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       =		get_tests_dir("fixtures/spiece.model")
@require_sentencepiece
@require_tokenizers
class     lowerCAmelCase_     (       __lowercase,  unittest.TestCase ):
							UpperCAmelCase				   =     DebertaVaTokenizer
							UpperCAmelCase				   =     DebertaVaTokenizerFast
							UpperCAmelCase				   =     True
							UpperCAmelCase				   =     True







							def  UpperCamelCase_						(   self      :     List[Any]		):
												super().setUp()

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







							def  UpperCamelCase_						(   self      :     Dict ,			_A      :     Union[str, Any]		):
												_UpperCamelCase			     =     '''this is a test'''
												_UpperCamelCase			     =     '''this is a test'''
												return input_text, output_text







							def  UpperCamelCase_						(   self      :     Optional[Any]		):
												_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      :     Any		):
												_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		) ,			3_0001		)







							def  UpperCamelCase_						(   self      :     List[Any]		):
												self.assertEqual(self.get_tokenizer().vocab_size ,			3_0000		)







							def  UpperCamelCase_						(   self      :     List[str]		):
												# fmt: off
												_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      :     Dict		):
												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]		):
												pass







							def  UpperCamelCase_						(   self      :     Dict		):
												# fmt: off
												_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[Any]		):
												# fmt: off
												_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      :     Dict		):
												# fmt: off
												_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      :     int		):
												# fmt: off
												_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      :     Tuple		):
												# fmt: off
												_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      :     List[str]		):
												_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      :     Dict		):
												_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		):
												_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]		):
												# fmt: off
												_UpperCamelCase			     =     {'''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 pytest

from datasets.splits import SplitDict, SplitInfo
from datasets.utils.py_utils import asdict





@pytest.mark.parametrize(
    'split_dict'       ,[
        SplitDict(),
        SplitDict({'train': SplitInfo(name='train'       ,num_bytes=1337       ,num_examples=42       ,dataset_name='my_dataset'     )}     ),
        SplitDict({'train': SplitInfo(name='train'       ,num_bytes=1337       ,num_examples=42     )}     ),
        SplitDict({'train': SplitInfo()}     ),
    ]       ,)
def 			lowerCamelCase(							SCREAMING_SNAKE_CASE_     )		->		List[str]:
			A_									= split_dict._to_yaml_list()
			assert len(SCREAMING_SNAKE_CASE_     ) == len(SCREAMING_SNAKE_CASE_     )
			A_									= SplitDict._from_yaml_list(SCREAMING_SNAKE_CASE_     )
			for split_name, split_info in split_dict.items():
						# dataset_name field is deprecated, and is therefore not part of the YAML dump
						A_									= None
						# the split name of split_dict takes over the name of the split info object
						A_									= split_name
			assert split_dict == reloaded






@pytest.mark.parametrize(
    'split_info'       ,[SplitInfo(), SplitInfo(dataset_name=SCREAMING_SNAKE_CASE_     ), SplitInfo(dataset_name='my_dataset'     )]     )
def 			lowerCamelCase(							SCREAMING_SNAKE_CASE_     )		->		Optional[Any]:
			# For backward compatibility, we need asdict(split_dict) to return split info dictrionaries with the "dataset_name"
			# field even if it's deprecated. This way old versionso of `datasets` can still reload dataset_infos.json files
			A_									= asdict(SplitDict({'train': split_info}     )     )
			assert "dataset_name" in split_dict_asdict["train"]
			assert split_dict_asdict["train"]["dataset_name"] == split_info.dataset_name




