


'''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_rembert import RemBertTokenizer
else:
							__A	:	Tuple     =     None

__A	:	Union[str, Any]     =     logging.get_logger(__name__)
__A	:	Optional[Any]     =     {'vocab_file': 'sentencepiece.model', 'tokenizer_file': 'tokenizer.json'}

__A	:	Union[str, Any]     =     {
    'vocab_file': {
        'google/rembert': 'https://huggingface.co/google/rembert/resolve/main/sentencepiece.model',
    },
    'tokenizer_file': {
        'google/rembert': 'https://huggingface.co/google/rembert/resolve/main/tokenizer.json',
    },
}

__A	:	Optional[Any]     =     {
    'google/rembert': 256,
}

__A	:	Optional[int]     =     '▁'
class 						__UpperCamelCase	(						lowercase__							):
							lowercase			:		List[Any]   		=  VOCAB_FILES_NAMES
							lowercase			:		Any   		=  PRETRAINED_VOCAB_FILES_MAP
							lowercase			:		Optional[int]   		=  PRETRAINED_POSITIONAL_EMBEDDINGS_SIZES
							lowercase			:		Optional[Any]   		=  RemBertTokenizer





							def __init__(  self		:str  ,_UpperCamelCase		:List[Any]=None  ,_UpperCamelCase		:Any=None  ,_UpperCamelCase		:Dict=True  ,_UpperCamelCase		:Optional[int]=True  ,_UpperCamelCase		:Tuple=False  ,_UpperCamelCase		:Union[str, Any]="[CLS]"  ,_UpperCamelCase		:str="[SEP]"  ,_UpperCamelCase		:Optional[Any]="<unk>"  ,_UpperCamelCase		:Optional[int]="[SEP]"  ,_UpperCamelCase		:Dict="<pad>"  ,_UpperCamelCase		:Optional[int]="[CLS]"  ,_UpperCamelCase		:Any="[MASK]"  ,**_UpperCamelCase		:Dict  ,):
									# Mask token behave like a normal word, i.e. include the space before it
									snake_case_		:							Tuple			       =						AddedToken(_UpperCamelCase  ,lstrip=_UpperCamelCase  ,rstrip=_UpperCamelCase			) if isinstance(_UpperCamelCase  ,_UpperCamelCase			) else mask_token

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

									snake_case_		:							Dict			       =						do_lower_case
									snake_case_		:							int			       =						remove_space
									snake_case_		:							Optional[int]			       =						keep_accents
									snake_case_		:							Union[str, Any]			       =						vocab_file
									snake_case_		:							Union[str, Any]			       =						False if not self.vocab_file else True





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





							def 		a__   (  self		:Union[str, Any]  ,_UpperCamelCase		:List[int]  ,_UpperCamelCase		:Optional[List[int]] = None  ,_UpperCamelCase		:bool = False			):

									if already_has_special_tokens:
											if token_ids_a is not None:
													raise ValueError(
													    """You should not supply a second sequence if the provided sequence of """
													    """ids is already formatted with special tokens for the model."""			)
											return [1 if x in [self.sep_token_id, self.cls_token_id] else 0 for x in token_ids_a]

									if token_ids_a is not None:
											return [1] + ([0] * len(_UpperCamelCase			)) + [1] + ([0] * len(_UpperCamelCase			)) + [1]
									return [1] + ([0] * len(_UpperCamelCase			)) + [1]





							def 		a__   (  self		:str  ,_UpperCamelCase		:List[int]  ,_UpperCamelCase		:Optional[List[int]] = None			):
									snake_case_		:							int			       =						[self.sep_token_id]
									snake_case_		:							Optional[Any]			       =						[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 		a__   (  self		:Tuple  ,_UpperCamelCase		:str  ,_UpperCamelCase		:Optional[str] = None			):
									if not os.path.isdir(_UpperCamelCase			):
											logger.error("""Vocabulary path ({}) should be a directory""".format(_UpperCamelCase			)			)
											return
									snake_case_		:							Optional[int]			       =						os.path.join(
									    _UpperCamelCase  ,(filename_prefix + """-""" if filename_prefix else """""") + VOCAB_FILES_NAMES["""vocab_file"""]			)

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

									return (out_vocab_file,)



'''simple docstring'''






def      UpperCAmelCase      (		lowerCamelCase_  :str ):







		'''simple docstring'''
		return " ".join(
		    """""".join(word[::-1] ) if len(lowerCamelCase_ ) > 4 else word for word in sentence.split() )


if __name__ == "__main__":
							import doctest

							doctest.testmod()
							print(reverse_long_words('Hey wollef sroirraw'))