




"""simple docstring"""







import unittest

from transformers import BigBirdTokenizer, BigBirdTokenizerFast
from transformers.testing_utils import get_tests_dir, require_sentencepiece, require_tokenizers, require_torch, slow
from transformers.utils import cached_property

from ...test_tokenization_common import TokenizerTesterMixin


__A   :  Optional[Any]					=      '▁'

__A   :  Union[str, Any]					=      get_tests_dir('fixtures/test_sentencepiece.model')




@require_sentencepiece
@require_tokenizers
class       lowerCAmelCase__       (			lowercase__  ,			unittest.TestCase    ):


				"""simple docstring"""





				__UpperCAmelCase :     Union[str, Any]       =      BigBirdTokenizer
				__UpperCAmelCase :     str       =      BigBirdTokenizerFast
				__UpperCAmelCase :     Optional[Any]       =      True
				__UpperCAmelCase :     Optional[int]       =      True



				def       snake_case    (     self					:	Any						):
						super().setUp()

						__lowercase				:		Optional[int]												=				self.tokenizer_class(UpperCAmelCase__    ,   keep_accents=UpperCAmelCase__						)
						tokenizer.save_pretrained(self.tmpdirname						)



				def       snake_case    (     self					:	int						):
						__lowercase				:		Optional[int]												=				'''<s>'''
						__lowercase				:		int												=				1

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



				def       snake_case    (     self					:	Optional[int]						):
						__lowercase				:		Dict												=				list(self.get_tokenizer().get_vocab().keys()						)

						self.assertEqual(vocab_keys[0]    ,   "<unk>"						)
						self.assertEqual(vocab_keys[1]    ,   "<s>"						)
						self.assertEqual(vocab_keys[-1]    ,   "[MASK]"						)
						self.assertEqual(len(UpperCAmelCase__						)    ,   1_0_0_4						)



				def       snake_case    (     self					:	Optional[int]						):
						self.assertEqual(self.get_tokenizer().vocab_size    ,   1_0_0_0						)



				def       snake_case    (     self					:	Optional[Any]						):
						if not self.test_rust_tokenizer:
								return

						__lowercase				:		Optional[int]												=				self.get_tokenizer()
						__lowercase				:		Any												=				self.get_rust_tokenizer()

						__lowercase				:		int												=				'''I was born in 92000, and this is falsé.'''

						__lowercase				:		List[str]												=				tokenizer.tokenize(UpperCAmelCase__						)
						__lowercase				:		Dict												=				rust_tokenizer.tokenize(UpperCAmelCase__						)
						self.assertListEqual(UpperCAmelCase__    ,   UpperCAmelCase__						)

						__lowercase				:		str												=				tokenizer.encode(UpperCAmelCase__    ,   add_special_tokens=UpperCAmelCase__						)
						__lowercase				:		Union[str, Any]												=				rust_tokenizer.encode(UpperCAmelCase__    ,   add_special_tokens=UpperCAmelCase__						)
						self.assertListEqual(UpperCAmelCase__    ,   UpperCAmelCase__						)

						__lowercase				:		Optional[Any]												=				self.get_rust_tokenizer()
						__lowercase				:		Optional[Any]												=				tokenizer.encode(UpperCAmelCase__						)
						__lowercase				:		Union[str, Any]												=				rust_tokenizer.encode(UpperCAmelCase__						)
						self.assertListEqual(UpperCAmelCase__    ,   UpperCAmelCase__						)



				def       snake_case    (     self					:	Any						):
						__lowercase				:		Tuple												=				BigBirdTokenizer(UpperCAmelCase__    ,   keep_accents=UpperCAmelCase__						)

						__lowercase				:		Tuple												=				tokenizer.tokenize("This is a test"						)
						self.assertListEqual(UpperCAmelCase__    ,   ["▁This", "▁is", "▁a", "▁t", "est"]						)

						self.assertListEqual(
						    tokenizer.convert_tokens_to_ids(UpperCAmelCase__						)    ,   [2_8_5, 4_6, 1_0, 1_7_0, 3_8_2]    ,   )

						__lowercase				:		Tuple												=				tokenizer.tokenize("I was born in 92000, and this is falsé."						)
						self.assertListEqual(
						    UpperCAmelCase__    ,   [
						        SPIECE_UNDERLINE + "I",
						        SPIECE_UNDERLINE + "was",
						        SPIECE_UNDERLINE + "b",
						        "or",
						        "n",
						        SPIECE_UNDERLINE + "in",
						        SPIECE_UNDERLINE + "",
						        "9",
						        "2",
						        "0",
						        "0",
						        "0",
						        ",",
						        SPIECE_UNDERLINE + "and",
						        SPIECE_UNDERLINE + "this",
						        SPIECE_UNDERLINE + "is",
						        SPIECE_UNDERLINE + "f",
						        "al",
						        "s",
						        "é",
						        ".",
						    ]    ,   )
						__lowercase				:		Any												=				tokenizer.convert_tokens_to_ids(UpperCAmelCase__						)
						self.assertListEqual(
						    UpperCAmelCase__    ,   [8, 2_1, 8_4, 5_5, 2_4, 1_9, 7, 0, 6_0_2, 3_4_7, 3_4_7, 3_4_7, 3, 1_2, 6_6, 4_6, 7_2, 8_0, 6, 0, 4]    ,   )

