问题:我们可以将xpath与BeautifulSoup一起使用吗?
我正在使用BeautifulSoup抓取网址,并且我有以下代码
import urllib
import urllib2
from BeautifulSoup import BeautifulSoup
url = "http://www.example.com/servlet/av/ResultTemplate=AVResult.html"
req = urllib2.Request(url)
response = urllib2.urlopen(req)
the_page = response.read()
soup = BeautifulSoup(the_page)
soup.findAll('td',attrs={'class':'empformbody'})
现在在上面的代码中,我们可以findAll
用来获取标签和与其相关的信息,但是我想使用xpath。是否可以将xpath与BeautifulSoup一起使用?如果可能的话,任何人都可以给我提供示例代码,以便提供更多帮助吗?
I am using BeautifulSoup to scrape a url and I had the following code
import urllib
import urllib2
from BeautifulSoup import BeautifulSoup
url = "http://www.example.com/servlet/av/ResultTemplate=AVResult.html"
req = urllib2.Request(url)
response = urllib2.urlopen(req)
the_page = response.read()
soup = BeautifulSoup(the_page)
soup.findAll('td',attrs={'class':'empformbody'})
Now in the above code we can use findAll
to get tags and information related to them, but I want to use xpath. Is it possible to use xpath with BeautifulSoup? If possible, can anyone please provide me an example code so that it will be more helpful?
回答 0
不,BeautifulSoup本身不支持XPath表达式。
另一种库,LXML,不支持的XPath 1.0。它具有BeautifulSoup兼容模式,它将尝试以Soup的方式解析损坏的HTML。但是,默认的lxml HTML解析器可以很好地完成解析损坏的HTML的工作,而且我相信它的速度更快。
将文档解析为lxml树后,就可以使用该.xpath()
方法搜索元素。
try:
# Python 2
from urllib2 import urlopen
except ImportError:
from urllib.request import urlopen
from lxml import etree
url = "http://www.example.com/servlet/av/ResultTemplate=AVResult.html"
response = urlopen(url)
htmlparser = etree.HTMLParser()
tree = etree.parse(response, htmlparser)
tree.xpath(xpathselector)
还有一个带有附加功能的专用lxml.html()
模块。
请注意,在上面的示例中,我将response
对象直接传递给lxml
,因为直接从流中读取解析器比将响应首先读取到大字符串中更为有效。要对requests
库执行相同的操作,您需要在启用透明传输解压缩后设置stream=True
并传递response.raw
对象:
import lxml.html
import requests
url = "http://www.example.com/servlet/av/ResultTemplate=AVResult.html"
response = requests.get(url, stream=True)
response.raw.decode_content = True
tree = lxml.html.parse(response.raw)
您可能会感兴趣的是CSS选择器支持;在CSSSelector
类转换CSS语句转换为XPath表达式,使您的搜索td.empformbody
更加容易:
from lxml.cssselect import CSSSelector
td_empformbody = CSSSelector('td.empformbody')
for elem in td_empformbody(tree):
# Do something with these table cells.
即将来临:BeautifulSoup本身确实具有非常完整的CSS选择器支持:
for cell in soup.select('table#foobar td.empformbody'):
# Do something with these table cells.
Nope, BeautifulSoup, by itself, does not support XPath expressions.
An alternative library, lxml, does support XPath 1.0. It has a BeautifulSoup compatible mode where it’ll try and parse broken HTML the way Soup does. However, the default lxml HTML parser does just as good a job of parsing broken HTML, and I believe is faster.
Once you’ve parsed your document into an lxml tree, you can use the .xpath()
method to search for elements.
try:
# Python 2
from urllib2 import urlopen
except ImportError:
from urllib.request import urlopen
from lxml import etree
url = "http://www.example.com/servlet/av/ResultTemplate=AVResult.html"
response = urlopen(url)
htmlparser = etree.HTMLParser()
tree = etree.parse(response, htmlparser)
tree.xpath(xpathselector)
There is also a dedicated lxml.html()
module with additional functionality.
