



from unittest import TestCase

from datasets import Dataset
from minhash_deduplication import deduplicate_dataset, make_duplicate_clusters


def  __lowerCamelCase (       ):

				"""simple docstring"""


				lowercase__					:   Tuple													=					{
				    "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],
				}
				lowercase__					:   str													=					Dataset.from_dict(lowerCamelCase__						)
				return dataset

class 				snake_case__(_UpperCamelCase      ):

					"""simple docstring"""






					def 			snake_case					(							self :     Union[str, Any]					):
									lowercase__					:   Any													=					get_dataset()
									lowercase__					:   Optional[Any]													=					make_duplicate_clusters(SCREAMING_SNAKE_CASE				,       0.85					)
									self.assertEqual(len(duplicate_clusters[0]					)				,       2					)







					def 			snake_case					(							self :     int					):
									lowercase__					:   Optional[Any]													=					get_dataset()
									lowercase__							,							lowercase__					:   Optional[Any]													=					deduplicate_dataset(SCREAMING_SNAKE_CASE					)
									self.assertEqual(len(SCREAMING_SNAKE_CASE					)				,       2					)
									print(SCREAMING_SNAKE_CASE					)
									self.assertEqual(duplicate_clusters[0][0]["copies"]				,       2					)
									self.assertEqual(duplicate_clusters[0][0]["is_extreme"]				,       SCREAMING_SNAKE_CASE					)









def  __lowerCamelCase (       lowerCamelCase__ = 1_000						):

				"""simple docstring"""


				lowercase__							,							lowercase__					:   int													=					1, 1
				lowercase__					:   List[Any]													=					[]
				for i in range(1					,			n + 1						):
								lowercase__					:   Dict													=					prev_numerator + 2 * prev_denominator
								lowercase__					:   Tuple													=					prev_numerator + prev_denominator
								if len(str(lowerCamelCase__						)						) > len(str(lowerCamelCase__						)						):
												result.append(lowerCamelCase__						)
								lowercase__					:   int													=					numerator
								lowercase__					:   int													=					denominator

				return len(lowerCamelCase__						)


if __name__ == "__main__":
				print(f'''{solution() = }''')




