




from unittest import TestCase

from datasets import Dataset
from minhash_deduplication import deduplicate_dataset, make_duplicate_clusters



def       UpperCAmelCase__  (     ):
  lowercase    :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],
  }
  lowercase    :Union[str, Any]      	=						Dataset.from_dict(lowerCamelCase   )
  return dataset







class    __lowerCAmelCase       (							lowerCAmelCase):






       def 					SCREAMING_SNAKE_CASE    (   self:					Any				):
         lowercase    :int      	=						get_dataset()
         lowercase    :List[Any]      	=						make_duplicate_clusters(_lowerCAmelCase       ,					0.85				)
         self.assertEqual(len(duplicate_clusters[0]				)       ,					2				)






       def 					SCREAMING_SNAKE_CASE    (   self:					Optional[int]				):
         lowercase    :Tuple      	=						get_dataset()
         lowercase    :Dict      	=						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				)









from abc import ABC, abstractmethod
from argparse import ArgumentParser




class    __lowerCAmelCase       (							lowerCAmelCase):






       @staticmethod
       @abstractmethod
       def 					SCREAMING_SNAKE_CASE    (   _lowerCAmelCase:					ArgumentParser				):
         raise NotImplementedError()






       @abstractmethod
       def 					SCREAMING_SNAKE_CASE    (   self:					List[str]				):
         raise NotImplementedError()



