



'''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


_UpperCamelCase											=		get_tests_dir('fixtures/spiece.model')






@require_sentencepiece
@require_tokenizers
class    lowerCamelCase_       (							SCREAMING_SNAKE_CASE_  ,  unittest.TestCase	):
  """simple docstring"""




  a_				   =DebertaVaTokenizer
  a_				   =DebertaVaTokenizerFast
  a_				   =True
  a_				   =True




  def 		_lowercase	(					self :      Tuple  )   ->   Optional[int]:
    super().setUp()

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




  def 		_lowercase	(					self :      Optional[int]     ,      _a :      Any  )   ->   Union[str, Any]:
    __lowerCamelCase			:			str       			=					'this is a test'
    __lowerCamelCase			:			Optional[int]       			=					'this is a test'
    return input_text, output_text




  def 		_lowercase	(					self :      int  )   ->   Union[str, Any]:
    __lowerCamelCase			:			List[Any]       			=					'<pad>'
    __lowerCamelCase			:			Optional[Any]       			=					0

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




  def 		_lowercase	(					self :      Optional[Any]  )   ->   Dict:
    __lowerCamelCase			:			str       			=					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(_a  )     ,      3_0001  )




  def 		_lowercase	(					self :      int  )   ->   Any:
    self.assertEqual(self.get_tokenizer().vocab_size     ,      3_0000  )




  def 		_lowercase	(					self :      Tuple  )   ->   Dict:
    # fmt: off
    __lowerCamelCase			:			List[Any]       			=					' \tHeLLo!how  \n Are yoU?  '
    __lowerCamelCase			:			List[str]       			=					['▁hello', '!', 'how', '▁are', '▁you', '?']
    # fmt: on

    __lowerCamelCase			:			Optional[Any]       			=					DebertaVaTokenizer(_a     ,      do_lower_case=_a  )
    __lowerCamelCase			:			str       			=					tokenizer.convert_ids_to_tokens(tokenizer.encode(_a     ,      add_special_tokens=_a  )  )

    self.assertListEqual(_a     ,      _a  )

    __lowerCamelCase			:			str       			=					DebertaVaTokenizerFast(_a     ,      do_lower_case=_a  )
    __lowerCamelCase			:			str       			=					rust_tokenizer.convert_ids_to_tokens(rust_tokenizer.encode(_a     ,      add_special_tokens=_a  )  )

    self.assertListEqual(_a     ,      _a  )




  @unittest.skip('There is an inconsistency between slow and fast tokenizer due to a bug in the fast one.'  )
  def 		_lowercase	(					self :      Optional[Any]  )   ->   Any:
    pass




  @unittest.skip('There is an inconsistency between slow and fast tokenizer due to a bug in the fast one.'  )
  def 		_lowercase	(					self :      str  )   ->   Union[str, Any]:
    pass




  def 		_lowercase	(					self :      int  )   ->   List[str]:
    # fmt: off
    __lowerCamelCase			:			Tuple       			=					'I was born in 92000, and this is falsé.'
    __lowerCamelCase			:			str       			=					['▁', '<unk>', '▁was', '▁born', '▁in', '▁9', '2000', '▁', ',', '▁and', '▁this', '▁is', '▁fal', 's', '<unk>', '▁', '.', ]
    # fmt: on

    __lowerCamelCase			:			Union[str, Any]       			=					DebertaVaTokenizer(_a     ,      split_by_punct=_a  )
    __lowerCamelCase			:			int       			=					tokenizer.convert_ids_to_tokens(tokenizer.encode(_a     ,      add_special_tokens=_a  )  )

    self.assertListEqual(_a     ,      _a  )

    __lowerCamelCase			:			int       			=					DebertaVaTokenizerFast(_a     ,      split_by_punct=_a  )
    __lowerCamelCase			:			Dict       			=					rust_tokenizer.convert_ids_to_tokens(rust_tokenizer.encode(_a     ,      add_special_tokens=_a  )  )

    self.assertListEqual(_a     ,      _a  )




  def 		_lowercase	(					self :      Union[str, Any]  )   ->   List[str]:
    # fmt: off
    __lowerCamelCase			:			Dict       			=					'I was born in 92000, and this is falsé.'
    __lowerCamelCase			:			List[str]       			=					['▁i', '▁was', '▁born', '▁in', '▁9', '2000', '▁', ',', '▁and', '▁this', '▁is', '▁fal', 's', '<unk>', '▁', '.', ]
    # fmt: on

