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  • 吴裕雄--天生自然python学习笔记:beautifulsoup库的使用

    Beautiful Soup 库简介
    Beautiful Soup提供一些简单的、python式的函数用来处理导航、搜索、修改分析树等功能。它是一个工具箱,通过解析文档为用户提供需要抓取的数据,因为简单,所以不需要多少代码就可以写出一个完整的应用程序。
    Beautiful Soup自动将输入文档转换为Unicode编码,输出文档转换为utf-8编码。你不需要考虑编码方式,除非文档没有指定一个编码方式,这时,Beautiful Soup就不能自动识别编码方式了。然后,你仅仅需要说明一下原始编码方式就可以了。
    Beautiful Soup已成为和lxml、html6lib一样出色的python解释器,为用户灵活地提供不同的解析策略或强劲的速度。
    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>
    
    """
    
    soup = BeautifulSoup(html,'lxml')
    print(soup.title)#选择title标签中的内容
    print(type(soup.title))#title标签的类型
    print(soup.head)#head标签中的内容
    print(soup.p)#第一个p标签中的内容
    <title>The Dormouse's story</title>
    <class 'bs4.element.Tag'>
    <head><title>The Dormouse's story</title></head>
    <p class="title" name="dromouse"><b>The Dormouse's story</b></p>
    soup.标签名可以选择所需要的标签中的内容,返回结果是Tag类型。它查找的是在所有内容中的第一个符合要求的标签,例如上面的
    
    的内容。
    如果要查询所有的标签,在后面进行介绍。
    获取名称
    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>
    
    """
    
    soup = BeautifulSoup(html,'lxml')
    print(soup.title.name)
    title
    获取属性
    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>
    
    """
    
    soup = BeautifulSoup(html,'lxml')
    print (soup.p.attrs['name'])
    print(soup.p['name'])
    dromouse
    dromouse
    获取内容
    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>
    
    """
    
    soup = BeautifulSoup(html,'lxml')
    print (soup.p.string)
    The Dormouse's story
    嵌套选择
    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>
    
    """
    
    soup = BeautifulSoup(html,'lxml')
    print (soup.head.title.string)
    The Dormouse's story
    获取子节点
    .contents方法:
    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>
    
    """
    
    soup = BeautifulSoup(html,'lxml')
    print(soup.p.contents)
    [<b>The Dormouse's story</b>]
    .content 属性可以将tag的子节点以列表的方式输出,输出方式为列表,我们可以用列表索引来获取它的某一个元素,如:
    print(soup.head.contents[0])
    #返回结果:<title>The Dormouse's story</title>
    .children方法:
    print(soup.head.children)
    #返回结果:<listiterator object at 0x7f71457f5710>
    他返回一个迭代器对象,可以通过遍历获得其中的子节点,如:
    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>
    
    """
    
    soup = BeautifulSoup(html,'lxml')
    print(soup.head.children)
    for child in  soup.body.children:
        print (child)
    <list_iterator object at 0x0000019BAF29BE48>
    
    
    <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 class="sister" href="http://example.com/elsie" id="link1"><!-- Elsie --></a>,
    <a class="sister" href="http://example.com/lacie" id="link2">Lacie</a> and
    <a class="sister" href="http://example.com/tillie" id="link3">Tillie</a>;
    and they lived at the bottom of a well.</p>
    
    
    <p class="story">...</p>
    获取子孙节点
    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>
    
    """
    
    soup = BeautifulSoup(html,'lxml')
    
    for child in soup.body.descendants:
        print (child)
    <p class="title" name="dromouse"><b>The Dormouse's story</b></p>
    <b>The Dormouse's story</b>
    The Dormouse's story
    
    
    <p class="story">Once upon a time there were three little sisters; and their names were
    <a class="sister" href="http://example.com/elsie" id="link1"><!-- Elsie --></a>,
    <a class="sister" href="http://example.com/lacie" id="link2">Lacie</a> and
    <a class="sister" href="http://example.com/tillie" id="link3">Tillie</a>;
    and they lived at the bottom of a well.</p>
    Once upon a time there were three little sisters; and their names were
    
    <a class="sister" href="http://example.com/elsie" id="link1"><!-- Elsie --></a>
     Elsie 
    ,
    
    <a class="sister" href="http://example.com/lacie" id="link2">Lacie</a>
    Lacie
     and
    
    <a class="sister" href="http://example.com/tillie" id="link3">Tillie</a>
    Tillie
    ;
    and they lived at the bottom of a well.
    
