python爬虫request模块详解

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requests模块

使用requests可以模拟浏览器的请求,比起之前用到的urllib,requests模块的api更加便捷(本质就是封装了urllib3)

注意:requests库发送请求将网页内容下载下来以后,并不会执行js代码,这需要我们自己分析目标站点然后发起新的request请求
官方文档:http://cn.python-requests.org/zh_CN/latest/
安装:pip3 install requests

requests模块的各种请求方式

源码构成如下

python爬虫request模块详解
以上方法均是在此方法的基础上构建

requests.request(method, url, **kwargs)

其中最常用的请求方式就是post和get请求,泵智商,post和get就是封装了request请求的请求方式

>>> r = requests.get('https://api.github.com/events') 相当于requests,request(method='get', 'https://api.github.com/events') >>> r = requests.post('http://httpbin.org/post', data = {'key':'value'}) 相当于requests,request(method='post', 'https://api.github.com/events', data = {'key':'value'})

requests,request方法详解

request()源码

def request(method, url, **kwargs): """Constructs and sends a :class:`Request <Request>`.

:param method: method for the new :class:`Request` object. :param url: URL for the new :class:`Request` object. :param params: (optional) Dictionary or bytes to be sent in the query string for the :class:`Request`. :param data: (optional) Dictionary or list of tuples ``[(key, value)]`` (will be form-encoded), bytes, or file-like object to send in the body of the :class:`Request`. :param json: (optional) json data to send in the body of the :class:`Request`. :param headers: (optional) Dictionary of HTTP Headers to send with the :class:`Request`. :param cookies: (optional) Dict or CookieJar object to send with the :class:`Request`. :param files: (optional) Dictionary of ``'name': file-like-objects`` (or ``{'name': file-tuple}``) for multipart encoding upload. ``file-tuple`` can be a 2-tuple ``('filename', fileobj)``, 3-tuple ``('filename', fileobj, 'content_type')`` or a 4-tuple ``('filename', fileobj, 'content_type', custom_headers)``, where ``'content-type'`` is a string defining the content type of the given file and ``custom_headers`` a dict-like object containing additional headers to add for the file. :param auth: (optional) Auth tuple to enable Basic/Digest/Custom HTTP Auth. :param timeout: (optional) How many seconds to wait for the server to send data before giving up, as a float, or a :ref:`(connect timeout, read timeout) <timeouts>` tuple. :type timeout: float or tuple :param allow_redirects: (optional) Boolean. Enable/disable GET/OPTIONS/POST/PUT/PATCH/DELETE/HEAD redirection. Defaults to ``True``. :type allow_redirects: bool :param proxies: (optional) Dictionary mapping protocol to the URL of the proxy. :param verify: (optional) Either a boolean, in which case it controls whether we verify the server's TLS certificate, or a string, in which case it must be a path to a CA bundle to use. Defaults to ``True``. :param stream: (optional) if ``False``, the response content will be immediately downloaded. :param cert: (optional) if String, path to ssl client cert file (.pem). If Tuple, ('cert', 'key') pair. :return: :class:`Response <Response>` object :rtype: requests.Response

Usage::

>>> import requests >>> req = requests.request('GET', 'http://httpbin.org/get') <Response [200]> """

# By using the 'with' statement we are sure the session is closed, thus we # avoid leaving sockets open which can trigger a ResourceWarning in some # cases, and look like a memory leak in others. with sessions.Session() as session: return session.request(method=method, url=url, **kwargs)

下面对源码中的各个属性进行分析

method和url

指名请求方式和请求路径

requests.request(method='get', url='http://127.0.0.1:8000/test/') requests.request(method='post', url='http://127.0.0.1:8000/test/')

params

requests模块发送请求有data、json、params三种携带参数的方法。
params在get请求中使用,data、json在post请求中使用。
params可以接收的参数:

可以是字典 可以是字符串 字典字符串都会被自动编码发送到url 可以是字节(必须是ascii编码以内)

