Building a regex to extract domains ONLY

user_14143625 0
Viewed 605

I am looking to create a regex in python in order to extract ONLY the domains from the following the set of URLs at the bottom of this post. I have been using https://regexr.com/ in order to test out my regex before applying Series.str.extract(). So far, I have been able to get VERY close, but it looks like the first character (the first 'w' in www, where there is one included) is not being captured. The regex I have so far is this:

[^\/\/](\w*.\w*.com|\w*.\w*.org|\w*.\w*.cc|\w*.\w*.ly)

How can I modify this to go from http://css-cursor.techstream.org to only css-cursor.techstream.org

'https://www.amazon.com/Technology-Ventures-Enterprise-Thomas-Byers/dp/0073523429',
 'http://www.interactivedynamicvideo.com/',
 'http://www.nytimes.com/2007/11/07/movies/07stein.html?_r=0',
 'http://evonomics.com/advertising-cannot-maintain-internet-heres-solution/',
 'HTTPS://github.com/keppel/pinn',
 'Http://phys.org/news/2015-09-scale-solar-youve.html',
 'https://iot.seeed.cc',
 'http://www.bfilipek.com/2016/04/custom-deleters-for-c-smart-pointers.html',
 'http://beta.crowdfireapp.com/?beta=agnipath',
 'https://www.valid.ly?param',
 'http://css-cursor.techstream.org'
capture python regex
5 Answers

Is the regex a hard requirement, because you need to combine it with an existing regex? If not there's an easy tool in the standard library that does it:

from urllib.parse import urlparse

urls = [
    'https://www.amazon.com/Technology-Ventures-Enterprise-Thomas-Byers/dp/0073523429',
    'http://www.interactivedynamicvideo.com/',
    'http://www.nytimes.com/2007/11/07/movies/07stein.html?_r=0',
    'http://evonomics.com/advertising-cannot-maintain-internet-heres-solution/',
    'HTTPS://github.com/keppel/pinn',
    'Http://phys.org/news/2015-09-scale-solar-youve.html',
    'https://iot.seeed.cc',
    'http://www.bfilipek.com/2016/04/custom-deleters-for-c-smart-pointers.html',
    'http://beta.crowdfireapp.com/?beta=agnipath',
    'https://www.valid.ly?param',
    'http://css-cursor.techstream.org',
]

domains = [urlparse(url).netloc for url in urls]
print(domains)

Well I guess the regex is faster:

>>> netloc = re.compile(r'^https?://([^/?^]+)', flags=re.I)                                                                                                    
>>> %timeit [netloc.match(url).group(1) for url in urls]                                                                                                       
5.66 µs ± 97.7 ns per loop (mean ± std. dev. of 7 runs, 100000 loops each)
>>> %timeit [urlparse(url).netloc for url in urls]                                                                                                             
23.3 µs ± 3.68 µs per loop (mean ± std. dev. of 7 runs, 10000 loops each)
user_3837930

I've changed it a bit to the following expression:

[^\/\/]([\w\-.]*\.(?:org|com|cc|ly))

  1. The . before the TLD is now escaped using \ (\., which means the character . and not "every character").
  2. I've added - and . to the host name (not only \w).
  3. I've grouped the TLDs (org, com, cc, ly) into a non-capturing group ((?:...)) - just to make the regular expression looks cleaner and eliminate repetitions.
user_10586710

According to regexr.com, this should do what you want and is simpler: (?<=\/\/)([^/?']*) . After all, the domain is literally everything after the // up to the next / or ? or end of string.

user_18833160

For the example data, you can use an alternation for com org ly and cc and escape the dot to match it literally.

To match css-cursor.techstream.org you can use a repeated group matching either - or .

Note that [^\/\/] is the same as [^/] and matches any char except a /

\w+(?:[.-]\w+)*\.(?:ly|org|com|cc)\b
  • \w+ Match 1+ word chars
  • (?:[.-]\w+)* Optionally repeat matching either . or - and 1+ word chars
  • \. Match a liter dot (note to escape it)
  • (?:ly|org|com|cc) Non capture group, match any of the alternatives
  • \b A word boundary to prevent a partial match

Regex demo

If you also want to match the protocol, you can use a capture group for the string that you want.

\bhttps?://(\w+(?:[.-]\w+)*\.(?:ly|org|com|cc))\b

Regex demo

user_54249880

I added literal dot . and - dash to the regular expression

data=['https://www.amazon.com/Technology-Ventures-Enterprise-Thomas- 
 Byers/dp/0073523429',
 'http://www.interactivedynamicvideo.com/',
 'http://www.nytimes.com/2007/11/07/movies/07stein.html?_r=0',
 'http://evonomics.com/advertising-cannot-maintain-internet-heres-solution/',
 'HTTPS://github.com/keppel/pinn',
 'Http://phys.org/news/2015-09-scale-solar-youve.html',
 'https://iot.seeed.cc',
 'http://www.bfilipek.com/2016/04/custom-deleters-for-c-smart-pointers.html',
 'http://beta.crowdfireapp.com/?beta=agnipath',
 'https://www.valid.ly?param',
 'http://css-cursor.techstream.org']

import re

pattern = re.compile(r'https?://([\w.\.\-]+)')

for data in data:
     match = pattern.match(data)
     if match:
         print(match.group(1))

output:

www.amazon.com
www.interactivedynamicvideo.com
www.nytimes.com
evonomics.com
iot.seeed.cc
www.bfilipek.com
beta.crowdfireapp.com
www.valid.ly
css-cursor.techstream.org
user_40011770
Related