



'''simple docstring'''



import os
from shutil import copyfile
from typing import Any, Dict, List, Optional, Tuple

import sentencepiece as spm

from ...tokenization_utils import AddedToken, PreTrainedTokenizer
from ...utils import logging


lowerCAmelCase_     :       Tuple								=						logging.get_logger(__name__)

lowerCAmelCase_     :       int								=						'▁'

lowerCAmelCase_     :       List[Any]								=						{'vocab_file': 'sentencepiece.bpe.model', 'monolingual_vocab_file': 'dict.txt'}

lowerCAmelCase_     :       Union[str, Any]								=						{
    'vocab_file': {
        'vinai/bartpho-syllable': 'https://huggingface.co/vinai/bartpho-syllable/resolve/main/sentencepiece.bpe.model',
    },
    'monolingual_vocab_file': {
        'vinai/bartpho-syllable': 'https://huggingface.co/vinai/bartpho-syllable/resolve/main/dict.txt',
    },
}

lowerCAmelCase_     :       Any								=						{'vinai/bartpho-syllable': 1024}
class 	lowerCamelCase_							(					snake_case_			):
						_lowerCAmelCase     :   int	     =				VOCAB_FILES_NAMES
						_lowerCAmelCase     :   int	     =				PRETRAINED_VOCAB_FILES_MAP
						_lowerCAmelCase     :   List[Any]	     =				PRETRAINED_POSITIONAL_EMBEDDINGS_SIZES
						_lowerCAmelCase     :   Union[str, Any]	     =				['input_ids', 'attention_mask']







						def __init__(  self   :      Tuple				,    lowerCAmelCase__   :      List[Any]				,    lowerCAmelCase__   :      Any				,    lowerCAmelCase__   :      List[str]="<s>"				,    lowerCAmelCase__   :      Optional[Any]="</s>"				,    lowerCAmelCase__   :      Optional[int]="</s>"				,    lowerCAmelCase__   :      Dict="<s>"				,    lowerCAmelCase__   :      Dict="<unk>"				,    lowerCAmelCase__   :      Optional[int]="<pad>"				,    lowerCAmelCase__   :      str="<mask>"				,    lowerCAmelCase__   :      Optional[Dict[str, Any]] = None				,    **lowerCAmelCase__   :      List[str]				,    ):

													"""simple docstring"""
													# Mask token behave like a normal word, i.e. include the space before it
													SCREAMING_SNAKE_CASE					:      Optional[int]     					=			AddedToken(lowerCAmelCase__				,    lstrip=lowerCAmelCase__				,    rstrip=lowerCAmelCase__				) if isinstance(lowerCAmelCase__				,    lowerCAmelCase__				) else mask_token

													SCREAMING_SNAKE_CASE					:      Optional[Any]     					=			{} if sp_model_kwargs is None else sp_model_kwargs

													super().__init__(
													    bos_token=lowerCAmelCase__				,    eos_token=lowerCAmelCase__				,    unk_token=lowerCAmelCase__				,    sep_token=lowerCAmelCase__				,    cls_token=lowerCAmelCase__				,    pad_token=lowerCAmelCase__				,    mask_token=lowerCAmelCase__				,    sp_model_kwargs=self.sp_model_kwargs				,    **lowerCAmelCase__				,    )

													SCREAMING_SNAKE_CASE					:      Optional[int]     					=			vocab_file
													SCREAMING_SNAKE_CASE					:      List[Any]     					=			monolingual_vocab_file
													SCREAMING_SNAKE_CASE					:      Tuple     					=			spm.SentencePieceProcessor(**self.sp_model_kwargs				)
													self.sp_model.Load(str(lowerCAmelCase__				)				)

													# Load the reduced vocab

													# Keep order of special tokens for backward compatibility
													SCREAMING_SNAKE_CASE					:      int     					=			{}
													SCREAMING_SNAKE_CASE					:      Dict     					=			0
													for token in [bos_token, pad_token, eos_token, unk_token, sep_token, cls_token]:
																				if str(lowerCAmelCase__				) not in self.fairseq_tokens_to_ids:
																											SCREAMING_SNAKE_CASE					:      Optional[Any]     					=			cnt
																											cnt += 1
													with open(lowerCAmelCase__				,    '''r'''				,    encoding='''utf-8'''				) as f:
																				for line in f.readlines():
																											SCREAMING_SNAKE_CASE					:      Any     					=			line.strip().split()[0]
																											SCREAMING_SNAKE_CASE					:      int     					=			len(self.fairseq_tokens_to_ids				)
													if str(lowerCAmelCase__				) not in self.fairseq_tokens_to_ids:
																				SCREAMING_SNAKE_CASE					:      Dict     					=			len(self.fairseq_tokens_to_ids				)

