这是一个稍微复杂的demo,它的功能如下:
- 输入专利号,下载对应的专利文档
- 输入关键词,下载所有相关的专利文档
0. 模块准备
- 首先是requests,这个就不说了,爬虫利器
- 其次是安装,pytesseract 和 「用于识别验证码」
1. 模拟登陆
我们需要对 这个网站 进行分析,反复鼓捣之后发现,找不到下载链接?
tell my why? 原来是没有登陆。 果然,登陆之后能够找到下载按钮,并手动下载成功。注意到,在登陆和下载的同时,还需要输入验证码。
这样,我们第一步要解决的问题,便是验证码识别与模拟登陆
ubuntu下使用:
apt-get install tesseract-ocr pip install pytesseractpip install PIL
2. 关键字检索请求
登陆之后,我们键入一个关键词,进行检索
浏览器会向上图所示的url发送post请求,form data
中的searchExp
是我们的关键词
那么,我们通过post请求,便可以得到检索结果了
3. 翻页
把鼠标放在下一页上,我们能看到,是调用js来实现页面跳转的。
进一步分析,实际上我们对上图的url进行post请求也能实现翻页。
注意到form data
中的参数 "resultPagination.limit":"10","resultPagination.sumLimit":"10","resultPagination.start":cnt, #这次参数决定了当前页面从搜索到的第几个数据开始"resultPagination.totalCount":total, #总的搜索数据数目"searchCondition.searchType":"Sino_foreign","searchCondition.dbId":"","searchCondition.extendInfo['MODE']":"MODE_GENERAL","searchCondition.searchExp":keywords, #我们输入的关键词"wee.bizlog.modulelevel":"0200101","searchCondition.executableSearchExp":executableSearchExp, #需要我们自己构造"searchCondition.literatureSF":literatureSF, #需要我们自己构造"searchCondition.strategy":"","searchCondition.searchKeywords":"","searchCondition.searchKeywords":keywords # 我们输入的关键词
所以我们需要翻页的时候向
注意每次更新showSearchResult-startWa.shtml
这个页面进行post请求即可,resultPagination.start
参数
4. 浏览文档
需要下载专利文献,我们需要跳转到另外一个页面,而这个页面,又是通过js跳转的。
注意这里跳转的同时,传入的参数即为专利号,我们把它们保存下了,后面的post请求需要用到
可以看到,通过js跳转到了一个新窗口showViewList
viewQC.viewLiteraQCList[0].searchCondition.executableSearchExp:
非常关键, 这正是之前将它们保存下来的原因。 'viewQC.viewLiteraQCList[0].srcCnName':cnName,'viewQC.viewLiteraQCList[0].srcEnName':srcEnName,'viewQC.viewLiteraQCList[0].searchStrategy':'','viewQC.viewLiteraQCList[0].searchCondition.executableSearchExp':condition,'viewQC.viewLiteraQCList[0].searchCondition.sortFields':'-APD,+PD','viewQC.needSearch':'true','viewQC.type':'SEARCH','wee.bizlog.modulelevel':'0200604'
5. 下载文档
点击下载按钮,弹出一个新的界面,Nextwork中产生三个请求
第三个便是验证码对应的图片手动输入验证码后,首先通过
再向validateMask.shtml
进行验证码校验,并返回一个加密过后的mask串downloadLitera.do
发送post请求,完成下载!其中的参数,需要在之前自行确定。
6. 初步代码
很多细节问题需要考虑,这份代码只能算初步代码:
#coding=utf-8import requests, reimport Imagefrom pytesseract import *def get_verification_code(url): src = s.get(url).content open('temp_pic',"wb").write(src) pic=Image.open(r'./temp_pic') return image_to_string(pic)login_url = 'http://www.pss-system.gov.cn/sipopublicsearch/wee/platform/wee_security_check'host_url = 'http://www.pss-system.gov.cn/sipopublicsearch/portal/index.shtml'pic_url = 'http://www.pss-system.gov.cn/sipopublicsearch/portal/login-showPic.shtml'pic_mask = 'http://www.pss-system.gov.cn/sipopublicsearch/search/validateCode-showPic.shtml?params=2595D550022F3AC2E5D76ED4CAFD4D8E'search_url = 'http://www.pss-system.gov.cn/sipopublicsearch/search/smartSearch-executeSmartSearch.shtml'show_page = 'http://www.pss-system.gov.cn/sipopublicsearch/search/showSearchResult-startWa.shtml'show_list = 'http://www.pss-system.gov.cn/sipopublicsearch/search/search/showViewList.shtml'mask_check_url = 'http://www.pss-system.gov.cn/sipopublicsearch/search/validateMask.shtml'download_url = 'http://www.pss-system.gov.cn/sipopublicsearch/search/downloadLitera.do'down_head = { 'Accept':'text/html,application/xhtml+xml,application/xml;q=0.9,image/webp,*/*;q=0.8', 'Accept-Encoding':'gzip, deflate', 'Accept-Language':'en-US,en;q=0.8', 'Cache-Control':'max-age=0', 'Connection':'keep-alive', 'Content-Type':'application/x-www-form-urlencoded', 'Origin':'http://www.pss-system.gov.cn', 'Referer':'http://www.pss-system.gov.cn/sipopublicsearch/search/search/showViewList.shtml', 'Upgrade-Insecure-Requests':'1', 'User-Agent':'Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/50.0.2661.75 Safari/537.36'}s = requests.session()cookies = dict(cookies_are='working')s.get(host_url)vcode = get_verification_code(pic_url)login_data = { 'j_validation_code':vcode, 'j_loginsuccess_url':'http://www.pss-system.gov.cn/sipopublicsearch/portal/index.shtml', 'j_username':'emhhbmdzYW4xMjM=', 'j_password':'emhhbmdzYW4xMjM='}s.post(login_url,data=login_data,cookies=cookies)print "login!!