Python爬虫:抓取手机APP的数据!谁说不能爬取app数据的?
摘要
大多数APP里面返回的是json格式数据,或者一堆加密过的数据 。这里以超级课程表APP为例,抓取超级课程表里用户发的话题。
1
抓取APP数据包
表单:
表单中包括了用户名和密码,当然都是加密过了的,还有一个设备信息,直接post过去就是。
另外必须加header,一开始我没有加header得到的是登录错误,所以要带上header信息。
2
登录
登录代码:
import urllib2 from cookielib import CookieJar loginUrl = \'http://120.55.151.61/V2/StudentSkip/loginCheckV4.action\' headers = { \'Content-Type\': \'application/x-www-form-urlencoded; charset=UTF-8\', \'User-Agent\': \'Dalvik/1.6.0 (Linux; U; Android 4.1.1; M040 Build/JRO03H)\', \'Host\': \'120.55.151.61\', \'Connection\': \'Keep-Alive\', \'Accept-Encoding\': \'gzip\', \'Content-Length\': \'207\', } loginData = \'phoneBrand=Meizu&platform=1&deviceCode=868033014919494&account=FCF030E1F2F6341C1C93BE5BBC422A3D&phoneVersion=16&password=A55B48BB75C79200379D82A18C5F47D6&channel=MXMarket&phoneModel=M040&versionNumber=7.2.1&\' cookieJar = CookieJar() opener = urllib2.build_opener(urllib2.HTTPCookieProcessor(cookieJar)) req = urllib2.Request(loginUrl, loginData, headers) loginResult = opener.open(req).read() print loginResult
登录成功 会返回一串账号信息的json数据
和抓包时返回数据一样,证明登录成功
3
抓取数据
用同样方法得到话题的url和post参数
做法就和模拟登录网站一样。详见:http://my.oschina.net/jhao104/blog/547311
下见最终代码,有主页获取和下拉加载更新。可以无限加载话题内容。
#!/usr/local/bin/python2.7 # -*- coding: utf8 -*- """ 超级课程表话题抓取 """ import urllib2 from cookielib import CookieJar import json \'\'\' 读Json数据 \'\'\' def fetch_data(json_data): data = json_data[\'data\'] timestampLong = data[\'timestampLong\'] messageBO = data[\'messageBOs\'] topicList = [] for each in messageBO: topicDict = {} if each.get(\'content\', False): topicDict[\'content\'] = each[\'content\'] topicDict[\'schoolName\'] = each[\'schoolName\'] topicDict[\'messageId\'] = each[\'messageId\'] topicDict[\'gender\'] = each[\'studentBO\'][\'gender\'] topicDict[\'time\'] = each[\'issueTime\'] print each[\'schoolName\'],each[\'content\'] topicList.append(topicDict) return timestampLong, topicList \'\'\' 加载更多 \'\'\' def load(timestamp, headers, url): headers[\'Content-Length\'] = \'159\' loadData = \'timestamp=%s&phoneBrand=Meizu&platform=1&genderType=-1&topicId=19&phoneVersion=16&selectType=3&channel=MXMarket&phoneModel=M040&versionNumber=7.2.1&\' % timestamp req = urllib2.Request(url, loadData, headers) loadResult = opener.open(req).read() loginStatus = json.loads(loadResult).get(\'status\', False) if loginStatus == 1: print \'load successful!\' timestamp, topicList = fetch_data(json.loads(loadResult)) load(timestamp, headers, url) else: print \'load fail\' print loadResult return False loginUrl = \'http://120.55.151.61/V2/StudentSkip/loginCheckV4.action\' topicUrl = \'http://120.55.151.61/V2/Treehole/Message/getMessageByTopicIdV3.action\' headers = { \'Content-Type\': \'application/x-www-form-urlencoded; charset=UTF-8\', \'User-Agent\': \'Dalvik/1.6.0 (Linux; U; Android 4.1.1; M040 Build/JRO03H)\', \'Host\': \'120.55.151.61\', \'Connection\': \'Keep-Alive\', \'Accept-Encoding\': \'gzip\', \'Content-Length\': \'207\', } \'\'\' ---登录部分--- \'\'\' loginData = \'phoneBrand=Meizu&platform=1&deviceCode=868033014919494&account=FCF030E1F2F6341C1C93BE5BBC422A3D&phoneVersion=16&password=A55B48BB75C79200379D82A18C5F47D6&channel=MXMarket&phoneModel=M040&versionNumber=7.2.1&\' cookieJar = CookieJar() opener = urllib2.build_opener(urllib2.HTTPCookieProcessor(cookieJar)) req = urllib2.Request(loginUrl, loginData, headers) loginResult = opener.open(req).read() loginStatus = json.loads(loginResult).get(\'data\', False) if loginResult: print \'login successful!\' else: print \'login fail\' print loginResult \'\'\' ---获取话题--- \'\'\' topicData = \'timestamp=0&phoneBrand=Meizu&platform=1&genderType=-1&topicId=19&phoneVersion=16&selectType=3&channel=MXMarket&phoneModel=M040&versionNumber=7.2.1&\' headers[\'Content-Length\'] = \'147\' topicRequest = urllib2.Request(topicUrl, topicData, headers) topicHtml = opener.open(topicRequest).read() topicJson = json.loads(topicHtml) topicStatus = topicJson.get(\'status\', False) print topicJson if topicStatus == 1: print \'fetch topic success!\' timestamp, topicList = fetch_data(topicJson) load(timestamp, headers, topicUrl)
结果: