用python进行分布式网页数据抓取（三）—— 编码实现

呵呵，前两节好像和python没多大关系。。这节完全是贴代码，

 

这是我第一次写python，很多地方比较乱，主要就看看逻辑流程吧。

 

对于编码格式确实搞得我头大。。取下来页面不知道是什么编码，所以先找charset，然后转unicode。统一在unicode下操作，但是数据库是utf8的，WINDOWS的控制台又必须是gbk的，但是我IDE控制台必须是utf8的。。所以才会有DEBUG这个变量存在。。。主要是为了控制输出编码。

 

本程序连跑了24小时，然后分布式在10台机器上部署，长时间续航基本没有问题。

之后每天将进行10万次网页的爬取。

 

源码如下：

 

 

内容爬取及工具

 

'''Created on 2010-9-15@author: chenggong'''import urllib2import reimport socketDEBUG = 0'''工具类'''class Tools(): #log函数 @staticmethod def writelog(level,info,notify=False): if DEBUG == 0: try: print "["+level+"]"+info.decode('UTF-8').encode('GBK') except: print "["+level+"]"+info.encode('GBK') else: print "["+level+"]"+info #if notify: # print "[notify]报告管理员!!" #转unicode @staticmethod def toUnicode(s,charset): if( charset == "" ): return s else: try: u = unicode( s, charset ) except: u = "" return u #正则抓取 #@param single 是否只抓取一个 @staticmethod def getFromPatten(patten,src,single=False): rst = ""; p = re.compile(patten,re.S) all = p.findall(src) for matcher in all: rst += matcher + " " if( single ): break return rst.strip()'''网页内容爬虫'''class PageGripper(): URL_OPEN_TIMEOUT = 10 #网页超时时间 MAX_RETRY = 3 #最大重试次数 def __init__(self): socket.setdefaulttimeout(self.URL_OPEN_TIMEOUT) #获取字符集 def getCharset(self,s): rst = Tools.getFromPatten(u'charset=(.*?)"',s,True) if rst != "": if rst == "utf8": rst = "utf-8" return rst #尝试获取页面 def downloadUrl(self,url): charset = "" page = "" retry = 0 while True: try: fp = urllib2.urlopen(url) break except urllib2.HTTPError,e: #状态错误 Tools.writelog('error','HTTP状态错误 code='+e.code) raise urllib2.HTTPError except urllib2.URLError,e: #网络错误超时 Tools.writelog('warn','页面访问超时,重试..') retry+=1 if( retry > self.MAX_RETRY ): Tools.writelog('warn','超过最大重试次数,放弃') raise urllib2.URLError while True: line = fp.readline() if charset == "": charset = self.getCharset(line) if not line: break page += Tools.toUnicode(line,charset) fp.close() return page #获取页面 def getPageInfo(self,url): Tools.writelog( "info","开始抓取网页,url= "+url) info = "" try: info = self.downloadUrl(url) except: raise Tools.writelog("debug","网页抓取成功") return info'''内容提取类'''class InfoGripper(): pageGripper = PageGripper() def __init__(self): Tools.writelog('debug',"爬虫启动") #抓取标题 def griptitle(self,data): title = Tools.getFromPatten(u'box2t sp"><h3>(.*?)</h3>', data, True) if title == "": title = Tools.getFromPatten(u'<title>(.*?)[-<]',data,True) return title.strip() #抓取频道 def gripchannel(self,data): zone = Tools.getFromPatten(u'频道：(.*?)</span>',data,True) channel = Tools.getFromPatten(u'<a.*?>(.*?)</a>',zone,True) return channel #抓取标签 def griptag(self,data): zone = Tools.getFromPatten(u'标签：(.*?)</[^a].*>',data,True); rst = Tools.getFromPatten(u'>(.*?)</a>',zone,False); return rst #抓取观看次数 def gripviews(self,data): rst = Tools.getFromPatten(u'已经有<em class="hot" id="viewcount">(.*?)</em>次观看',data); return rst #抓取发布时间 def griptime(self,data): rst = Tools.getFromPatten(u'在<em>(.*?)</em>发布',data,True) return rst #抓取发布者 def gripuser(self,data): rst = Tools.getFromPatten(u'title="点击进入(.*?)的用户空间"',data,True) return rst #获取页面字符集 def getPageCharset(self,data): charset = Tools.getFromPatten(u'charset=(.*?)"',data,True) if( charset == "utf8" ): charset = "utf-8" return charset #获取CC相关数据 def getCCData(self,data): zone = Tools.getFromPatten(u'SWFObject(.*?)</script>',data,True) #判断是否使用bokecc播放 isFromBokeCC = re.match('.*bokecc.com.*', zone) if( not isFromBokeCC ): return "","" ccSiteId = Tools.getFromPatten(u'siteid=(.