\n-------------------"keywords = raw_input("please input keywords: ")cnt = 0search_data = { 'searchCondition.searchExp':keywords, 'searchCondition.dbId':'VDB', 'searchCondition.searchType':'Sino_foreign', 'wee.bizlog.modulelevel':'0200101'}result = s.post(search_url,data=search_data,cookies=cookies).contenttotal = int(re.search(r' 共.*?页 (.*?)条数据',result,re.S).group(1))print "total:",totalall_result = re.findall('javascript:viewLitera_search\(\'.*?\',\'(.*?)\',\'single\'\)',result,re.S)executableSearchExp = "VDB:(TBI=" + "'" + keywords + "')"literatureSF = "复合文本=(" + keywords + ")"while cnt <= total: cnt += 10 for cur in all_result: real_id = cur if 'CN' in cur : real_id = cur[:14] + '.' + cur[14:] condition = r"VDB:(ID='" + real_id + r"')" cnName = '检索式:复合文本=' + '(' + keywords + ')' srcEnName = 'SearchStatement:复合文本=' + '(' + keywords + ')' print real_id data_cur = { 'viewQC.viewLiteraQCList[0].srcCnName':cnName, 'viewQC.viewLiteraQCList[0].srcEnName':srcEnName, 'viewQC.viewLiteraQCList[0].searchStrategy':'', 'viewQC.viewLiteraQCList[0].searchCondition.executableSearchExp':condition, 'viewQC.viewLiteraQCList[0].searchCondition.sortFields':'-APD,+PD', 'viewQC.needSearch':'true', 'viewQC.type':'SEARCH', 'wee.bizlog.modulelevel':'0200604' } show = s.post(show_list,data = data_cur,cookies=cookies).content tmp = re.search('literaList\[0\] = \{(.*?)\};',show,re.S) if tmp == None: break; idlist = re.findall('"(.*?)"',tmp.group(1).replace(' ',''),re.S) # 解析验证码 vcode = get_verification_code(pic_mask) print vcode # 获取加密后的mask mask_data = { '':'', 'wee.bizlog.modulelevel':'02016', 'mask':vcode } kao = s.post(mask_check_url,data=mask_data,cookies=cookies).content #{"downloadCount":2,"downloadItems":null,"mask":"1a75026a-5138-4460-a35e-5ef60258d1d0","pass":true,"sid":null} mask_jm = re.search(r'"mask":"(.*?)"',kao,re.S).group(1) #print mask_jm data_down = { 'wee.bizlog.modulelevel':'02016', 'checkItems':'abstractCheck', '__checkbox_checkItems':'abstractCheck', 'checkItems':'TIVIEW', 'checkItems':'APO', 'checkItems':'APD', 'checkItems':'PN', 'checkItems':'PD', 'checkItems':'ICST', 'checkItems':'PAVIEW', 'checkItems':'INVIEW', 'checkItems':'PR', 'checkItems':'ABVIEW', 'checkItems':'ABSIMG', 'idList[0].id':idlist[0], 'idList[0].pn':idlist[3], 'idList[0].an':idlist[2], 'idList[0].lang':idlist[4], 'checkItems':'fullTextCheck', '__checkbox_checkItems':'fullTextCheck', 'checkItems':'fullImageCheck', '__checkbox_checkItems':'fullImageCheck', 'mask':mask_jm } down_page = s.post(download_url,data=data_down,headers=down_head,cookies=cookies).content open( cur + ".zip" ,"wb").write(down_page) kao_data = { "resultPagination.limit":"10", "resultPagination.sumLimit":"10", "resultPagination.start":cnt, "resultPagination.totalCount":total, "searchCondition.searchType":"Sino_foreign", "searchCondition.dbId":"", "searchCondition.extendInfo['MODE']":"MODE_GENERAL", "searchCondition.searchExp":keywords, "wee.bizlog.modulelevel":"0200101", "searchCondition.executableSearchExp":executableSearchExp, "searchCondition.literatureSF":literatureSF, "searchCondition.strategy":"", "searchCondition.searchKeywords":"", "searchCondition.searchKeywords":keywords } result = s.post(show_page,data=kao_data,cookies=cookies).content print "next page" all_result = re.findall('javascript:viewLitera_search\(\'.*?\',\'(.*?)\',\'single\'\)',result,re.S)
7. 效果展示
8. TODO
可能会继续更新