													SCREAMING_SNAKE_CASE					:      Optional[int]     					=			{v: k for k, v in self.fairseq_tokens_to_ids.items()}







						def __getstate__(  self   :      Tuple				):

													"""simple docstring"""
													SCREAMING_SNAKE_CASE					:      int     					=			self.__dict__.copy()
													SCREAMING_SNAKE_CASE					:      Any     					=			None
													SCREAMING_SNAKE_CASE					:      Union[str, Any]     					=			self.sp_model.serialized_model_proto()
													return state







						def __setstate__(  self   :      Union[str, Any]				,    lowerCAmelCase__   :      List[str]				):

													"""simple docstring"""
													SCREAMING_SNAKE_CASE					:      Tuple     					=			d

													# for backward compatibility
													if not hasattr(self				,    '''sp_model_kwargs'''				):
																				SCREAMING_SNAKE_CASE					:      Union[str, Any]     					=			{}

													SCREAMING_SNAKE_CASE					:      List[str]     					=			spm.SentencePieceProcessor(**self.sp_model_kwargs				)
													self.sp_model.LoadFromSerializedProto(self.sp_model_proto				)







						def 					__lowercase    (  self   :      Optional[Any]				,    lowerCAmelCase__   :      List[int]				,    lowerCAmelCase__   :      Optional[List[int]] = None				):

													"""simple docstring"""

													if token_ids_a is None:
																				return [self.cls_token_id] + token_ids_a + [self.sep_token_id]
													SCREAMING_SNAKE_CASE					:      Dict     					=			[self.cls_token_id]
													SCREAMING_SNAKE_CASE					:      Tuple     					=			[self.sep_token_id]
													return cls + token_ids_a + sep + sep + token_ids_a + sep







						def 					__lowercase    (  self   :      List[str]				,    lowerCAmelCase__   :      List[int]				,    lowerCAmelCase__   :      Optional[List[int]] = None				,    lowerCAmelCase__   :      bool = False				):

													"""simple docstring"""

													if already_has_special_tokens:
																				return super().get_special_tokens_mask(
																				    token_ids_a=lowerCAmelCase__				,    token_ids_a=lowerCAmelCase__				,    already_has_special_tokens=lowerCAmelCase__				)

													if token_ids_a is None:
																				return [1] + ([0] * len(lowerCAmelCase__				)) + [1]
													return [1] + ([0] * len(lowerCAmelCase__				)) + [1, 1] + ([0] * len(lowerCAmelCase__				)) + [1]







						def 					__lowercase    (  self   :      List[Any]				,    lowerCAmelCase__   :      List[int]				,    lowerCAmelCase__   :      Optional[List[int]] = None				):

													"""simple docstring"""
													SCREAMING_SNAKE_CASE					:      Tuple     					=			[self.sep_token_id]
													SCREAMING_SNAKE_CASE					:      Union[str, 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 + sep + token_ids_a + sep				) * [0]







						@property
						def 					__lowercase    (  self   :      List[str]				):

													"""simple docstring"""
													return len(self.fairseq_ids_to_tokens				)







						def 					__lowercase    (  self   :      Union[str, Any]				):

													"""simple docstring"""
													SCREAMING_SNAKE_CASE					:      Tuple     					=			{self.convert_ids_to_tokens(lowerCAmelCase__				): i for i in range(self.vocab_size				)}
													vocab.update(self.added_tokens_encoder				)
													return vocab







						def 					__lowercase    (  self   :      Any				,    lowerCAmelCase__   :      str				):

													"""simple docstring"""
													return self.sp_model.encode(lowerCAmelCase__				,    out_type=lowerCAmelCase__				)







						def 					__lowercase    (  self   :      int				,    lowerCAmelCase__   :      Dict				):

													"""simple docstring"""
													if token in self.fairseq_tokens_to_ids:
																				return self.fairseq_tokens_to_ids[token]
													else:
																				return self.unk_token_id







						def 					__lowercase    (  self   :      Union[str, Any]				,    lowerCAmelCase__   :      Dict				):

