 118.202504616\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2020-04-10 ------------------\n",
      "close: 39.45223844 ma5: 39.400834872000004 ma10: 39.32372952\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 39.45223844 39.45223844\n",
      "self.Min 39.32372952 39.32372952\n",
      "self.Sum 118.176802832 118.176802832\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2020-04-13 ------------------\n",
      "close: 39.5164929 ma5: 39.567896468 ma10: 39.240198722\n",
      "close>ma5 False close>ma10 True ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 39.567896468 39.567896468\n",
      "self.Min 39.240198722 39.240198722\n",
      "self.Sum 118.32458809 118.32458809\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-04-14 ------------------\n",
      "close: 40.09478304 ma5: 39.696405388 ma10: 39.278751398000004\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 40.09478304 40.09478304\n",
      "self.Min 39.278751398000004 39.278751398000004\n",
      "self.Sum 119.06993982600001 119.06993982600001\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2020-04-15 ------------------\n",
      "close: 39.64500182 ma5: 39.657852712 ma10: 39.368707642\n",
      "close>ma5 False close>ma10 True ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 39.657852712 39.657852712\n",
      "self.Min 39.368707642 39.368707642\n",
      "self.Sum 118.671562174 118.671562174\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-04-16 ------------------\n",
      "close: 39.58074736 ma5: 39.657852712 ma10: 39.477940224\n",
      "close>ma5 False close>ma10 True ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 39.657852712 39.657852712\n",
      "self.Min 39.477940224 39.477940224\n",
      "self.Sum 118.716540296 118.716540296\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-04-17 ------------------\n",
      "close: 39.58074736 ma5: 39.683554496 ma10: 39.542194683999995\n",
      "close>ma5 False close>ma10 True ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 39.683554496 39.683554496\n",
      "self.Min 39.542194683999995 39.542194683999995\n",
      "self.Sum 118.80649653999998 118.80649653999998\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-04-20 ------------------\n",
      "close: 38.2314037 ma5: 39.426536655999996 ma10: 39.497216562\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 39.497216562 39.497216562\n",
      "self.Min 38.2314037 38.2314037\n",
      "self.Sum 117.15515691799999 117.15515691799999\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-04-21 ------------------\n",
      "close: 37.07482342 ma5: 38.822544732 ma10: 39.25947506\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 39.25947506 39.25947506\n",
      "self.Min 37.07482342 37.07482342\n",
      "self.Sum 115.156843212 115.156843212\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-04-22 ------------------\n",
      "close: 37.13907788 ma5: 38.321359944 ma10: 38.989606328\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 38.989606328 38.989606328\n",
      "self.Min 37.13907788 37.13907788\n",
      "self.Sum 114.450044152 114.450044152\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-04-23 ------------------\n",
      "close: 36.75355112 ma5: 37.755920696 ma10: 38.706886704\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 38.706886704 38.706886704\n",
      "self.Min 36.75355112 36.75355112\n",
      "self.Sum 113.21635852 113.21635852\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-04-24 ------------------\n",
      "close: 36.04675206 ma5: 37.049121636 ma10: 38.366338066000004\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 38.366338066000004 38.366338066000004\n",
      "self.Min 36.04675206 36.04675206\n",
      "self.Sum 111.46221176200001 111.46221176200001\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-04-27 ------------------\n",
      "close: 36.43227882 ma5: 36.689296660000004 ma10: 38.057916657999996\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 38.057916657999996 38.057916657999996\n",
      "self.Min 36.43227882 36.43227882\n",
      "self.Sum 111.179492138 111.179492138\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-04-28 ------------------\n",
      "close: 35.40420746 ma5: 36.355173468 ma10: 37.5888591\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 37.5888591 37.5888591\n",
      "self.Min 35.40420746 35.40420746\n",
      "self.Sum 109.34824002799999 109.34824002799999\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-04-29 ------------------\n",
      "close: 36.04675206 ma5: 36.136708304 ma10: 37.229034123999995\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 37.229034123999995 37.229034123999995\n",
      "self.Min 36.04675206 36.04675206\n",
      "self.Sum 109.412494488 109.412494488\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-04-30 ------------------\n",
      "close: 37.39609572 ma5: 36.265217224000004 ma10: 37.01056896\n",
      "close>ma5 True close>ma10 True ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 37.39609572 37.39609572\n",
      "self.Min 36.265217224000004 36.265217224000004\n",
      "self.Sum 110.671881904 110.671881904\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2020-05-06 ------------------\n",
      "close: 36.17526098 ma5: 36.290919008 ma10: 36.670020322\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 36.670020322 36.670020322\n",
      "self.Min 36.17526098 36.17526098\n",
      "self.Sum 109.13620030999999 109.13620030999999\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-05-07 ------------------\n",
      "close: 35.53271638 ma5: 36.111006520000004 ma10: 36.40015159\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 36.40015159 36.40015159\n",
      "self.Min 35.53271638 35.53271638\n",
      "self.Sum 108.04387449000001 108.04387449\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-05-08 ------------------\n",
      "close: 35.9824976 ma5: 36.226664547999995 ma10: 36.290919008\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 36.290919008 36.290919008\n",
      "self.Min 35.9824976 35.9824976\n",
      "self.Sum 108.500081156 108.500081156\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-05-11 ------------------\n",
      "close: 35.9824976 ma5: 36.213813656 ma10: 36.175260980000004\n",
      "close>ma5 False close>ma10 False ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 36.213813656 36.213813656\n",
      "self.Min 35.9824976 35.9824976\n",
      "self.Sum 108.371572236 108.371572236\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-05-12 ------------------\n",
      "close: 35.339953 ma5: 35.802585111999996 ma10: 36.033901168\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 36.033901168 36.033901168\n",
      "self.Min 35.339953 35.339953\n",
      "self.Sum 107.17643928 107.17643928000001\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-05-13 ------------------\n",
      "close: 35.0186807 ma5: 35.571269056 ma10: 35.931094032\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 35.931094032 35.931094032\n",
      "self.Min 35.0186807 35.0186807\n",
      "self.Sum 106.52104378799999 106.52104378799999\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-05-14 ------------------\n",
      "close: 34.6974084 ma5: 35.404207459999995 ma10: 35.75760699\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 35.75760699 35.75760699\n",
      "self.Min 34.6974084 34.6974084\n",
      "self.Sum 105.85922285 105.85922285\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-05-15 ------------------\n",
      "close: 34.63315394 ma5: 35.134338728 ma10: 35.680501637999996\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 35.680501637999996 35.680501637999996\n",
      "self.Min 34.63315394 34.63315394\n",
      "self.Sum 105.447994306 105.447994306\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-05-18 ------------------\n",
      "close: 34.56889948 ma5: 34.851619103999994 ma10: 35.53271638\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 35.53271638 35.53271638\n",
      "self.Min 34.56889948 34.56889948\n",
      "self.Sum 104.95323496399999 104.95323496399999\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-05-19 ------------------\n",
      "close: 33.92635488 ma5: 34.56889948 ma10: 35.185742296\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 35.185742296 35.185742296\n",
      "self.Min 33.92635488 33.92635488\n",
      "self.Sum 103.68099665599999 103.68099665599999\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-05-20 ------------------\n",
      "close: 33.54082812 ma5: 34.273328964 ma10: 34.92229901\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 34.92229901 34.92229901\n",
      "self.Min 33.54082812 33.54082812\n",
      "self.Sum 102.736456094 102.736456094\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-05-21 ------------------\n",
      "close: 32.89828352 ma5: 33.913503988 ma10: 34.658855724\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 34.658855724 34.658855724\n",
      "self.Min 32.89828352 32.89828352\n",
      "self.Sum 101.470643232 101.470643232\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-05-22 ------------------\n",
      "close: 32.38424784 ma5: 33.463722768000004 ma10: 34.299030748\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 34.299030748 34.299030748\n",
