简介
urllib是python的一个获取url(Uniform Resource Locators,统一资源定位符),可以用来抓取远程的数据。
常用方法
(1)urlopen
urllib.request.urlopen(url, data=None,[timeout,]*,cafile=None,capath=None,cadefault=False,context=None)
urllib.request.urlopen() 可以获取页面,获取页面内容的数据格式为bytes类型,需要进行decode()解码,转换成str类型。
参数说明:
- url : 需要打开的网址
- data : 字典形式,默认为None时是GET方法,data不为空时, urlopen()的提交方式为POST,注意POST提交时,data需要转换为字节;
- timeout : 设置网站访问的超时时间
from urllib import request
response = request.urlopen("http://members.3322.org/dyndns/getip")
# <http.client.HTTPResponse object at 0x031F63B0>
page = response.read()
# b'106.37.169.186\n'
page = page.decode("utf-8")
# '106.37.169.186\n'
# 使用with语句
with request.urlopen("http://members.3322.org/dyndns/getip") as response:
page = response.read()
print(page.decode("utf-8"))
注意:urllib.request 使用相同的接口来处理所有类型的url,比如:
req = urllib.request.urlopen('ftp://example.com/')
urlopen返回对象提供的方法:
- read(),readline(),readlines(),fileno(),close() : 对HTTPResponse类型数据进行操作
- info() : 返回HTTPMessage对象,表示远程服务器返回的头信息
- getcode() : 返回HTTP状态码,如果是http请求,200请求成功完成,404网页未找到
- geturl(): 返回请求的url
(2)Request
urllib.request.Request(url,data=None,headers={},method=None)
from urllib import request url = r'http://www.lagou.com/zhaopin/Python/?labelWords=label'
headers = {
'User-Agent': r'Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) '
r'Chrome/45.0.2454.85 Safari/537.36 115Browser/6.0.3',
'Referer': r'http://www.lagou.com/zhaopin/Python/?labelWords=label',
'Connection': 'keep-alive'
}
req = request.Request(url, headers=headers)
page = request.urlopen(req).read()
page = page.decode('utf-8')
(3)parse.urlencode
urllib.parse.urlencode(query, doseq=False,safe='',encoding=None,errors=None)
urlencode()的主要作用就是将url附上要提交的数据. 对data数据进行编码。
from urllib import request, parse
url = r'http://www.lagou.com/jobs/positionAjax.json?'
headers = {
'User-Agent': r'Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) '
r'Chrome/45.0.2454.85 Safari/537.36 115Browser/6.0.3',
'Referer': r'http://www.lagou.com/zhaopin/Python/?labelWords=label',
'Connection': 'keep-alive'
}
data = {
'first': 'true',
'pn': 1,
'kd': 'Python'
}
data = parse.urlencode(data).encode('utf-8')
# 此时data是字节 b'first=true&pn=1&kd=Python' ,POST的数据必须是bytes或者iterable of bytes,不能是str,因此需要encode编码
# 经过urlencode转换后的data数据为'first=true&pn=1&kd=Python'
# 最后提交的url为:http://www.lagou.com/jobs/positionAjax.json?first=true?pn=1?kd=Python
req = request.Request(url, headers=headers, data=data)
# 此时req : <urllib.request.Request object at 0x02F52A30>
page = request.urlopen(req).read()
# 此时page是字节: b'{"success":false,"msg":"\xe6\x82\xa8\xe6\x93\x8d\xe4\xbd\x9c\xe5\xa4\xaa\xe9\xa2\x91\xe7\xb9\x81,\xe8\xaf\xb7\xe7\xa8\x8d\xe5\x90\x8e\xe5\x86\x8d\xe8\xae\xbf\xe9\x97\xae","clientIp":"106.37.169.186"}\n
page = page.decode('utf-8')
# 此时page是字符串:"success":false,"msg":"您操作太频繁,请稍后再访问","clientIp":"106.37.169.186"}
(4)代理 request.ProxyHandler(proxies=None)
当需要抓取的网站设置了访问限制,这时就需要用到代理来抓取数据。
from urllib import request, parse
data = {
'first': 'true',
'pn': 1,
'kd': 'Python'
}
proxy = request.ProxyHandler({'http': '5.22.195.215:80'}) # 设置proxy
opener = request.build_opener(proxy) # 挂载opener
request.install_opener(opener) # 安装opener
data = parse.urlencode(data).encode('utf-8')
page = opener.open(url, data).read()
page = page.decode('utf-8')
return page
(5)异常处理
urlopen在不能处理某个响应的时候会抛出URLError, HTTPError是URLError的子类,在遇到HTTP URL的特殊情况时被抛出。异常类来自于 urllib.error 模块。
URLError :
一般来说,URLError被抛出是因为没有网络连接(没有到指定服务器的路径),或者是指定服务器不存在。在这种情况下,抛出的异常将会包含一个‘reason’属性,
这是包含一个错误码和一段错误信息的元组.
