





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				:       Any	   =				get_tests_dir("""fixtures/spiece.model""")

@require_sentencepiece
@require_tokenizers
class    lowerCAmelCase							(					__UpperCamelCase,  unittest.TestCase			):
 UpperCAmelCase__													=		DebertaVaTokenizer
 UpperCAmelCase__													=		DebertaVaTokenizerFast
 UpperCAmelCase__													=		True
 UpperCAmelCase__													=		True
 def      A_	(      self  :      Dict	)			->	int:
     super().setUp()

     # We have a SentencePiece fixture for testing
     lowerCamelCase__    :      Optional[Any]					 =		DebertaVaTokenizer(UpperCAmelCase			,     unk_token='<unk>'	)
     tokenizer.save_pretrained(self.tmpdirname	)
 def      A_	(      self  :      Dict			,     UpperCAmelCase  :      Tuple	)			->	int:
     lowerCamelCase__    :      Dict					 =		'this is a test'
     lowerCamelCase__    :      Union[str, Any]					 =		'this is a test'
     return input_text, output_text
 def      A_	(      self  :      Union[str, Any]	)			->	Optional[Any]:
     lowerCamelCase__    :      str					 =		'<pad>'
     lowerCamelCase__    :      int					 =		0

     self.assertEqual(self.get_tokenizer()._convert_token_to_id(UpperCAmelCase	)			,     UpperCAmelCase	)
     self.assertEqual(self.get_tokenizer()._convert_id_to_token(UpperCAmelCase	)			,     UpperCAmelCase	)
 def      A_	(      self  :      Union[str, Any]	)			->	Optional[int]:
     lowerCamelCase__    :      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(UpperCAmelCase	)			,     30001	)
 def      A_	(      self  :      Optional[Any]	)			->	int:
     self.assertEqual(self.get_tokenizer().vocab_size			,     30000	)
 def      A_	(      self  :      str	)			->	List[str]:
     # fmt: off
     lowerCamelCase__    :      Union[str, Any]					 =		' \tHeLLo!how  \n Are yoU?  '
     lowerCamelCase__    :      int					 =		['▁hello', '!', 'how', '▁are', '▁you', '?']
     # fmt: on

     lowerCamelCase__    :      Any					 =		DebertaVaTokenizer(UpperCAmelCase			,     do_lower_case=UpperCAmelCase	)
     lowerCamelCase__    :      Optional[int]					 =		tokenizer.convert_ids_to_tokens(tokenizer.encode(UpperCAmelCase			,     add_special_tokens=UpperCAmelCase	)	)

     self.assertListEqual(UpperCAmelCase			,     UpperCAmelCase	)

     lowerCamelCase__    :      Tuple					 =		DebertaVaTokenizerFast(UpperCAmelCase			,     do_lower_case=UpperCAmelCase	)
     lowerCamelCase__    :      int					 =		rust_tokenizer.convert_ids_to_tokens(rust_tokenizer.encode(UpperCAmelCase			,     add_special_tokens=UpperCAmelCase	)	)

     self.assertListEqual(UpperCAmelCase			,     UpperCAmelCase	)
 @unittest.skip('There is an inconsistency between slow and fast tokenizer due to a bug in the fast one.'	)
 def      A_	(      self  :      Optional[int]	)			->	int:
     pass
 @unittest.skip('There is an inconsistency between slow and fast tokenizer due to a bug in the fast one.'	)
 def      A_	(      self  :      Dict	)			->	List[str]:
     pass
 def      A_	(      self  :      str	)			->	Any:
     # fmt: off
     lowerCamelCase__    :      List[Any]					 =		'I was born in 92000, and this is falsé.'
     lowerCamelCase__    :      int					 =		['▁', '<unk>', '▁was', '▁born', '▁in', '▁9', '2000', '▁', ',', '▁and', '▁this', '▁is', '▁fal', 's', '<unk>', '▁', '.', ]
     # fmt: on

     lowerCamelCase__    :      Union[str, Any]					 =		DebertaVaTokenizer(UpperCAmelCase			,     split_by_punct=UpperCAmelCase	)
     lowerCamelCase__    :      List[Any]					 =		tokenizer.convert_ids_to_tokens(tokenizer.encode(UpperCAmelCase			,     add_special_tokens=UpperCAmelCase	)	)

     self.assertListEqual(UpperCAmelCase			,     UpperCAmelCase	)

     lowerCamelCase__    :      int					 =		DebertaVaTokenizerFast(UpperCAmelCase			,     split_by_punct=UpperCAmelCase	)
     lowerCamelCase__    :      Tuple					 =		rust_tokenizer.convert_ids_to_tokens(rust_tokenizer.encode(UpperCAmelCase			,     add_special_tokens=UpperCAmelCase	)	)

