


'''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_ :     Union[str, Any]								=      get_tests_dir('fixtures/spiece.model')

@require_sentencepiece
@require_tokenizers
class 						_lowerCamelCase					(    snake_case_    ,		unittest.TestCase				):




 '''simple docstring'''
 __lowercase				:		Optional[Any]    							=						DebertaVaTokenizer
 __lowercase				:		Optional[int]    							=						DebertaVaTokenizerFast
 __lowercase				:		Dict    							=						True
 __lowercase				:		Optional[Any]    							=						True


 def  snake_case__   (      self						):

  """simple docstring"""







  super().setUp()

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


 def  snake_case__   (      self      ,      __lowercase						):

  """simple docstring"""







  __A  :		Optional[Any]       =			'this is a test'
  __A  :		int       =			'this is a test'
  return input_text, output_text


 def  snake_case__   (      self						):

  """simple docstring"""







  __A  :		int       =			'<pad>'
  __A  :		Any       =			0

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


 def  snake_case__   (      self						):

  """simple docstring"""







  __A  :		Any       =			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(__lowercase						)      ,      30_001						)


 def  snake_case__   (      self						):

  """simple docstring"""







  self.assertEqual(self.get_tokenizer().vocab_size      ,      30_000						)


 def  snake_case__   (      self						):

  """simple docstring"""







  __A  :		List[Any]       =			' \tHeLLo!how  \n Are yoU?  '
  __A  :		Tuple       =			['▁hello', '!', 'how', '▁are', '▁you', '?']
  # fmt: on

  __A  :		Optional[Any]       =			DebertaVaTokenizer(__lowercase      ,      do_lower_case=__lowercase						)
  __A  :		Union[str, Any]       =			tokenizer.convert_ids_to_tokens(tokenizer.encode(__lowercase      ,      add_special_tokens=__lowercase						)						)

  self.assertListEqual(__lowercase      ,      __lowercase						)

  __A  :		str       =			DebertaVaTokenizerFast(__lowercase      ,      do_lower_case=__lowercase						)
  __A  :		List[Any]       =			rust_tokenizer.convert_ids_to_tokens(rust_tokenizer.encode(__lowercase      ,      add_special_tokens=__lowercase						)						)

  self.assertListEqual(__lowercase      ,      __lowercase						)


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

  """simple docstring"""







  pass


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

  """simple docstring"""







  pass


 def  snake_case__   (      self						):

  """simple docstring"""







  __A  :		int       =			'I was born in 92000, and this is falsé.'
  __A  :		str       =			['▁', '<unk>', '▁was', '▁born', '▁in', '▁9', '2000', '▁', ',', '▁and', '▁this', '▁is', '▁fal', 's', '<unk>', '▁', '.', ]
  # fmt: on

  __A  :		List[Any]       =			DebertaVaTokenizer(__lowercase      ,      split_by_punct=__lowercase						)
  __A  :		Any       =			tokenizer.convert_ids_to_tokens(tokenizer.encode(__lowercase      ,      add_special_tokens=__lowercase						)						)

  self.assertListEqual(__lowercase      ,      __lowercase						)

  __A  :		Dict       =			DebertaVaTokenizerFast(__lowercase      ,      split_by_punct=__lowercase						)
  __A  :		Tuple       =			rust_tokenizer.convert_ids_to_tokens(rust_tokenizer.encode(__lowercase      ,      add_special_tokens=__lowercase						)						)

  self.assertListEqual(__lowercase      ,      __lowercase						)


 def  snake_case__   (      self						):

  """simple docstring"""







  __A  :		List[str]       =			'I was born in 92000, and this is falsé.'
  __A  :		List[Any]       =			['▁i', '▁was', '▁born', '▁in', '▁9', '2000', '▁', ',', '▁and', '▁this', '▁is', '▁fal', 's', '<unk>', '▁', '.', ]
  # fmt: on

  __A  :		Any       =			DebertaVaTokenizer(__lowercase      ,      do_lower_case=__lowercase      ,      split_by_punct=__lowercase						)
  __A  :		List[Any]       =			tokenizer.convert_ids_to_tokens(tokenizer.encode(__lowercase      ,      add_special_tokens=__lowercase						)						)
  self.assertListEqual(__lowercase      ,      __lowercase						)

  __A  :		Any       =			DebertaVaTokenizerFast(__lowercase      ,      do_lower_case=__lowercase      ,      split_by_punct=__lowercase						)
  __A  :		List[Any]       =			rust_tokenizer.convert_ids_to_tokens(rust_tokenizer.encode(__lowercase      ,      add_special_tokens=__lowercase						)						)
  self.assertListEqual(__lowercase      ,      __lowercase						)


 def  snake_case__   (      self						):

  """simple docstring"""







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

  __A  :		int       =			DebertaVaTokenizer(__lowercase      ,      do_lower_case=__lowercase      ,      split_by_punct=__lowercase						)
  __A  :		int       =			tokenizer.convert_ids_to_tokens(tokenizer.encode(__lowercase      ,      add_special_tokens=__lowercase						)						)

  self.assertListEqual(__lowercase      ,      __lowercase						)

