VII Python（7）爬虫
VII Python（7）爬虫
网络爬虫（网页蜘蛛）：
python访问互联网：
urllib和urllib2模块（python2.*分urllib和urllib2；python3..4.1中把urllib和urllib2合并统一为一个包package，注意版本3是包不是模块）；
json模块（json轻量级的数据交换格式，此处对其应用是用字符串形式将python的数据结构封装起来）；
URL的一般格式：
protocol://hostname[:port]/path/to/file
protocal有：http、https、ftp、file、ed2k
In [1]: import urllib
In [2]: dir(urllib)
……
'urlopen',
'urlretrieve']
In [6]: help(urllib.urlopen)
urlopen(url, data=None, proxies=None)
Create a file-like object for the specified URL to read from.
In [18]: help(urllib.urlretrieve)
urlretrieve(url, filename=None,reporthook=None, data=None)
In [19]: help(urllib.urlencode)
urlencode(query, doseq=0)
Encode a sequence of two-element tuples or dictionary into a URL querystring.
In [1]: import urllib2
In [2]: help(urllib2.urlopen)
urlopen(url, data=None, timeout=<objectobject>)
In [8]: help(urllib2.Request)
__init__(self, url, data=None, headers={},origin_req_host=None, unverifiable=False)
add_header(self, key, val)
In [19]: help(urllib2.ProxyHandler)
__init__(self, proxies=None)
proxy_open(self, req, proxy, type)
In [23]: import json
In [24]: json.<TAB>
json.JSONDecoder json.decoder json.dumps json.load json.scanner
json.JSONEncoder json.dump json.encoder json.loads
In [24]: help(json.loads)
loads(s, encoding=None, cls=None,object_hook=None, parse_float=None, parse_int=None, parse_constant=None,object_pairs_hook=None, **kw)
Deserialize ``s`` (a ``str`` or ``unicode`` instance containing a JSON
document) to a Python object.
In [10]: import time
In [11]: time.<TAB>
time.accept2dyear time.clock time.gmtime time.sleep time.struct_time time.tzname
time.altzone time.ctime time.localtime time.strftime time.time time.tzset
time.asctime time.daylight time.mktime time.strptime time.timezone
In [11]: help(time.sleep)
sleep(...)
sleep(seconds)
举例1：
In [13]: response=urllib.urlopen('http://www.FishC.com')
In [14]: html=response.read()
In [15]: print html #（若此处打印的内容（即是网页中审查元素看到的代码）不规整，则要根据网站编码进行转码，html=html.decode('utf-8')）
<!DOCTYPE html PUBLIC "-//W3C//DTDXHTML 1.0 Strict//EN"
"http://www.w3.org/TR/xhtml1/DTD/xhtml1-strict.dtd">
<!--
(c) 2011 慕ubom铆r Krupa, CCBY-ND 3.0
-->
<htmlxmlns="http://www.w3.org/1999/xhtml">
<head>
<metahttp-equiv="content-type" content="text/html; charset=utf-8" />
……
In [19]: response.<TAB> #（对于打开的网页，可施加的方法或属性，geturl()得到访问的地址，info()返回的是文件对象（内容是请求的网页的代码），getcode()返回的是http的状态码）
response.close response.fp response.headers response.read response.url
response.code response.getcode response.info response.readline
response.fileno response.geturl response.next response.readlines
In [19]: response.geturl()
Out[19]: 'http://www.FishC.com'
In [20]: response.info()
Out[20]: <httplib.HTTPMessage instanceat 0x16a7b48>
In [21]: print response.info
<bound method addinfourl.info of<addinfourl at 23755304 whose fp = <socket._fileobject object at0x15abbd0>>>
In [22]:response.getcode()
Out[22]: 200
举例2（保存网站placekitten.com中的图片）：
[root@localhost ~]# vim download_cat.py
-----------------------script start-----------------------
#!/usr/bin/python2.7
#filename:download_cat.py
import urllib
response=urllib.urlopen('http://placekitten.com/g/500/600')
cat_img=response.read()
with open('cat_500_600.jpg','wb') as f:
f.write(cat_img)
----------------------script end--------------------------
[root@localhost ~]# chmod 755download_cat.py
[root@localhost ~]# python2.7 download_cat.py
[root@localhost ~]# ll cat_500_600.jpg
-rw-r--r--. 1 root root 26590 Jun 19 22:10 cat_500_600.jpg
