Extract float/double value

How do I extract a double value from a string using regex.

import re

pattr = re.compile(???)    
x = pattr.match("4.5")

Answers:

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Method 1

A regexp from the perldoc perlretut:

import re
re_float = re.compile("""(?x)
   ^
      [+-]? *      # first, match an optional sign *and space*
      (             # then match integers or f.p. mantissas:
          d+       # start out with a ...
          (
              .d* # mantissa of the form a.b or a.
          )?        # ? takes care of integers of the form a
         |.d+     # mantissa of the form .b
      )
      ([eE][+-]?d+)?  # finally, optionally match an exponent
   $""")
m = re_float.match("4.5")
print m.group(0)
# -> 4.5

To extract numbers from a bigger string:

s = """4.5 abc -4.5 abc - 4.5 abc + .1e10 abc . abc 1.01e-2 abc 
       1.01e-.2 abc 123 abc .123"""
print re.findall(r"[+-]? *(?:d+(?:.d*)?|.d+)(?:[eE][+-]?d+)?", s)
# -> ['4.5', '-4.5', '- 4.5', '+ .1e10', ' 1.01e-2',
#     '       1.01', '-.2', ' 123', ' .123']

Method 2

Here’s the easy way. Don’t use regex’s for built-in types.

try:
    x = float( someString )
except ValueError, e:
    # someString was NOT floating-point, what now?

Method 3

For parse int and float (point separator) values:

re.findall( r'd+.*d*', 'some 12 12.3 0 any text 0.8' )

result:

['12', '12.3', '0', '0.8']

Method 4

a float as regular expression in brute force. there are smaller differences to the version of J.F. Sebastian:

import re
if __name__ == '__main__':
  x = str(1.000e-123)
  reFloat = r'(^[+-]?d+(?:.d+)?(?:[eE][+-]d+)?$)'
  print re.match(reFloat,x)

>>> <_sre.SRE_Match object at 0x0054D3E0>

Method 5

Just to note that none of these answers cover the interesting edge cases such as “inf”, “NaN”, “-iNf”, “-NaN”, “1e-1_2_3_4_5_6”, etc.

(inspired by Eric’s answer here Checking if a string can be converted to float in Python)

All methods was sourced from stackoverflow.com or stackexchange.com, is licensed under cc by-sa 2.5, cc by-sa 3.0 and cc by-sa 4.0