python爬今日头条

最近在做给新闻分词。为了保证给文章贴的标签的准确度高，决定做一个标签库。但发现给新闻打标签网站就只有今日头条打的比较好，网易一般，其他根本不能看，决定写一个爬取今日头条文章标签的爬虫。
一：解析参数
今日头条的数据全部都是ajax异步加载的。谷歌浏览器按f12选择network点击XHR会得到如上图所示，上图请求的url中有如下几个参数会变化：
① category
② max_behot_time
③ max_behot_time_tmp
④ as
⑤ cp
⑥ _signature
其中只需要category，max_behot_time，_signature这个三个参数就可以获取到数据。这是我自己亲自试验过的。
category根据你请求不同的栏目会变化，比如你请求科技栏目category为news_tech：

请求热点栏目category为news_hot：

max_behot_time会动态变化最开始为0，下一次变化为这次请求到的json数据中max_behot_time的值：
当前max_behot_time请求的json数据中的max_behot_time的值为1544445969
第二次请求的max_behot_time为1544445969。
第三个参数为_signature，它是由一个很复杂的js代码生成的，这个js代码通过TAC.sign(max_behot_time)来生成，就是上面的那个参数max_behot_time的值：



仔细看哦，他们可不是一样的哦。

三个参数到此解析完毕：
接下来就是撸代码，只需复制粘贴，改动一点即可使用。
pacong.py

#coding:utf-8
from selenium import webdriver
from time import ctime,sleep
import threading
import requests
import time
import json
import sys
import random
import Two
reload(sys)
sys.setdefaultencoding('utf-8')
# 进入浏览器设置

def run(ajax):
    name = "word-{a}-".format(a=ajax) + time.strftime("%Y-%m-%d") + ".txt"
    print name
    options = webdriver.ChromeOptions()
    # 设置中文
    agent=Two.get_agent()
    options.set_headless()
    options.add_argument('lang=zh_CN.UTF-8')
    options.add_argument(
        'user-agent={}'.format(agent))
    # --我使用了浏览器去获取_signature的值，你们需要修改这个地方，详细信息去简单百度一下即可
    brower = webdriver.Chrome(chrome_options=options,
                              executable_path='C:\Program Files (x86)\Google\Chrome\Application\chromedriver.exe')
    #brower.get('https://www.toutiao.com/ch/news_hot/')

    brower.get('https://www.toutiao.com/ch/{t}/'.format(t=ajax))
    print 'https://www.toutiao.com/ch/{t}/'.format(t=ajax)
    sinature = brower.execute_script('return TAC.sign(0)')
    print(sinature)
    """获取cookie"""
    cookie = brower.get_cookies()
    print cookie
    cookie = [item['name'] + "=" + item['value'] for item in cookie]
    cookiestr = '; '.join(item for item in cookie)
    time1=0
    last=0
    while 1:
        header1 = {
            'Host': 'www.toutiao.com',
            'User-Agent': agent,
            'Referer': 'https://www.toutiao.com/ch/{}/'.format(ajax),
            "Cookie": cookiestr
        }
        #print cookiestr

        url = 'https://www.toutiao.com/api/pc/feed/?category={t}&utm_source=toutiao&widen=1&max_behot_time={time}&_signature={s}'.format(t=ajax,time=time1,s=sinature)
        print(url)
        #设置了动态代理好像没什么用
        o_g = ["213.162.218.75:55230",
               "180.180.152.25:51460",
               "79.173.124.194:47832",
               "50.112.160.137:53910",
               "211.159.140.111:8080",
               "95.189.112.214:35508",
               "168.232.207.145:46342",
               "181.129.139.202:32885",
               "78.47.157.159:80",
               "112.25.6.15:80",
               "46.209.135.201:30418",
               "187.122.224.69:60331",
               "188.0.190.75:59378",
               "114.234.76.131:8060",
               "125.209.78.80:32431",
               "183.203.13.135:80",
               "168.232.207.145:46342",
               "190.152.5.46:53281",
               "89.250.149.114:60981",
               "183.232.113.51:80",
               "213.109.5.230:33138",
               "85.158.186.12:41258",
               "142.93.51.134:8080",
               "181.129.181.250:53539"]
        a = 0
        for a in range(0, 1):
           #跑了17个线程，请求太快会被封的
            sleep(30)
            c = random.randint(0, 23)
            proxies_l = {'http': o_g[c],}
            try:
                
                html = requests.get(url, headers=header1, verify=False,proxies=proxies_l)
                print html.cookies
                html.encoding
                data = html.content
                print(data)
                if(len(data)==51):
                    print "被禁了"
                    sleep(3600)
                try:
                    s1 = json.loads(data)
                    try:
                        time1 = s1["next"]["max_behot_time"]
                    except Exception as e:
                        print e
                    print time1
                    #根据max_behot_time获取signature的值
                    sinature = brower.execute_script('return TAC.sign({})'.format(time1))
                    print(sinature)
                    f = open(name, 'a')
                    res = ""
                    for i in range(len(s1["data"])):
                        try:
                           #我需要的文章的label值。
                            l = s1["data"][i]["label"]
                        except Exception as e:
                            print e
                            continue
                        for j in range(len(l)):
                            res = l[j] + "\n"
                            f.write(res)
                            #print l[j]
                    f.close()
                    #last=time1
                    break
                except Exception as e:
                    print("解析错误")
                    continue;
            except Exception as e:
                print('no proxies')
                continue

            #print html.content
threads = []
#热点news_hot
t1 = threading.Thread(target=run,args=("news_hot",))
threads.append(t1)