接收字典字符串都会被自动编码发送到url,如下

import requests wd='egon老师' pn=1

response=requests.get('https://www.baidu.com/s', params={ 'wd':wd, 'pn':pn }, headers={ 'User-Agent':'Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/62.0.3202.75 Safari/537.36', }) print(response.url) # 输出为:https://www.baidu.com/s?wd=egon%E8%80%81%E5%B8%88&pn=1 # 可见url已被自动编码

上面代码相当于如下代码,params编码转换本质上是用urlencode

import requests from urllib.parse import urlencode wd='egon老师' encode_res=urlencode({'k':wd},encoding='utf-8') keyword=encode_res.split('=')[1] print(keyword) # 然后拼接成url url='https://www.baidu.com/s?wd=%s&pn=1' %keyword

response=requests.get(url, headers={ 'User-Agent':'Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/62.0.3202.75 Safari/537.36', }) print(response.url) # 输出为:https://www.baidu.com/s?wd=egon%E8%80%81%E5%B8%88&pn=1

还有一点注意的就是接收字节数据时,不能传非ASCII码外的字符,如下就是错误的

import requests

# re = requests.request(method='get', # url='http://127.0.0.1:8000/test/', # params=bytes("k1=v1&k2=水电费&k3=v3&k3=vv3", encoding='utf8'))

data

requests模块发送请求有data、json、params三种携带参数的方法。params在get请求中使用,data、json在post请求中使用。
data可以接收的参数为:字典,字符串,字节,文件对象,data和json两者的区别在于data的请求体为name=alex&age=18格式而json请求体为‘{‘k1’: ‘v1’, ‘k2’: ‘水电费’}’(字符串)

requests.request(method='POST', url='http://127.0.0.1:8000/test/', data={'k1': 'v1', 'k2': '水电费'})

requests.request(method='POST', url='http://127.0.0.1:8000/test/', data="k1=v1; k2=v2; k3=v3; k3=v4" )

requests.request(method='POST', url='http://127.0.0.1:8000/test/', data="k1=v1;k2=v2;k3=v3;k3=v4", headers={'Content-Type': 'application/x-www-form-urlencoded'} )

requests.request(method='POST', url='http://127.0.0.1:8000/test/', data=open('data_file.py', mode='r', encoding='utf-8'), # 文件内容是:k1=v1;k2=v2;k3=v3;k3=v4 headers={'Content-Type': 'application/x-www-form-urlencoded'} )

json

将json中对应的数据进行序列化成一个字符串,json.dumps(…)
然后发送到服务器端的body中,并且Content-Type是 {‘Content-Type’: ‘application/json’}
标志:payload

requests.request(method='POST', url='http://127.0.0.1:8000/test/', json={'k1': 'v1', 'k2': '水电费'})

headers

发送请求头到服务器

requests.request(method='POST', url='http://127.0.0.1:8000/test/', json={'k1': 'v1', 'k2': '水电费'}, headers={'Content-Type': 'application/x-www-form-urlencoded'} )

cookies

# 发送Cookie到服务器端 requests.request(method='POST', url='http://127.0.0.1:8000/test/', data={'k1': 'v1', 'k2': 'v2'}, cookies={'cook1': 'value1'}, ) # 也可以使用CookieJar(字典形式就是在此基础上封装) from http.cookiejar import CookieJar from http.cookiejar import Cookie

obj = CookieJar() obj.set_cookie(Cookie(version=0, name='c1', value='v1', port=None, domain='', path='/', secure=False, expires=None, discard=True, comment=None, comment_url=None, rest={'HttpOnly': None}, rfc2109=False, port_specified=False, domain_specified=False, domain_initial_dot=False, path_specified=False) ) requests.request(method='POST', url='http://127.0.0.1:8000/test/', data={'k1': 'v1', 'k2': 'v2'}, cookies=obj)

files

#发送文件 file_dict = { 'f1': open('readme', 'rb') } requests.request(method='POST', url='http://127.0.0.1:8000/test/', files=file_dict)

#发送文件,定制文件名 file_dict = { 'f1': ('test.txt', open('readme', 'rb')) } requests.request(method='POST', url='http://127.0.0.1:8000/test/', files=file_dict)

