Proper way to remove keys in dictionary with None values in Python
What is the proper way to remove keys from a dictionary with value == None
in Python?
Generally, you'll create a new dict
constructed from filtering the old one. dictionary comprehensions are great for this sort of thing:
{k: v for k, v in original.items() if v is not None}
If you must update the original dict, you can do it like this ...
filtered = {k: v for k, v in original.items() if v is not None}
original.clear()
original.update(filtered)
This is probably the most "clean" way to remove them in-place that I can think of (it isn't safe to modify a dict while you're iterating over it)
Use original.iteritems()
on python2.x
if you need to delete None values recursively, better to use this one:
def delete_none(_dict):
"""Delete None values recursively from all of the dictionaries"""
for key, value in list(_dict.items()):
if isinstance(value, dict):
delete_none(value)
elif value is None:
del _dict[key]
elif isinstance(value, list):
for v_i in value:
if isinstance(v_i, dict):
delete_none(v_i)
return _dict
with advice of @dave-cz, there was added functionality to support values in list type.
@mandragor added additional if statement to allow dictionaries which contain simple lists.
Here's also solution if you need to remove all of the None values from dictionaries, lists, tuple, sets:
def delete_none(_dict):
"""Delete None values recursively from all of the dictionaries, tuples, lists, sets"""
if isinstance(_dict, dict):
for key, value in list(_dict.items()):
if isinstance(value, (list, dict, tuple, set)):
_dict[key] = delete_none(value)
elif value is None or key is None:
del _dict[key]
elif isinstance(_dict, (list, set, tuple)):
_dict = type(_dict)(delete_none(item) for item in _dict if item is not None)
return _dict
passed:
a = {
"a": 12, "b": 34, "c": None,
"k": {"d": 34, "t": None, "m": [{"k": 23, "t": None},[None, 1, 2, 3],{1, 2, None}], None: 123}
}
returned:
a = {
"a": 12, "b": 34,
"k": {"d": 34, "m": [{"k": 23}, [1, 2, 3], {1, 2}]}
}
For python 2.x
:
dict((k, v) for k, v in original.items() if v is not None)