


'''simple docstring'''

from unittest import TestCase

from datasets import Dataset
from minhash_deduplication import deduplicate_dataset, make_duplicate_clusters

def 							__magic_name__(  ):
						__lowerCAmelCase											= {
						    '''repo_name''': ['''test_repo1''', '''test_repo2''', '''test_repo3'''],
						    '''path''': ['''test_1.py''', '''test_2.py''', '''unit_test.py'''],
						    '''content''': ['''a ''' * 2_0, '''a ''' * 3_0, '''b ''' * 7],
						}
						__lowerCAmelCase											= Dataset.from_dict(a__)
						return dataset




class 					a__ (       __A					):







				"""simple docstring"""



				def     _snake_case     (self						):
										__lowerCAmelCase											= get_dataset()
										__lowerCAmelCase											= make_duplicate_clusters(_snake_case				,	0.8_5						)
										self.assertEqual(len(duplicate_clusters[0]						)				,	2						)




				def     _snake_case     (self						):
										__lowerCAmelCase											= get_dataset()
										__lowerCAmelCase				,    __lowerCAmelCase											= deduplicate_dataset(_snake_case						)
										self.assertEqual(len(_snake_case						)				,	2						)
										print(_snake_case						)
										self.assertEqual(duplicate_clusters[0][0]['''copies''']				,	2						)
										self.assertEqual(duplicate_clusters[0][0]['''is_extreme''']				,	_snake_case						)



# flake8: noqa
# Lint as: python3
A     :	Optional[Any]    = [
    'VerificationMode',
    'Version',
    'disable_progress_bar',
    'enable_progress_bar',
    'is_progress_bar_enabled',
    'experimental',
]

from .info_utils import VerificationMode
from .logging import disable_progress_bar, enable_progress_bar, is_progress_bar_enabled
from .version import Version
from .experimental import experimental