





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
lowercase      :       str									=  """src/transformers"""


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

lowercase      :       List[str]									=  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)`
lowercase      :       Optional[Any]									=  re.compile(r"""\[(.+?)\]\((https://huggingface\.co/.+?)\)""")


lowercase      :       Optional[Any]									=  {
    """DecisionTransformerConfig""",
    """EncoderDecoderConfig""",
    """MusicgenConfig""",
    """RagConfig""",
    """SpeechEncoderDecoderConfig""",
    """TimmBackboneConfig""",
    """VisionEncoderDecoderConfig""",
    """VisionTextDualEncoderConfig""",
    """LlamaConfig""",
}



def A_	(		A__				)  ->		Optional[Any]:
       a__						:	List[str] =				None

       # source code of `config_class`
       a__						:	Tuple =				inspect.getsource(A__				)
       a__						:	Any =				_re_checkpoint.findall(A__				)

       # 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__						:	Union[str, Any] =				ckpt_link[:-1]

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

       return checkpoint



def A_	(		)  ->		List[str]:
       a__						:	Tuple =				[]

       for config_class in list(CONFIG_MAPPING.values()				):
              # Skip deprecated models
              if "models.deprecated" in config_class.__module__:
                     continue
              a__						:	Dict =				get_checkpoint_from_config_class(A__				)

              a__						:	List[str] =				config_class.__name__
              if checkpoint is None and name not in CONFIG_CLASSES_TO_IGNORE_FOR_DOCSTRING_CHECKPOINT_CHECK:
                     configs_without_checkpoint.append(A__				)

       if len(A__				) > 0:
              a__						:	Dict =				'\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()



from __future__ import annotations

import sys
from collections import deque
from typing import Generic, TypeVar

UpperCamelCase  							=						TypeVar('''T''')



class   snake_case_       (		Generic[T]       ):
   __A	:		deque[T]  # Cache store of keys
   __A	:		set[T]  # References of the keys in cache
   __A	:		int         =				10  # Maximum capacity of cache






   def __init__(      self				:     Union[str, Any]	,						lowercase_				:     int  )					->						None:
       lowercase__ :   int    					=				deque()
       lowercase__ :   str    					=				set()
       if not n:
           lowercase__ :   str    					=				sys.maxsize
       elif n < 0:
           raise ValueError("n should be an integer greater than 0."  )
       else:
           lowercase__ :   List[Any]    					=				n






   def       __UpperCamelCase     (      self				:     Dict	,						lowercase_				:     T  )					->						None:
       if x not in self.key_reference:
           if len(self.dq_store  ) == LRUCache._MAX_CAPACITY:
               lowercase__ :   Dict    					=				self.dq_store.pop()
               self.key_reference.remove(lowercase_  )
       else:
           self.dq_store.remove(lowercase_  )

       self.dq_store.appendleft(lowercase_  )
       self.key_reference.add(lowercase_  )






   def       __UpperCamelCase     (      self				:     Dict  )					->						None:
       for k in self.dq_store:
           print(lowercase_  )







   def __repr__(      self				:     Optional[int]  )					->						str:
       return F'''LRUCache({self._MAX_CAPACITY}) => {list(self.dq_store  )}'''


if __name__ == "__main__":
      import doctest

      doctest.testmod()

      UpperCamelCase  							=						LRUCache(4)
      lru_cache.refer('''A''')
      lru_cache.refer(2)
      lru_cache.refer(3)
      lru_cache.refer('''A''')
      lru_cache.refer(4)
      lru_cache.refer(5)
      lru_cache.display()

      print(lru_cache)
      assert str(lru_cache) == "LRUCache(4) => [5, 4, 'A', 3]"



