一、Python lxml的基本应用

 1 <html>
 2  <head>
 3   <title>
 4    The Dormouse's story
 5   </title>
 6  </head>
 7  <body>
 8   <p class="title">
 9    <b>
10     The Dormouse's story
11    </b>
12   </p>
13   <p class="story">
14    Once upon a time there were three little sisters; and their names were
15    <a class="sister" href="http://example.com/elsie" id="link1">
16     Elsie
17    </a>
18    ,
19    <a class="sister" href="http://example.com/lacie" id="link2">
20     Lacie
21    </a>
22    and
23    <a class="sister" href="http://example.com/tillie" id="link3">
24     Tillie
25    </a>
26    ; and they lived at the bottom of a well.
27   </p>
28   <p class="story">
29    ...
30   </p>
31  </body>
32 </html>

 1.使用lxml.etree和lxml.cssselect解析html源码

 1 from lxml import etree, cssselect
 2 from cssselect import GenericTranslator, SelectorError
 3 
 4 parser = etree.HTMLParser(remove_blank_text=True)
 5 document = etree.fromstring(html_doc, parser)
 6 
 7 # 使用CSS选择器
 8 sel = cssselect.CSSSelector('p a')
 9 results_sel_href = [e.get('href') for e in sel(document)]  # 打印a标签的href属性
10 results_sel_text = [e.text for e in sel(document)]  # 打印<a></a>之间的文本
11 print(results_sel_href)
12 print(results_sel_text)
13 
14 # 使用CSS样式
15 results_css = [e.get('href') for e in document.cssselect('p a')]
16 print(results_css)
17 
18 
19 # 使用xpath
20 try:
21     expression = GenericTranslator().css_to_xpath('p a')
22     print(expression)
23 except SelectorError:
24     print('Invalid selector.')
25 
26 results_xpath = [e.get('href') for e in document.xpath(expression)]  # document.xpath('//a')
27 print(results_xpath)

 

2.cleaning up html 

使用html清理器,可以移除一些嵌入的脚本、标签、CSS样式等html元素,这样可以提高搜索效率。

 1 # cleaning up html
 2 # 1.不使用Cleaner
 3 from lxml.html.clean import Cleaner
 4 html_after_clean = clean_html(html_doc)
 5 print(html_after_clean)
 6 # <div>
 7 #    The Dormouse's story
 8 #  <body>
 9 #   <p class="title">
10 #    <b>
11 #     The Dormouse's story
12 #    </b>
13 #   </p>
14 #   <p class="story">
15 #    Once upon a time there were three little sisters; and their names were
16 #    <a class="sister" href="http://example.com/elsie" >
17 #     Elsie
18 #    </a>
19 #    ,
20 #    <a class="sister" href="http://example.com/lacie" >
21 #     Lacie
22 #    </a>
23 #    and
24 #    <a class="sister" href="http://example.com/tillie" >
25 #     Tillie
26 #    </a>
27 #    ; and they lived at the bottom of a well.
28 #   </p>
29 #   <p class="story">
30 #    ...
31 #   </p>
32 #  </body>
33 # </div>
34 
35 # 2.使用Cleaner
36 cleaner = Cleaner(style=True, links=True, add_nofollow=True, page_structure=False, safe_attrs_only=False)
37 html_with_cleaner = cleaner.clean_html(html_doc)
38 print(html_with_cleaner)
39 # <html>
40 #  <head>
41 #   <title>
42 #    The Dormouse's story
43 #   </title>
44 #  </head>
45 #  <body>
46 #   <p class="title">
47 #    <b>
48 #     The Dormouse's story
49 #    </b>
50 #   </p>
51 #   <p class="story">
52 #    Once upon a time there were three little sisters; and their names were
53 #    <a class="sister" href="http://example.com/elsie" >
54 #     Elsie
55 #    </a>
56 #    ,
57 #    <a class="sister" href="http://example.com/lacie" >
58 #     Lacie
59 #    </a>
60 #    and
61 #    <a class="sister" href="http://example.com/tillie" >
62 #     Tillie
63 #    </a>
64 #    ; and they lived at the bottom of a well.
65 #   </p>
66 #   <p class="story">
67 #    ...
68 #   </p>
69 #  </body>
70 # </html>

