



'''simple docstring'''



import json
import os
from functools import lru_cache
from typing import TYPE_CHECKING, List, Optional, Tuple

import regex as re

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


if TYPE_CHECKING:
							from transformers.pipelines.conversational import Conversation

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


lowerCAmelCase_     :       Tuple								=						{
    'vocab_file': 'vocab.json',
    'merges_file': 'merges.txt',
    'tokenizer_config_file': 'tokenizer_config.json',
}

lowerCAmelCase_     :       Union[str, Any]								=						{
    'vocab_file': {'facebook/blenderbot-3B': 'https://huggingface.co/facebook/blenderbot-3B/resolve/main/vocab.json'},
    'merges_file': {'facebook/blenderbot-3B': 'https://huggingface.co/facebook/blenderbot-3B/resolve/main/merges.txt'},
    'tokenizer_config_file': {
        'facebook/blenderbot-3B': 'https://huggingface.co/facebook/blenderbot-3B/resolve/main/tokenizer_config.json'
    },
}

lowerCAmelCase_     :       Optional[Any]								=						{'facebook/blenderbot-3B': 128}
@lru_cache()
# Copied from transformers.models.roberta.tokenization_roberta.bytes_to_unicode
def 					UpperCAmelCase   (						):
							SCREAMING_SNAKE_CASE					:      List[Any]     					=			(
							    list(range(ord('''!'''				)					,		ord('''~'''				) + 1				)				) + list(range(ord('''¡'''				)					,		ord('''¬'''				) + 1				)				) + list(range(ord('''®'''				)					,		ord('''ÿ'''				) + 1				)				)
							)
							SCREAMING_SNAKE_CASE					:      Optional[int]     					=			bs[:]
							SCREAMING_SNAKE_CASE					:      Any     					=			0
							for b in range(2**8				):
														if b not in bs:
																					bs.append(A				)
																					cs.append(2**8 + n				)
																					n += 1
							SCREAMING_SNAKE_CASE					:      List[str]     					=			[chr(A				) for n in cs]
							return dict(zip(A					,		A				)				)
def 					UpperCAmelCase   (						A  :				str				):
							SCREAMING_SNAKE_CASE					:      str     					=			set()
							SCREAMING_SNAKE_CASE					:      Union[str, Any]     					=			word[0]
							for char in word[1:]:
														pairs.add((prev_char, char)				)
														SCREAMING_SNAKE_CASE					:      Optional[int]     					=			char
							return pairs






class 	lowerCamelCase_							(					snake_case_			):
						_lowerCAmelCase     :   List[str]	     =				VOCAB_FILES_NAMES
						_lowerCAmelCase     :   List[Any]	     =				PRETRAINED_VOCAB_FILES_MAP
						_lowerCAmelCase     :   Dict	     =				PRETRAINED_POSITIONAL_EMBEDDINGS_SIZES
						_lowerCAmelCase     :   int	     =				['input_ids', 'attention_mask']







						def __init__(  self   :      Dict				,    lowerCAmelCase__   :      Union[str, Any]				,    lowerCAmelCase__   :      List[str]				,    lowerCAmelCase__   :      Optional[int]="replace"				,    lowerCAmelCase__   :      Tuple="<s>"				,    lowerCAmelCase__   :      int="</s>"				,    lowerCAmelCase__   :      List[str]="</s>"				,    lowerCAmelCase__   :      str="<s>"				,    lowerCAmelCase__   :      Tuple="<unk>"				,    lowerCAmelCase__   :      int="<pad>"				,    lowerCAmelCase__   :      Union[str, Any]="<mask>"				,    lowerCAmelCase__   :      List[str]=False				,    **lowerCAmelCase__   :      List[str]				,    ):

													"""simple docstring"""
													SCREAMING_SNAKE_CASE					:      Dict     					=			AddedToken(lowerCAmelCase__				,    lstrip=lowerCAmelCase__				,    rstrip=lowerCAmelCase__				) if isinstance(lowerCAmelCase__				,    lowerCAmelCase__				) else bos_token
													SCREAMING_SNAKE_CASE					:      Union[str, Any]     					=			AddedToken(lowerCAmelCase__				,    lstrip=lowerCAmelCase__				,    rstrip=lowerCAmelCase__				) if isinstance(lowerCAmelCase__				,    lowerCAmelCase__				) else eos_token
													SCREAMING_SNAKE_CASE					:      Optional[Any]     					=			AddedToken(lowerCAmelCase__				,    lstrip=lowerCAmelCase__				,    rstrip=lowerCAmelCase__				) if isinstance(lowerCAmelCase__				,    lowerCAmelCase__				) else sep_token
													SCREAMING_SNAKE_CASE					:      Optional[int]     					=			AddedToken(lowerCAmelCase__				,    lstrip=lowerCAmelCase__				,    rstrip=lowerCAmelCase__				) if isinstance(lowerCAmelCase__				,    lowerCAmelCase__				) else cls_token
													SCREAMING_SNAKE_CASE					:      List[str]     					=			AddedToken(lowerCAmelCase__				,    lstrip=lowerCAmelCase__				,    rstrip=lowerCAmelCase__				) if isinstance(lowerCAmelCase__				,    lowerCAmelCase__				) else unk_token
													SCREAMING_SNAKE_CASE					:      int     					=			AddedToken(lowerCAmelCase__				,    lstrip=lowerCAmelCase__				,    rstrip=lowerCAmelCase__				) if isinstance(lowerCAmelCase__				,    lowerCAmelCase__				) else pad_token