*?)[&,"]',zone,True) ccVid = Tools.getFromPatten(u'vid=(.*?)[&,"]',zone,True) return ccSiteId,ccVid #获取站内vid def gripVideoId(self,data): vid = Tools.getFromPatten(u'var vid = "(.*?)"',data,True) return vid #获取点击量 def gripViewsAjax(self,vid,url,basedir): host = Tools.getFromPatten(u'http://(.*?)/',url,True) ajaxAddr = "http://" + host + basedir + "/index.php/ajax/video_statistic/" + vid ''' try: content = self.pageGripper.getPageInfo(ajaxAddr) except Exception,e: print e Tools.writelog ("error", ajaxAddr+u"抓取失败") return "error" ''' Tools.writelog('debug', u"开始获取点击量,url="+ajaxAddr) while True: try: fp = urllib2.urlopen(ajaxAddr) break except urllib2.HTTPError,e: #状态错误 Tools.writelog('error','HTTP状态错误 code='+"%d"%e.code) return "" except urllib2.URLError,e: #网络错误超时 Tools.writelog('warn','页面访问超时,重试..') retry+=1 if( retry > self.MAX_RETRY ): Tools.writelog('warn','超过最大重试次数,放弃') return "" content = fp.read() fp.close() views = Tools.getFromPatten(u'"viewcount":(.*?),',content,True) views = views.replace('"','') return views #从网页内容中爬取点击量 def gripViewsFromData(self,data): views = Tools.getFromPatten(u'已经有<.*?>(.*?)<.*?>次观看',data,True) return views def gripBaseDir(self,data): dir = Tools.getFromPatten(u"base_dir = '(.*?)'",data,True) return dir #抓取数据 def gripinfo(self,url): try: data = self.pageGripper.getPageInfo(url) except: Tools.writelog ("error", url+" 抓取失败") raise Tools.writelog('info','开始内容匹配') rst = {} rst['title'] = self.griptitle(data) rst['channel'] = self.gripchannel(data) rst['tag'] = self.griptag(data) rst['release'] = self.griptime(data) rst['user'] = self.gripuser(data) ccdata = self.getCCData(data) rst['ccsiteId'] = ccdata[0] rst['ccVid'] = ccdata[1] views = self.gripViewsFromData(data) if views =="" or not views: vid = self.gripVideoId(data) basedir = self.gripBaseDir(data) views = self.gripViewsAjax(vid,url,basedir) if( views == "" ): views = "error" if( views == "error"): Tools.writelog("error","获取观看次数失败") Tools.writelog("debug","点击量:"+views) rst['views'] = views Tools.writelog('debug','title=%s,channel=%s,tag=%s'%(rst['title'],rst['channel'],rst['tag'])) return rst'''单元测试'''if __name__ == '__main__': list = [ 'http://008yx.com/xbsp/index.php/video/index/3138', 'http://vblog.xwhb.com/index.php/video/index/4067', 'http://demo.ccvms.bokecc.com/index.php/video/index/3968', 'http://vlog.cnhubei.com/wuhan/20100912_56145.html', 'http://vlog.cnhubei.com/html/js/30271.html', 'http://www.ddvtv.com/index.php/video/index/15', 'http://boke.2500sz.com/index.php/video/index/60605', 'http://video.zgkqw.com/index.php/video/index/334', 'http://yule.hitmv.com/html/joke/27041.html', 'http://www.ddvtv.com/index.php/video/index/11', 'http://www.zgnyyy.com/index.php/video/index/700', 'http://www.kdianshi.com/index.php/video/index/5330', 'http://www.aoyatv.com/index.php/video/index/127', 'http://v.ourracing.com/html/channel2/64.html', 'http://v.zheye.net/index.php/video/index/93', 'http://vblog.thmz.com/index.php/video/index/7616', 'http://kdianshi.com/index.php/video/index/5330', 'http://tv.seeyoueveryday.com/index.php/video/index/95146', 'http://sp.zgyangzhi.com/html/ji/2.html', 'http://www.xjapan.cc/index.php/video/index/146', 'http://www.jojy.cn/vod/index.php/video/index/399', 'http://v.cyzone.cn/index.php/video/index/99', ] list1 = ['http://192.168.25.7:8079/vinfoant/versionasdfdf'] infoGripper = InfoGripper() for url in list: infoGripper.gripinfo(url) del infoGripper

