Beautiful Soup 是用 Python 写的一个 HTML/XML 的解析器,它可以很好的处理不规范标记并生成剖析树。通常用来分析爬虫抓取的web文档。对于 不规则的 Html文档,也有很多的补全功能,节省了开发者的时间和精力。
Beautiful Soup 的官方文档齐全,将官方给出的例子实践一遍就能掌握。官方英文文档,中文文档
一 安装 Beautiful Soup
安装 BeautifulSoup 很简单,下载 BeautifulSoup 源码。解压运行
python setup.py install 即可。
测试安装是否成功。键入 import BeautifulSoup 如果没有异常,即成功安装
二 使用 BeautifulSoup
1. 导入BeautifulSoup ,创建BeautifulSoup 对象
1 2 3 4 5 6 7 8 9 10 11 12 | from BeautifulSoup import BeautifulSoup # HTML
from BeautifulSoup import BeautifulStoneSoup # XML
import BeautifulSoup # ALL
doc = [
'<html><head><title>Page title</title></head>' ,
'<body><p id="firstpara" align="center">This is paragraph <b>one</b>.' ,
'<p id="secondpara" align="blah">This is paragraph <b>two</b>.' ,
'</html>'
]
# BeautifulSoup 接受一个字符串参数
soup = BeautifulSoup(''.join(doc))
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2. BeautifulSoup对象简介
用BeautifulSoup 解析 html文档时,BeautifulSoup将 html文档类似 dom文档树一样处理。BeautifulSoup文档树有三种基本对象。
2.1. soup BeautifulSoup.BeautifulSoup
1 2 | type (soup)
< class 'BeautifulSoup.BeautifulSoup' >
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2.2. 标记 BeautifulSoup.Tag
1 2 | type (soup.html)
< class 'BeautifulSoup.Tag' >
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2.3 文本 BeautifulSoup.NavigableString
1 2 | type (soup.title.string)
< class 'BeautifulSoup.NavigableString' >
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3. BeautifulSoup 剖析树
3.1 BeautifulSoup.Tag对象方法
获取 标记对象(Tag)
标记名获取法 ,直接用 soup对象加标记名,返回 tag对象.这种方式,选取唯一标签的时候比较有用。或者根据树的结构去选取,一层层的选择
1 2 3 4 5 6 7 | >>> html = soup.html
>>> html
< html >< head >< title >Page title</ title ></ head >< body >< p id = "firstpara" align = "center" >This is paragraph< b >one</ b >.</ p >< p id = "secondpara" align = "blah" >This is paragraph< b >two</ b >.</ p ></ body ></ html >
>>> type(html)
< class 'BeautifulSoup.Tag'>
>>> title = soup.title
< title >Page title</ title >
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content方法
content方法 根据文档树进行搜索,返回标记对象(tag)的列表
1 2 | >>> soup.contents
[<html><head><title>Page title< / title>< / head><body><p id = "firstpara" align = "center" >This is paragraph<b>one< / b>.< / p><p id = "secondpara" align = "blah" >This is paragraph<b>two< / b>.< / p>< / body>< / html>]
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1 2 3 4 5 6 | >>> soup.contents[ 0 ].contents
[<head><title>Page title< / title>< / head>, <body><p id = "firstpara" align = "center" >This is paragraph<b>one< / b>.< / p><p id = "secondpara" align = "blah" >This is paragraph<b>two< / b>.< / p>< / body>]
>>> len (soup.contents[ 0 ].contents)
2
>>> type (soup.contents[ 0 ].contents[ 1 ])
< class 'BeautifulSoup.Tag' >
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使用contents
向后遍历树,使用parent
向前遍历树
next 方法
获取树的子代元素,包括 Tag 对象 和 NavigableString 对象。。。
1 2 3 4 | >>> head. next
<title>Page title< / title>
>>> head. next . next
u 'Page title'
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1 2 3 4 5 | >>> p1 = soup.p
>>> p1
<p id = "firstpara" align = "center" >This is paragraph<b>one< / b>.< / p>
>>> p1. next
u 'This is paragraph'
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nextSibling 下一个兄弟对象 包括 Tag 对象 和 NavigableString 对象
1 2 3 4 | >>> head.nextSibling
<body><p id = "firstpara" align = "center" >This is paragraph<b>one< / b>.< / p><p id = "secondpara" align = "blah" >This is paragraph<b>two< / b>.< / p>< / body>
