21_Selenium.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "%reload_ext autoreload\n",
    "%autoreload 2"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 模拟器爬虫\n",
    "> 解决一些复杂问题，或者通用爬虫，虽然性能不佳，但看看能做到啥程度\n",
    "\n",
    "本质上这是个自动化测试的工具，实现如按键精灵一样的效果，但可能也有瓶颈，也会被识别为爬虫\n",
    "\n",
    "\n",
    "* [官方介绍](https://www.selenium.dev/documentation/en/introduction/)\n",
    "* [API文档](https://www.selenium.dev/selenium/docs/api/py/api.html)\n",
    "\n",
    "感觉研究这个意义不大，因为还是有被屏蔽的问题，越是有价值的内容，反爬措施越严格，甚至到需要录制真人操作的地步，那就有点背离爬虫的初衷，只是做长尾的内容api化，不需要爬哪些最难的，反而是找到一个更需要网页api的场景，提供更智能的响应\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# export\n",
    "import pandas as pd\n",
    "import requests,json,re\n",
    "from bs4 import BeautifulSoup,Tag,NavigableString\n",
    "from collections import Counter\n",
    "from crawler_from_scratch.utils import *"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Selenium\n",
    "\n",
    "[selenium-python文档](https://selenium-python.readthedocs.io/)\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "下载chromedriver https://sites.google.com/a/chromium.org/chromedriver/downloads"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "from selenium.webdriver import Chrome\n",
    "from selenium.webdriver.common.keys import Keys\n",
    "from selenium.webdriver.support.ui import WebDriverWait"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "driver = Chrome(executable_path='./chromedriver')\n",
    "driver.get('http://www.baidu.com')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 如何找到一个元素并显示它的值\n",
    "XPath语法 https://www.runoob.com/xpath/xpath-syntax.html"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'新闻'"
      ]
     },
     "execution_count": null,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "nav = driver.find_element_by_xpath(\"//div[@id='u1']/a[2]\")\n",
    "nav.text"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 跳转一个页面并获取当前页url"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'https://www.baidu.com/s?ie=utf-8&f=8&rsv_bp=1&rsv_idx=1&tn=baidu&wd=hawk&rsv_t=f672jDJ7kro9rT2C6vRNNbm7Y8Hsz02eZktZCxrKTlbtZItRdPTr%2FGMybp0&rsv_enter=1&rsv_dl=tb&rsv_sug3=4&rsv_sug2=0&inputT=97&rsv_sug4=97'"
      ]
     },
     "execution_count": null,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "kw = driver.find_element_by_id('kw')\n",
    "kw.send_keys('hawk',Keys.ENTER)\n",
    "\n",
    "element = WebDriverWait(driver, 10).until(\n",
    "    lambda driver: driver.find_element_by_id('content_left')\n",
    ")\n",
    "driver.current_url"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 滚动到页面底部,加载更多内容"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "driver.get('https://www.ixigua.com/')\n",
    "driver.execute_script(\"window.scrollTo(0, document.body.scrollHeight);\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 如何查看过程中获取的network files\n",
    "> 需要搭配proxy"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Appium\n",
    "\n",
    "* [官网](http://appium.io/docs/en/about-appium/getting-started/)\n",
    "* [Appium Desktop](https://github.com/appium/appium-desktop/releases)\n",
    "* [Python Client](https://github.com/appium/python-client) 选dmg\n",
    "\n",
    "无法打开的问题 https://github.com/appium/appium-desktop/issues/839\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# !pip install Appium-Python-Client\n",
    "\n",
    "from appium import webdriver as appdriver"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Real Device Setup\n",
    "For Android automation, no additional setup is required for testing on real devices, other than these simple requirements:\n",
    "\n",
    "* Ensure that Developer mode is turned on for the device.\n",
    "* Ensure that the device is connected via USB to the Appium host, and can be seen by ADB (run adb devices to make sure).\n",
    "* Ensure that \"Verify Apps\" in settings is disabled, to allow Appium's helper apps to function without manual intervention.\n",
    "* (For some specific commands, the device might need to be rooted, though this is not the norm.)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "List of devices attached\r\n",
      "emulator-5554\tdevice\r\n",
      "\r\n"
     ]
    }
   ],
   "source": [
    "# !brew cask install android-platform-tools\n",
    "# !adb kill-server && adb server && adb shell\n",