举例3（模拟在线浏览器翻译）：
网页中右键审查元素-->Network-->找到如下信息，在Headers中的内容是我们需要的
Headers中，General段中的RequestURL（用此处的地址才可翻译），Request Headers段中的User-Agent（服务器用来判断是否非人类访问，不过此处信息可自定义），From Data（POST提交的主要内容）
注：GET（从server请求获得数据）；POST（向指定server提交被处理的数据）
[root@localhost ~]# vim translation.py
---------------------------script start------------------------
#!/usr/bin/python2.7
#filename:translation.py
import urllib
import json
content=raw_input('please input translatecontent: ')
url='http://fanyi.youdao.com/translate?smartresult=dict&smartresult=rule&smartresult=ugc&sessionFrom=dict2.index'
data={}
data['type']='AUTO'
data['i']=content
data['doctype']='json'
data['xmlVersion']='1.8'
data['keyfrom']='fanyi.web'
data['ue']='UTF-8'
data['action']='FY_BY_CLICKBUTTON'
data['typoResult']='true'
data=urllib.urlencode(data)
response=urllib.urlopen(url,data)
html=response.read()
target=json.loads(html)
print 'Translate the result: %s' %(target['translateResult'][0][0]['tgt'])
-----------------------------script end---------------------------
[root@localhost ~]# python2.7 translation.py
please input translate content: girl
Translate the result: 女孩
注：
此脚本优化：
可将代码放在while循环中，当输入quit或q时退出；
此脚本不能运行在生产环境中，因为server会根据User-Agent判断是人工访问还是机器代码访问，若机器代码访问多了会被server屏蔽，解决方法：隐藏修改User-Agent，（1）先事先定义好head={'User-Agend':'……'}再传递给urllib2.Request(url,data,head)；（2）在请求urllib2.Request(url,data)之后通过urllib2.Request.add_header()添加；
修改User-Agent方法虽可行，但server还会根据IP访问的次数，在超过预值（阈值）会认为是网络爬虫，server会要求其填验证码之类的，若是用户可识别验证码，但以上脚本仍无法应付会被屏蔽，解决方法：（1）通过time模块延迟提交时间time.sleep(3)，让脚本代码（爬虫）看上去是人类在正常访问；（2）使用代理IP（推荐使用此方法）
注：
使用代理IP三步骤：
1）proxy_support=urllib2.ProxyHandler({'http':'112.111.53.173:8888'})，注意此方法扩号中要是一个字典，格式：urllib2.ProxyHandler('类型':'代理ip:port'）；
2）定制、创建一个opener（可理解为私人定制），opener=urllib2.build_opener(proxy_support)；
3）安装opener，urllib2.install_opener(opener)，opener.open(url)；
举例4（优化例3，修改User-Agent，使用方法1）：
[root@localhost ~]# vim translation.py
----------------------script start--------------------
#!/usr/bin/python2.7
#filename:translation.py
import urllib
import urllib2
import json
while True:
content=raw_input('please input translate content: ')
if content=='q':
break
url='http://fanyi.youdao.com/translate?smartresult=dict&smartresult=rule&smartresult=ugc&sessionFrom=dict2.index'
head={}
head['User-Agend']='Mozilla/5.0(Windows NT 6.1; WOW64) AppleWebKit/537.36 (KHTML, like Gecko)Chrome/44.0.2403.155 Safari/537.36'
data={}
data['type']='AUTO'
data['i']=content
data['doctype']='json'
data['xmlVersion']='1.8'
data['keyfrom']='fanyi.web'
data['ue']='UTF-8'
data['action']='FY_BY_CLICKBUTTON'
data['typoResult']='true'
data=urllib.urlencode(data)
req=urllib2.Request(url,data,head)
response=urllib2.urlopen(req)
html=response.read()
target=json.loads(html)
print 'Translate the result: %s' %(target['translateResult'][0][0]['tgt'])
------------------------------script end----------------------
[root@localhost ~]# python2.7 translation.py
please input translate content: ladies
Translate the result: 女士们
please input translate content: gentleman
Translate the result: 绅士
please input translate content: q
举例5（优化例3，修改User-Agent，使用方法2）：
[root@localhost ~]# vim translation.py
------------------------script start---------------------
#!/usr/bin/python2.7
#filename:translation.py
import urllib
import urllib2
import json
while True:
content=raw_input('please input translate content: ')
if content=='q':
break
url='http://fanyi.youdao.com/translate?smartresult=dict&smartresult=rule&smartresult=ugc&sessionFrom=dict2.index'
