





import json
from typing import List, Optional, Tuple

from tokenizers import normalizers

from ...tokenization_utils import AddedToken
from ...tokenization_utils_fast import PreTrainedTokenizerFast
from ...utils import logging
from .tokenization_mpnet import MPNetTokenizer


__UpperCAmelCase			:  Union[str, Any]										=				logging.get_logger(__name__)

__UpperCAmelCase			:  List[str]										=				{"vocab_file": "vocab.txt", "tokenizer_file": "tokenizer.json"}

__UpperCAmelCase			:  List[str]										=				{
    "vocab_file": {
        "microsoft/mpnet-base": "https://huggingface.co/microsoft/mpnet-base/resolve/main/vocab.txt",
    },
    "tokenizer_file": {
        "microsoft/mpnet-base": "https://huggingface.co/microsoft/mpnet-base/resolve/main/tokenizer.json",
    },
}

__UpperCAmelCase			:  Optional[int]										=				{
    "microsoft/mpnet-base": 512,
}

__UpperCAmelCase			:  Dict										=				{
    "microsoft/mpnet-base": {"do_lower_case": True},
}







class        __snake_case			(				__lowerCamelCase     ):





       '''simple docstring'''







       lowerCAmelCase__ 						=	VOCAB_FILES_NAMES
       lowerCAmelCase__ 						=	PRETRAINED_VOCAB_FILES_MAP
       lowerCAmelCase__ 						=	PRETRAINED_INIT_CONFIGURATION
       lowerCAmelCase__ 						=	PRETRAINED_POSITIONAL_EMBEDDINGS_SIZES
       lowerCAmelCase__ 						=	MPNetTokenizer
       lowerCAmelCase__ 						=	["""input_ids""", """attention_mask"""]




       def __init__(    self					:       Tuple				,							A					:       List[Any]=None				,							A					:       str=None				,							A					:       Tuple=True				,							A					:       Optional[int]="<s>"				,							A					:       Optional[int]="</s>"				,							A					:       Tuple="</s>"				,							A					:       int="<s>"				,							A					:       Optional[int]="[UNK]"				,							A					:       Tuple="<pad>"				,							A					:       str="<mask>"				,							A					:       int=True				,							A					:       List[Any]=None				,							**A					:       Tuple				,							):
         super().__init__(
             A				,							tokenizer_file=A				,							do_lower_case=A				,							bos_token=A				,							eos_token=A				,							sep_token=A				,							cls_token=A				,							unk_token=A				,							pad_token=A				,							mask_token=A				,							tokenize_chinese_chars=A				,							strip_accents=A				,							**A				,							)

         __snake_case:		Optional[Any]					    =		json.loads(self.backend_tokenizer.normalizer.__getstate__()						)
         if (
             pre_tok_state.get("""lowercase"""				,							A						) != do_lower_case
             or pre_tok_state.get("""strip_accents"""				,							A						) != strip_accents
         ):
           __snake_case:		str					    =		getattr(A				,							pre_tok_state.pop("""type"""						)						)
           __snake_case:		str					    =		do_lower_case
           __snake_case:		List[str]					    =		strip_accents
           __snake_case:		int					    =		pre_tok_class(**A						)

         __snake_case:		int					    =		do_lower_case




       @property
       def 				UpperCAmelCase__					(    self					:       List[Any]						):
         if self._mask_token is None:
           if self.verbose:
             logger.error("""Using mask_token, but it is not set yet."""						)
           return None
         return str(self._mask_token						)




       @mask_token.setter
       def 				UpperCAmelCase__					(    self					:       List[Any]				,							A					:       Tuple						):
         __snake_case:		str					    =		AddedToken(A				,							lstrip=A				,							rstrip=A						) if isinstance(A				,							A						) else value
         __snake_case:		Union[str, Any]					    =		value




       def 				UpperCAmelCase__					(    self					:       int				,							A					:       str				,							A					:       Union[str, Any]=None						):
         __snake_case:		List[Any]					    =		[self.bos_token_id] + token_ids_a + [self.eos_token_id]
         if token_ids_a is None:
           return output

         return output + [self.eos_token_id] + token_ids_a + [self.eos_token_id]




       def 				UpperCAmelCase__					(    self					:       Tuple				,							A					:       List[int]				,							A					:       Optional[List[int]] = None						):
         __snake_case:		Any					    =		[self.sep_token_id]
         __snake_case:		int					    =		[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 + sep + token_ids_a + sep						) * [0]






       def 				UpperCAmelCase__					(    self					:       Optional[Any]				,							A					:       str				,							A					:       Optional[str] = None						):
         __snake_case:		Union[str, Any]					    =		self._tokenizer.model.save(A				,							name=A						)
         return tuple(A						)













from functools import lru_cache







@lru_cache
def      A__				(       SCREAMING_SNAKE_CASE__)  ->       int:
  if not isinstance(SCREAMING_SNAKE_CASE__   ,   SCREAMING_SNAKE_CASE__):
    raise TypeError("""k must be an integer.""")
  if k < 0:
    raise ValueError("""k integer must be greater or equal to zero.""")
  if k == 0:
    return 0
  elif k == 1:
    return 1
  else:
    return fibonacci(k - 1) + fibonacci(k - 2)







def      A__				(       SCREAMING_SNAKE_CASE__   ,   SCREAMING_SNAKE_CASE__)  ->       int:
  __snake_case:		str					    =		len(SCREAMING_SNAKE_CASE__)
  # Find m such that F_m >= n where F_i is the i_th fibonacci number.
  __snake_case:		Optional[int]					    =		0
  while True:
    if fibonacci(SCREAMING_SNAKE_CASE__) >= len_list:
      __snake_case:		str					    =		i
      break
    i += 1
  __snake_case:		Tuple					    =		0
  while fibb_k > 0:
    __snake_case:		str					    =		min(
        offset + fibonacci(fibb_k - 1)   ,   len_list - 1)  # Prevent out of range
    __snake_case:		List[Any]					    =		arr[index_k]
    if item_k_1 == val:
      return index_k
    elif val < item_k_1:
      fibb_k -= 1
    elif val > item_k_1:
      offset += fibonacci(fibb_k - 1)
      fibb_k -= 2
  else:
    return -1


if __name__ == "__main__":
      import doctest

      doctest.testmod()