    
    <p class="story">...</p>
    ...
    以上代码可以获取到head标签的所有子孙节点中的内容。
    .descendants返回的是一个迭代器的类型,可以通过遍历输出所有的结果。
    获取多个内容
    .strings 获取多个内容,不过需要遍历获取,比如下面的例子
    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>
    
    """
    
    soup = BeautifulSoup(html,'lxml')
    
    for string in soup.strings:
        print(repr(string))
    "The Dormouse's story"
    '
    '
    '
    '
    "The Dormouse's story"
    '
    '
    'Once upon a time there were three little sisters; and their names were
    '
    ',
    '
    'Lacie'
    ' and
    '
    'Tillie'
    ';
    and they lived at the bottom of a well.'
    '
    '
    '...'
    '
    '
    发现将所有标签的内容返回了出来,但是也有许多空的标签,也会进行返回,如果想过滤空行,可以使用.stripped_strings 函数。
    
    .stripped_strings 输出的字符串中可能包含了很多空格或空行,使用 .stripped_strings 可以去除多余空白内容
    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>
    
    """
    
    soup = BeautifulSoup(html,'lxml')
    
    for string in soup.stripped_strings:
        print(repr(string))
    "The Dormouse's story"
    "The Dormouse's story"
    'Once upon a time there were three little sisters; and their names were'
    ','
    'Lacie'
    'and'
    'Tillie'
    ';
    and they lived at the bottom of a well.'
    '...'
    获取父节点
    .parent 属性 获取此标签的上一层标签
    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>
    
    """
    
    soup = BeautifulSoup(html,'lxml')
    p = soup.p
    print (p.parent.name)
    body
    获取祖先节点
    .parents 属性
    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>
    
    """
    
    soup = BeautifulSoup(html,'lxml')
    content = soup.head.title.string
    for parent in  content.parents:
        print (parent.name)
    title
    head
    html
    [document]
    获取兄弟节点
    .next_sibling 获取此标签后面的节点
    .previous_sibling 获取此标签前面的节点
    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>
    
    """
    
    soup = BeautifulSoup(html,'lxml')
    print (soup.p.next_sibling)
    #       实际该处为空白
    print (soup.p.prev_sibling)
    #None   没有前一个兄弟节点,返回 None
    print (soup.p.next_sibling.next_sibling)
    None
    <p class="story">Once upon a time there were three little sisters; and their names were
    <a class="sister" href="http://example.com/elsie" id="link1"><!-- Elsie --></a>,
    <a class="sister" href="http://example.com/lacie" id="link2">Lacie</a> and
    <a class="sister" href="http://example.com/tillie" id="link3">Tillie</a>;
    and they lived at the bottom of a well.</p>
    兄弟节点可以理解为和本节点处在统一级的节点,.next_sibling 属性获取了该节点的下一个兄弟节点,.previous_sibling 则与之相反,如果节点不存在,则返回 None
    
    注意:实际文档中的tag的 .next_sibling 和 .previous_sibling 属性通常是字符串或空白,因为空白或者换行也可以被视作一个节点,所以得到的结果可能是空白或者换行
    获取前后节点
    .next_element 获取此标签后一个节点
    .previous_element 获取此标签前一个节点
    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>
    
    """
    
    soup = BeautifulSoup(html,'lxml')
    print (soup.head.next_element)
    <title>The Dormouse's story</title>
    与 .next_sibling .previous_sibling 不同,它并不是针对于兄弟节点,而是在所有节点,不分层次。
    比如 head 节点为:
    <head><title>The Dormouse's story</title></head>
    那么它的下一个节点便是 title,它是不分层次关系的
    获取所有前后节点
    .next_elements 获取后面的所有节点
    .previous_elements获取前面的所有节点
    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>
    
    """
    
    soup = BeautifulSoup(html,'lxml')
    for element in soup.body.next_elements:
        print(repr(element))
    '
    '
    <p class="title" name="dromouse"><b>The Dormouse's story</b></p>
    <b>The Dormouse's story</b>
    "The Dormouse's story"
    '
    '
    <p class="story">Once upon a time there were three little sisters; and their names were
    <a class="sister" href="http://example.com/elsie" id="link1"><!-- Elsie --></a>,
    <a class="sister" href="http://example.com/lacie" id="link2">Lacie</a> and
    <a class="sister" href="http://example.com/tillie" id="link3">Tillie</a>;
    and they lived at the bottom of a well.</p>
    'Once upon a time there were three little sisters; and their names were
    '
    <a class="sister" href="http://example.com/elsie" id="link1"><!-- Elsie --></a>
    ' Elsie '
    ',
    '
    <a class="sister" href="http://example.com/lacie" id="link2">Lacie</a>
    'Lacie'
    ' and
    '
    <a class="sister" href="http://example.com/tillie" id="link3">Tillie</a>
    'Tillie'
    ';
    and they lived at the bottom of a well.'
    '
    '
    <p class="story">...</p>
    '...'
    '
    '
    通过 .next_elements 和 .previous_elements 的迭代器就可以向前或向后访问文档的解析内容,就好像文档正在被解析一样
    标准选择器
    find_all( name , attrs , recursive , text , **kwargs )
    可以根据标签名,属性,内容查找文档。
    name 参数
    可以传入一个标签名,会返回该标签名下的内容。
    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>
    
    """
    
    soup = BeautifulSoup(html,'lxml')
    print(soup.find_all('a'))
    print(type(soup.find_all('p')))
    [<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>]
    <class 'bs4.element.ResultSet'>
    也可以通过层层嵌套的方法获取输出:
    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>
    
    """
    
    soup = BeautifulSoup(html,'lxml')
    for p in soup.find_all('p'):
        print(p.find_all('a'))
    attrs参数
    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>
    
