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  • Python之爬虫

    网络爬虫(又被称为网页蜘蛛,网络机器人,在FOAF社区中间,更经常的称为网页追逐者),是一种按照一定的规则,自动地抓取万维网信息的程序或者脚本。另外一些不常使用的名字还有蚂蚁、自动索引、模拟程序或者蠕虫。

    关于Python的爬虫框架Scrapy

    请移步至这篇博文——>>> Python爬虫框架——Scrapy

    Requests

    Python标准库中提供了:urllib、urllib2、httplib等模块以供Http请求,但是,它的 API 太渣了。它是为另一个时代、另一个互联网所创建的。它需要巨量的工作,甚至包括各种方法覆盖,来完成最简单的任务。

    Requests 是使用 Apache2 Licensed 许可证的 基于Python开发的HTTP 库,其在Python内置模块的基础上进行了高度的封装,从而使得Pythoner进行网络请求时,变得美好了许多,使用Requests可以轻而易举的完成浏览器可有的任何操作。

    1、GET请求

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    # 1、无参数实例
       
    import requests
       
    ret = requests.get('https://github.com/timeline.json')
       
    print(ret.url)
    print(ret.text)
       
       
    # 2、有参数实例
       
    import requests
       
    payload = {'key1': 'value1', 'key2': 'value2'}
    ret = requests.get("http://httpbin.org/get", params=payload)
       
    print(ret.url)
    print(ret.text)

    2、POST请求

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    # 1、基本POST实例
       
    import requests
       
    payload = {'key1': 'value1', 'key2': 'value2'}
    ret = requests.post("http://httpbin.org/post", data=payload)
       
    print(ret.text)
       
       
    # 2、发送请求头和数据实例
       
    import requests
    import json
       
    url = 'https://api.github.com/some/endpoint'
    payload = {'some': 'data'}
    headers = {'content-type': 'application/json'}
       
    ret = requests.post(url, data=json.dumps(payload), headers=headers)
       
    print(ret.text)
    print(ret.cookies)

    3、其它请求

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    requests.get(url, params=None, **kwargs)
    requests.post(url, data=None, json=None, **kwargs)
    requests.put(url, data=None, **kwargs)
    requests.head(url, **kwargs)
    requests.delete(url, **kwargs)
    requests.patch(url, data=None, **kwargs)
    requests.options(url, **kwargs)
       
    # 以上方法均是在此方法的基础上构建
    requests.request(method, url, **kwargs)

    4、更多参数

    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, 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 long 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. Set to True if POST/PUT/DELETE redirect following is allowed.
        :type allow_redirects: bool
        :param proxies: (optional) Dictionary mapping protocol to the URL of the proxy.
        :param verify: (optional) whether the SSL cert will be verified. A CA_BUNDLE path can also be provided. 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]>
        """
    参数列表
    def param_method_url():
        # requests.request(method='get', url='http://127.0.0.1:8000/test/')
        # requests.request(method='post', url='http://127.0.0.1:8000/test/')
        pass
    
    
    def param_param():
        # - 可以是字典
        # - 可以是字符串
        # - 可以是字节(ascii编码以内)
    
        # requests.request(method='get',
        # url='http://127.0.0.1:8000/test/',
        # params={'k1': 'v1', 'k2': '水电费'})
    
        # requests.request(method='get',
        # url='http://127.0.0.1:8000/test/',
        # params="k1=v1&k2=水电费&k3=v3&k3=vv3")
    
        # requests.request(method='get',
        # url='http://127.0.0.1:8000/test/',
        # params=bytes("k1=v1&k2=k2&k3=v3&k3=vv3", encoding='utf8'))
    
        # 错误
        # 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'))
        pass
    
    
    def param_data():
        # 可以是字典
        # 可以是字符串
        # 可以是字节
        # 可以是文件对象
    
        # 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'}
        # )
        pass
    
    
    def param_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'}
        requests.request(method='POST',
                         url='http://127.0.0.1:8000/test/',
                         json={'k1': 'v1', 'k2': '水电费'})
    
    
    def param_headers():
        # 发送请求头到服务器端
        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'}
                         )
    
    
    def param_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)
    
    
    def param_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)
    
        pass
    
    
    def param_auth():
        from requests.auth import HTTPBasicAuth, HTTPDigestAuth
    
        ret = requests.get('https://api.github.com/user', auth=HTTPBasicAuth('wupeiqi', 'sdfasdfasdf'))
        print(ret.text)
    
