'''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  							=logging.getLogger()






def __lowerCAmelCase				(							)			->					Optional[Any]:
    __lowerCamelCase						=						argparse.ArgumentParser()
    parser.add_argument('''-f'''       )
    __lowerCamelCase						=						parser.parse_args()
    return args.f




class 					a__   (     UpperCAmelCase__				):






     def      SCREAMING_SNAKE_CASE__     (				self	:	List[Any]					):





         """simple docstring"""



         __lowerCamelCase						=						logging.StreamHandler(sys.stdout					)
         logger.addHandler(a					)

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

         with patch.object(a						,       '''argv'''						,       a					):
             __lowerCamelCase						=						run_glue_with_pabee.main()
             for value in result.values():
                 self.assertGreaterEqual(a						,       0.75					)

'''simple docstring'''




from __future__ import annotations






def __lowerCAmelCase				(							UpperCamelCase__       ,						UpperCamelCase__       )			->					list:
    __lowerCamelCase						=						[None] * (len(UpperCamelCase__       ) + len(UpperCamelCase__       ))

    __lowerCamelCase						=						0  # pointer to current index for left Half
    __lowerCamelCase						=						0  # pointer to current index for the right Half
    __lowerCamelCase						=						0  # pointer to current index for the sorted array Half

    while pointera < len(UpperCamelCase__       ) and pointera < len(UpperCamelCase__       ):
        if left_half[pointera] < right_half[pointera]:
            __lowerCamelCase						=						left_half[pointera]
            pointera += 1
            index += 1
        else:
            __lowerCamelCase						=						right_half[pointera]
            pointera += 1
            index += 1
    while pointera < len(UpperCamelCase__       ):
        __lowerCamelCase						=						left_half[pointera]
        pointera += 1
        index += 1

    while pointera < len(UpperCamelCase__       ):
        __lowerCamelCase						=						right_half[pointera]
        pointera += 1
        index += 1

    return sorted_array






def __lowerCAmelCase				(							UpperCamelCase__       )			->					list:
    if len(UpperCamelCase__       ) <= 1:
        return array
    # the actual formula to calculate the middle element = left + (right - left) // 2
    # this avoids integer overflow in case of large N
    __lowerCamelCase						=						0 + (len(UpperCamelCase__       ) - 0) // 2

    # Split the array into halves till the array length becomes equal to One
    # merge the arrays of single length returned by mergeSort function and
    # pass them into the merge arrays function which merges the array
    __lowerCamelCase						=						array[:middle]
    __lowerCamelCase						=						array[middle:]

    return merge(merge_sort(UpperCamelCase__       )       ,						merge_sort(UpperCamelCase__       )       )


if __name__ == "__main__":
  import doctest

  doctest.testmod()