													"""simple docstring"""
													return self.fairseq_ids_to_tokens[index]







						def 					__lowercase    (  self   :      List[str]				,    lowerCAmelCase__   :      Union[str, Any]				):

													"""simple docstring"""
													SCREAMING_SNAKE_CASE					:      Union[str, Any]     					=			''''''.join(lowerCAmelCase__				).replace(lowerCAmelCase__				,    ''' '''				).strip()
													return out_string







						def 					__lowercase    (  self   :      Dict				,    lowerCAmelCase__   :      str				,    lowerCAmelCase__   :      Optional[str] = None				):

													"""simple docstring"""
													if not os.path.isdir(lowerCAmelCase__				):
																				logger.error(F"""Vocabulary path ({save_directory}) should be a directory"""				)
																				return
													SCREAMING_SNAKE_CASE					:      str     					=			os.path.join(
													    lowerCAmelCase__				,    (filename_prefix + '''-''' if filename_prefix else '''''') + VOCAB_FILES_NAMES['''vocab_file''']				)
													SCREAMING_SNAKE_CASE					:      Optional[Any]     					=			os.path.join(
													    lowerCAmelCase__				,    (filename_prefix + '''-''' if filename_prefix else '''''') + VOCAB_FILES_NAMES['''monolingual_vocab_file''']				,    )

													if os.path.abspath(self.vocab_file				) != os.path.abspath(lowerCAmelCase__				) and os.path.isfile(self.vocab_file				):
																				copyfile(self.vocab_file				,    lowerCAmelCase__				)
													elif not os.path.isfile(self.vocab_file				):
																				with open(lowerCAmelCase__				,    '''wb'''				) as fi:
																											SCREAMING_SNAKE_CASE					:      str     					=			self.sp_model.serialized_model_proto()
																											fi.write(lowerCAmelCase__				)

													if os.path.abspath(self.monolingual_vocab_file				) != os.path.abspath(
													    lowerCAmelCase__				) and os.path.isfile(self.monolingual_vocab_file				):
																				copyfile(self.monolingual_vocab_file				,    lowerCAmelCase__				)
													elif not os.path.isfile(self.monolingual_vocab_file				):
																				with open(lowerCAmelCase__				,    '''w'''				,    encoding='''utf-8'''				) as fp:
																											for token in self.fairseq_tokens_to_ids:
																																		if token not in self.all_special_tokens:
																																									fp.write(F"""{str(lowerCAmelCase__				)} \n"""				)

													return out_vocab_file, out_monolingual_vocab_file









'''simple docstring'''



import unittest

from transformers import DebertaVaTokenizer, DebertaVaTokenizerFast
from transformers.testing_utils import get_tests_dir, require_sentencepiece, require_tokenizers, slow

from ...test_tokenization_common import TokenizerTesterMixin


lowerCAmelCase_     :       Dict								=						get_tests_dir('fixtures/spiece.model')
@require_sentencepiece
@require_tokenizers
class 	lowerCamelCase_							(					snake_case_    ,				unittest.TestCase			):
						_lowerCAmelCase     :   Union[str, Any]	     =				DebertaVaTokenizer
						_lowerCAmelCase     :   List[Any]	     =				DebertaVaTokenizerFast
						_lowerCAmelCase     :   Optional[Any]	     =				True
						_lowerCAmelCase     :   int	     =				True







						def 					__lowercase    (  self   :      Optional[Any]				):

													"""simple docstring"""
													super().setUp()

													# We have a SentencePiece fixture for testing
													SCREAMING_SNAKE_CASE					:      Tuple     					=			DebertaVaTokenizer(lowerCAmelCase__				,    unk_token='''<unk>'''				)
													tokenizer.save_pretrained(self.tmpdirname				)







						def 					__lowercase    (  self   :      List[str]				,    lowerCAmelCase__   :      Any				):

													"""simple docstring"""
													SCREAMING_SNAKE_CASE					:      List[str]     					=			'''this is a test'''
													SCREAMING_SNAKE_CASE					:      Tuple     					=			'''this is a test'''
													return input_text, output_text







						def 					__lowercase    (  self   :      int				):