        # 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)
        #
    
    
    def param_timeout():
        # ret = requests.get('http://google.com/', timeout=1)
        # print(ret)
    
        # ret = requests.get('http://google.com/', timeout=(5, 1))
        # print(ret)
        pass
    
    
    def param_allow_redirects():
        ret = requests.get('http://127.0.0.1:8000/test/', allow_redirects=False)
        print(ret.text)
    
    
    def param_proxies():
        # proxies = {
        # "http": "61.172.249.96:80",
        # "https": "http://61.185.219.126:3128",
        # }
    
        # 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)
    
        pass
    
    
    def param_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)
    
    
    def requests_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)
    参数示例

    官方文档:http://cn.python-requests.org/zh_CN/latest/user/quickstart.html#id4

    BeautifulSoup

    BeautifulSoup是一个模块,该模块用于接收一个HTML或XML字符串,然后将其进行格式化,之后遍可以使用他提供的方法进行快速查找指定元素,从而使得在HTML或XML中查找指定元素变得简单。

    # 安装  pip3 install beautifulsoup4
    from bs4 import BeautifulSoup
     
    html_doc = """
    <html><head><title>The Dormouse's story</title></head>
    <body>
    asdf
        <div class="title">
            <b>The Dormouse's story总共</b>
            <h1>f</h1>
        </div>
    <div class="story">Once upon a time there were three little sisters; and their names were
        <a  class="sister0" id="link1">Els<span>f</span>ie</a>,
        <a href="http://example.com/lacie" class="sister" id="link2">Lacie</a> and
        <a href="http://example.com/tillie" class="sister" id="link3">Tillie</a>;
    and they lived at the bottom of a well.</div>
    ad<br/>sf
    <p class="story">...</p>
    </body>
    </html>
    """
     
    soup = BeautifulSoup(html_doc, features="lxml")
    # 找到第一个a标签
    tag1 = soup.find(name='a')
    # 找到所有的a标签
    tag2 = soup.find_all(name='a')
    # 找到id=link2的标签
    tag3 = soup.select('#link2')
    简单使用

    1,name,标签名称

    2,attr,标签属性

    3,children,所有子标签

    4,descendants,所有子子孙孙标签

    5,clear,将标签的所有子标签全部清空(保留标签名)

    6,decompose,递归的删除所有的标签

    7,extract,递归的删除所有的标签,并获取删除的标签

    8,decode,转换为字符串(含当前标签);decode_contents(不含当前标签)

    9,encode,转换为字节(含当前标签);encode_contents(不含当前标签)

    10,find,获取匹配的第一个标签

    11, find_all,获取匹配的所有标签

    12,has_attr,检查标签是否具有该属性

    13,get_text,获取标签内部文本内容

    14,index,检查标签在某标签中的索引位置

    15,is_empty_element,是否是空标签(是否可以是空)或者自闭合标签,

         判断是否是如下标签:'br' , 'hr', 'input', 'img', 'meta','spacer', 'link', 'frame', 'base'

    16,当前的关联标签

    17,查找某标签的关联标签

    18,select,select_one, CSS选择器

    19,标签的内容

    20,append在当前标签内部追加一个标签

     21,insert在当前标签内部指定位置插入一个标签

    22,insert_after,insert_before 在当前标签后面或前面插入

    23,replace_with 在当前标签替换为指定标签

    24,创建标签之间的关系

    25,wrap,将指定标签把当前标签包裹起来

    26,unwrap,去掉当前标签,将保留其包裹的标签

    更多参数官方:http://beautifulsoup.readthedocs.io/zh_CN/v4.4.0/

    "破解"微信公众号

    根据Django和Requests分析破解微信公众号

    "破解"微信公众号其实就是使用Python代码自动实现【扫码登陆个人微信】->【获取个人所有联系人】-> 【向某联系人或群组或公众号发送消息】。如下图

    那么,是如何登陆获取联系人的呢???

    代码及解释请移步——>>> https://github.com/bingdujianer/WebWeChat

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  • 原文地址:https://www.cnblogs.com/zhangliang91/p/10547691.html
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