300字范文 > Scrapy框架：Request和Response对象使用Request发送get请求 FormRequest发送post请求

Scrapy框架：Request和Response对象使用Request发送get请求 FormRequest发送post请求

时间：2022-07-19 08:38:52

Request对象

Request对象在我们写爬虫爬取一页的数据需要重新发送一个请求的时候调用

其中比较常用的参数有：

url：这个request对象发送请求的urlcallback：在下载器下载完相应的数据后执行的回调函数method：请求方式，默认为GET，可以设置为其他方式headers：请求头，对于一些固定的设置，放在settings.py中指定即可。对于那些非固定的，可以在发送请求的时候指定meta：比较常用，用于在不同的请求之间传递数据encoding：编码，默认为utf-8，使用默认即可dot_filter：表示不由调速器过滤，在执行多次重复的请求时用的比较多errback：在发生错误的时候执行的函数

Response对象：

Response对象一般是由scrapy自动构建的，因此开发者不需要关心如何创建Response对象，而是如何使用它

Response对象有很多属性，可以用来提取数据的，主要有以下属性：

meta：从其他请求传过来的meta属性，可以用来保持多个请求之间的数据连接encoding：返回当前字符串编码和解码的格式text：将返回来的数据作为unicode字符串返回body：将返回来的数据作为bytes宇符串返回xpath：xpath选择器css：css选择器

发送get、post请求

在请求数据的时候如果想要发送post请求，推荐使用FormRequest对象，FormRequest继承Request，可以方便的指定表单数据

如果在爬虫一开始的时候就需要发送post请求，需要在爬虫类中重写start_requests(self)方法，在这个方法中发送post请求，程序会最先开始执行这个方法，并且不再调用start_urls里的url

模拟登陆人人网

创建爬虫

scrapy startproject renren

cd renren

scrapy gensipder renren_login ""

修改settings.py代码

爬虫部分代码

# -*- coding: utf-8 -*-import scrapy'''登录人人网，访问大鹏页面 post、get请求'''class RenrenLoginSpider(scrapy.Spider):name = 'renren_login'allowed_domains = ['']start_urls = ['/']def start_requests(self):# 重写start_requests(self)方法，发送post请求，重写后就不是最先访问start_urls里的url了data = {'email': '账号','password': '密码'}login_url = '/PLogin.do' # 这个接口没有加密什么的直接账号密码提交过去就行了request = scrapy.FormRequest(login_url, formdata=data, callback=self.parse_page)yield request# 使用scrapy.FormRequest发送post请求：传入url 参数回调函数，最后把返回结果传递给回调函数# 返回结果一般都在response(响应)参数里def parse_page(self, response): # 访问大鹏主页request = scrapy.Request(url='/880151247/profile', callback=self.parse_profile)yield request# 使用scrapy.Request发送get请求：传入url 回调函数，最后把返回结果传递给回调函数def parse_profile(self, response): # 把大鹏主页HTML代码写到文件里with open('response.html', 'w', encoding='utf-8') as f:f.write(response.text)

由于只是提交get、post请求，无需获取数据，items.py和pipelines.py不用设置什么

模拟登录豆瓣网（识别验证码）

创建爬虫

scrapy startproject douban

cd douban

scrapy gensipder douban_login ""