    "!adb devices "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "package:com.android.providers.telephony\r",
      "\r\n",
      "package:io.appium.settings\r",
      "\r\n",
      "package:com.android.providers.calendar\r",
      "\r\n",
      "package:com.android.providers.media\r",
      "\r\n",
      "package:com.android.wallpapercropper\r",
      "\r\n",
      "package:com.android.documentsui\r",
      "\r\n",
      "package:com.android.galaxy4\r",
      "\r\n",
      "package:com.android.externalstorage\r",
      "\r\n",
      "package:com.android.htmlviewer\r",
      "\r\n",
      "package:com.android.quicksearchbox\r",
      "\r\n",
      "package:com.android.mms.service\r",
      "\r\n",
      "package:com.xiachufang\r",
      "\r\n",
      "package:com.android.providers.downloads\r",
      "\r\n",
      "package:com.android.browser\r",
      "\r\n",
      "package:com.android.defcontainer\r",
      "\r\n",
      "package:com.android.providers.downloads.ui\r",
      "\r\n",
      "package:com.android.pacprocessor\r",
      "\r\n",
      "package:com.tencent.mm\r",
      "\r\n",
      "package:com.android.certinstaller\r",
      "\r\n",
      "package:android\r",
      "\r\n",
      "package:com.tencent.android.qqdownloader\r",
      "\r\n",
      "package:com.android.camera2\r",
      "\r\n",
      "package:com.android.backupconfirm\r",
      "\r\n",
      "package:com.android.provision\r",
      "\r\n",
      "package:com.android.statementservice\r",
      "\r\n",
      "package:com.android.wallpaper.holospiral\r",
      "\r\n",
      "package:com.android.phasebeam\r",
      "\r\n",
      "package:com.android.providers.settings\r",
      "\r\n",
      "package:com.android.sharedstoragebackup\r",
      "\r\n",
      "package:com.android.printspooler\r",
      "\r\n",
      "package:com.android.webview\r",
      "\r\n",
      "package:com.android.inputdevices\r",
      "\r\n",
      "package:com.android.server.telecom\r",
      "\r\n",
      "package:com.android.keychain\r",
      "\r\n",
      "package:com.android.gallery3d\r",
      "\r\n",
      "package:com.android.calllogbackup\r",
      "\r\n",
      "package:com.android.packageinstaller\r",
      "\r\n",
      "package:com.android.proxyhandler\r",
      "\r\n",
      "package:com.cyanogenmod.filemanager\r",
      "\r\n",
      "package:com.android.wallpaper.livepicker\r",
      "\r\n",
      "package:com.android.settings\r",
      "\r\n",
      "package:com.android.wallpaper\r",
      "\r\n",
      "package:com.android.vpndialogs\r",
      "\r\n",
      "package:com.cyjh.mobileanjian\r",
      "\r\n",
      "package:com.android.phone\r",
      "\r\n",
      "package:com.android.shell\r",
      "\r\n",
      "package:com.android.providers.userdictionary\r",
      "\r\n",
      "package:com.android.location.fused\r",
      "\r\n",
      "package:com.android.systemui\r",
      "\r\n",
      "package:com.android.bluetoothmidiservice\r",
      "\r\n",
      "package:io.kkzs\r",
      "\r\n",
      "package:com.android.captiveportallogin\r",
      "\r\n"
     ]
    }
   ],
   "source": [
    "!adb shell pm list packages"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "ename": "WebDriverException",
     "evalue": "Message: An unknown server-side error occurred while processing the command. Original error: JAVA_HOME is not set currently. Please set JAVA_HOME.\n",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mWebDriverException\u001b[0m                        Traceback (most recent call last)",
      "\u001b[0;32m<ipython-input-84-3fc071ff46a1>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[1;32m      8\u001b[0m                     \u001b[0;34m'appActivity'\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0;34m'com.tencent.mobileqq.activity.SplashActivity'\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      9\u001b[0m                     }\n\u001b[0;32m---> 10\u001b[0;31m \u001b[0mdriver\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mappdriver\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mRemote\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'http://127.0.0.1:4723/wd/hub'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mdesired_caps\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
