
'''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					:    Tuple           = get_tests_dir('fixtures/spiece.model')


@require_sentencepiece
@require_tokenizers
class 			SCREAMING_SNAKE_CASE__      (     snake_case_							,       unittest.TestCase):
				lowerCAmelCase_     			=							DebertaVaTokenizer
				lowerCAmelCase_     			=							DebertaVaTokenizerFast
				lowerCAmelCase_     			=							True
				lowerCAmelCase_     			=							True







				def 						UpperCAmelCase_    (       self     )->		List[Any]:







											'''simple docstring'''






											super().setUp()

											# We have a SentencePiece fixture for testing
											UpperCamelCase   			=     DebertaVaTokenizer(A_						,				unk_token='<unk>'     )
											tokenizer.save_pretrained(self.tmpdirname     )







				def 						UpperCAmelCase_    (       self						,				A_     )->		Union[str, Any]:







											'''simple docstring'''






											UpperCamelCase   			=     'this is a test'
											UpperCamelCase   			=     'this is a test'
											return input_text, output_text







				def 						UpperCAmelCase_    (       self     )->		Tuple:







											'''simple docstring'''






											UpperCamelCase   			=     '<pad>'
											UpperCamelCase   			=     0

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







				def 						UpperCAmelCase_    (       self     )->		str:







											'''simple docstring'''






											UpperCamelCase   			=     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_     )						,				30001     )







				def 						UpperCAmelCase_    (       self     )->		Optional[Any]:







											'''simple docstring'''






											self.assertEqual(self.get_tokenizer().vocab_size						,				30000     )







				def 						UpperCAmelCase_    (       self     )->		List[Any]:







											'''simple docstring'''






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

											UpperCamelCase   			=     DebertaVaTokenizer(A_						,				do_lower_case=A_     )
											UpperCamelCase   			=     tokenizer.convert_ids_to_tokens(tokenizer.encode(A_						,				add_special_tokens=A_     )     )

											self.assertListEqual(A_						,				A_     )

											UpperCamelCase   			=     DebertaVaTokenizerFast(A_						,				do_lower_case=A_     )
											UpperCamelCase   			=     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 						UpperCAmelCase_    (       self     )->		List[Any]:







											'''simple docstring'''






											pass







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







											'''simple docstring'''






											pass







				def 						UpperCAmelCase_    (       self     )->		Optional[Any]:







											'''simple docstring'''






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

											UpperCamelCase   			=     DebertaVaTokenizer(A_						,				split_by_punct=A_     )
											UpperCamelCase   			=     tokenizer.convert_ids_to_tokens(tokenizer.encode(A_						,				add_special_tokens=A_     )     )

											self.assertListEqual(A_						,				A_     )

											UpperCamelCase   			=     DebertaVaTokenizerFast(A_						,				split_by_punct=A_     )
											UpperCamelCase   			=     rust_tokenizer.convert_ids_to_tokens(rust_tokenizer.encode(A_						,				add_special_tokens=A_     )     )

											self.assertListEqual(A_						,				A_     )







				def 						UpperCAmelCase_    (       self     )->		List[str]:







											'''simple docstring'''






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

											UpperCamelCase   			=     DebertaVaTokenizer(A_						,				do_lower_case=A_						,				split_by_punct=A_     )
											UpperCamelCase   			=     tokenizer.convert_ids_to_tokens(tokenizer.encode(A_						,				add_special_tokens=A_     )     )
											self.assertListEqual(A_						,				A_     )

											UpperCamelCase   			=     DebertaVaTokenizerFast(A_						,				do_lower_case=A_						,				split_by_punct=A_     )
											UpperCamelCase   			=     rust_tokenizer.convert_ids_to_tokens(rust_tokenizer.encode(A_						,				add_special_tokens=A_     )     )
											self.assertListEqual(A_						,				A_     )







				def 						UpperCAmelCase_    (       self     )->		Union[str, Any]:







											'''simple docstring'''






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

											UpperCamelCase   			=     DebertaVaTokenizer(A_						,				do_lower_case=A_						,				split_by_punct=A_     )
											UpperCamelCase   			=     tokenizer.convert_ids_to_tokens(tokenizer.encode(A_						,				add_special_tokens=A_     )     )

											self.assertListEqual(A_						,				A_     )

