


from unittest import TestCase

from datasets import Dataset
from minhash_deduplication import deduplicate_dataset, make_duplicate_clusters




def       a_ (       ):
       '''simple docstring'''





       _lowerCamelCase			:						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			:						List[Any]            =Dataset.from_dict(SCREAMING_SNAKE_CASE__	)
       return dataset




class A    (  UpperCamelCase_	):






      def 			lowerCamelCase			(   self		:	int					)   ->		List[Any]:
             """simple docstring"""




             _lowerCamelCase			:						Dict            =get_dataset()
             _lowerCamelCase			:						List[str]            =make_duplicate_clusters(lowercase_     ,  0.85					)
             self.assertEqual(len(duplicate_clusters[0]					)     ,  2					)






      def 			lowerCamelCase			(   self		:	Any					)   ->		List[str]:
             """simple docstring"""




             _lowerCamelCase			:						Optional[Any]            =get_dataset()
             _lowerCamelCase      ,	_lowerCamelCase			:						str            =deduplicate_dataset(lowercase_					)
             self.assertEqual(len(lowercase_					)     ,  2					)
             print(lowercase_					)
             self.assertEqual(duplicate_clusters[0][0]['copies']     ,  2					)
             self.assertEqual(duplicate_clusters[0][0]['is_extreme']     ,  lowercase_					)






def       a_ (       SCREAMING_SNAKE_CASE__   : bytes	):
       '''simple docstring'''





       return "".join([hex(SCREAMING_SNAKE_CASE__	)[2:].zfill(2	).upper() for byte in list(SCREAMING_SNAKE_CASE__	)]	)




def       a_ (       SCREAMING_SNAKE_CASE__   : str	):
       '''simple docstring'''





       if (len(SCREAMING_SNAKE_CASE__	) % 2) != 0:
              raise ValueError(
                  'Base16 encoded data is invalid:\nData does not have an even number of hex digits.'	)
       # Check the character set - the standard base16 alphabet
       # is uppercase according to RFC3548 section 6
       if not set(SCREAMING_SNAKE_CASE__	) <= set('0123456789ABCDEF'	):
              raise ValueError(
                  'Base16 encoded data is invalid:\nData is not uppercase hex or it contains invalid characters.'	)
       # For every two hexadecimal digits (= a byte), turn it into an integer.
       # Then, string the result together into bytes, and return it.
       return bytes(int(data[i] + data[i + 1]						,     16	) for i in range(0						,     len(SCREAMING_SNAKE_CASE__	)						,     2	)	)


if __name__ == "__main__":
 import doctest

 doctest.testmod()


