




import unittest
from pathlib import Path
from tempfile import TemporaryDirectory
from unittest.mock import Mock, patch

import diffusers.utils.hub_utils


class  lowerCamelCase     (		unittest.TestCase    ):






			'''simple docstring'''





			@patch('''diffusers.utils.hub_utils.get_full_repo_name'''	)
			def 				UpperCAmelCase__							(			self      : Optional[int]							,    lowerCamelCase_      : Optional[int]	)    -> None:
								__magic_name__				:						str     				=				'''full_repo_name'''
								with TemporaryDirectory() as tmpdir:
													# Dummy args values
													__magic_name__				:						Tuple     				=				Mock()
													__magic_name__				:						str     				=				tmpdir
													__magic_name__				:						Any     				=				0
													__magic_name__				:						Tuple     				=				'''hub_token'''
													__magic_name__				:						int     				=				'''dataset_name'''
													__magic_name__				:						Union[str, Any]     				=				0.0_1
													__magic_name__				:						str     				=				100000
													__magic_name__				:						Optional[int]     				=				10000
													__magic_name__				:						Optional[Any]     				=				0.0_1
													__magic_name__				:						Union[str, Any]     				=				0.0_2
													__magic_name__				:						List[Any]     				=				0.0_3
													__magic_name__				:						str     				=				0.0_0_0_5
													__magic_name__				:						Optional[int]     				=				0.0_0_0_0_0_1
													__magic_name__				:						Dict     				=				1
													__magic_name__				:						List[str]     				=				10
													__magic_name__				:						Dict     				=				0.0_0_1
													__magic_name__				:						int     				=				0.1
													__magic_name__				:						Union[str, Any]     				=				0.2
													__magic_name__				:						int     				=				True

													# Model card mush be rendered and saved
													diffusers.utils.hub_utils.create_model_card(_SCREAMING_SNAKE_CASE							,    model_name='''model_name'''	)
													self.assertTrue((Path(_SCREAMING_SNAKE_CASE	) / '''README.md''').is_file()	)











"""simple docstring"""



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 							__lowercase:






						def 		lowerCAmelCase (       self)      ->	str:




											"""simple docstring"""





											lowerCamelCase__					,  lowerCamelCase__					=self.prepare_init_args_and_inputs_for_common()

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

											lowerCamelCase__					=model.apply(_SCREAMING_SNAKE_CASE     ,    inputs_dict['sample'])

											if isinstance(_SCREAMING_SNAKE_CASE     ,    _SCREAMING_SNAKE_CASE):
																lowerCamelCase__					=output.sample

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






						def 		lowerCAmelCase (       self)      ->	Optional[Any]:




											"""simple docstring"""





											lowerCamelCase__					,  lowerCamelCase__					=self.prepare_init_args_and_inputs_for_common()

											lowerCamelCase__					=16
											lowerCamelCase__					=(16, 32)

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

											lowerCamelCase__					=model.apply(_SCREAMING_SNAKE_CASE     ,    inputs_dict['sample'])

											if isinstance(_SCREAMING_SNAKE_CASE     ,    _SCREAMING_SNAKE_CASE):
																lowerCamelCase__					=output.sample

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






						def 		lowerCAmelCase (       self)      ->	Optional[Any]:




											"""simple docstring"""





											lowerCamelCase__					='kwargs' in inspect.signature(self.model_class.__init__).parameters
											lowerCamelCase__					=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>]`')