      "self.Min 32.38424784 32.38424784\n",
      "self.Sum 100.147001356 100.147001356\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-05-25 ------------------\n",
      "close: 32.96253798 ma5: 33.142450468 ma10: 33.997034786\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 33.997034786 33.997034786\n",
      "self.Min 32.96253798 32.96253798\n",
      "self.Sum 100.102023234 100.102023234\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-05-26 ------------------\n",
      "close: 32.96253798 ma5: 32.949687088000005 ma10: 33.759293284\n",
      "close>ma5 True close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 33.759293284 33.759293284\n",
      "self.Min 32.949687088000005 32.949687088000005\n",
      "self.Sum 99.671518352 99.671518352\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2020-05-27 ------------------\n",
      "close: 33.21955582 ma5: 32.885432628000004 ma10: 33.579380795999995\n",
      "close>ma5 True close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 33.579380795999995 33.579380795999995\n",
      "self.Min 32.885432628000004 32.885432628000004\n",
      "self.Sum 99.684369244 99.684369244\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2020-05-28 ------------------\n",
      "close: 33.28381028 ma5: 32.96253798 ma10: 33.438020984000005\n",
      "close>ma5 True close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 33.438020984000005 33.438020984000005\n",
      "self.Min 32.96253798 32.96253798\n",
      "self.Sum 99.68436924400001 99.68436924400001\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2020-05-29 ------------------\n",
      "close: 32.89828352 ma5: 33.065345115999996 ma10: 33.264533942\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 33.264533942 33.264533942\n",
      "self.Min 32.89828352 32.89828352\n",
      "self.Sum 99.228162578 99.228162578\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-06-01 ------------------\n",
      "close: 33.34806474 ma5: 33.142450468 ma10: 33.142450468\n",
      "close>ma5 True close>ma10 True ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 33.34806474 33.34806474\n",
      "self.Min 33.142450468 33.142450468\n",
      "self.Sum 99.632965676 99.632965676\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2020-06-02 ------------------\n",
      "close: 34.24762718 ma5: 33.399468307999996 ma10: 33.174577698\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 34.24762718 34.24762718\n",
      "self.Min 33.174577698 33.174577698\n",
      "self.Sum 100.821673186 100.821673186\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2020-06-03 ------------------\n",
      "close: 33.7335915 ma5: 33.502275444 ma10: 33.193854036\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 33.7335915 33.7335915\n",
      "self.Min 33.193854036 33.193854036\n",
      "self.Sum 100.42972098 100.42972097999998\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2020-06-04 ------------------\n",
      "close: 33.54082812 ma5: 33.553679011999996 ma10: 33.258108496\n",
      "close>ma5 False close>ma10 True ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 33.553679011999996 33.553679011999996\n",
      "self.Min 33.258108496 33.258108496\n",
      "self.Sum 100.352615628 100.352615628\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-06-05 ------------------\n",
      "close: 33.34806474 ma5: 33.643635255999996 ma10: 33.354490186\n",
      "close>ma5 False close>ma10 False ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 33.643635255999996 33.643635255999996\n",
      "self.Min 33.34806474 33.34806474\n",
      "self.Sum 100.34619018199999 100.346190182\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-06-08 ------------------\n",
      "close: 33.92635488 ma5: 33.759293284 ma10: 33.450871875999994\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 33.92635488 33.92635488\n",
      "self.Min 33.450871875999994 33.450871875999994\n",
      "self.Sum 101.13652004 101.13652004\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2020-06-09 ------------------\n",
      "close: 33.47657366 ma5: 33.60508258 ma10: 33.502275444\n",
      "close>ma5 False close>ma10 False ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 33.60508258 33.60508258\n",
      "self.Min 33.47657366 33.47657366\n",
      "self.Sum 100.58393168399999 100.583931684\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-06-10 ------------------\n",
      "close: 33.21955582 ma5: 33.502275444 ma10: 33.502275444\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 33.502275444 33.502275444\n",
      "self.Min 33.21955582 33.21955582\n",
      "self.Sum 100.224106708 100.224106708\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-06-11 ------------------\n",
      "close: 32.7697746 ma5: 33.34806474 ma10: 33.450871875999994\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 33.450871875999994 33.450871875999994\n",
      "self.Min 32.7697746 32.7697746\n",
      "self.Sum 99.568711216 99.56871121599998\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-06-12 ------------------\n",
      "close: 32.70552014 ma5: 33.21955582 ma10: 33.431595537999996\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 33.431595537999996 33.431595537999996\n",
      "self.Min 32.70552014 32.70552014\n",
      "self.Sum 99.356671498 99.35667149799998\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-06-15 ------------------\n",
      "close: 32.51275676 ma5: 32.936836196 ma10: 33.34806474\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 33.34806474 33.34806474\n",
      "self.Min 32.51275676 32.51275676\n",
      "self.Sum 98.797657696 98.797657696\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-06-16 ------------------\n",
      "close: 33.02679244 ma5: 32.846879952 ma10: 33.225981266\n",
      "close>ma5 True close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 33.225981266 33.225981266\n",
      "self.Min 32.846879952 32.846879952\n",
      "self.Sum 99.099653658 99.099653658\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2020-06-17 ------------------\n",
      "close: 32.83402906 ma5: 32.7697746 ma10: 33.136025022\n",
      "close>ma5 True close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 33.136025022 33.136025022\n",
      "self.Min 32.7697746 32.7697746\n",
      "self.Sum 98.739828682 98.739828682\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2020-06-18 ------------------\n",
      "close: 34.82591732 ma5: 33.181003144 ma10: 33.264533942\n",
      "close>ma5 True close>ma10 True ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 34.82591732 34.82591732\n",
      "self.Min 33.181003144 33.181003144\n",
      "self.Sum 101.271454406 101.271454406\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2020-06-19 ------------------\n",
      "close: 34.63315394 ma5: 33.56652990400001 ma10: 33.393042862\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 34.63315394 34.63315394\n",
      "self.Min 33.393042862 33.393042862\n",
      "self.Sum 101.59272670600001 101.59272670600001\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2020-06-22 ------------------\n",
      "close: 34.3761361 ma5: 33.939205772 ma10: 33.438020984000005\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 34.3761361 34.3761361\n",
      "self.Min 33.438020984000005 33.438020984000005\n",
      "self.Sum 101.753362856 101.753362856\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2020-06-23 ------------------\n",
      "close: 33.60508258 ma5: 34.0548638 ma10: 33.450871875999994\n",
      "close>ma5 False close>ma10 True ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 34.0548638 34.0548638\n",
      "self.Min 33.450871875999994 33.450871875999994\n",
      "self.Sum 101.11081825599999 101.11081825599999\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-06-24 ------------------\n",
      "close: 34.95442624 ma5: 34.478943236 ma10: 33.624358918\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 34.95442624 34.95442624\n",
      "self.Min 33.624358918 33.624358918\n",
      "self.Sum 103.057728394 103.05772839399998\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2020-06-29 ------------------\n",
      "close: 34.44039056 ma5: 34.401837883999995 ma10: 33.791420513999995\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 34.44039056 34.44039056\n",
      "self.Min 33.791420513999995 33.791420513999995\n",
      "self.Sum 102.63364895799998 102.63364895799998\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2020-06-30 ------------------\n",
      "close: 34.63315394 ma5: 34.401837883999995 ma10: 33.984183894\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 34.63315394 34.63315394\n",
      "self.Min 33.984183894 33.984183894\n",
      "self.Sum 103.01917571799999 103.01917571799999\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2020-07-01 ------------------\n",
      "close: 36.75355112 ma5: 34.877320888 ma10: 34.40826333\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 36.75355112 36.75355112\n",
      "self.Min 34.40826333 34.40826333\n",
      "self.Sum 106.039135338 106.039135338\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2020-07-02 ------------------\n",
      "close: 38.29565816 ma5: 35.815436004 ma10: 34.935149902\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 38.29565816 38.29565816\n",
