


import unittest

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

from .test_modeling_common_flax import FlaxModelTesterMixin


if is_flax_available():
      import jax





@require_flax
class   SCREAMING_SNAKE_CASE_			(a__						,       unittest.TestCase						):




       '''simple docstring'''



       _a   							=							FlaxAutoencoderKL



       @property
       def 				_lowerCAmelCase							(						self				:				List[Any]							)					->int:
          lowerCamelCase_						:   List[Any]		= 4
          lowerCamelCase_						:   List[str]		= 3
          lowerCamelCase_						:   Dict		= (32, 32)

          lowerCamelCase_						:   int		= jax.random.PRNGKey(0							)
          lowerCamelCase_						:   Optional[Any]		= jax.random.uniform(__a		,				((batch_size, num_channels) + sizes)							)

          return {"sample": image, "prng_key": prng_key}




       def 				_lowerCAmelCase							(						self				:				Optional[int]							)					->str:
          lowerCamelCase_						:   Any		= {
              """block_out_channels""": [32, 64],
              """in_channels""": 3,
              """out_channels""": 3,
              """down_block_types""": ["""DownEncoderBlock2D""", """DownEncoderBlock2D"""],
              """up_block_types""": ["""UpDecoderBlock2D""", """UpDecoderBlock2D"""],
              """latent_channels""": 4,
          }
          lowerCamelCase_						:   Tuple		= self.dummy_input
          return init_dict, inputs_dict









import os

import pytest

from transformers.dynamic_module_utils import get_imports


snake_case__				:	List[Any]					       =					'\nimport os\n'

snake_case__				:	List[str]					       =					'\ndef foo():\n    import os\n    return False\n'

snake_case__				:	List[Any]					       =					'\ndef foo():\n    def bar():\n        if True:\n            import os\n        return False\n    return bar()\n'

snake_case__				:	List[str]					       =					'\nimport os\n\ntry:\n    import bar\nexcept ImportError:\n    raise ValueError()\n'

snake_case__				:	Optional[Any]					       =					'\nimport os\n\ndef foo():\n    try:\n        import bar\n    except ImportError:\n        raise ValueError()\n'

snake_case__				:	Tuple					       =					'\nimport os\n\ntry:\n    import bar\nexcept (ImportError, AttributeError):\n    raise ValueError()\n'

snake_case__				:	str					       =					'\nimport os\n\ntry:\n    import bar\nexcept ImportError as e:\n    raise ValueError()\n'

snake_case__				:	Optional[Any]					       =					'\nimport os\n\ntry:\n    import bar\nexcept:\n    raise ValueError()\n'

snake_case__				:	Any					       =					'\nimport os\n\ntry:\n    import bar\n    import baz\nexcept ImportError:\n    raise ValueError()\n'

snake_case__				:	Union[str, Any]					       =					'\nimport os\n\ntry:\n    import bar\n    import baz\nexcept ImportError:\n    x = 1\n    raise ValueError()\n'

snake_case__				:	Any					       =					[
    TOP_LEVEL_IMPORT,
    IMPORT_IN_FUNCTION,
    DEEPLY_NESTED_IMPORT,
    TOP_LEVEL_TRY_IMPORT,
    GENERIC_EXCEPT_IMPORT,
    MULTILINE_TRY_IMPORT,
    MULTILINE_BOTH_IMPORT,
    MULTIPLE_EXCEPTS_IMPORT,
    EXCEPT_AS_IMPORT,
    TRY_IMPORT_IN_FUNCTION,
]


@pytest.mark.parametrize("""case"""						,						A__					)
def    __lowerCamelCase   (      A__						: Dict						,						A__						: int					)     ->    List[Any]:
   lowerCamelCase_						:   List[str]		= os.path.join(A__						,						"""test_file.py"""					)
   with open(A__						,						"""w"""					) as _tmp_file:
      _tmp_file.write(A__					)

   lowerCamelCase_						:   str		= get_imports(A__					)
   assert parsed_imports == ["os"]