    __lowerCamelCase			:			Dict       			=					DebertaVaTokenizer(_a     ,      do_lower_case=_a     ,      split_by_punct=_a  )
    __lowerCamelCase			:			List[Any]       			=					tokenizer.convert_ids_to_tokens(tokenizer.encode(_a     ,      add_special_tokens=_a  )  )
    self.assertListEqual(_a     ,      _a  )

    __lowerCamelCase			:			Optional[int]       			=					DebertaVaTokenizerFast(_a     ,      do_lower_case=_a     ,      split_by_punct=_a  )
    __lowerCamelCase			:			List[Any]       			=					rust_tokenizer.convert_ids_to_tokens(rust_tokenizer.encode(_a     ,      add_special_tokens=_a  )  )
    self.assertListEqual(_a     ,      _a  )




  def 		_lowercase	(					self :      Optional[Any]  )   ->   str:
    # fmt: off
    __lowerCamelCase			:			Any       			=					'I was born in 92000, and this is falsé.'
    __lowerCamelCase			:			List[str]       			=					['▁i', '▁was', '▁born', '▁in', '▁9', '2000', ',', '▁and', '▁this', '▁is', '▁fal', 's', '<unk>', '.', ]
    # fmt: on

    __lowerCamelCase			:			Optional[Any]       			=					DebertaVaTokenizer(_a     ,      do_lower_case=_a     ,      split_by_punct=_a  )
    __lowerCamelCase			:			int       			=					tokenizer.convert_ids_to_tokens(tokenizer.encode(_a     ,      add_special_tokens=_a  )  )

    self.assertListEqual(_a     ,      _a  )

    __lowerCamelCase			:			Union[str, Any]       			=					DebertaVaTokenizerFast(_a     ,      do_lower_case=_a     ,      split_by_punct=_a  )
    __lowerCamelCase			:			Dict       			=					rust_tokenizer.convert_ids_to_tokens(rust_tokenizer.encode(_a     ,      add_special_tokens=_a  )  )

    self.assertListEqual(_a     ,      _a  )




  def 		_lowercase	(					self :      List[Any]  )   ->   List[Any]:
    # fmt: off
    __lowerCamelCase			:			str       			=					'I was born in 92000, and this is falsé.'
    __lowerCamelCase			:			Union[str, Any]       			=					['▁', '<unk>', '▁was', '▁born', '▁in', '▁9', '2000', '▁', ',', '▁and', '▁this', '▁is', '▁fal', 's', '<unk>', '▁', '.', ]
    # fmt: on

    __lowerCamelCase			:			Any       			=					DebertaVaTokenizer(_a     ,      do_lower_case=_a     ,      split_by_punct=_a  )
    __lowerCamelCase			:			Any       			=					tokenizer.convert_ids_to_tokens(tokenizer.encode(_a     ,      add_special_tokens=_a  )  )

    self.assertListEqual(_a     ,      _a  )

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

    self.assertListEqual(_a     ,      _a  )




  def 		_lowercase	(					self :      List[Any]  )   ->   Any:
    # fmt: off
    __lowerCamelCase			:			Union[str, Any]       			=					' \tHeLLo!how  \n Are yoU?  '
    __lowerCamelCase			:			List[str]       			=					['▁', '<unk>', 'e', '<unk>', 'o', '!', 'how', '▁', '<unk>', 're', '▁yo', '<unk>', '?']
    # fmt: on

    __lowerCamelCase			:			List[str]       			=					DebertaVaTokenizer(_a     ,      do_lower_case=_a     ,      split_by_punct=_a  )
    __lowerCamelCase			:			Optional[Any]       			=					tokenizer.convert_ids_to_tokens(tokenizer.encode(_a     ,      add_special_tokens=_a  )  )

    self.assertListEqual(_a     ,      _a  )