      "self.Min 34.935149902 34.935149902\n",
      "self.Sum 109.046244066 109.04624406599999\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2020-07-03 ------------------\n",
      "close: 38.61693046 ma5: 36.547936848 ma10: 35.513440042\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 38.61693046 38.61693046\n",
      "self.Min 35.513440042 35.513440042\n",
      "self.Sum 110.67830735 110.67830735000001\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2020-07-06 ------------------\n",
      "close: 41.04736896 ma5: 37.869332528 ma10: 36.135585205999995\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 41.04736896 41.04736896\n",
      "self.Min 36.135585205999995 36.135585205999995\n",
      "self.Sum 115.052286694 115.052286694\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2020-07-07 ------------------\n",
      "close: 40.1697114 ma5: 38.976644019999995 ma10: 36.689240952\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 40.1697114 40.1697114\n",
      "self.Min 36.689240952 36.689240952\n",
      "self.Sum 115.835596372 115.83559637199998\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2020-07-08 ------------------\n",
      "close: 40.1697114 ma5: 39.659876076 ma10: 37.268598482\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 40.1697114 40.1697114\n",
      "self.Min 37.268598482 37.268598482\n",
      "self.Sum 117.098185958 117.098185958\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2020-07-09 ------------------\n",
      "close: 40.8448326 ma5: 40.169710964000004 ma10: 37.992573484\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 40.8448326 40.8448326\n",
      "self.Min 37.992573484 37.992573484\n",
      "self.Sum 119.007117048 119.007117048\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2020-07-10 ------------------\n",
      "close: 39.22454172 ma5: 40.291233216 ma10: 38.419585032\n",
      "close>ma5 False close>ma10 True ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 40.291233216 40.291233216\n",
      "self.Min 38.419585032 38.419585032\n",
      "self.Sum 117.935359968 117.935359968\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-07-13 ------------------\n",
      "close: 39.8321508 ma5: 40.048189584 ma10: 38.958761056\n",
      "close>ma5 False close>ma10 True ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 40.048189584 40.048189584\n",
      "self.Min 38.958761056 38.958761056\n",
      "self.Sum 118.83910144000001 118.83910144000001\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-07-14 ------------------\n",
      "close: 39.29205384 ma5: 39.872658072 ma10: 39.424651045999994\n",
      "close>ma5 False close>ma10 False ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 39.872658072 39.872658072\n",
      "self.Min 39.29205384 39.29205384\n",
      "self.Sum 118.589362958 118.58936295800001\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-07-15 ------------------\n",
      "close: 38.88698112 ma5: 39.616112016 ma10: 39.637994046\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 39.637994046 39.637994046\n",
      "self.Min 38.88698112 38.88698112\n",
      "self.Sum 118.141087182 118.141087182\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-07-16 ------------------\n",
      "close: 37.60425084 ma5: 38.967995664 ma10: 39.568853314\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 39.568853314 39.568853314\n",
      "self.Min 37.60425084 37.60425084\n",
      "self.Sum 116.141099818 116.141099818\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-07-17 ------------------\n",
      "close: 36.92912964 ma5: 38.508913248 ma10: 39.400073232\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 39.400073232 39.400073232\n",
      "self.Min 36.92912964 36.92912964\n",
      "self.Sum 114.83811612 114.83811612\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-07-20 ------------------\n",
      "close: 38.27937204 ma5: 38.198357496 ma10: 39.12327354\n",
      "close>ma5 True close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 39.12327354 39.12327354\n",
      "self.Min 38.198357496 38.198357496\n",
      "self.Sum 115.601003076 115.601003076\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2020-07-21 ------------------\n",
      "close: 38.21185992 ma5: 37.982318712 ma10: 38.927488392\n",
      "close>ma5 True close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 38.927488392 38.927488392\n",
      "self.Min 37.982318712 37.982318712\n",
      "self.Sum 115.121667024 115.121667024\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2020-07-22 ------------------\n",
      "close: 38.1443478 ma5: 37.833792048 ma10: 38.724952032\n",
      "close>ma5 True close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 38.724952032 38.724952032\n",
      "self.Min 37.833792048 37.833792048\n",
      "self.Sum 114.70309187999999 114.70309187999999\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2020-07-23 ------------------\n",
      "close: 37.60425084 ma5: 37.833792048 ma10: 38.400893855999996\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 38.400893855999996 38.400893855999996\n",
      "self.Min 37.60425084 37.60425084\n",
      "self.Sum 113.838936744 113.838936744\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-07-24 ------------------\n",
      "close: 36.25400844 ma5: 37.698767808 ma10: 38.103840528\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 38.103840528 38.103840528\n",
      "self.Min 36.25400844 36.25400844\n",
      "self.Sum 112.056616776 112.056616776\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-07-27 ------------------\n",
      "close: 35.57888724 ma5: 37.158670848 ma10: 37.678514172\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 37.678514172 37.678514172\n",
      "self.Min 35.57888724 35.57888724\n",
      "self.Sum 110.41607225999999 110.41607226\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-07-28 ------------------\n",
      "close: 35.98395996 ma5: 36.713090855999994 ma10: 37.347704784\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 37.347704784 37.347704784\n",
      "self.Min 35.98395996 35.98395996\n",
      "self.Sum 110.0447556 110.04475559999999\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-07-29 ------------------\n",
      "close: 36.38903268 ma5: 36.362027832 ma10: 37.09790994\n",
      "close>ma5 True close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 37.09790994 37.09790994\n",
      "self.Min 36.362027832 36.362027832\n",
      "self.Sum 109.848970452 109.848970452\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2020-07-30 ------------------\n",
      "close: 36.05147208 ma5: 36.05147208 ma10: 36.942632063999994\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 36.942632063999994 36.942632063999994\n",
      "self.Min 36.05147208 36.05147208\n",
      "self.Sum 109.045576224 109.045576224\n",
      "self.Cmp 0.0 -1\n",
      "---------- datetime 2020-07-31 ------------------\n",
      "close: 36.1189842 ma5: 36.024467232 ma10: 36.861617519999996\n",
      "close>ma5 True close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 36.861617519999996 36.861617519999996\n",
      "self.Min 36.024467232 36.024467232\n",
      "self.Sum 109.00506895199999 109.00506895199999\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2020-08-03 ------------------\n",
      "close: 36.7941054 ma5: 36.267510864 ma10: 36.713090856\n",
      "close>ma5 True close>ma10 True ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 36.7941054 36.7941054\n",
      "self.Min 36.267510864 36.267510864\n",
      "self.Sum 109.77470712 109.77470712\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2020-08-04 ------------------\n",
      "close: 37.06415388 ma5: 36.483549648 ma10: 36.598320252\n",
      "close>ma5 True close>ma10 True ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 37.06415388 37.06415388\n",
      "self.Min 36.483549648 36.483549648\n",
      "self.Sum 110.14602378000001 110.14602378000001\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2020-08-05 ------------------\n",
      "close: 36.4565448 ma5: 36.497052072 ma10: 36.429539952\n",
      "close>ma5 False close>ma10 True ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 36.497052072 36.497052072\n",
      "self.Min 36.429539952 36.429539952\n",
      "self.Sum 109.383136824 109.383136824\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-08-06 ------------------\n",
      "close: 36.18649632 ma5: 36.52405692 ma10: 36.2877645\n",
      "close>ma5 False close>ma10 False ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 36.52405692 36.52405692\n",
      "self.Min 36.18649632 36.18649632\n",
      "self.Sum 108.99831774 108.99831774\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-08-07 ------------------\n",
      "close: 35.51137512 ma5: 36.402535104 ma10: 36.213501168\n",
      "close>ma5 False close>ma10 False ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 36.402535104 36.402535104\n",
      "self.Min 35.51137512 35.51137512\n",
      "self.Sum 108.127411392 108.127411392\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-08-10 ------------------\n",
      "close: 36.4565448 ma5: 36.335022984 ma10: 36.301266924000004\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 36.4565448 36.4565448\n",
