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  • python爬虫之request模块详解

    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

    # 以上方法均是在此方法的基础上构建

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    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

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    >>> 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

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    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

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    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：

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    - 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

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    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

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    import requests
    from urllib.parseimport 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

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    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）

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    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

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    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

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    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

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    # 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.cookiejarimport CookieJar
    from http.cookiejarimport 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

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    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

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    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('.....')

    HTTPBasicAuth实际是向浏览器发一个带有Authorization:.................的请求

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

    　　auth别的使用方式

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    # 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

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

    redirects

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

    proxies

    代理设置

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    # 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.authimport 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

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    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

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    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

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    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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  • 原文地址：https://www.cnblogs.com/GLory-LTF/p/15086200.html
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