



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


lowercase_								=     get_tests_dir("""fixtures/spiece.model""")
@require_sentencepiece
@require_tokenizers
class 				_snake_case			(					lowercase__    ,	unittest.TestCase):
				UpperCamelCase__				:					List[str]     		=DebertaVaTokenizer
				UpperCamelCase__				:					Dict     		=DebertaVaTokenizerFast
				UpperCamelCase__				:					Dict     		=True
				UpperCamelCase__				:					Union[str, Any]     		=True




				def 							A__      (						self					:						List[str]						):
							super().setUp()

							# We have a SentencePiece fixture for testing
							lowercase__					  =				DebertaVaTokenizer(__lowercase,					unk_token="<unk>"						)
							tokenizer.save_pretrained(self.tmpdirname						)




				def 							A__      (						self					:						int,					__lowercase					:						Any						):
							lowercase__					  =				"this is a test"
							lowercase__					  =				"this is a test"
							return input_text, output_text




				def 							A__      (						self					:						List[Any]						):
							lowercase__					  =				"<pad>"
							lowercase__					  =				0

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




				def 							A__      (						self					:						Optional[Any]						):
							lowercase__					  =				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						),					3_0001						)




				def 							A__      (						self					:						Any						):
							self.assertEqual(self.get_tokenizer().vocab_size,					3_0000						)




				def 							A__      (						self					:						List[Any]						):
							# fmt: off
							lowercase__					  =				" \tHeLLo!how  \n Are yoU?  "
							lowercase__					  =				["▁hello", "!", "how", "▁are", "▁you", "?"]
							# fmt: on

							lowercase__					  =				DebertaVaTokenizer(__lowercase,					do_lower_case=__lowercase						)
							lowercase__					  =				tokenizer.convert_ids_to_tokens(tokenizer.encode(__lowercase,					add_special_tokens=__lowercase						)						)

							self.assertListEqual(__lowercase,					__lowercase						)

							lowercase__					  =				DebertaVaTokenizerFast(__lowercase,					do_lower_case=__lowercase						)
							lowercase__					  =				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 							A__      (						self					:						int						):
							pass




				@unittest.skip("There is an inconsistency between slow and fast tokenizer due to a bug in the fast one."						)
				def 							A__      (						self					:						Optional[int]						):
							pass




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

							lowercase__					  =				DebertaVaTokenizer(__lowercase,					split_by_punct=__lowercase						)
							lowercase__					  =				tokenizer.convert_ids_to_tokens(tokenizer.encode(__lowercase,					add_special_tokens=__lowercase						)						)

							self.assertListEqual(__lowercase,					__lowercase						)

							lowercase__					  =				DebertaVaTokenizerFast(__lowercase,					split_by_punct=__lowercase						)
							lowercase__					  =				rust_tokenizer.convert_ids_to_tokens(rust_tokenizer.encode(__lowercase,					add_special_tokens=__lowercase						)						)

							self.assertListEqual(__lowercase,					__lowercase						)




				def 							A__      (						self					:						Union[str, Any]						):
							# fmt: off
							lowercase__					  =				"I was born in 92000, and this is falsé."
							lowercase__					  =				["▁i", "▁was", "▁born", "▁in", "▁9", "2000", "▁", ",", "▁and", "▁this", "▁is", "▁fal", "s", "<unk>", "▁", ".", ]
							# fmt: on

							lowercase__					  =				DebertaVaTokenizer(__lowercase,					do_lower_case=__lowercase,					split_by_punct=__lowercase						)
							lowercase__					  =				tokenizer.convert_ids_to_tokens(tokenizer.encode(__lowercase,					add_special_tokens=__lowercase						)						)
							self.assertListEqual(__lowercase,					__lowercase						)

							lowercase__					  =				DebertaVaTokenizerFast(__lowercase,					do_lower_case=__lowercase,					split_by_punct=__lowercase						)
							lowercase__					  =				rust_tokenizer.convert_ids_to_tokens(rust_tokenizer.encode(__lowercase,					add_special_tokens=__lowercase						)						)
							self.assertListEqual(__lowercase,					__lowercase						)




				def 							A__      (						self					:						Optional[Any]						):
							# fmt: off
							lowercase__					  =				"I was born in 92000, and this is falsé."
							lowercase__					  =				["▁i", "▁was", "▁born", "▁in", "▁9", "2000", ",", "▁and", "▁this", "▁is", "▁fal", "s", "<unk>", ".", ]
							# fmt: on