													"""simple docstring"""
													SCREAMING_SNAKE_CASE					:      Optional[Any]     					=			'''<pad>'''
													SCREAMING_SNAKE_CASE					:      Tuple     					=			0

													self.assertEqual(self.get_tokenizer()._convert_token_to_id(lowerCAmelCase__				)				,    lowerCAmelCase__				)
													self.assertEqual(self.get_tokenizer()._convert_id_to_token(lowerCAmelCase__				)				,    lowerCAmelCase__				)







						def 					__lowercase    (  self   :      Optional[int]				):

													"""simple docstring"""
													SCREAMING_SNAKE_CASE					:      Tuple     					=			list(self.get_tokenizer().get_vocab().keys()				)
													self.assertEqual(vocab_keys[0]				,    '''<pad>'''				)
													self.assertEqual(vocab_keys[1]				,    '''<unk>'''				)
													self.assertEqual(vocab_keys[-1]				,    '''[PAD]'''				)
													self.assertEqual(len(lowerCAmelCase__				)				,    3_00_01				)







						def 					__lowercase    (  self   :      str				):

													"""simple docstring"""
													self.assertEqual(self.get_tokenizer().vocab_size				,    3_00_00				)







						def 					__lowercase    (  self   :      List[str]				):

													"""simple docstring"""
													# fmt: off
													SCREAMING_SNAKE_CASE					:      int     					=			''' \tHeLLo!how  \n Are yoU?  '''
													SCREAMING_SNAKE_CASE					:      Optional[Any]     					=			['''▁hello''', '''!''', '''how''', '''▁are''', '''▁you''', '''?''']
													# fmt: on

													SCREAMING_SNAKE_CASE					:      Any     					=			DebertaVaTokenizer(lowerCAmelCase__				,    do_lower_case=lowerCAmelCase__				)
													SCREAMING_SNAKE_CASE					:      Tuple     					=			tokenizer.convert_ids_to_tokens(tokenizer.encode(lowerCAmelCase__				,    add_special_tokens=lowerCAmelCase__				)				)

													self.assertListEqual(lowerCAmelCase__				,    lowerCAmelCase__				)

													SCREAMING_SNAKE_CASE					:      Dict     					=			DebertaVaTokenizerFast(lowerCAmelCase__				,    do_lower_case=lowerCAmelCase__				)
													SCREAMING_SNAKE_CASE					:      Union[str, Any]     					=			rust_tokenizer.convert_ids_to_tokens(rust_tokenizer.encode(lowerCAmelCase__				,    add_special_tokens=lowerCAmelCase__				)				)

													self.assertListEqual(lowerCAmelCase__				,    lowerCAmelCase__				)







						@unittest.skip('''There is an inconsistency between slow and fast tokenizer due to a bug in the fast one.'''				)
						def 					__lowercase    (  self   :      Dict				):

													"""simple docstring"""
													pass







						@unittest.skip('''There is an inconsistency between slow and fast tokenizer due to a bug in the fast one.'''				)
						def 					__lowercase    (  self   :      str				):

													"""simple docstring"""
													pass







						def 					__lowercase    (  self   :      int				):

													"""simple docstring"""
													# fmt: off
													SCREAMING_SNAKE_CASE					:      List[Any]     					=			'''I was born in 92000, and this is falsé.'''
													SCREAMING_SNAKE_CASE					:      Any     					=			['''▁''', '''<unk>''', '''▁was''', '''▁born''', '''▁in''', '''▁9''', '''2000''', '''▁''', ''',''', '''▁and''', '''▁this''', '''▁is''', '''▁fal''', '''s''', '''<unk>''', '''▁''', '''.''', ]
													# fmt: on

													SCREAMING_SNAKE_CASE					:      Dict     					=			DebertaVaTokenizer(lowerCAmelCase__				,    split_by_punct=lowerCAmelCase__				)
													SCREAMING_SNAKE_CASE					:      Optional[int]     					=			tokenizer.convert_ids_to_tokens(tokenizer.encode(lowerCAmelCase__				,    add_special_tokens=lowerCAmelCase__				)				)

													self.assertListEqual(lowerCAmelCase__				,    lowerCAmelCase__				)

