这篇文章主要介绍python手机号前7位归属地爬虫的示例分析,文中介绍的非常详细,具有一定的参考价值,感兴趣的小伙伴们一定要看完!
成都创新互联自2013年起,先为平罗等服务建站,平罗等地企业,进行企业商务咨询服务。为平罗企业网站制作PC+手机+微官网三网同步一站式服务解决您的所有建站问题。需求分析
项目上需要用到手机号前7位,判断号码是否合法,还有归属地查询。旧的数据是几年前了太久了,打算用python爬虫重新爬一份
单线程版本
# coding:utf-8 import requests from datetime import datetime class PhoneInfoSpider: def __init__(self, phoneSections): self.phoneSections = phoneSections def phoneInfoHandler(self, textData): text = textData.splitlines(True) # print("text length:" + str(len(text))) if len(text) >= 9: number = text[1].split('\'')[1] province = text[2].split('\'')[1] mobile_area = text[3].split('\'')[1] postcode = text[5].split('\'')[1] line = "number:" + number + ",province:" + province + ",mobile_area:" + mobile_area + ",postcode:" + postcode line_text = number + "," + province + "," + mobile_area + "," + postcode print(line_text) # print("province:" + province) try: f = open('./result.txt', 'a') f.write(str(line_text) + '\n') except Exception as e: print(Exception, ":", e) def requestPhoneInfo(self, phoneNum): try: url = 'https://tcc.taobao.com/cc/json/mobile_tel_segment.htm?tel=' + phoneNum response = requests.get(url) self.phoneInfoHandler(response.text) except Exception as e: print(Exception, ":", e) def requestAllSections(self): # last用于接上次异常退出前的号码 last = 0 # last = 4 # 自动生成手机号码,后四位补0 for head in self.phoneSections: head_begin = datetime.now() print(head + " begin time:" + str(head_begin)) # for i in range(last, 10000): for i in range(last, 10): middle = str(i).zfill(4) phoneNum = head + middle + "0000" self.requestPhoneInfo(phoneNum) last = 0 head_end = datetime.now() print(head + " end time:" + str(head_end)) if __name__ == '__main__': task_begin = datetime.now() print("phone check begin time:" + str(task_begin)) # 电信,联通,移动,虚拟运营商 dx = ['133', '149', '153', '173', '177', '180', '181', '189', '199'] lt = ['130', '131', '132', '145', '146', '155', '156', '166', '171', '175', '176', '185', '186', '166'] yd = ['134', '135', '136', '137', '138', '139', '147', '148', '150', '151', '152', '157', '158', '159', '172', '178', '182', '183', '184', '187', '188', '198'] add = ['170'] all_num = dx + lt + yd + add # print(all_num) print(len(all_num)) # 要爬的号码段 spider = PhoneInfoSpider(all_num) spider.requestAllSections() task_end = datetime.now() print("phone check end time:" + str(task_end))
发现爬取一个号段,共10000次查询,单线程版大概要多1个半小时,太慢了。
多线程版本
# coding:utf-8 import requests from datetime import datetime import queue import threading threadNum = 32 class MyThread(threading.Thread): def __init__(self, func): threading.Thread.__init__(self) self.func = func def run(self): self.func() def requestPhoneInfo(): global lock while True: lock.acquire() if q.qsize() != 0: print("queue size:" + str(q.qsize())) p = q.get() # 获得任务 lock.release() middle = str(9999 - q.qsize()).zfill(4) phoneNum = phone_head + middle + "0000" print("phoneNum:" + phoneNum) try: url = 'https://tcc.taobao.com/cc/json/mobile_tel_segment.htm?tel=' + phoneNum # print(url) response = requests.get(url) # print(response.text) phoneInfoHandler(response.text) except Exception as e: print(Exception, ":", e) else: lock.release() break def phoneInfoHandler(textData): text = textData.splitlines(True) if len(text) >= 9: number = text[1].split('\'')[1] province = text[2].split('\'')[1] mobile_area = text[3].split('\'')[1] postcode = text[5].split('\'')[1] line = "number:" + number + ",province:" + province + ",mobile_area:" + mobile_area + ",postcode:" + postcode line_text = number + "," + province + "," + mobile_area + "," + postcode print(line_text) # print("province:" + province) try: f = open('./result.txt', 'a') f.write(str(line_text) + '\n') except Exception as e: print(Exception, ":", e) if __name__ == '__main__': task_begin = datetime.now() print("phone check begin time:" + str(task_begin)) dx = ['133', '149', '153', '173', '177', '180', '181', '189', '199'] lt = ['130', '131', '132', '145', '155', '156', '166', '171', '175', '176', '185', '186', '166'] yd = ['134', '135', '136', '137', '138', '139', '147', '150', '151', '152', '157', '158', '159', '172', '178', '182', '183', '184', '187', '188', '198'] all_num = dx + lt + yd print(len(all_num)) for head in all_num: head_begin = datetime.now() print(head + " begin time:" + str(head_begin)) q = queue.Queue() threads = [] lock = threading.Lock() for p in range(10000): q.put(p + 1) print(q.qsize()) for i in range(threadNum): middle = str(i).zfill(4) global phone_head phone_head = head thread = MyThread(requestPhoneInfo) thread.start() threads.append(thread) for thread in threads: thread.join() head_end = datetime.now() print(head + " end time:" + str(head_end)) task_end = datetime.now() print("phone check end time:" + str(task_end))
多线程版的1个号码段1000条数据,大概2,3min就好,cpu使用飙升,大概维持在70%左右。
总共40多个号段,爬完大概1,2个小时,总数据41w左右
Python的优点有哪些
1、简单易用,与C/C++、Java、C# 等传统语言相比,Python对代码格式的要求没有那么严格;2、Python属于开源的,所有人都可以看到源代码,并且可以被移植在许多平台上使用;3、Python面向对象,能够支持面向过程编程,也支持面向对象编程;4、Python是一种解释性语言,Python写的程序不需要编译成二进制代码,可以直接从源代码运行程序;5、Python功能强大,拥有的模块众多,基本能够实现所有的常见功能。
以上是“python手机号前7位归属地爬虫的示例分析”这篇文章的所有内容,感谢各位的阅读!希望分享的内容对大家有帮助,更多相关知识,欢迎关注创新互联成都网站设计公司行业资讯频道!
另外有需要云服务器可以了解下创新互联scvps.cn,海内外云服务器15元起步,三天无理由+7*72小时售后在线,公司持有idc许可证,提供“云服务器、裸金属服务器、高防服务器、香港服务器、美国服务器、虚拟主机、免备案服务器”等云主机租用服务以及企业上云的综合解决方案,具有“安全稳定、简单易用、服务可用性高、性价比高”等特点与优势,专为企业上云打造定制,能够满足用户丰富、多元化的应用场景需求。
当前标题:python手机号前7位归属地爬虫的示例分析-创新互联
网址分享:http://scgulin.cn/article/hiocj.html