

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







@require_sentencepiece
@require_tokenizers
class 				lowercase       ( lowercase_			,						unittest.TestCase    ):
				__SCREAMING_SNAKE_CASE      :				str     =    DebertaVaTokenizer
				__SCREAMING_SNAKE_CASE      :				Tuple     =    DebertaVaTokenizerFast
				__SCREAMING_SNAKE_CASE      :				Tuple     =    True
				__SCREAMING_SNAKE_CASE      :				Optional[Any]     =    True




				def 					a							(      self ):
											super().setUp()

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




				def 					a							(      self   ,     snake_case ):
											snake_case_           =					'this is a test'
											snake_case_           =					'this is a test'
											return input_text, output_text




				def 					a							(      self ):
											snake_case_           =					'<pad>'
											snake_case_           =					0

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




				def 					a							(      self ):
											snake_case_           =					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(snake_case )   ,     3_0001 )




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




				def 					a							(      self ):
											# fmt: off
											snake_case_           =					' \tHeLLo!how  \n Are yoU?  '
											snake_case_           =					['▁hello', '!', 'how', '▁are', '▁you', '?']
											# fmt: on

											snake_case_           =					DebertaVaTokenizer(snake_case   ,     do_lower_case=snake_case )
											snake_case_           =					tokenizer.convert_ids_to_tokens(tokenizer.encode(snake_case   ,     add_special_tokens=snake_case ) )

											self.assertListEqual(snake_case   ,     snake_case )

											snake_case_           =					DebertaVaTokenizerFast(snake_case   ,     do_lower_case=snake_case )
											snake_case_           =					rust_tokenizer.convert_ids_to_tokens(rust_tokenizer.encode(snake_case   ,     add_special_tokens=snake_case ) )

											self.assertListEqual(snake_case   ,     snake_case )




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




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




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

											snake_case_           =					DebertaVaTokenizer(snake_case   ,     split_by_punct=snake_case )
											snake_case_           =					tokenizer.convert_ids_to_tokens(tokenizer.encode(snake_case   ,     add_special_tokens=snake_case ) )

											self.assertListEqual(snake_case   ,     snake_case )

											snake_case_           =					DebertaVaTokenizerFast(snake_case   ,     split_by_punct=snake_case )
											snake_case_           =					rust_tokenizer.convert_ids_to_tokens(rust_tokenizer.encode(snake_case   ,     add_special_tokens=snake_case ) )

											self.assertListEqual(snake_case   ,     snake_case )




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

											snake_case_           =					DebertaVaTokenizer(snake_case   ,     do_lower_case=snake_case   ,     split_by_punct=snake_case )
											snake_case_           =					tokenizer.convert_ids_to_tokens(tokenizer.encode(snake_case   ,     add_special_tokens=snake_case ) )
											self.assertListEqual(snake_case   ,     snake_case )

											snake_case_           =					DebertaVaTokenizerFast(snake_case   ,     do_lower_case=snake_case   ,     split_by_punct=snake_case )
											snake_case_           =					rust_tokenizer.convert_ids_to_tokens(rust_tokenizer.encode(snake_case   ,     add_special_tokens=snake_case ) )
											self.assertListEqual(snake_case   ,     snake_case )




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

											snake_case_           =					DebertaVaTokenizer(snake_case   ,     do_lower_case=snake_case   ,     split_by_punct=snake_case )
											snake_case_           =					tokenizer.convert_ids_to_tokens(tokenizer.encode(snake_case   ,     add_special_tokens=snake_case ) )

											self.assertListEqual(snake_case   ,     snake_case )

											snake_case_           =					DebertaVaTokenizerFast(snake_case   ,     do_lower_case=snake_case   ,     split_by_punct=snake_case )
											snake_case_           =					rust_tokenizer.convert_ids_to_tokens(rust_tokenizer.encode(snake_case   ,     add_special_tokens=snake_case ) )

											self.assertListEqual(snake_case   ,     snake_case )




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

											snake_case_           =					DebertaVaTokenizer(snake_case   ,     do_lower_case=snake_case   ,     split_by_punct=snake_case )
											snake_case_           =					tokenizer.convert_ids_to_tokens(tokenizer.encode(snake_case   ,     add_special_tokens=snake_case ) )

											self.assertListEqual(snake_case   ,     snake_case )

											snake_case_           =					DebertaVaTokenizerFast(snake_case   ,     do_lower_case=snake_case   ,     split_by_punct=snake_case )
											snake_case_           =					rust_tokenizer.convert_ids_to_tokens(rust_tokenizer.encode(snake_case   ,     add_special_tokens=snake_case ) )

											self.assertListEqual(snake_case   ,     snake_case )




