






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
UpperCamelCase			    =     '''src/transformers'''


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

UpperCamelCase			    =     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)`
UpperCamelCase			    =     re.compile('''\[(.+?)\]\((https://huggingface\.co/.+?)\)''')


UpperCamelCase			    =     {
    '''CLIPConfigMixin''',
    '''DecisionTransformerConfigMixin''',
    '''EncoderDecoderConfigMixin''',
    '''RagConfigMixin''',
    '''SpeechEncoderDecoderConfigMixin''',
    '''VisionEncoderDecoderConfigMixin''',
    '''VisionTextDualEncoderConfigMixin''',
}

def 	__lowerCamelCase      (		)							->  Dict:






						"""simple docstring"""





						_SCREAMING_SNAKE_CASE     				=  []

						for config_class in list(CONFIG_MAPPING.values()		):
												_SCREAMING_SNAKE_CASE     				=  False

												# source code of `config_class`
												_SCREAMING_SNAKE_CASE     				=  inspect.getsource(snake_case__		)
												_SCREAMING_SNAKE_CASE     				=  _re_checkpoint.findall(snake_case__		)

												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')`
																		_SCREAMING_SNAKE_CASE				,					_SCREAMING_SNAKE_CASE     				=  checkpoint

																		# verify the checkpoint name corresponds to the checkpoint link
																		_SCREAMING_SNAKE_CASE     				=  F'https://huggingface.co/{ckpt_name}'
																		if ckpt_link == ckpt_link_from_name:
																								_SCREAMING_SNAKE_CASE     				=  True
																								break

												_SCREAMING_SNAKE_CASE     				=  config_class.__name__
												if not checkpoint_found and name not in CONFIG_CLASSES_TO_IGNORE_FOR_DOCSTRING_CHECKPOINT_CHECK:
																		configs_without_checkpoint.append(snake_case__		)

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


if __name__ == "__main__":
		check_config_docstrings_have_checkpoints()









from maths.is_square_free import is_square_free
from maths.prime_factors import prime_factors

def 	__lowerCamelCase      (		snake_case__		)							->  int:






						"""simple docstring"""





						_SCREAMING_SNAKE_CASE     				=  prime_factors(snake_case__		)
						if is_square_free(snake_case__		):
												return -1 if len(snake_case__		) % 2 else 1
						return 0


if __name__ == "__main__":
		import doctest

		doctest.testmod()

