python-3.xdictionaryset

Set operations: should only work with sets, but works with dict_keys?


The documentation for set operations says:

Note, the non-operator versions of union(), intersection(), difference(), symmetric_difference(), issubset(), and issuperset() methods will accept any iterable as an argument. In contrast, their operator based counterparts require their arguments to be sets. This precludes error-prone constructions like set('abc') & 'cbs' in favor of the more readable set('abc').intersection('cbs').

Testing this with the following experiment:

# Python 3.10.2 (main, Jan 15 2022, 19:56:27) [GCC 11.1.0] on linux

>>> set('ab') & set('ac')
{'a'}
# works, as expected

>>> set('ab') & 'ac'
TypeError: unsupported operand type(s) for &: 'set' and 'str'
# doesn't work, as expected

>>> set('ab') & list('ac')
TypeError: unsupported operand type(s) for &: 'set' and 'list'
# doesn't work, as expected

>>> set('ab') & iter('ac')
TypeError: unsupported operand type(s) for &: 'set' and 'str_iterator'
# doesn't work, as expected

>>> set('ab') & dict(zip('ac', 'ac')).keys()
{'a'}
# works??

>>> type({}.keys())
<class 'dict_keys'>

>>> isinstance({}.keys(), (set, frozenset))
False

So, here is the paradox:

Why does set operator & work with dict_keys objects? Are there other types that it works with? How can I find a list of these types?


Solution

  • this is not a complete answer, but dict_keys are instances of collections.abc.Set:

    from collections.abc import Set
    k = dict(zip('ac', 'ac')).keys()
    print(isinstance(k, Set))  # -> True