Python+Request库+第三方平台实现验证码识别示例 - Test挖掘者

1、登录时经常的出现验证码，此次结合Python+Request+第三方验证码识别平台（超级鹰识别平台）

2、首先到超级鹰平台下载对应语言的识别码封装，超级鹰平台：http://www.chaojiying.com/price.html

3、使用超级鹰平台需进行注册，购买1元，应该有1000次积分，再生产对应软件ID

 

4、超级鹰下载Python语言进行Demo示例，代码如下（命名为ClassCode.py）：

import requests
from hashlib import md5

class Chaojiying_Client(object):

    def __init__(self, username, password, soft_id):
        self.username = username
        password = password.encode(\'utf8\')
        self.password = md5(password).hexdigest()
        self.soft_id = soft_id
        self.base_params = {
            \'user\': self.username,
            \'pass2\': self.password,
            \'softid\': self.soft_id,
        }
        self.headers = {
            \'Connection\': \'Keep-Alive\',
            \'User-Agent\': \'Mozilla/4.0 (compatible; MSIE 8.0; Windows NT 5.1; Trident/4.0)\',
        }

    def PostPic(self, im, codetype):
        """
        im: 图片字节
        codetype: 题目类型 参考 http://www.chaojiying.com/price.html
        """
        params = {
            \'codetype\': codetype,
        }
        params.update(self.base_params)
        files = {\'userfile\': (\'ccc.jpg\', im)}
        r = requests.post(\'http://upload.chaojiying.net/Upload/Processing.php\', data=params, files=files, headers=self.headers)
        return r.json()

    def ReportError(self, im_id):
        """
        im_id:报错题目的图片ID
        """
        params = {
            \'id\': im_id,
        }
        params.update(self.base_params)
        r = requests.post(\'http://upload.chaojiying.net/Upload/ReportError.php\', data=params, headers=self.headers)
        return r.json()

5、下面使用ClassCode.py模块中的代码，对人人网实现验证码登录，此时示例分别使用Cookie和Session进行演示

import requests
from .ClassCode import Chaojiying_Client （导入ClassCode.py 模块）
from lxml import etree  （需安装：pip3 install lxml）

# 对验证码图片进行抓捕及识别
url = \'http://www.renren.com/SysHome.do\'

headers = {
    "User-Agent":"Mozilla/5.0 (Windows NT 6.1; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/86.0.4240.111 Safari/537.36",
}
page_text = requests.get(url=url,headers=headers).text
tree = etree.HTML(page_text)
try:
    code_img_src = tree.xpath(\'//*[@id="verifyPic_login"]/@src\')[0]
    code_img_data = requests.get(url=code_img_src, headers=headers).content
    with open(\'./code_img_data.jpg\', \'wb\') as fp:
        fp.write(code_img_data)
except Exception as msg:
    print(\'元素不存在\')

# 使用超级鹰平台实现验证码识别
chaojiying = Chaojiying_Client(\'超级鹰登录账号\', \'超级鹰登录密码\', \'根据验证码类型\')
with open(\'code_img_data.jpg\', \'rb\') as fp:
     img = fp.read()
result = chaojiying.PostPic(img, 1005)[\'pic_str\']
print(result)

################################################

使用Cookie进行登录

################################################
# 使用Post发送登录请求 -- 使用Cookie进行登录
def login_url():
    login_url = \'http://www.renren.com/ajaxLogin/login?1=1&uniqueTimestamp=2021212242112\'
    data = {
        "email": "人人网登录账号",
        "password": "人人网登录密码",
        "icode": result,
        "origURL": "http://www.renren.com/home",
        "domain": "renren.com",
        "key_id": 1,
        "captcha_type": "web_login",
        "f":""
    }
    response = requests.post(url=login_url,headers=headers,data=data)
    print(response.status_code)
    login_page_text = response.text
    with open(\'renren.html\',\'w\',encoding=\'utf-8\') as fp:
        fp.write(login_page_text)
    return response.cookies

def Profile():
    pro_url = \'http://www.renren.com/969120248/profile\'
    pr_respose_text = requests.get(url=pro_url,headers=headers,cookies=login_url()).text
    with open(\'profile.html\',\'w\',encoding=\'utf-8\') as fp:
        fp.write(pr_respose_text)

Profile()

################################################

使用Session进行登录

################################################

# 使用Post发送登录请求 -- 使用Session进行登录
# 创建session对象
session = requests.Session()

def login_url_Se():
    login_url = \'http://www.renren.com/ajaxLogin/login?1=1&uniqueTimestamp=2021212242112\'
    data = {
        "email": "人人网登录账号",
        "password": "人人网登录密码",
        "icode": result,
        "origURL": "http://www.renren.com/home",
        "domain": "renren.com",
        "key_id": 1,
        "captcha_type": "web_login",
        "f":""
    }
    response = session.post(url=login_url,headers=headers,data=data)
    print(response.status_code)
    login_page_text = response.text
    with open(\'renren.html\',\'w\',encoding=\'utf-8\') as fp:
        fp.write(login_page_text)
    return response.cookies

def Profile_Se():
    pro_url = \'http://www.renren.com/969120248/profile\'
    pr_respose_text = session.get(url=pro_url,headers=headers,cookies=login_url_Se()).text
    with open(\'profile_New.html\',\'w\',encoding=\'utf-8\') as fp:
        fp.write(pr_respose_text)

Profile_Se()