





"""simple docstring"""





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


lowercase__				:List[Any]				   =       logging.get_logger(__name__)

lowercase__				:Dict				   =       {
    '''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 							snake_case							(			_UpperCAmelCase ):

      '''simple docstring'''



      _A     :       str         =       'markuplm'

      def __init__(							self       :      Dict						,				__lowercase       :      List[str]=30_522						,				__lowercase       :      Tuple=768						,				__lowercase       :      int=12						,				__lowercase       :      Any=12						,				__lowercase       :      Optional[Any]=3_072						,				__lowercase       :      str="gelu"						,				__lowercase       :      Dict=0.1						,				__lowercase       :      Union[str, Any]=0.1						,				__lowercase       :      Optional[Any]=512						,				__lowercase       :      str=2						,				__lowercase       :      List[str]=0.0_2						,				__lowercase       :      Optional[int]=1e-12						,				__lowercase       :      Optional[Any]=0						,				__lowercase       :      Dict=0						,				__lowercase       :      Dict=2						,				__lowercase       :      int=256						,				__lowercase       :      Union[str, Any]=1_024						,				__lowercase       :      Optional[int]=216						,				__lowercase       :      List[Any]=1_001						,				__lowercase       :      Optional[int]=32						,				__lowercase       :      List[str]=50						,				__lowercase       :      List[Any]="absolute"						,				__lowercase       :      Optional[Any]=True						,				__lowercase       :      int=None						,				**__lowercase       :      List[Any]						,				):


        '''simple docstring'''




        super().__init__(
            pad_token_id=__UpperCamelCase						,				bos_token_id=__UpperCamelCase						,				eos_token_id=__UpperCamelCase						,				**__UpperCamelCase						,				)
        __UpperCAmelCase    :						Optional[Any]       =						vocab_size
        __UpperCAmelCase    :						Dict       =						hidden_size
        __UpperCAmelCase    :						int       =						num_hidden_layers
        __UpperCAmelCase    :						Optional[Any]       =						num_attention_heads
        __UpperCAmelCase    :						str       =						hidden_act
        __UpperCAmelCase    :						List[str]       =						intermediate_size
        __UpperCAmelCase    :						List[str]       =						hidden_dropout_prob
        __UpperCAmelCase    :						int       =						attention_probs_dropout_prob
        __UpperCAmelCase    :						Optional[Any]       =						max_position_embeddings
        __UpperCAmelCase    :						List[str]       =						type_vocab_size
        __UpperCAmelCase    :						Optional[Any]       =						initializer_range
        __UpperCAmelCase    :						Optional[Any]       =						layer_norm_eps
        __UpperCAmelCase    :						Any       =						position_embedding_type
        __UpperCAmelCase    :						List[str]       =						use_cache
        __UpperCAmelCase    :						Optional[int]       =						classifier_dropout
        # additional properties
        __UpperCAmelCase    :						Union[str, Any]       =						max_depth
        __UpperCAmelCase    :						Any       =						max_xpath_tag_unit_embeddings
        __UpperCAmelCase    :						List[Any]       =						max_xpath_subs_unit_embeddings
        __UpperCAmelCase    :						Dict       =						tag_pad_id
        __UpperCAmelCase    :						Dict       =						subs_pad_id
        __UpperCAmelCase    :						str       =						xpath_unit_hidden_size






"""simple docstring"""





from __future__ import annotations

import string
from itertools import cycle, product
from pathlib import Path

lowercase__				:str				   =       (
    string.ascii_letters + string.digits + string.punctuation + string.whitespace
)
lowercase__				:list[int]				   =       [ord(letter) for letter in string.ascii_lowercase]
lowercase__				:set[int]				   =       {ord(char) for char in VALID_CHARS}

lowercase__				:list[str]				   =       ["the", "be", "to", "of", "and", "in", "that", "have"]


def       lowerCamelCase_       (   UpperCAmelCase_  ,			UpperCAmelCase_  )						->str | None:





  """simple docstring"""


  __UpperCAmelCase    :						str       =						""
  __UpperCAmelCase    :						int
  __UpperCAmelCase    :						int
  __UpperCAmelCase    :						int

  for keychar, cipherchar in zip(cycle(UpperCAmelCase_  )  ,			UpperCAmelCase_  ):
    __UpperCAmelCase    :						Optional[Any]       =						cipherchar ^ keychar
    if decodedchar not in VALID_INTS:
      return None
    decoded += chr(UpperCAmelCase_  )

  return decoded


def       lowerCamelCase_       (   UpperCAmelCase_  )						->list[str]:





  """simple docstring"""


  __UpperCAmelCase    :						list[str]       =						[]
  for key in product(UpperCAmelCase_  ,			repeat=3  ):
    __UpperCAmelCase    :						List[Any]       =						try_key(UpperCAmelCase_  ,			UpperCAmelCase_  )
    if encoded is not None:
      possibles.append(UpperCAmelCase_  )
  return possibles


def       lowerCamelCase_       (   UpperCAmelCase_  ,			UpperCAmelCase_  )						->list[str]:





  """simple docstring"""


  return [possible for possible in possibles if common_word in possible.lower()]


def       lowerCamelCase_       (   UpperCAmelCase_ = "p059_cipher.txt"  )						->int:





  """simple docstring"""


  __UpperCAmelCase    :						list[int]
  __UpperCAmelCase    :						list[str]
  __UpperCAmelCase    :						str
  __UpperCAmelCase    :						str
  __UpperCAmelCase    :						str       =						Path(UpperCAmelCase_  ).parent.joinpath(UpperCAmelCase_  ).read_text(encoding='''utf-8'''  )

  __UpperCAmelCase    :						List[str]       =						[int(UpperCAmelCase_  ) for number in data.strip().split(''','''  )]

  __UpperCAmelCase    :						List[Any]       =						filter_valid_chars(UpperCAmelCase_  )
  for common_word in COMMON_WORDS:
    __UpperCAmelCase    :						Optional[int]       =						filter_common_word(UpperCAmelCase_  ,			UpperCAmelCase_  )
    if len(UpperCAmelCase_  ) == 1:
      break

  __UpperCAmelCase    :						Optional[Any]       =						possibles[0]
  return sum(ord(UpperCAmelCase_  ) for char in decoded_text  )


if __name__ == "__main__":
  print(f"""{solution() = }""")