#head={}
#head['User-Agend']='Mozilla/5.0 (Windows NT 6.1; WOW64)AppleWebKit/537.36 (KHTML, like Gecko) Chrome/44.0.2403.155 Safari/537.36'
data={}
data['type']='AUTO'
data['i']=content
data['doctype']='json'
data['xmlVersion']='1.8'
data['keyfrom']='fanyi.web'
data['ue']='UTF-8'
data['action']='FY_BY_CLICKBUTTON'
data['typoResult']='true'
data=urllib.urlencode(data)
req=urllib2.Request(url,data)
req.add_header('User-Agent','Mozilla/5.0(Windows NT 6.1; WOW64) AppleWebKit/537.36 (KHTML, like Gecko)Chrome/44.0.2403.155 Safari/537.36')
response=urllib2.urlopen(req)
html=response.read()
target=json.loads(html)
print 'Translate the result: %s' %(target['translateResult'][0][0]['tgt'])
----------------------------script end---------------------------
[root@localhost ~]# python2.7 translation.py
please input translate content: cat
Translate the result: 猫
please input translate content: dog
Translate the result: 狗
please input translate content: q
举例6（优化例3，使用代码频繁访问翻译server防止将我们的IP屏蔽，方法一延迟提交时间，这样在每翻译一个条目后间隔3s才允许翻译下个条目）：
[root@localhost ~]# vim translation.py
----------------script start----------------
#filename:translation.py
import urllib
import urllib2
import json
import time
while True:
……
time.sleep(3)
-----------------script end----------------
[root@localhost ~]# python2.7 translation.py
please input translate content: chinese
Translate the result: 中国
please input translate content: japanese
Translate the result: 日本
please input translate content: q#!/usr/bin/python2.7
举例7（使用代理访问网页）：
准备（通过http://www.whatismyip.com.tw/得到当前正在使用的IP，通过http://www.xicidaili.com/得到代理IP）
[root@localhost ~]# vim proxy_egg.py
---------------------script start--------------------
#!/usr/bin/python2.7
#filename:proxy_egg.py
import urllib2
import random
url='http://www.whatismyip.com.tw'
ip_list=['110.6.35.181:8888','122.193.55.64:81']
proxy_support=urllib2.ProxyHandler({'http':random.choice(ip_list)})
opener=urllib2.build_opener(proxy_support)
#opener.addheaders=[('User-Agend','Mozilla/5.0(Windows NT 6.1; WOW64) AppleWebKit/537.36 (KHTML, like Gecko)Chrome/44.0.2403.155 Safari/537.36')]
urllib2.install_opener(opener)
response=urllib2.urlopen(url)
html=response.read()
print html
-------------------------scirpt end------------------------
[root@localhost ~]# python2.7 proxy_egg.py
<html>
<head>
<meta http-equiv="Content-Type" content="text/html;charset=utf-8"/>
<meta name="description" content="我的IP查詢"/>
<meta name="keywords" content="查ip,ip查詢,查我的ip,我的ip位址,我的ip位置,偵測我的ip,查詢我的ip,查看我的ip,顯示我的ip,whatis my IP,whatismyip,my IP address,my IP proxy"/>
<title>我的IP位址查詢</title>
</head>
<body>
<h1>IP位址</h1> <h2>122.193.55.64</h2>
<scripttype="text/javascript">
var sc_project=6392240;
var sc_invisible=1;
var sc_security="65d86b9d";
var scJsHost = (("https:" ==document.location.protocol) ? "https://secure." :"http://www.");
document.write("<sc"+"ripttype='text/javascript' src='" + scJsHost +"statcounter.com/counter/counter.js'></"+"script>");
</script>
<noscript><divclass="statcounter"><a title="websitestatistics"href="http://statcounter.com/" target="_blank"><imgclass="statcounter" src="http://c.statcounter.com/6392240/0/65d86b9d/1/"alt="website statistics"></a></div></noscript>
</body>
</html>
举例8（优化例3，使用脚本代码频繁访问翻译server，防止server将我们的IP屏蔽，方法二使用代理IP）：
注：使用免费代理IP极不稳定，应尽可能在ip_list中多加一些代理IP
[root@localhost ~]# vim translation.py
-----------------------script start-------------------
#!/usr/bin/python2.7
#filename:translation.py
