





'''simple docstring'''






from ...configuration_utils import PretrainedConfig
from ...utils import logging


A__				:   List[str]      =logging.get_logger(__name__)

A__				:   List[Any]      ={
    '''microsoft/markuplm-base''': '''https://huggingface.co/microsoft/markuplm-base/resolve/main/config.json''',
    '''microsoft/markuplm-large''': '''https://huggingface.co/microsoft/markuplm-large/resolve/main/config.json''',
}




class  UpperCAmelCase     (			snake_case_   ):
      _lowercase:			int						     =   '''markuplm'''




      def __init__(			self			: Dict			,			__snake_case			: Union[str, Any]=3_05_22			,			__snake_case			: Tuple=7_68			,			__snake_case			: Any=12			,			__snake_case			: List[str]=12			,			__snake_case			: str=30_72			,			__snake_case			: List[Any]="gelu"			,			__snake_case			: List[str]=0.1			,			__snake_case			: List[Any]=0.1			,			__snake_case			: Union[str, Any]=5_12			,			__snake_case			: List[str]=2			,			__snake_case			: int=0.02			,			__snake_case			: List[str]=1E-1_2			,			__snake_case			: Optional[int]=0			,			__snake_case			: str=0			,			__snake_case			: Tuple=2			,			__snake_case			: Tuple=2_56			,			__snake_case			: int=10_24			,			__snake_case			: Union[str, Any]=2_16			,			__snake_case			: List[str]=10_01			,			__snake_case			: Any=32			,			__snake_case			: Tuple=50			,			__snake_case			: str="absolute"			,			__snake_case			: Tuple=True			,			__snake_case			: List[Any]=None			,			**__snake_case			: Union[str, Any]			,			)				->      List[Any]:
            super().__init__(
                pad_token_id=__snake_case			,			bos_token_id=__snake_case			,			eos_token_id=__snake_case			,			**__snake_case			,			)
            _lowerCAmelCase							     =							vocab_size
            _lowerCAmelCase							     =							hidden_size
            _lowerCAmelCase							     =							num_hidden_layers
            _lowerCAmelCase							     =							num_attention_heads
            _lowerCAmelCase							     =							hidden_act
            _lowerCAmelCase							     =							intermediate_size
            _lowerCAmelCase							     =							hidden_dropout_prob
            _lowerCAmelCase							     =							attention_probs_dropout_prob
            _lowerCAmelCase							     =							max_position_embeddings
            _lowerCAmelCase							     =							type_vocab_size
            _lowerCAmelCase							     =							initializer_range
            _lowerCAmelCase							     =							layer_norm_eps
            _lowerCAmelCase							     =							position_embedding_type
            _lowerCAmelCase							     =							use_cache
            _lowerCAmelCase							     =							classifier_dropout
            # additional properties
            _lowerCAmelCase							     =							max_depth
            _lowerCAmelCase							     =							max_xpath_tag_unit_embeddings
            _lowerCAmelCase							     =							max_xpath_subs_unit_embeddings
            _lowerCAmelCase							     =							tag_pad_id
            _lowerCAmelCase							     =							subs_pad_id
            _lowerCAmelCase							     =							xpath_unit_hidden_size










def 				UpperCAmelCase_					(							__snake_case						)     ->			str:







 """simple docstring"""


 _lowercase							      =0

 # if input_string is "aba" than new_input_string become "a|b|a"
 _lowercase							      =''''''
 _lowercase							      =''''''

 # append each character + "|" in new_string for range(0, length-1)
 for i in input_string[: len(__snake_case						) - 1]:
  new_input_string += i + "|"
 # append last character
 new_input_string += input_string[-1]

 # we will store the starting and ending of previous furthest ending palindromic
 # substring
 _lowercase      ,    _lowercase							      =0, 0

 # length[i] shows the length of palindromic substring with center i
 _lowercase							      =[1 for i in range(len(__snake_case						)						)]

 # for each character in new_string find corresponding palindromic string
 _lowercase							      =0
 for j in range(len(__snake_case						)						):
  _lowercase							      =1 if j > r else min(length[l + r - j] // 2     ,						r - j + 1						)
  while (
      j - k >= 0
      and j + k < len(__snake_case						)
      and new_input_string[k + j] == new_input_string[j - k]
  ):
   k += 1

  _lowercase							      =2 * k - 1

  # does this string is ending after the previously explored end (that is r) ?
  # if yes the update the new r to the last index of this
  if j + k - 1 > r:
   _lowercase							      =j - k + 1  # noqa: E741
   _lowercase							      =j + k - 1

  # update max_length and start position
  if max_length < length[j]:
   _lowercase							      =length[j]
   _lowercase							      =j

    # create that string
 _lowercase							      =new_input_string[start - max_length // 2 : start + max_length // 2 + 1]
 for i in s:
  if i != "|":
   output_string += i

 return output_string


if __name__ == "__main__":
  import doctest

  doctest.testmod()

