Yes, you can use a regular expression for this:
import re
output = re.sub(r'\d+', '', '123hello 456world')
print output # 'hello world'
Answer from Martin Konecny on Stack OverflowYes, you can use a regular expression for this:
import re
output = re.sub(r'\d+', '', '123hello 456world')
print output # 'hello world'
str.translate should be efficient.
In [7]: 'hello467'.translate(None, '0123456789')
Out[7]: 'hello'
To compare str.translate against re.sub:
In [13]: %%timeit r=re.compile(r'\d')
output = r.sub('', my_str)
....:
100000 loops, best of 3: 5.46 µs per loop
In [16]: %%timeit pass
output = my_str.translate(None, '0123456789')
....:
1000000 loops, best of 3: 713 ns per loop
How to remove stop words from text in nltk?
Do you need nltk to remove punctuation in python?
How to get a word token in nltk?
Add a space before the \d+.
>>> s = "This must not b3 delet3d, but the number at the end yes 134411"
>>> s = re.sub(" \d+", " ", s)
>>> s
'This must not b3 delet3d, but the number at the end yes '
Edit: After looking at the comments, I decided to form a more complete answer. I think this accounts for all the cases.
s = re.sub("^\d+\s|\s\d+\s|\s\d+$", " ", s)
Try this:
"\b\d+\b"
That'll match only those digits that are not part of another word.
Would this work for your situation?
>>> s = '12abcd405'
>>> result = ''.join([i for i in s if not i.isdigit()])
>>> result
'abcd'
This makes use of a list comprehension, and what is happening here is similar to this structure:
no_digits = []
# Iterate through the string, adding non-numbers to the no_digits list
for i in s:
if not i.isdigit():
no_digits.append(i)
# Now join all elements of the list with '',
# which puts all of the characters together.
result = ''.join(no_digits)
As @AshwiniChaudhary and @KirkStrauser point out, you actually do not need to use the brackets in the one-liner, making the piece inside the parentheses a generator expression (more efficient than a list comprehension). Even if this doesn't fit the requirements for your assignment, it is something you should read about eventually :) :
>>> s = '12abcd405'
>>> result = ''.join(i for i in s if not i.isdigit())
>>> result
'abcd'
And, just to throw it in the mix, is the oft-forgotten str.translate which will work a lot faster than looping/regular expressions:
For Python 2:
from string import digits
s = 'abc123def456ghi789zero0'
res = s.translate(None, digits)
# 'abcdefghizero'
For Python 3:
from string import digits
s = 'abc123def456ghi789zero0'
remove_digits = str.maketrans('', '', digits)
res = s.translate(remove_digits)
# 'abcdefghizero'