import urllib
import urllib2
import json
import random
while True:
content=raw_input('please input translate content: ')
if content=='q':
break
url='http://fanyi.youdao.com/translate?smartresult=dict&smartresult=rule&smartresult=ugc&sessionFrom=dict2.index'
ip_list=['123.185.109.86:8888','124.235.47.141:8888']
proxy_support=urllib2.ProxyHandler({'http':random.choice(ip_list)})
opener=urllib2.build_opener(proxy_support)
opener.addheaders=[('User-Agend','Mozilla/5.0 (Windows NT 6.1; WOW64)AppleWebKit/537.36 (KHTML, like Gecko) Chrome/44.0.2403.155 Safari/537.36')]
urllib2.install_opener(opener)
data={}
data['type']='AUTO'
data['i']=content
data['doctype']='json'
data['xmlVersion']='1.8'
data['keyfrom']='fanyi.web'
data['ue']='UTF-8'
data['action']='FY_BY_CLICKBUTTON'
data['typoResult']='true'
data=urllib.urlencode(data)
req=urllib2.Request(url,data)
response=urllib2.urlopen(req)
html=response.read()
target=json.loads(html)
print 'Translate the result: %s' %(target['translateResult'][0][0]['tgt'])
----------------scipt end----------------
[root@localhost ~]# python2.7 translation.py
please input translate content: boy
Translate the result: 男孩
please input translate content: girl
Translate the result: 女孩
please input translate content: man
Traceback (most recent call last):
File "translation.py", line 32, in <module>
response=urllib2.urlopen(req)
File "/usr/local/python2.7/lib/python2.7/urllib2.py", line127, in urlopen
return _opener.open(url, data, timeout)
File "/usr/local/python2.7/lib/python2.7/urllib2.py", line404, in open
response = self._open(req, data)
File "/usr/local/python2.7/lib/python2.7/urllib2.py", line422, in _open
'_open', req)
File "/usr/local/python2.7/lib/python2.7/urllib2.py", line382, in _call_chain
result = func(*args)
File "/usr/local/python2.7/lib/python2.7/urllib2.py", line1214, in http_open
return self.do_open(httplib.HTTPConnection, req)
File "/usr/local/python2.7/lib/python2.7/urllib2.py", line1184, in do_open
raise URLError(err)
urllib2.URLError:<urlopen error [Errno 111] Connection refused>
举例（下载指定网页中的图片，默认下载至当前目录，使用urllib.urlretrieve()将文件保存至本地）：
此脚本缺陷：仅下载指定页面的图片，不能更新到该网站最新的图片进行下载
[root@localhost ~]# vim download_pic.py
------------------script start-------------------
#!/usr/bin/python2.7
#filename:download_pic.py
import urllib
import urllib2
import re
url='http://jandan.net/ooxx'
def getHtml(url):
req=urllib2.Request(url)
req.add_header('User-Agent','Mozilla/5.0 (Windows NT 6.1; WOW64)AppleWebKit/537.36 (KHTML, like Gecko) Chrome/45.0.2454.101 Safari/537.36')
response=urllib2.urlopen(req)
html=response.read()
return html
def getImg(html):
imglist=re.findall(r'src="(.*?\.jpg)"',html)
#print imglist
x=1
for imgurl in imglist:
urllib.urlretrieve(imgurl,'%s.jpg' % x)
x+=1
html=getHtml(url)
#print html
getImg(html)
--------------------script end------------------
[root@localhost ~]# python2.7 download_pic.py
[root@localhost ~]# ll
total 31664
-rw-r--r--. 1 root root 174584 Jun 21 23:18 10.jpg
-rw-r--r--. 1 root root 153359 Jun 21 23:18 11.jpg
-rw-r--r--. 1 root root 125877 Jun 21 23:18 12.jpg
-rw-r--r--. 1 root root 152194 Jun 21 23:18 13.jpg
-rw-r--r--. 1 root root 91847 Jun 21 23:18 14.jpg
-rw-r--r--. 1 root root 78389 Jun 21 23:18 15.jpg
-rw-r--r--. 1 root root 68577 Jun 21 23:18 16.jpg
-rw-r--r--. 1 root root 99573 Jun 21 23:18 17.jpg
-rw-r--r--. 1 root root 32444 Jun 21 23:18 18.jpg
-rw-r--r--. 1 root root 79730 Jun 21 23:18 19.jpg
-rw-r--r--. 1 root root 144334 Jun 21 23:18 1.jpg
……