1.1 requests模块实现模拟登陆
1.2 selenium模拟登陆
找到对应的input标签,输入账号和密码后定位到登录的元素位置点击登陆
1.3 scrapy有三种方法模拟登陆
2.1 应用场景
2.2 实现:重构scrapy的starte_rquests方法
scrapy中start_url是通过start_requests来进行处理的,其实现代码如下
def start_requests(self):cls = self.__class__if method_is_overridden(cls, Spider, 'make_requests_from_url'):warnings.warn("Spider.make_requests_from_url method is deprecated; it ""won't be called in future Scrapy releases. Please ""override Spider.start_requests method instead (see %s.%s)." % (cls.__module__, cls.__name__),)for url in self.start_urls:yield self.make_requests_from_url(url)else:for url in self.start_urls:yield Request(url, dont_filter=True)
所以对应的,如果start_url地址中的url是需要登录后才能访问的url地址,则需要重写start_request方法并在其中手动添加上cookie
2.3 携带cookies登陆github
import scrapy
import reclass Login1Spider(scrapy.Spider):name = 'login1'allowed_domains = ['github.com']start_urls = ['https://github.com/NoobPythoner'] # 这是一个需要登陆以后才能访问的页面def start_requests(self): # 重构start_requests方法# 这个cookies_str是抓包获取的cookies_str = '...' # 抓包获取# 将cookies_str转换为cookies_dictcookies_dict = {i.split('=')[0]:i.split('=')[1] for i in cookies_str.split('; ')}yield scrapy.Request(self.start_urls[0],callback=self.parse,cookies=cookies_dict)def parse(self, response): # 通过正则表达式匹配用户名来验证是否登陆成功result_list = re.findall(r'noobpythoner|NoobPythoner', response.body.decode())print(result_list)pass
注意:
我们知道可以通过scrapy.Request()指定method、body参数来发送post请求;那么也可以使用scrapy.FormRequest()来发送post请求
3.1 scrapy.FormRequest()的使用
通过scrapy.FormRequest能够发送post请求,同时需要添加fromdata参数作为请求体,以及callback
yield scrapy.FormRequest("https://github.com/session",formdata={"authenticity_token":authenticity_token,"utf8":utf8,"commit":commit,"login":"root","password":"llny123"},callback=self.parse_login
)
3.2 使用scrapy.FormRequest()登陆github
3.2.1 思路分析
找到post的url地址:点击登录按钮进行抓包,然后定位url地址为Sign in to GitHub · GitHub
找到请求体的规律:分析post请求的请求体,其中包含的参数均在前一次的响应中
否登录成功:通过请求个人主页,观察是否包含用户名
3.2.2 代码实现如下:
import scrapy
import reclass Login2Spider(scrapy.Spider):name = 'login2'allowed_domains = ['github.com']start_urls = ['https://github.com/login']def parse(self, response):authenticity_token = response.xpath("//input[@name='authenticity_token']/@value").extract_first()utf8 = response.xpath("//input[@name='utf8']/@value").extract_first()commit = response.xpath("//input[@name='commit']/@value").extract_first()#构造POST请求,传递给引擎yield scrapy.FormRequest("https://github.com/session",formdata={"authenticity_token":authenticity_token,"utf8":utf8,"commit":commit,"login":"root","password":"llny123"},callback=self.parse_login)def parse_login(self,response):ret = re.findall(r"noobpythoner|NoobPythoner",response.text)print(ret)
4.1 scrapy.Formrequest.from_response
它能够自动的从响应中寻找form表单,然后把formdata中的数据提交到action对应的url地址中
yield scrapy.FormRequest.from_response(response, # 传入response对象,自动解析# 可以通过xpath来定位form表单,当前页只有一个form表单时,将会自动定位formxpath='//*[@id="login"]/form', formdata={'login': 'root', 'password': 'llny123'},callback=self.parse_login
)
4.2 使用scrapy.Formrequest.from_response登陆github
import scrapy
import reclass Login3Spider(scrapy.Spider):name = 'login3'allowed_domains = ['github.com']start_urls = ['https://github.com/login']def parse(self, response):yield scrapy.FormRequest.from_response(response, # 传入response对象,自动解析# 可以通过xpath来定位form表单,当前页只有一个form表单时,将会自动定位formxpath='//*[@id="login"]/form', formdata={'login': 'root', 'password': 'llny123'},callback=self.parse_login)def parse_login(self,response):ret = re.findall(r"noobpythoner|NoobPythoner", response.text)print(ret)
在settings.py中通过设置COOKIES_DEBUG=TRUE 能够在终端看到cookie的传递传递过程