Python:用渐进式数字重命名列表中的重复项而不对列表进行排序
问题描述
给定这样的列表:
mylist = ["name", "state", "name", "city", "name", "zip", "zip"]
我想通过附加一个数字来重命名重复项以获得以下结果:
I would like to rename the duplicates by appending a number to get the following result:
mylist = ["name1", "state", "name2", "city", "name3", "zip1", "zip2"]
我不想更改原始列表的顺序.针对此相关 Stack Overflow 问题建议的解决方案对列表进行排序，我不想这样做.
I do not want to change the order of the original list. The solutions suggested for this related Stack Overflow question sorts the list, which I do not want to do.
解决方案
我会这样做.我把它写成一个更通用的实用函数，因为人们似乎喜欢这个答案.
This is how I would do it. I wrote this into a more generalized utility function since people seem to like this answer.
mylist = ["name", "state", "name", "city", "name", "zip", "zip"]
check = ["name1", "state", "name2", "city", "name3", "zip1", "zip2"]
copy = mylist[:] # so we will only mutate the copy in case of failure
from collections import Counter # Counter counts the number of occurrences of each item
from itertools import tee, count
def uniquify(seq, suffs = count(1)):
"""Make all the items unique by adding a suffix (1, 2, etc).
`seq` is mutable sequence of strings.
`suffs` is an optional alternative suffix iterable.
"""
not_unique = [k for k,v in Counter(seq).items() if v>1] # so we have: ['name', 'zip']
# suffix generator dict - e.g., {'name': <my_gen>, 'zip': <my_gen>}
suff_gens = dict(zip(not_unique, tee(suffs, len(not_unique))))
for idx,s in enumerate(seq):
try:
suffix = str(next(suff_gens[s]))
except KeyError:
# s was unique
continue
else:
seq[idx] += suffix
uniquify(copy)
assert copy==check # raise an error if we failed
mylist = copy # success
如果您想在每个计数前添加下划线，您可以执行以下操作:
If you wanted to append an underscore before each count, you could do something like this:
>>> mylist = ["name", "state", "name", "city", "name", "zip", "zip"]
>>> uniquify(mylist, (f'_{x!s}' for x in range(1, 100)))
>>> mylist
['name_1', 'state', 'name_2', 'city', 'name_3', 'zip_1', 'zip_2']
...或者如果您想改用字母:
...or if you wanted to use letters instead:
>>> mylist = ["name", "state", "name", "city", "name", "zip", "zip"]
>>> import string
>>> uniquify(mylist, (f'_{x!s}' for x in string.ascii_lowercase))
>>> mylist
['name_a', 'state', 'name_b', 'city', 'name_c', 'zip_a', 'zip_b']
注意:这不是最快的算法；为此，请参阅 ronakg 的答案.上述函数的优点是易于理解和阅读，除非您有一个非常大的列表，否则您不会看到太大的性能差异.
NOTE: this is not the fastest possible algorithm; for that, refer to the answer by ronakg. The advantage of the function above is it is easy to understand and read, and you're not going to see much of a performance difference unless you have an extremely large list.
这是我在单行中的原始答案，但是顺序没有保留，它使用 .index 方法，这是非常次优的(如 DTing的答案).请参阅 queezz 的答案，了解保持秩序的良好双线".
Here is my original answer in a one-liner, however the order is not preserved and it uses the .index method, which is extremely suboptimal (as explained in the answer by DTing). See the answer by queezz for a nice 'two-liner' that preserves order.
[s + str(suffix) if num>1 else s for s,num in Counter(mylist).items() for suffix in range(1, num+1)]
# Produces: ['zip1', 'zip2', 'city', 'state', 'name1', 'name2', 'name3']
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