      "\u001b[0;32m/opt/anaconda3/lib/python3.7/site-packages/appium/webdriver/webdriver.py\u001b[0m in \u001b[0;36m__init__\u001b[0;34m(self, command_executor, desired_capabilities, browser_profile, proxy, keep_alive, direct_connection)\u001b[0m\n\u001b[1;32m    149\u001b[0m             \u001b[0mdesired_capabilities\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    150\u001b[0m             \u001b[0mbrowser_profile\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 151\u001b[0;31m             \u001b[0mproxy\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    152\u001b[0m         )\n\u001b[1;32m    153\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/opt/anaconda3/lib/python3.7/site-packages/selenium/webdriver/remote/webdriver.py\u001b[0m in \u001b[0;36m__init__\u001b[0;34m(self, command_executor, desired_capabilities, browser_profile, proxy, keep_alive, file_detector, options)\u001b[0m\n\u001b[1;32m    155\u001b[0m             warnings.warn(\"Please use FirefoxOptions to set browser profile\",\n\u001b[1;32m    156\u001b[0m                           DeprecationWarning, stacklevel=2)\n\u001b[0;32m--> 157\u001b[0;31m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mstart_session\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mcapabilities\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbrowser_profile\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    158\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_switch_to\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mSwitchTo\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    159\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_mobile\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mMobile\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/opt/anaconda3/lib/python3.7/site-packages/appium/webdriver/webdriver.py\u001b[0m in \u001b[0;36mstart_session\u001b[0;34m(self, capabilities, browser_profile)\u001b[0m\n\u001b[1;32m    225\u001b[0m         \u001b[0mparameters\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_merge_capabilities\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mcapabilities\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    226\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 227\u001b[0;31m         \u001b[0mresponse\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mexecute\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mRemoteCommand\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mNEW_SESSION\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mparameters\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    228\u001b[0m         \u001b[0;32mif\u001b[0m \u001b[0;34m'sessionId'\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mresponse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    229\u001b[0m             \u001b[0mresponse\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mresponse\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'value'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/opt/anaconda3/lib/python3.7/site-packages/selenium/webdriver/remote/webdriver.py\u001b[0m in \u001b[0;36mexecute\u001b[0;34m(self, driver_command, params)\u001b[0m\n\u001b[1;32m    319\u001b[0m         \u001b[0mresponse\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcommand_executor\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mexecute\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdriver_command\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mparams\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    320\u001b[0m         \u001b[0;32mif\u001b[0m \u001b[0mresponse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 321\u001b[0;31m             \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0merror_handler\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcheck_response\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mresponse\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    322\u001b[0m             response['value'] = self._unwrap_value(\n\u001b[1;32m    323\u001b[0m                 response.get('value', None))\n",
