Pyspider中给爬虫伪造随机请求头的实例
Pyspider 中采用了 tornado 库来做 http 请求,在请求过程中可以添加各种参数,例如请求链接超时时间,请求传输数据超时时间,请求头等等,但是根据pyspider的原始框架,给爬虫添加参数只能通过 crawl_config这个Python字典来完成(如下所示),框架代码将这个字典中的参数转换成 task 数据,进行http请求。这个参数的缺点是不方便给每一次请求做随机请求头。
crawl_config = { "user_agent": "Mozilla/5.0 (Windows NT 6.3; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/52.0.2743.116 Safari/537.36", "timeout": 120, "connect_timeout": 60, "retries": 5, "fetch_type": 'js', "auto_recrawl": True, }
这里写出给爬虫添加随机请求头的方法:
1、编写脚本,将脚本放置在 pyspider 的 libs 文件夹下,命名为 header_switch.py
#!/usr/bin/env python # -*- coding:utf-8 -*- # Created on 2017-10-18 11:52:26 import random import time class HeadersSelector(object): """ Header 中缺少几个字段 Host 和 Cookie """ headers_1 = { "Proxy-Connection": "keep-alive", "Pragma": "no-cache", "Cache-Control": "no-cache", "User-Agent": "Mozilla/5.0 (Windows NT 6.3; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/52.0.2743.116 Safari/537.36", "Accept": "text/html,application/xhtml+xml,application/xml;q=0.9,image/webp,*/*;q=0.8", "DNT": "1", "Accept-Encoding": "gzip, deflate, sdch", "Accept-Language": "zh-CN,zh;q=0.8,en-US;q=0.6,en;q=0.4", "Referer": "https://www.baidu.com/s?wd=%BC%96%E7%A0%81&rsv_spt=1&rsv_iqid=0x9fcbc99a0000b5d7&issp=1&f=8&rsv_bp=1&rsv_idx=2&ie=utf-8&rqlang=cn&tn=baiduhome_pg&rsv_enter=0&oq=If-None-Match&inputT=7282&rsv_t", "Accept-Charset": "gb2312,gbk;q=0.7,utf-8;q=0.7,*;q=0.7", } # 网上找的浏览器 headers_2 = { "Proxy-Connection": "keep-alive", "Pragma": "no-cache", "Cache-Control": "no-cache", "User-Agent": "Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/49.0.2623.221 Safari/537.36 SE 2.X MetaSr 1.0", "Accept": "image/gif,image/x-xbitmap,image/jpeg,application/x-shockwave-flash,application/vnd.ms-excel,application/vnd.ms-powerpoint,application/msword,*/*", "DNT": "1", "Referer": "https://www.baidu.com/link?url=c-FMHf06-ZPhoRM4tWduhraKXhnSm_RzjXZ-ZTFnPAvZN", "Accept-Encoding": "gzip, deflate, sdch", "Accept-Language": "zh-CN,zh;q=0.8,en-US;q=0.6,en;q=0.4", } # window 7 系统浏览器 headers_3 = { "Proxy-Connection": "keep-alive", "Pragma": "no-cache", "Cache-Control": "no-cache", "User-Agent": "Mozilla/5.0 (X11; Linux x86_64; rv:52.0) Gecko/20100101 Firefox/52.0", "Accept": "image/x-xbitmap,image/jpeg,application/x-shockwave-flash,application/vnd.ms-excel,application/vnd.ms-powerpoint,application/msword,*/*", "DNT": "1", "Referer": "https://www.baidu.com/s?wd=http%B4%20Pragma&rsf=1&rsp=4&f=1&oq=Pragma&tn=baiduhome_pg&ie=utf-8&usm=3&rsv_idx=2&rsv_pq=e9bd5e5000010", "Accept-Encoding": "gzip, deflate, sdch", "Accept-Language": "zh-CN,zh;q=0.8,en-US;q=0.7,en;q=0.6", } # Linux 系统 firefox 浏览器 headers_4 = { "Proxy-Connection": "keep-alive", "Pragma": "no-cache", "Cache-Control": "no-cache", "User-Agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64; rv:55.0) Gecko/20100101 Firefox/55.0", "Accept": "*/*", "DNT": "1", "Referer": "https://www.baidu.com/link?url=c-FMHf06-ZPhoRM4tWduhraKXhnSm_RzjXZ-ZTFnP", "Accept-Encoding": "gzip, deflate, sdch", "Accept-Language": "zh-CN,zh;q=0.9,en-US;q=0.7,en;q=0.6", } # Win10 系统 firefox 浏览器 headers_5 = { "Connection": "keep-alive", "Pragma": "no-cache", "Cache-Control": "no-cache", "User-Agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64;) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/52.0.2743.116 Safari/537.36 Edge/15.15063", "Accept": "text/html,application/xhtml+xml,application/xml;q=0.9,image/webp,*/*;q=0.8", "Referer": "https://www.baidu.com/link?url=c-FMHf06-ZPhoRM4tWduhraKXhnSm_RzjXZ-", "Accept-Encoding": "gzip, deflate, sdch", "Accept-Language": "zh-CN,zh;q=0.9,en-US;q=0.7,en;q=0.6", "Accept-Charset": "gb2312,gbk;q=0.7,utf-8;q=0.7,*;q=0.7", } # Win10 系统 Chrome 浏览器 headers_6 = { "Accept": "text/html,application/xhtml+xml,application/xml;q=0.9,image/webp,*/*;q=0.8", "Accept-Encoding": "gzip, deflate, sdch", "Accept-Language": "zh-CN,zh;q=0.8", "Pragma": "no-cache", "Cache-Control": "no-cache", "Connection": "keep-alive", "DNT": "1", "Referer": "https://www.baidu.com/s?wd=If-None-Match&rsv_spt=1&rsv_iqid=0x9fcbc99a0000b5d7&issp=1&f=8&rsv_bp=1&rsv_idx=2&ie=utf-8&rq", "Accept-Charset": "gb2312,gbk;q=0.7,utf-8;q=0.7,*;q=0.7", "User-Agent": "Mozilla/5.0 (Windows NT 10.0; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/49.0.2623.221 Safari/537.36 SE 2.X MetaSr 1.0", } # win10 系统浏览器 def __init__(self): pass def select_header(self): n = random.randint(1, 6) switch={ 1: self.headers_1 2: self.headers_2 3: self.headers_3 4: self.headers_4 5: self.headers_5 6: self.headers_6 } headers = switch[n] return headers
其中,我只写了6个请求头,如果爬虫的量非常大,完全可以写更多的请求头,甚至上百个,然后将 random的随机范围扩大,进行选择。
2、在pyspider 脚本中编写如下代码:
#!/usr/bin/env python # -*- encoding: utf-8 -*- # Created on 2017-08-18 11:52:26 from pyspider.libs.base_handler import * from pyspider.addings.headers_switch import HeadersSelector import sys defaultencoding = 'utf-8' if sys.getdefaultencoding() != defaultencoding: reload(sys) sys.setdefaultencoding(defaultencoding) class Handler(BaseHandler): crawl_config = { "user_agent": "Mozilla/5.0 (Windows NT 6.3; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/52.0.2743.116 Safari/537.36", "timeout": 120, "connect_timeout": 60, "retries": 5, "fetch_type": 'js', "auto_recrawl": True, } @every(minutes=24 * 60) def on_start(self): header_slt = HeadersSelector() header = header_slt.select_header() # 获取一个新的 header # header["X-Requested-With"] = "XMLHttpRequest" orig_href = 'http://sww.bjxch.gov.cn/gggs.html' self.crawl(orig_href, callback=self.index_page, headers=header) # 请求头必须写在 crawl 里,cookies 从 response.cookies 中找 @config(age=24 * 60 * 60) def index_page(self, response): header_slt = HeadersSelector() header = header_slt.select_header() # 获取一个新的 header # header["X-Requested-With"] = "XMLHttpRequest" if response.cookies: header["Cookies"] = response.cookies
其中最重要的就是在每个回调函数 on_start,index_page 等等 当中,每次调用时,都会实例化一个 header 选择器,给每一次请求添加不一样的 header。要注意添加的如下代码:
header_slt = HeadersSelector() header = header_slt.select_header() # 获取一个新的 header # header["X-Requested-With"] = "XMLHttpRequest" header["Host"] = "www.baidu.com" if response.cookies: header["Cookies"] = response.cookies
当使用 XHR 发送 AJAX 请求时会带上 Header,常被用来判断是不是 Ajax 请求, headers 要添加 {‘X-Requested-With': ‘XMLHttpRequest'} 才能抓取到内容。
确定了 url 也就确定了请求头中的 Host,需要按需添加,urlparse包里给出了根据 url解析出 host的方法函数,直接调用netloc即可。
如果响应中有 cookie,就需要将 cookie 添加到请求头中。
如果还有别的伪装需求,自行添加。
如此即可实现随机请求头,完。