							lowercase__					  =				DebertaVaTokenizer(__lowercase,					do_lower_case=__lowercase,					split_by_punct=__lowercase						)
							lowercase__					  =				tokenizer.convert_ids_to_tokens(tokenizer.encode(__lowercase,					add_special_tokens=__lowercase						)						)

							self.assertListEqual(__lowercase,					__lowercase						)

							lowercase__					  =				DebertaVaTokenizerFast(__lowercase,					do_lower_case=__lowercase,					split_by_punct=__lowercase						)
							lowercase__					  =				rust_tokenizer.convert_ids_to_tokens(rust_tokenizer.encode(__lowercase,					add_special_tokens=__lowercase						)						)

							self.assertListEqual(__lowercase,					__lowercase						)




				def 							A__      (						self					:						int						):
							# fmt: off
							lowercase__					  =				"I was born in 92000, and this is falsé."
							lowercase__					  =				["▁", "<unk>", "▁was", "▁born", "▁in", "▁9", "2000", "▁", ",", "▁and", "▁this", "▁is", "▁fal", "s", "<unk>", "▁", ".", ]
							# fmt: on

							lowercase__					  =				DebertaVaTokenizer(__lowercase,					do_lower_case=__lowercase,					split_by_punct=__lowercase						)
							lowercase__					  =				tokenizer.convert_ids_to_tokens(tokenizer.encode(__lowercase,					add_special_tokens=__lowercase						)						)

							self.assertListEqual(__lowercase,					__lowercase						)

							lowercase__					  =				DebertaVaTokenizerFast(__lowercase,					do_lower_case=__lowercase,					split_by_punct=__lowercase						)
							lowercase__					  =				rust_tokenizer.convert_ids_to_tokens(rust_tokenizer.encode(__lowercase,					add_special_tokens=__lowercase						)						)

							self.assertListEqual(__lowercase,					__lowercase						)




				def 							A__      (						self					:						Optional[Any]						):
							# fmt: off
							lowercase__					  =				" \tHeLLo!how  \n Are yoU?  "
							lowercase__					  =				["▁", "<unk>", "e", "<unk>", "o", "!", "how", "▁", "<unk>", "re", "▁yo", "<unk>", "?"]
							# fmt: on

							lowercase__					  =				DebertaVaTokenizer(__lowercase,					do_lower_case=__lowercase,					split_by_punct=__lowercase						)
							lowercase__					  =				tokenizer.convert_ids_to_tokens(tokenizer.encode(__lowercase,					add_special_tokens=__lowercase						)						)

							self.assertListEqual(__lowercase,					__lowercase						)

							lowercase__					  =				DebertaVaTokenizerFast(__lowercase,					do_lower_case=__lowercase,					split_by_punct=__lowercase						)
							lowercase__					  =				rust_tokenizer.convert_ids_to_tokens(rust_tokenizer.encode(__lowercase,					add_special_tokens=__lowercase						)						)

							self.assertListEqual(__lowercase,					__lowercase						)




				def 							A__      (						self					:						Any						):
							lowercase__					  =				self.get_tokenizer()
							lowercase__					  =				self.get_rust_tokenizer()

							lowercase__					  =				"I was born in 92000, and this is falsé."

							lowercase__					  =				tokenizer.convert_ids_to_tokens(tokenizer.encode(__lowercase,					add_special_tokens=__lowercase						)						)
							lowercase__					  =				rust_tokenizer.convert_ids_to_tokens(rust_tokenizer.encode(__lowercase,					add_special_tokens=__lowercase						)						)
							self.assertListEqual(__lowercase,					__lowercase						)

							lowercase__					  =				tokenizer.encode(__lowercase,					add_special_tokens=__lowercase						)
							lowercase__					  =				rust_tokenizer.encode(__lowercase,					add_special_tokens=__lowercase						)
							self.assertListEqual(__lowercase,					__lowercase						)

							lowercase__					  =				self.get_rust_tokenizer()
							lowercase__					  =				tokenizer.encode(__lowercase						)
							lowercase__					  =				rust_tokenizer.encode(__lowercase						)
							self.assertListEqual(__lowercase,					__lowercase						)




				def 							A__      (						self					:						Optional[int]						):
							lowercase__					  =				"This is a test"
							lowercase__					  =				[13, 1, 4398, 25, 21, 1289]
							lowercase__					  =				["▁", "T", "his", "▁is", "▁a", "▁test"]
							lowercase__					  =				["▁", "<unk>", "his", "▁is", "▁a", "▁test"]

