




"""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:
			lowercase__			=		None

lowercase__			=		logging.get_logger(__name__)
lowercase__			=		{"""vocab_file""": """sentencepiece.model""", """tokenizer_file""": """tokenizer.json"""}

lowercase__			=		{
    """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""",
    },
}

lowercase__			=		{
    """google/rembert""": 256,
}

lowercase__			=		"""▁"""






class lowerCAmelCase__      (	lowercase		):






			'''simple docstring'''



			lowerCamelCase__ =     VOCAB_FILES_NAMES
			lowerCamelCase__ =     PRETRAINED_VOCAB_FILES_MAP
			lowerCamelCase__ =     PRETRAINED_POSITIONAL_EMBEDDINGS_SIZES
			lowerCamelCase__ =     RemBertTokenizer
			def __init__(    self    , lowercase=None    , lowercase=None    , lowercase=True    , lowercase=True    , lowercase=False    , lowercase="[CLS]"    , lowercase="[SEP]"    , lowercase="<unk>"    , lowercase="[SEP]"    , lowercase="<pad>"    , lowercase="[CLS]"    , lowercase="[MASK]"    , **lowercase    , ):
							# Mask token behave like a normal word, i.e. include the space before it
							_lowerCamelCase	:     Union[str, Any]       =       AddedToken(lowercase    , lstrip=lowercase    , rstrip=lowercase    ) if isinstance(lowercase    , lowercase    ) else mask_token

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

							_lowerCamelCase	:     str       =       do_lower_case
							_lowerCamelCase	:     List[Any]       =       remove_space
							_lowerCamelCase	:     Union[str, Any]       =       keep_accents
							_lowerCamelCase	:     Dict       =       vocab_file
							_lowerCamelCase	:     Dict       =       False if not self.vocab_file else True
			def    A_       (    self    , lowercase    , lowercase = None    ):
							_lowerCamelCase	:     Any       =       [self.sep_token_id]
							_lowerCamelCase	:     List[str]       =       [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    , lowercase    , lowercase = None    , lowercase = 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(lowercase    )) + [1] + ([0] * len(lowercase    )) + [1]
							return [1] + ([0] * len(lowercase    )) + [1]
			def    A_       (    self    , lowercase    , lowercase = None    ):
							_lowerCamelCase	:     List[Any]       =       [self.sep_token_id]
							_lowerCamelCase	:     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    ) * [0] + len(token_ids_a + sep    ) * [1]






			def    A_       (    self    , lowercase    , lowercase = None    ):
							if not os.path.isdir(lowercase    ):
											logger.error('Vocabulary path ({}) should be a directory'.format(lowercase    )    )
											return
							_lowerCamelCase	:     List[str]       =       os.path.join(
							    lowercase    , (filename_prefix + '-' if filename_prefix else '') + VOCAB_FILES_NAMES['vocab_file']    )

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

							return (out_vocab_file,)





"""simple docstring"""






from __future__ import annotations







def 	_snake_case     (							lowercase__						):  # This function is recursive
				_lowerCamelCase	:     Optional[Any]       =       len(lowercase__						)
				# If the array contains only one element, we return it (it's the stop condition of
				# recursion)
				if array_length <= 1:
								return array
								# Else
				_lowerCamelCase	:     Optional[Any]       =       array[0]
				_lowerCamelCase	:     Optional[int]       =       False
				_lowerCamelCase	:     List[str]       =       1
				_lowerCamelCase	:     list[int]       =       []
				while not is_found and i < array_length:
								if array[i] < pivot:
												_lowerCamelCase	:     Union[str, Any]       =       True
												_lowerCamelCase	:     str       =       [element for element in array[i:] if element >= array[i]]
												_lowerCamelCase	:     str       =       longest_subsequence(lowercase__						)
												if len(lowercase__						) > len(lowercase__						):
																_lowerCamelCase	:     Any       =       temp_array
								else:
												i += 1

				_lowerCamelCase	:     Optional[Any]       =       [element for element in array[1:] if element >= pivot]
				_lowerCamelCase	:     Dict       =       [pivot, *longest_subsequence(lowercase__						)]
				if len(lowercase__						) > len(lowercase__						):
								return temp_array
				else:
								return longest_subseq


if __name__ == "__main__":
			import doctest

			doctest.testmod()