  __A  :		Union[str, Any]       =			DebertaVaTokenizerFast(__lowercase      ,      do_lower_case=__lowercase      ,      split_by_punct=__lowercase						)
  __A  :		int       =			rust_tokenizer.convert_ids_to_tokens(rust_tokenizer.encode(__lowercase      ,      add_special_tokens=__lowercase						)						)

  self.assertListEqual(__lowercase      ,      __lowercase						)


 def  snake_case__   (      self						):

  """simple docstring"""







  __A  :		Tuple       =			'I was born in 92000, and this is falsé.'
  __A  :		int       =			['▁', '<unk>', '▁was', '▁born', '▁in', '▁9', '2000', '▁', ',', '▁and', '▁this', '▁is', '▁fal', 's', '<unk>', '▁', '.', ]
  # fmt: on

  __A  :		str       =			DebertaVaTokenizer(__lowercase      ,      do_lower_case=__lowercase      ,      split_by_punct=__lowercase						)
  __A  :		int       =			tokenizer.convert_ids_to_tokens(tokenizer.encode(__lowercase      ,      add_special_tokens=__lowercase						)						)

  self.assertListEqual(__lowercase      ,      __lowercase						)

  __A  :		int       =			DebertaVaTokenizerFast(__lowercase      ,      do_lower_case=__lowercase      ,      split_by_punct=__lowercase						)
  __A  :		Tuple       =			rust_tokenizer.convert_ids_to_tokens(rust_tokenizer.encode(__lowercase      ,      add_special_tokens=__lowercase						)						)

  self.assertListEqual(__lowercase      ,      __lowercase						)


 def  snake_case__   (      self						):

  """simple docstring"""







  __A  :		List[Any]       =			' \tHeLLo!how  \n Are yoU?  '
  __A  :		int       =			['▁', '<unk>', 'e', '<unk>', 'o', '!', 'how', '▁', '<unk>', 're', '▁yo', '<unk>', '?']
  # fmt: on

  __A  :		Any       =			DebertaVaTokenizer(__lowercase      ,      do_lower_case=__lowercase      ,      split_by_punct=__lowercase						)
  __A  :		Any       =			tokenizer.convert_ids_to_tokens(tokenizer.encode(__lowercase      ,      add_special_tokens=__lowercase						)						)

  self.assertListEqual(__lowercase      ,      __lowercase						)

  __A  :		List[Any]       =			DebertaVaTokenizerFast(__lowercase      ,      do_lower_case=__lowercase      ,      split_by_punct=__lowercase						)
  __A  :		Dict       =			rust_tokenizer.convert_ids_to_tokens(rust_tokenizer.encode(__lowercase      ,      add_special_tokens=__lowercase						)						)

  self.assertListEqual(__lowercase      ,      __lowercase						)


 def  snake_case__   (      self						):

  """simple docstring"""







  __A  :		str       =			self.get_tokenizer()
  __A  :		Union[str, Any]       =			self.get_rust_tokenizer()

  __A  :		Tuple       =			'I was born in 92000, and this is falsé.'

  __A  :		Optional[int]       =			tokenizer.convert_ids_to_tokens(tokenizer.encode(__lowercase      ,      add_special_tokens=__lowercase						)						)
  __A  :		Optional[int]       =			rust_tokenizer.convert_ids_to_tokens(rust_tokenizer.encode(__lowercase      ,      add_special_tokens=__lowercase						)						)
  self.assertListEqual(__lowercase      ,      __lowercase						)

  __A  :		Optional[Any]       =			tokenizer.encode(__lowercase      ,      add_special_tokens=__lowercase						)
  __A  :		List[Any]       =			rust_tokenizer.encode(__lowercase      ,      add_special_tokens=__lowercase						)
  self.assertListEqual(__lowercase      ,      __lowercase						)

  __A  :		str       =			self.get_rust_tokenizer()
  __A  :		Dict       =			tokenizer.encode(__lowercase						)
  __A  :		Dict       =			rust_tokenizer.encode(__lowercase						)
  self.assertListEqual(__lowercase      ,      __lowercase						)


 def  snake_case__   (      self						):

  """simple docstring"""







  __A  :		Optional[Any]       =			'This is a test'
  __A  :		List[str]       =			[13, 1, 4_398, 25, 21, 1_289]
  __A  :		Tuple       =			['▁', 'T', 'his', '▁is', '▁a', '▁test']
  __A  :		int       =			['▁', '<unk>', 'his', '▁is', '▁a', '▁test']

  __A  :		List[str]       =			DebertaVaTokenizer(__lowercase      ,      keep_accents=__lowercase						)
  __A  :		str       =			DebertaVaTokenizerFast(__lowercase      ,      keep_accents=__lowercase						)

  __A  :		List[Any]       =			tokenizer.encode(__lowercase      ,      add_special_tokens=__lowercase						)
  self.assertListEqual(__lowercase      ,      __lowercase						)
  __A  :		List[str]       =			tokenizer.tokenize(__lowercase						)
  self.assertListEqual(__lowercase      ,      __lowercase						)
  __A  :		str       =			tokenizer.convert_ids_to_tokens(__lowercase						)
  self.assertListEqual(__lowercase      ,      __lowercase						)

