




import inspect

from diffusers.utils import is_flax_available
from diffusers.utils.testing_utils import require_flax


if is_flax_available():
 import jax

@require_flax
class 			_lowerCamelCase    :

      """simple docstring"""

      def    snake_case						(  self       :			Optional[Any]					):
          __UpperCamelCase		,   __UpperCamelCase			=    self.prepare_init_args_and_inputs_for_common()

          __UpperCamelCase			=    self.model_class(**snake_case					)
          __UpperCamelCase			=    model.init(inputs_dict['''prng_key''']			,							inputs_dict['''sample''']					)
          jax.lax.stop_gradient(snake_case					)

          __UpperCamelCase			=    model.apply(snake_case			,							inputs_dict['''sample''']					)

          if isinstance(snake_case			,							snake_case					):
              __UpperCamelCase			=    output.sample

          self.assertIsNotNone(snake_case					)
          __UpperCamelCase			=    inputs_dict['''sample'''].shape
          self.assertEqual(output.shape			,							snake_case			,							'''Input and output shapes do not match'''					)







      def    snake_case						(  self       :			Optional[int]					):
          __UpperCamelCase		,   __UpperCamelCase			=    self.prepare_init_args_and_inputs_for_common()

          __UpperCamelCase			=    16
          __UpperCamelCase			=    (16, 32)

          __UpperCamelCase			=    self.model_class(**snake_case					)
          __UpperCamelCase			=    model.init(inputs_dict['''prng_key''']			,							inputs_dict['''sample''']					)
          jax.lax.stop_gradient(snake_case					)

          __UpperCamelCase			=    model.apply(snake_case			,							inputs_dict['''sample''']					)

          if isinstance(snake_case			,							snake_case					):
              __UpperCamelCase			=    output.sample

          self.assertIsNotNone(snake_case					)
          __UpperCamelCase			=    inputs_dict['''sample'''].shape
          self.assertEqual(output.shape			,							snake_case			,							'''Input and output shapes do not match'''					)







      def    snake_case						(  self       :			int					):
          __UpperCamelCase			=    '''kwargs''' in inspect.signature(self.model_class.__init__					).parameters
          __UpperCamelCase			=    len(self.model_class._deprecated_kwargs					) > 0

          if has_kwarg_in_model_class and not has_deprecated_kwarg:
              raise ValueError(
                  F"{self.model_class} has `**kwargs` in its __init__ method but has not defined any deprecated kwargs"
                  ''' under the `_deprecated_kwargs` class attribute. Make sure to either remove `**kwargs` if there are'''
                  ''' no deprecated arguments or add the deprecated argument with `_deprecated_kwargs ='''
                  ''' [<deprecated_argument>]`'''					)

          if not has_kwarg_in_model_class and has_deprecated_kwarg:
              raise ValueError(
                  F"{self.model_class} doesn't have `**kwargs` in its __init__ method but has defined deprecated kwargs"
                  ''' under the `_deprecated_kwargs` class attribute. Make sure to either add the `**kwargs` argument to'''
                  F" {self.model_class}.__init__ if there are deprecated arguments or remove the deprecated argument"
                  ''' from `_deprecated_kwargs = [<deprecated_argument>]`'''					)












class 			_lowerCamelCase    :

      """simple docstring"""

      def __init__(  self       :			Optional[Any]			,							snake_case       :			int					):
          __UpperCamelCase			=    data
          __UpperCamelCase			=    42
          __UpperCamelCase			=    42







def        __SCREAMING_SNAKE_CASE (	lowercase_   )							->						None:

    """simple docstring"""


    __UpperCamelCase			=    0
    __UpperCamelCase			=    x




def        __SCREAMING_SNAKE_CASE (	lowercase_       ,  lowercase_   )							->						None:

    """simple docstring"""


    __UpperCamelCase		,   __UpperCamelCase			=    find_set(lowercase_   ), find_set(lowercase_   )
    if x == y:
        return

    elif x.rank > y.rank:
        __UpperCamelCase			=    x
    else:
        __UpperCamelCase			=    y
        if x.rank == y.rank:
            y.rank += 1




def        __SCREAMING_SNAKE_CASE (	lowercase_   )							->						Node:

    """simple docstring"""


    if x != x.parent:
        __UpperCamelCase			=    find_set(x.parent   )
    return x.parent




def        __SCREAMING_SNAKE_CASE (	lowercase_   )							->						set:

    """simple docstring"""


    __UpperCamelCase			=    ({0, 1, 2}, {3, 4, 5})
    for s in sets:
        if node.data in s:
            return s
    __UpperCamelCase			=    F"{node.data} is not in {sets}"
    raise ValueError(lowercase_   )




def        __SCREAMING_SNAKE_CASE (	)							->						None:

    """simple docstring"""


    __UpperCamelCase			=    [Node(lowercase_   ) for i in range(6   )]
    for v in vertex:
        make_set(lowercase_   )

    union_set(vertex[0]       ,  vertex[1]   )
    union_set(vertex[1]       ,  vertex[2]   )
    union_set(vertex[3]       ,  vertex[4]   )
    union_set(vertex[3]       ,  vertex[5]   )

    for nodea in vertex:
        for nodea in vertex:
            if find_python_set(lowercase_   ).isdisjoint(find_python_set(lowercase_   )   ):
                assert find_set(lowercase_   ) != find_set(lowercase_   )
            else:
                assert find_set(lowercase_   ) == find_set(lowercase_   )


if __name__ == "__main__":
 test_disjoint_set()