#发送文件,定制文件名 file_dict = { 'f1': ('test.txt', "hahsfaksfa9kasdjflaksdjf") } requests.request(method='POST', url='http://127.0.0.1:8000/test/', files=file_dict)

#发送文件,定制文件名 file_dict = { 'f1': ('test.txt', "hahsfaksfa9kasdjflaksdjf", 'application/text', {'k1': '0'}) } requests.request(method='POST', url='http://127.0.0.1:8000/test/', files=file_dict)

auth认证

解决浏览器的自带认证问题
认证设置:登陆网站是,弹出一个框,要求你输入用户名密码(与alter很类似),此时是无法获取html的,但本质原理是拼接成请求头发送

r.headers['Authorization'] = _basic_auth_str(self.username, self.password)

一般的网站都不用默认的加密方式,都是自己写,那么我们就需要按照网站的加密方式,自己写一个类似于_basic_auth_str的方法
得到加密字符串后添加到请求头:r.headers[‘Authorization’] =func(’…’)
python爬虫request模块详解
HTTPBasicAuth实际是向浏览器发一个带有Authorization:…的请求

HTTPBasicAuth from requests.auth import HTTPBasicAuth, HTTPDigestAuth

ret = requests.get('https://api.github.com/user', auth=HTTPBasicAuth('wupeiqi', 'sdfasdfasdf')) print(ret.text)

auth别的使用方式

# ret = requests.get('http://192.168.1.1', # auth=HTTPBasicAuth('admin', 'admin')) # ret.encoding = 'gbk' # print(ret.text)

# ret = requests.get('http://httpbin.org/digest-auth/auth/user/pass', auth=HTTPDigestAuth('user', 'pass')) # print(ret)

timeout

两种超时:float or tuple
timeout=0.1 #代表接收数据的超时时间
timeout=(0.1,0.2)#0.1代表链接超时 0.2代表接收数据的超时时间

import requests respone=requests.get('https://www.baidu.com', timeout=0.0001)

redirects

ret = requests.get('http://127.0.0.1:8000/test/', allow_redirects=False) print(ret.text)

proxies

代理设置

# 根据协议来确定发送请求时候的ip地址 proxies = { "http": "61.172.249.96:80", "https": "http://61.185.219.126:3128", }

# 根据接收请求的地址来确定用什么地址发送

proxies = {'http://10.20.1.128': 'http://10.10.1.10:5323'}

ret = requests.get("http://www.proxy360.cn/Proxy", proxies=proxies) print(ret.headers)

from requests.auth import HTTPProxyAuth

proxyDict = { 'http': '77.75.105.165', 'https': '77.75.105.165' } auth = HTTPProxyAuth('username', 'mypassword')

r = requests.get("http://www.google.com", proxies=proxyDict, auth=auth) print(r.text)

#支持socks代理,安装:pip install requests[socks] import requests proxies = { 'http': 'socks5://user:pass@host:port', 'https': 'socks5://user:pass@host:port' } respone=requests.get('https://www.12306.cn', proxies=proxies)

print(respone.status_code)

stream

ret = requests.get('http://127.0.0.1:8000/test/', stream=True) print(ret.content) ret.close()

# from contextlib import closing # with closing(requests.get('http://httpbin.org/get', stream=True)) as r: # # 在此处理响应。 # for i in r.iter_content(): # print(i)

session

import requests

session = requests.Session()

### 1、首先登陆任何页面,获取cookie

i1 = session.get(url="http://dig.chouti.com/help/service")

### 2、用户登陆,携带上一次的cookie,后台对cookie中的 gpsd 进行授权 i2 = session.post( url="http://dig.chouti.com/login", data={ 'phone': "8615131255089", 'password': "xxxxxx", 'oneMonth': "" } )

i3 = session.post( url="http://dig.chouti.com/link/vote?linksId=8589623", ) print(i3.text)

编码问题

import requests response=requests.get('http://www.autohome.com/news') # response.encoding='gbk' #汽车之家网站返回的页面内容为gb2312编码的,而requests的默认编码为ISO-8859-1,如果不设置成gbk则中文乱码 print(response.text)

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