






import os
import unittest

from transformers import MPNetTokenizerFast
from transformers.models.mpnet.tokenization_mpnet import VOCAB_FILES_NAMES, MPNetTokenizer
from transformers.testing_utils import require_tokenizers, slow

from ...test_tokenization_common import TokenizerTesterMixin



@require_tokenizers
class 						lowerCamelCase   (snake_case__				,						unittest.TestCase    ):







		'''simple docstring'''



		_snake_case					:					int 		=						MPNetTokenizer
		_snake_case					:					Optional[Any] 		=						MPNetTokenizerFast
		_snake_case					:					Optional[int] 		=						True
		_snake_case					:					Optional[int] 		=						True



		def       __UpperCAmelCase    (							self     )			->							str:
							super().setUp()

							UpperCAmelCase_					:   Tuple   =		[
							    '[UNK]',
							    '[CLS]',
							    '[SEP]',
							    '[PAD]',
							    '[MASK]',
							    'want',
							    '##want',
							    '##ed',
							    'wa',
							    'un',
							    'runn',
							    '##ing',
							    ',',
							    'low',
							    'lowest',
							]
							UpperCAmelCase_					:   List[Any]   =		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       ,	_UpperCamelCase     )			->							str:
							UpperCAmelCase_					:   Optional[Any]   =		'UNwant\u00E9d,running'
							UpperCAmelCase_					:   Any   =		'unwanted, running'
							return input_text, output_text



		def       __UpperCAmelCase    (							self     )			->							Tuple:
							UpperCAmelCase_					:   List[str]   =		self.tokenizer_class(self.vocab_file     )

							UpperCAmelCase_					:   Union[str, Any]   =		tokenizer.tokenize('UNwant\u00E9d,running'     )
							self.assertListEqual(__snake_case       ,	['un', '##want', '##ed', ',', 'runn', '##ing']     )
							self.assertListEqual(tokenizer.convert_tokens_to_ids(__snake_case     )       ,	[9, 6, 7, 1_2, 1_0, 1_1]     )



		@slow
		def       __UpperCAmelCase    (							self     )			->							List[Any]:
							UpperCAmelCase_					:   Tuple   =		self.tokenizer_class.from_pretrained('microsoft/mpnet-base'     )

							UpperCAmelCase_					:   Union[str, Any]   =		tokenizer.encode('sequence builders'       ,	add_special_tokens=__snake_case     )
							UpperCAmelCase_					:   List[str]   =		tokenizer.encode('multi-sequence build'       ,	add_special_tokens=__snake_case     )

							UpperCAmelCase_					:   Union[str, Any]   =		tokenizer.build_inputs_with_special_tokens(__snake_case     )
							UpperCAmelCase_					:   Any   =		tokenizer.build_inputs_with_special_tokens(__snake_case       ,	__snake_case     )

							assert encoded_sentence == [0] + text + [2]
							assert encoded_pair == [0] + text + [2] + [2] + text_a + [2]














from __future__ import annotations




def   lowercase__   (  __snake_case					:							Any  , __snake_case					:							int						):


					'''simple docstring'''


					UpperCAmelCase_					:   Optional[int]   =		0
					UpperCAmelCase_					:   Optional[int]   =		len(__snake_case						) - 1
					while left <= right:
										UpperCAmelCase_					:   Optional[Any]   =		(left + right) // 2
										if left == right:
															if sorted_list[middle] < item:
																				UpperCAmelCase_					:   List[Any]   =		middle + 1
															break
										elif sorted_list[middle] < item:
															UpperCAmelCase_					:   Union[str, Any]   =		middle + 1
										else:
															UpperCAmelCase_					:   Tuple   =		middle - 1
					sorted_list.insert(__snake_case  , __snake_case						)
					return sorted_list




def   lowercase__   (  __snake_case					:							Union[str, Any]  , __snake_case					:							int						):


					'''simple docstring'''


					UpperCAmelCase_					:   str   =		[]
					while left and right:
										if left[0][0] < right[0][0]:
															result.append(left.pop(0						)						)
										else:
															result.append(right.pop(0						)						)
					return result + left + right




def   lowercase__   (  __snake_case					:							Dict						):


					'''simple docstring'''


					UpperCAmelCase_					:   str   =		len(__snake_case						)
					if length <= 1:
										return list_ad
					UpperCAmelCase_					:   List[Any]   =		length // 2
					return merge(sortlist_ad(list_ad[:middle]						)  , sortlist_ad(list_ad[middle:]						)						)




def   lowercase__   (  __snake_case					:							list[int]						):


					'''simple docstring'''


					if len(__snake_case						) <= 1:
										return collection
					UpperCAmelCase_					:   Any   =		[]
					UpperCAmelCase_					:   Union[str, Any]   =		False
					for i in range(0  , len(__snake_case						)  , 2						):
										if i == len(__snake_case						) - 1:
															UpperCAmelCase_					:   Tuple   =		True
										else:
															if collection[i] < collection[i + 1]:
																				two_paired_list.append([collection[i], collection[i + 1]]						)
															else:
																				two_paired_list.append([collection[i + 1], collection[i]]						)
					UpperCAmelCase_					:   Union[str, Any]   =		sortlist_ad(__snake_case						)
					UpperCAmelCase_					:   Any   =		[i[0] for i in sorted_list_ad]
					result.append(sorted_list_ad[-1][1]						)
					if has_last_odd_item:
										UpperCAmelCase_					:   Union[str, Any]   =		collection[-1]
										UpperCAmelCase_					:   List[Any]   =		binary_search_insertion(__snake_case  , __snake_case						)
					UpperCAmelCase_					:   Tuple   =		False
					for i in range(len(__snake_case						) - 1						):
										if result[i] == collection[-1] and has_last_odd_item:
															UpperCAmelCase_					:   List[Any]   =		True
										UpperCAmelCase_					:   Optional[int]   =		sorted_list_ad[i][1]
										# If last_odd_item is inserted before the item's index,
										# you should forward index one more.
										if is_last_odd_item_inserted_before_this_index:
															UpperCAmelCase_					:   List[str]   =		result[: i + 2] + binary_search_insertion(result[i + 2 :]  , __snake_case						)
										else:
															UpperCAmelCase_					:   List[Any]   =		result[: i + 1] + binary_search_insertion(result[i + 1 :]  , __snake_case						)

					return result


if __name__ == "__main__":
		__UpperCAmelCase										=		input('Enter numbers separated by a comma:\n').strip()
		__UpperCAmelCase										=		[int(item) for item in user_input.split(',')]
		print(merge_insertion_sort(unsorted))






