python数据挖掘第二篇-爬虫
python爬虫
urllib用法
eg1:
from urllib import request
data = request.urlopen(urlString).read() # data获取的是该网页的所有源码内容
data=data.decode("utf-8") # 对data编码
import re
pat='<div class="name">(.*?)</div>
res = re.findall(pat,data) # res为一个匹配结果列表
eg2:
request.urlretrieve(url,filename=localfilename) #将url指定的网页爬取至filename中
request.urlcleanup() #当使用了urlretrieve后会产生缓存占用空间，用urlcleanup可以清除缓存
request.info() request.getcode() # 访问返回码 request.geturl() # 获取当前访问的网页
timeout # 超时限制 秒为单位
data = request.urlopen(urlString,timeout=5).read()
自动模拟http请求
import urllib.parse # 数据包
url="http://www.xxx.com"
data=urllib.parse.urlencode({
"name":"xuqiqiang",
"password":"heaoiwoe"
)}.encode("utf-8")
req = request.Request(url,data)
data = request.urlopen(req).read()
fh = open("D:\loadfile.html",'wb')
fh.write(data)
fh.close()
-----------------将请求结果保存完毕
爬虫异常
urllib.error
try:
...
except urllib.error as e:
if hasattr(e,"code"):
print(e.code)
if hasattr(e,"reason"):
print(e.reason)
爬虫的浏览器伪装技术
当爬取网页，返回错误码403说明对方服务器对爬虫屏蔽，此时，不能直接用之前的爬虫方式进行爬取，需要伪装成浏览器进行爬取。
url="http://www.xxx.com"
header = ("user-Agent","...") #第二项为第一项的取值
opener = urllib.request.build_opener()
opener.addheaders=[header]
第一种写法：
data = opener.open(url).read().decode("utf-8","ignore")
第二种写法：
opener = urllib.request.build_opener()
opener.addheaders=[header]
urllib.request.instal_opener(opener)
data = urllib.request.urlopen(url).read().decode("utf-8","ignore")
fh=open(filepath,'wb')
fh.write(data)
fh.close()
新闻爬虫实战
import urllib.request
import re
data = urllib.request.urlopen("http://news.sina.com.cn").read()
data = data.decode("utf-8","ignore")
pat = 'href="(http://news.sina.com.cn/.*?)">'
all_url = re.findall(pat,data)
for i in range(len(res)):
thisurl = all_url[i]
file = "newsFile"+str(i)+".html"
try:
urllib.request.urlretrieve(thisurl,file)
except urllib.error.URLError as e:
if hasattr(e,"code"):
print(e.code)
if hasattr(e,"reason"):
print(e.reason)
爬虫防屏蔽之代理服务器
import urllib.request as rq
def use_proxy(url,proxy_addr):
proxy = rq.ProxyHandler({"http":proxy_addr})
opener = rq.build_opener(proxy,rq.HTTPHandler)
rq.install_opener(opener)
return rq.urlopen(url).read().decode("utf-8","ignore")
