




from ..utils import DummyObject, requires_backends
class 			a__    (					metaclass=snake_case__      ):
						_a							:    Any					=    ["""flax"""]






						def __init__(   self		,			*_A		,			**_A			):




											"""simple docstring"""



											requires_backends(self		,			["flax"]			)






						@classmethod
						def 				__SCREAMING_SNAKE_CASE(   cls		,			*_A		,			**_A			):




											"""simple docstring"""



											requires_backends(cls		,			["flax"]			)






						@classmethod
						def 				__SCREAMING_SNAKE_CASE(   cls		,			*_A		,			**_A			):




											"""simple docstring"""



											requires_backends(cls		,			["flax"]			)






class 			a__    (					metaclass=snake_case__      ):
						_a							:    int					=    ["""flax"""]






						def __init__(   self		,			*_A		,			**_A			):




											"""simple docstring"""



											requires_backends(self		,			["flax"]			)






						@classmethod
						def 				__SCREAMING_SNAKE_CASE(   cls		,			*_A		,			**_A			):




											"""simple docstring"""



											requires_backends(cls		,			["flax"]			)






						@classmethod
						def 				__SCREAMING_SNAKE_CASE(   cls		,			*_A		,			**_A			):




											"""simple docstring"""



											requires_backends(cls		,			["flax"]			)






class 			a__    (					metaclass=snake_case__      ):
						_a							:    Union[str, Any]					=    ["""flax"""]






						def __init__(   self		,			*_A		,			**_A			):




											"""simple docstring"""



											requires_backends(self		,			["flax"]			)






						@classmethod
						def 				__SCREAMING_SNAKE_CASE(   cls		,			*_A		,			**_A			):




											"""simple docstring"""



											requires_backends(cls		,			["flax"]			)






						@classmethod
						def 				__SCREAMING_SNAKE_CASE(   cls		,			*_A		,			**_A			):




											"""simple docstring"""



											requires_backends(cls		,			["flax"]			)






class 			a__    (					metaclass=snake_case__      ):
						_a							:    int					=    ["""flax"""]






						def __init__(   self		,			*_A		,			**_A			):




											"""simple docstring"""



											requires_backends(self		,			["flax"]			)






						@classmethod
						def 				__SCREAMING_SNAKE_CASE(   cls		,			*_A		,			**_A			):




											"""simple docstring"""



											requires_backends(cls		,			["flax"]			)






						@classmethod
						def 				__SCREAMING_SNAKE_CASE(   cls		,			*_A		,			**_A			):




											"""simple docstring"""



											requires_backends(cls		,			["flax"]			)






class 			a__    (					metaclass=snake_case__      ):
						_a							:    int					=    ["""flax"""]






						def __init__(   self		,			*_A		,			**_A			):




											"""simple docstring"""



											requires_backends(self		,			["flax"]			)






						@classmethod
						def 				__SCREAMING_SNAKE_CASE(   cls		,			*_A		,			**_A			):




											"""simple docstring"""



											requires_backends(cls		,			["flax"]			)






						@classmethod
						def 				__SCREAMING_SNAKE_CASE(   cls		,			*_A		,			**_A			):




											"""simple docstring"""



											requires_backends(cls		,			["flax"]			)






class 			a__    (					metaclass=snake_case__      ):
						_a							:    Tuple					=    ["""flax"""]






						def __init__(   self		,			*_A		,			**_A			):




											"""simple docstring"""



											requires_backends(self		,			["flax"]			)






						@classmethod
						def 				__SCREAMING_SNAKE_CASE(   cls		,			*_A		,			**_A			):




											"""simple docstring"""



											requires_backends(cls		,			["flax"]			)






						@classmethod
						def 				__SCREAMING_SNAKE_CASE(   cls		,			*_A		,			**_A			):




											"""simple docstring"""



											requires_backends(cls		,			["flax"]			)






class 			a__    (					metaclass=snake_case__      ):
						_a							:    List[Any]					=    ["""flax"""]






						def __init__(   self		,			*_A		,			**_A			):




											"""simple docstring"""



											requires_backends(self		,			["flax"]			)






						@classmethod
						def 				__SCREAMING_SNAKE_CASE(   cls		,			*_A		,			**_A			):




											"""simple docstring"""



											requires_backends(cls		,			["flax"]			)






						@classmethod
						def 				__SCREAMING_SNAKE_CASE(   cls		,			*_A		,			**_A			):




											"""simple docstring"""



											requires_backends(cls		,			["flax"]			)






class 			a__    (					metaclass=snake_case__      ):
						_a							:    int					=    ["""flax"""]






						def __init__(   self		,			*_A		,			**_A			):




											"""simple docstring"""



											requires_backends(self		,			["flax"]			)






						@classmethod
						def 				__SCREAMING_SNAKE_CASE(   cls		,			*_A		,			**_A			):




											"""simple docstring"""



											requires_backends(cls		,			["flax"]			)