 

 

WEB服务及任务调度

 

'''Created on 2010-9-15@author: chenggong'''# -*- coding: utf-8 -*-import string,cgi,timefrom os import curdir,sepfrom BaseHTTPServer import BaseHTTPRequestHandler,HTTPServerfrom InfoGripper import *import reimport MySQLdbimport timeimport threadingimport urllibimport urllib2PORT = 8079VERSION = 0.1DBCHARSET = "utf8"PARAMS = [ 'callback', 'sessionId', 'retry', 'retryInterval', 'dbhost', 'dbport', 'db', 'dbuser', 'dbpass', 'videoId' ]DBMAP = ['video_id', 'ccsiteid', 'ccvid', 'desc_url', 'site_id', 'title', 'post_time', 'author', 'elapse', 'channel', 'tags', 'create_time', 'check_time', 'status']'''ERROR CODE定义'''ERR_OK = 0ERR_PARAM = 1ERR_HTTP_TIMEOUT = 5ERR_HTTP_STATUS = 6ERR_DB_CONNECT_FAIL = 8ERR_DB_SQL_FAIL = 9ERR_GRIPVIEW = 11ERR_UNKNOW = 12'''数据库适配器'''class DBAdapter(object): def __init__(self): self.param = {'ip':'', 'port':0, 'user':'', 'pw':'', 'db':''} self.connect_once = False #是否连接过数据库 ''' 创建/更新数据库连接池 ''' def connect(self,ip,port,user,pw,db): if( ip != self.param['ip'] or port != self.param['port'] or user != self.param['user'] or pw != self.param['pw'] or db != self.param['db']): Tools.writelog('info','更换数据库连接池,ip='+ip+',port='+port+',user='+user+',pw='+pw+',db='+db) try: if self.connect_once == True: #释放上次连接 self.cur.close() self.conn.close() self.conn=MySQLdb.connect(user=user,passwd=pw,db=db,host=ip,port=int(port)) self.conn.set_character_set(DBCHARSET) self.connect_once = True self.cur=self.conn.cursor(MySQLdb.cursors.Cursor) self.param['ip'] = ip self.param['port'] = port self.param['user'] = user self.param['pw'] = pw self.param['db'] = db except: Tools.writelog('error',u'数据库连接失败',True) raise else: Tools.writelog('info',u'数据库连接成功') ''' 执行SQL语句 ''' def execute(self,sql): Tools.writelog('debug',u'执行SQL: '+sql) try: self.cur.execute(sql) except: Tools.writelog('error',u'SQL执行错误:'+sql) raise ''' 查询数据库 ''' def query(self,sql): row = {} self.execute(sql) row=self.cur.fetchall() return row ''' 视频错误 ''' def updateErr(self,videoId): nowtime = time.strftime('%Y-%m-%d-%H-%M-%S',time.localtime(time.time())) sql = "UPDATE videos SET " sql += "check_time='" + nowtime +"'," sql += "status=-1 " sql += "WHERE video_id="+videoId self.execute(sql) self.conn.commit() ''' 更新查询结果 ''' def update(self,obj,videoId,isUpdateTitle=True): Tools.writelog('debug','开始更新数据库') try: #更新video表 sql = "UPDATE videos SET " if(obj['ccsiteId'] !="" ): sql += "ccsiteid='" + obj['ccsiteId'] + "'," if(obj['ccVid'] != "" ): sql += "ccvid='" + obj['ccVid'] + "'," if isUpdateTitle: sql += "title='" + obj['title'] + "'," sql += "post_time='" + obj['release'] + "'," sql += "author='" + obj['user'] + "'," sql += "channel='" + obj['channel'] + "'," sql += "tags='" + obj['tag'] + "'," nowtime = time.strftime('%Y-%m-%d-%H-%M-%S',time.localtime(time.time())) sql += "check_time='" + nowtime +"'," sql += "status=0 " sql += "WHERE video_id="+videoId self.execute(sql) #更新count表 if( obj['views'] != 'error' ): nowdate = time.strftime('%Y-%m-%d',time.localtime(time.time())) sql = "SELECT * FROM counts WHERE " sql += "date = '" + nowdate + "' and video_id=" + videoId rst = self.query(sql) if len(rst) > 0:#如果当天已有记录，则更新 sql = "UPDATE counts SET count="+obj['views'] sql +=" WHERE video_id=" + videoId + " AND date='" + nowdate+ "'" else:#否则插入 sql = "INSERT INTO counts VALUES" sql += "(null," +videoId+",'"+nowdate+"',"+obj['views'] + ")" self.execute(sql) self.conn.commit() Tools.writelog('debug', "db commit ok") return ERR_OK except Exception,e: print e return ERR_DB_SQL_FAIL'''任务线程类'''class