





from unittest import TestCase

from datasets import Dataset
from minhash_deduplication import deduplicate_dataset, make_duplicate_clusters


def 			SCREAMING_SNAKE_CASE (			)     ->	Tuple:
    lowerCamelCase__       : 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],
    }
    lowerCamelCase__       : Dict   					=						Dataset.from_dict(_UpperCAmelCase					)
    return dataset


class   lowerCAmelCase				(   __UpperCamelCase     ):
 def 	A_      ( self    : List[str]      )     ->      Union[str, Any]:
     lowerCamelCase__       : Tuple   					=						get_dataset()
     lowerCamelCase__       : Union[str, Any]   					=						make_duplicate_clusters(UpperCAmelCase     ,	0.8_5      )
     self.assertEqual(len(duplicate_clusters[0]      )     ,	2      )







 def 	A_      ( self    : Tuple      )     ->      Optional[int]:
     lowerCamelCase__       : int   					=						get_dataset()
     lowerCamelCase__					,				lowerCamelCase__       : Union[str, Any]   					=						deduplicate_dataset(UpperCAmelCase      )
     self.assertEqual(len(UpperCAmelCase      )     ,	2      )
     print(UpperCAmelCase      )
     self.assertEqual(duplicate_clusters[0][0]['copies']     ,	2      )
     self.assertEqual(duplicate_clusters[0][0]['is_extreme']     ,	UpperCAmelCase      )












def 			SCREAMING_SNAKE_CASE (			_UpperCAmelCase		,      _UpperCAmelCase					)     ->	Union[str, Any]:
    lowerCamelCase__       : List[Any]   					=						[1]
    for i in range(2		,      _UpperCAmelCase					):
        factorials.append(factorials[-1] * i					)
    assert 0 <= k < factorials[-1] * n, "k out of bounds"

    lowerCamelCase__       : str   					=						[]
    lowerCamelCase__       : Optional[Any]   					=						list(range(_UpperCAmelCase					)					)

    # Find permutation
    while factorials:
        lowerCamelCase__       : List[str]   					=						factorials.pop()
        lowerCamelCase__					,				lowerCamelCase__       : Tuple   					=						divmod(_UpperCAmelCase		,      _UpperCAmelCase					)
        permutation.append(elements[number]					)
        elements.remove(elements[number]					)
    permutation.append(elements[0]					)

    return permutation


if __name__ == "__main__":
    import doctest

    doctest.testmod()