      "self.Min 36.301266924000004 36.301266924000004\n",
      "self.Sum 109.092834708 109.092834708\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2020-08-11 ------------------\n",
      "close: 35.7814236 ma5: 36.078476928 ma10: 36.281013288000004\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 36.281013288000004 36.281013288000004\n",
      "self.Min 35.7814236 35.7814236\n",
      "self.Sum 108.140913816 108.14091381600001\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-08-12 ------------------\n",
      "close: 35.91644784 ma5: 35.970457536 ma10: 36.233754804\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 36.233754804 36.233754804\n",
      "self.Min 35.91644784 35.91644784\n",
      "self.Sum 108.12066017999999 108.12066017999999\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-08-13 ------------------\n",
      "close: 36.05147208 ma5: 35.943452688 ma10: 36.233754804\n",
      "close>ma5 True close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 36.233754804 36.233754804\n",
      "self.Min 35.943452688 35.943452688\n",
      "self.Sum 108.228679572 108.228679572\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2020-08-14 ------------------\n",
      "close: 36.86161752 ma5: 36.213501168 ma10: 36.308018136\n",
      "close>ma5 True close>ma10 True ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 36.86161752 36.86161752\n",
      "self.Min 36.213501168 36.213501168\n",
      "self.Sum 109.383136824 109.38313682399999\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2020-08-17 ------------------\n",
      "close: 37.67176296 ma5: 36.4565448 ma10: 36.395783892000004\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 37.67176296 37.67176296\n",
      "self.Min 36.395783892000004 36.395783892000004\n",
      "self.Sum 110.52409165200001 110.52409165200001\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2020-08-18 ------------------\n",
      "close: 37.06415388 ma5: 36.713090856 ma10: 36.395783892000004\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 37.06415388 37.06415388\n",
      "self.Min 36.395783892000004 36.395783892000004\n",
      "self.Sum 110.173028628 110.173028628\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2020-08-19 ------------------\n",
      "close: 36.59156904 ma5: 36.848115096 ma10: 36.409286316\n",
      "close>ma5 False close>ma10 True ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 36.848115096 36.848115096\n",
      "self.Min 36.409286316 36.409286316\n",
      "self.Sum 109.848970452 109.848970452\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-08-20 ------------------\n",
      "close: 36.52405692 ma5: 36.942632064 ma10: 36.443042376\n",
      "close>ma5 False close>ma10 True ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 36.942632064 36.942632064\n",
      "self.Min 36.443042376 36.443042376\n",
      "self.Sum 109.90973136 109.90973136\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-08-21 ------------------\n",
      "close: 36.65908116 ma5: 36.902124792 ma10: 36.55781298\n",
      "close>ma5 False close>ma10 True ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 36.902124792 36.902124792\n",
      "self.Min 36.55781298 36.55781298\n",
      "self.Sum 110.119018932 110.11901893199999\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-08-24 ------------------\n",
      "close: 36.65908116 ma5: 36.699588432 ma10: 36.578066616\n",
      "close>ma5 False close>ma10 True ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 36.699588432 36.699588432\n",
      "self.Min 36.578066616 36.578066616\n",
      "self.Sum 109.936736208 109.936736208\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-08-25 ------------------\n",
      "close: 36.25400844 ma5: 36.537559344 ma10: 36.6253251\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 36.6253251 36.6253251\n",
      "self.Min 36.25400844 36.25400844\n",
      "self.Sum 109.41689288399999 109.416892884\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-08-26 ------------------\n",
      "close: 35.51137512 ma5: 36.321520559999996 ma10: 36.584817828\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 36.584817828 36.584817828\n",
      "self.Min 35.51137512 35.51137512\n",
      "self.Sum 108.41771350799999 108.41771350799999\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-08-27 ------------------\n",
      "close: 35.51137512 ma5: 36.1189842 ma10: 36.530808132\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 36.530808132 36.530808132\n",
      "self.Min 35.51137512 35.51137512\n",
      "self.Sum 108.161167452 108.161167452\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-08-28 ------------------\n",
      "close: 36.4565448 ma5: 36.078476928 ma10: 36.490300860000005\n",
      "close>ma5 True close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 36.490300860000005 36.490300860000005\n",
      "self.Min 36.078476928 36.078476928\n",
      "self.Sum 109.02532258800001 109.02532258800001\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2020-08-31 ------------------\n",
      "close: 37.131666 ma5: 36.172993896 ma10: 36.436291164\n",
      "close>ma5 True close>ma10 True ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 37.131666 37.131666\n",
      "self.Min 36.172993896 36.172993896\n",
      "self.Sum 109.74095106 109.74095106000001\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2020-09-01 ------------------\n",
      "close: 36.7941054 ma5: 36.281013288 ma10: 36.409286316\n",
      "close>ma5 True close>ma10 True ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 36.7941054 36.7941054\n",
      "self.Min 36.281013288 36.281013288\n",
      "self.Sum 109.484405004 109.484405004\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2020-09-02 ------------------\n",
      "close: 36.7941054 ma5: 36.537559344 ma10: 36.429539952\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 36.7941054 36.7941054\n",
      "self.Min 36.429539952 36.429539952\n",
      "self.Sum 109.761204696 109.76120469600001\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2020-09-03 ------------------\n",
      "close: 36.32152056 ma5: 36.699588432 ma10: 36.409286316\n",
      "close>ma5 False close>ma10 False ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 36.699588432 36.699588432\n",
      "self.Min 36.32152056 36.32152056\n",
      "self.Sum 109.430395308 109.430395308\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-09-04 ------------------\n",
      "close: 36.05147208 ma5: 36.618573888 ma10: 36.348525408\n",
      "close>ma5 False close>ma10 False ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 36.618573888 36.618573888\n",
      "self.Min 36.05147208 36.05147208\n",
      "self.Sum 109.01857137600001 109.018571376\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-09-07 ------------------\n",
      "close: 35.64639936 ma5: 36.321520559999996 ma10: 36.247257228\n",
      "close>ma5 False close>ma10 False ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 36.321520559999996 36.321520559999996\n",
      "self.Min 35.64639936 35.64639936\n",
      "self.Sum 108.215177148 108.215177148\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-09-08 ------------------\n",
      "close: 35.98395996 ma5: 36.159491472 ma10: 36.22025238\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 36.22025238 36.22025238\n",
      "self.Min 35.98395996 35.98395996\n",
      "self.Sum 108.363703812 108.363703812\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-09-09 ------------------\n",
      "close: 36.18649632 ma5: 36.037969656 ma10: 36.2877645\n",
      "close>ma5 True close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 36.2877645 36.2877645\n",
      "self.Min 36.037969656 36.037969656\n",
      "self.Sum 108.51223047600001 108.51223047600001\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2020-09-10 ------------------\n",
      "close: 36.86161752 ma5: 36.145989048000004 ma10: 36.42278874\n",
      "close>ma5 True close>ma10 True ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 36.86161752 36.86161752\n",
      "self.Min 36.145989048000004 36.145989048000004\n",
      "self.Sum 109.43039530800002 109.430395308\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2020-09-11 ------------------\n",
      "close: 36.32152056 ma5: 36.199998744000006 ma10: 36.409286316000006\n",
      "close>ma5 True close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 36.409286316000006 36.409286316000006\n",
      "self.Min 36.199998744000006 36.199998744000006\n",
      "self.Sum 108.93080562000002 108.93080562\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2020-09-14 ------------------\n",
      "close: 36.1189842 ma5: 36.294515712000006 ma10: 36.308018136\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 36.308018136 36.308018136\n",
      "self.Min 36.1189842 36.1189842\n",
      "self.Sum 108.72151804800001 108.72151804800001\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-09-15 ------------------\n",
      "close: 36.38903268 ma5: 36.375530256000005 ma10: 36.267510864\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 36.38903268 36.38903268\n",
      "self.Min 36.267510864 36.267510864\n",
