





import json
from typing import List, Optional, Tuple

from tokenizers import normalizers

from ....tokenization_utils_fast import PreTrainedTokenizerFast
from ....utils import logging
from .tokenization_retribert import RetriBertTokenizer


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

_A :   List[Any]  			=  {'vocab_file': 'vocab.txt', 'tokenizer_file': 'tokenizer.json'}

_A :   List[Any]  			=  {
    'vocab_file': {
        'yjernite/retribert-base-uncased': (
            'https://huggingface.co/yjernite/retribert-base-uncased/resolve/main/vocab.txt'
        ),
    },
    'tokenizer_file': {
        'yjernite/retribert-base-uncased': (
            'https://huggingface.co/yjernite/retribert-base-uncased/resolve/main/tokenizer.json'
        ),
    },
}

_A :   Optional[int]  			=  {
    'yjernite/retribert-base-uncased': 5_12,
}


_A :   Optional[int]  			=  {
    'yjernite/retribert-base-uncased': {'do_lower_case': True},
}


class        __SCREAMING_SNAKE_CASE      (			a__ ):
       _UpperCAmelCase				:  int			   =   VOCAB_FILES_NAMES
       _UpperCAmelCase				:  List[Any]			   =   PRETRAINED_VOCAB_FILES_MAP
       _UpperCAmelCase				:  int			   =   PRETRAINED_POSITIONAL_EMBEDDINGS_SIZES
       _UpperCAmelCase				:  Optional[int]			   =   PRETRAINED_INIT_CONFIGURATION
       _UpperCAmelCase				:  Optional[int]			   =   RetriBertTokenizer
       _UpperCAmelCase				:  List[str]			   =   ["input_ids", "attention_mask"]







       def __init__(				self					:     Any		, A					:     Optional[int]=None		, A					:     Dict=None		, A					:     Optional[Any]=True		, A					:     Optional[Any]="[UNK]"		, A					:     str="[SEP]"		, A					:     Tuple="[PAD]"		, A					:     int="[CLS]"		, A					:     Optional[Any]="[MASK]"		, A					:     Dict=True		, A					:     Dict=None		, **A					:     Union[str, Any]		, )       ->int:
          super().__init__(
              A		, tokenizer_file=A		, do_lower_case=A		, unk_token=A		, sep_token=A		, pad_token=A		, cls_token=A		, mask_token=A		, tokenize_chinese_chars=A		, strip_accents=A		, **A		, )

          lowerCamelCase__        =							json.loads(self.backend_tokenizer.normalizer.__getstate__()      )
          if (
              normalizer_state.get('''lowercase'''		, A      ) != do_lower_case
              or normalizer_state.get('''strip_accents'''		, A      ) != strip_accents
              or normalizer_state.get('''handle_chinese_chars'''		, A      ) != tokenize_chinese_chars
          ):
             lowerCamelCase__        =							getattr(A		, normalizer_state.pop('''type'''      )      )
             lowerCamelCase__        =							do_lower_case
             lowerCamelCase__        =							strip_accents
             lowerCamelCase__        =							tokenize_chinese_chars
             lowerCamelCase__        =							normalizer_class(**A      )

          lowerCamelCase__        =							do_lower_case







       def 						__lowerCamelCase   (				self					:     Union[str, Any]		, A					:     str		, A					:     Optional[int]=None      )       ->List[str]:
          lowerCamelCase__        =							[self.cls_token_id] + token_ids_a + [self.sep_token_id]

          if token_ids_a:
             output += token_ids_a + [self.sep_token_id]

          return output







       def 						__lowerCamelCase   (				self					:     int		, A					:     List[int]		, A					:     Optional[List[int]] = None      )       ->List[str]:
          lowerCamelCase__        =							[self.sep_token_id]
          lowerCamelCase__        =							[self.cls_token_id]
          if token_ids_a is None:
             return len(cls + token_ids_a + sep      ) * [0]
          return len(cls + token_ids_a + sep      ) * [0] + len(token_ids_a + sep      ) * [1]







       def 						__lowerCamelCase   (				self					:     Optional[int]		, A					:     str		, A					:     Optional[str] = None      )       ->Tuple:
          lowerCamelCase__        =							self._tokenizer.model.save(A		, name=A      )
          return tuple(A      )










def 	_a						(   UpperCAmelCase      ,  UpperCAmelCase					)    ->    Dict:







   """simple docstring"""
   if b == 0:
      return 1
   if (b % 2) == 0:
      return actual_power(UpperCAmelCase      ,  int(b / 2					)					) * actual_power(UpperCAmelCase      ,  int(b / 2					)					)
   else:
      return a * actual_power(UpperCAmelCase      ,  int(b / 2					)					) * actual_power(UpperCAmelCase      ,  int(b / 2					)					)



def 	_a						(   UpperCAmelCase      ,  UpperCAmelCase					)    ->    float:







   """simple docstring"""
   if b < 0:
      return 1 / actual_power(UpperCAmelCase      ,  UpperCAmelCase					)
   return actual_power(UpperCAmelCase      ,  UpperCAmelCase					)


if __name__ == "__main__":
       print(power(-2, -3))