				def 					a							(      self ):
											# fmt: off
											snake_case_           =					' \tHeLLo!how  \n Are yoU?  '
											snake_case_           =					['▁', '<unk>', 'e', '<unk>', 'o', '!', 'how', '▁', '<unk>', 're', '▁yo', '<unk>', '?']
											# fmt: on

											snake_case_           =					DebertaVaTokenizer(snake_case   ,     do_lower_case=snake_case   ,     split_by_punct=snake_case )
											snake_case_           =					tokenizer.convert_ids_to_tokens(tokenizer.encode(snake_case   ,     add_special_tokens=snake_case ) )

											self.assertListEqual(snake_case   ,     snake_case )

											snake_case_           =					DebertaVaTokenizerFast(snake_case   ,     do_lower_case=snake_case   ,     split_by_punct=snake_case )
											snake_case_           =					rust_tokenizer.convert_ids_to_tokens(rust_tokenizer.encode(snake_case   ,     add_special_tokens=snake_case ) )

											self.assertListEqual(snake_case   ,     snake_case )




				def 					a							(      self ):
											snake_case_           =					self.get_tokenizer()
											snake_case_           =					self.get_rust_tokenizer()

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

											snake_case_           =					tokenizer.convert_ids_to_tokens(tokenizer.encode(snake_case   ,     add_special_tokens=snake_case ) )
											snake_case_           =					rust_tokenizer.convert_ids_to_tokens(rust_tokenizer.encode(snake_case   ,     add_special_tokens=snake_case ) )
											self.assertListEqual(snake_case   ,     snake_case )

											snake_case_           =					tokenizer.encode(snake_case   ,     add_special_tokens=snake_case )
											snake_case_           =					rust_tokenizer.encode(snake_case   ,     add_special_tokens=snake_case )
											self.assertListEqual(snake_case   ,     snake_case )

											snake_case_           =					self.get_rust_tokenizer()
											snake_case_           =					tokenizer.encode(snake_case )
											snake_case_           =					rust_tokenizer.encode(snake_case )
											self.assertListEqual(snake_case   ,     snake_case )




				def 					a							(      self ):
											snake_case_           =					'This is a test'
											snake_case_           =					[13, 1, 4398, 25, 21, 1289]
											snake_case_           =					['▁', 'T', 'his', '▁is', '▁a', '▁test']
											snake_case_           =					['▁', '<unk>', 'his', '▁is', '▁a', '▁test']

											snake_case_           =					DebertaVaTokenizer(snake_case   ,     keep_accents=snake_case )
											snake_case_           =					DebertaVaTokenizerFast(snake_case   ,     keep_accents=snake_case )

											snake_case_           =					tokenizer.encode(snake_case   ,     add_special_tokens=snake_case )
											self.assertListEqual(snake_case   ,     snake_case )
											snake_case_           =					tokenizer.tokenize(snake_case )
											self.assertListEqual(snake_case   ,     snake_case )
											snake_case_           =					tokenizer.convert_ids_to_tokens(snake_case )
											self.assertListEqual(snake_case   ,     snake_case )

											snake_case_           =					rust_tokenizer.encode(snake_case   ,     add_special_tokens=snake_case )
											self.assertListEqual(snake_case   ,     snake_case )
											snake_case_           =					rust_tokenizer.tokenize(snake_case )
											self.assertListEqual(snake_case   ,     snake_case )
											snake_case_           =					rust_tokenizer.convert_ids_to_tokens(snake_case )
											self.assertListEqual(snake_case   ,     snake_case )

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

											snake_case_           =					tokenizer.encode(snake_case   ,     add_special_tokens=snake_case )
											self.assertListEqual(snake_case   ,     snake_case )
											snake_case_           =					tokenizer.tokenize(snake_case )
											self.assertListEqual(snake_case   ,     snake_case )
											snake_case_           =					tokenizer.convert_ids_to_tokens(snake_case )
											self.assertListEqual(snake_case   ,     snake_case )

											snake_case_           =					rust_tokenizer.encode(snake_case   ,     add_special_tokens=snake_case )
											self.assertListEqual(snake_case   ,     snake_case )
											snake_case_           =					rust_tokenizer.tokenize(snake_case )
											self.assertListEqual(snake_case   ,     snake_case )
											snake_case_           =					rust_tokenizer.convert_ids_to_tokens(snake_case )
											self.assertListEqual(snake_case   ,     snake_case )




				def 					a							(      self ):
											snake_case_           =					DebertaVaTokenizer(snake_case )

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

											snake_case_           =					tokenizer.build_inputs_with_special_tokens(snake_case )
											snake_case_           =					tokenizer.build_inputs_with_special_tokens(snake_case   ,     snake_case )

