python网络爬虫——requests高阶部分:模拟登录与验证码处理

时间:2019-09-20
本文章向大家介绍python网络爬虫——requests高阶部分:模拟登录与验证码处理,主要包括python网络爬虫——requests高阶部分:模拟登录与验证码处理使用实例、应用技巧、基本知识点总结和需要注意事项,具有一定的参考价值,需要的朋友可以参考一下。

云打码平台【处理各类验证码的平台】

  • 注册:普通用户和开发者用户
  • 登录:
    • 登录普通用户(查看余额)
    • 登录开发者用户:
      • 创建一个软件:我的软件->创建软件
      • 下载示例代码:开发者中心->下载最新的DLL->pythonHttp示例代码下载
 
  • 一般点击登录按钮的请求都是post请求
 
  • cookie的作用,服务器使用cookie记录客户端的状态:经典:免密登录
  • 服务端创建,客户端存储
  • 有有效时长,动态变化

云打码处理验证码方法(直接引用即可)

import http.client, mimetypes, urllib, json, time, requests


class YDMHttp:

    apiurl = 'http://api.yundama.com/api.php'
    username = ''
    password = ''
    appid = ''
    appkey = ''

    def __init__(self, username, password, appid, appkey):
        self.username = username  
        self.password = password
        self.appid = str(appid)
        self.appkey = appkey

    def request(self, fields, files=[]):
        response = self.post_url(self.apiurl, fields, files)
        response = json.loads(response)
        return response
    
    def balance(self):
        data = {'method': 'balance', 'username': self.username, 'password': self.password, 'appid': self.appid, 'appkey': self.appkey}
        response = self.request(data)
        if (response):
            if (response['ret'] and response['ret'] < 0):
                return response['ret']
            else:
                return response['balance']
        else:
            return -9001
    
    def login(self):
        data = {'method': 'login', 'username': self.username, 'password': self.password, 'appid': self.appid, 'appkey': self.appkey}
        response = self.request(data)
        if (response):
            if (response['ret'] and response['ret'] < 0):
                return response['ret']
            else:
                return response['uid']
        else:
            return -9001

    def upload(self, filename, codetype, timeout):
        data = {'method': 'upload', 'username': self.username, 'password': self.password, 'appid': self.appid, 'appkey': self.appkey, 'codetype': str(codetype), 'timeout': str(timeout)}
        file = {'file': filename}
        response = self.request(data, file)
        if (response):
            if (response['ret'] and response['ret'] < 0):
                return response['ret']
            else:
                return response['cid']
        else:
            return -9001

    def result(self, cid):
        data = {'method': 'result', 'username': self.username, 'password': self.password, 'appid': self.appid, 'appkey': self.appkey, 'cid': str(cid)}
        response = self.request(data)
        return response and response['text'] or ''

    def decode(self, filename, codetype, timeout):
        cid = self.upload(filename, codetype, timeout)
        if (cid > 0):
            for i in range(0, timeout):
                result = self.result(cid)
                if (result != ''):
                    return cid, result
                else:
                    time.sleep(1)
            return -3003, ''
        else:
            return cid, ''

    def report(self, cid):
        data = {'method': 'report', 'username': self.username, 'password': self.password, 'appid': self.appid, 'appkey': self.appkey, 'cid': str(cid), 'flag': '0'}
        response = self.request(data)
        if (response):
            return response['ret']
        else:
            return -9001

    def post_url(self, url, fields, files=[]):
        for key in files:
            files[key] = open(files[key], 'rb');
        res = requests.post(url, files=files, data=fields)
        return res.text

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

# 用户名(普通用户)
username    = 'bobo328410948'

# 密码
password    = 'bobo328410948'                            

# 软件ID,开发者分成必要参数。登录开发者后台【我的软件】获得!
appid       = 6003                                    

# 软件密钥,开发者分成必要参数。登录开发者后台【我的软件】获得!
appkey      = '1f4b564483ae5c907a1d34f8e2f2776c'    

# 图片文件
filename    = 'code.jpg'                        

# 验证码类型,# 例:1004表示4位字母数字,不同类型收费不同。请准确填写,否则影响识别率。在此查询所有类型 http://www.yundama.com/price.html
codetype    = 1004

# 超时时间,秒
timeout     = 10                                    

# 检查
if (username == 'username'):
    print('请设置好相关参数再测试')
else:
    # 初始化
    yundama = YDMHttp(username, password, appid, appkey)

    # 登陆云打码
    uid = yundama.login();
    print('uid: %s' % uid)

    # 查询余额
    balance = yundama.balance();
    print('balance: %s' % balance)

    # 开始识别,图片路径,验证码类型ID,超时时间(秒),识别结果
    cid, result = yundama.decode(filename, codetype, timeout);
    print('cid: %s, result: %s' % (cid, result))

人人网的模拟登录+cookie

  • 云打码验证码识别源码
    • 第一步:引入验证码识别方法
    • 第二步:模拟登录+处理cookie设置源码
# 定义验证码处理方法
def getCodeDate(userName,pwd,codePath,codeType):
    # 用户名(普通用户)
    username    = userName