											UpperCamelCase   			=     DebertaVaTokenizerFast(A_						,				do_lower_case=A_						,				split_by_punct=A_     )
											UpperCamelCase   			=     rust_tokenizer.convert_ids_to_tokens(rust_tokenizer.encode(A_						,				add_special_tokens=A_     )     )

											self.assertListEqual(A_						,				A_     )







				def 						UpperCAmelCase_    (       self     )->		Optional[Any]:







											'''simple docstring'''






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

											UpperCamelCase   			=     DebertaVaTokenizer(A_						,				do_lower_case=A_						,				split_by_punct=A_     )
											UpperCamelCase   			=     tokenizer.convert_ids_to_tokens(tokenizer.encode(A_						,				add_special_tokens=A_     )     )

											self.assertListEqual(A_						,				A_     )

											UpperCamelCase   			=     DebertaVaTokenizerFast(A_						,				do_lower_case=A_						,				split_by_punct=A_     )
											UpperCamelCase   			=     rust_tokenizer.convert_ids_to_tokens(rust_tokenizer.encode(A_						,				add_special_tokens=A_     )     )

											self.assertListEqual(A_						,				A_     )







				def 						UpperCAmelCase_    (       self     )->		Optional[Any]:







											'''simple docstring'''






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

											UpperCamelCase   			=     DebertaVaTokenizer(A_						,				do_lower_case=A_						,				split_by_punct=A_     )
											UpperCamelCase   			=     tokenizer.convert_ids_to_tokens(tokenizer.encode(A_						,				add_special_tokens=A_     )     )

											self.assertListEqual(A_						,				A_     )

											UpperCamelCase   			=     DebertaVaTokenizerFast(A_						,				do_lower_case=A_						,				split_by_punct=A_     )
											UpperCamelCase   			=     rust_tokenizer.convert_ids_to_tokens(rust_tokenizer.encode(A_						,				add_special_tokens=A_     )     )

											self.assertListEqual(A_						,				A_     )







				def 						UpperCAmelCase_    (       self     )->		str:







											'''simple docstring'''






											UpperCamelCase   			=     self.get_tokenizer()
											UpperCamelCase   			=     self.get_rust_tokenizer()

											UpperCamelCase   			=     'I was born in 92000, and this is falsé.'

											UpperCamelCase   			=     tokenizer.convert_ids_to_tokens(tokenizer.encode(A_						,				add_special_tokens=A_     )     )
											UpperCamelCase   			=     rust_tokenizer.convert_ids_to_tokens(rust_tokenizer.encode(A_						,				add_special_tokens=A_     )     )
											self.assertListEqual(A_						,				A_     )

											UpperCamelCase   			=     tokenizer.encode(A_						,				add_special_tokens=A_     )
											UpperCamelCase   			=     rust_tokenizer.encode(A_						,				add_special_tokens=A_     )
											self.assertListEqual(A_						,				A_     )

											UpperCamelCase   			=     self.get_rust_tokenizer()
											UpperCamelCase   			=     tokenizer.encode(A_     )
											UpperCamelCase   			=     rust_tokenizer.encode(A_     )
											self.assertListEqual(A_						,				A_     )







				def 						UpperCAmelCase_    (       self     )->		List[Any]:







											'''simple docstring'''






											UpperCamelCase   			=     'This is a test'
											UpperCamelCase   			=     [13, 1, 4398, 25, 21, 1289]
											UpperCamelCase   			=     ['▁', 'T', 'his', '▁is', '▁a', '▁test']
											UpperCamelCase   			=     ['▁', '<unk>', 'his', '▁is', '▁a', '▁test']

											UpperCamelCase   			=     DebertaVaTokenizer(A_						,				keep_accents=A_     )
											UpperCamelCase   			=     DebertaVaTokenizerFast(A_						,				keep_accents=A_     )

											UpperCamelCase   			=     tokenizer.encode(A_						,				add_special_tokens=A_     )
											self.assertListEqual(A_						,				A_     )
											UpperCamelCase   			=     tokenizer.tokenize(A_     )
											self.assertListEqual(A_						,				A_     )
											UpperCamelCase   			=     tokenizer.convert_ids_to_tokens(A_     )
											self.assertListEqual(A_						,				A_     )