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

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

     lowerCamelCase__    :      Union[str, Any]					 =		DebertaVaTokenizerFast(UpperCAmelCase			,     do_lower_case=UpperCAmelCase			,     split_by_punct=UpperCAmelCase	)
     lowerCamelCase__    :      Optional[Any]					 =		rust_tokenizer.convert_ids_to_tokens(rust_tokenizer.encode(UpperCAmelCase			,     add_special_tokens=UpperCAmelCase	)	)
     self.assertListEqual(UpperCAmelCase			,     UpperCAmelCase	)
 def      A_	(      self  :      Union[str, Any]	)			->	str:
     # fmt: off
     lowerCamelCase__    :      Any					 =		'I was born in 92000, and this is falsé.'
     lowerCamelCase__    :      Tuple					 =		['▁i', '▁was', '▁born', '▁in', '▁9', '2000', ',', '▁and', '▁this', '▁is', '▁fal', 's', '<unk>', '.', ]
     # fmt: on

     lowerCamelCase__    :      Tuple					 =		DebertaVaTokenizer(UpperCAmelCase			,     do_lower_case=UpperCAmelCase			,     split_by_punct=UpperCAmelCase	)
     lowerCamelCase__    :      List[Any]					 =		tokenizer.convert_ids_to_tokens(tokenizer.encode(UpperCAmelCase			,     add_special_tokens=UpperCAmelCase	)	)

     self.assertListEqual(UpperCAmelCase			,     UpperCAmelCase	)

     lowerCamelCase__    :      Tuple					 =		DebertaVaTokenizerFast(UpperCAmelCase			,     do_lower_case=UpperCAmelCase			,     split_by_punct=UpperCAmelCase	)
     lowerCamelCase__    :      List[Any]					 =		rust_tokenizer.convert_ids_to_tokens(rust_tokenizer.encode(UpperCAmelCase			,     add_special_tokens=UpperCAmelCase	)	)

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

     lowerCamelCase__    :      List[Any]					 =		DebertaVaTokenizer(UpperCAmelCase			,     do_lower_case=UpperCAmelCase			,     split_by_punct=UpperCAmelCase	)
     lowerCamelCase__    :      Tuple					 =		tokenizer.convert_ids_to_tokens(tokenizer.encode(UpperCAmelCase			,     add_special_tokens=UpperCAmelCase	)	)

     self.assertListEqual(UpperCAmelCase			,     UpperCAmelCase	)

     lowerCamelCase__    :      str					 =		DebertaVaTokenizerFast(UpperCAmelCase			,     do_lower_case=UpperCAmelCase			,     split_by_punct=UpperCAmelCase	)
     lowerCamelCase__    :      Dict					 =		rust_tokenizer.convert_ids_to_tokens(rust_tokenizer.encode(UpperCAmelCase			,     add_special_tokens=UpperCAmelCase	)	)

     self.assertListEqual(UpperCAmelCase			,     UpperCAmelCase	)
 def      A_	(      self  :      Optional[int]	)			->	Union[str, Any]:
     # fmt: off
     lowerCamelCase__    :      str					 =		' \tHeLLo!how  \n Are yoU?  '
     lowerCamelCase__    :      Union[str, Any]					 =		['▁', '<unk>', 'e', '<unk>', 'o', '!', 'how', '▁', '<unk>', 're', '▁yo', '<unk>', '?']
     # fmt: on

     lowerCamelCase__    :      str					 =		DebertaVaTokenizer(UpperCAmelCase			,     do_lower_case=UpperCAmelCase			,     split_by_punct=UpperCAmelCase	)
     lowerCamelCase__    :      int					 =		tokenizer.convert_ids_to_tokens(tokenizer.encode(UpperCAmelCase			,     add_special_tokens=UpperCAmelCase	)	)

