



'''simple docstring'''



from unittest import TestCase

from datasets import Dataset
from minhash_deduplication import deduplicate_dataset, make_duplicate_clusters
def 					UpperCAmelCase   (						):
							SCREAMING_SNAKE_CASE					:      Optional[int]     					=			{
							    '''repo_name''': ['''test_repo1''', '''test_repo2''', '''test_repo3'''],
							    '''path''': ['''test_1.py''', '''test_2.py''', '''unit_test.py'''],
							    '''content''': ['''a ''' * 20, '''a ''' * 30, '''b ''' * 7],
							}
							SCREAMING_SNAKE_CASE					:      Union[str, Any]     					=			Dataset.from_dict(A				)
							return dataset






class 	lowerCamelCase_							(					snake_case_			):







						def 					__lowercase    (  self   :      Optional[int]				):

													"""simple docstring"""
													SCREAMING_SNAKE_CASE					:      Dict     					=			get_dataset()
													SCREAMING_SNAKE_CASE					:      Optional[Any]     					=			make_duplicate_clusters(lowerCAmelCase__				,    0.85				)
													self.assertEqual(len(duplicate_clusters[0]				)				,    2				)







						def 					__lowercase    (  self   :      Optional[int]				):

													"""simple docstring"""
													SCREAMING_SNAKE_CASE					:      Optional[Any]     					=			get_dataset()
													SCREAMING_SNAKE_CASE					:      Optional[Any]     					=			deduplicate_dataset(lowerCAmelCase__				)
													self.assertEqual(len(lowerCAmelCase__				)				,    2				)
													print(lowerCAmelCase__				)
													self.assertEqual(duplicate_clusters[0][0]['''copies''']				,    2				)
													self.assertEqual(duplicate_clusters[0][0]['''is_extreme''']				,    lowerCAmelCase__				)






'''simple docstring'''



from urllib.parse import quote

import pytest

from datasets.utils.hub import hf_hub_url
@pytest.mark.parametrize('''repo_id'''					,		['''canonical_dataset_name''', '''org-name/dataset-name''']				)
@pytest.mark.parametrize('''path'''					,		['''filename.csv''', '''filename with blanks.csv''']				)
@pytest.mark.parametrize('''revision'''					,		[None, '''v2''']				)
def 					UpperCAmelCase   (						A  :				int					,		A  :				Tuple					,		A  :				Any				):
							SCREAMING_SNAKE_CASE					:      int     					=			hf_hub_url(repo_id=A					,		path=A					,		revision=A				)
							assert url == F"""https://huggingface.co/datasets/{repo_id}/resolve/{revision or "main"}/{quote(A				)}"""