    # 密码
    password    = pwd                            

    # 软件ID,开发者分成必要参数。登录开发者后台【我的软件】获得!
    appid       = 6003                                    

    # 软件密钥,开发者分成必要参数。登录开发者后台【我的软件】获得!
    appkey      = '1f4b564483ae5c907a1d34f8e2f2776c'    

    # 图片文件
    filename    = codePath                       

    # 验证码类型,# 例:1004表示4位字母数字,不同类型收费不同。请准确填写,否则影响识别率。在此查询所有类型 http://www.yundama.com/price.html
    codetype    = codeType

    # 超时时间,秒
    timeout     = 2                                   
    result = None
    # 检查
    if (username == 'username'):
        print('请设置好相关参数再测试')
    else:
        # 初始化
        yundama = YDMHttp(username, password, appid, appkey)

        # 登陆云打码
        uid = yundama.login();
        #print('uid: %s' % uid)

        # 查询余额
        balance = yundama.balance();
        #print('balance: %s' % balance)

        # 开始识别,图片路径,验证码类型ID,超时时间(秒),识别结果
        cid, result = yundama.decode(filename, codetype, timeout);
        #print('cid: %s, result: %s' % (cid, result))
    return result
#人人网的模拟登录
import requests
import urllib
from lxml import etree
# 获取session对象(操作对象是浏览器,而不是html页面),用于处理动态变化的cookie(有cookie的就用session)
session = requests.Session()
#创建连接
headers = {
    'User-Agent':'Mozilla/5.0 (Windows NT 6.1; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/72.0.3626.119 Safari/537.36'
}
url = 'http://www.renren.com/'
page_text = requests.get(url=url,headers=headers).text

# 创建etree对象xpath定位验证码图片位置,将验证码图片进行下载,持久化存储
tree = etree.HTML(page_text)
code_img_url = tree.xpath('//*[@id="verifyPic_login"]/@src')[0]
urllib.request.urlretrieve(url=code_img_url,filename='code.jpg')

# 识别验证码图片中的数据值
code_data = getCodeDate('bobo328410948','bobo328410948','./code.jpg',2004)

# 模拟登录
# 抓包工具找到的登录时的url
login_url = 'http://www.renren.com/ajaxLogin/login?1=1&uniqueTimestamp=201914927558'
data = {
    "email":"www.zhangbowudi@qq.com",
    "icode":code_data,
    "origURL":"http://www.renren.com/home",
    "domain":"renren.com",
    "key_id":"1",
    "captcha_type":"web_login",
    "password":"4f0350f09aeffeef86307747218b214b0960bdf35e30811c0d611fe39db96ec1",
    "rkey":"9e75e8dc3457b14c55a74627fa64fb43",
    "f":"http%3A%2F%2Fwww.renren.com%2F289676607",
}
# 该次请求产生的cookie会被自动存储到session对象中
session.post(url=login_url,data=data,headers=headers)

#登录后的url
url = 'http://www.renren.com/289676607/profile'
page_text = session.get(url=url,headers=headers).text

with open('renren.html','w',encoding='utf-8') as fp:
    fp.write(page_text)
 

不用抓包工具定义UserAgent的方法(不推荐使用,有时不会生成useragent)

from fake_useragent import UserAgent
ua = UserAgent(verify_ssl=False,use_cache_server=False).random
print(ua)
古诗文网模拟登录
#模拟登录古诗文网
import requests
import urllib
from lxml import etree
headers = {
    'User-Agent':'Mozilla/5.0 (Windows NT 6.1; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/72.0.3626.119 Safari/537.36'
}
# 定义session对象用于处理cookie
s = requests.Session()
# 未登录状态url
login_url = 'https://so.gushiwen.org/user/login.aspx?from=http://so.gushiwen.org/user/collect.aspx'
page_text = requests.get(url=login_url,headers=headers).text
# 创建etree对象xpath定位验证码图片位置,将验证码图片进行下载,并持久化存储
tree = etree.HTML(page_text)
img_src = 'https://so.gushiwen.org'+tree.xpath('//*[@id="imgCode"]/@src')[0]
img_data = s.get(url=img_src,headers=headers).content
with open('./img.jpg','wb') as fp:
    fp.write(img_data)
img_text = getCodeDate('bobo328410948','bobo328410948','./img.jpg',1004)

# 模拟登录
# 登录后url
url = 'https://so.gushiwen.org/user/login.aspx?from=http%3a%2f%2fso.gushiwen.org%2fuser%2fcollect.aspx'
data = {
    "__VIEWSTATE":"9AsGvh3Je/0pfxId7DYRUi258ayuEG4rrQ1Z3abBgLoDSOeAUatOZOrAIxudqiOauXpR9Zq+dmKJ28+AGjXYHaCZJTTtGgrEemBWI1ed7oS7kpB7Rm/4yma/+9Q=",
    "__VIEWSTATEGENERATOR":"C93BE1AE",
    "from":"http://so.gushiwen.org/user/collect.aspx",
    "email":"www.zhangbowudi@qq.com",
    "pwd":"bobo328410948",
    "code":img_text,# 处理后的验证码
    "denglu":"登录",
}
page_text = s.post(url=url,headers=headers,data=data).text
with open('./gushiwen.html','w',encoding='utf-8') as fp:
    fp.write(page_text)

原文地址:https://www.cnblogs.com/bilx/p/11557615.html