      "self.Sum 109.0320738 109.0320738\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2020-09-16 ------------------\n",
      "close: 37.53673872 ma5: 36.645578736000004 ma10: 36.341774196\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 37.53673872 37.53673872\n",
      "self.Min 36.341774196 36.341774196\n",
      "self.Sum 110.52409165200001 110.52409165200001\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2020-09-17 ------------------\n",
      "close: 36.7941054 ma5: 36.632076312 ma10: 36.38903268\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 36.7941054 36.7941054\n",
      "self.Min 36.38903268 36.38903268\n",
      "self.Sum 109.815214392 109.815214392\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2020-09-18 ------------------\n",
      "close: 38.54942052 ma5: 37.077656304 ma10: 36.638827524\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 38.54942052 38.54942052\n",
      "self.Min 36.638827524 36.638827524\n",
      "self.Sum 112.26590434799999 112.265904348\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2020-09-21 ------------------\n",
      "close: 37.87429932 ma5: 37.428719328 ma10: 36.861617519999996\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 37.87429932 37.87429932\n",
      "self.Min 36.861617519999996 36.861617519999996\n",
      "self.Sum 112.16463616799999 112.16463616799999\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2020-09-22 ------------------\n",
      "close: 37.131666 ma5: 37.577245992 ma10: 36.976388123999996\n",
      "close>ma5 False close>ma10 True ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 37.577245992 37.577245992\n",
      "self.Min 36.976388123999996 36.976388123999996\n",
      "self.Sum 111.68530011600001 111.68530011600001\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-09-23 ------------------\n",
      "close: 36.7941054 ma5: 37.428719328 ma10: 37.037149032\n",
      "close>ma5 False close>ma10 False ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 37.428719328 37.428719328\n",
      "self.Min 36.7941054 36.7941054\n",
      "self.Sum 111.25997376000001 111.25997376000001\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-09-24 ------------------\n",
      "close: 35.98395996 ma5: 37.26669024 ma10: 36.949383276000006\n",
      "close>ma5 False close>ma10 False ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 37.26669024 37.26669024\n",
      "self.Min 35.98395996 35.98395996\n",
      "self.Sum 110.20003347600002 110.20003347600002\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-09-25 ------------------\n",
      "close: 34.70122968 ma5: 36.497052071999995 ma10: 36.787354188\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 36.787354188 36.787354188\n",
      "self.Min 34.70122968 34.70122968\n",
      "self.Sum 107.98563594 107.98563594000001\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-09-28 ------------------\n",
      "close: 35.03879028 ma5: 35.929950264 ma10: 36.679334796\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 36.679334796 36.679334796\n",
      "self.Min 35.03879028 35.03879028\n",
      "self.Sum 107.64807533999999 107.64807534\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-09-29 ------------------\n",
      "close: 34.4311812 ma5: 35.389853304 ma10: 36.483549648\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 36.483549648 36.483549648\n",
      "self.Min 34.4311812 34.4311812\n",
      "self.Sum 106.30458415199999 106.304584152\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-09-30 ------------------\n",
      "close: 33.95859636 ma5: 34.822751496 ma10: 36.125735412\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 36.125735412 36.125735412\n",
      "self.Min 33.95859636 33.95859636\n",
      "self.Sum 104.90708326800001 104.90708326800001\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-10-09 ------------------\n",
      "close: 34.36366908 ma5: 34.49869332 ma10: 35.88269178\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 35.88269178 35.88269178\n",
      "self.Min 34.36366908 34.36366908\n",
      "self.Sum 104.74505418000001 104.74505418000001\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-10-12 ------------------\n",
      "close: 35.443863 ma5: 34.647219984 ma10: 35.572136028\n",
      "close>ma5 True close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 35.572136028 35.572136028\n",
      "self.Min 34.647219984 34.647219984\n",
      "self.Sum 105.66321901200001 105.66321901200001\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2020-10-13 ------------------\n",
      "close: 35.1063024 ma5: 34.660722408 ma10: 35.295336336000005\n",
      "close>ma5 True close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 35.295336336000005 35.295336336000005\n",
      "self.Min 34.660722408 34.660722408\n",
      "self.Sum 105.062361144 105.062361144\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2020-10-14 ------------------\n",
      "close: 34.63371756 ma5: 34.70122968 ma10: 35.045541492\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 35.045541492 35.045541492\n",
      "self.Min 34.63371756 34.63371756\n",
      "self.Sum 104.380488732 104.38048873199999\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-10-15 ------------------\n",
      "close: 34.63371756 ma5: 34.836253920000004 ma10: 34.829502708\n",
      "close>ma5 False close>ma10 False ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 34.836253920000004 34.836253920000004\n",
      "self.Min 34.63371756 34.63371756\n",
      "self.Sum 104.299474188 104.299474188\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-10-16 ------------------\n",
      "close: 34.7687418 ma5: 34.917268464 ma10: 34.707980892\n",
      "close>ma5 False close>ma10 True ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 34.917268464 34.917268464\n",
      "self.Min 34.707980892 34.707980892\n",
      "self.Sum 104.393991156 104.39399115600001\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-10-19 ------------------\n",
      "close: 34.4311812 ma5: 34.714732104 ma10: 34.680976044\n",
      "close>ma5 False close>ma10 False ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 34.714732104 34.714732104\n",
      "self.Min 34.4311812 34.4311812\n",
      "self.Sum 103.826889348 103.82688934800001\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-10-20 ------------------\n",
      "close: 34.16113272 ma5: 34.525698168 ma10: 34.593210288\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 34.593210288 34.593210288\n",
      "self.Min 34.16113272 34.16113272\n",
      "self.Sum 103.280041176 103.280041176\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-10-21 ------------------\n",
      "close: 34.22864484 ma5: 34.444683624 ma10: 34.572956652\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 34.572956652 34.572956652\n",
      "self.Min 34.22864484 34.22864484\n",
      "self.Sum 103.246285116 103.246285116\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-10-22 ------------------\n",
      "close: 34.36366908 ma5: 34.390673928 ma10: 34.613463924\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 34.613463924 34.613463924\n",
      "self.Min 34.36366908 34.36366908\n",
      "self.Sum 103.36780693200001 103.367806932\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-10-23 ------------------\n",
      "close: 34.56620544 ma5: 34.350166656 ma10: 34.63371756\n",
      "close>ma5 True close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 34.63371756 34.63371756\n",
      "self.Min 34.350166656 34.350166656\n",
      "self.Sum 103.550089656 103.550089656\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2020-10-26 ------------------\n",
      "close: 34.22864484 ma5: 34.309659384 ma10: 34.512195744\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 34.512195744 34.512195744\n",
      "self.Min 34.22864484 34.22864484\n",
      "self.Sum 103.050499968 103.05049996800001\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-10-27 ------------------\n",
      "close: 33.82357212 ma5: 34.242147263999996 ma10: 34.383922716\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 34.383922716 34.383922716\n",
      "self.Min 33.82357212 33.82357212\n",
      "self.Sum 102.4496421 102.44964209999999\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-10-28 ------------------\n",
      "close: 33.48601152 ma5: 34.093620599999994 ma10: 34.269152112\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 34.269152112 34.269152112\n",
      "self.Min 33.48601152 33.48601152\n",
      "self.Sum 101.84878423199999 101.848784232\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-10-29 ------------------\n",
      "close: 33.68854788 ma5: 33.95859636 ma10: 34.174635144\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 34.174635144 34.174635144\n",
      "self.Min 33.68854788 33.68854788\n",
      "self.Sum 101.821779384 101.821779384\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-10-30 ------------------\n",
      "close: 33.28347516 ma5: 33.702050304 ma10: 34.02610848\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 34.02610848 34.02610848\n",
      "self.Min 33.28347516 33.28347516\n",
      "self.Sum 101.011633944 101.011633944\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-11-02 ------------------\n",
      "close: 33.82357212 ma5: 33.62103576 ma10: 33.965347572\n",