修改settings.py代码

和人人网一样，设置ROBOTSTXT_OBEY = False、DEFAULT_REQUEST_HEADERS即可

爬虫部分代码

# -*- coding: utf-8 -*-import scrapyfrom urllib import requestfrom PIL import Image'''登录豆瓣，修改个性签名 post get请求'''class DoubanLoginSpider(scrapy.Spider):name = 'douban_login'allowed_domains = ['']start_urls = ['/login']# 登录页面的url，模块会最先访问到登录页面，然后把返回结果传给函数parselogin_url = '/login' # 提交post登录的urlprofile_url = '/people/akajiuren/' # 访问个人中心的urldef parse(self, response):# 登录豆瓣formdata = {'source': 'None','redir': '','form_email': '账号','form_password': '密码','remember': 'on','login': '登录'}captcha_url = response.css('img#captcha_image::attr(src)').get()# 使用css获取带有captcha_image属性的img标签的src属性(图片验证码url)，attr()是获取属性# response是Scrapy在访问上面start_urls时返回的结果(登陆页面)if captcha_url: # 如果登录页面有图片验证码的url，说明登录的时候需要图片验证码captcha = self.regonize_captcha(captcha_url) # 调用手动输入图片验证码的函数# 把获取到的图片验证码和captcha-id这两个参数加入到formdataformdata['captcha-solution'] = captchaformdata['captcha-id'] = response.xpath('//input[@name="captcha-id"]/@value').get()# 发送post登录请求，将结果传给函数parse_after_loginyield scrapy.FormRequest(url=self.login_url, formdata=formdata, callback=self.parse_after_login)def regonize_captcha(self, image_url): # 手动输入图片验证码request.urlretrieve(image_url, 'captcha.png')image = Image.open('captcha.png') # 用Image模块打开验证码image.show() # show方法可以把验证码展示出来(电脑看图工具方式打开)captcha = input('请输入图片验证码：')return captcha # 最终返回输入的验证码def parse_after_login(self, response): # 判断是否登录成功if response.url == '': # 登录成会跳转到豆瓣首页的url上，所以以此来判断yield scrapy.Request(url=self.profile_url, callback=self.parse_profile)# 登录成功的话就访问到个人中心，将结果传给函数parse_profile来执行修改签名操作print('登录成功')else:print('登录失败')def parse_profile(self, response): # 修改个性签名if response.url == self.profile_url: # 判断当前页面是否在个人中心print('进入个人中心，修改个性签名', response.url)url = '/j/people/akajiuren/edit_signature'ck = response.xpath('//input[@name="ck"]/@value').get() # 从个人中心页面取出ck值formdata = {'ck': ck,'signature': '我是软件'}# 构造url和参数，发送post数据来修改个性签名yield scrapy.FormRequest(url, formdata=formdata, callback=self.parse_none)# 这里只是修改个性签名，后面不做其他操作了，所以这里的callback给一个空的函数# 不指定callback的话会继续执行parse函数，等于重新跑一遍了，这个时候程序会从当前页面(个人中心的页面) 去执行获取图片验证码和登录的一系列操作，那么肯定会出现错误print('修改个性签名成功')else:print('修改个性签名失败：“没有成功进入个人中心页面”')def parse_none(self, response):pass

