Python爬虫如何使用CSS选择器?针对这个问题,这篇文章详细介绍了相对应的分析和解答,希望可以帮助更多想解决这个问题的小伙伴找到更简单易行的方法。
CSS选择器
这是另一种与find_all()方法有异曲同工的查找方法,写CSS时,标签名不加任何修饰,类名前加.,id名前加#。
在这里我们也可以利用类似的方法来筛选元素,用到的方法是soup.select(),返回的类型是list。
(1)通过标签名查找
#!/usr/bin/python3
# -*- coding:utf-8 -*-
from bs4 import BeautifulSoup
html = """
<html><head><title>The Dormouse's story</title></head>
<body>
<p class="title" name="dromouse"><b>The Dormouse's story</b></p>
<p class="story">Once upon a time there were three little sisters; and their names were
<a href="http://example.com/elsie" class="sister" id="link1"><!-- Elsie --></a>,
<a href="http://example.com/lacie" class="sister" id="link2">Lacie</a> and
<a href="http://example.com/tillie" class="sister" id="link3">Tillie</a>;
and they lived at the bottom of a well.</p>
<p class="story">...</p>
"""
# 创建 Beautiful Soup 对象,指定lxml解析器
soup = BeautifulSoup(html, "lxml")
print(soup.select("title"))
print(soup.select("b"))
print(soup.select("a"))
运行结果
[<title>The Dormouse's story</title>]
[<b>The Dormouse's story</b>]
[<a class="sister" href="http://example.com/elsie" id="link1"><!-- Elsie --></a>, <a class="sister"
href="http://example.com/lacie" id="link2">Lacie</a>, <a class="sister" href="http://example.com/tillie"
id="link3">Tillie</a>]
(2)通过类名查找
#!/usr/bin/python3
# -*- coding:utf-8 -*-
from bs4 import BeautifulSoup
html = """
<html><head><title>The Dormouse's story</title></head>
<body>
<p class="title" name="dromouse"><b>The Dormouse's story</b></p>
<p class="story">Once upon a time there were three little sisters; and their names were
<a href="http://example.com/elsie" class="sister" id="link1"><!-- Elsie --></a>,
<a href="http://example.com/lacie" class="sister" id="link2">Lacie</a> and
<a href="http://example.com/tillie" class="sister" id="link3">Tillie</a>;
and they lived at the bottom of a well.</p>
<p class="story">...</p>
"""
# 创建 Beautiful Soup 对象,指定lxml解析器
soup = BeautifulSoup(html, "lxml")
print(soup.select(".title"))
运行结果
[<p class="title" name="dromouse"><b>The Dormouse's story</b></p>]
(3)通过id名查找
#!/usr/bin/python3
# -*- coding:utf-8 -*-
from bs4 import BeautifulSoup
html = """
<html><head><title>The Dormouse's story</title></head>
<body>
<p class="title" name="dromouse"><b>The Dormouse's story</b></p>
<p class="story">Once upon a time there were three little sisters; and their names were
<a href="http://example.com/elsie" class="sister" id="link1"><!-- Elsie --></a>,
<a href="http://example.com/lacie" class="sister" id="link2">Lacie</a> and
<a href="http://example.com/tillie" class="sister" id="link3">Tillie</a>;
and they lived at the bottom of a well.</p>
<p class="story">...</p>
"""
# 创建 Beautiful Soup 对象,指定lxml解析器
soup = BeautifulSoup(html, "lxml")
print(soup.select("#link1"))
运行结果
[<p class="title" name="dromouse"><b>The Dormouse's story</b></p>]
(4)组合查找
#!/usr/bin/python3
# -*- coding:utf-8 -*-
from bs4 import BeautifulSoup
html = """
<html><head><title>The Dormouse's story</title></head>
<body>
<p class="title" name="dromouse"><b>The Dormouse's story</b></p>
<p class="story">Once upon a time there were three little sisters; and their names were
<a href="http://example.com/elsie" class="sister" id="link1"><!-- Elsie --></a>,
<a href="http://example.com/lacie" class="sister" id="link2">Lacie</a> and
<a href="http://example.com/tillie" class="sister" id="link3">Tillie</a>;
and they lived at the bottom of a well.</p>