    __lowerCamelCase			:			Optional[int]       			=					DebertaVaTokenizerFast(_a     ,      do_lower_case=_a     ,      split_by_punct=_a  )
    __lowerCamelCase			:			Any       			=					rust_tokenizer.convert_ids_to_tokens(rust_tokenizer.encode(_a     ,      add_special_tokens=_a  )  )

    self.assertListEqual(_a     ,      _a  )




  def 		_lowercase	(					self :      str  )   ->   Dict:
    __lowerCamelCase			:			Dict       			=					self.get_tokenizer()
    __lowerCamelCase			:			Dict       			=					self.get_rust_tokenizer()

    __lowerCamelCase			:			List[str]       			=					'I was born in 92000, and this is falsé.'

    __lowerCamelCase			:			Optional[int]       			=					tokenizer.convert_ids_to_tokens(tokenizer.encode(_a     ,      add_special_tokens=_a  )  )
    __lowerCamelCase			:			Dict       			=					rust_tokenizer.convert_ids_to_tokens(rust_tokenizer.encode(_a     ,      add_special_tokens=_a  )  )
    self.assertListEqual(_a     ,      _a  )

    __lowerCamelCase			:			str       			=					tokenizer.encode(_a     ,      add_special_tokens=_a  )
    __lowerCamelCase			:			Any       			=					rust_tokenizer.encode(_a     ,      add_special_tokens=_a  )
    self.assertListEqual(_a     ,      _a  )

    __lowerCamelCase			:			Any       			=					self.get_rust_tokenizer()
    __lowerCamelCase			:			List[str]       			=					tokenizer.encode(_a  )
    __lowerCamelCase			:			List[str]       			=					rust_tokenizer.encode(_a  )
    self.assertListEqual(_a     ,      _a  )




  def 		_lowercase	(					self :      Dict  )   ->   Any:
    __lowerCamelCase			:			Any       			=					'This is a test'
    __lowerCamelCase			:			Dict       			=					[13, 1, 4398, 25, 21, 1289]
    __lowerCamelCase			:			List[str]       			=					['▁', 'T', 'his', '▁is', '▁a', '▁test']
    __lowerCamelCase			:			str       			=					['▁', '<unk>', 'his', '▁is', '▁a', '▁test']

    __lowerCamelCase			:			List[str]       			=					DebertaVaTokenizer(_a     ,      keep_accents=_a  )
    __lowerCamelCase			:			Optional[Any]       			=					DebertaVaTokenizerFast(_a     ,      keep_accents=_a  )

    __lowerCamelCase			:			str       			=					tokenizer.encode(_a     ,      add_special_tokens=_a  )
    self.assertListEqual(_a     ,      _a  )
    __lowerCamelCase			:			List[Any]       			=					tokenizer.tokenize(_a  )
    self.assertListEqual(_a     ,      _a  )
    __lowerCamelCase			:			Optional[int]       			=					tokenizer.convert_ids_to_tokens(_a  )
    self.assertListEqual(_a     ,      _a  )

    __lowerCamelCase			:			str       			=					rust_tokenizer.encode(_a     ,      add_special_tokens=_a  )
    self.assertListEqual(_a     ,      _a  )
    __lowerCamelCase			:			Tuple       			=					rust_tokenizer.tokenize(_a  )
    self.assertListEqual(_a     ,      _a  )
    __lowerCamelCase			:			List[str]       			=					rust_tokenizer.convert_ids_to_tokens(_a  )
    self.assertListEqual(_a     ,      _a  )

    # fmt: off
    __lowerCamelCase			:			Union[str, Any]       			=					'I was born in 92000, and this is falsé.'
    __lowerCamelCase			:			int       			=					[13, 1, 23, 386, 19, 561, 3050, 15, 17, 48, 25, 8256, 18, 1, 9]
    __lowerCamelCase			:			List[Any]       			=					['▁', 'I', '▁was', '▁born', '▁in', '▁9', '2000', ',', '▁and', '▁this', '▁is', '▁fal', 's', 'é', '.', ]
    __lowerCamelCase			:			Union[str, Any]       			=					['▁', '<unk>', '▁was', '▁born', '▁in', '▁9', '2000', ',', '▁and', '▁this', '▁is', '▁fal', 's', '<unk>', '.', ]
    # fmt: on

