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Editorial Team
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Editorial Team
Asked: June 13, 20262026-06-13T16:26:19+00:00 2026-06-13T16:26:19+00:00

Is there any simple, robust and fast way to extract all anchors’ href attributes

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Is there any simple, robust and fast way to extract all anchors’ href attributes HTML in python?

I know there is a solution using BeautifulSoup, but the problem with BeautifulSoup is that it’s too heavy, and consumes a lot of memory on some URLs.

The task that I’m talking about is very simple – just run over an HTML and return all the HREFs of all the anchors.

Anybody knows?

Thanks!

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  1. Editorial Team
    Editorial Team
    2026-06-13T16:26:21+00:00Added an answer on June 13, 2026 at 4:26 pm

    You could use the HTMLParser.

    from HTMLParser import HTMLParser
    
    class extract_href(HTMLParser):
        def handle_starttag(self, tag, attrs):
            if tag == "a":
                for key, val in attrs:
                    if key == 'href':
                        print val
    
    parser = extract_href()
    parser.feed("""<p><a href='www.stackoverflow.com'>link</a></p>""")
    
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