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爬虫之requests详解
阅读量:7088 次
发布时间:2019-06-28

本文共 10081 字,大约阅读时间需要 33 分钟。

转载: https://www.cnblogs.com/lei0213/p/6957508.html

 简介

  Requests是用python语言基于urllib编写的,采用的是Apache2 Licensed开源协议的HTTP库,Requests它会比urllib更加方便,可以节约我们大量的工作。

一、安装

 pip快速安装

1
pip install requests

 

 

二、使用

   1、先上一串代码

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import
requests
 
response 
=
requests.get(
"https://www.baidu.com"
)
print
(
type
(response))
print
(response.status_code)
print
(
type
(response.text))
 
response.enconding
=
"utf
-
8
'
print
(response.text)
 
print
(response.cookies)
 
print
(response.content)
print
(response.content.decode(
"utf-8"
))

  response.text返回的是Unicode格式,通常需要转换为utf-8格式,否则就是乱码。response.content是二进制模式,可以下载视频之类的,如果想看的话需要decode成utf-8格式。

  不管是通过response.content.decode(“utf-8)的方式还是通过response.encoding=”utf-8”的方式都可以避免乱码的问题发生

 

  2、一大推请求方式

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import
requests
requests.post(
"http://httpbin.org/post"
)
requests.put(
"http://httpbin.org/put"
)
requests.delete(
"http://httpbin.org/delete"
)
requests.head(
"http://httpbin.org/get"
)
requests.options(
"http://httpbin.org/get"
)

  

 

  基本GET:

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import
requests
 
url
=
'https://www.baidu.com/'
response
=
requests.get(url)
print
(response.text)

  

  带参数的GET请求:

  如果想查询http://httpbin.org/get页面的具体参数,需要在url里面加上,例如我想看有没有Host=httpbin.org这条数据,url形式应该是http://httpbin.org/get?Host=httpbin.org

  下面提交的数据是往这个地址传送data里面的数据。

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import
requests
 
url
=
'http://httpbin.org/get'
data
=
{
    
'name'
:
'zhangsan'
,
    
'age'
:
'25'
}
response
=
requests.get(url,params
=
data)
print
(response.url)
print
(response.text)

  

  Json数据:

  从下面的数据中我们可以得出,如果结果:

  1、requests中response.json()方法等同于json.loads(response.text)方法

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import
requests
import
json
 
response
=
requests.get(
"http://httpbin.org/get"
)
print
(
type
(response.text))
print
(response.json())
print
(json.loads(response.text))
print
(
type
(response.json())

  

  获取二进制数据

  在上面提到了response.content,这样获取的数据是二进制数据,同样的这个方法也可以用于下载图片以及

  视频资源

 

 

  添加header

  首先说,为什么要加header(头部信息)呢?例如下面,我们试图访问知乎的登录页面(当然大家都你要是不登录知乎,就看不到里面的内容),我们试试不加header信息会报什么错。

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import
requests
 
url
=
'https://www.zhihu.com/'
response
=
requests.get(url)
response.encoding
=
"utf-8"
print
(response.text)

  结果:

  提示发生内部服务器错误(也就说你连知乎登录页面的html都下载不下来)。

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<html><body><h1>
500
Server Error<
/
h1>
An internal server error occured.
<
/
body><
/
html>

  

  如果想访问就必须得加headers信息。

  

 

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import
requests
 
url
=
'https://www.zhihu.com/'
headers
=
{
    
'User-Agent'
:
'Mozilla/5.0 (Windows NT 10.0; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/57.0.2987.133 Safari/537.36'
}
response
=
requests.get(url,headers
=
headers)
print
(response.text)

  

   基本post请求:

  通过post把数据提交到url地址,等同于一字典的形式提交form表单里面的数据

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import
requests
 
url
=
'http://httpbin.org/post'
data
=
{
    
'name'
:
'jack'
,
    
'age'
:
'23'
    
}
response
=
requests.post(url,data
=
data)
print
(response.text)

  结果:

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{
  
"args"
: {},
  
"data"
: "",
  
"files"
: {},
  
"form"
: {
    
"age"
:
"23"
,
    
"name"
:
"jack"
  
},
  
"headers"
: {
    
"Accept"
:
"*/*"
,
    
"Accept-Encoding"
:
"gzip, deflate"
,
    
"Connection"
:
"close"
,
    
"Content-Length"
:
"16"
,
    
"Content-Type"
:
"application/x-www-form-urlencoded"
,
    
"Host"
:
"httpbin.org"
,
    
"User-Agent"
:
"python-requests/2.13.0"
  