Note that in the above example I passed the response
object directly to lxml
, as having the parser read directly from the stream is more efficient than reading the response into a large string first. To do the same with the requests
library, you want to set stream=True
and pass in the response.raw
object after enabling transparent transport decompression:
import lxml.html
import requests
url = "http://www.example.com/servlet/av/ResultTemplate=AVResult.html"
response = requests.get(url, stream=True)
response.raw.decode_content = True
tree = lxml.html.parse(response.raw)
Of possible interest to you is the CSS Selector support; the CSSSelector
class translates CSS statements into XPath expressions, making your search for td.empformbody
that much easier:
from lxml.cssselect import CSSSelector
td_empformbody = CSSSelector('td.empformbody')
for elem in td_empformbody(tree):
# Do something with these table cells.
Coming full circle: BeautifulSoup itself does have very complete CSS selector support:
for cell in soup.select('table#foobar td.empformbody'):
# Do something with these table cells.
回答 1
我可以确认Beautiful Soup中没有XPath支持。
I can confirm that there is no XPath support within Beautiful Soup.
回答 2
正如其他人所说,BeautifulSoup没有xpath支持。可能有很多方法可以从xpath中获取某些东西,包括使用Selenium。但是,以下是可在Python 2或3中使用的解决方案:
from lxml import html
import requests
page = requests.get('http://econpy.pythonanywhere.com/ex/001.html')
tree = html.fromstring(page.content)
#This will create a list of buyers:
buyers = tree.xpath('//div[@title="buyer-name"]/text()')
#This will create a list of prices
prices = tree.xpath('//span[@class="item-price"]/text()')
print('Buyers: ', buyers)
print('Prices: ', prices)
我以此为参考。
As others have said, BeautifulSoup doesn’t have xpath support. There are probably a number of ways to get something from an xpath, including using Selenium. However, here’s a solution that works in either Python 2 or 3:
from lxml import html
import requests
page = requests.get('http://econpy.pythonanywhere.com/ex/001.html')
tree = html.fromstring(page.content)
#This will create a list of buyers:
buyers = tree.xpath('//div[@title="buyer-name"]/text()')
#This will create a list of prices
prices = tree.xpath('//span[@class="item-price"]/text()')
print('Buyers: ', buyers)
print('Prices: ', prices)
I used this as a reference.
回答 3
BeautifulSoup 从当前指向子元素的元素中有一个名为findNext的函数,因此:
father.findNext('div',{'class':'class_value'}).findNext('div',{'id':'id_value'}).findAll('a')
上面的代码可以模仿以下xpath:
div[class=class_value]/div[id=id_value]
BeautifulSoup has a function named findNext from current element directed childern,so:
father.findNext('div',{'class':'class_value'}).findNext('div',{'id':'id_value'}).findAll('a')
Above code can imitate the following xpath:
div[class=class_value]/div[id=id_value]
回答 4
我搜索了他们的文档,似乎没有xpath选项。此外,你可以看到在这里对SO类似的问题时,OP是要求从XPath来BeautifulSoup一个翻译,所以我的结论是-没有,没有的XPath解析可用。
I’ve searched through their docs and it seems there is not xpath option. Also, as you can see here on a similar question on SO, the OP is asking for a translation from xpath to BeautifulSoup, so my conclusion would be – no, there is no xpath parsing available.
