






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		):
    SCREAMING_SNAKE_CASE						:					str						=			EsmTokenizer






    def        UpperCamelCase	(	self					:							int )					->		Tuple:
      super().setUp()
      lowerCamelCase_   					=						tempfile.mkdtemp()
      # fmt: off
      lowerCamelCase_   					=						["<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
      lowerCamelCase_   					=						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        UpperCamelCase	(	self					:							List[str]	,						**__SCREAMING_SNAKE_CASE					:							Any )					->		List[Any]:
      return [self.get_tokenizer(**__SCREAMING_SNAKE_CASE )]






    def        UpperCamelCase	(	self					:							Dict	,						**__SCREAMING_SNAKE_CASE					:							Dict )					->		int:
      return self.tokenizer_class.from_pretrained(self.tmpdirname	,						**__SCREAMING_SNAKE_CASE )






    def        UpperCamelCase	(	self					:							List[Any] )					->		str:
      lowerCamelCase_   					=						self.tokenizer_class(self.vocab_file )

      lowerCamelCase_   					=						tokenizer.tokenize('LAGVS' )
      self.assertListEqual(__SCREAMING_SNAKE_CASE	,						['L', 'A', 'G', 'V', 'S'] )
      self.assertListEqual(tokenizer.convert_tokens_to_ids(__SCREAMING_SNAKE_CASE )	,						[4, 5, 6, 7, 8] )






    def        UpperCamelCase	(	self					:							Dict )					->		Dict:
      lowerCamelCase_   					=						self.tokenizer_class(self.vocab_file )

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






    def        UpperCamelCase	(	self					:							int )					->		Union[str, Any]:
      lowerCamelCase_   					=						self.tokenizer_class(self.vocab_file )

      lowerCamelCase_   					=						["LAGVS", "WCB"]
      lowerCamelCase_   					=						tokenizer(__SCREAMING_SNAKE_CASE	,						padding=__SCREAMING_SNAKE_CASE )["input_ids"]

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






    def        UpperCamelCase	(	self					:							Optional[int] )					->		Optional[Any]:
      lowerCamelCase_   					=						self.tokenizer_class(self.vocab_file )

      lowerCamelCase_   					=						["LAGVS", "WCB"]
      lowerCamelCase_   					=						tokenizer(__SCREAMING_SNAKE_CASE	,						padding=__SCREAMING_SNAKE_CASE )["input_ids"]

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






    def        UpperCamelCase	(	self					:							Dict )					->		List[Any]:
      lowerCamelCase_   					=						self.get_tokenizers(fast=__SCREAMING_SNAKE_CASE )
      for tokenizer in tokenizers:
        with self.subTest(F'''{tokenizer.__class__.__name__}''' ):
          lowerCamelCase_   					=						"<unk>"
          lowerCamelCase_   					=						"<mask>"

          lowerCamelCase_   					=						tokenizer.tokenize(__SCREAMING_SNAKE_CASE )
          lowerCamelCase_   					=						tokenizer.tokenize(__SCREAMING_SNAKE_CASE )

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












"""simple docstring"""





def 					lowerCamelCase__	(							_lowerCamelCase	:		int = 1000			)				->    int:
  lowerCamelCase_   					=						0
  lowerCamelCase_   					=						(n - 1) // 3
  total += ((terms) * (6 + (terms - 1) * 3)) // 2  # total of an A.P.
  lowerCamelCase_   					=						(n - 1) // 5
  total += ((terms) * (10 + (terms - 1) * 5)) // 2
  lowerCamelCase_   					=						(n - 1) // 15
  total -= ((terms) * (30 + (terms - 1) * 15)) // 2
  return total


if __name__ == "__main__":
  print(F'''{solution() = }''')




