


import unittest

from transformers import AlbertTokenizer, AlbertTokenizerFast
from transformers.testing_utils import get_tests_dir, require_sentencepiece, require_tokenizers, slow

from ...test_tokenization_common import TokenizerTesterMixin


__UpperCamelCase    		=       get_tests_dir('fixtures/spiece.model')







@require_sentencepiece
@require_tokenizers
class        lowerCamelCase__	(							UpperCAmelCase					,	unittest.TestCase      ):






			"""simple docstring"""






			_UpperCamelCase		:					List[Any]    =		AlbertTokenizer
			_UpperCamelCase		:					List[Any]    =		AlbertTokenizerFast
			_UpperCamelCase		:					List[str]    =		True
			_UpperCamelCase		:					Any    =		True
			_UpperCamelCase		:					int    =		True




			def 				snake_case__				(							self     ):

						'''simple docstring'''


						super().setUp()

						# We have a SentencePiece fixture for testing
						UpperCamelCase__					=       AlbertTokenizer(snake_case     )
						tokenizer.save_pretrained(self.tmpdirname     )




			def 				snake_case__				(							self      ,						snake_case     ):

						'''simple docstring'''


						UpperCamelCase__					=       "this is a test"
						UpperCamelCase__					=       "this is a test"
						return input_text, output_text




			def 				snake_case__				(							self     ):

						'''simple docstring'''


						UpperCamelCase__					=       "<pad>"
						UpperCamelCase__					=       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 				snake_case__				(							self     ):

						'''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]      ,						"▁eloquent"     )
						self.assertEqual(len(snake_case     )      ,						30000     )




			def 				snake_case__				(							self     ):

						'''simple docstring'''


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




			def 				snake_case__				(							self     ):

						'''simple docstring'''


						if not self.test_rust_tokenizer:
									return

						UpperCamelCase__					=       self.get_tokenizer()
						UpperCamelCase__					=       self.get_rust_tokenizer()

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

						UpperCamelCase__					=       tokenizer.tokenize(snake_case     )
						UpperCamelCase__					=       rust_tokenizer.tokenize(snake_case     )
						self.assertListEqual(snake_case      ,						snake_case     )

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

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




			def 				snake_case__				(							self     ):

						'''simple docstring'''


						UpperCamelCase__					=       AlbertTokenizer(snake_case      ,						keep_accents=snake_case     )

						UpperCamelCase__					=       tokenizer.tokenize("This is a test"     )
						self.assertListEqual(snake_case      ,						["▁this", "▁is", "▁a", "▁test"]     )

						self.assertListEqual(tokenizer.convert_tokens_to_ids(snake_case     )      ,						[48, 25, 21, 1289]     )

						UpperCamelCase__					=       tokenizer.tokenize("I was born in 92000, and this is falsé."     )
						self.assertListEqual(
						    snake_case      ,						["▁i", "▁was", "▁born", "▁in", "▁9", "2000", ",", "▁and", "▁this", "▁is", "▁fal", "s", "é", "."]     )
						UpperCamelCase__					=       tokenizer.convert_tokens_to_ids(snake_case     )
						self.assertListEqual(snake_case      ,						[31, 23, 386, 19, 561, 3050, 15, 17, 48, 25, 8256, 18, 1, 9]     )

						UpperCamelCase__					=       tokenizer.convert_ids_to_tokens(snake_case     )
						self.assertListEqual(
						    snake_case      ,						["▁i", "▁was", "▁born", "▁in", "▁9", "2000", ",", "▁and", "▁this", "▁is", "▁fal", "s", "<unk>", "."]      ,						)




			def 				snake_case__				(							self     ):

						'''simple docstring'''


						UpperCamelCase__					=       AlbertTokenizer(snake_case     )

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

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

						assert encoded_sentence == [tokenizer.cls_token_id] + text + [tokenizer.sep_token_id]
						assert encoded_pair == [tokenizer.cls_token_id] + text + [tokenizer.sep_token_id] + text_a + [
						    tokenizer.sep_token_id
						]







			@slow
			def 				snake_case__				(							self     ):

						'''simple docstring'''


						UpperCamelCase__					=       {"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, 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], [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, 0, 0, 0, 0, 0]], "input_ids": [[2, 21970, 13, 5, 6092, 167, 28, 7103, 2153, 673, 8, 7028, 12051, 18, 17, 7103, 2153, 673, 8, 3515, 18684, 8, 4461, 6, 1927, 297, 8, 12060, 2607, 18, 13, 5, 4461, 15, 10538, 38, 8, 135, 15, 822, 58, 15, 993, 10363, 15, 1460, 8005, 4461, 15, 993, 255, 2328, 9, 9, 9, 6, 26, 1112, 816, 3260, 13, 5, 103, 2377, 6, 17, 1112, 816, 2782, 13, 5, 103, 10641, 6, 29, 84, 2512, 2430, 782, 18684, 2761, 19, 808, 2430, 2556, 17, 855, 1480, 9477, 4091, 128, 11712, 15, 7103, 2153, 673, 17, 24883, 9990, 9, 3], [2, 11502, 25, 1006, 20, 782, 8, 11809, 855, 1732, 19393, 18667, 37, 367, 21018, 69, 1854, 34, 11860, 19124, 27, 156, 225, 17, 193, 4141, 19, 65, 9124, 9, 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2, 14, 2231, 886, 2385, 17659, 84, 14, 16792, 1952, 9, 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 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="albert-base-v2"      ,						revision="6b6560eaf5ff2e250b00c50f380c5389a9c2d82e"      ,						)






def        UpperCamelCase_(				_A   :str  )->		int:
			UpperCamelCase__					=       hex_num.strip()
			if not hex_num:
						raise ValueError("No value was passed to the function"  )

			UpperCamelCase__					=       hex_num[0] == "-"
			if is_negative:
						UpperCamelCase__					=       hex_num[1:]

			try:
						UpperCamelCase__					=       int(_A				,     16  )
			except ValueError:
						raise ValueError("Invalid value was passed to the function"  )

			UpperCamelCase__					=       ""
			while int_num > 0:
						UpperCamelCase__					=       str(int_num % 2  ) + bin_str
						int_num >>= 1

			return int(("-" + bin_str) if is_negative else bin_str  )


if __name__ == "__main__":
						import doctest

						doctest.testmod()


