python爬虫总结心得

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通过几天的学习与尝试逐渐对python爬虫有了一些小小的心得,我们渐渐发现他们有很多共性,总是要去获取一系列的链接,读取网页代码,获取所需内容然后重复上面的工作,当自己运用的越来越熟练之后我们就会尝试着去总结一下爬虫的共性,试着去写个helper类以避免重复性劳动。

1.访问网站 #最简单的得到网页代码的方法

1 importurllib22 response = urllib2.urlopen("http://www.xx.com")3 print response.read()

2.伪装成浏览器(User-Agent,Referer等) #为了不被服务器禁止访问所以还是伪装成浏览器比较好

1 headers ={2 'User-Agent': 'Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.1; WOW64; Trident/5.0)',3 'Referer':'http://www.xx.com/xx',4 'Accept':'application/javascript, */*;q=0.8'

5 }6 response = urllib2.Request(url = "http://www.xx.com",data = None,headers = headers)

3.Post数据转码

1 importurllib,urllib22 values ={3 'username':'xxx',4 'password':'xxx',5 'key':'xxx'

6 }7 postdata =urllib.urlencode(values)8 response = urllib2.Request(url,data = postdata)

4.Cookies

1 importurllib2,cookielib2 cookie_handler =urllib2.HTTPCookieProcessor(cookielib.CookieJar())3 opener =urllib2.build_opener(cookie_handler)4 urllib2.install_opener(opener)5 response = urllib2.urlopen(url)

5.代理服务器 #重复多次访问同一网址 结果被封了ip或限制了访问次数

1 importurllib22 proxy_handler = urllib2.ProxyHandler({"http" : '42.121.6.80:8080'})3 opener =urllib2.build_opener(proxy_handler)4 urllib2.install_opener(opener)5 response = urllib2.urlopen(url)

问:如果想cookie和proxy一起用怎么办?

答:urllib2.build_opener可以放多个参数,即handler 如:BaseHandler,ProxyHandler,HTTPHandler,FileHandler,FTPHandler,CacheFTPHandler等等等等

6.gzip #现在普遍支持gzip压缩,我们默认获取压缩后的网页,大大提高了抓取网页的效率,减少了带宽负荷。

1 importurllib2,zlib2 req =urllib2.Request(url)3 req.add_header('Accept-encoding', 'gzip')4 response = urllib2.urlopen(req, timeout=120)5 html =response.read()6 gzipped = response.headers.get('Content-Encoding')7 ifgzipped:8 html = zlib.decompress(html, 16+zlib.MAX_WBITS)

7.其他

设置线程栈大小:栈大小显著影响python的内存占用,方法如下:

1 from threading import stack_size2 stack_size(32768*16)

设置超时

1 importsocket2 socket.setdefaulttimeout(10) #设置10秒后连接超时

失败后重试

1 def get(self,req,retries=3):2 try:3 response =self.opener.open(req)4 data =response.read()5 exceptException , what:6 printwhat,req7 if retries>0:8 return self.get(req,retries-1)9 else:10 print 'GET Failed',req11 return ''

12 return data

根据以上内容,我们可以写出便于配置解决重复性工作的自己的helper类:

python爬虫总结心得

python爬虫总结心得

1 #-*- coding: utf-8 -*-

2 importcookielib, urllib, urllib2, socket3 importzlib,StringIO4 classHttpClient:5 __cookie =cookielib.CookieJar()6 #代理设置,需要时添加(后续设置为多代理切换)

7 #__proxy_handler = urllib2.ProxyHandler({"http" : '42.121.6.80:8080'})

8 __req = urllib2.build_opener(urllib2.HTTPCookieProcessor(__cookie))#,__proxy_handler)

9 __req.addheaders =[10 ('Accept', 'application/javascript, */*;q=0.8'),11 ('User-Agent', 'Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.1; WOW64; Trident/5.0)')12 ]13 urllib2.install_opener(__req)14

15 def Get(self, url, refer=None,retries=3):16 try:17 req =urllib2.Request(url)18 req.add_header('Accept-encoding', 'gzip')19 if not (refer isNone):20 req.add_header('Referer', refer)21 response = urllib2.urlopen(req, timeout=120)22 html =response.read()23 gzipped = response.headers.get('Content-Encoding')24 ifgzipped:25 html = zlib.decompress(html, 16+zlib.MAX_WBITS)26 returnhtml27 exceptException,what:28 printwhat29 if retries>0:30 return self.Get(url,refer,retries-1)31 else:32 print "Get Failed",url33 return ''

34 #except urllib2.HTTPError, e:

35 #return e.read()

36 #except socket.timeout, e:

37 #return ''

38 #except socket.error, e:

39 #return ''

40

41 def Post(self, url, data, refer=None):42 try:43 req =urllib2.Request(url, urllib.urlencode(data))44 #req = urllib2.Request(url,data)

45 if not (refer isNone):46 req.add_header('Referer', refer)47 return urllib2.urlopen(req, timeout=120).read()48 excepturllib2.HTTPError, e:49 returne.read()50 exceptsocket.timeout, e:51 return ''

52 exceptsocket.error, e:53 return ''

54

55 defDownload(self, url, file):56 output = open(file, 'wb')57 output.write(urllib2.urlopen(url).read())58 output.close()59

60 defgetCookie(self, key):61 for c in self.__cookie:62 if c.name ==key:63 returnc.value64 return ''

65

66 defsetCookie(self, key, val, domain):67 ck = cookielib.Cookie(version=0, name=key, value=val, port=None, port_specified=False, domain=domain, domain_specified=False, domain_initial_dot=False, path='/', path_specified=True, secure=False, expires=None, discard=True, comment=None, comment_url=None, rest={'HttpOnly': None}, rfc2109=False)68 self.__cookie.set_cookie(ck)

HttpClient

至于多线程就参考网上找的这段代码好了,还支持并发。。。

python爬虫总结心得

python爬虫总结心得

1 from threading importThread2 from Queue importQueue3 from time importsleep4 #q是任务队列

5 #NUM是并发线程总数

6 #JOBS是有多少任务

7 q =Queue()8 NUM = 2

9 JOBS = 10

10 #具体的处理函数,负责处理单个任务

11 defdo_somthing_using(arguments):12 printarguments13 #这个是工作进程,负责不断从队列取数据并处理

14 defworking():15 whileTrue:16 arguments =q.get()17 do_somthing_using(arguments)18 sleep(1)19 q.task_done()20 #fork NUM个线程等待队列

21 for i inrange(NUM):22 t = Thread(target=working)23 t.setDaemon(True)24 t.start()25 #把JOBS排入队列

26 for i inrange(JOBS):27 q.put(i)28 #等待所有JOBS完成

29 q.join()

ThreadDemo

爬虫就靠一段落吧,更深入的爬虫框架以及html解析库暂时放一放,让我考虑考虑接下来的内容,是pygame还是django!

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