urllib提供了一系列用于操作URL的功能。
urllib的request模块可以非常方便地抓取URL内容,也就是发送一个GET请求到指定的页面,然后返回HTTP的响应:
例如,对豆瓣的一个URLhttps://api.douban.com/v2/book/2129650进行抓取,并返回响应:
- from urllib import request
-
- with request.urlopen('https://api.douban.com/v2/book/2129650') as f:
- data = f.read()
- print('Status:', f.status, f.reason)
- for k, v in f.getheaders():
- print('%s: %s' % (k, v))
- print('Data:', data.decode('utf-8'))
-
可以看到HTTP响应的头和JSON数据:
- Status: 200 OK
- Server: nginx
- Date: Tue, 26 May 2015 10:02:27 GMT
- Content-Type: application/json; charset=utf-8
- Content-Length: 2049
- Connection: close
- Expires: Sun, 1 Jan 2006 01:00:00 GMT
- Pragma: no-cache
- Cache-Control: must-revalidate, no-cache, private
- X-DAE-Node: pidl1
- Data: {"rating":{"max":10,"numRaters":16,"average":"7.4","min":0},"subtitle":"","author":["廖雪峰编著"],"pubdate":"2007-6",...}
-
如果我们要想模拟浏览器发送GET请求,就需要使用Request对象,通过往Request对象添加HTTP头,我们就可以把请求伪装成浏览器。例如,模拟iPhone 6去请求豆瓣首页:
- from urllib import request
-
- req = request.Request('http://www.douban.com/')
- req.add_header('User-Agent', 'Mozilla/6.0 (iPhone; CPU iPhone OS 8_0 like Mac OS X) AppleWebKit/536.26 (KHTML, like Gecko) Version/8.0 Mobile/10A5376e Safari/8536.25')
- with request.urlopen(req) as f:
- print('Status:', f.status, f.reason)
- for k, v in f.getheaders():
- print('%s: %s' % (k, v))
- print('Data:', f.read().decode('utf-8'))
-
这样豆瓣会返回适合iPhone的移动版网页:
- ...
- <meta name="viewport" content="width=device-width, user-scalable=no, initial-scale=1.0, minimum-scale=1.0, maximum-scale=1.0">
- <meta name="format-detection" content="telephone=no">
- <link rel="apple-touch-icon" sizes="57x57" href="http://img4.douban.com/pics/cardkit/launcher/57.png" />
- ...
-
如果要以POST发送一个请求,只需要把参数data以bytes形式传入。
我们模拟一个微博登录,先读取登录的邮箱和口令,然后按照weibo.cn的登录页的格式以username=xxx&password=xxx的编码传入:
- from urllib import request, parse
-
- print('Login to weibo.cn...')
- email = input('Email: ')
- passwd = input('Password: ')
- login_data = parse.urlencode([
- ('username', email),
- ('password', passwd),
- ('entry', 'mweibo'),
- ('client_id', ''),
- ('savestate', '1'),
- ('ec', ''),
- ('pagerefer', 'https://passport.weibo.cn/signin/welcome?entry=mweibo&r=http%3A%2F%2Fm.weibo.cn%2F')
- ])
-
- req = request.Request('https://passport.weibo.cn/sso/login')
- req.add_header('Origin', 'https://passport.weibo.cn')
- req.add_header('User-Agent', 'Mozilla/6.0 (iPhone; CPU iPhone OS 8_0 like Mac OS X) AppleWebKit/536.26 (KHTML, like Gecko) Version/8.0 Mobile/10A5376e Safari/8536.25')
- req.add_header('Referer', 'https://passport.weibo.cn/signin/login?entry=mweibo&res=wel&wm=3349&r=http%3A%2F%2Fm.weibo.cn%2F')
-
- with request.urlopen(req, data=login_data.encode('utf-8')) as f:
- print('Status:', f.status, f.reason)
- for k, v in f.getheaders():
- print('%s: %s' % (k, v))
- print('Data:', f.read().decode('utf-8'))
-
如果登录成功,我们获得的响应如下:
- Status: 200 OK
- Server: nginx/1.2.0
- ...
- Set-Cookie: SSOLoginState=1432620126; path=/; domain=weibo.cn
- ...
- Data: {"retcode":20000000,"msg":"","data":{...,"uid":"1658384301"}}
-
如果登录失败,我们获得的响应如下:
- ...
- Data: {"retcode":50011015,"msg":"\u7528\u6237\u540d\u6216\u5bc6\u7801\u9519\u8bef","data":{"username":"example@python.org","errline":536}}
-
如果还需要更复杂的控制,比如通过一个Proxy去访问网站,我们需要利用ProxyHandler来处理,示例代码如下:
- proxy_handler = urllib.request.ProxyHandler({'http': 'http://www.example.com:3128/'})
- proxy_auth_handler = urllib.request.ProxyBasicAuthHandler()
- proxy_auth_handler.add_password('realm', 'host', 'username', 'password')
- opener = urllib.request.build_opener(proxy_handler, proxy_auth_handler)
- with opener.open('http://www.example.com/login.html') as f:
- pass
-
urllib提供的功能就是利用程序去执行各种HTTP请求。如果要模拟浏览器完成特定功能,需要把请求伪装成浏览器。伪装的方法是先监控浏览器发出的请求,再根据浏览器的请求头来伪装,User-Agent头就是用来标识浏览器的。
利用urllib读取JSON,然后将JSON解析为Python对象:
- # -*- coding: utf-8 -*-
- from urllib import request
- ----
- def fetch_data(url):
- return ''
- ----
- # 测试
- URL = 'https://query.yahooapis.com/v1/public/yql?q=select%20*%20from%20weather.forecast%20where%20woeid%20%3D%202151330&format=json'
- data = fetch_data(URL)
- print(data)
- assert data['query']['results']['channel']['location']['city'] == 'Beijing'
- print('ok')
-