
from unittest import TestCase

from datasets import Dataset
from minhash_deduplication import deduplicate_dataset, make_duplicate_clusters




def 							a		(				):


				'''simple docstring'''
				lowercase_	    =   {
				    '''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_	    =   Dataset.from_dict(snake_case__   )
				return dataset


class 					lowercase__(							UpperCAmelCase				):



	"""simple docstring"""




	def 		_lowercase    (			self    :     Union[str, Any]			)			->	Optional[Any]:
					lowercase_	    =   get_dataset()
					lowercase_	    =   make_duplicate_clusters(SCREAMING_SNAKE_CASE_			,				0.85			)
					self.assertEqual(len(duplicate_clusters[0]			)			,				2			)




	def 		_lowercase    (			self    :     Optional[Any]			)			->	Any:
					lowercase_	    =   get_dataset()
					lowercase_    ,      lowercase_	    =   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_			)






'''simple docstring'''




import fire

from utils import calculate_rouge, save_json







def 						lowerCAmelCase_							(  snake_case__						,							snake_case__						,							snake_case__=None						,							**snake_case__		):




    '''simple docstring'''



    A			:  Optional[Any]   =		[x.strip() for x in open(snake_case__		).readlines()]
    A			:  Tuple   =		[x.strip() for x in open(snake_case__		).readlines()][: len(snake_case__		)]
    A			:  Union[str, Any]   =		calculate_rouge(snake_case__						,							snake_case__						,							**snake_case__		)
    if save_path is not None:
        save_json(snake_case__						,							snake_case__						,							indent=snake_case__		)
    return metrics  # these print nicely


if __name__ == "__main__":
      fire.Fire(calculate_rouge_path)




