"""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)

UpperCamelCase_       :       str							   =		logging.getLogger()


def   a__      (		)->	Any:
						UpperCAmelCase__						=		argparse.ArgumentParser()
						parser.add_argument("""-f"""			)
						UpperCAmelCase__						=		parser.parse_args()
						return args.f







class 			_lowercase		(   __lowerCamelCase  ):

				def        A (     self       :    List[Any]     ):


										'''simple docstring'''
										UpperCAmelCase__						=		logging.StreamHandler(sys.stdout     )
										logger.addHandler(_lowercase     )

										UpperCAmelCase__						=		self.get_auto_remove_tmp_dir()
										UpperCAmelCase__						=		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(_lowercase       ,    """argv"""       ,    _lowercase     ):
																UpperCAmelCase__						=		run_glue_with_pabee.main()
																for value in result.values():
																						self.assertGreaterEqual(_lowercase       ,    0.75     )


"""simple docstring"""







def   a__      (		UpperCAmelCase__       :			list[int]			)->	int:
						UpperCAmelCase__						=		len(UpperCAmelCase__			)
						if n in (0, 1):
												return 0
						return sum(query * (n - i - 1) for i, query in enumerate(sorted(UpperCAmelCase__			)			)			)


if __name__ == "__main__":
						import doctest

						doctest.testmod()