#科技 https://www.toutiao.com/ch/news_tech/
t2 = threading.Thread(target=run,args=("news_tech",))
threads.append(t2)
# #娱乐 https://www.toutiao.com/ch/news_entertainment/
t3 = threading.Thread(target=run,args=("news_entertainment",))
threads.append(t3)
#游戏 https://www.toutiao.com/ch/news_game/ 没撒用
t4 = threading.Thread(target=run,args=("news_game",))
threads.append(t4)
#体育https://www.toutiao.com/ch/news_sports/
t5 = threading.Thread(target=run,args=("news_sports",))
threads.append(t5)
#汽车https://www.toutiao.com/ch/news_car/
t6= threading.Thread(target=run,args=("news_car",))
threads.append(t6)
#财经https://www.toutiao.com/ch/news_finance/
t7= threading.Thread(target=run,args=("news_finance",))
threads.append(t7)
#军事https://www.toutiao.com/ch/news_military/
t8= threading.Thread(target=run,args=("news_military",))
threads.append(t8)
#时尚https://www.toutiao.com/ch/news_fashion/
t9= threading.Thread(target=run,args=("news_fashion",))
threads.append(t9)
#国际https://www.toutiao.com/ch/news_world/
t10= threading.Thread(target=run,args=("news_world",))
threads.append(t10)
#探索https://www.toutiao.com/ch/news_discovery/
t11= threading.Thread(target=run,args=("news_discovery",))
threads.append(t11)
#养生https://www.toutiao.com/ch/news_regimen/
t12= threading.Thread(target=run,args=("news_regimen",))
threads.append(t12)
#历史https://www.toutiao.com/ch/news_history/
t13= threading.Thread(target=run,args=("news_history",))
threads.append(t13)
#美食https://www.toutiao.com/ch/news_food/
t14= threading.Thread(target=run,args=("news_food",))
threads.append(t14)
#旅游https://www.toutiao.com/ch/news_travel/
t15= threading.Thread(target=run,args=("news_travel",))
threads.append(t15)
#育儿https://www.toutiao.com/ch/news_baby/
t16= threading.Thread(target=run,args=("news_baby",))
threads.append(t16)
#美文https://www.toutiao.com/ch/news_essay/
t17= threading.Thread(target=run,args=("news_essay",))
threads.append(t17)

if __name__ == '__main__':
    for t in threads:
        t.setDaemon(True)
        t.start()
    time.sleep(1080000)
    print "all over %s" %ctime()

Two.py

#coding:utf-8
import requests
import random
import json
import re
def get_agent():
    ua_list = ["Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.1 (KHTML, like Gecko) Chrome/22.0.1207.1 Safari/537.1",
        "Mozilla/5.0 (X11; CrOS i686 2268.111.0) AppleWebKit/536.11 (KHTML, like Gecko) Chrome/20.0.1132.57 Safari/536.11",
        "Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/536.6 (KHTML, like Gecko) Chrome/20.0.1092.0 Safari/536.6",
        "Mozilla/5.0 (Windows NT 6.2) AppleWebKit/536.6 (KHTML, like Gecko) Chrome/20.0.1090.0 Safari/536.6",
        "Mozilla/5.0 (Windows NT 6.2; WOW64) AppleWebKit/537.1 (KHTML, like Gecko) Chrome/19.77.34.5 Safari/537.1",
        "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/536.5 (KHTML, like Gecko) Chrome/19.0.1084.9 Safari/536.5",
        "Mozilla/5.0 (Windows NT 6.0) AppleWebKit/536.5 (KHTML, like Gecko) Chrome/19.0.1084.36 Safari/536.5",
        "Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/536.3 (KHTML, like Gecko) Chrome/19.0.1063.0 Safari/536.3",
        "Mozilla/5.0 (Windows NT 5.1) AppleWebKit/536.3 (KHTML, like Gecko) Chrome/19.0.1063.0 Safari/536.3",
        "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_8_0) AppleWebKit/536.3 (KHTML, like Gecko) Chrome/19.0.1063.0 Safari/536.3",
        "Mozilla/5.0 (Windows NT 6.2) AppleWebKit/536.3 (KHTML, like Gecko) Chrome/19.0.1062.0 Safari/536.3",
        "Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/536.3 (KHTML, like Gecko) Chrome/19.0.1062.0 Safari/536.3",
        "Mozilla/5.0 (Windows NT 6.2) AppleWebKit/536.3 (KHTML, like Gecko) Chrome/19.0.1061.1 Safari/536.3",
        "Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/536.3 (KHTML, like Gecko) Chrome/19.0.1061.1 Safari/536.3",
        "Mozilla/5.0 (Windows NT 6.1) AppleWebKit/536.3 (KHTML, like Gecko) Chrome/19.0.1061.1 Safari/536.3",
        "Mozilla/5.0 (Windows NT 6.2) AppleWebKit/536.3 (KHTML, like Gecko) Chrome/19.0.1061.0 Safari/536.3",
        "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/535.24 (KHTML, like Gecko) Chrome/19.0.1055.1 Safari/535.24",
        "Mozilla/5.0 (Windows NT 6.2; WOW64) AppleWebKit/535.24 (KHTML, like Gecko) Chrome/19.0.1055.1 Safari/535.24"
    ]
    user_agent = random.choice(ua_list)
    print user_agent
    return user_agent

上面这个是随机生成agent，好让爬虫不那么容易被禁
结果如下：

希望能帮到有需要的朋友。