



"""simple docstring"""







import os
import re
import shutil
import sys
import tempfile
import unittest

import black


A    =			os.path.abspath(os.path.dirname(os.path.dirname(os.path.dirname(__file__))))
sys.path.append(os.path.join(git_repo_path, 'utils'))

import check_copies  # noqa: E402


# This is the reference code that will be used in the tests.
# If DDPMSchedulerOutput is changed in scheduling_ddpm.py, this code needs to be manually updated.
A    =			'    \"""\n    Output class for the scheduler\'s step function output.\n\n    Args:\n        prev_sample (`torch.FloatTensor` of shape `(batch_size, num_channels, height, width)` for images):\n            Computed sample (x_{t-1}) of previous timestep. `prev_sample` should be used as next model input in the\n            denoising loop.\n        pred_original_sample (`torch.FloatTensor` of shape `(batch_size, num_channels, height, width)` for images):\n            The predicted denoised sample (x_{0}) based on the model output from the current timestep.\n            `pred_original_sample` can be used to preview progress or for guidance.\n    \"""\n\n    prev_sample: torch.FloatTensor\n    pred_original_sample: Optional[torch.FloatTensor] = None\n'






class      UpperCAmelCase__		(      unittest.TestCase     ):



		def 					A_		( self  :    Any				)			->						Union[str, Any]:






									'''simple docstring'''

									A         =					tempfile.mkdtemp()
									os.makedirs(os.path.join(self.diffusers_dir      ,							'schedulers/'				)				)
									A         =					self.diffusers_dir
									shutil.copy(
									    os.path.join(snake_case      ,							'src/diffusers/schedulers/scheduling_ddpm.py'				)      ,							os.path.join(self.diffusers_dir      ,							'schedulers/scheduling_ddpm.py'				)      ,							)



		def 					A_		( self  :    List[Any]				)			->						List[str]:






									'''simple docstring'''

									A         =					'src/diffusers'
									shutil.rmtree(self.diffusers_dir				)



		def 					A_		( self  :    Union[str, Any]      ,							snake_case  :    int      ,							snake_case  :    Optional[Any]      ,							snake_case  :    Tuple      ,							snake_case  :    Any=None				)			->						Optional[int]:






									'''simple docstring'''

									A         =					comment + f"""\nclass {class_name}(nn.Module):\n""" + class_code
									if overwrite_result is not None:
																A         =					comment + f"""\nclass {class_name}(nn.Module):\n""" + overwrite_result
									A         =					black.Mode(target_versions={black.TargetVersion.PYaa}      ,							line_length=119				)
									A         =					black.format_str(snake_case      ,							mode=snake_case				)
									A         =					os.path.join(self.diffusers_dir      ,							'new_code.py'				)
									with open(snake_case      ,							'w'      ,							newline='\n'				) as f:
																f.write(snake_case				)
									if overwrite_result is None:
																self.assertTrue(len(check_copies.is_copy_consistent(snake_case				)				) == 0				)
									else:
																check_copies.is_copy_consistent(f.name      ,							overwrite=snake_case				)
																with open(snake_case      ,							'r'				) as f:
																							self.assertTrue(f.read()      ,							snake_case				)



		def 					A_		( self  :    Tuple				)			->						Optional[int]:






									'''simple docstring'''

									A         =					check_copies.find_code_in_diffusers('schedulers.scheduling_ddpm.DDPMSchedulerOutput'				)
									self.assertEqual(snake_case      ,							snake_case				)



		def 					A_		( self  :    int				)			->						Optional[int]:






									'''simple docstring'''

									self.check_copy_consistency(
									    '# Copied from diffusers.schedulers.scheduling_ddpm.DDPMSchedulerOutput'      ,							'DDPMSchedulerOutput'      ,							REFERENCE_CODE + '\n'      ,							)

									# With no empty line at the end
									self.check_copy_consistency(
									    '# Copied from diffusers.schedulers.scheduling_ddpm.DDPMSchedulerOutput'      ,							'DDPMSchedulerOutput'      ,							snake_case      ,							)

									# Copy consistency with rename
									self.check_copy_consistency(
									    '# Copied from diffusers.schedulers.scheduling_ddpm.DDPMSchedulerOutput with DDPM->Test'      ,							'TestSchedulerOutput'      ,							re.sub('DDPM'      ,							'Test'      ,							snake_case				)      ,							)

									# Copy consistency with a really long name
									A         =					'TestClassWithAReallyLongNameBecauseSomePeopleLikeThatForSomeReason'
									self.check_copy_consistency(
									    f"""# Copied from diffusers.schedulers.scheduling_ddpm.DDPMSchedulerOutput with DDPM->{long_class_name}"""      ,							f"""{long_class_name}SchedulerOutput"""      ,							re.sub('Bert'      ,							snake_case      ,							snake_case				)      ,							)

									# Copy consistency with overwrite
									self.check_copy_consistency(
									    '# Copied from diffusers.schedulers.scheduling_ddpm.DDPMSchedulerOutput with DDPM->Test'      ,							'TestSchedulerOutput'      ,							snake_case      ,							overwrite_result=re.sub('DDPM'      ,							'Test'      ,							snake_case				)      ,							)








"""simple docstring"""







import os
import unittest

from transformers import LayoutLMTokenizer, LayoutLMTokenizerFast
from transformers.models.layoutlm.tokenization_layoutlm import VOCAB_FILES_NAMES
from transformers.testing_utils import require_tokenizers

from ...test_tokenization_common import TokenizerTesterMixin






@require_tokenizers
class      UpperCAmelCase__		(      UpperCamelCase   ,unittest.TestCase     ):
		lowerCAmelCase_       :	Tuple 							=     LayoutLMTokenizer
		lowerCAmelCase_       :	Any 							=     LayoutLMTokenizerFast
		lowerCAmelCase_       :	Optional[int] 							=     True
		lowerCAmelCase_       :	List[Any] 							=     True



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






									'''simple docstring'''

									super().setUp()

									A         =					[
									    '[UNK]',
									    '[CLS]',
									    '[SEP]',
									    'want',
									    '##want',
									    '##ed',
									    'wa',
									    'un',
									    'runn',
									    '##ing',
									    ',',
									    'low',
									    'lowest',
									]
									A         =					os.path.join(self.tmpdirname      ,							VOCAB_FILES_NAMES['vocab_file']				)
									with open(self.vocab_file      ,							'w'      ,							encoding='utf-8'				) as vocab_writer:
																vocab_writer.write(''.join([x + '\n' for x in vocab_tokens]				)				)



		def 					A_		( self  :    str      ,							**snake_case  :    Tuple				)			->						Union[str, Any]:






									'''simple docstring'''

									return LayoutLMTokenizer.from_pretrained(self.tmpdirname      ,							**snake_case				)



		def 					A_		( self  :    List[str]      ,							snake_case  :    int				)			->						List[Any]:






									'''simple docstring'''

									A         =					'UNwant\u00E9d,running'
									A         =					'unwanted, running'
									return input_text, output_text



		def 					A_		( self  :    Tuple				)			->						Optional[int]:






									'''simple docstring'''

									A         =					self.tokenizer_class(self.vocab_file				)

									A         =					tokenizer.tokenize('UNwant\u00E9d,running'				)
									self.assertListEqual(snake_case      ,							['un', '##want', '##ed', ',', 'runn', '##ing']				)
									self.assertListEqual(tokenizer.convert_tokens_to_ids(snake_case				)      ,							[7, 4, 5, 10, 8, 9]				)



		def 					A_		( self  :    Any				)			->						List[Any]:






									'''simple docstring'''

									pass