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




				@slow
				def 					a							(      self ):
											# fmt: off
											snake_case_           =					{'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=snake_case   ,     model_name='microsoft/deberta-v2-xlarge'   ,     revision='ad6e42c1532ddf3a15c39246b63f5559d558b670'   ,     )







from __future__ import annotations

from collections import deque
from collections.abc import Sequence
from dataclasses import dataclass
from typing import Any







@dataclass
class 				lowercase       :
				__SCREAMING_SNAKE_CASE      :				int
				__SCREAMING_SNAKE_CASE      :				Node | None     =    None
				__SCREAMING_SNAKE_CASE      :				Node | None     =    None





def       __lowerCamelCase			(				):







							'''simple docstring'''






							snake_case_           =					Node(1   )
							snake_case_           =					Node(2   )
							snake_case_           =					Node(3   )
							snake_case_           =					Node(4   )
							snake_case_           =					Node(5   )
							return tree





def       __lowerCamelCase			(				UpperCamelCase__   ):







							'''simple docstring'''






							return [root.data, *preorder(root.left   ), *preorder(root.right   )] if root else []





def       __lowerCamelCase			(				UpperCamelCase__   ):







							'''simple docstring'''






							return postorder(root.left   ) + postorder(root.right   ) + [root.data] if root else []





def       __lowerCamelCase			(				UpperCamelCase__   ):







							'''simple docstring'''






							return [*inorder(root.left   ), root.data, *inorder(root.right   )] if root else []





def       __lowerCamelCase			(				UpperCamelCase__   ):







							'''simple docstring'''






							return (max(height(root.left   )     ,							height(root.right   )   ) + 1) if root else 0





def       __lowerCamelCase			(				UpperCamelCase__   ):







							'''simple docstring'''






							snake_case_           =					[]

							if root is None:
														return output

							snake_case_           =					deque([root]   )

							while process_queue:
														snake_case_           =					process_queue.popleft()
														output.append(node.data   )

														if node.left:
																					process_queue.append(node.left   )
														if node.right:
																					process_queue.append(node.right   )
							return output





def       __lowerCamelCase			(				UpperCamelCase__     ,							UpperCamelCase__   ):







							'''simple docstring'''






							snake_case_           =					[]

							def populate_output(UpperCamelCase__     ,							UpperCamelCase__   ) -> None:
														if not root:
																					return
														if level == 1:
																					output.append(root.data   )
														elif level > 1:
																					populate_output(root.left     ,							level - 1   )
																					populate_output(root.right     ,							level - 1   )

							populate_output(UpperCamelCase__     ,							UpperCamelCase__   )
							return output





def       __lowerCamelCase			(				UpperCamelCase__     ,							UpperCamelCase__   ):







							'''simple docstring'''






							snake_case_           =					[]

							def populate_output(UpperCamelCase__     ,							UpperCamelCase__   ) -> None:
														if root is None:
																					return
														if level == 1:
																					output.append(root.data   )
														elif level > 1:
																					populate_output(root.right     ,							level - 1   )
																					populate_output(root.left     ,							level - 1   )

							populate_output(UpperCamelCase__     ,							UpperCamelCase__   )
							return output





def       __lowerCamelCase			(				UpperCamelCase__   ):







							'''simple docstring'''






							if root is None:
														return []

							snake_case_           =					[]

							snake_case_           =					0
							snake_case_           =					height(UpperCamelCase__   )

							for h in range(1     ,							height_tree + 1   ):
														if not flag:
																					output.append(get_nodes_from_left_to_right(UpperCamelCase__     ,							UpperCamelCase__   )   )
																					snake_case_           =					1
														else:
																					output.append(get_nodes_from_right_to_left(UpperCamelCase__     ,							UpperCamelCase__   )   )
																					snake_case_           =					0

							return output





def       __lowerCamelCase			(				):  # Main function for testing.







							'''simple docstring'''






							snake_case_           =					make_tree()
							print(F'''In-order Traversal: {inorder(UpperCamelCase__   )}'''   )
							print(F'''Pre-order Traversal: {preorder(UpperCamelCase__   )}'''   )
							print(F'''Post-order Traversal: {postorder(UpperCamelCase__   )}'''     ,							'\n'   )

							print(F'''Height of Tree: {height(UpperCamelCase__   )}'''     ,							'\n'   )

							print('Complete Level Order Traversal: '   )
							print(level_order(UpperCamelCase__   )     ,							'\n'   )

							print('Level-wise order Traversal: '   )

							for level in range(1     ,							height(UpperCamelCase__   ) + 1   ):
														print(F'''Level {level}:'''     ,							get_nodes_from_left_to_right(UpperCamelCase__     ,							level=UpperCamelCase__   )   )

							print('\nZigZag order Traversal: '   )
							print(zigzag(UpperCamelCase__   )   )


if __name__ == "__main__":
					import doctest

					doctest.testmod()
					main()




