




"""simple docstring"""







from unittest import TestCase

from datasets import Dataset
from minhash_deduplication import deduplicate_dataset, make_duplicate_clusters





def 							lowercase    ()   ->     Any:


				'''simple docstring'''






				lowerCAmelCase              = {
				    """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              = Dataset.from_dict(__lowercase       )
				return dataset






class 					SCREAMING_SNAKE_CASE__    (    lowerCAmelCase_    ):


						def      __lowercase       (							self :	Union[str, Any]    ):
										lowerCAmelCase              = get_dataset()
										lowerCAmelCase              = make_duplicate_clusters(snake_case_  ,  0.85    )
										self.assertEqual(len(duplicate_clusters[0]    )  ,  2    )




						def      __lowercase       (							self :	int    ):
										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_    )












'''simple docstring'''




def 	UpperCAmelCase_							(					__lowercase							:      str       )		->       str:


     '''simple docstring'''



     return " ".join(
         "".join(word[::-1]       ) if len(__lowercase       ) > 4 else word for word in sentence.split()       )


if __name__ == "__main__":
  import doctest

  doctest.testmod()
  print(reverse_long_words('''Hey wollef sroirraw'''))