													SCREAMING_SNAKE_CASE					:      Optional[int]     					=			DebertaVaTokenizerFast(lowerCAmelCase__				,    split_by_punct=lowerCAmelCase__				)
													SCREAMING_SNAKE_CASE					:      str     					=			rust_tokenizer.convert_ids_to_tokens(rust_tokenizer.encode(lowerCAmelCase__				,    add_special_tokens=lowerCAmelCase__				)				)

													self.assertListEqual(lowerCAmelCase__				,    lowerCAmelCase__				)







						def 					__lowercase    (  self   :      Optional[Any]				):

													"""simple docstring"""
													# fmt: off
													SCREAMING_SNAKE_CASE					:      Optional[int]     					=			'''I was born in 92000, and this is falsé.'''
													SCREAMING_SNAKE_CASE					:      List[str]     					=			['''▁i''', '''▁was''', '''▁born''', '''▁in''', '''▁9''', '''2000''', '''▁''', ''',''', '''▁and''', '''▁this''', '''▁is''', '''▁fal''', '''s''', '''<unk>''', '''▁''', '''.''', ]
													# fmt: on

													SCREAMING_SNAKE_CASE					:      Union[str, Any]     					=			DebertaVaTokenizer(lowerCAmelCase__				,    do_lower_case=lowerCAmelCase__				,    split_by_punct=lowerCAmelCase__				)
													SCREAMING_SNAKE_CASE					:      Optional[Any]     					=			tokenizer.convert_ids_to_tokens(tokenizer.encode(lowerCAmelCase__				,    add_special_tokens=lowerCAmelCase__				)				)
													self.assertListEqual(lowerCAmelCase__				,    lowerCAmelCase__				)

													SCREAMING_SNAKE_CASE					:      int     					=			DebertaVaTokenizerFast(lowerCAmelCase__				,    do_lower_case=lowerCAmelCase__				,    split_by_punct=lowerCAmelCase__				)
													SCREAMING_SNAKE_CASE					:      Any     					=			rust_tokenizer.convert_ids_to_tokens(rust_tokenizer.encode(lowerCAmelCase__				,    add_special_tokens=lowerCAmelCase__				)				)
													self.assertListEqual(lowerCAmelCase__				,    lowerCAmelCase__				)







						def 					__lowercase    (  self   :      Any				):

													"""simple docstring"""
													# fmt: off
													SCREAMING_SNAKE_CASE					:      List[Any]     					=			'''I was born in 92000, and this is falsé.'''
													SCREAMING_SNAKE_CASE					:      Dict     					=			['''▁i''', '''▁was''', '''▁born''', '''▁in''', '''▁9''', '''2000''', ''',''', '''▁and''', '''▁this''', '''▁is''', '''▁fal''', '''s''', '''<unk>''', '''.''', ]
													# fmt: on

													SCREAMING_SNAKE_CASE					:      Tuple     					=			DebertaVaTokenizer(lowerCAmelCase__				,    do_lower_case=lowerCAmelCase__				,    split_by_punct=lowerCAmelCase__				)
													SCREAMING_SNAKE_CASE					:      Any     					=			tokenizer.convert_ids_to_tokens(tokenizer.encode(lowerCAmelCase__				,    add_special_tokens=lowerCAmelCase__				)				)

													self.assertListEqual(lowerCAmelCase__				,    lowerCAmelCase__				)

													SCREAMING_SNAKE_CASE					:      Any     					=			DebertaVaTokenizerFast(lowerCAmelCase__				,    do_lower_case=lowerCAmelCase__				,    split_by_punct=lowerCAmelCase__				)
													SCREAMING_SNAKE_CASE					:      Optional[Any]     					=			rust_tokenizer.convert_ids_to_tokens(rust_tokenizer.encode(lowerCAmelCase__				,    add_special_tokens=lowerCAmelCase__				)				)

													self.assertListEqual(lowerCAmelCase__				,    lowerCAmelCase__				)







						def 					__lowercase    (  self   :      Dict				):

													"""simple docstring"""
													# fmt: off
													SCREAMING_SNAKE_CASE					:      str     					=			'''I was born in 92000, and this is falsé.'''
													SCREAMING_SNAKE_CASE					:      Union[str, Any]     					=			['''▁''', '''<unk>''', '''▁was''', '''▁born''', '''▁in''', '''▁9''', '''2000''', '''▁''', ''',''', '''▁and''', '''▁this''', '''▁is''', '''▁fal''', '''s''', '''<unk>''', '''▁''', '''.''', ]
													# fmt: on