    __lowerCamelCase			:			Union[str, Any]       			=					tokenizer.encode(_a     ,      add_special_tokens=_a  )
    self.assertListEqual(_a     ,      _a  )
    __lowerCamelCase			:			Dict       			=					tokenizer.tokenize(_a  )
    self.assertListEqual(_a     ,      _a  )
    __lowerCamelCase			:			Tuple       			=					tokenizer.convert_ids_to_tokens(_a  )
    self.assertListEqual(_a     ,      _a  )

    __lowerCamelCase			:			Optional[int]       			=					rust_tokenizer.encode(_a     ,      add_special_tokens=_a  )
    self.assertListEqual(_a     ,      _a  )
    __lowerCamelCase			:			Dict       			=					rust_tokenizer.tokenize(_a  )
    self.assertListEqual(_a     ,      _a  )
    __lowerCamelCase			:			str       			=					rust_tokenizer.convert_ids_to_tokens(_a  )
    self.assertListEqual(_a     ,      _a  )




  def 		_lowercase	(					self :      str  )   ->   int:
    __lowerCamelCase			:			Any       			=					DebertaVaTokenizer(_a  )

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

    __lowerCamelCase			:			List[str]       			=					tokenizer.build_inputs_with_special_tokens(_a  )
    __lowerCamelCase			:			Tuple       			=					tokenizer.build_inputs_with_special_tokens(_a     ,      _a  )

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




  @slow
  def 		_lowercase	(					self :      int  )   ->   Tuple:
    # fmt: off
    __lowerCamelCase			:			Tuple       			=					{'input_ids': [[1, 3_9867, 36, 1_9390, 486, 27, 3_5052, 8_1436, 18, 6_0685, 1225, 7, 3_5052, 8_1436, 18, 9367, 1_6899, 18, 1_5937, 53, 594, 773, 18, 1_6287, 3_0465, 36, 1_5937, 6, 4_1139, 38, 3_6979, 6_0763, 191, 6, 3_4132, 99, 6, 5_0538, 390, 4_3230, 6, 3_4132, 2779, 2_0850, 14, 699, 1072, 1194, 36, 382, 1_0901, 53, 7, 699, 1072, 2084, 36, 2_0422, 630, 53, 19, 105, 3049, 1896, 1053, 1_6899, 1506, 11, 3_7978, 4243, 7, 1237, 3_1869, 200, 1_6566, 654, 6, 3_5052, 8_1436, 7, 5_5630, 1_3593, 4, 2], [1, 26, 1_5011, 13, 667, 8, 1053, 18, 2_3611, 1237, 7_2356, 1_2820, 34, 10_4134, 1209, 35, 1_3313, 6627, 21, 202, 347, 7, 164, 2399, 11, 46, 4485, 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, 1232, 2864, 1_5785, 1_4951, 105, 5, 8581, 1250, 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=_a     ,      model_name='microsoft/deberta-v2-xlarge'     ,      revision='ad6e42c1532ddf3a15c39246b63f5559d558b670'     ,      )











'''simple docstring'''





import random
from typing import Any

def 			a_	(				_lowerCAmelCase			) -> list[Any]:
  for _ in range(len(_lowerCAmelCase			)			):
    __lowerCamelCase			:			Optional[Any]       			=					random.randint(0			,len(_lowerCAmelCase			) - 1			)
    __lowerCamelCase			:			str       			=					random.randint(0			,len(_lowerCAmelCase			) - 1			)
    __lowerCamelCase			,__lowerCamelCase			:			List[Any]       			=					data[b], data[a]
  return data


if __name__ == "__main__":
   _UpperCamelCase											=		[0, 1, 2, 3, 4, 5, 6, 7]
   _UpperCamelCase											=		['python', 'says', 'hello', '!']
   print('Fisher-Yates Shuffle:')
   print('List', integers, strings)
   print('FY Shuffle', fisher_yates_shuffle(integers), fisher_yates_shuffle(strings))