req = urllib.request.Request('http://www.pretend_server.org')
try:
urllib.request.urlopen(req)
except urllib.error.URLError as e:
print(e.reason)
# 输出
(4, 'getaddrinfo failed')
HTTPError :
每一个来自服务器的HTTP响应都包含一个数字的“状态码”。有时状态码表明服务器不能执行请求。默认的处理程序会为你处理其中的部分响应(比如,如果响应是“重定向”,
要求客户端从一个不同的URL中获取资料,那么urllib将会为你处理这个)。对于那些不能处理的响应,urlopen将会抛出一个HTTPError。
典型的错误包括‘404’(页面未找到),‘403’(请求禁止),和‘401’(请求认证)。
# Table mapping response codes to messages; entries have the
# form {code: (shortmessage, longmessage)}.
responses = {
100: ('Continue', 'Request received, please continue'),
101: ('Switching Protocols',
'Switching to new protocol; obey Upgrade header'), 200: ('OK', 'Request fulfilled, document follows'),
201: ('Created', 'Document created, URL follows'),
202: ('Accepted',
'Request accepted, processing continues off-line'),
203: ('Non-Authoritative Information', 'Request fulfilled from cache'),
204: ('No Content', 'Request fulfilled, nothing follows'),
205: ('Reset Content', 'Clear input form for further input.'),
206: ('Partial Content', 'Partial content follows.'), 300: ('Multiple Choices',
'Object has several resources -- see URI list'),
301: ('Moved Permanently', 'Object moved permanently -- see URI list'),
302: ('Found', 'Object moved temporarily -- see URI list'),
303: ('See Other', 'Object moved -- see Method and URL list'),
304: ('Not Modified',
'Document has not changed since given time'),
305: ('Use Proxy',
'You must use proxy specified in Location to access this '
'resource.'),
307: ('Temporary Redirect',
'Object moved temporarily -- see URI list'), 400: ('Bad Request',
'Bad request syntax or unsupported method'),
401: ('Unauthorized',
'No permission -- see authorization schemes'),
402: ('Payment Required',
'No payment -- see charging schemes'),
403: ('Forbidden',
'Request forbidden -- authorization will not help'),
404: ('Not Found', 'Nothing matches the given URI'),
405: ('Method Not Allowed',
'Specified method is invalid for this server.'),
406: ('Not Acceptable', 'URI not available in preferred format.'),
407: ('Proxy Authentication Required', 'You must authenticate with '
'this proxy before proceeding.'),
408: ('Request Timeout', 'Request timed out; try again later.'),
409: ('Conflict', 'Request conflict.'),
410: ('Gone',
'URI no longer exists and has been permanently removed.'),
411: ('Length Required', 'Client must specify Content-Length.'),
412: ('Precondition Failed', 'Precondition in headers is false.'),
413: ('Request Entity Too Large', 'Entity is too large.'),
414: ('Request-URI Too Long', 'URI is too long.'),
415: ('Unsupported Media Type', 'Entity body in unsupported format.'),
416: ('Requested Range Not Satisfiable',
'Cannot satisfy request range.'),
417: ('Expectation Failed',
'Expect condition could not be satisfied.'), 500: ('Internal Server Error', 'Server got itself in trouble'),
501: ('Not Implemented',
'Server does not support this operation'),
502: ('Bad Gateway', 'Invalid responses from another server/proxy.'),
503: ('Service Unavailable',
'The server cannot process the request due to a high load'),
504: ('Gateway Timeout',
'The gateway server did not receive a timely response'),
505: ('HTTP Version Not Supported', 'Cannot fulfill request.'),
}
错误码
异常处理方式:
req = urllib.request.Request('http://www.python.org/fish.html')
try:
urllib.request.urlopen(req)
except urllib.error.HTTPError as e:
print (e.code)
print (e.info())
print (e.geturl())
print (e.read())
或者:
from urllib.request import Request, urlopen
from urllib.error import URLError
req = Request(someurl)
try:
response = urlopen(req)
except URLError as e:
if hasattr(e, 'reason'):
print('We failed to reach a server.')
print('Reason: ', e.reason)
elif hasattr(e, 'code'):
print('The server couldn\'t fulfill the request.')
print('Error code: ', e.code)