						@classmethod
						def 				__SCREAMING_SNAKE_CASE(   cls		,			*_A		,			**_A			):




											"""simple docstring"""



											requires_backends(cls		,			["flax"]			)






class 			a__    (					metaclass=snake_case__      ):
						_a							:    Tuple					=    ["""flax"""]






						def __init__(   self		,			*_A		,			**_A			):




											"""simple docstring"""



											requires_backends(self		,			["flax"]			)






						@classmethod
						def 				__SCREAMING_SNAKE_CASE(   cls		,			*_A		,			**_A			):




											"""simple docstring"""



											requires_backends(cls		,			["flax"]			)






						@classmethod
						def 				__SCREAMING_SNAKE_CASE(   cls		,			*_A		,			**_A			):




											"""simple docstring"""



											requires_backends(cls		,			["flax"]			)






class 			a__    (					metaclass=snake_case__      ):
						_a							:    Optional[int]					=    ["""flax"""]






						def __init__(   self		,			*_A		,			**_A			):




											"""simple docstring"""



											requires_backends(self		,			["flax"]			)






						@classmethod
						def 				__SCREAMING_SNAKE_CASE(   cls		,			*_A		,			**_A			):




											"""simple docstring"""



											requires_backends(cls		,			["flax"]			)






						@classmethod
						def 				__SCREAMING_SNAKE_CASE(   cls		,			*_A		,			**_A			):




											"""simple docstring"""



											requires_backends(cls		,			["flax"]			)






class 			a__    (					metaclass=snake_case__      ):
						_a							:    str					=    ["""flax"""]






						def __init__(   self		,			*_A		,			**_A			):




											"""simple docstring"""



											requires_backends(self		,			["flax"]			)






						@classmethod
						def 				__SCREAMING_SNAKE_CASE(   cls		,			*_A		,			**_A			):




											"""simple docstring"""



											requires_backends(cls		,			["flax"]			)






						@classmethod
						def 				__SCREAMING_SNAKE_CASE(   cls		,			*_A		,			**_A			):




											"""simple docstring"""



											requires_backends(cls		,			["flax"]			)






class 			a__    (					metaclass=snake_case__      ):
						_a							:    str					=    ["""flax"""]






						def __init__(   self		,			*_A		,			**_A			):




											"""simple docstring"""



											requires_backends(self		,			["flax"]			)






						@classmethod
						def 				__SCREAMING_SNAKE_CASE(   cls		,			*_A		,			**_A			):




											"""simple docstring"""



											requires_backends(cls		,			["flax"]			)






						@classmethod
						def 				__SCREAMING_SNAKE_CASE(   cls		,			*_A		,			**_A			):




											"""simple docstring"""



											requires_backends(cls		,			["flax"]			)






class 			a__    (					metaclass=snake_case__      ):
						_a							:    List[str]					=    ["""flax"""]






						def __init__(   self		,			*_A		,			**_A			):




											"""simple docstring"""



											requires_backends(self		,			["flax"]			)






						@classmethod
						def 				__SCREAMING_SNAKE_CASE(   cls		,			*_A		,			**_A			):




											"""simple docstring"""



											requires_backends(cls		,			["flax"]			)






						@classmethod
						def 				__SCREAMING_SNAKE_CASE(   cls		,			*_A		,			**_A			):




											"""simple docstring"""



											requires_backends(cls		,			["flax"]			)








def        _UpperCamelCase							(      lowercase__    ,       lowercase__    ,       lowercase__=False      ):

						if isinstance(lowercase__    ,       lowercase__      ) and isinstance(lowercase__    ,       lowercase__      ):
												__SCREAMING_SNAKE_CASE						:     List[str]					=		len(set_a.intersection(lowercase__      )      )

												if alternative_union:
																		__SCREAMING_SNAKE_CASE						:     int					=		len(lowercase__      ) + len(lowercase__      )
												else:
																		__SCREAMING_SNAKE_CASE						:     int					=		len(set_a.union(lowercase__      )      )

												return intersection / union

						if isinstance(lowercase__    ,       (list, tuple)      ) and isinstance(lowercase__    ,       (list, tuple)      ):
												__SCREAMING_SNAKE_CASE						:     Dict					=		[element for element in set_a if element in set_b]

												if alternative_union:
																		__SCREAMING_SNAKE_CASE						:     Optional[int]					=		len(lowercase__      ) + len(lowercase__      )
																		return len(lowercase__      ) / union
												else:
																		__SCREAMING_SNAKE_CASE						:     Tuple					=		set_a + [element for element in set_b if element not in set_a]
																		return len(lowercase__      ) / len(lowercase__      )

												return len(lowercase__      ) / len(lowercase__      )
						return None


if __name__ == "__main__":
						__lowerCAmelCase	: List[Any]  				={'a', 'b', 'c', 'd', 'e'}
						__lowerCAmelCase	: Optional[Any]  				={'c', 'd', 'e', 'f', 'h', 'i'}
						print(jaccard_similarity(set_a, set_b))
