
'''simple docstring'''


from .hash_table import HashTable
from .number_theory.prime_numbers import is_prime, next_prime

class 		__lowercase			(					_lowercase      ):

			def __init__(self     ,				*A     ,				**A ):
								super().__init__(*A     ,				**A )

			def     UpperCAmelCase__	(self     ,				A     ,				A ):
								lowerCamelCase_   : int       =						(
								    next_prime(value % self.size_table )
								    if not is_prime(value % self.size_table )
								    else value % self.size_table
								)  # gt = bigger than
								return next_prime_gt - (data % next_prime_gt)

			def     UpperCAmelCase__	(self     ,				A     ,				A     ,				A ):
								return (increment * self.__hash_function_a(A     ,				A )) % self.size_table






			def     UpperCAmelCase__	(self     ,				A     ,				A=None ):
								lowerCamelCase_   : Optional[Any]       =						1
								lowerCamelCase_   : Optional[Any]       =						self.hash_function(A )

								while self.values[new_key] is not None and self.values[new_key] != key:
													lowerCamelCase_   : Tuple       =						(
													    self.__hash_double_function(A     ,				A     ,				A )
													    if self.balanced_factor() >= self.lim_charge
													    else None
													)
													if new_key is None:
																		break
													else:
																		i += 1

								return new_key




'''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)

__lowercase							:				Optional[Any]					=       logging.getLogger()




def lowercase_		(				)       ->							Union[str, Any]:
					'''simple docstring'''

					lowerCamelCase_   : Any       =						argparse.ArgumentParser()
					parser.add_argument('''-f'''			)
					lowerCamelCase_   : Optional[int]       =						parser.parse_args()
					return args.f






class 		__lowercase			(					_lowercase      ):

			def     UpperCAmelCase__	(self ):
								lowerCamelCase_   : Dict       =						logging.StreamHandler(sys.stdout )
								logger.addHandler(A )

								lowerCamelCase_   : int       =						self.get_auto_remove_tmp_dir()
								lowerCamelCase_   : Dict       =						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_   : Optional[Any]       =						run_glue_with_pabee.main()
													for value in result.values():
																		self.assertGreaterEqual(A     ,				0.75 )