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

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

													with open(lowerCAmelCase__				,    encoding='''utf-8'''				) as vocab_handle:
																				SCREAMING_SNAKE_CASE					:      Tuple     					=			json.load(lowerCAmelCase__				)
													SCREAMING_SNAKE_CASE					:      Union[str, Any]     					=			{v: k for k, v in self.encoder.items()}
													SCREAMING_SNAKE_CASE					:      int     					=			errors  # how to handle errors in decoding
													SCREAMING_SNAKE_CASE					:      List[str]     					=			bytes_to_unicode()
													SCREAMING_SNAKE_CASE					:      Optional[Any]     					=			{v: k for k, v in self.byte_encoder.items()}
													with open(lowerCAmelCase__				,    encoding='''utf-8'''				) as merges_handle:
																				SCREAMING_SNAKE_CASE					:      Union[str, Any]     					=			merges_handle.read().split('''\n'''				)[1:-1]
													SCREAMING_SNAKE_CASE					:      Optional[int]     					=			[tuple(merge.split()				) for merge in bpe_merges]
													SCREAMING_SNAKE_CASE					:      Dict     					=			dict(zip(lowerCAmelCase__				,    range(len(lowerCAmelCase__				)				)				)				)
													SCREAMING_SNAKE_CASE					:      Union[str, Any]     					=			{}
													SCREAMING_SNAKE_CASE					:      List[Any]     					=			add_prefix_space

													# Should have added re.IGNORECASE so BPE merges can happen for capitalized versions of contractions
													SCREAMING_SNAKE_CASE					:      Any     					=			re.compile(R'''\'s|\'t|\'re|\'ve|\'m|\'ll|\'d| ?\p{L}+| ?\p{N}+| ?[^\s\p{L}\p{N}]+|\s+(?!\S)|\s+'''				)







						@property
						# Copied from transformers.models.roberta.tokenization_roberta.RobertaTokenizer.vocab_size with Roberta->Blenderbot, RoBERTa->Blenderbot
						def 					__lowercase    (  self   :      Optional[Any]				):

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







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

													"""simple docstring"""
													return dict(self.encoder				,    **self.added_tokens_encoder				)







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

													"""simple docstring"""
													if token in self.cache:
																				return self.cache[token]
													SCREAMING_SNAKE_CASE					:      List[Any]     					=			tuple(lowerCAmelCase__				)
													SCREAMING_SNAKE_CASE					:      List[Any]     					=			get_pairs(lowerCAmelCase__				)

													if not pairs:
																				return token

													while True:
																				SCREAMING_SNAKE_CASE					:      str     					=			min(lowerCAmelCase__				,    key=lambda lowerCAmelCase__				: self.bpe_ranks.get(lowerCAmelCase__				,    float('''inf'''				)				)				)
																				if bigram not in self.bpe_ranks:
																											break
																				SCREAMING_SNAKE_CASE					,SCREAMING_SNAKE_CASE					:      Optional[Any]     					=			bigram
																				SCREAMING_SNAKE_CASE					:      Tuple     					=			[]
																				SCREAMING_SNAKE_CASE					:      Union[str, Any]     					=			0
																				while i < len(lowerCAmelCase__				):
																											try:
																																		SCREAMING_SNAKE_CASE					:      Dict     					=			word.index(lowerCAmelCase__				,    lowerCAmelCase__				)
																											except ValueError:
																																		new_word.extend(word[i:]				)
																																		break
																											else:
																																		new_word.extend(word[i:j]				)
																																		SCREAMING_SNAKE_CASE					:      str     					=			j

																											if word[i] == first and i < len(lowerCAmelCase__				) - 1 and word[i + 1] == second:
																																		new_word.append(first + second				)
																																		i += 2
																											else:
																																		new_word.append(word[i]				)
																																		i += 1
																				SCREAMING_SNAKE_CASE					:      List[str]     					=			tuple(lowerCAmelCase__				)
																				SCREAMING_SNAKE_CASE					:      Any     					=			new_word
																				if len(lowerCAmelCase__				) == 1:
																											break
																				else:
																											SCREAMING_SNAKE_CASE					:      List[Any]     					=			get_pairs(lowerCAmelCase__				)
													SCREAMING_SNAKE_CASE					:      List[Any]     					=			''' '''.join(lowerCAmelCase__				)
													SCREAMING_SNAKE_CASE					:      Any     					=			word
													return word







