


'''simple docstring'''






import importlib
import inspect
import os
import re


# All paths are set with the intent you should run this script from the root of the repo with the command
# python utils/check_config_docstrings.py
__A	:	Dict     =     'src/transformers'


# This is to make sure the transformers module imported is the one in the repo.
__A	:	Tuple     =     importlib.util.spec_from_file_location(
    'transformers',
    os.path.join(PATH_TO_TRANSFORMERS, '__init__.py'),
    submodule_search_locations=[PATH_TO_TRANSFORMERS],
)
__A	:	Optional[int]     =     spec.loader.load_module()

__A	:	str     =     transformers.models.auto.configuration_auto.CONFIG_MAPPING

# Regex pattern used to find the checkpoint mentioned in the docstring of `config_class`.
# For example, `[bert-base-uncased](https://huggingface.co/bert-base-uncased)`
__A	:	List[Any]     =     re.compile('\[(.+?)\]\((https://huggingface\.co/.+?)\)')


__A	:	int     =     {
    'CLIPConfigMixin',
    'DecisionTransformerConfigMixin',
    'EncoderDecoderConfigMixin',
    'RagConfigMixin',
    'SpeechEncoderDecoderConfigMixin',
    'VisionEncoderDecoderConfigMixin',
    'VisionTextDualEncoderConfigMixin',
}





def 							UpperCAmelCase      (		):







		'''simple docstring'''
		snake_case_		:							str			       =						[]

		for config_class in list(CONFIG_MAPPING.values() ):
				snake_case_		:							List[Any]			       =						False

				# source code of `config_class`
				snake_case_		:							List[str]			       =						inspect.getsource(a_ )
				snake_case_		:							Optional[Any]			       =						_re_checkpoint.findall(a_ )

				for checkpoint in checkpoints:
						# Each `checkpoint` is a tuple of a checkpoint name and a checkpoint link.
						# For example, `('bert-base-uncased', 'https://huggingface.co/bert-base-uncased')`
						snake_case_		:							List[Any]			       =						checkpoint

						# verify the checkpoint name corresponds to the checkpoint link
						snake_case_		:							List[str]			       =						F'''https://huggingface.co/{ckpt_name}'''
						if ckpt_link == ckpt_link_from_name:
								snake_case_		:							Dict			       =						True
								break

				snake_case_		:							int			       =						config_class.__name__
				if not checkpoint_found and name not in CONFIG_CLASSES_TO_IGNORE_FOR_DOCSTRING_CHECKPOINT_CHECK:
						configs_without_checkpoint.append(a_ )

		if len(a_ ) > 0:
				snake_case_		:							Any			       =						'''\n'''.join(sorted(a_ ) )
				raise ValueError(F'''The following configurations don\'t contain any valid checkpoint:\n{message}''' )


if __name__ == "__main__":
							check_config_docstrings_have_checkpoints()



'''simple docstring'''






def      UpperCAmelCase      (		lowerCamelCase_  :str ):







		'''simple docstring'''
		return " ".join(
		    """""".join(word[::-1] ) if len(lowerCamelCase_ ) > 4 else word for word in sentence.split() )


if __name__ == "__main__":
							import doctest

							doctest.testmod()
							print(reverse_long_words('Hey wollef sroirraw'))