回答 5
当您使用lxml时,一切都很简单:
tree = lxml.html.fromstring(html)
i_need_element = tree.xpath('//a[@class="shared-components"]/@href')
但是使用BeautifulSoup BS4时也很简单:
- 首先删除“ //”和“ @”
- 第二个-在“ =“之前添加星号
试试这个魔术:
soup = BeautifulSoup(html, "lxml")
i_need_element = soup.select ('a[class*="shared-components"]')
如您所见,这不支持子标签,因此我删除了“ / @ href”部分
when you use lxml all simple:
tree = lxml.html.fromstring(html)
i_need_element = tree.xpath('//a[@class="shared-components"]/@href')
but when use BeautifulSoup BS4 all simple too:
- first remove “//” and “@”
- second – add star before “=”
try this magic:
soup = BeautifulSoup(html, "lxml")
i_need_element = soup.select ('a[class*="shared-components"]')
as you see, this does not support sub-tag, so i remove “/@href” part
回答 6
也许您可以在没有XPath的情况下尝试以下操作
from simplified_scrapy.simplified_doc import SimplifiedDoc
html = '''
<html>
<body>
<div>
<h1>Example Domain</h1>
<p>This domain is for use in illustrative examples in documents. You may use this
domain in literature without prior coordination or asking for permission.</p>
<p><a href="https://www.iana.org/domains/example">More information...</a></p>
</div>
</body>
</html>
'''
# What XPath can do, so can it
doc = SimplifiedDoc(html)
# The result is the same as doc.getElementByTag('body').getElementByTag('div').getElementByTag('h1').text
print (doc.body.div.h1.text)
print (doc.div.h1.text)
print (doc.h1.text) # Shorter paths will be faster
print (doc.div.getChildren())
print (doc.div.getChildren('p'))
Maybe you can try the following without XPath
from simplified_scrapy.simplified_doc import SimplifiedDoc
html = '''
<html>
<body>
<div>
<h1>Example Domain</h1>
<p>This domain is for use in illustrative examples in documents. You may use this
domain in literature without prior coordination or asking for permission.</p>
<p><a href="https://www.iana.org/domains/example">More information...</a></p>
</div>
</body>
</html>
'''
# What XPath can do, so can it
doc = SimplifiedDoc(html)
# The result is the same as doc.getElementByTag('body').getElementByTag('div').getElementByTag('h1').text
print (doc.body.div.h1.text)
print (doc.div.h1.text)
print (doc.h1.text) # Shorter paths will be faster
print (doc.div.getChildren())
print (doc.div.getChildren('p'))
回答 7
from lxml import etree
from bs4 import BeautifulSoup
soup = BeautifulSoup(open('path of your localfile.html'),'html.parser')
dom = etree.HTML(str(soup))
print dom.xpath('//*[@id="BGINP01_S1"]/section/div/font/text()')
上面使用了Soup对象和lxml的组合,并且可以使用xpath提取值
from lxml import etree
from bs4 import BeautifulSoup
soup = BeautifulSoup(open('path of your localfile.html'),'html.parser')
dom = etree.HTML(str(soup))
print dom.xpath('//*[@id="BGINP01_S1"]/section/div/font/text()')
Above used the combination of Soup object with lxml and one can extract the value using xpath
回答 8
这是一个很旧的线程,但是现在有一个解决方法,当时在BeautifulSoup中可能还没有。
这是我所做的一个例子。我使用“请求”模块读取RSS提要,并在名为“ rss_text”的变量中获取其文本内容。这样,我就可以通过BeautifulSoup运行它,搜索xpath / rss / channel / title,并检索其内容。它并不是XPath的全部功能(通配符,多个路径等),但是,如果您只有要定位的基本路径,则可以使用。
from bs4 import BeautifulSoup
rss_obj = BeautifulSoup(rss_text, 'xml')
cls.title = rss_obj.rss.channel.title.get_text()
This is a pretty old thread, but there is a work-around solution now, which may not have been in BeautifulSoup at the time.
Here is an example of what I did. I use the “requests” module to read an RSS feed and get its text content in a variable called “rss_text”. With that, I run it thru BeautifulSoup, search for the xpath /rss/channel/title, and retrieve its contents. It’s not exactly XPath in all its glory (wildcards, multiple paths, etc.), but if you just have a basic path you want to locate, this works.
from bs4 import BeautifulSoup
rss_obj = BeautifulSoup(rss_text, 'xml')
cls.title = rss_obj.rss.channel.title.get_text()