 

二、Python lxml的实际应用

1.解析网易云音乐html源码

这是网易云音乐华语歌曲的分类链接http://music.163.com/#/discover/playlist/?order=hot&cat=华语&limit=35&offset=0,打开Chrome F12的Elements查看到页面源码,我们发现每页的歌单都在一个iframe浮窗上面,每首单曲的信息构成一个li标签,包含歌单图片、

歌单链接、歌单名称等。

Python爬虫基础之lxml

 

 1 <ul class="m-cvrlst f-cb" id="m-pl-container"> 
 2    <li> 
 3     <div class="u-cover u-cover-1"> 
 4      <img class="j-flag" src="http://p1.music.126.net/FGe-rVrHlBTbnOvhMR99PQ==/109951162989189558.jpg?param=140y140" /> 
 5      <a title="【说唱】留住你一面,画在我心间" href="/playlist?id=832790627" class="msk"></a> 
 6      <div class="bottom"> 
 7       <a class="icon-play f-fr" title="播放" href="javascript:;" data-res-type="13" data-res-id="832790627" data-res-action="play"></a> 
 8       <span class="icon-headset"></span> 
 9       <span class="nb">1615</span> 
10      </div> 
11     </div> <p class="dec"> <a title="【说唱】留住你一面,画在我心间" href="/playlist?id=832790627" class="tit f-thide s-fc0">【说唱】留住你一面,画在我心间</a> </p> <p><span class="s-fc4">by</span> <a title="JediMindTricks" href="/user/home?id=17647877" class="nm nm-icn f-thide s-fc3">JediMindTricks</a> <sup class="u-icn u-icn-84 "></sup> </p> </li> 
12    <li> 
13     <div class="u-cover u-cover-1"> 
14      <img class="j-flag" src="http://p1.music.126.net/If644P7ZrfPm_qcvtYyfzg==/18936888765458653.jpg?param=140y140" /> 
15      <a title="鞋子好看|国产自赏摇滚噪音流行" href="/playlist?id=721462105" class="msk"></a> 
16      <div class="bottom"> 
17       <a class="icon-play f-fr" title="播放" href="javascript:;" data-res-type="13" data-res-id="721462105" data-res-action="play"></a> 
18       <span class="icon-headset"></span> 
19       <span class="nb">77652</span> 
20      </div> 
21     </div> <p class="dec"> <a title="鞋子好看|国产自赏摇滚噪音流行" href="/playlist?id=721462105" class="tit f-thide s-fc0">鞋子好看|国产自赏摇滚噪音流行</a> </p> <p><span class="s-fc4">by</span> <a title="原创君" href="/user/home?id=201586" class="nm nm-icn f-thide s-fc3">原创君</a> <sup class="u-icn u-icn-1 "></sup> </p> </li> 
22   </ul>

 开始解析html源码

首先实例化一个etree.HTMLParser对象,对html源码简单做下处理,创建cssselect.CSSSelector CSS选择器对象,搜索出无序列表ul下的所有li元素(_Element元素对象),再通过sel(document)遍历所有的_Element对象,使用find方法

find(self, path, namespaces=None) Finds the first matching subelement, by tag name or path. (lxml.ettr/lxml.cssselect 详细API请转义官网http://lxml.de/api/index.html)

通过xpath找到li的子元素img和a,通过_Element的属性attrib获取到属性字典,成功获取到歌单的图片链接,歌单列表链接和歌单名称。

 1 from lxml import etree, cssselect
 2 
 3 html = '''上面提取的html源码'''
 4 parser = etree.HTMLParser(remove_blank_text=True)
 5 document = etree.fromstring(html_doc, parser)
 6 
 7 sel = cssselect.CSSSelector('#m-pl-container > li')
 8 for e in sel(document):
 9     img = e.find('.//div/img')
10     img_url = img.attrib['src']
11     a_msk = e.find(".//div/a[@class='msk']")
12     musicList_url = 'http:/%s' % a_msk.attrib['href']
13     musicList_name = a_msk.attrib['title']
14     print(img_url,musicList_url,musicList_name)