如何正确排序带数字的字符串? [英] How to correctly sort a string with a number inside?
问题描述
Possible Duplicate:
Does Python have a built in function for string natural sort?
我有一个包含数字的字符串列表,我找不到一种对它们进行排序的好方法.
例如,我得到这样的东西:
I have a list of strings containing numbers and I cannot find a good way to sort them.
For example I get something like this:
something1
something12
something17
something2
something25
something29
使用sort()
方法.
我知道我可能需要以某种方式提取数字,然后对列表进行排序,但是我不知道如何以最简单的方式做到这一点.
I know that I probably need to extract the numbers somehow and then sort the list but I have no idea how to do it in the most simple way.
推荐答案
Perhaps you are looking for human sorting (also known as natural sorting):
import re
def atoi(text):
return int(text) if text.isdigit() else text
def natural_keys(text):
'''
alist.sort(key=natural_keys) sorts in human order
http://nedbatchelder.com/blog/200712/human_sorting.html
(See Toothy's implementation in the comments)
'''
return [ atoi(c) for c in re.split(r'(\d+)', text) ]
alist=[
"something1",
"something12",
"something17",
"something2",
"something25",
"something29"]
alist.sort(key=natural_keys)
print(alist)
收益
['something1', 'something2', 'something12', 'something17', 'something25', 'something29']
PS.我已经更改了答案,以使用Toothy的自然排序实现(发布在评论此处 ),因为它比我原来的答案要快得多.
PS. I've changed my answer to use Toothy's implementation of natural sorting (posted in the comments here) since it is significantly faster than my original answer.
如果您希望使用浮点数对文本进行排序,则需要将正则表达式从与整数匹配的正则表达式(即(\d+)
)更改为
If you wish to sort text with floats, then you'll need to change the regex from one that matches ints (i.e. (\d+)
) to a regex that matches floats:
import re
def atof(text):
try:
retval = float(text)
except ValueError:
retval = text
return retval
def natural_keys(text):
'''
alist.sort(key=natural_keys) sorts in human order
http://nedbatchelder.com/blog/200712/human_sorting.html
(See Toothy's implementation in the comments)
float regex comes from https://stackoverflow.com/a/12643073/190597
'''
return [ atof(c) for c in re.split(r'[+-]?([0-9]+(?:[.][0-9]*)?|[.][0-9]+)', text) ]
alist=[
"something1",
"something2",
"something1.0",
"something1.25",
"something1.105"]
alist.sort(key=natural_keys)
print(alist)
收益
['something1', 'something1.0', 'something1.105', 'something1.25', 'something2']
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