对接阿里云图片验证码识别api，自动识别豆瓣图片验证码

人人网：response.html：

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data-module="xn/profile/tpledit"></script><link rel="stylesheet" type="text/css" href="/a58377/jspro/privacy/style/index-all-min.css" media="all" /><script type="text/javascript">object.predefine('friendsSelector', '/a74102/jspro/xn.app.friendsSelector.js');object.predefine('privacy', '/a73997/jspro/xn.app.privacy.js');object.predefine('xn/feed/videoShow', '/a66726/n/core/feed/video/video-show.js');window.IS_PRIVACY_ON = true;</script><style>.toast{position: fixed;/*height: 100px;*/background: rgba(0,0,0,.8);padding:10px 30px;border-radius: 6px;z-index: 10001;width: 300px;top:50%;left: 50%;-webkit-transform:translate3d(-50%,-50%,0);line-height: 50px;text-align: center;font-size: 24px;color: #fff;}</style></head><body><div id="zidou_music"></div><style>#ZDMusicPlayer{left:80px;}</style><div id="nxContainer" class="nx-container nx-narrowViewport vip-skin-profile"><div class="nx-main"><div id="zidou_template" style="display:none"></div> <div id="hometpl_style" data-notshow="1" style="display:none"><br /><style></style></div><div id="nxHeader" class="hd-wraper "><div class="hd-fixed-wraper clearfix"><div class="hd-main"><h1 class="hd-logo"><a href="/" title="人人网 - 人人网校内是一个真实的社交网络，联系朋友，一起玩游戏">人人网</a></h1><div class="hd-nav clearfix"><div class="hd-search"><input type="text" id="hd-search" class="hd-search-input" placeholder="搜索好友，公共主页，状态" /><a href="javascript:;" class="hd-search-btn"></a></div><dl class="hd-account clearfix"><dt><a href="/430868656/profile"><img class="hd-avatar" width="30" height="30" src="/photos/0/0/men_tiny.gif" alt="新用户80620" /></a></dt><dd><a class="hd-name" href="/430868656/profile" title="新用户80620">新用户8..</a><a id="hdLoginDays" target="_blank" class="hd-logindays" href="/scores/mycalendar" data-tips="{'days':'1','range':'2','score':'35','vipLevel':'1'}">1天</a></dd></dl><div class="hd-account-action"><a href="#" class="account-more"><span class="ui-icon ui-icon-setting ui-iconfont"></span></a><div class="nx-drop-box nx-simple-drop nx-account-drop"><ul class="nv-account-ctrl clearfix"><li class="nv-drop-privacy "><a href="/privacyhome.do"><span class="ui-icon ui-icon-lock ui-iconfont"></span>隐私设置</a></li><li class="nv-drop-setting"><a href="/"><span class="ui-icon ui-icon-privacysetting ui-iconfont"></span>个人设置</a></li><li class="nv-drop-pay"><a href="/"><span class="ui-icon ui-icon-pay"></span>充值中心</a></li><li class="nv-account-sline"></li><li class="nv-drop-guide"><a href="/v7/guide"><span class="ui-icon ui-icon-guide ui-iconfont"></span>新版指南</a></li><li class="nv-drop-contact"><a href="/helpcenter"><span class="ui-icon ui-icon-customerservice ui-iconfont"></span>联系客服</a></li><li class="nv-drop-exit"><a href="/Logout.do?requesttoken=-1456040411"><span class="ui-icon ui-icon-out ui-iconfont"></span>退出</a></li></ul></div></div><div class="hd-account-action hd-account-action-vip"><a href="#" class="account-more"><span class="ui-icon ui-iconfont ui-icon-crown "></span></a><div class="nx-drop-box nx-simple-drop nx-account-drop"><ul class="nv-account-ctrl clearfix"><li class="nv-drop-recharge"><a href="/pay/pre?wc=huangguan"><span class="ui-icon ui-icon-money ui-iconfont"></span>会员</a></li><li class="nv-drop-contact"><a href="/index/yearpay/home"><span class="ui-icon ui-icon-calendar ui-iconfont"></span>年付会员</a></li><li class="nv-drop-vip"><a href="/"><span class="ui-icon ui-icon-crown ui-iconfont"></span>VIP中心</a></li><li class="nv-account-sline"></li><li class="nv-drop-skin"><a href="/store/index/home?wc=huangguan"><span class="ui-icon ui-icon-artist ui-iconfont"></span>装扮商城</a></li><li class="nv-drop-skin"><a href="?wc=huangguan"><span class="ui-icon ui-icon-gift ui-iconfont"></span>礼物中心</a></li></ul></div></div></div></div></div></div><div class="nx-wraper clearfix"><div class="nx-sidebar"><div id="nxSlidebar" class="slide-fixed-wraper clearfix"><div class="app-nav-wrap"><div class="app-nav-cont"><ul class="app-nav-list"><li class="app-nav-item app-feed" data-tip="首页"><a class="app-link" href="/"><img class="app-icon" width="32" height="32" src="/a.gif" /><span class="app-title">首页</span></a></li><li class="app-nav-item app-live" data-tip="人人直播"><a class="app-link" href="/"><img class="app-icon" width="32" height="32" style="background:none;" src="/nx/core/theme/skin/mainframe/icon-live.png" /><span class="app-title">人人直播</span></a></li><li class="app-nav-item app-matter" data-tip="与我相关"><a class="app-link" href="/"><img class="app-icon" width="32" height="32" src="/a.gif" /><span class="app-title">与我相关</span></a></li><li class="app-nav-item app-nav-item-cur app-homepage" data-tip="个人主页"><a class="app-link" href="/430868656/profile"><img class="app-icon" width="32" height="32" src="/a.gif" /><span class="app-title">个人主页</span></a></li><li class="app-nav-item app-album" data-tip="我的相册"><a class="app-link" href="/photo/430868656/albumlist/v7"><img class="app-icon" width="32" height="32" src="/a.gif" /><span 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