






"""simple docstring"""

from __future__ import annotations

from enum import Enum

class     A_				(   snake_case_	):
				UpperCAmelCase__										=					2_4
				UpperCAmelCase__										=					2_1
				UpperCAmelCase__										=					1_8
				UpperCAmelCase__										=					1_5
				UpperCAmelCase__										=					1_2
				UpperCAmelCase__										=					9
				UpperCAmelCase__										=					6
				UpperCAmelCase__										=					3
				UpperCAmelCase__										=					2
				UpperCAmelCase__										=					1
				UpperCAmelCase__										=					-1
				UpperCAmelCase__										=					-2
				UpperCAmelCase__										=					-3
				UpperCAmelCase__										=					-6
				UpperCAmelCase__										=					-9
				UpperCAmelCase__										=					-1_2
				UpperCAmelCase__										=					-1_5
				UpperCAmelCase__										=					-1_8
				UpperCAmelCase__										=					-2_1
				UpperCAmelCase__										=					-2_4





class     A_				(   snake_case_	):
				UpperCAmelCase__										=					8
				UpperCAmelCase__										=					7
				UpperCAmelCase__										=					6
				UpperCAmelCase__										=					5
				UpperCAmelCase__										=					4
				UpperCAmelCase__										=					3
				UpperCAmelCase__										=					2
				UpperCAmelCase__										=					1






def _lowerCAmelCase						(	__lowerCamelCase:float			,    __lowerCamelCase:str | SIUnit			,    __lowerCamelCase:str | SIUnit			,    ):

						'''simple docstring'''






						if isinstance(__lowerCamelCase			,    __lowerCamelCase ):
												__magic_name__      =  SIUnit[known_prefix.lower()]
						if isinstance(__lowerCamelCase			,    __lowerCamelCase ):
												__magic_name__      =  SIUnit[unknown_prefix.lower()]
						__magic_name__      =  known_amount * (
						    1_0 ** (known_prefix.value - unknown_prefix.value)
						)
						return unknown_amount






def _lowerCAmelCase						(	__lowerCamelCase:float			,    __lowerCamelCase:str | BinaryUnit			,    __lowerCamelCase:str | BinaryUnit			,    ):

						'''simple docstring'''






						if isinstance(__lowerCamelCase			,    __lowerCamelCase ):
												__magic_name__      =  BinaryUnit[known_prefix.lower()]
						if isinstance(__lowerCamelCase			,    __lowerCamelCase ):
												__magic_name__      =  BinaryUnit[unknown_prefix.lower()]
						__magic_name__      =  known_amount * (
						    2 ** ((known_prefix.value - unknown_prefix.value) * 1_0)
						)
						return unknown_amount


if __name__ == "__main__":
			import doctest

			doctest.testmod()











"""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	):
				UpperCAmelCase__										=					EsmTokenizer







				def      _snake_case       (				self				:    List[str]						)					->       Dict:
										super().setUp()
										__magic_name__      =  tempfile.mkdtemp()
										# fmt: off
										__magic_name__      =  ["<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
										__magic_name__      =  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      _snake_case       (				self				:    Optional[Any]    ,     **__lowerCamelCase				:    str						)					->       List[PreTrainedTokenizerBase]:
										return [self.get_tokenizer(**__lowerCamelCase						)]







				def      _snake_case       (				self				:    Dict    ,     **__lowerCamelCase				:    int						)					->       PreTrainedTokenizer:
										return self.tokenizer_class.from_pretrained(self.tmpdirname    ,     **__lowerCamelCase						)







				def      _snake_case       (				self				:    str						)					->       Optional[int]:
										__magic_name__      =  self.tokenizer_class(self.vocab_file						)

										__magic_name__      =  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      _snake_case       (				self				:    int						)					->       Dict:
										__magic_name__      =  self.tokenizer_class(self.vocab_file						)

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







				def      _snake_case       (				self				:    List[Any]						)					->       Tuple:
										__magic_name__      =  self.tokenizer_class(self.vocab_file						)

										__magic_name__      =  ["LAGVS", "WCB"]
										__magic_name__      =  tokenizer(__lowerCamelCase    ,     padding=__lowerCamelCase						)["input_ids"]

										self.assertListEqual(__lowerCamelCase    ,     [[0, 4, 5, 6, 7, 8, 2], [0, 2_2, 2_3, 2_5, 2]]						)







				def      _snake_case       (				self				:    Union[str, Any]						)					->       List[str]:
										__magic_name__      =  self.tokenizer_class(self.vocab_file						)

										__magic_name__      =  ["LAGVS", "WCB"]
										__magic_name__      =  tokenizer(__lowerCamelCase    ,     padding=__lowerCamelCase						)["input_ids"]

										self.assertListEqual(__lowerCamelCase    ,     [[0, 4, 5, 6, 7, 8, 2], [0, 2_2, 2_3, 2_5, 2, 1, 1]]						)







				def      _snake_case       (				self				:    Union[str, Any]						)					->       Dict:
										__magic_name__      =  self.get_tokenizers(fast=__lowerCamelCase						)
										for tokenizer in tokenizers:
																with self.subTest(f'''{tokenizer.__class__.__name__}'''						):
																						__magic_name__      =  "<unk>"
																						__magic_name__      =  "<mask>"

																						__magic_name__      =  tokenizer.tokenize(__lowerCamelCase						)
																						__magic_name__      =  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						)