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

													"""simple docstring"""
													SCREAMING_SNAKE_CASE					:      Optional[int]     					=			[]
													for token in re.findall(self.pat				,    lowerCAmelCase__				):
																				SCREAMING_SNAKE_CASE					:      Any     					=			''''''.join(
																				    self.byte_encoder[b] for b in token.encode('''utf-8'''				)				)  # Maps all our bytes to unicode strings, avoiding control tokens of the BPE (spaces in our case)
																				bpe_tokens.extend(bpe_token for bpe_token in self.bpe(lowerCAmelCase__				).split(''' '''				)				)
													return bpe_tokens







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

													"""simple docstring"""
													return self.encoder.get(lowerCAmelCase__				,    self.encoder.get(self.unk_token				)				)







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

													"""simple docstring"""
													return self.decoder.get(lowerCAmelCase__				)







						def 					__lowercase    (  self   :      Optional[int]				,    lowerCAmelCase__   :      Optional[Any]				):

													"""simple docstring"""
													SCREAMING_SNAKE_CASE					:      int     					=			''''''.join(lowerCAmelCase__				)
													SCREAMING_SNAKE_CASE					:      Dict     					=			bytearray([self.byte_decoder[c] for c in text]				).decode('''utf-8'''				,    errors=self.errors				)
													return text







						def 					__lowercase    (  self   :      List[str]				,    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					:      List[str]     					=			os.path.join(
													    lowerCAmelCase__				,    (filename_prefix + '''-''' if filename_prefix else '''''') + VOCAB_FILES_NAMES['''merges_file''']				)

													with open(lowerCAmelCase__				,    '''w'''				,    encoding='''utf-8'''				) as f:
																				f.write(json.dumps(self.encoder				,    indent=2				,    sort_keys=lowerCAmelCase__				,    ensure_ascii=lowerCAmelCase__				) + '''\n'''				)

													SCREAMING_SNAKE_CASE					:      Union[str, Any]     					=			0
													with open(lowerCAmelCase__				,    '''w'''				,    encoding='''utf-8'''				) as writer:
																				writer.write('''#version: 0.2\n'''				)
																				for bpe_tokens, token_index in sorted(self.bpe_ranks.items()				,    key=lambda lowerCAmelCase__				: kv[1]				):
																											if index != token_index:
																																		logger.warning(
																																		    F"""Saving vocabulary to {merge_file}: BPE merge indices are not consecutive."""
																																		    ''' Please check that the tokenizer is not corrupted!'''				)
																																		SCREAMING_SNAKE_CASE					:      List[Any]     					=			token_index
																											writer.write(''' '''.join(lowerCAmelCase__				) + '''\n'''				)
																											index += 1

													return vocab_file, merge_file







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

													"""simple docstring"""
													SCREAMING_SNAKE_CASE					:      List[Any]     					=			[self.sep_token_id]
													SCREAMING_SNAKE_CASE					:      Optional[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 					__lowercase    (  self   :      Any				,    lowerCAmelCase__   :      List[Any]				,    lowerCAmelCase__   :      Optional[int]=False				,    **lowerCAmelCase__   :      Tuple				):

													"""simple docstring"""
													SCREAMING_SNAKE_CASE					:      Any     					=			kwargs.pop('''add_prefix_space'''				,    self.add_prefix_space				)
													if (is_split_into_words or add_prefix_space) and (len(lowerCAmelCase__				) > 0 and not text[0].isspace()):
																				SCREAMING_SNAKE_CASE					:      int     					=			''' ''' + text
													return (text, kwargs)







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

													"""simple docstring"""
													return token_ids_a + [self.eos_token_id]







						def 					__lowercase    (  self   :      Optional[Any]				,    lowerCAmelCase__   :      "Conversation"				):

													"""simple docstring"""
													SCREAMING_SNAKE_CASE					:      str     					=			[]
													for is_user, text in conversation.iter_texts():
																				if is_user:
																											# We need to space prefix as it's being done within blenderbot
																											inputs.append(''' ''' + text				)
																				else:
																											# Generated responses should contain them already.
																											inputs.append(lowerCAmelCase__				)

													SCREAMING_SNAKE_CASE					:      List[Any]     					=			'''  '''.join(lowerCAmelCase__				)
													SCREAMING_SNAKE_CASE					:      Any     					=			self.encode(lowerCAmelCase__				)
													if len(lowerCAmelCase__				) > self.model_max_length:
																				SCREAMING_SNAKE_CASE					:      Any     					=			input_ids[-self.model_max_length :]
																				logger.warning(F"""Trimmed input from conversation as it was longer than {self.model_max_length} tokens."""				)
													return input_ids









'''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'''				,    )