							lowercase__					  =				DebertaVaTokenizer(__lowercase,					keep_accents=__lowercase						)
							lowercase__					  =				DebertaVaTokenizerFast(__lowercase,					keep_accents=__lowercase						)

							lowercase__					  =				tokenizer.encode(__lowercase,					add_special_tokens=__lowercase						)
							self.assertListEqual(__lowercase,					__lowercase						)
							lowercase__					  =				tokenizer.tokenize(__lowercase						)
							self.assertListEqual(__lowercase,					__lowercase						)
							lowercase__					  =				tokenizer.convert_ids_to_tokens(__lowercase						)
							self.assertListEqual(__lowercase,					__lowercase						)

							lowercase__					  =				rust_tokenizer.encode(__lowercase,					add_special_tokens=__lowercase						)
							self.assertListEqual(__lowercase,					__lowercase						)
							lowercase__					  =				rust_tokenizer.tokenize(__lowercase						)
							self.assertListEqual(__lowercase,					__lowercase						)
							lowercase__					  =				rust_tokenizer.convert_ids_to_tokens(__lowercase						)
							self.assertListEqual(__lowercase,					__lowercase						)

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

							lowercase__					  =				tokenizer.encode(__lowercase,					add_special_tokens=__lowercase						)
							self.assertListEqual(__lowercase,					__lowercase						)
							lowercase__					  =				tokenizer.tokenize(__lowercase						)
							self.assertListEqual(__lowercase,					__lowercase						)
							lowercase__					  =				tokenizer.convert_ids_to_tokens(__lowercase						)
							self.assertListEqual(__lowercase,					__lowercase						)

							lowercase__					  =				rust_tokenizer.encode(__lowercase,					add_special_tokens=__lowercase						)
							self.assertListEqual(__lowercase,					__lowercase						)
							lowercase__					  =				rust_tokenizer.tokenize(__lowercase						)
							self.assertListEqual(__lowercase,					__lowercase						)
							lowercase__					  =				rust_tokenizer.convert_ids_to_tokens(__lowercase						)
							self.assertListEqual(__lowercase,					__lowercase						)




				def 							A__      (						self					:						List[Any]						):
							lowercase__					  =				DebertaVaTokenizer(__lowercase						)

							lowercase__					  =				tokenizer.encode("sequence builders"						)
							lowercase__					  =				tokenizer.encode("multi-sequence build"						)

							lowercase__					  =				tokenizer.build_inputs_with_special_tokens(__lowercase						)
							lowercase__					  =				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 							A__      (						self					:						str						):
							# fmt: off
							lowercase__					  =				{"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=__lowercase,					model_name="microsoft/deberta-v2-xlarge",					revision="ad6e42c1532ddf3a15c39246b63f5559d558b670",					)









# Copyright 2023 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#     http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.

from typing import TYPE_CHECKING

from ...utils import OptionalDependencyNotAvailable, _LazyModule, is_torch_available


lowercase_								=     {
    """configuration_xmod""": [
        """XMOD_PRETRAINED_CONFIG_ARCHIVE_MAP""",
        """XmodConfig""",
        """XmodOnnxConfig""",
    ],
}

try:
							if not is_torch_available():
														raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
							pass
else:
							lowercase_								=     [
							    """XMOD_PRETRAINED_MODEL_ARCHIVE_LIST""",
							    """XmodForCausalLM""",
							    """XmodForMaskedLM""",
							    """XmodForMultipleChoice""",
							    """XmodForQuestionAnswering""",
							    """XmodForSequenceClassification""",
							    """XmodForTokenClassification""",
							    """XmodModel""",
							    """XmodPreTrainedModel""",
							]

if TYPE_CHECKING:
							from .configuration_xmod import XMOD_PRETRAINED_CONFIG_ARCHIVE_MAP, XmodConfig, XmodOnnxConfig

							try:
														if not is_torch_available():
																					raise OptionalDependencyNotAvailable()
							except OptionalDependencyNotAvailable:
														pass
							else:
														from .modeling_xmod import (
														    XMOD_PRETRAINED_MODEL_ARCHIVE_LIST,
														    XmodForCausalLM,
														    XmodForMaskedLM,
														    XmodForMultipleChoice,
														    XmodForQuestionAnswering,
														    XmodForSequenceClassification,
														    XmodForTokenClassification,
														    XmodModel,
														    XmodPreTrainedModel,
														)

else:
							import sys

							lowercase_								=     _LazyModule(__name__, globals()["""__file__"""], _import_structure, module_spec=__spec__)




