


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


snake_case							: str      =   logging.get_logger(__name__)

snake_case							: Optional[int]      =   {'vocab_file': 'vocab.txt', 'tokenizer_file': 'tokenizer.json'}

snake_case							: Optional[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'
        ),
    },
}

snake_case							: Union[str, Any]      =   {
    'yjernite/retribert-base-uncased': 5_12,
}


snake_case							: Tuple      =   {
    'yjernite/retribert-base-uncased': {'do_lower_case': True},
}







class  snake_case_     (lowerCamelCase_   ):
				UpperCAmelCase__      :					List[str]					   =    VOCAB_FILES_NAMES
				UpperCAmelCase__      :					Any					   =    PRETRAINED_VOCAB_FILES_MAP
				UpperCAmelCase__      :					Any					   =    PRETRAINED_POSITIONAL_EMBEDDINGS_SIZES
				UpperCAmelCase__      :					Any					   =    PRETRAINED_INIT_CONFIGURATION
				UpperCAmelCase__      :					Optional[Any]					   =    RetriBertTokenizer
				UpperCAmelCase__      :					Any					   =    ['input_ids', 'attention_mask']
				def __init__(   self     :Optional[int]    ,__snake_case     :Any=None    ,__snake_case     :int=None    ,__snake_case     :Union[str, Any]=True    ,__snake_case     :Dict="[UNK]"    ,__snake_case     :str="[SEP]"    ,__snake_case     :Union[str, Any]="[PAD]"    ,__snake_case     :Dict="[CLS]"    ,__snake_case     :Optional[Any]="[MASK]"    ,__snake_case     :Optional[int]=True    ,__snake_case     :Optional[int]=None    ,**__snake_case     :Dict    ,)      ->					Dict:
											super().__init__(
											    UpperCAmelCase__    ,tokenizer_file=UpperCAmelCase__    ,do_lower_case=UpperCAmelCase__    ,unk_token=UpperCAmelCase__    ,sep_token=UpperCAmelCase__    ,pad_token=UpperCAmelCase__    ,cls_token=UpperCAmelCase__    ,mask_token=UpperCAmelCase__    ,tokenize_chinese_chars=UpperCAmelCase__    ,strip_accents=UpperCAmelCase__    ,**UpperCAmelCase__    ,)

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

											a__    =  do_lower_case
				def 				lowerCamelCase__(   self     :Dict    ,__snake_case     :Tuple    ,__snake_case     :Union[str, Any]=None   )      ->					Optional[int]:
											a__    =  [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     :Optional[Any]    ,__snake_case     :List[int]    ,__snake_case     :Optional[List[int]] = None   )      ->					str:
											a__    =  [self.sep_token_id]
											a__    =  [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     :str    ,__snake_case     :str    ,__snake_case     :Optional[str] = None   )      ->					Tuple:
											a__    =  self._tokenizer.model.save(UpperCAmelCase__    ,name=UpperCAmelCase__   )
											return tuple(UpperCAmelCase__   )








from __future__ import annotations






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

							a__    =  [element for element in array[1:] if element >= pivot]
							a__    =  [pivot, *longest_subsequence(__lowerCAmelCase     )]
							if len(__lowerCAmelCase     ) > len(__lowerCAmelCase     ):
														return temp_array
							else:
														return longest_subseq


if __name__ == "__main__":
						import doctest

						doctest.testmod()