      "close>ma5 True close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 33.965347572 33.965347572\n",
      "self.Min 33.62103576 33.62103576\n",
      "self.Sum 101.40995545199999 101.409955452\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2020-11-03 ------------------\n",
      "close: 34.0936206 ma5: 33.675045456 ma10: 33.95859636\n",
      "close>ma5 True close>ma10 True ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 34.0936206 34.0936206\n",
      "self.Min 33.675045456 33.675045456\n",
      "self.Sum 101.727262416 101.727262416\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2020-11-04 ------------------\n",
      "close: 33.55352364 ma5: 33.68854788 ma10: 33.89108424\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 33.89108424 33.89108424\n",
      "self.Min 33.55352364 33.55352364\n",
      "self.Sum 101.13315576 101.13315576000001\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-11-05 ------------------\n",
      "close: 34.0936206 ma5: 33.769562424 ma10: 33.864079392\n",
      "close>ma5 True close>ma10 True ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 34.0936206 34.0936206\n",
      "self.Min 33.769562424 33.769562424\n",
      "self.Sum 101.727262416 101.727262416\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2020-11-06 ------------------\n",
      "close: 34.22864484 ma5: 33.95859636 ma10: 33.830323332\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 34.22864484 34.22864484\n",
      "self.Min 33.830323332 33.830323332\n",
      "self.Sum 102.017564532 102.017564532\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2020-11-09 ------------------\n",
      "close: 34.56620544 ma5: 34.107123023999996 ma10: 33.864079392\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 34.56620544 34.56620544\n",
      "self.Min 33.864079392 33.864079392\n",
      "self.Sum 102.53740785599999 102.53740785599999\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2020-11-10 ------------------\n",
      "close: 34.16113272 ma5: 34.120625448 ma10: 33.897835451999995\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 34.16113272 34.16113272\n",
      "self.Min 33.897835451999995 33.897835451999995\n",
      "self.Sum 102.17959361999999 102.17959361999999\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2020-11-11 ------------------\n",
      "close: 34.7687418 ma5: 34.36366908 ma10: 34.02610848\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 34.7687418 34.7687418\n",
      "self.Min 34.02610848 34.02610848\n",
      "self.Sum 103.15851936 103.15851935999999\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2020-11-12 ------------------\n",
      "close: 34.36366908 ma5: 34.417678776 ma10: 34.0936206\n",
      "close>ma5 False close>ma10 True ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 34.417678776 34.417678776\n",
      "self.Min 34.0936206 34.0936206\n",
      "self.Sum 102.874968456 102.874968456\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-11-13 ------------------\n",
      "close: 33.55352364 ma5: 34.282654536 ma10: 34.120625448\n",
      "close>ma5 False close>ma10 False ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 34.282654536 34.282654536\n",
      "self.Min 33.55352364 33.55352364\n",
      "self.Sum 101.956803624 101.956803624\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-11-16 ------------------\n",
      "close: 34.0936206 ma5: 34.188137568 ma10: 34.147630296\n",
      "close>ma5 False close>ma10 False ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 34.188137568 34.188137568\n",
      "self.Min 34.0936206 34.0936206\n",
      "self.Sum 102.429388464 102.429388464\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-11-17 ------------------\n",
      "close: 35.1063024 ma5: 34.377171504 ma10: 34.248898476\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 35.1063024 35.1063024\n",
      "self.Min 34.248898476 34.248898476\n",
      "self.Sum 103.73237238 103.73237238\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2020-11-18 ------------------\n",
      "close: 34.97127816 ma5: 34.417678776 ma10: 34.390673928\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 34.97127816 34.97127816\n",
      "self.Min 34.390673928 34.390673928\n",
      "self.Sum 103.779630864 103.779630864\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2020-11-19 ------------------\n",
      "close: 34.7687418 ma5: 34.49869332 ma10: 34.458186048\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 34.7687418 34.7687418\n",
      "self.Min 34.458186048 34.458186048\n",
      "self.Sum 103.725621168 103.725621168\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2020-11-20 ------------------\n",
      "close: 34.7687418 ma5: 34.741736952 ma10: 34.512195744\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 34.7687418 34.7687418\n",
      "self.Min 34.512195744 34.512195744\n",
      "self.Sum 104.02267449600001 104.02267449600001\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2020-11-23 ------------------\n",
      "close: 35.03879028 ma5: 34.930770888 ma10: 34.559454228\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 35.03879028 35.03879028\n",
      "self.Min 34.559454228 34.559454228\n",
      "self.Sum 104.529015396 104.52901539599999\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2020-11-24 ------------------\n",
      "close: 34.70122968 ma5: 34.849756344 ma10: 34.613463924\n",
      "close>ma5 False close>ma10 True ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 34.849756344 34.849756344\n",
      "self.Min 34.613463924 34.613463924\n",
      "self.Sum 104.164449948 104.164449948\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-11-25 ------------------\n",
      "close: 34.70122968 ma5: 34.795746648 ma10: 34.606712712000004\n",
      "close>ma5 False close>ma10 True ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 34.795746648 34.795746648\n",
      "self.Min 34.606712712000004 34.606712712000004\n",
      "self.Sum 104.10368904 104.10368904\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-11-26 ------------------\n",
      "close: 34.63371756 ma5: 34.7687418 ma10: 34.63371756\n",
      "close>ma5 False close>ma10 False ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 34.7687418 34.7687418\n",
      "self.Min 34.63371756 34.63371756\n",
      "self.Sum 104.03617692 104.03617692\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-11-27 ------------------\n",
      "close: 35.1063024 ma5: 34.836253920000004 ma10: 34.788995436\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 35.1063024 35.1063024\n",
      "self.Min 34.788995436 34.788995436\n",
      "self.Sum 104.731551756 104.731551756\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2020-11-30 ------------------\n",
      "close: 34.83625392 ma5: 34.795746648 ma10: 34.863258767999994\n",
      "close>ma5 True close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 34.863258767999994 34.863258767999994\n",
      "self.Min 34.795746648 34.795746648\n",
      "self.Sum 104.49525933599999 104.495259336\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2020-12-01 ------------------\n",
      "close: 35.1063024 ma5: 34.876761192 ma10: 34.863258767999994\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 35.1063024 35.1063024\n",
      "self.Min 34.863258767999994 34.863258767999994\n",
      "self.Sum 104.84632235999999 104.84632235999999\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2020-12-02 ------------------\n",
      "close: 35.03879028 ma5: 34.94427331199999 ma10: 34.87000998\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 35.03879028 35.03879028\n",
      "self.Min 34.87000998 34.87000998\n",
      "self.Sum 104.853073572 104.85307357199999\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2020-12-03 ------------------\n",
      "close: 34.70122968 ma5: 34.957775735999995 ma10: 34.863258767999994\n",
      "close>ma5 False close>ma10 False ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 34.957775735999995 34.957775735999995\n",
      "self.Min 34.70122968 34.70122968\n",
      "self.Sum 104.522264184 104.522264184\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-12-04 ------------------\n",
      "close: 34.36366908 ma5: 34.809249072 ma10: 34.822751496\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 34.822751496 34.822751496\n",
      "self.Min 34.36366908 34.36366908\n",
      "self.Sum 103.995669648 103.995669648\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-12-07 ------------------\n",
      "close: 33.89108424 ma5: 34.620215136 ma10: 34.707980892\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 34.707980892 34.707980892\n",
      "self.Min 33.89108424 33.89108424\n",
      "self.Sum 103.219280268 103.21928026799999\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-12-08 ------------------\n",
      "close: 33.89108424 ma5: 34.377171504 ma10: 34.626966347999996\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 34.626966347999996 34.626966347999996\n",
      "self.Min 33.89108424 33.89108424\n",
      "self.Sum 102.895222092 102.895222092\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-12-09 ------------------\n",
      "close: 33.55352364 ma5: 34.080118176 ma10: 34.512195743999996\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 34.512195743999996 34.512195743999996\n",
