

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 _UpperCamelCase							(							unittest.TestCase				):
			'''simple docstring'''







			lowerCamelCase__          =EsmTokenizer
			def 							__UpperCamelCase	(     self							:	List[Any]		)							->    List[Any]:

				"""simple docstring"""

				super().setUp()
				SCREAMING_SNAKE_CASE				: List[str]			       =    tempfile.mkdtemp()
				# fmt: off
				SCREAMING_SNAKE_CASE				: 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
				SCREAMING_SNAKE_CASE				: Optional[int]			       =    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							:	Union[str, Any] , **a							:	Optional[Any]		)							->    List[PreTrainedTokenizerBase]:

				"""simple docstring"""

				return [self.get_tokenizer(**a		)]
			def 							__UpperCamelCase	(     self							:	int , **a							:	str		)							->    PreTrainedTokenizer:

				"""simple docstring"""

				return self.tokenizer_class.from_pretrained(self.tmpdirname , **a		)
			def 							__UpperCamelCase	(     self							:	str		)							->    List[str]:

				"""simple docstring"""

				SCREAMING_SNAKE_CASE				: List[Any]			       =    self.tokenizer_class(self.vocab_file		)

				SCREAMING_SNAKE_CASE				: int			       =    tokenizer.tokenize("LAGVS"		)
				self.assertListEqual(a , ["L", "A", "G", "V", "S"]		)
				self.assertListEqual(tokenizer.convert_tokens_to_ids(a		) , [4, 5, 6, 7, 8]		)
			def 							__UpperCamelCase	(     self							:	Optional[int]		)							->    Tuple:

				"""simple docstring"""

				SCREAMING_SNAKE_CASE				: int			       =    self.tokenizer_class(self.vocab_file		)

				SCREAMING_SNAKE_CASE				: Optional[int]			       =    "LAGVS"
				self.assertListEqual(tokenizer.encode(a		) , [0, 4, 5, 6, 7, 8, 2]		)
			def 							__UpperCamelCase	(     self							:	Any		)							->    Union[str, Any]:

				"""simple docstring"""

				SCREAMING_SNAKE_CASE				: Dict			       =    self.tokenizer_class(self.vocab_file		)

				SCREAMING_SNAKE_CASE				: Optional[Any]			       =    ["LAGVS", "WCB"]
				SCREAMING_SNAKE_CASE				: int			       =    tokenizer(a , padding=a		)["input_ids"]

				self.assertListEqual(a , [[0, 4, 5, 6, 7, 8, 2], [0, 22, 23, 25, 2]]		)
			def 							__UpperCamelCase	(     self							:	List[str]		)							->    Optional[Any]:

				"""simple docstring"""

				SCREAMING_SNAKE_CASE				: Tuple			       =    self.tokenizer_class(self.vocab_file		)

				SCREAMING_SNAKE_CASE				: Optional[Any]			       =    ["LAGVS", "WCB"]
				SCREAMING_SNAKE_CASE				: Any			       =    tokenizer(a , padding=a		)["input_ids"]

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






			def 							__UpperCamelCase	(     self							:	Optional[int]		)							->    Optional[int]:

				"""simple docstring"""

				SCREAMING_SNAKE_CASE				: str			       =    self.get_tokenizers(fast=a		)
				for tokenizer in tokenizers:
					with self.subTest(F"{tokenizer.__class__.__name__}"		):
						SCREAMING_SNAKE_CASE				: Dict			       =    "<unk>"
						SCREAMING_SNAKE_CASE				: List[str]			       =    "<mask>"

						SCREAMING_SNAKE_CASE				: Optional[int]			       =    tokenizer.tokenize(a		)
						SCREAMING_SNAKE_CASE				: Tuple			       =    tokenizer.tokenize(a		)

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


from __future__ import annotations

def 	lowerCamelCase__	(   _a							,     _a							,     _a):
	if len(_a) == 0:
		raise ValueError("find_min() arg is an empty sequence")
	if (
	    left >= len(_a)
	    or left < -len(_a)
	    or right >= len(_a)
	    or right < -len(_a)
	):
		raise IndexError("list index out of range")
	if left == right:
		return nums[left]
	SCREAMING_SNAKE_CASE				: List[str]			       =    (left + right) >> 1  # the middle
	SCREAMING_SNAKE_CASE				: Tuple			       =    find_min(_a							,     _a							,     _a)  # find min in range[left, mid]
	SCREAMING_SNAKE_CASE				: Optional[Any]			       =    find_min(_a							,     mid + 1							,     _a)  # find min in range[mid + 1, right]

	return left_min if left_min <= right_min else right_min


if __name__ == "__main__":
			import doctest

			doctest.testmod(verbose=True)