  __A  :		Dict       =			rust_tokenizer.encode(__lowercase      ,      add_special_tokens=__lowercase						)
  self.assertListEqual(__lowercase      ,      __lowercase						)
  __A  :		Union[str, Any]       =			rust_tokenizer.tokenize(__lowercase						)
  self.assertListEqual(__lowercase      ,      __lowercase						)
  __A  :		str       =			rust_tokenizer.convert_ids_to_tokens(__lowercase						)
  self.assertListEqual(__lowercase      ,      __lowercase						)

  # fmt: off
  __A  :		Union[str, Any]       =			'I was born in 92000, and this is falsé.'
  __A  :		Union[str, Any]       =			[13, 1, 23, 386, 19, 561, 3_050, 15, 17, 48, 25, 8_256, 18, 1, 9]
  __A  :		Dict       =			['▁', 'I', '▁was', '▁born', '▁in', '▁9', '2000', ',', '▁and', '▁this', '▁is', '▁fal', 's', 'é', '.', ]
  __A  :		List[Any]       =			['▁', '<unk>', '▁was', '▁born', '▁in', '▁9', '2000', ',', '▁and', '▁this', '▁is', '▁fal', 's', '<unk>', '.', ]
  # fmt: on

  __A  :		str       =			tokenizer.encode(__lowercase      ,      add_special_tokens=__lowercase						)
  self.assertListEqual(__lowercase      ,      __lowercase						)
  __A  :		Optional[int]       =			tokenizer.tokenize(__lowercase						)
  self.assertListEqual(__lowercase      ,      __lowercase						)
  __A  :		List[str]       =			tokenizer.convert_ids_to_tokens(__lowercase						)
  self.assertListEqual(__lowercase      ,      __lowercase						)

  __A  :		str       =			rust_tokenizer.encode(__lowercase      ,      add_special_tokens=__lowercase						)
  self.assertListEqual(__lowercase      ,      __lowercase						)
  __A  :		Optional[Any]       =			rust_tokenizer.tokenize(__lowercase						)
  self.assertListEqual(__lowercase      ,      __lowercase						)
  __A  :		Dict       =			rust_tokenizer.convert_ids_to_tokens(__lowercase						)
  self.assertListEqual(__lowercase      ,      __lowercase						)


 def  snake_case__   (      self						):

  """simple docstring"""







  __A  :		Optional[Any]       =			DebertaVaTokenizer(__lowercase						)

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

  __A  :		Union[str, Any]       =			tokenizer.build_inputs_with_special_tokens(__lowercase						)
  __A  :		List[str]       =			tokenizer.build_inputs_with_special_tokens(__lowercase      ,      __lowercase						)

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







 @slow
 def  snake_case__   (      self						):

  """simple docstring"""







  __A  :		Dict       =			{'input_ids': [[1, 39_867, 36, 19_390, 486, 27, 35_052, 81_436, 18, 60_685, 1_225, 7, 35_052, 81_436, 18, 9_367, 16_899, 18, 15_937, 53, 594, 773, 18, 16_287, 30_465, 36, 15_937, 6, 41_139, 38, 36_979, 60_763, 191, 6, 34_132, 99, 6, 50_538, 390, 43_230, 6, 34_132, 2_779, 20_850, 14, 699, 1_072, 1_194, 36, 382, 10_901, 53, 7, 699, 1_072, 2_084, 36, 20_422, 630, 53, 19, 105, 3_049, 1_896, 1_053, 16_899, 1_506, 11, 37_978, 4_243, 7, 1_237, 31_869, 200, 16_566, 654, 6, 35_052, 81_436, 7, 55_630, 13_593, 4, 2], [1, 26, 15_011, 13, 667, 8, 1_053, 18, 23_611, 1_237, 72_356, 12_820, 34, 104_134, 1_209, 35, 13_313, 6_627, 21, 202, 347, 7, 164, 2_399, 11, 46, 4_485, 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, 1_232, 2_864, 15_785, 14_951, 105, 5, 8_581, 1_250, 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=__lowercase      ,      model_name='microsoft/deberta-v2-xlarge'      ,      revision='ad6e42c1532ddf3a15c39246b63f5559d558b670'      ,      )










'''simple docstring'''
from collections.abc import Sequence


def 			_lowercase       (				UpperCamelCase__       :					Sequence[float],				UpperCamelCase__       :					float			):
 return sum(c * (x**i) for i, c in enumerate(UpperCamelCase__			)			)


def 			_lowercase       (				UpperCamelCase__       :					Sequence[float],				UpperCamelCase__       :					float			):
 __A  :		Optional[Any]       =			0.0
 for coeff in reversed(UpperCamelCase__			):
  __A  :		List[str]       =			result * x + coeff
 return result


if __name__ == "__main__":
 UpperCAmelCase_ :     Any								=      (0.0, 0.0, 5.0, 9.3, 7.0)
 UpperCAmelCase_ :     Any								=      10.0
 print(evaluate_poly(poly, x))
 print(horner(poly, x))