      "self.Min 33.55352364 33.55352364\n",
      "self.Sum 102.14583755999999 102.14583756\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-12-10 ------------------\n",
      "close: 33.55352364 ma5: 33.850576968 ma10: 34.404176352\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 34.404176352 34.404176352\n",
      "self.Min 33.55352364 33.55352364\n",
      "self.Sum 101.80827696 101.80827696\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-12-11 ------------------\n",
      "close: 33.14845092 ma5: 33.607533336 ma10: 34.208391203999994\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 34.208391203999994 34.208391203999994\n",
      "self.Min 33.14845092 33.14845092\n",
      "self.Sum 100.96437546 100.96437546\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-12-14 ------------------\n",
      "close: 33.4184994 ma5: 33.513016368 ma10: 34.066615752000004\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 34.066615752000004 34.066615752000004\n",
      "self.Min 33.4184994 33.4184994\n",
      "self.Sum 100.99813152000002 100.99813152000002\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-12-15 ------------------\n",
      "close: 33.21596304 ma5: 33.377992128 ma10: 33.877581815999996\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 33.877581815999996 33.877581815999996\n",
      "self.Min 33.21596304 33.21596304\n",
      "self.Sum 100.471536984 100.471536984\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-12-16 ------------------\n",
      "close: 32.87840244 ma5: 33.242967887999995 ma10: 33.661543032\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 33.661543032 33.661543032\n",
      "self.Min 32.87840244 32.87840244\n",
      "self.Sum 99.78291336 99.78291336\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-12-17 ------------------\n",
      "close: 32.94591456 ma5: 33.121446072000005 ma10: 33.48601152\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 33.48601152 33.48601152\n",
      "self.Min 32.94591456 32.94591456\n",
      "self.Sum 99.55337215200001 99.55337215200001\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-12-18 ------------------\n",
      "close: 32.54084184 ma5: 32.999924256 ma10: 33.303728796\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 33.303728796 33.303728796\n",
      "self.Min 32.54084184 32.54084184\n",
      "self.Sum 98.844494892 98.844494892\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-12-21 ------------------\n",
      "close: 32.54084184 ma5: 32.824392744 ma10: 33.168704556\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 33.168704556 33.168704556\n",
      "self.Min 32.54084184 32.54084184\n",
      "self.Sum 98.53393914 98.53393914\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-12-22 ------------------\n",
      "close: 32.13576912 ma5: 32.60835396 ma10: 32.993173044\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 32.993173044 32.993173044\n",
      "self.Min 32.13576912 32.13576912\n",
      "self.Sum 97.73729612400001 97.737296124\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-12-23 ------------------\n",
      "close: 31.93323276 ma5: 32.419320024 ma10: 32.831143956\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 32.831143956 32.831143956\n",
      "self.Min 31.93323276 31.93323276\n",
      "self.Sum 97.18369674 97.18369674\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-12-24 ------------------\n",
      "close: 31.19059944 ma5: 32.068257 ma10: 32.594851536\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 32.594851536 32.594851536\n",
      "self.Min 31.19059944 31.19059944\n",
      "self.Sum 95.85370797600001 95.85370797600001\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-12-25 ------------------\n",
      "close: 31.25811156 ma5: 31.811710943999998 ma10: 32.4058176\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 32.4058176 32.4058176\n",
      "self.Min 31.25811156 31.25811156\n",
      "self.Sum 95.475640104 95.475640104\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-12-28 ------------------\n",
      "close: 31.12308732 ma5: 31.52816004 ma10: 32.176276392\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 32.176276392 32.176276392\n",
      "self.Min 31.12308732 31.12308732\n",
      "self.Sum 94.82752375199999 94.827523752\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2020-12-29 ------------------\n",
      "close: 31.59567216 ma5: 31.420140648 ma10: 32.014247303999994\n",
      "close>ma5 True close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 32.014247303999994 32.014247303999994\n",
      "self.Min 31.420140648 31.420140648\n",
      "self.Sum 95.030060112 95.030060112\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2020-12-30 ------------------\n",
      "close: 31.52816004 ma5: 31.339126104 ma10: 31.879223064\n",
      "close>ma5 True close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 31.879223064 31.879223064\n",
      "self.Min 31.339126104 31.339126104\n",
      "self.Sum 94.746509208 94.746509208\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2020-12-31 ------------------\n",
      "close: 31.25811156 ma5: 31.352628528000004 ma10: 31.710442764\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 31.710442764 31.710442764\n",
      "self.Min 31.25811156 31.25811156\n",
      "self.Sum 94.321182852 94.32118285199999\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2021-01-04 ------------------\n",
      "close: 30.0428934 ma5: 31.109584896 ma10: 31.460647919999996\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 31.460647919999996 31.460647919999996\n",
      "self.Min 30.0428934 30.0428934\n",
      "self.Sum 92.613126216 92.613126216\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2021-01-05 ------------------\n",
      "close: 30.11040552 ma5: 30.907048536 ma10: 31.217604288\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 31.217604288 31.217604288\n",
      "self.Min 30.11040552 30.11040552\n",
      "self.Sum 92.23505834400001 92.23505834400001\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2021-01-06 ------------------\n",
      "close: 30.0428934 ma5: 30.596492784 ma10: 31.008316716000003\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 31.008316716000003 31.008316716000003\n",
      "self.Min 30.0428934 30.0428934\n",
      "self.Sum 91.6477029 91.64770290000001\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2021-01-07 ------------------\n",
      "close: 29.84035704 ma5: 30.258932184000003 ma10: 30.799029144000002\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 30.799029144000002 30.799029144000002\n",
      "self.Min 29.84035704 29.84035704\n",
      "self.Sum 90.898318368 90.898318368\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2021-01-08 ------------------\n",
      "close: 29.97538128 ma5: 30.002386128 ma10: 30.677507328\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 30.677507328 30.677507328\n",
      "self.Min 29.97538128 29.97538128\n",
      "self.Sum 90.655274736 90.655274736\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2021-01-11 ------------------\n",
      "close: 29.63782068 ma5: 29.921371584000003 ma10: 30.51547824\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 30.51547824 30.51547824\n",
      "self.Min 29.63782068 29.63782068\n",
      "self.Sum 90.07467050400001 90.074670504\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2021-01-12 ------------------\n",
      "close: 29.63782068 ma5: 29.826854616000002 ma10: 30.366951576\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 30.366951576 30.366951576\n",
      "self.Min 29.63782068 29.63782068\n",
      "self.Sum 89.831626872 89.831626872\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2021-01-13 ------------------\n",
      "close: 29.90786916 ma5: 29.799849768 ma10: 30.198171276\n",
      "close>ma5 True close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 30.198171276 30.198171276\n",
      "self.Min 29.799849768 29.799849768\n",
      "self.Sum 89.905890204 89.905890204\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2021-01-14 ------------------\n",
      "close: 30.44796612 ma5: 29.921371584000003 ma10: 30.090151884\n",
      "close>ma5 True close>ma10 True ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 30.44796612 30.44796612\n",
      "self.Min 29.921371584000003 29.921371584000003\n",
      "self.Sum 90.459489588 90.459489588\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2021-01-15 ------------------\n",
      "close: 30.44796612 ma5: 30.015888552 ma10: 30.009137340000002\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 30.44796612 30.44796612\n",
      "self.Min 30.009137340000002 30.009137340000002\n",
      "self.Sum 90.472992012 90.47299201199999\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2021-01-18 ------------------\n",
      "close: 30.44796612 ma5: 30.177917639999997 ma10: 30.049644612\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 30.44796612 30.44796612\n",
      "self.Min 30.049644612 30.049644612\n",
      "self.Sum 90.675528372 90.675528372\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2021-01-19 ------------------\n",
      "close: 31.12308732 ma5: 30.474970968 ma10: 30.150912792000003\n",
      "close>ma5 True close>ma10 True ma5>ma10 True\n",