TaskThread(threading.Thread): def setTaskTool(self,dbAdapter,gripper): self.dbAdapter = dbAdapter self.gripper = gripper def setParam(self,param): self.param = param self.videoId = param['videoId'] assert self.videoId != "" def init(self): self.views = "0" self.errcode = ERR_OK def run(self): Tools.writelog('debug','开始爬虫任务,sessionId='+self.param['sessionId']) self.init() try: #更新数据库连接 self.dbAdapter.connect(self.param['dbhost'],self.param['dbport'],self.param['dbuser'],self.param['dbpass'],self.param['db']) except: self.errcode = ERR_DB_CONNECT_FAIL #数据库连接失败 callback(self.errcode) return #查询该vid的视频 sql = "SELECT " for column in DBMAP: sql += column if column != DBMAP[len(DBMAP)-1]: sql += "," sql += " FROM videos" sql += " WHERE video_id="+self.videoId video = self.dbAdapter.query(sql) assert not (len(video)>1 or len(video)==0) #有且仅有一条记录 url = video[0][3] assert url != "" try: rst = self.gripper.gripinfo(url) except urllib2.HTTPError,e: self.errcode = ERR_HTTP_STATUS #HTTP状态错误 self.dbAdapter.updateErr(self.videoId) except urllib2.URLError,e: self.errcode = ERR_HTTP_TIMEOUT #HTTP连接超时 self.dbAdapter.updateErr(self.videoId) except: self.errcode = ERR_UNKNOW #未知错误 self.dbAdapter.updateErr(self.videoId) else: self.views = rst['views'] if self.views == "error": self.views = "-1" self.errcode = ERR_GRIPVIEW #数据抓取成功，点击量抓取失败 #更新数据库(特殊处理，如果原title中有 "-" 则不更新title字段) title = video[0][5] assert title != "" if re.match('.*-.*', title): self.errocde = self.dbAdapter.update(rst,self.videoId,True) else: self.errcode = self.dbAdapter.update(rst,self.videoId) self.callback(self.errcode) Tools.writelog('info','任务结束,sessionId='+self.param['sessionId']) return def callback(self,errcode): results = {'errorcode':errcode,'count':int(self.views)} results = urllib.urlencode(results) results = results.replace('&', '%26') url = self.param['callback'] url += "?" url += "sessionId=" + self.param['sessionId'] url += "&results=" + results retry = 0 while True: try: Tools.writelog('debug',"回调主控,url="+url) urllib2.urlopen(url) Tools.writelog('debug','回调成功') break except urllib2.URLError, e: #超时、错误 Tools.writelog('debug','回调主控超时,%s秒后重试'%self.param['retryInterval']) retry+=1 time.sleep(int(self.param['retryInterval'])) if( retry > int(self.param['retry'])): Tools.writelog('error','回调主控失败') return '''WEB服务类'''class MyHandler(BaseHTTPRequestHandler): dbAdapter = DBAdapter() gripper = InfoGripper() def pageSuccess(self): self.send_response(200) self.send_header('Content-type', 'text/html') self.end_headers() def pageFail(self): self.send_error(404, "not found") def getValue(self,param): src = self.path + '&' reg = param + '=' + '(.*?)&' value = Tools.getFromPatten(reg,src,True) return value def do_GET(self): isGetVersion = re.match('.*vinfoant/version.*', self.path) isTask = re.match('.*vinfoant/run.*', self.path) if( isGetVersion ): self.pageSuccess() self.wfile.write(VERSION) elif( isTask ): self.pageSuccess() param = {} for p in PARAMS: param[p] = self.getValue(p) #获取各项参数 taskThread = TaskThread() taskThread.setTaskTool(self.dbAdapter, self.gripper) taskThread.setParam(param) taskThread.start()#启动任务线程 self.wfile.write("ok") else: self.pageFail() return '''启动WEB服务，全局入口'''def startHttpd(): try: Tools.writelog('debug','httpd start..listen on '+str(PORT)) httpd = HTTPServer(('',PORT), MyHandler ) Tools.writelog('debug','success') httpd.serve_forever() except KeyboardInterrupt: Tools.writelog('debug','httpd close..') httpd.socket.close() if __name__ == '__main__': startHttpd()