I have a dictionary:
{'key1':1, 'key2':2, 'key3':3}
I need to pass a sub-set of that dictionary to third-party code. It only wants a dictionary containing keys ['key1', 'key2', 'key99']
and if it gets another key (eg 'key3'
), it exp开发者_StackOverflow社区lodes in a nasty mess. The code in question is out of my control so I'm left in a position where I have to clean my dictionary.
What's the best, way to limit a dictionary to a set of keys?
Given the example dictionary and allowed keys above, I want:
{'key1':1, 'key2':2}
In [38]: adict={'key1':1, 'key2':2, 'key3':3}
In [41]: dict((k,adict[k]) for k in ('key1','key2','key99') if k in adict)
Out[41]: {'key1': 1, 'key2': 2}
In Python3 (or Python2.7 or later) you can do it with a dict-comprehension too:
>>> {k:adict[k] for k in ('key1','key2','key99') if k in adict}
{'key2': 2, 'key1': 1}
dict(filter(lambda i:i[0] in validkeys, d.items()))
In modern Python (2.7+,3.0+), use a dictionary comprehension:
d = {'key1':1, 'key2':2, 'key3':3}
included_keys = ['key1', 'key2', 'key99']
{k:v for k,v in d.items() if k in included_keys}
An other solution without if in dict comprehension.
>>> a = {'key1':1, 'key2':2, 'key3':3}
>>> b = {'key1':1, 'key2':2}
>>> { k:a[k] for k in b.keys()}
{'key2': 2, 'key1': 1}
My way to do this is.
from operator import itemgetter
def subdict(d, ks):
return dict(zip(ks, itemgetter(*ks)(d)))
my_dict = {'key1':1, 'key2':2, 'key3':3}
subdict(my_dict, ['key1', 'key3'])
Update
I have to admit though, the above implementation doesn't handle the case when the length of ks
is 0 or 1. The following code handles the situation and it is no longer an one-liner.
def subdict(d, ks):
vals = []
if len(ks) >= 1:
vals = itemgetter(*ks)(d)
if len(ks) == 1:
vals = [vals]
return dict(zip(ks, vals))
I see you like to keep the first 2 elements of the dict, so you can do:
>>> {k:a[k] for k in list(a.keys())[:2]}
{'key1': 1, 'key2': 2}
With a complex class Myclass
being a subclass of collections.UserDict
. To select a subset of it, i.e keeping all its container properties, it's convenient to define a method, e.g. named sub
like so:
def sub(self, keys):
subset = Myclass() # no arguments; works if defined with only keyword arguments
for key in keys:
subset[key] = self[key]
return subset
It is then used as Myclass.sub([key1, key2 ...]
)
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