     self.assertListEqual(UpperCAmelCase			,     UpperCAmelCase	)

     lowerCamelCase__    :      str					 =		DebertaVaTokenizerFast(UpperCAmelCase			,     do_lower_case=UpperCAmelCase			,     split_by_punct=UpperCAmelCase	)
     lowerCamelCase__    :      Tuple					 =		rust_tokenizer.convert_ids_to_tokens(rust_tokenizer.encode(UpperCAmelCase			,     add_special_tokens=UpperCAmelCase	)	)

     self.assertListEqual(UpperCAmelCase			,     UpperCAmelCase	)
 def      A_	(      self  :      Dict	)			->	int:
     lowerCamelCase__    :      Optional[Any]					 =		self.get_tokenizer()
     lowerCamelCase__    :      Optional[int]					 =		self.get_rust_tokenizer()

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

     lowerCamelCase__    :      List[Any]					 =		tokenizer.convert_ids_to_tokens(tokenizer.encode(UpperCAmelCase			,     add_special_tokens=UpperCAmelCase	)	)
     lowerCamelCase__    :      List[str]					 =		rust_tokenizer.convert_ids_to_tokens(rust_tokenizer.encode(UpperCAmelCase			,     add_special_tokens=UpperCAmelCase	)	)
     self.assertListEqual(UpperCAmelCase			,     UpperCAmelCase	)

     lowerCamelCase__    :      Dict					 =		tokenizer.encode(UpperCAmelCase			,     add_special_tokens=UpperCAmelCase	)
     lowerCamelCase__    :      Optional[Any]					 =		rust_tokenizer.encode(UpperCAmelCase			,     add_special_tokens=UpperCAmelCase	)
     self.assertListEqual(UpperCAmelCase			,     UpperCAmelCase	)

     lowerCamelCase__    :      Any					 =		self.get_rust_tokenizer()
     lowerCamelCase__    :      Dict					 =		tokenizer.encode(UpperCAmelCase	)
     lowerCamelCase__    :      Optional[Any]					 =		rust_tokenizer.encode(UpperCAmelCase	)
     self.assertListEqual(UpperCAmelCase			,     UpperCAmelCase	)
 def      A_	(      self  :      List[Any]	)			->	int:
     lowerCamelCase__    :      List[Any]					 =		'This is a test'
     lowerCamelCase__    :      Optional[int]					 =		[13, 1, 4398, 25, 21, 1289]
     lowerCamelCase__    :      Dict					 =		['▁', 'T', 'his', '▁is', '▁a', '▁test']
     lowerCamelCase__    :      str					 =		['▁', '<unk>', 'his', '▁is', '▁a', '▁test']

     lowerCamelCase__    :      Dict					 =		DebertaVaTokenizer(UpperCAmelCase			,     keep_accents=UpperCAmelCase	)
     lowerCamelCase__    :      Optional[int]					 =		DebertaVaTokenizerFast(UpperCAmelCase			,     keep_accents=UpperCAmelCase	)

     lowerCamelCase__    :      Tuple					 =		tokenizer.encode(UpperCAmelCase			,     add_special_tokens=UpperCAmelCase	)
     self.assertListEqual(UpperCAmelCase			,     UpperCAmelCase	)
     lowerCamelCase__    :      Tuple					 =		tokenizer.tokenize(UpperCAmelCase	)
     self.assertListEqual(UpperCAmelCase			,     UpperCAmelCase	)
     lowerCamelCase__    :      Tuple					 =		tokenizer.convert_ids_to_tokens(UpperCAmelCase	)
     self.assertListEqual(UpperCAmelCase			,     UpperCAmelCase	)

     lowerCamelCase__    :      Union[str, Any]					 =		rust_tokenizer.encode(UpperCAmelCase			,     add_special_tokens=UpperCAmelCase	)
     self.assertListEqual(UpperCAmelCase			,     UpperCAmelCase	)
     lowerCamelCase__    :      List[str]					 =		rust_tokenizer.tokenize(UpperCAmelCase	)
     self.assertListEqual(UpperCAmelCase			,     UpperCAmelCase	)
     lowerCamelCase__    :      str					 =		rust_tokenizer.convert_ids_to_tokens(UpperCAmelCase	)
     self.assertListEqual(UpperCAmelCase			,     UpperCAmelCase	)