      "self.And 1.0 True\n",
      "self.Or 1.0 True\n",
      "self.If 1000.0 1000\n",
      "self.All 1.0 True\n",
      "self.Any 1.0 True\n",
      "self.Max 31.12308732 31.12308732\n",
      "self.Min 30.150912792000003 30.150912792000003\n",
      "self.Sum 91.74897108 91.74897108\n",
      "self.Cmp 1.0 1\n",
      "---------- datetime 2021-01-20 ------------------\n",
      "close: 30.58299036 ma5: 30.609995207999997 ma10: 30.204922488\n",
      "close>ma5 False close>ma10 True ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 30.609995207999997 30.609995207999997\n",
      "self.Min 30.204922488 30.204922488\n",
      "self.Sum 91.397908056 91.397908056\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2021-01-21 ------------------\n",
      "close: 30.31294188 ma5: 30.582990360000004 ma10: 30.252180972\n",
      "close>ma5 False close>ma10 True ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 30.582990360000004 30.582990360000004\n",
      "self.Min 30.252180972 30.252180972\n",
      "self.Sum 91.148113212 91.148113212\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2021-01-22 ------------------\n",
      "close: 29.77284492 ma5: 30.44796612 ma10: 30.231927336000002\n",
      "close>ma5 False close>ma10 False ma5>ma10 True\n",
      "self.And 0.0 False\n",
      "self.Or 1.0 True\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 1.0 True\n",
      "self.Max 30.44796612 30.44796612\n",
      "self.Min 29.77284492 29.77284492\n",
      "self.Sum 90.452738376 90.452738376\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2021-01-25 ------------------\n",
      "close: 28.96269948 ma5: 30.150912792000003 ma10: 30.164415216\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 30.164415216 30.164415216\n",
      "self.Min 28.96269948 28.96269948\n",
      "self.Sum 89.278027488 89.278027488\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2021-01-26 ------------------\n",
      "close: 28.76016312 ma5: 29.678327952 ma10: 30.07664946\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 30.07664946 30.07664946\n",
      "self.Min 28.76016312 28.76016312\n",
      "self.Sum 88.515140532 88.515140532\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2021-01-27 ------------------\n",
      "close: 28.89518736 ma5: 29.340767352 ma10: 29.97538128\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 29.97538128 29.97538128\n",
      "self.Min 28.89518736 28.89518736\n",
      "self.Sum 88.211335992 88.211335992\n",
      "self.Cmp -1.0 -1\n",
      "---------- datetime 2021-01-28 ------------------\n",
      "close: 28.76016312 ma5: 29.0302116 ma10: 29.806600980000002\n",
      "close>ma5 False close>ma10 False ma5>ma10 False\n",
      "self.And 0.0 False\n",
      "self.Or 0.0 False\n",
      "self.If 5000.0 5000\n",
      "self.All 0.0 False\n",
      "self.Any 0.0 False\n",
      "self.Max 29.806600980000002 29.806600980000002\n",
      "self.Min 28.76016312 28.76016312\n",
      "self.Sum 87.5969757 87.5969757\n",
      "self.Cmp -1.0 -1\n"
     ]
    }
   ],
   "source": [
    "import backtrader.indicators as btind # 导入策略分析模块\n",
    "class TestStrategy(bt.Strategy):\n",
    "    \n",
    "    def __init__(self):\n",
    "        self.sma5 = btind.SimpleMovingAverage(period=5) # 5日均线\n",
    "        self.sma10 = btind.SimpleMovingAverage(period=10) # 10日均线\n",
    "        # bt.And 中所有条件都满足时返回 1；有一个条件不满足就返回 0\n",
    "        self.And = bt.And(self.data>self.sma5, self.data>self.sma10, self.sma5>self.sma10)\n",
    "        # bt.Or 中有一个条件满足时就返回 1；所有条件都不满足时返回 0\n",
    "        self.Or = bt.Or(self.data>self.sma5, self.data>self.sma10, self.sma5>self.sma10)\n",
    "        # bt.If(a, b, c) 如果满足条件 a，就返回 b，否则返回 c\n",
    "        self.If = bt.If(self.data>self.sma5,1000, 5000)\n",
    "        # bt.All,同 bt.And\n",
    "        self.All = bt.All(self.data>self.sma5, self.data>self.sma10, self.sma5>self.sma10)\n",
    "        # bt.Any，同 bt.Or\n",
    "        self.Any = bt.Any(self.data>self.sma5, self.data>self.sma10, self.sma5>self.sma10)\n",
    "        # bt.Max，返回同一时刻所有指标中的最大值\n",
    "        self.Max = bt.Max(self.data, self.sma10, self.sma5)\n",
    "        # bt.Min，返回同一时刻所有指标中的最小值\n",
    "        self.Min = bt.Min(self.data, self.sma10, self.sma5)\n",
    "        # bt.Sum，对同一时刻所有指标进行求和\n",
    "        self.Sum = bt.Sum(self.data, self.sma10, self.sma5)\n",
    "        # bt.Cmp(a,b), 如果 a>b ，返回 1；否则返回 -1\n",
    "        self.Cmp = bt.Cmp(self.data, self.sma5)\n",
    "\n",
    "        \n",
    "    def next(self):\n",
    "        print('---------- datetime',self.data.datetime.date(0), '------------------')\n",
    "        print('close:', self.data[0], 'ma5:', self.sma5[0], 'ma10:', self.sma10[0])\n",
    "        print('close>ma5',self.data>self.sma5, 'close>ma10',self.data>self.sma10, 'ma5>ma10', self.sma5>self.sma10)\n",
    "        print('self.And', self.And[0], self.data>self.sma5 and self.data>self.sma10 and self.sma5>self.sma10)\n",
    "        print('self.Or', self.Or[0], self.data>self.sma5 or self.data>self.sma10 or self.sma5>self.sma10)\n",
    "        print('self.If', self.If[0], 1000 if self.data>self.sma5 else 5000)\n",
    "        print('self.All',self.All[0], self.data>self.sma5 and self.data>self.sma10 and self.sma5>self.sma10)\n",
    "        print('self.Any', self.Any[0], self.data>self.sma5 or self.data>self.sma10 or self.sma5>self.sma10)\n",
    "        print('self.Max',self.Max[0], max([self.data[0], self.sma10[0], self.sma5[0]]))\n",
    "        print('self.Min', self.Min[0], min([self.data[0], self.sma10[0], self.sma5[0]]))\n",
    "        print('self.Sum', self.Sum[0], sum([self.data[0], self.sma10[0], self.sma5[0]]))\n",
    "        print('self.Cmp', self.Cmp[0], 1 if self.data>self.sma5 else -1)  \n",
    "        \n",
    "cerebro3 = bt.Cerebro()\n",
    "st_date = datetime.datetime(2019,1,2)\n",
    "ed_date = datetime.datetime(2021,1,28)\n",
    "datafeed1 = bt.feeds.PandasData(dataname=data1, fromdate=st_date, todate=ed_date)\n",
    "cerebro3.adddata(datafeed1, name='600466.SH')\n",
    "\n",
    "cerebro3.addstrategy(TestStrategy)\n",
    "rasult = cerebro3.run()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 五、如何对齐不同周期的指标"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# self.data0 是日度行情、self.data1 是月度行情\n",
    "self.month = btind.xxx(self.data1) # 计算返回的 self.month 指标也是月度的\n",
    "# 选择指标对象中的第一条 line 进行对齐\n",
    "self.sellsignal = self.data0.close < self.month.lines[0]()\n",
    "# 对齐整个指标对象\n",
    "self.month_ = self.month() \n",
    "self.signal = self.data0.close < self.month_.lines[0] \n",
    "\n",
    "cerebro.run(runonce=False)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 六、在 Backtrader 中调用 TA-Lib 库"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "class TALibStrategy(bt.Strategy):\n",
    "    def __init__(self):\n",
    "        # 计算 5 日均线\n",
    "        bt.talib.SMA(self.data.close, timeperiod=5)\n",
    "        bt.indicators.SMA(self.data, period=5)\n",
    "        # 计算布林带\n",
    "        bt.talib.BBANDS(self.data, timeperiod=25)\n",
    "        bt.indicators.BollingerBands(self.data, period=25)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 七、自定义新指标"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "class MyInd(bt.Indicator):\n",
    "    lines = (xxx,xxx, ) # 最后一个 “,” 别省略\n",
    "    params = ((xxx, n),) # 最后一个 “,” 别省略\n",
    "    \n",
    "    def __init__(self):\n",
    "        '''可选'''\n",
    "        pass\n",
    "    \n",
    "    def next(self):\n",
    "        '''可选'''\n",
    "        pass\n",
    "    \n",
    "    def once(self):\n",
    "        '''可选'''\n",
    "        pass \n",
    "    \n",
    "    plotinfo = dict(...)\n",
    "    plotlines = dict(...)\n",
    "    ..."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "class DummyInd(bt.Indicator):\n",
    "    # 将计算的指标命名为 'dummyline'，后面调用这根 line 的方式有： \n",
    "    # self.lines.dummyline ↔ self.l.dummyline ↔ self.dummyline\n",
    "    lines = ('dummyline',)\n",
    "    # 定义参数，后面调用这个参数的方式有：\n",
    "    # self.params.xxx ↔ self.p.xxx\n",
    "    params = (('value', 5),)\n",
    "    \n",
    "    def __init__(self):\n",
    "        self.l.dummyline = bt.Max(0.0, self.p.value)\n",
    "    \n",
    "    def next(self):\n",
    "        self.l.dummyline[0] = max(0.0, self.p.value)\n",
    "   \n",
    "    def once(self, start, end):\n",
    "        dummy_array = self.l.dummyline.array\n",
    "        for i in xrange(start, end):\n",
    "            dummy_array[i] = max(0.0, self.p.value)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "class My_MACD(bt.Indicator):\n",
    "    lines = ('macd', 'signal', 'histo')\n",
    "    params = (('period_me1',12), \n",
    "              ('period_me2', 26), \n",
    "              ('period_signal', 9),)\n",
    "    def __init__(self):\n",
    "        me1 = EMA(self.data, period=self.p.period_me1)\n",
    "        me2 = EMA(self.data, period=self.p.period_me2)\n",
    "        self.l.macd = me1 - me2\n",
    "        self.l.signal = EMA(self.l.macd, period=self.p.period_signal)\n",
    "        self.l.histo = self.l.macd - self.l.signal"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
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