How can I access namespaced XML elements using BeautifulSoup?
I have an XML document which reads like this:
<xml>
<web:Web>
<web:Total>4000</开发者_运维百科web:Total>
<web:Offset>0</web:Offset>
</web:Web>
</xml>
my question is how do I access them using a library like BeautifulSoup in python?
xmlDom.web["Web"].Total ? does not work?
BeautifulSoup isn't a DOM library per se (it doesn't implement the DOM APIs). To make matters more complicated, you're using namespaces in that xml fragment. To parse that specific piece of XML, you'd use BeautifulSoup as follows:
from BeautifulSoup import BeautifulSoup
xml = """<xml>
<web:Web>
<web:Total>4000</web:Total>
<web:Offset>0</web:Offset>
</web:Web>
</xml>"""
doc = BeautifulSoup( xml )
print doc.find( 'web:total' ).string
print doc.find( 'web:offset' ).string
If you weren't using namespaces, the code could look like this:
from BeautifulSoup import BeautifulSoup
xml = """<xml>
<Web>
<Total>4000</Total>
<Offset>0</Offset>
</Web>
</xml>"""
doc = BeautifulSoup( xml )
print doc.xml.web.total.string
print doc.xml.web.offset.string
The key here is that BeautifulSoup doesn't know (or care) anything about namespaces. Thus web:Web
is treated like a web:web
tag instead of as a Web
tag belonging to th eweb
namespace. While BeautifulSoup adds web:web
to the xml element dictionary, python syntax doesn't recognize web:web
as a single identifier.
You can learn more about it by reading the documentation.
This is an old question but somebody might not know that at least BeautifulSoup 4 does handle namespaces well if you pass 'xml'
as second argument to the constructor:
soup = BeautifulSoup("""<xml>
<web:Web>
<web:Total>4000</web:Total>
<web:Offset>0</web:Offset>
</web:Web>
</xml>""", 'xml')
print soup.prettify()
<?xml version="1.0" encoding="utf-8"?>
<xml>
<Web>
<Total>
4000
</Total>
<Offset>
0
</Offset>
</Web>
</xml>
Environment
import bs4
bs4.__version__
---
4.10.0'
import sys
print(sys.version)
---
3.8.10 (default, Nov 26 2021, 20:14:08)
[GCC 9.3.0]
BS4/XML Parser on XML with namespace definition
from bs4 import BeautifulSoup
xbrl_with_namespace = """
<?xml version="1.0" encoding="UTF-8"?>
<xbrl
xmlns:dei="http://xbrl.sec.gov/dei/2020-01-31"
>
<dei:EntityRegistrantName>
Hoge, Inc.
</dei:EntityRegistrantName>
</xbrl>
"""
soup = BeautifulSoup(xbrl_with_namespace, 'xml')
registrant = soup.find("dei:EntityRegistrantName")
print(registrant.prettify())
---
<dei:EntityRegistrantName>
Hoge, Inc.
</dei:EntityRegistrantName>
BS4/XML Parser on XML without namespace definition
xbrl_without_namespace = """
<?xml version="1.0" encoding="UTF-8"?>
<dei:EntityRegistrantName>
Hoge, Inc.
</dei:EntityRegistrantName>
</xbrl>
"""
soup = BeautifulSoup(xbrl_without_namespace, 'xml')
registrant = soup.find("dei:EntityRegistrantName")
print(registrant)
---
None
BS4/HTML Parser on XML without namespace definition
BS4/HTML parser regards <namespace>:<tag>
as a single tag, besides it lower the letters.
soup = BeautifulSoup(xbrl_without_namespace, 'html.parser')
registrant = soup.find("dei:EntityRegistrantName".lower())
print(registrant)
---
<dei:entityregistrantname>
Hoge, Inc.
</dei:entityregistrantname>
Does not match with capital letters as they have been converted into lower letters.
registrant = soup.find("dei:EntityRegistrantName")
print(registrant)
---
None
Conclusion
- Provide the namespace definitions to use namespaces with XML parser, OR
- Use HTML parser and handle with all small letters.
You should explicitly define your namespace on root element, using xmlns:prefix="URI"
syntax (see examples here), and then you access you attribute via prefix:tag
from BeautifulSoup. Keep in mind,what you also should explicitly define, how BeautifulSoup should process you document, in that case:
xml = BeautifulSoup(xml_content, 'xml')
For the examples below I’m assuming you:
- have your namespaces declared at the top of your XML file:
xmlns:ns_name="http://example.com"
- have your XML parsed as xml:
BeautifulSoup(data, 'xml')
Extracting known tags in a namespace
If <ns_name:tag_name>
is known, the find()
and find_all()
methods will work just fine - as mentioned in this thread already.
# extract the first element with tag name
xml_soup.find('web:Web')
# extract all elements with tag name
xml_soup.find_all('web:Web')
Searching within a namespace with CSS selectors
BS4 also allows you to search within namespaces using CSS selectors by using a prefix: your namespace, a pipe symbol |
and finally your CSS selector. Template: ns_name|css_selector
.
# select all elements in the namespace 'web'
xml_soup.select('web|*')
# selecting specific elements within the namespace 'web'
xml_soup.select('web|Web > Total')
More complex searches within a namespace
For anything more complex, you’ll want to write a custom boolean function:
def ns_and_regex_match(tag) -> bool:
if tag.prefix != 'web':
return False
return bool(re.search('^Off.*$', tag.name))
xml_soup.find_all(ns_and_regex_match)
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