},
  
"json"
: null,
  
"origin"
:
"118.144.137.95"
,
  
"url"
:
"http://httpbin.org/post"
}

  

  响应:

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import
requests
 
response
=
requests.get(
"http://www.baidu.com"
)
#打印请求页面的状态(状态码)
print
(
type
(response.status_code),response.status_code)
#打印请求网址的headers所有信息
print
(
type
(response.headers),response.headers)
#打印请求网址的cookies信息
print
(
type
(response.cookies),response.cookies)
#打印请求网址的地址
print
(
type
(response.url),response.url)
#打印请求的历史记录(以列表的形式显示)
print
(
type
(response.history),response.history)

  内置的状态码:

100: ('continue',),101: ('switching_protocols',),102: ('processing',),103: ('checkpoint',),122: ('uri_too_long', 'request_uri_too_long'),200: ('ok', 'okay', 'all_ok', 'all_okay', 'all_good', '\\o/', ''),201: ('created',),202: ('accepted',),203: ('non_authoritative_info', 'non_authoritative_information'),204: ('no_content',),205: ('reset_content', 'reset'),206: ('partial_content', 'partial'),207: ('multi_status', 'multiple_status', 'multi_stati', 'multiple_stati'),208: ('already_reported',),226: ('im_used',),# Redirection.300: ('multiple_choices',),301: ('moved_permanently', 'moved', '\\o-'),302: ('found',),303: ('see_other', 'other'),304: ('not_modified',),305: ('use_proxy',),306: ('switch_proxy',),307: ('temporary_redirect', 'temporary_moved', 'temporary'),308: ('permanent_redirect',      'resume_incomplete', 'resume',), # These 2 to be removed in 3.0# Client Error.400: ('bad_request', 'bad'),401: ('unauthorized',),402: ('payment_required', 'payment'),403: ('forbidden',),404: ('not_found', '-o-'),405: ('method_not_allowed', 'not_allowed'),406: ('not_acceptable',),407: ('proxy_authentication_required', 'proxy_auth', 'proxy_authentication'),408: ('request_timeout', 'timeout'),409: ('conflict',),410: ('gone',),411: ('length_required',),412: ('precondition_failed', 'precondition'),413: ('request_entity_too_large',),414: ('request_uri_too_large',),415: ('unsupported_media_type', 'unsupported_media', 'media_type'),416: ('requested_range_not_satisfiable', 'requested_range', 'range_not_satisfiable'),417: ('expectation_failed',),418: ('im_a_teapot', 'teapot', 'i_am_a_teapot'),421: ('misdirected_request',),422: ('unprocessable_entity', 'unprocessable'),423: ('locked',),424: ('failed_dependency', 'dependency'),425: ('unordered_collection', 'unordered'),426: ('upgrade_required', 'upgrade'),428: ('precondition_required', 'precondition'),429: ('too_many_requests', 'too_many'),431: ('header_fields_too_large', 'fields_too_large'),444: ('no_response', 'none'),449: ('retry_with', 'retry'),450: ('blocked_by_windows_parental_controls', 'parental_controls'),451: ('unavailable_for_legal_reasons', 'legal_reasons'),499: ('client_closed_request',),# Server Error.500: ('internal_server_error', 'server_error', '/o\\', ''),501: ('not_implemented',),502: ('bad_gateway',),503: ('service_unavailable', 'unavailable'),504: ('gateway_timeout',),505: ('http_version_not_supported', 'http_version'),506: ('variant_also_negotiates',),507: ('insufficient_storage',),509: ('bandwidth_limit_exceeded', 'bandwidth'),510: ('not_extended',),511: ('network_authentication_required', 'network_auth', 'network_authentication'),
内置的状态码

 

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import
requests
response
=
requests.get(
'http://www.jianshu.com/404.html'
)
# 使用request内置的字母判断状态码
 
#如果response返回的状态码是非正常的就返回404错误
if
response.status_code !
=
requests.codes.ok:
    
print
(
'404'
)
 
#如果页面返回的状态码是200,就打印下面的状态
response
=
requests.get(
'http://www.jianshu.com'
)
if
response.status_code
=
=
200
:
    
print
(
'200'
)

  

 

 request的高级操作

  文件上传

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import
requests
url
=
"http://httpbin.org/post"
files
=
{
"files"
:
open
(
"test.jpg"
,
"rb"
)}
response
=
requests.post(url,files
=
files)
print
(response.text)

