


'''simple docstring'''
from __future__ import annotations







def 			a_							(  UpperCamelCase_	,     UpperCamelCase_   ):
							A_ 						=		0
							A_ 						=		len(UpperCamelCase_   ) - 1
							while left <= right:
														A_ 						=		(left + right) // 2
														if left == right:
																					if sorted_list[middle] < item:
																												A_ 						=		middle + 1
																					break
														elif sorted_list[middle] < item:
																					A_ 						=		middle + 1
														else:
																					A_ 						=		middle - 1
							sorted_list.insert(UpperCamelCase_	,     UpperCamelCase_   )
							return sorted_list







def 			a_							(  UpperCamelCase_	,     UpperCamelCase_   ):
							A_ 						=		[]
							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 			a_							(  UpperCamelCase_   ):
							A_ 						=		len(UpperCamelCase_   )
							if length <= 1:
														return list_ad
							A_ 						=		length // 2
							return merge(sortlist_ad(list_ad[:middle]   )	,     sortlist_ad(list_ad[middle:]   )   )







def 			a_							(  UpperCamelCase_   ):

							if len(UpperCamelCase_   ) <= 1:
														return collection
							A_ 						=		[]
							A_ 						=		False
							for i in range(0	,     len(UpperCamelCase_   )	,     2   ):
														if i == len(UpperCamelCase_   ) - 1:
																					A_ 						=		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]]   )
							A_ 						=		sortlist_ad(UpperCamelCase_   )
							A_ 						=		[i[0] for i in sorted_list_ad]
							result.append(sorted_list_ad[-1][1]   )
							if has_last_odd_item:
														A_ 						=		collection[-1]
														A_ 						=		binary_search_insertion(UpperCamelCase_	,     UpperCamelCase_   )
							A_ 						=		False
							for i in range(len(UpperCamelCase_   ) - 1   ):
														if result[i] == collection[-1] and has_last_odd_item:
																					A_ 						=		True
														A_ 						=		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:
																					A_ 						=		result[: i + 2] + binary_search_insertion(result[i + 2 :]	,     UpperCamelCase_   )
														else:
																					A_ 						=		result[: i + 1] + binary_search_insertion(result[i + 1 :]	,     UpperCamelCase_   )

							return result


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









'''simple docstring'''
import argparse
import logging
import sys
from unittest.mock import patch

import run_glue_with_pabee

from transformers.testing_utils import TestCasePlus


logging.basicConfig(level=logging.DEBUG)

__SCREAMING_SNAKE_CASE				:							str		       =		logging.getLogger()







def 			a_							(  ):
							A_ 						=		argparse.ArgumentParser()
							parser.add_argument("-f"   )
							A_ 						=		parser.parse_args()
							return args.f







class 				__lowerCAmelCase      (      lowercase	):

						"""simple docstring"""






						def 							_UpperCAmelCase					(     self       :			List[Any]  ):
													A_ 						=		logging.StreamHandler(sys.stdout  )
													logger.addHandler(lowerCAmelCase  )

													A_ 						=		self.get_auto_remove_tmp_dir()
													A_ 						=		F"\n            run_glue_with_pabee.py\n            --model_type albert\n            --model_name_or_path albert-base-v2\n            --data_dir ./tests/fixtures/tests_samples/MRPC/\n            --output_dir {tmp_dir}\n            --overwrite_output_dir\n            --task_name mrpc\n            --do_train\n            --do_eval\n            --per_gpu_train_batch_size=2\n            --per_gpu_eval_batch_size=1\n            --learning_rate=2e-5\n            --max_steps=50\n            --warmup_steps=2\n            --seed=42\n            --max_seq_length=128\n            ".split()

													with patch.object(lowerCAmelCase   ,     "argv"   ,     lowerCAmelCase  ):
																				A_ 						=		run_glue_with_pabee.main()
																				for value in result.values():
																											self.assertGreaterEqual(lowerCAmelCase   ,     0.7_5  )





