
'''simple docstring'''



import os
import tempfile
import unittest
from typing import List

from transformers.models.esm.tokenization_esm import VOCAB_FILES_NAMES, EsmTokenizer
from transformers.testing_utils import require_tokenizers
from transformers.tokenization_utils import PreTrainedTokenizer
from transformers.tokenization_utils_base import PreTrainedTokenizerBase





@require_tokenizers
class      A							(    unittest.TestCase			):
			lowerCamelCase							:							Dict    						=					EsmTokenizer



			def A__	(   self    )     ->						List[str]:




									'''simple docstring'''



									super().setUp()
									lowercase__								=    tempfile.mkdtemp()
									# fmt: off
									lowercase__								=    ["<cls>", "<pad>", "<eos>", "<unk>", "L", "A", "G", "V", "S", "E", "R", "T", "I", "D", "P", "K", "Q", "N", "F", "Y", "M", "H", "W", "C", "X", "B", "U", "Z", "O", ".", "-", "<null_1>", "<mask>"]  # noqa: E501
									# fmt: on
									lowercase__								=    os.path.join(self.tmpdirname    ,       VOCAB_FILES_NAMES["""vocab_file"""]    )
									with open(self.vocab_file    ,       """w"""    ,       encoding="""utf-8"""    ) as vocab_writer:
															vocab_writer.write("""""".join([x + """\n""" for x in vocab_tokens]    )    )



			def A__	(   self    ,       **lowerCamelCase__    )     ->						List[PreTrainedTokenizerBase]:




									'''simple docstring'''



									return [self.get_tokenizer(**lowerCamelCase__    )]



			def A__	(   self    ,       **lowerCamelCase__    )     ->						PreTrainedTokenizer:




									'''simple docstring'''



									return self.tokenizer_class.from_pretrained(self.tmpdirname    ,       **lowerCamelCase__    )



			def A__	(   self    )     ->						str:




									'''simple docstring'''



									lowercase__								=    self.tokenizer_class(self.vocab_file    )

									lowercase__								=    tokenizer.tokenize("""LAGVS"""    )
									self.assertListEqual(lowerCamelCase__    ,       ["""L""", """A""", """G""", """V""", """S"""]    )
									self.assertListEqual(tokenizer.convert_tokens_to_ids(lowerCamelCase__    )    ,       [4, 5, 6, 7, 8]    )



			def A__	(   self    )     ->						Optional[Any]:




									'''simple docstring'''



									lowercase__								=    self.tokenizer_class(self.vocab_file    )

									lowercase__								=    """LAGVS"""
									self.assertListEqual(tokenizer.encode(lowerCamelCase__    )    ,       [0, 4, 5, 6, 7, 8, 2]    )



			def A__	(   self    )     ->						List[str]:




									'''simple docstring'''



									lowercase__								=    self.tokenizer_class(self.vocab_file    )

									lowercase__								=    ["""LAGVS""", """WCB"""]
									lowercase__								=    tokenizer(lowerCamelCase__    ,       padding=lowerCamelCase__    )["""input_ids"""]

									self.assertListEqual(lowerCamelCase__    ,       [[0, 4, 5, 6, 7, 8, 2], [0, 22, 23, 25, 2]]    )



			def A__	(   self    )     ->						Tuple:




									'''simple docstring'''



									lowercase__								=    self.tokenizer_class(self.vocab_file    )

									lowercase__								=    ["""LAGVS""", """WCB"""]
									lowercase__								=    tokenizer(lowerCamelCase__    ,       padding=lowerCamelCase__    )["""input_ids"""]

									self.assertListEqual(lowerCamelCase__    ,       [[0, 4, 5, 6, 7, 8, 2], [0, 22, 23, 25, 2, 1, 1]]    )



			def A__	(   self    )     ->						Union[str, Any]:




									'''simple docstring'''



									lowercase__								=    self.get_tokenizers(fast=lowerCamelCase__    )
									for tokenizer in tokenizers:
															with self.subTest(F'''{tokenizer.__class__.__name__}'''    ):
																					lowercase__								=    """<unk>"""
																					lowercase__								=    """<mask>"""

																					lowercase__								=    tokenizer.tokenize(lowerCamelCase__    )
																					lowercase__								=    tokenizer.tokenize(lowerCamelCase__    )

																					self.assertEqual(len(lowerCamelCase__    )    ,       1    )
																					self.assertEqual(len(lowerCamelCase__    )    ,       1    )
																					self.assertEqual(token_a[0]    ,       lowerCamelCase__    )
																					self.assertEqual(token_a[0]    ,       lowerCamelCase__    )








'''simple docstring'''



def 	_A						(							lowercase__		):
						return " ".join(sorted(set(sentence.split()		)		)		)


if __name__ == "__main__":
				import doctest

				doctest.testmod()