											UpperCamelCase   			=     rust_tokenizer.encode(A_						,				add_special_tokens=A_     )
											self.assertListEqual(A_						,				A_     )
											UpperCamelCase   			=     rust_tokenizer.tokenize(A_     )
											self.assertListEqual(A_						,				A_     )
											UpperCamelCase   			=     rust_tokenizer.convert_ids_to_tokens(A_     )
											self.assertListEqual(A_						,				A_     )

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

											UpperCamelCase   			=     tokenizer.encode(A_						,				add_special_tokens=A_     )
											self.assertListEqual(A_						,				A_     )
											UpperCamelCase   			=     tokenizer.tokenize(A_     )
											self.assertListEqual(A_						,				A_     )
											UpperCamelCase   			=     tokenizer.convert_ids_to_tokens(A_     )
											self.assertListEqual(A_						,				A_     )

											UpperCamelCase   			=     rust_tokenizer.encode(A_						,				add_special_tokens=A_     )
											self.assertListEqual(A_						,				A_     )
											UpperCamelCase   			=     rust_tokenizer.tokenize(A_     )
											self.assertListEqual(A_						,				A_     )
											UpperCamelCase   			=     rust_tokenizer.convert_ids_to_tokens(A_     )
											self.assertListEqual(A_						,				A_     )







				def 						UpperCAmelCase_    (       self     )->		Any:







											'''simple docstring'''






											UpperCamelCase   			=     DebertaVaTokenizer(A_     )

											UpperCamelCase   			=     tokenizer.encode('sequence builders'     )
											UpperCamelCase   			=     tokenizer.encode('multi-sequence build'     )

											UpperCamelCase   			=     tokenizer.build_inputs_with_special_tokens(A_     )
											UpperCamelCase   			=     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 						UpperCAmelCase_    (       self     )->		Optional[Any]:







											'''simple docstring'''






											UpperCamelCase   			=     {'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=A_						,				model_name='microsoft/deberta-v2-xlarge'						,				revision='ad6e42c1532ddf3a15c39246b63f5559d558b670'						,				)






'''simple docstring'''
from __future__ import annotations

lowerCAmelCase					:    Union[str, Any]           = [-10, -5, 0, 5, 5.1, 11, 13, 21, 3, 4, -21, -10, -5, -1, 0]
lowerCAmelCase					:    List[str]           = [-5, 0, 5, 5.1, 11, 13, 21, -1, 4, -1, -10, -5, -1, 0, -1]







def 		A_(     A						:		list[float]):
							UpperCamelCase   			=     []
							UpperCamelCase   			=     len(A)

							for i in range(A):
														UpperCamelCase   			=     -1
														for j in range(i + 1		,     A):
																					if arr[i] < arr[j]:
																												UpperCamelCase   			=     arr[j]
																												break
														result.append(A)
							return result







def 		A_(     A						:		list[float]):
							UpperCamelCase   			=     []
							for i, outer in enumerate(A):
														UpperCamelCase   			=     -1
														for inner in arr[i + 1 :]:
																					if outer < inner:
																												UpperCamelCase   			=     inner
																												break
														result.append(A)
							return result







def 		A_(     A						:		list[float]):
							UpperCamelCase   			=     len(A)
							UpperCamelCase   			=     []
							UpperCamelCase   			=     [-1] * arr_size

							for index in reversed(range(A)):
														if stack:
																					while stack[-1] <= arr[index]:
																												stack.pop()
																												if not stack:
																																			break
														if stack:
																					UpperCamelCase   			=     stack[-1]
														stack.append(arr[index])
							return result


if __name__ == "__main__":
						from doctest import testmod
						from timeit import timeit

						testmod()
						print(next_greatest_element_slow(arr))
						print(next_greatest_element_fast(arr))
						print(next_greatest_element(arr))

						lowerCAmelCase					:    Optional[Any]           = (
						    'from __main__ import arr, next_greatest_element_slow, '
						    'next_greatest_element_fast, next_greatest_element'
						)
						print(
						    'next_greatest_element_slow():',
						    timeit('next_greatest_element_slow(arr)', setup=setup),
						)
						print(
						    'next_greatest_element_fast():',
						    timeit('next_greatest_element_fast(arr)', setup=setup),
						)
						print(
						    '     next_greatest_element():',
						    timeit('next_greatest_element(arr)', setup=setup),
						)