>>> p1. next .nextSibling
<b>one< / b>
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与 nextSibling 相似的是 previousSibling,即上一个兄弟节点。
replacewith方法
将对象替换为,接受字符串参数
1 2 3 4 5 6 7 8 9 10 11 12 | >>> head = soup.head
>>> head
<head><title>Page title< / title>< / head>
>>> head.parent
<html><head><title>Page title< / title>< / head><body><p id = "firstpara" align = "center" >This is paragraph<b>one< / b>.< / p><p id = "secondpara" align = "blah" >This is paragraph<b>two< / b>.< / p>< / body>< / html>
>>> head.replaceWith( 'head was replace' )
>>> head
<head><title>Page title< / title>< / head>
>>> head.parent
>>> soup
<html>head was replace<body><p id = "firstpara" align = "center" >This is paragraph<b>one< / b>.< / p><p id = "secondpara" align = "blah" >This is paragraph<b>two< / b>.< / p>< / body>< / html>
>>>
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搜索方法
搜索提供了两个方法,一个是 find,一个是findAll。这里的两个方法(findAll和 find)仅对Tag对象以及,顶层剖析对象有效,但 NavigableString不可用。
接受一个参数,标记名
寻找文档所有 P标记,返回一个列表
1 2 3 4 | >>> soup.findAll( 'p' )
[<p id = "firstpara" align = "center" >This is paragraph<b>one< / b>.< / p>, <p id = "secondpara" align = "blah" >This is paragraph<b>two< / b>.< / p>]
>>> type (soup.findAll( 'p' ))
< type 'list' >
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寻找 id="secondpara"的 p 标记,返回一个结果集
1 2 3 | >>> pid = type (soup.findAll( 'p' , id = 'firstpara' ))
>>> pid
< class 'BeautifulSoup.ResultSet' >
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传一个属性或多个属性对
1 2 3 4 5 | >>> p2 = soup.findAll( 'p' ,{ 'align' : 'blah' })
>>> p2
[<p id = "secondpara" align = "blah" >This is paragraph<b>two< / b>.< / p>]
>>> type (p2)
< class 'BeautifulSoup.ResultSet' >
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利用正则表达式
1 2 | >>> soup.findAll( id = re. compile ( "para$" ))
[<p id = "firstpara" align = "center" >This is paragraph<b>one< / b>.< / p>, <p id = "secondpara" align = "blah" >This is paragraph<b>two< / b>.< / p>]
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读取和修改属性
1 2 3 4 5 6 7 8 9 10 11 12 | >>> p1 = soup.p
>>> p1
<p id = "firstpara" align = "center" >This is paragraph<b>one< / b>.< / p>
>>> p1[ 'id' ]
u 'firstpara'
>>> p1[ 'id' ] = 'changeid'
>>> p1
<p id = "changeid" align = "center" >This is paragraph<b>one< / b>.< / p>
>>> p1[ 'class' ] = 'new class'
>>> p1
<p id = "changeid" align = "center" class = "new class" >This is paragraph<b>one< / b>.< / p>
>>>
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剖析树基本方法就这些,还有其他一些,以及如何配合正则表达式。具体请看官方文档
3.2 BeautifulSoup.NavigableString对象方法
NavigableString 对象方法比较简单,获取其内容
1 2 3 4 5 6 7 8 9 | >>> soup.title
<title>Page title< / title>
>>> title = soup.title. next
>>> title
u 'Page title'
>>> type (title)
< class 'BeautifulSoup.NavigableString' >
>>> title.string
u 'Page title'
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至于如何遍历树,进而分析文档,已经 XML 文档的分析方法,可以参考官方文档。
一、
··一个BeautifulSoup的模块,安装就浪费了俺这么长时间,下载的是BeautifulSoup4-4.1.3,
安装的时候就是
python setup.py build
python setup.py install
就这么简单的两个命令,因为安装之前也看了下别人的就是这样,可是自己import的时候,总出错,弄了半天才搞好,原来是版本升级到4,
引入包要用
import bs4
from bs4 import BeautifulSoup
这样才可以的···
不能在
from BeautifulSoup import BeautifulSoup
这样了
二、string, get_text()输出都是unicode要显示都要encode('utf-8)
from bs4 import BeautifulSoup
a=open('d:\\python27\\123.txt','r')
htmlline = a.read()
soup=BeautifulSoup(htmlline)
links=soup.title.string
print links.encode('utf-8')