Extracting email addresses from messy text in OpenRefine

Question

I am trying to extract just the emails from text column in openrefine. some cells have just the email, but others have the name and email in john doe <john@doe.com> format. I have been using the following GREL/regex but it does not return the entire email address. For the above exaple I'm getting ["n@doe.com"]

value.match(
/.*([a-zA-Z0-9_\-\+]+@[\._a-zA-Z0-9-]+).*/
)

Any help is much appreciated.

Answer 1

The n is captured because you are using .* before the capturing group, and since it can match any 0+ chars other than line break chars greedily the only char that can land in Group 1 during backtracking is the char right before @ .

If you can get partial matches git rid of the .* and use

/[^<\s]+@[^\s>]+/

See the regex demo

Details

• [^<\\s]+ - 1 or more chars other than < and whitespace
• @ - a @ char
• [^\\s>]+ - 1 or more chars other than whitespace and > .

Python/Jython implementation :

import re
res = ''
m = re.search(r'[^<\s]+@[^\s>]+', value)
if m:
    res = m.group(0)
return res

There are other ways to match these strings. In case you need a full string match .*<([^<]+@[^>]+)>.* where .* will not gobble the name since it will stop before an obligatory < .

Answer 2

If some cells contain just the email, it's probably better to use the @wiktor-stribiżew's partial match. In the development version of Open Refine, there is now a value.find() function that can do this , but it will only be officially implemented in the next version (2.9). In the meantime, you can reproduce it using Python/Jython instead of GREL:

import re
return re.findall(r"[^<\s]+@[^\s>]+", value)[0]

Result :