Extracting text from HTML file using Python

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 30  2089

I\'d like to extract the text from an HTML file using Python. I want essentially the same output I would get if I copied the text from a browser and pasted it into notepad.

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30条回答

盖世英雄少女心

2020-11-22 04:30

install html2text using

pip install html2text

then,

>>> import html2text
>>>
>>> h = html2text.HTML2Text()
>>> # Ignore converting links from HTML
>>> h.ignore_links = True
>>> print h.handle("<p>Hello, <a href='http://earth.google.com/'>world</a>!")
Hello, world!

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庸人自扰

2020-11-22 04:31

Found myself facing just the same problem today. I wrote a very simple HTML parser to strip incoming content of all markups, returning the remaining text with only a minimum of formatting.

from HTMLParser import HTMLParser
from re import sub
from sys import stderr
from traceback import print_exc

class _DeHTMLParser(HTMLParser):
    def __init__(self):
        HTMLParser.__init__(self)
        self.__text = []

    def handle_data(self, data):
        text = data.strip()
        if len(text) > 0:
            text = sub('[ \t\r\n]+', ' ', text)
            self.__text.append(text + ' ')

    def handle_starttag(self, tag, attrs):
        if tag == 'p':
            self.__text.append('\n\n')
        elif tag == 'br':
            self.__text.append('\n')

    def handle_startendtag(self, tag, attrs):
        if tag == 'br':
            self.__text.append('\n\n')

    def text(self):
        return ''.join(self.__text).strip()


def dehtml(text):
    try:
        parser = _DeHTMLParser()
        parser.feed(text)
        parser.close()
        return parser.text()
    except:
        print_exc(file=stderr)
        return text


def main():
    text = r'''
        <html>
            <body>
                <b>Project:</b> DeHTML<br>
                <b>Description</b>:<br>
                This small script is intended to allow conversion from HTML markup to 
                plain text.
            </body>
        </html>
    '''
    print(dehtml(text))


if __name__ == '__main__':
    main()

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悲哀的现实

2020-11-22 04:32
NOTE: NTLK no longer supports clean_html function

Original answer below, and an alternative in the comments sections.

Use NLTK

I wasted my 4-5 hours fixing the issues with html2text. Luckily i could encounter NLTK.
It works magically.
```
import nltk   
from urllib import urlopen

url = "http://news.bbc.co.uk/2/hi/health/2284783.stm"    
html = urlopen(url).read()    
raw = nltk.clean_html(html)  
print(raw)
```
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孤独总比滥情好

2020-11-22 04:32

While alot of people mentioned using regex to strip html tags, there are a lot of downsides.

for example:

<p>hello&nbsp;world</p>I love you

Should be parsed to:

Hello world
I love you

Here's a snippet I came up with, you can cusomize it to your specific needs, and it works like a charm

import re
import html
def html2text(htm):
    ret = html.unescape(htm)
    ret = ret.translate({
        8209: ord('-'),
        8220: ord('"'),
        8221: ord('"'),
        160: ord(' '),
    })
    ret = re.sub(r"\s", " ", ret, flags = re.MULTILINE)
    ret = re.sub("<br>|<br />|</p>|</div>|</h\d>", "\n", ret, flags = re.IGNORECASE)
    ret = re.sub('<.*?>', ' ', ret, flags=re.DOTALL)
    ret = re.sub(r"  +", " ", ret)
    return ret

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傲寒

2020-11-22 04:33
You can use html2text method in the stripogram library also.
```
from stripogram import html2text
text = html2text(your_html_string)
```
To install stripogram run sudo easy_install stripogram
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被撕碎了的回忆

2020-11-22 04:33

In Python 3.x you can do it in a very easy way by importing 'imaplib' and 'email' packages. Although this is an older post but maybe my answer can help new comers on this post.

status, data = self.imap.fetch(num, '(RFC822)')
email_msg = email.message_from_bytes(data[0][1]) 
#email.message_from_string(data[0][1])

#If message is multi part we only want the text version of the body, this walks the message and gets the body.

if email_msg.is_multipart():
    for part in email_msg.walk():       
        if part.get_content_type() == "text/plain":
            body = part.get_payload(decode=True) #to control automatic email-style MIME decoding (e.g., Base64, uuencode, quoted-printable)
            body = body.decode()
        elif part.get_content_type() == "text/html":
            continue

Now you can print body variable and it will be in plaintext format :) If it is good enough for you then it would be nice to select it as accepted answer.

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