






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        _SCREAMING_SNAKE_CASE			(     unittest.TestCase ):
	snake_case__				:	int	      =    EsmTokenizer





	def 		_A					(						self							:   Any      ):
		super().setUp()
		UpperCamelCase	:Union[str, Any]		=      tempfile.mkdtemp()
		# fmt: off
		UpperCamelCase	:List[str]		=      ["<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
		UpperCamelCase	:Tuple		=      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							:   Union[str, Any]					,    **__lowerCamelCase							:   str      ):
		return [self.get_tokenizer(**__lowerCamelCase      )]





	def 		_A					(						self							:   int					,    **__lowerCamelCase							:   str      ):
		return self.tokenizer_class.from_pretrained(self.tmpdirname					,    **__lowerCamelCase      )





	def 		_A					(						self							:   Optional[Any]      ):
		UpperCamelCase	:Optional[Any]		=      self.tokenizer_class(self.vocab_file      )

		UpperCamelCase	:Optional[Any]		=      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							:   int      ):
		UpperCamelCase	:Tuple		=      self.tokenizer_class(self.vocab_file      )

		UpperCamelCase	:Union[str, Any]		=      """LAGVS"""
		self.assertListEqual(tokenizer.encode(__lowerCamelCase      )					,    [0, 4, 5, 6, 7, 8, 2]      )





	def 		_A					(						self							:   Tuple      ):
		UpperCamelCase	:Union[str, Any]		=      self.tokenizer_class(self.vocab_file      )

		UpperCamelCase	:Tuple		=      ["""LAGVS""", """WCB"""]
		UpperCamelCase	:Optional[Any]		=      tokenizer(__lowerCamelCase					,    padding=__lowerCamelCase      )["""input_ids"""]

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





	def 		_A					(						self							:   Union[str, Any]      ):
		UpperCamelCase	:Optional[Any]		=      self.tokenizer_class(self.vocab_file      )

		UpperCamelCase	:Any		=      ["""LAGVS""", """WCB"""]
		UpperCamelCase	:List[str]		=      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							:   List[Any]      ):
		UpperCamelCase	:List[str]		=      self.get_tokenizers(fast=__lowerCamelCase      )
		for tokenizer in tokenizers:
			with self.subTest(F"""{tokenizer.__class__.__name__}"""      ):
				UpperCamelCase	:List[Any]		=      """<unk>"""
				UpperCamelCase	:Tuple		=      """<mask>"""

				UpperCamelCase	:Any		=      tokenizer.tokenize(__lowerCamelCase      )
				UpperCamelCase	:str		=      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      )








class        _SCREAMING_SNAKE_CASE			:





	def __init__(						self							:   Union[str, Any]      ):
		UpperCamelCase	:Union[str, Any]		=      [0, 1]





	def 		_A					(						self							:   str					,    __lowerCamelCase							:   int      ):
		if (difference := index - (len(self.sequence      ) - 2)) >= 1:
			for _ in range(__lowerCamelCase      ):
				self.sequence.append(self.sequence[-1] + self.sequence[-2]      )
		return self.sequence[:index]

def   SCREAMING_SNAKE_CASE_				(				)						->     None:






	"""simple docstring"""



	print(
	    """Fibonacci Series Using Dynamic Programming\n"""      ,     """Enter the index of the Fibonacci number you want to calculate """      ,     """in the prompt below. (To exit enter exit or Ctrl-C)\n"""      ,     sep=""""""      ,     )
	UpperCamelCase	:Any		=      Fibonacci()

	while True:
		UpperCamelCase	:str		=      input(""">> """   )
		if prompt in {"exit", "quit"}:
			break

		try:
			UpperCamelCase	:int		=      int(__magic_name__   )
		except ValueError:
			print("""Enter a number or 'exit'"""   )
			continue

		print(fibonacci.get(__magic_name__   )   )


if __name__ == "__main__":
	main()