													SCREAMING_SNAKE_CASE					:      List[Any]     					=			DebertaVaTokenizer(lowerCAmelCase__				,    do_lower_case=lowerCAmelCase__				,    split_by_punct=lowerCAmelCase__				)
													SCREAMING_SNAKE_CASE					:      str     					=			tokenizer.convert_ids_to_tokens(tokenizer.encode(lowerCAmelCase__				,    add_special_tokens=lowerCAmelCase__				)				)

													self.assertListEqual(lowerCAmelCase__				,    lowerCAmelCase__				)

													SCREAMING_SNAKE_CASE					:      Union[str, Any]     					=			DebertaVaTokenizerFast(lowerCAmelCase__				,    do_lower_case=lowerCAmelCase__				,    split_by_punct=lowerCAmelCase__				)
													SCREAMING_SNAKE_CASE					:      List[str]     					=			rust_tokenizer.convert_ids_to_tokens(rust_tokenizer.encode(lowerCAmelCase__				,    add_special_tokens=lowerCAmelCase__				)				)

													self.assertListEqual(lowerCAmelCase__				,    lowerCAmelCase__				)







						def 					__lowercase    (  self   :      Union[str, Any]				):

													"""simple docstring"""
													# fmt: off
													SCREAMING_SNAKE_CASE					:      Optional[int]     					=			''' \tHeLLo!how  \n Are yoU?  '''
													SCREAMING_SNAKE_CASE					:      Optional[Any]     					=			['''▁''', '''<unk>''', '''e''', '''<unk>''', '''o''', '''!''', '''how''', '''▁''', '''<unk>''', '''re''', '''▁yo''', '''<unk>''', '''?''']
													# fmt: on

													SCREAMING_SNAKE_CASE					:      List[str]     					=			DebertaVaTokenizer(lowerCAmelCase__				,    do_lower_case=lowerCAmelCase__				,    split_by_punct=lowerCAmelCase__				)
													SCREAMING_SNAKE_CASE					:      Optional[int]     					=			tokenizer.convert_ids_to_tokens(tokenizer.encode(lowerCAmelCase__				,    add_special_tokens=lowerCAmelCase__				)				)

													self.assertListEqual(lowerCAmelCase__				,    lowerCAmelCase__				)

													SCREAMING_SNAKE_CASE					:      Any     					=			DebertaVaTokenizerFast(lowerCAmelCase__				,    do_lower_case=lowerCAmelCase__				,    split_by_punct=lowerCAmelCase__				)
													SCREAMING_SNAKE_CASE					:      List[Any]     					=			rust_tokenizer.convert_ids_to_tokens(rust_tokenizer.encode(lowerCAmelCase__				,    add_special_tokens=lowerCAmelCase__				)				)

													self.assertListEqual(lowerCAmelCase__				,    lowerCAmelCase__				)







						def 					__lowercase    (  self   :      List[str]				):

													"""simple docstring"""
													SCREAMING_SNAKE_CASE					:      List[str]     					=			self.get_tokenizer()
													SCREAMING_SNAKE_CASE					:      Optional[int]     					=			self.get_rust_tokenizer()

													SCREAMING_SNAKE_CASE					:      Optional[int]     					=			'''I was born in 92000, and this is falsé.'''

													SCREAMING_SNAKE_CASE					:      Tuple     					=			tokenizer.convert_ids_to_tokens(tokenizer.encode(lowerCAmelCase__				,    add_special_tokens=lowerCAmelCase__				)				)
													SCREAMING_SNAKE_CASE					:      List[str]     					=			rust_tokenizer.convert_ids_to_tokens(rust_tokenizer.encode(lowerCAmelCase__				,    add_special_tokens=lowerCAmelCase__				)				)
													self.assertListEqual(lowerCAmelCase__				,    lowerCAmelCase__				)

													SCREAMING_SNAKE_CASE					:      List[Any]     					=			tokenizer.encode(lowerCAmelCase__				,    add_special_tokens=lowerCAmelCase__				)
													SCREAMING_SNAKE_CASE					:      str     					=			rust_tokenizer.encode(lowerCAmelCase__				,    add_special_tokens=lowerCAmelCase__				)
													self.assertListEqual(lowerCAmelCase__				,    lowerCAmelCase__				)

