
使用Python爬取网页数据的方法:
一、利用webbrowser.open()打开一个网站:
1 2 3 | >>> import webbrowser
>>> webbrowser.open( 'http://i.firefoxchina.cn/?from=worldindex' )
True
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1.从sys.argv读取命令行参数:打开一个新的文件编辑器窗口,输入下面的代码,将其保存为map.py。
2.读取剪贴板内容:
3.调用webbrowser.open()函数打开外部浏览:
1 2 3 4 5 6 7 | #! python3
import webbrowser, sys, pyperclip
if len(sys.argv) > 1:
mapAddress = '' .join(sys.argv[1:])
else :
mapAddress = pyperclip.paste()
webbrowser.open( 'http://map.baidu.com/?newmap=1&ie=utf-8&s=s%26wd%3D' + mapAddress
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二、用requests模块从Web下载文件:requests模块不是Python自带的,通过命令行运行pip install request安装。
1 2 3 4 5 6 7 | >>> import requests
>>> res = requests.get( 'http://i.firefoxchina.cn/?from=worldindex' ) #向get中传入一个网址
>>> type(res) #响应对象
< class 'requests.models.Response' >
>>> print (res.status_code) #响应码
200
>>> res.text #返回的文本
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在下载文件的过程中,用raise_for_status()方法可以确保下载确实成功,然后再让程序继续做其他事情。
1 2 3 4 5 6 | import requests
res = requests.get( 'http://i.firefoxchina.cn/?from=worldindex' )
try :
res.raise_for_status()
except Exception as exc:
print ( 'There was a problem: %s' % (exc))
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三、将下载的文件保存到本地:
1 2 3 4 5 6 7 8 9 10 | >>> import requests
>>> res = requests.get( 'http://tech.firefox.sina.com/17/0820/10/6DKQALVRW5JHGE1I.html##0-tsina-1-13074-397232819ff9a47a7b7e80a40613cfe1' )
>>> res.raise_for_status()
>>> file = open( '1.txt' , 'wb' ) #以写二进制模式打开文件,目的是保存文本中的“Unicode编码”
>>> for word in res.iter_content(100000): #<span class = "fontstyle0" ><span class = "fontstyle0" >iter_content()</span><span class = "fontstyle1" >方法在循环的每次迭代中返回一段</span><span class = "fontstyle0" >bytes</span><span class = "fontstyle1" >数据</span><span class = "fontstyle1" >类型的内容,你需要指定其包含的字节数</span></span>
file.write(word)
16997
>>> file.close()
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四、用BeautifulSoup模块解析HTML:在命令行中用pip install beautifulsoup4安装它。
1.bs4.BeautifulSoup()函数可以解析HTML网站链接requests.get(),也可以解析本地保存的HTML文件,直接open()一个本地HTML页面。
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 | >>> import requests, bs4
>>> res = requests.get( 'http://i.firefoxchina.cn/?from=worldindex' )
>>> res.raise_for_status()
>>> soup = bs4.BeautifulSoup(res.text)
Warning (from warnings module):
File "C:\Users\King\AppData\Local\Programs\Python\Python36-32\lib\site-packages\beautifulsoup4-4.6.0-py3.6.egg\bs4\__init__.py" , line 181
markup_type=markup_type))
UserWarning: No parser was explicitly specified, so I 'm using the best available HTML parser for this system ("html.parser"). This usually isn' t a problem, but if you run this code on another system, or in a different virtual environment, it may use a different parser and behave differently.
The code that caused this warning is on line 1 of the file <string>. To get rid of this warning, change code that looks like this:
BeautifulSoup(YOUR_MARKUP})
to this:
BeautifulSoup(YOUR_MARKUP, "html.parser" )
>>> soup = bs4.BeautifulSoup(res.text, 'html.parser' )
>>> type(soup)
< class 'bs4.BeautifulSoup' >
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我这里有错误提示,所以加了第二个参数。
1 2 3 4 5 6 | >>> import bs4
>>> html = open( 'C:\\Users\\King\\Desktop\\1.htm' )
>>> exampleSoup = bs4.BeautifulSoup(html)
>>> exampleSoup = bs4.BeautifulSoup(html, 'html.parser' )
>>> type(exampleSoup)
< class 'bs4.BeautifulSoup' >
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2.用select()方法寻找元素:需传入一个字符串作为CSS“选择器”来取得Web页面相应元素,例如:
soup.select('div'):所有名为<div>的元素;
soup.select('#author'):带有id属性为author的元素;
soup.select('.notice'):所有使用CSS class属性名为notice的元素;
soup.select('div span'):所有在<div>元素之内的<span>元素;
soup.select('input[name]'):所有名为<input>并有一个name属性,其值无所谓的元素;
soup.select('input[type="button"]'):所有名为<input>并有一个type属性,其值为button的元素。
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 | >>> import requests, bs4
>>> res = requests.get( 'http://i.firefoxchina.cn/?from=worldindex' )
>>> res.raise_for_status()
>>> soup = bs4.BeautifulSoup(res.text, 'html.parser' )
>>> author = soup.select( '#author' )
>>> print (author)
[]
>>> type(author)
< class 'list' >
>>> link = soup.select( 'link ' )
>>> print (link)
[<link href= "css/mozMainStyle-min.css?v=20170705" rel= "external nofollow" rel= "external nofollow" rel= "stylesheet" type= "text/css" />, <link href= "" id= " rel=" external nofollow " rel=" external nofollow " rel=" external nofollow " moz-skin" rel= "stylesheet" type= "text/css" />, <link href= "" id= " rel=" external nofollow " rel=" external nofollow " rel=" external nofollow " moz-dir" rel= "stylesheet" type= "text/css" />, <link href= "" id= " rel=" external nofollow " rel=" external nofollow " rel=" external nofollow " moz-ver" rel= "stylesheet" type= "text/css" />]
>>> type(link)
< class 'list' >
>>> len(link)
4
>>> type(link[0])
< class 'bs4.element.Tag' >
>>> link[0]
<link href= "css/mozMainStyle-min.css?v=20170705" rel= "external nofollow" rel= "external nofollow" rel= "stylesheet" type= "text/css" />
>>> link[0].attrs
{ 'rel' : [ 'stylesheet' ], 'type' : 'text/css' , 'href' : 'css/mozMainStyle-min.css?v=20170705' }
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3.通过元素的属性获取数据:接着上面的代码写。
1 2 | >>> link[0].get( 'href' )
'css/mozMainStyle-min.css?v=20170705
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