






from __future__ import annotations

A        =			[-10, -5, 0, 5, 5.1, 11, 13, 21, 3, 4, -21, -10, -5, -1, 0]
A        =			[-5, 0, 5, 5.1, 11, 13, 21, -1, 4, -1, -10, -5, -1, 0, -1]



def 					_lowerCamelCase(			lowerCAmelCase__				:		Optional[int]      ):





				'''simple docstring'''







				SCREAMING_SNAKE_CASE_   :	Tuple													=   []
				SCREAMING_SNAKE_CASE_   :	Optional[Any]													=   len(__snake_case      )

				for i in range(__snake_case      ):
								SCREAMING_SNAKE_CASE_   :	Any													=   -1
								for j in range(i + 1    ,    __snake_case      ):
												if arr[i] < arr[j]:
																SCREAMING_SNAKE_CASE_   :	str													=   arr[j]
																break
								result.append(__snake_case      )
				return result



def 					_lowerCamelCase(			lowerCAmelCase__				:		Any      ):





				'''simple docstring'''







				SCREAMING_SNAKE_CASE_   :	Optional[Any]													=   []
				for i, outer in enumerate(__snake_case      ):
								SCREAMING_SNAKE_CASE_   :	Union[str, Any]													=   -1
								for inner in arr[i + 1 :]:
												if outer < inner:
																SCREAMING_SNAKE_CASE_   :	Optional[int]													=   inner
																break
								result.append(__snake_case      )
				return result



def 					_lowerCamelCase(			lowerCAmelCase__				:		List[str]      ):





				'''simple docstring'''







				SCREAMING_SNAKE_CASE_   :	List[str]													=   len(__snake_case      )
				SCREAMING_SNAKE_CASE_   :	List[Any]													=   []
				SCREAMING_SNAKE_CASE_   :	Union[str, Any]													=   [-1] * arr_size

				for index in reversed(range(__snake_case      )      ):
								if stack:
												while stack[-1] <= arr[index]:
																stack.pop()
																if not stack:
																				break
								if stack:
												SCREAMING_SNAKE_CASE_   :	Optional[int]													=   stack[-1]
								stack.append(arr[index]      )
				return result


if __name__ == "__main__":
				from doctest import testmod
				from timeit import timeit

				testmod()
				print(next_greatest_element_slow(arr))
				print(next_greatest_element_fast(arr))
				print(next_greatest_element(arr))

				A        =			(
				    'from __main__ import arr, next_greatest_element_slow, '
				    'next_greatest_element_fast, next_greatest_element'
				)
				print(
				    'next_greatest_element_slow():',
				    timeit('next_greatest_element_slow(arr)', setup=setup),
				)
				print(
				    'next_greatest_element_fast():',
				    timeit('next_greatest_element_fast(arr)', setup=setup),
				)
				print(
				    '     next_greatest_element():',
				    timeit('next_greatest_element(arr)', setup=setup),
				)











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        =			'src/transformers'


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

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


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



def 					_lowerCamelCase(			):





				'''simple docstring'''







				SCREAMING_SNAKE_CASE_   :	Optional[int]													=   []

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

								# source code of `config_class`
								SCREAMING_SNAKE_CASE_   :	Union[str, Any]													=   inspect.getsource(lowerCAmelCase__      )
								SCREAMING_SNAKE_CASE_   :	List[Any]													=   _re_checkpoint.findall(lowerCAmelCase__      )

								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_   :	Tuple													=   checkpoint

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

								SCREAMING_SNAKE_CASE_   :	Tuple													=   config_class.__name__
								if not checkpoint_found and name not in CONFIG_CLASSES_TO_IGNORE_FOR_DOCSTRING_CHECKPOINT_CHECK:
												configs_without_checkpoint.append(lowerCAmelCase__      )

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


if __name__ == "__main__":
				check_config_docstrings_have_checkpoints()