
from typing import Any



def 						__magic_name__			(   __a      :	list						):



     '''simple docstring'''




     if not input_list:
          return []
     UpperCamelCase__				=    [input_list.count(__a						) for value in input_list]
     UpperCamelCase__				=    max(__a						)  # Gets the maximum count in the input list.
     # Gets values of modes
     return sorted({input_list[i] for i, value in enumerate(__a						) if value == y}						)


if __name__ == "__main__":
    import doctest

    doctest.testmod()







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_						     =					'''src/transformers'''


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

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


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






def 						__magic_name__			(   ):



     '''simple docstring'''




     UpperCamelCase__				=    []

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

          # source code of `config_class`
          UpperCamelCase__				=    inspect.getsource(__a						)
          UpperCamelCase__				=    _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')`
               UpperCamelCase__		,	UpperCamelCase__				=    checkpoint

               # verify the checkpoint name corresponds to the checkpoint link
               UpperCamelCase__				=    f"https://huggingface.co/{ckpt_name}"
               if ckpt_link == ckpt_link_from_name:
                    UpperCamelCase__				=    True
                    break

          UpperCamelCase__				=    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:
          UpperCamelCase__				=    """\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()





