Python工具篇之Beautiful Soup

1. Beautiful Soup的簡介

Beautiful Soup 是一個(gè)可以從HTML或XML文件中提取數(shù)據(jù)的Python庫.它能夠通過你喜歡的轉(zhuǎn)換器實(shí)現(xiàn)慣用的文檔導(dǎo)航,查找,修改文檔的方式.Beautiful Soup會(huì)幫你節(jié)省數(shù)小時(shí)甚至數(shù)天的工作時(shí)間.Beautiful Soup 3 目前已經(jīng)停止開發(fā),我們推薦在現(xiàn)在的項(xiàng)目中使用Beautiful Soup 4, 移植到BS4,出現(xiàn)的例子在Python2.7和Python3.2中的執(zhí)行結(jié)果相同

2.使用的示例代碼

安裝代碼

sudo easy_install -U beautifulsoup4

下面的一段HTML代碼將作為例子被多次用到.這是 愛麗絲夢游仙境的 的一段內(nèi)容

html_doc = """
<html><head><title>The Dormouse's story</title></head>
<body>
<p class="title"><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" id="link1">Elsie</a>,
<a  class="sister" id="link2">Lacie</a> and
<a  class="sister" id="link3">Tillie</a>;
and they lived at the bottom of a well.</p>

<p class="story">...</p>
"""

常見的元素輸出

#第一個(gè)參數(shù)是html對象
soup=BeautifulSoup(html,"lxml")
#輸出<title>的元素
print soup.title
#輸出<head>的元素
print soup.head
#輸出<a>的元素
print soup.a
#輸出<p>的元素
print soup.p
#輸出name的元素
print soup.name
#輸出head的name屬性
print soup.head.name
#輸出p元素的屬性和對印值得到字典
print soup.p.attrs
#輸出p元素的里面的class屬性
print soup.p['class']
print soup.p.get('class')
#修改class屬性內(nèi)容
soup.p['class']="newClass"
print soup.p
#獲取標(biāo)簽內(nèi)容
print soup.p.string
#輸出所有head屬性的一個(gè)數(shù)組
print soup.head.contents
#遍歷所有body的子節(jié)點(diǎn)
for child in soup.body.children:
    print child
for child in soup.descendants:
    print child

string 、strings和stripped_strings的效果

print soup.head.string  
    #The Dormouse's story
print soup.title.string
    #The Dormouse's story
#獲取多個(gè)內(nèi)容,遍歷獲取所有元素
for string in soup.strings:
    print(repr(string))
    # u"The Dormouse's story"
    # u'\n\n'
    # u"The Dormouse's story"
    # u'\n\n'
    # u'Once upon a time there were three little sisters; and their names were\n'
    # u'Elsie'
    # u',\n'
    # u'Lacie'
    # u' and\n'
    # u'Tillie'
    # u';\nand they lived at the bottom of a well.'
    # u'\n\n'
    # u'...'
    # u'\n
#輸出的字符串中可能包含了很多空格或空行,使用 .stripped_strings 可以去除多余空白內(nèi)容
for string in soup.stripped_strings:
    print(repr(string))
    #u'Once upon a time there were three little sisters; and their names were'
    #u','
    #u'Lacie'   
    #u'and'
    #u'Tillie'
    #u';\nand they lived at the bottom of a well.'

輸出父節(jié)點(diǎn)parent、parents

content=soup.head.title.string
print content.parent.name
#title
for parent in content.parents:
    print parent.name
    #title
    #head
    #html
    #[document]

兄弟節(jié)點(diǎn)next_sibling和prev_sibling

print soup.p.next_sibling
#
#
#
print soup.p.prev_sibling
#None
print soup.p.next_sibling.next_sibling
#<p class="story">Once upon a time there were three little sisters; and their names were
#<a class="sister"  id="link1"><!-- Elsie --></a>,
#<a class="sister"  id="link2">Lacie</a> and
#<a class="sister"  id="link3">Tillie</a>;
and they lived at the bottom of a well.</p>

搜索文檔樹
函數(shù)原型

find_all( name , attrs , recursive , string , **kwargs )
find_parents( name , attrs , recursive , string , **kwargs )
find_parent( name , attrs , recursive , string , **kwargs )
。。。

1.name查找所有名為name的tag

soup=BeautifulSoup(html,"lxml")
print soup.find_all('p')
#[<p class="title" name="dromouse"><b>The Dormouse's story</b></p>, <p class="story">Once upon a time there were three little si
sters; and their names were\n<a class="sister"  id="link1"><!-- Elsie --></a>,\n<a class="sister
"  id="link2">Lacie</a> and\n<a class="sister"  id="link3">Tilli
e</a>;\nand they lived at the bottom of a well.</p>]

2.傳入正則表達(dá)

soup=BeautifulSoup(html,"lxml")
for tag in soup.find_all(re.compile("b.*?")):
    print(tag.name)
    #body
    #b

3.傳入數(shù)組

soup=BeautifulSoup(html,"lxml")
#包含a,b標(biāo)簽
print soup.find_all(["a","b"])  
#[<b>The Dormouse's story</b>, <a class="sister"  id="link1"><!-- Elsie --></a>, <a class="sister
"  id="link2">Lacie</a>, <a class="sister"  id="link3">Tillie</a
>]

4.傳入True

#所有節(jié)點(diǎn)
soup=BeautifulSoup(html,"lxml")
for tag in soup.find_all(True):
    print tag.name 
    #html
    #head
    #title
    #body
    #p
    #b
    #p
    #a
    #a
    #a

5.傳入方法

#含有class而沒有href的tag
def has_class_but_no_id(tag):
    return tag.has_attr('class') and not tag.has_attr('href')
print soup.find_all(has_class_but_no_id)
#[<p class="title" name="dromouse"><b>The Dormouse's story</b></p>, <p class="story">Once upon a time there were three little si
sters; and their names were\n<a class="sister"  id="link1"><!-- Elsie --></a>,\n<a class="sister
"  id="link2">Lacie</a> and\n<a class="sister"  id="link3">Tilli
e</a>;\nand they lived at the bottom of a well.</p>]

6.傳入字典

soup=BeautifulSoup(html,"lxml")
#id含有l(wèi)ink2項(xiàng)的
print soup.find_all(id='link2') 
#[<a class="sister"  id="link2">Lacie</a>]
#href中含有elsie項(xiàng)
print soup.find_all(href=re.compile("elsie"))
#[<a class="sister"  id="link1"><!-- Elsie --></a>]
#href含有elsie項(xiàng)并且id為link1項(xiàng)
print soup.find_all(href=re.compile("elsie"),id='link1') 
#[<a class="sister"  id="link1"><!-- Elsie --></a>]

中文文檔

http://beautifulsoup.readthedocs.io/zh_CN/latest/

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