安装
pip install lxml
pip install beautifulsoup4
验证安装
In [1]: from bs4 import BeautifulSoup
In [2]: soup = BeautifulSoup('<p>Hello</p>', 'lxml')
In [3]: print(soup.p.string)
Hello
Beautiful Soup 介绍
Beautiful Soup 所支持的解析器
解析器
综合对比，lxml解析器是比较好的选择
只需要在初始化 Beautiful Soup 时，将第二个参数设置为 lxml 即可
from bs4 import BeautifulSoup
html = '''
<html>
<head><title>Beautiful Soup test</title></head>
<body>
<p class="first" name="first_p"><b>first content</b></p>
<p class="second">second content
<a href="http://example.com/first"></a>
<a href="http://example.com/second">
'''
soup = BeautifulSoup(html, 'lxml')
print(soup.prettify()) # 增加缩进，美化输出
print(soup.title.string) # 获取title节点的文本内容
注意：以上代码中的html内容是不全的，有些标签并没有闭合
运行结果：
<html>
<head>
<title>
Beautiful Soup test
</title>
</head>
<body>
<p class="first" name="first_p">
<b>
first content
</b>
</p>
<p class="second">
second content
<a href="http://example.com/first">
</a>
<a href="http://example.com/second">
</a>
</p>
</body>
</html>
Beautiful Soup test
BeautifulSoup 会自动将html标签补全
节点选择器
from bs4 import BeautifulSoup
html = '''
<html>
<head><title>Beautiful Soup test</title></head>
<body>
<p class="first" name="first_p"><b>first content</b></p>
<p class="second">second content
<a href="http://example.com/first"></a>
<a href="http://example.com/second">
'''
soup = BeautifulSoup(html, 'lxml')
print(soup.title)
# <title>Beautiful Soup test</title>
print(type(soup.title))
# <class 'bs4.element.Tag'>
print(soup.title.string)
# Beautiful Soup test
print(soup.head)
# <head><title>Beautiful Soup test</title></head>
print(soup.p)
# <p class="first" name="first_p"><b>first content</b></p>
节点名称
In [3]: print(soup.title.name)
title
节点所有属性
In [4]: print(soup.p.attrs)
{'class': ['first'], 'name': 'first_p'}
节点指定属性
In [5]: print(soup.p.attrs['name'])
first_p
节点指定属性简写
In [6]: print(soup.p['name'])
first_p
节点文本内容
In [7]: print(soup.p.string)
first content
嵌套选择
In [8]: print(soup.head.title)
<title>Beautiful Soup test</title>
In [9]: print(type(soup.head.title))
<class 'bs4.element.Tag'>
In [10]: print(soup.head.title.string)
Beautiful Soup test
关联选择
In [11]: print(soup.body.children)
<list_iterator object at 0x10825a6d8>
In [12]: for i, child in enumerate(soup.body.children):
...: print(i, child)
...:
0
1 <p class="first" name="first_p"><b>first content</b></p>
2
3 <p class="second">second content
<a href="http://example.com/first"></a>
<a href="http://example.com/second">
</a></p>
- children 所有子节点
- descendants 所有后代节点
- parent 直接父节点
- parents 祖先节点
- next_sibling 下一个兄弟节点
- previous_sibling 上一个兄弟节点
- next_siblings 后面的所有兄弟节点
- previous_siblings 前面的所有兄弟节点
方法选择器
find_all
数据准备
In [13]: from bs4 import BeautifulSoup
...:
...: html = '''
...: <div class="panel">
...: <div class="panel-heading">
...: <h4>Hello</h4>
...: </div>
...: <div class="panel-body">
...: <ul class="list" id="list-1">
...: <li class="element">Foo</li>
...: <li class="element">Bar</li>
...: <li class="element">Jay</li>
...: </ul>
...: <ul class="list list-small" id="list-2">
...: <li class="element">Foo</li>
