





'''simple docstring'''




import os
from shutil import copyfile
from typing import List, Optional, Tuple

from ...tokenization_utils import AddedToken
from ...tokenization_utils_fast import PreTrainedTokenizerFast
from ...utils import is_sentencepiece_available, logging


if is_sentencepiece_available():
  from .tokenization_xlnet import XLNetTokenizer
else:
  __SCREAMING_SNAKE_CASE     :Any       =				None


__SCREAMING_SNAKE_CASE     :Tuple       =				logging.get_logger(__name__)

__SCREAMING_SNAKE_CASE     :Dict       =				{'''vocab_file''': '''spiece.model''', '''tokenizer_file''': '''tokenizer.json'''}

__SCREAMING_SNAKE_CASE     :Optional[Any]       =				{
    '''vocab_file''': {
        '''xlnet-base-cased''': '''https://huggingface.co/xlnet-base-cased/resolve/main/spiece.model''',
        '''xlnet-large-cased''': '''https://huggingface.co/xlnet-large-cased/resolve/main/spiece.model''',
    },
    '''tokenizer_file''': {
        '''xlnet-base-cased''': '''https://huggingface.co/xlnet-base-cased/resolve/main/tokenizer.json''',
        '''xlnet-large-cased''': '''https://huggingface.co/xlnet-large-cased/resolve/main/tokenizer.json''',
    },
}

__SCREAMING_SNAKE_CASE     :str       =				{
    '''xlnet-base-cased''': None,
    '''xlnet-large-cased''': None,
}

__SCREAMING_SNAKE_CASE     :str       =				'''▁'''

# Segments (not really needed)
__SCREAMING_SNAKE_CASE     :Union[str, Any]       =				0
__SCREAMING_SNAKE_CASE     :List[str]       =				1
__SCREAMING_SNAKE_CASE     :Tuple       =				2
__SCREAMING_SNAKE_CASE     :Any       =				3
__SCREAMING_SNAKE_CASE     :Union[str, Any]       =				4







class   A_	(  lowerCAmelCase_			):
 _lowerCamelCase  : Union[str, Any]           =							VOCAB_FILES_NAMES
 _lowerCamelCase  : Union[str, Any]           =							PRETRAINED_VOCAB_FILES_MAP
 _lowerCamelCase  : List[Any]           =							PRETRAINED_POSITIONAL_EMBEDDINGS_SIZES
 _lowerCamelCase  : Optional[Any]           =							"""left"""
 _lowerCamelCase  : Any           =							XLNetTokenizer




 def __init__(					self       :    List[str]	,			snake_case_       :    Union[str, Any]=None	,			snake_case_       :    str=None	,			snake_case_       :    Optional[Any]=False	,			snake_case_       :    List[Any]=True	,			snake_case_       :    str=False	,			snake_case_       :    str="<s>"	,			snake_case_       :    Any="</s>"	,			snake_case_       :    int="<unk>"	,			snake_case_       :    str="<sep>"	,			snake_case_       :    Tuple="<pad>"	,			snake_case_       :    Any="<cls>"	,			snake_case_       :    Union[str, Any]="<mask>"	,			snake_case_       :    int=["<eop>", "<eod>"]	,			**snake_case_       :    List[Any]	,			):
      # Mask token behave like a normal word, i.e. include the space before it
      _UpperCAmelCase     							=   AddedToken(snake_case_	,			lstrip=snake_case_	,			rstrip=snake_case_    ) if isinstance(snake_case_	,			snake_case_    ) else mask_token

      super().__init__(
          vocab_file=snake_case_	,			tokenizer_file=snake_case_	,			do_lower_case=snake_case_	,			remove_space=snake_case_	,			keep_accents=snake_case_	,			bos_token=snake_case_	,			eos_token=snake_case_	,			unk_token=snake_case_	,			sep_token=snake_case_	,			pad_token=snake_case_	,			cls_token=snake_case_	,			mask_token=snake_case_	,			additional_special_tokens=snake_case_	,			**snake_case_	,			)

      _UpperCAmelCase     							=   3
      _UpperCAmelCase     							=   do_lower_case
      _UpperCAmelCase     							=   remove_space
      _UpperCAmelCase     							=   keep_accents
      _UpperCAmelCase     							=   vocab_file
      _UpperCAmelCase     							=   False if not self.vocab_file else True




 def      lowercase	(					self       :    Optional[int]	,			snake_case_       :    List[int]	,			snake_case_       :    Optional[List[int]] = None    ):
      _UpperCAmelCase     							=   [self.sep_token_id]
      _UpperCAmelCase     							=   [self.cls_token_id]
      if token_ids_a is None:
           return token_ids_a + sep + cls
      return token_ids_a + sep + token_ids_a + sep + cls




 def      lowercase	(					self       :    Tuple	,			snake_case_       :    List[int]	,			snake_case_       :    Optional[List[int]] = None    ):
      _UpperCAmelCase     							=   [self.sep_token_id]
      _UpperCAmelCase     							=   [2]

      if token_ids_a is None:
           return len(token_ids_a + sep    ) * [0] + cls_segment_id
      return len(token_ids_a + sep    ) * [0] + len(token_ids_a + sep    ) * [1] + cls_segment_id




 def      lowercase	(					self       :    str	,			snake_case_       :    str	,			snake_case_       :    Optional[str] = None    ):
      if not self.can_save_slow_tokenizer:
           raise ValueError(
               "Your fast tokenizer does not have the necessary information to save the vocabulary for a slow "
               "tokenizer."    )

      if not os.path.isdir(snake_case_    ):
           logger.error(f'Vocabulary path ({save_directory}) should be a directory'    )
           return
      _UpperCAmelCase     							=   os.path.join(
          snake_case_	,			(filename_prefix + "-" if filename_prefix else "") + VOCAB_FILES_NAMES["vocab_file"]    )

      if os.path.abspath(self.vocab_file    ) != os.path.abspath(snake_case_    ):
           copyfile(self.vocab_file	,			snake_case_    )

      return (out_vocab_file,)









"""simple docstring"""






import os
from math import logaa


def 			_lowercase				(  __snake_case = "base_exp.txt"	)						->   int:
			__lowerCAmelCase      :  float												=       0
			__lowerCAmelCase      :  Any												=       0
			for i, line in enumerate(open(os.path.join(os.path.dirname(__snake_case	)					,__snake_case	)	)	):
						__lowerCAmelCase						,	__lowerCAmelCase      :  List[str]												=       list(map(__snake_case					,line.split(","	)	)	)
						if x * logaa(__snake_case	) > largest:
									__lowerCAmelCase      :  Tuple												=       x * logaa(__snake_case	)
									__lowerCAmelCase      :  Optional[Any]												=       i + 1
			return result


if __name__ == "__main__":
	print(solution())