



"""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
__lowerCAmelCase							:       Any          =       '''src/transformers'''


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

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


__lowerCAmelCase							:       Union[str, Any]          =       {
    '''CLIPConfigMixin''',
    '''DecisionTransformerConfigMixin''',
    '''EncoderDecoderConfigMixin''',
    '''RagConfigMixin''',
    '''SpeechEncoderDecoderConfigMixin''',
    '''VisionEncoderDecoderConfigMixin''',
    '''VisionTextDualEncoderConfigMixin''',
}
def 						__lowerCAmelCase    (		):


						'''simple docstring'''






						snake_case_ :			List[str]            =      []

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

												# source code of `config_class`
												snake_case_ :			int            =      inspect.getsource(__UpperCamelCase     )
												snake_case_ :			str            =      _re_checkpoint.findall(__UpperCamelCase     )

												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_      ,		snake_case_ :			int            =      checkpoint

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

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

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


if __name__ == "__main__":
					check_config_docstrings_have_checkpoints()









"""simple docstring"""
from __future__ import annotations

from collections.abc import Generator





def 				lowercase__		(					):
				_SCREAMING_SNAKE_CASE   :		dict[int, int]       		=    {}
				_SCREAMING_SNAKE_CASE   :		List[Any]       		=    2
				while True:
								_SCREAMING_SNAKE_CASE   :		List[Any]       		=    factor_map.pop(lowerCamelCase,						lowerCamelCase       )
								if factor:
												_SCREAMING_SNAKE_CASE   :		str       		=    factor + prime
												while x in factor_map:
																x += factor
												_SCREAMING_SNAKE_CASE   :		Union[str, Any]       		=    factor
								else:
												_SCREAMING_SNAKE_CASE   :		Optional[int]       		=    prime
												yield prime
								prime += 1





def 				lowercase__		(					lowerCamelCase = 1E10       ):
				_SCREAMING_SNAKE_CASE   :		Dict       		=    sieve()

				_SCREAMING_SNAKE_CASE   :		Dict       		=    1
				while True:
								_SCREAMING_SNAKE_CASE   :		int       		=    next(lowerCamelCase       )
								if (2 * prime * n) > limit:
												return n
								# Ignore the next prime as the reminder will be 2.
								next(lowerCamelCase       )
								n += 2


if __name__ == "__main__":
			print(solution())