      "\u001b[0;32m/opt/anaconda3/lib/python3.7/site-packages/selenium/webdriver/remote/errorhandler.py\u001b[0m in \u001b[0;36mcheck_response\u001b[0;34m(self, response)\u001b[0m\n\u001b[1;32m    240\u001b[0m                 \u001b[0malert_text\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mvalue\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'alert'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'text'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    241\u001b[0m             \u001b[0;32mraise\u001b[0m \u001b[0mexception_class\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmessage\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mscreen\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mstacktrace\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0malert_text\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 242\u001b[0;31m         \u001b[0;32mraise\u001b[0m \u001b[0mexception_class\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmessage\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mscreen\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mstacktrace\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    243\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    244\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0m_value_or_default\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mobj\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mkey\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mdefault\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;31mWebDriverException\u001b[0m: Message: An unknown server-side error occurred while processing the command. Original error: JAVA_HOME is not set currently. Please set JAVA_HOME.\n"
     ]
    }
   ],
   "source": [
    "desired_caps = {\n",
    "                    'platformName': 'Android',\n",
    "                    'deviceName': '127.0.0.1:7555',\n",
    "                    'platformVersion': '6.0.1',\n",
    "                    # apk包名\n",
    "                    'appPackage': 'com.tencent.mobileqq',\n",
    "                    # apk的launcherActivity\n",
    "                    'appActivity': 'com.tencent.mobileqq.activity.SplashActivity'\n",
    "                    }\n",
    "driver = appdriver.Remote('http://127.0.0.1:4723/wd/hub', desired_caps)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "res = requests.get('https://ncov.dxy.cn/ncovh5/view/pneumonia')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'getAreaStat = 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日，科技部社会发展科技司司长吴远彬表示，目前研究结论显示，呼吸道飞沫和密切接触传播仍然是主要传播途径。粪口传播有一定风险，但传播能力和条件还需进一步相应研究证实。针对气溶胶传播，中国医科院实验动物所开展相应实验，气溶胶传播要同时满足密闭的空间、较长的时间、高浓度病毒三个条件，在这些条件下才有传染的可能性。通风条件良好的日常生活中气溶胶传播可能性小。\",\"sourceUrl\":\"\",\"score\":193,\"rumorType\":0},{\"id\":177,\"title\":\"十三名男女生感染 sk5 病毒？\",\"mainSummary\":\"丁香医生团队查证：该谣言系 2018 年的旧谣言，造谣者已被查处\",\"summary\":\"\",\"body\":\"近日，部分网民转发「乐陵十三人染 sk5 病毒，参与抢救的医生已被隔离」的信息，其实，该谣言早在 2018 年就已经存在，且造谣者被依法查处。此次经乐陵市公安局侦查，确认该谣言在当前时期的首次转发者为董某玲（庆云县居住）。2020 年 2 月 27 日，董某玲因散布谣言扰乱公共秩序，已被公安机关依法处以行政拘留。\",\"sourceUrl\":\"\",\"score\":192,\"rumorType\":0},{\"id\":173,\"title\":\"十年前就有人预测疫情？\",\"mainSummary\":\"上海图书馆查证：没有找到传闻里提到的这本书，同名文章也没有相关内容\",\"summary\":\"\",\"body\":\"网传「陈国生写的一本叫《实证化中医基础理论及运用》的书在十年前预言了这次肺炎疫情」。上海图书馆进行了查证，没有检索到这本书。\\\\n在万方数据库里，可以查得陈国生所写《实证化中医基础理论依据及应用》这篇文章，发表在《2011 年全国天灾预测研讨学术会议论文集》中，题名和网传有一字之差，但能够对上年份和会议名称。但并未发现涉及任何与疫情预测相关的内容。\",\"sourceUrl\":\"\",\"score\":191,\"rumorType\":0},{\"id\":14,\"title\":\"戴多层口罩才能防住病毒?\",\"mainSummary\":\"丁香医生团队辟谣：佩戴多层口罩可能造成呼吸不畅\",\"summary\":\"\",\"body\":\"不需要佩戴多层口罩。建议选择 N95/KN95 或普通外科口罩，并且一层就够，其他口罩防护效果不如这三种。佩戴多层口罩还可能造成呼吸不畅。\\\\n\",\"sourceUrl\":\"\",\"score\":190,\"rumorType\":0},{\"id\":178,\"title\":\"确诊者家中的狗检测呈弱阳性？\",\"mainSummary\":\"香港食卫局长陈肇始强调：虽查到弱阳性，但无证据显示狗会传播新冠病毒给人\",\"summary\":\"\",\"body\":\"据香港文汇网报道，香港渔护署发现一名新冠肺炎确诊患者饲养的宠物狗对病毒测试呈弱阳性反应。香港食物及卫生局长陈肇始 28 日强调，无证据显示狗会传播新冠病毒给人。她呼吁养宠物的市民注意个人卫生。\\\\n\\\\n陈肇始表示，这只狗会接受兽医的医学监察，并抽取样本化验，待测试结果呈阴性才会发还。\",\"sourceUrl\":\"\",\"score\":190,\"rumorType\":1}]}catch(e){}</script><script id=\"getPV\">try { window.getPV = 3458657316}catch(e){}</script><script id=\"getWikiList\">try { window.getWikiList = 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      ]
     },
     "execution_count": null,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "re.search(r'getAreaStat = (.*)}',res.content.decode()).group()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Proxy\n",
    "> mitmproxy\n",
    "baseproxy\n",
    "模拟器里执行一个动作，proxy抓下来进一步处理"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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