						__lowercase				:		List[Any]												=				tokenizer.convert_ids_to_tokens(UpperCAmelCase__						)
						self.assertListEqual(
						    UpperCAmelCase__    ,   [
						        SPIECE_UNDERLINE + "I",
						        SPIECE_UNDERLINE + "was",
						        SPIECE_UNDERLINE + "b",
						        "or",
						        "n",
						        SPIECE_UNDERLINE + "in",
						        SPIECE_UNDERLINE + "",
						        "<unk>",
						        "2",
						        "0",
						        "0",
						        "0",
						        ",",
						        SPIECE_UNDERLINE + "and",
						        SPIECE_UNDERLINE + "this",
						        SPIECE_UNDERLINE + "is",
						        SPIECE_UNDERLINE + "f",
						        "al",
						        "s",
						        "<unk>",
						        ".",
						    ]    ,   )



				@cached_property
				def       snake_case    (     self					:	str						):
						return BigBirdTokenizer.from_pretrained("google/bigbird-roberta-base"						)



				@slow
				def       snake_case    (     self					:	Union[str, Any]						):
						__lowercase				:		str												=				'''Hello World!'''
						__lowercase				:		Union[str, Any]												=				[6_5, 1_8_5_3_6, 2_2_6_0, 1_0_1, 6_6]

						self.assertListEqual(UpperCAmelCase__    ,   self.big_tokenizer.encode(UpperCAmelCase__						)						)



				@slow
				def       snake_case    (     self					:	List[str]						):
						__lowercase				:		int												=				(
						    '''This is a very long text with a lot of weird characters, such as: . , ~ ? ( ) " [ ] ! : - . Also we will'''
						    ''' add words that should not exsist and be tokenized to <unk>, such as saoneuhaoesuth'''
						)
						# fmt: off
						__lowercase				:		Tuple												=				[6_5, 8_7_1, 4_1_9, 3_5_8, 9_4_6, 9_9_1, 2_5_2_1, 4_5_2, 3_5_8, 1_3_5_7, 3_8_7, 7_7_5_1, 3_5_3_6, 1_1_2, 9_8_5, 4_5_6, 1_2_6, 8_6_5, 9_3_8, 5_4_0_0, 5_7_3_4, 4_5_8, 1_3_6_8, 4_6_7, 7_8_6, 2_4_6_2, 5_2_4_6, 1_1_5_9, 6_3_3, 8_6_5, 4_5_1_9, 4_5_7, 5_8_2, 8_5_2, 2_5_5_7, 4_2_7, 9_1_6, 5_0_8, 4_0_5, 3_4_3_2_4, 4_9_7, 3_9_1, 4_0_8, 1_1_3_4_2, 1_2_4_4, 3_8_5, 1_0_0, 9_3_8, 9_8_5, 4_5_6, 5_7_4, 3_6_2, 1_2_5_9_7, 3_2_0_0, 3_1_2_9, 1_1_7_2, 6_6]  # noqa: E231
						# fmt: on
						self.assertListEqual(UpperCAmelCase__    ,   self.big_tokenizer.encode(UpperCAmelCase__						)						)



				@require_torch
				@slow
				def       snake_case    (     self					:	Optional[int]						):
						import torch

						from transformers import BigBirdConfig, BigBirdModel

						# Build sequence
						__lowercase				:		List[str]												=				list(self.big_tokenizer.get_vocab().keys()						)[:1_0]
						__lowercase				:		Dict												=				''' '''.join(UpperCAmelCase__						)
						__lowercase				:		Union[str, Any]												=				self.big_tokenizer.encode_plus(UpperCAmelCase__    ,   return_tensors="pt"    ,   return_token_type_ids=UpperCAmelCase__						)
						__lowercase				:		Dict												=				self.big_tokenizer.batch_encode_plus(
						    [sequence + " " + sequence]    ,   return_tensors="pt"    ,   return_token_type_ids=UpperCAmelCase__						)

						__lowercase				:		Optional[int]												=				BigBirdConfig(attention_type="original_full"						)
						__lowercase				:		Dict												=				BigBirdModel(UpperCAmelCase__						)

						assert model.get_input_embeddings().weight.shape[0] >= self.big_tokenizer.vocab_size

						with torch.no_grad():
								model(**UpperCAmelCase__						)
								model(**UpperCAmelCase__						)



				@slow
				def       snake_case    (     self					:	Tuple						):
						__lowercase				:		Union[str, Any]												=				BigBirdTokenizer.from_pretrained("google/bigbird-roberta-base"						)
						__lowercase				:		Dict												=				tokenizer.decode(tokenizer("Paris is the [MASK]."						).input_ids						)

						self.assertTrue(decoded_text == "[CLS] Paris is the[MASK].[SEP]"						)