													SCREAMING_SNAKE_CASE					:      Tuple     					=			self.get_rust_tokenizer()
													SCREAMING_SNAKE_CASE					:      List[Any]     					=			tokenizer.encode(lowerCAmelCase__				)
													SCREAMING_SNAKE_CASE					:      Any     					=			rust_tokenizer.encode(lowerCAmelCase__				)
													self.assertListEqual(lowerCAmelCase__				,    lowerCAmelCase__				)







						def 					__lowercase    (  self   :      List[str]				):

													"""simple docstring"""
													SCREAMING_SNAKE_CASE					:      Tuple     					=			'''This is a test'''
													SCREAMING_SNAKE_CASE					:      List[str]     					=			[13, 1, 43_98, 25, 21, 12_89]
													SCREAMING_SNAKE_CASE					:      Tuple     					=			['''▁''', '''T''', '''his''', '''▁is''', '''▁a''', '''▁test''']
													SCREAMING_SNAKE_CASE					:      Any     					=			['''▁''', '''<unk>''', '''his''', '''▁is''', '''▁a''', '''▁test''']

													SCREAMING_SNAKE_CASE					:      List[str]     					=			DebertaVaTokenizer(lowerCAmelCase__				,    keep_accents=lowerCAmelCase__				)
													SCREAMING_SNAKE_CASE					:      str     					=			DebertaVaTokenizerFast(lowerCAmelCase__				,    keep_accents=lowerCAmelCase__				)

													SCREAMING_SNAKE_CASE					:      List[Any]     					=			tokenizer.encode(lowerCAmelCase__				,    add_special_tokens=lowerCAmelCase__				)
													self.assertListEqual(lowerCAmelCase__				,    lowerCAmelCase__				)
													SCREAMING_SNAKE_CASE					:      List[Any]     					=			tokenizer.tokenize(lowerCAmelCase__				)
													self.assertListEqual(lowerCAmelCase__				,    lowerCAmelCase__				)
													SCREAMING_SNAKE_CASE					:      Any     					=			tokenizer.convert_ids_to_tokens(lowerCAmelCase__				)
													self.assertListEqual(lowerCAmelCase__				,    lowerCAmelCase__				)

													SCREAMING_SNAKE_CASE					:      List[str]     					=			rust_tokenizer.encode(lowerCAmelCase__				,    add_special_tokens=lowerCAmelCase__				)
													self.assertListEqual(lowerCAmelCase__				,    lowerCAmelCase__				)
													SCREAMING_SNAKE_CASE					:      str     					=			rust_tokenizer.tokenize(lowerCAmelCase__				)
													self.assertListEqual(lowerCAmelCase__				,    lowerCAmelCase__				)
													SCREAMING_SNAKE_CASE					:      Any     					=			rust_tokenizer.convert_ids_to_tokens(lowerCAmelCase__				)
													self.assertListEqual(lowerCAmelCase__				,    lowerCAmelCase__				)

													# fmt: off
													SCREAMING_SNAKE_CASE					:      Optional[Any]     					=			'''I was born in 92000, and this is falsé.'''
													SCREAMING_SNAKE_CASE					:      int     					=			[13, 1, 23, 3_86, 19, 5_61, 30_50, 15, 17, 48, 25, 82_56, 18, 1, 9]
													SCREAMING_SNAKE_CASE					:      Dict     					=			['''▁''', '''I''', '''▁was''', '''▁born''', '''▁in''', '''▁9''', '''2000''', ''',''', '''▁and''', '''▁this''', '''▁is''', '''▁fal''', '''s''', '''é''', '''.''', ]
													SCREAMING_SNAKE_CASE					:      List[Any]     					=			['''▁''', '''<unk>''', '''▁was''', '''▁born''', '''▁in''', '''▁9''', '''2000''', ''',''', '''▁and''', '''▁this''', '''▁is''', '''▁fal''', '''s''', '''<unk>''', '''.''', ]
													# fmt: on

													SCREAMING_SNAKE_CASE					:      List[Any]     					=			tokenizer.encode(lowerCAmelCase__				,    add_special_tokens=lowerCAmelCase__				)
													self.assertListEqual(lowerCAmelCase__				,    lowerCAmelCase__				)
													SCREAMING_SNAKE_CASE					:      Tuple     					=			tokenizer.tokenize(lowerCAmelCase__				)
													self.assertListEqual(lowerCAmelCase__				,    lowerCAmelCase__				)
													SCREAMING_SNAKE_CASE					:      Union[str, Any]     					=			tokenizer.convert_ids_to_tokens(lowerCAmelCase__				)
													self.assertListEqual(lowerCAmelCase__				,    lowerCAmelCase__				)

