




from unittest import TestCase

from datasets import Dataset
from minhash_deduplication import deduplicate_dataset, make_duplicate_clusters




def 		lowerCAmelCase_ (						):
				__magic_name__						:						List[str]										={
				    """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],
				}
				__magic_name__						:						List[Any]										=Dataset.from_dict(lowerCamelCase )
				return dataset




class 		__A   (      UpperCamelCase__      ):

						def      A__    (		self :List[str]			):
										'''simple docstring'''

										__magic_name__						:						List[Any]										=get_dataset()
										__magic_name__						:						List[str]										=make_duplicate_clusters(__snake_case     ,			0.85			)
										self.assertEqual(len(duplicate_clusters[0]			)     ,			2			)


						def      A__    (		self :Dict			):
										'''simple docstring'''

										__magic_name__						:						Dict										=get_dataset()
										__magic_name__					,			__magic_name__						:						List[str]										=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			)










import unittest

from accelerate import debug_launcher
from accelerate.test_utils import require_cpu, test_ops, test_script




@require_cpu
class 		__A   (      unittest.TestCase      ):

						def      A__    (		self :Tuple			):
										'''simple docstring'''

										debug_launcher(test_script.main			)


						def      A__    (		self :Dict			):
										'''simple docstring'''

										debug_launcher(test_ops.main			)




