




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    __lowerCAmelCase			(	unittest.TestCase			):
			snake_case_				:			Union[str, Any]								=					EsmTokenizer







			def UpperCamelCase      (	self   :      Any				):




									"""simple docstring"""


									super().setUp()
									_UpperCAmelCase													=					tempfile.mkdtemp()
									# fmt: off
									_UpperCAmelCase													=					["<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													=					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[Any]   ,   **snake_case__   :      List[Any]				):




									"""simple docstring"""


									return [self.get_tokenizer(**snake_case__				)]







			def UpperCamelCase      (	self   :      Any   ,   **snake_case__   :      Optional[int]				):




									"""simple docstring"""


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







			def UpperCamelCase      (	self   :      str				):




									"""simple docstring"""


									_UpperCAmelCase													=					self.tokenizer_class(self.vocab_file				)

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







			def UpperCamelCase      (	self   :      List[Any]				):




									"""simple docstring"""


									_UpperCAmelCase													=					self.tokenizer_class(self.vocab_file				)

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







			def UpperCamelCase      (	self   :      Tuple				):




									"""simple docstring"""


									_UpperCAmelCase													=					self.tokenizer_class(self.vocab_file				)

									_UpperCAmelCase													=					["LAGVS", "WCB"]
									_UpperCAmelCase													=					tokenizer(snake_case__   ,   padding=snake_case__				)["input_ids"]

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







			def UpperCamelCase      (	self   :      List[Any]				):




									"""simple docstring"""


									_UpperCAmelCase													=					self.tokenizer_class(self.vocab_file				)

									_UpperCAmelCase													=					["LAGVS", "WCB"]
									_UpperCAmelCase													=					tokenizer(snake_case__   ,   padding=snake_case__				)["input_ids"]

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







			def UpperCamelCase      (	self   :      Optional[int]				):




									"""simple docstring"""


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

																					_UpperCAmelCase													=					tokenizer.tokenize(snake_case__				)
																					_UpperCAmelCase													=					tokenizer.tokenize(snake_case__				)

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










class    __lowerCAmelCase			:







			def __init__(	self   :      Dict   ,   snake_case__   :      List[str]=None				):




									"""simple docstring"""


									_UpperCAmelCase													=					data
									_UpperCAmelCase													=					None







			def __repr__(	self   :      Union[str, Any]				):




									"""simple docstring"""


									_UpperCAmelCase													=					""
									_UpperCAmelCase													=					self
									while temp:
															string_rep += F"""<{temp.data}> ---> """
															_UpperCAmelCase													=					temp.next
									string_rep += "<END>"
									return string_rep




def 							__SCREAMING_SNAKE_CASE  (      snake_case_						):

						'''simple docstring'''


						if not elements_list:
												raise Exception("The Elements List is empty"						)

						# Set first element as Head
						_UpperCAmelCase													=					Node(elements_list[0]						)
						_UpperCAmelCase													=					head
						# Loop through elements from position 1
						for data in elements_list[1:]:
												_UpperCAmelCase													=					Node(snake_case_						)
												_UpperCAmelCase													=					current.next
						return head


lowercase_     :    str      =			[1, 3, 5, 32, 44, 12, 43]
print(f"""List: {list_data}""")
print('Creating Linked List from List.')
lowercase_     :    Dict      =			make_linked_list(list_data)
print('Linked List:')





print(linked_list)