													SCREAMING_SNAKE_CASE					:      int     					=			rust_tokenizer.encode(lowerCAmelCase__				,    add_special_tokens=lowerCAmelCase__				)
													self.assertListEqual(lowerCAmelCase__				,    lowerCAmelCase__				)
													SCREAMING_SNAKE_CASE					:      Tuple     					=			rust_tokenizer.tokenize(lowerCAmelCase__				)
													self.assertListEqual(lowerCAmelCase__				,    lowerCAmelCase__				)
													SCREAMING_SNAKE_CASE					:      Union[str, Any]     					=			rust_tokenizer.convert_ids_to_tokens(lowerCAmelCase__				)
													self.assertListEqual(lowerCAmelCase__				,    lowerCAmelCase__				)







						def 					__lowercase    (  self   :      Any				):

													"""simple docstring"""
													SCREAMING_SNAKE_CASE					:      str     					=			DebertaVaTokenizer(lowerCAmelCase__				)

													SCREAMING_SNAKE_CASE					:      List[str]     					=			tokenizer.encode('''sequence builders'''				)
													SCREAMING_SNAKE_CASE					:      Optional[int]     					=			tokenizer.encode('''multi-sequence build'''				)

													SCREAMING_SNAKE_CASE					:      List[Any]     					=			tokenizer.build_inputs_with_special_tokens(lowerCAmelCase__				)
													SCREAMING_SNAKE_CASE					:      Tuple     					=			tokenizer.build_inputs_with_special_tokens(lowerCAmelCase__				,    lowerCAmelCase__				)

													self.assertEqual([tokenizer.cls_token_id] + text + [tokenizer.sep_token_id]				,    lowerCAmelCase__				)
													self.assertEqual(
													    [tokenizer.cls_token_id] + text + [tokenizer.sep_token_id] + text_a + [tokenizer.sep_token_id]				,    lowerCAmelCase__				,    )







						@slow
						def 					__lowercase    (  self   :      Optional[Any]				):

													"""simple docstring"""
													# fmt: off
													SCREAMING_SNAKE_CASE					:      str     					=			{'''input_ids''': [[1, 3_98_67, 36, 1_93_90, 4_86, 27, 3_50_52, 8_14_36, 18, 6_06_85, 12_25, 7, 3_50_52, 8_14_36, 18, 93_67, 1_68_99, 18, 1_59_37, 53, 5_94, 7_73, 18, 1_62_87, 3_04_65, 36, 1_59_37, 6, 4_11_39, 38, 3_69_79, 6_07_63, 1_91, 6, 3_41_32, 99, 6, 5_05_38, 3_90, 4_32_30, 6, 3_41_32, 27_79, 2_08_50, 14, 6_99, 10_72, 11_94, 36, 3_82, 1_09_01, 53, 7, 6_99, 10_72, 20_84, 36, 2_04_22, 6_30, 53, 19, 1_05, 30_49, 18_96, 10_53, 1_68_99, 15_06, 11, 3_79_78, 42_43, 7, 12_37, 3_18_69, 2_00, 1_65_66, 6_54, 6, 3_50_52, 8_14_36, 7, 5_56_30, 1_35_93, 4, 2], [1, 26, 1_50_11, 13, 6_67, 8, 10_53, 18, 2_36_11, 12_37, 7_23_56, 1_28_20, 34, 10_41_34, 12_09, 35, 1_33_13, 66_27, 21, 2_02, 3_47, 7, 1_64, 23_99, 11, 46, 44_85, 4, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [1, 5, 12_32, 28_64, 1_57_85, 1_49_51, 1_05, 5, 85_81, 12_50, 4, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]], '''token_type_ids''': [[0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]], '''attention_mask''': [[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]]}  # noqa: E501
													# fmt: on

													self.tokenizer_integration_test_util(
													    expected_encoding=lowerCAmelCase__				,    model_name='''microsoft/deberta-v2-xlarge'''				,    revision='''ad6e42c1532ddf3a15c39246b63f5559d558b670'''				,    )