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

     lowerCamelCase__    :      Any					 =		tokenizer.encode(UpperCAmelCase			,     add_special_tokens=UpperCAmelCase	)
     self.assertListEqual(UpperCAmelCase			,     UpperCAmelCase	)
     lowerCamelCase__    :      Dict					 =		tokenizer.tokenize(UpperCAmelCase	)
     self.assertListEqual(UpperCAmelCase			,     UpperCAmelCase	)
     lowerCamelCase__    :      Optional[int]					 =		tokenizer.convert_ids_to_tokens(UpperCAmelCase	)
     self.assertListEqual(UpperCAmelCase			,     UpperCAmelCase	)

     lowerCamelCase__    :      List[Any]					 =		rust_tokenizer.encode(UpperCAmelCase			,     add_special_tokens=UpperCAmelCase	)
     self.assertListEqual(UpperCAmelCase			,     UpperCAmelCase	)
     lowerCamelCase__    :      List[str]					 =		rust_tokenizer.tokenize(UpperCAmelCase	)
     self.assertListEqual(UpperCAmelCase			,     UpperCAmelCase	)
     lowerCamelCase__    :      List[Any]					 =		rust_tokenizer.convert_ids_to_tokens(UpperCAmelCase	)
     self.assertListEqual(UpperCAmelCase			,     UpperCAmelCase	)
 def      A_	(      self  :      int	)			->	List[Any]:
     lowerCamelCase__    :      Union[str, Any]					 =		DebertaVaTokenizer(UpperCAmelCase	)

     lowerCamelCase__    :      Dict					 =		tokenizer.encode('sequence builders'	)
     lowerCamelCase__    :      str					 =		tokenizer.encode('multi-sequence build'	)

     lowerCamelCase__    :      Optional[Any]					 =		tokenizer.build_inputs_with_special_tokens(UpperCAmelCase	)
     lowerCamelCase__    :      Union[str, Any]					 =		tokenizer.build_inputs_with_special_tokens(UpperCAmelCase			,     UpperCAmelCase	)

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







 @slow
 def      A_	(      self  :      Tuple	)			->	int:
     # fmt: off
     lowerCamelCase__    :      str					 =		{'input_ids': [[1, 39867, 36, 19390, 486, 27, 35052, 81436, 18, 60685, 1225, 7, 35052, 81436, 18, 9367, 16899, 18, 15937, 53, 594, 773, 18, 16287, 30465, 36, 15937, 6, 41139, 38, 36979, 60763, 191, 6, 34132, 99, 6, 50538, 390, 43230, 6, 34132, 2779, 20850, 14, 699, 1072, 1194, 36, 382, 10901, 53, 7, 699, 1072, 2084, 36, 20422, 630, 53, 19, 105, 3049, 1896, 1053, 16899, 1506, 11, 37978, 4243, 7, 1237, 31869, 200, 16566, 654, 6, 35052, 81436, 7, 55630, 13593, 4, 2], [1, 26, 15011, 13, 667, 8, 1053, 18, 23611, 1237, 72356, 12820, 34, 104134, 1209, 35, 13313, 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, 15785, 14951, 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=UpperCAmelCase			,     model_name='microsoft/deberta-v2-xlarge'			,     revision='ad6e42c1532ddf3a15c39246b63f5559d558b670'			,     )












def        SCREAMING_SNAKE_CASE      (       _UpperCAmelCase = 100_0000 )			->     int:
    lowerCamelCase__    :      int					 =		limit + 1
    lowerCamelCase__    :      Optional[Any]					 =		[0] * limit
    for first_term in range(1						,	_UpperCAmelCase ):
        for n in range(_UpperCAmelCase						,	_UpperCAmelCase						,	_UpperCAmelCase ):
            lowerCamelCase__    :      Optional[Any]					 =		first_term + n / first_term
            if common_difference % 4:  # d must be divisble by 4
                continue
            else:
                common_difference /= 4
                if (
                    first_term > common_difference
                    and first_term < 4 * common_difference
                ):  # since x,y,z are positive integers
                    frequency[n] += 1  # so z>0 and a>d ,also 4d<a

    lowerCamelCase__    :      List[str]					 =		sum(1 for x in frequency[1:limit] if x == 10 )

    return count


if __name__ == "__main__":
    print(F"""{solution() = }""")