				@slow
				def       snake_case    (     self					:	int						):
						__lowercase				:		str												=				{'''input_ids''': [[6_5, 3_9_2_8_6, 4_5_8, 3_6_3_3_5, 2_0_0_1, 4_5_6, 1_3_0_7_3, 1_3_2_6_6, 4_5_5, 1_1_3, 7_7_4_6, 1_7_4_1, 1_1_1_5_7, 3_9_1, 1_3_0_7_3, 1_3_2_6_6, 4_5_5, 1_1_3, 3_9_6_7, 3_5_4_1_2, 1_1_3, 4_9_3_6, 1_0_9, 3_8_7_0, 2_3_7_7, 1_1_3, 3_0_0_8_4, 4_5_7_2_0, 4_5_8, 1_3_4, 1_7_4_9_6, 1_1_2, 5_0_3, 1_1_6_7_2, 1_1_3, 1_1_8, 1_1_2, 5_6_6_5, 1_3_3_4_7, 3_8_6_8_7, 1_1_2, 1_4_9_6, 3_1_3_8_9, 1_1_2, 3_2_6_8, 4_7_2_6_4, 1_3_4, 9_6_2, 1_1_2, 1_6_3_7_7, 8_0_3_5, 2_3_1_3_0, 4_3_0, 1_2_1_6_9, 1_5_5_1_8, 2_8_5_9_2, 4_5_8, 1_4_6, 4_1_6_9_7, 1_0_9, 3_9_1, 1_2_1_6_9, 1_5_5_1_8, 1_6_6_8_9, 4_5_8, 1_4_6, 4_1_3_5_8, 1_0_9, 4_5_2, 7_2_6, 4_0_3_4, 1_1_1, 7_6_3, 3_5_4_1_2, 5_0_8_2, 3_8_8, 1_9_0_3, 1_1_1, 9_0_5_1, 3_9_1, 2_8_7_0, 4_8_9_1_8, 1_9_0_0, 1_1_2_3, 5_5_0, 9_9_8, 1_1_2, 9_5_8_6, 1_5_9_8_5, 4_5_5, 3_9_1, 4_1_0, 2_2_9_5_5, 3_7_6_3_6, 1_1_4, 6_6], [6_5, 4_4_8, 1_7_4_9_6, 4_1_9, 3_6_6_3, 3_8_5, 7_6_3, 1_1_3, 2_7_5_3_3, 2_8_7_0, 3_2_8_3, 1_3_0_4_3, 1_6_3_9, 2_4_7_1_3, 5_2_3, 6_5_6, 2_4_0_1_3, 1_8_5_5_0, 2_5_2_1, 5_1_7, 2_7_0_1_4, 2_1_2_4_4, 4_2_0, 1_2_1_2, 1_4_6_5, 3_9_1, 9_2_7, 4_8_3_3, 3_8_8, 5_7_8, 1_1_7_8_6, 1_1_4, 6_6, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [6_5, 4_8_4, 2_1_6_9, 7_6_8_7, 2_1_9_3_2, 1_8_1_4_6, 7_2_6, 3_6_3, 1_7_0_3_2, 3_3_9_1, 1_1_4, 6_6, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 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, 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, 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, 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="google/bigbird-roberta-base"    ,   revision="215c99f1600e06f83acce68422f2035b2b5c3510"    ,   )










"""simple docstring"""







class       lowerCAmelCase__       :


				"""simple docstring"""





				def __init__(     self					:	int    ,   lowercase__					:	List[Any]						):
						__lowercase				:		Tuple												=				val
						__lowercase				:		Optional[Any]												=				None
						__lowercase				:		Tuple												=				None



				def       snake_case    (     self					:	Optional[Any]    ,   lowercase__					:	List[str]						):
						if self.val:
								if val < self.val:
										if self.left is None:
												__lowercase				:		Tuple												=				Node(lowercase__						)
										else:
												self.left.insert(lowercase__						)
								elif val > self.val:
										if self.right is None:
												__lowercase				:		Any												=				Node(lowercase__						)
										else:
												self.right.insert(lowercase__						)
						else:
								__lowercase				:		Optional[Any]												=				val





def 						snake_case__       (					_lowerCamelCase,  _lowerCamelCase				)			->Any:






		"""simple docstring"""


		if root:
				inorder(root.left,  _lowerCamelCase				)
				res.append(root.val				)
				inorder(root.right,  _lowerCamelCase				)

def 						snake_case__       (					_lowerCamelCase				)			->Optional[Any]:






		"""simple docstring"""


		if len(_lowerCamelCase				) == 0:
				return arr
		__lowercase				:		int												=				Node(arr[0]				)
		for i in range(1,  len(_lowerCamelCase				)				):
				root.insert(arr[i]				)
		# Traverse BST in order.
		__lowercase				:		Tuple												=				[]
		inorder(_lowerCamelCase,  _lowerCamelCase				)
		return res


if __name__ == "__main__":
						print(tree_sort([1_0, 1, 3, 2, 9, 1_4, 1_3]))
