How to combine multiple regex into single one in python?
I'm learning about regular expression. I don't know how to combine different regular expression to make a single generic regular expression.
I want to write a single regular expression which works for multiple cases. I know this is can be done with naive approach by using or " | " operator.
I don't like this approach. Can anybody tell me better approach?
Solution 1:
You need to compile all your regex functions. Check this example:
import re
re1 = r'\d+\.\d*[L][-]\d*\s[A-Z]*[/]\d*'
re2 = '\d*[/]\d*[A-Z]*\d*\s[A-Z]*\d*[A-Z]*'
re3 = '[A-Z]*\d+[/]\d+[A-Z]\d+'
re4 = '\d+[/]\d+[A-Z]*\d+\s\d+[A-Z]\s[A-Z]*'
sentences = [string1, string2, string3, string4]
for sentence in sentences:
generic_re = re.compile("(%s|%s|%s|%s)" % (re1, re2, re3, re4)).findall(sentence)
Solution 2:
To findall
with an arbitrary series of REs all you have to do is concatenate the list of matches which each returns:
re_list = [
'\d+\.\d*[L][-]\d*\s[A-Z]*[/]\d*', # re1 in question,
...
'\d+[/]\d+[A-Z]*\d+\s\d+[A-z]\s[A-Z]*', # re4 in question
]
matches = []
for r in re_list:
matches += re.findall( r, string)
For efficiency it would be better to use a list of compiled REs.
Alternatively you could join the element RE strings using
generic_re = re.compile( '|'.join( re_list) )