...: <li class="element">Bar</li>
...: </ul>
...: </div>
...: </div>
...: '''
...:
...: soup = BeautifulSoup(html, 'lxml')
...:
...:
所有ul
In [16]: soup.find_all(name='ul')
Out[16]:
[<ul class="list" id="list-1">
<li class="element">Foo</li>
<li class="element">Bar</li>
<li class="element">Jay</li>
</ul>, <ul class="list list-small" id="list-2">
<li class="element">Foo</li>
<li class="element">Bar</li>
</ul>]
由于获取到的ul是Tag类型，可以进行迭代
In [17]: type(soup.find_all(name='ul')[0])
Out[17]: bs4.element.Tag
In [18]: for ul in soup.find_all(name='ul'):
...: print(ul.find_all(name='li'))
...:
[<li class="element">Foo</li>, <li class="element">Bar</li>, <li class="element">Jay</li>]
[<li class="element">Foo</li>, <li class="element">Bar</li>]
再通过遍历li，获取li的文本
In [19]: for ul in soup.find_all(name='ul'):
...: print(ul.find_all(name='li'))
...: for li in ul.find_all(name='li'):
...: print(li.string)
...:
[<li class="element">Foo</li>, <li class="element">Bar</li>, <li class="element">Jay</li>]
Foo
Bar
Jay
[<li class="element">Foo</li>, <li class="element">Bar</li>]
Foo
Bar
attrs
根据属性查询
In [26]: soup.find_all(attrs={'id': 'list-1'})
Out[26]:
[<ul class="list" id="list-1">
<li class="element">Foo</li>
<li class="element">Bar</li>
<li class="element">Jay</li>
</ul>]
text
匹配节点的文本内容
In [28]: import re
# 返回所有匹配正则的节点文本组成的列表
In [29]: soup.find_all(text=re.compile('ar'))
Out[29]: ['Bar', 'Bar']
find
返回第一个匹配的元素
In [30]: soup.find(text=re.compile('ar'))
Out[30]: 'Bar'
In [31]: soup.find('li')
Out[31]: <li class="element">Foo</li>
关于find，还有其他用法：
-
find_parents() 和 find_parent()
-
find_next_siblings() 和 find_next_sibling()
-
find_previous_siblings() 和 find_previous_sibling()
-
find_all_next() 和 find_next()
-
fina_all_previous() 和 find_previous()
css 选择器
只需调用 select() 方法，传入相应的css选择器即可
In [32]: soup.select('.panel .panel-heading')
Out[32]:
[<div class="panel-heading">
<h4>Hello</h4>
</div>]
In [33]: soup.select('ul li')
Out[33]:
[<li class="element">Foo</li>,
<li class="element">Bar</li>,
<li class="element">Jay</li>,
<li class="element">Foo</li>,
<li class="element">Bar</li>]
In [34]: soup.select('#list-2 .element')
Out[34]: [<li class="element">Foo</li>, <li class="element">Bar</li>]
In [35]: soup.select('ul')[0]
Out[35]:
<ul class="list" id="list-1">
<li class="element">Foo</li>
<li class="element">Bar</li>
<li class="element">Jay</li>
</ul>
嵌套选择
In [36]: for ul in soup.select('ul'):
...: print(ul.select('li'))
...:
[<li class="element">Foo</li>, <li class="element">Bar</li>, <li class="element">Jay</li>]
[<li class="element">Foo</li>, <li class="element">Bar</li>]
获取属性
In [37]: for ul in soup.select('ul'):
...: print(ul['id'])
...: print(ul.attrs['id'])
...:
list-1
list-1
list-2
list-2
获取文本
In [39]: for li in soup.select('li'):
...: print('Get Text:', li.get_text())
...: print('String:', li.string)
...:
...:
Get Text: Foo
String: Foo
Get Text: Bar
String: Bar
Get Text: Jay
String: Jay
Get Text: Foo
String: Foo
Get Text: Bar
String: Bar
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