Python 3 sort a dict by its values
The only methods I found work for python2 or return only list of tuples.
Is it possible to sort dictionary, e.g. {"aa": 3, "bb": 4, "cc": 2, "dd": 1}
, by its values?
Order of sorted dictionary I want to achieve is from largest to smallest. I want results to look like this:
bb 4
aa 3
cc 2
dd 1
And after sorting I want to store it into a text file.
Solution 1:
itemgetter
(see other answers) is (as I know) more efficient for large dictionaries but for the common case, I believe that d.get
wins. And it does not require an extra import
.
>>> d = {"aa": 3, "bb": 4, "cc": 2, "dd": 1}
>>> for k in sorted(d, key=d.get, reverse=True):
... k, d[k]
...
('bb', 4)
('aa', 3)
('cc', 2)
('dd', 1)
Note that alternatively you can set d.__getitem__
as key
function which may provide a small performance boost over d.get
.
Solution 2:
from collections import OrderedDict
from operator import itemgetter
d = {"aa": 3, "bb": 4, "cc": 2, "dd": 1}
print(OrderedDict(sorted(d.items(), key = itemgetter(1), reverse = True)))
prints
OrderedDict([('bb', 4), ('aa', 3), ('cc', 2), ('dd', 1)])
Though from your last sentence, it appears that a list of tuples would work just fine, e.g.
from operator import itemgetter
d = {"aa": 3, "bb": 4, "cc": 2, "dd": 1}
for key, value in sorted(d.items(), key = itemgetter(1), reverse = True):
print(key, value)
which prints
bb 4
aa 3
cc 2
dd 1