  结果:

 

   获取cookie

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import
requests
response
=
requests.get(
'https://www.baidu.com'
)
print
(response.cookies)
for
key,value
in
response.cookies.items():
    
print
(key,
'=='
,value)

  

   会话维持

  cookie的一个作用就是可以用于模拟登陆,做会话维持

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import
requests
session
=
requests.session()
session.get(
'http://httpbin.org/cookies/set/number/12456'
)
response
=
session.get(
'http://httpbin.org/cookies'
)
print
(response.text)

  

  

  证书验证

    1、无证书访问

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import
requests
response
=
requests.get(
'https://www.12306.cn'
)
# 在请求https时,request会进行证书的验证,如果验证失败则会抛出异常
print
(response.status_code)

  报错:

 

  

  关闭证书验证

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import
requests
# 关闭验证,但是仍然会报出证书警告
response
=
requests.get(
'https://www.12306.cn'
,verify
=
False
)
print
(response.status_code)

  为了避免这种情况的发生可以通过verify=False,但是这样是可以访问到页面结果

 

   消除验证证书的警报

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from
requests.packages
import
urllib3
import
requests
 
urllib3.disable_warnings()
response
=
requests.get(
'https://www.12306.cn'
,verify
=
False
)
print
(response.status_code)

  

  手动设置证书

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import
requests
 
response
=
requests.get(
'https://www.12306.cn'
, cert
=
(
'/path/server.crt'
,
'/path/key'
))
print
(response.status_code)

  

  代理设置

   1、设置普通代理

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import
requests
 
proxies
=
{
  
"http"
:
"http://127.0.0.1:9743"
,
  
"https"
:
"https://127.0.0.1:9743"
,
}
response
=
requests.get(
"https://www.taobao.com"
, proxies
=
proxies)
print
(response.status_code)

  2、设置用户名和密码代理

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import
requests
 
proxies
=
{
    
"http"
:
"http://user:password@127.0.0.1:9743/"
,
}
response
=
requests.get(
"https://www.taobao.com"
, proxies
=
proxies)
print
(response.status_code)

   

  设置socks代理

1
安装socks模块 pip3 install
'requests[socks]'
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import
requests
 
proxies
=
{
    
'http'
:
'socks5://127.0.0.1:9742'
,
    
'https'
:
'socks5://127.0.0.1:9742'
}
response
=
requests.get(
"https://www.taobao.com"
, proxies
=
proxies)
print
(response.status_code)

  

    超时设置

      通过timeout参数可以设置超时的时间

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import
requests
from
requests.exceptions
import
ReadTimeout
 
try
:
    
# 设置必须在500ms内收到响应,不然或抛出ReadTimeout异常
    
response
=
requests.get(
"http://httpbin.org/get"
, timeout
=
0.5
)
    
print
(response.status_code)
except
ReadTimeout:
    
print
(
'Timeout'
)

  

  认证设置

  如果碰到需要认证的网站可以通过requests.auth模块实现  

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import
requests
from
requests.auth
import
HTTPBasicAuth
<br>
#方法一
r
=
requests.get(
'http://120.27.34.24:9001'
, auth
=
HTTPBasicAuth(
'user'
,
'123'
))<br>
#方法二<br>r = requests.get('http://120.27.34.24:9001', auth=('user', '123'))
print
(r.status_code)

  

  异常处理

  关于reqeusts的异常在这里可以看到详细内容:

      
  所有的异常都是在requests.excepitons中

  

 

 

  从源码我们可以看出RequestException继承IOError,

  HTTPError,ConnectionError,Timeout继承RequestionException
  ProxyError,SSLError继承ConnectionError
  ReadTimeout继承Timeout异常
  这里列举了一些常用的异常继承关系,详细的可以看:
      

  

  通过下面的例子进行简单的演示

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import
requests
from
requests.exceptions
import
ReadTimeout, ConnectionError, RequestException
try
:
    
response
=
requests.get(
"http://httpbin.org/get"
, timeout
=
0.5
)
    
print
(response.status_code)
except
ReadTimeout:
    
print
(
'Timeout'
)
except
ConnectionError:
    
print
(
'Connection error'
)
except
RequestException:
    
print
(
'Error'
)

  首先被捕捉的异常是timeout,当把网络断掉的haul就会捕捉到ConnectionError,如果前面异常都没有捕捉到,最后也可以通过RequestExctption捕捉到

 

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