
"""simple docstring"""





from unittest import TestCase

from datasets import Dataset
from minhash_deduplication import deduplicate_dataset, make_duplicate_clusters



def 				lowerCamelCase__		(      )							->		Tuple:


					"""simple docstring"""





					_UpperCamelCase										=  {
					    '''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],
					}
					_UpperCamelCase										=  Dataset.from_dict(SCREAMING_SNAKE_CASE__     )
					return dataset






class    _UpperCAmelCase(   lowerCamelCase_     ):



		def 						UpperCAmelCase							( self)	->	Union[str, Any]:
							_UpperCamelCase										=  get_dataset()
							_UpperCamelCase										=  make_duplicate_clusters(_UpperCAmelCase    ,		0.85)
							self.assertEqual(len(duplicate_clusters[0])    ,		2)




		def 						UpperCAmelCase							( self)	->	int:
							_UpperCamelCase										=  get_dataset()
							_UpperCamelCase			,  _UpperCamelCase										=  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)








"""simple docstring"""





class    _UpperCAmelCase:



		def __init__( self    ,		__a    ,		__a    ,		__a)	->	List[Any]:






							'''simple docstring'''
							_UpperCamelCase										=  name
							_UpperCamelCase										=  value
							_UpperCamelCase										=  weight



		def __repr__( self)	->	List[str]:






							'''simple docstring'''
							return F'''{self.__class__.__name__}({self.name}, {self.value}, {self.weight})'''



		def 						UpperCAmelCase							( self)	->	Tuple:






							'''simple docstring'''
							return self.value



		def 						UpperCAmelCase							( self)	->	Union[str, Any]:






							'''simple docstring'''
							return self.name



		def 						UpperCAmelCase							( self)	->	int:






							'''simple docstring'''
							return self.weight




		def 						UpperCAmelCase							( self)	->	Any:






							'''simple docstring'''
							return self.value / self.weight





def 				lowerCamelCase__		(      __snake_case,					__snake_case,					__snake_case     )							->		Optional[Any]:


					"""simple docstring"""





					_UpperCamelCase										=  []
					for i in range(len(__snake_case     )     ):
										menu.append(Things(name[i],					value[i],					weight[i]     )     )
					return menu



def 				lowerCamelCase__		(      __snake_case,					__snake_case,					__snake_case     )							->		List[str]:


					"""simple docstring"""





					_UpperCamelCase										=  sorted(__snake_case,					key=__snake_case,					reverse=__snake_case     )
					_UpperCamelCase										=  []
					_UpperCamelCase			,  _UpperCamelCase										=  0.0, 0.0
					for i in range(len(__snake_case     )     ):
										if (total_cost + items_copy[i].get_weight()) <= max_cost:
															result.append(items_copy[i]     )
															total_cost += items_copy[i].get_weight()
															total_value += items_copy[i].get_value()
					return (result, total_value)



def 				lowerCamelCase__		(      )							->		List[str]:


					"""simple docstring"""







if __name__ == "__main__":
				import doctest

				doctest.testmod()






