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You are here: Home / TypeError : Unhashable type

TypeError : Unhashable type

August 20, 2021 by James Palmer

You are creating a set via set(…) call, and set needs hashable items. You can’t have set of lists. Because list’s arent hashable.
[[(a,b) for a in range(3)] for b in range(3)] is a list. It’s not a hashable type. The __hash__ you saw in dir(…) isn’t a method, it’s just None.
A list comprehension returns a list, you don’t need to explicitly use list there, just use:
>>> [[(a,b) for a in range(3)] for b in range(3)]
[[(0, 0), (1, 0), (2, 0)], [(0, 1), (1, 1), (2, 1)], [(0, 2), (1, 2), (2, 2)]]

Try those:
>>> a = {1, 2, 3}
>>> b= [1, 2, 3]
>>> type(a)

>>> type(b)

>>> {1, 2, []}
Traceback (most recent call last):
File ““, line 1, in
TypeError: unhashable type: ‘list’
>>> print([].__hash__)
None
>>> [[],[],[]] #list of lists
[[], [], []]
>>> {[], [], []} #set of lists
Traceback (most recent call last):
File ““, line 1, in
TypeError: unhashable type: ‘list’

TLDR:
– You can’t hash a list, a set, nor a dict to put that into sets
– You can hash a tuple to put it into a set.
Example:
>>> {1, 2, [3, 4]}
Traceback (most recent call last):
File ““, line 1, in
TypeError: unhashable type: ‘list’

>>> {1, 2, (3, 4)}
set([1, 2, (3, 4)])

Note that hashing is somehow recursive and the above holds true for nested items:
>>> {1, 2, 3, (4, [2, 3])}
Traceback (most recent call last):
File ““, line 1, in
TypeError: unhashable type: ‘list’

Dict keys also are hashable, so the above holds for dict keys too.

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