    """
    
    soup = BeautifulSoup(html,'lxml')
    print(soup.find_all(attrs={'name':'dromouse'}))
    #也可以使用以下方法,输出结果相同
    print(soup.find_all(class_='title'}))
    [<p class="title" name="dromouse"><b>The Dormouse's story</b></p>]
    [<p class="title" name="dromouse"><b>The Dormouse's story</b></p>]
    text属性
    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>
    
    """
    
    soup = BeautifulSoup(html,'lxml')
    print(soup.find_all(text='Lacie'))
    ['Lacie']
    返回的是它里面的内容,但是在做元素查找时没有什么用处,但是做元素匹配时会有用处。
    limit 参数
    find_all() 方法返回全部的搜索结构,如果文档树很大那么搜索会很慢.如果我们不需要全部结果,可以使用 limit 参数限制返回结果的数量.效果与SQL中的limit关键字类似,当搜索到的结果数量达到 limit 的限制时,就停止搜索返回结果.
    文档树中有3个tag符合搜索条件,但结果只返回了2个,因为我们限制了返回数量。
    soup.find_all("a", limit=2)
    # [<a class="sister" href="http://example.com/elsie" id="link1">Elsie</a>,
    #  <a class="sister" href="http://example.com/lacie" id="link2">Lacie</a>]
    find( name , attrs , recursive , text , **kwargs )
    它与 find_all() 方法唯一的区别是 find_all() 方法的返回结果是值包含一个元素的列表,而 find() 方法直接返回结果,也就是说,find方法只会返回一个元素。
    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>
    
    """
    
    soup = BeautifulSoup(html,'lxml')
    print(soup.find('p'))
    <p class="title" name="dromouse"><b>The Dormouse's story</b></p>
    其他用法一样的标准选择器
    (1)find_parents() find_parent()
    
    find_all() 和 find() 只搜索当前节点的所有子节点,孙子节点等. find_parents() 和 find_parent() 用来搜索当前节点的父辈节点,搜索方法与普通tag的搜索方法相同,搜索文档搜索文档包含的内容
    
    (2)find_next_siblings() find_next_sibling()
    
    这2个方法通过 .next_siblings 属性对当 tag 的所有后面解析的兄弟 tag 节点进行迭代, find_next_siblings() 方法返回所有符合条件的后面的兄弟节点,find_next_sibling() 只返回符合条件的后面的第一个tag节点
    
    (3)find_previous_siblings() find_previous_sibling()
    
    这2个方法通过 .previous_siblings 属性对当前 tag 的前面解析的兄弟 tag 节点进行迭代, find_previous_siblings() 方法返回所有符合条件的前面的兄弟节点, find_previous_sibling() 方法返回第一个符合条件的前面的兄弟节点
    
    (4)find_all_next() find_next()
    
    这2个方法通过 .next_elements 属性对当前 tag 的之后的 tag 和字符串进行迭代, find_all_next() 方法返回所有符合条件的节点, find_next() 方法返回第一个符合条件的节点
    
    (5)find_all_previous() 和 find_previous()
    
    这2个方法通过 .previous_elements 属性对当前节点前面的 tag 和字符串进行迭代, find_all_previous() 方法返回所有符合条件的节点, find_previous()方法返回第一个符合条件的节点
    CSS选择器
    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>
    
    """
    
    soup = BeautifulSoup(html,'lxml')
    print(soup.select('.story .sister'))
    print(soup.select('p a'))
    print(soup.select('#link2'))
    print(soup.select('p')[0])
    [<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>]
    [<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>]
    [<a class="sister" href="http://example.com/lacie" id="link2">Lacie</a>]
    <p class="title" name="dromouse"><b>The Dormouse's story</b></p>
    第一个打印的结果为class属性为‘story’的标签中class属性为‘sister’的元素,使用class进行选择时,名称前需要加一个"."。
    第二个打印结果为p标签中a标签的内容,与第一个返回结果相同。
    第三个打印结果为id为link2标签的内容,在使用id标签进行选择时需要在名字前面加"#"符号。
    第四个打印的是第一个p标签的内容。
    进行层层迭代的输出
    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>
    
    """
    
    soup = BeautifulSoup(html,'lxml')
    for p in soup.select('p'):
        print(p.select('a'))
    []
    [<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>]
    []
    获取属性
    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>
    
    """
    
    soup = BeautifulSoup(html,'lxml')
    for p in soup.select('p'):
        print(p['class'])
    ['title']
    ['story']
    ['story']
    获取内容
    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>
    
    """
    
    soup = BeautifulSoup(html,'lxml')
    for p in soup.select('a'):
        print(p.get_text)
    <bound method Tag.get_text of <a class="sister" href="http://example.com/elsie" id="link1"><!-- Elsie --></a>>
    <bound method Tag.get_text of <a class="sister" href="http://example.com/lacie" id="link2">Lacie</a>>
    <bound method Tag.get_text of <a class="sister" href="http://example.com/tillie" id="link3">Tillie</a>>
    获取到了p标签中a标签的所有内容


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  • 原文地址:https://www.cnblogs.com/tszr/p/11973393.html
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