





"""simple docstring"""




import inspect
import re

from transformers.utils import direct_transformers_import


# 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		:					Any	      =     '''src/transformers'''


# This is to make sure the transformers module imported is the one in the repo.
a		:					Any	      =     direct_transformers_import(PATH_TO_TRANSFORMERS)

a		:					Union[str, Any]	      =     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[str]	      =     re.compile(R'''\[(.+?)\]\((https://huggingface\.co/.+?)\)''')


a		:					List[Any]	      =     {
    '''DecisionTransformerConfig''',
    '''EncoderDecoderConfig''',
    '''MusicgenConfig''',
    '''RagConfig''',
    '''SpeechEncoderDecoderConfig''',
    '''TimmBackboneConfig''',
    '''VisionEncoderDecoderConfig''',
    '''VisionTextDualEncoderConfig''',
    '''LlamaConfig''',
}






def  _SCREAMING_SNAKE_CASE						(      _lowercase		:       List[Any]   )					->List[Any]:






	'''simple docstring'''






	a :						Optional[Any]      =							None

	# source code of `config_class`
	a :						int      =							inspect.getsource(lowercase__   )
	a :						List[str]      =							_re_checkpoint.findall(lowercase__   )

	# Each `checkpoint` is a tuple of a checkpoint name and a checkpoint link.
	# For example, `('bert-base-uncased', 'https://huggingface.co/bert-base-uncased')`
	for ckpt_name, ckpt_link in checkpoints:
		# allow the link to end with `/`
		if ckpt_link.endswith("/"   ):
			a :						List[str]      =							ckpt_link[:-1]

		# verify the checkpoint name corresponds to the checkpoint link
		a :						Dict      =							F"""https://huggingface.co/{ckpt_name}"""
		if ckpt_link == ckpt_link_from_name:
			a :						str      =							ckpt_name
			break

	return checkpoint






def  _SCREAMING_SNAKE_CASE						(      )					->List[Any]:






	'''simple docstring'''






	a :						Any      =							[]

	for config_class in list(CONFIG_MAPPING.values()   ):
		# Skip deprecated models
		if "models.deprecated" in config_class.__module__:
			continue
		a :						int      =							get_checkpoint_from_config_class(lowercase__   )

		a :						str      =							config_class.__name__
		if checkpoint is None and name not in CONFIG_CLASSES_TO_IGNORE_FOR_DOCSTRING_CHECKPOINT_CHECK:
			configs_without_checkpoint.append(lowercase__   )

	if len(lowercase__   ) > 0:
		a :						List[str]      =							'\n'.join(sorted(lowercase__   )   )
		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 	_snake_case     (							lowercase__ = 1				,       lowercase__ = 1000						):
				_lowerCamelCase	:     Optional[int]       =       1
				_lowerCamelCase	:     List[Any]       =       0

				for divide_by_number in range(lowercase__				,       digit + 1						):
								_lowerCamelCase	:     list[int]       =       []
								_lowerCamelCase	:     Dict       =       numerator
								for _ in range(1				,       digit + 1						):
												if now_divide in has_been_divided:
																if longest_list_length < len(lowercase__						):
																				_lowerCamelCase	:     Any       =       len(lowercase__						)
																				_lowerCamelCase	:     Any       =       divide_by_number
												else:
																has_been_divided.append(lowercase__						)
																_lowerCamelCase	:     int       =       now_divide * 10 % divide_by_number

				return the_digit


# Tests
if __name__ == "__main__":
			import doctest

			doctest.testmod()