<p class="story">...</p>
"""
# 创建 Beautiful Soup 对象,指定lxml解析器
soup = BeautifulSoup(html, "lxml")
print(soup.select("p #link1"))
运行结果
[<a class="sister" href="http://example.com/elsie" id="link1"><!-- Elsie --></a>]
(5)属性查找
查找时还可以加入属性元素,属性需要用中括号括起来,注意属性和标签属于同一节点,所以中间不能加空格,否则会无法匹配到。
#!/usr/bin/python3
# -*- coding:utf-8 -*-
from bs4 import BeautifulSoup
html = """
<html><head><title>The Dormouse's story</title></head>
<body>
<p class="title" name="dromouse"><b>The Dormouse's story</b></p>
<p class="story">Once upon a time there were three little sisters; and their names were
<a href="http://example.com/elsie" class="sister" id="link1"><!-- Elsie --></a>,
<a href="http://example.com/lacie" class="sister" id="link2">Lacie</a> and
<a href="http://example.com/tillie" class="sister" id="link3">Tillie</a>;
and they lived at the bottom of a well.</p>
<p class="story">...</p>
"""
# 创建 Beautiful Soup 对象,指定lxml解析器
soup = BeautifulSoup(html, "lxml")
print(soup.select("a[class='sister']"))
运行结果
[<a class="sister" href="http://example.com/elsie" id="link1"><!-- Elsie --></a>, <a class="sister"
href="http://example.com/lacie" id="link2">Lacie</a>, <a class="sister" href="http://example.com/tillie"
id="link3">Tillie</a>]
同样,属性仍然可以与上述查找方式组合,不在同一节点的空格隔开,同一节点的不加空格。
#!/usr/bin/python3
# -*- coding:utf-8 -*-
from bs4 import BeautifulSoup
html = """
<html><head><title>The Dormouse's story</title></head>
<body>
<p class="title" name="dromouse"><b>The Dormouse's story</b></p>
<p class="story">Once upon a time there were three little sisters; and their names were
<a href="http://example.com/elsie" class="sister" id="link1"><!-- Elsie --></a>,
<a href="http://example.com/lacie" class="sister" id="link2">Lacie</a> and
<a href="http://example.com/tillie" class="sister" id="link3">Tillie</a>;
and they lived at the bottom of a well.</p>
<p class="story">...</p>
"""
# 创建 Beautiful Soup 对象,指定lxml解析器
soup = BeautifulSoup(html, "lxml")
print(soup.select("p a[class='sister']"))
运行结果
[<a class="sister" href="http://example.com/elsie" id="link1"><!-- Elsie --></a>, <a class="sister"
href="http://example.com/lacie" id="link2">Lacie</a>, <a class="sister" href="http://example.com/tillie"
id="link3">Tillie</a>]
(6)获取内容
以上的select()方法返回的结果都是列表形式,可以遍历形式输出,然后用get_text()方法来获取它的内容。
#!/usr/bin/python3
# -*- coding:utf-8 -*-
from bs4 import BeautifulSoup
html = """
<html><head><title>The Dormouse's story</title></head>
<body>
<p class="title" name="dromouse"><b>The Dormouse's story</b></p>
<p class="story">Once upon a time there were three little sisters; and their names were
<a href="http://example.com/elsie" class="sister" id="link1"><!-- Elsie --></a>,
<a href="http://example.com/lacie" class="sister" id="link2">Lacie</a> and
<a href="http://example.com/tillie" class="sister" id="link3">Tillie</a>;
and they lived at the bottom of a well.</p>
<p class="story">...</p>
"""
# 创建 Beautiful Soup 对象,指定lxml解析器
soup = BeautifulSoup(html, "lxml")
print(soup.select("p a[class='sister']"))
for item in soup.select("p a[class='sister']"):
print(item.get_text())
运行结果
[<a class="sister" href="http://example.com/elsie" id="link1"><!-- Elsie --></a>, <a class="sister"
href="http://example.com/lacie" id="link2">Lacie</a>, <a class="sister" href="http://example.com/tillie" id="link3">
Tillie</a>]
Lacie
Tillie
注意:<!-- Elsie -->为注释内容,未输出
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