from unittest import TestCase

from datasets import Dataset
from minhash_deduplication import deduplicate_dataset, make_duplicate_clusters



def   __A		(			):



 """simple docstring"""


 __a       =  {
     "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],
 }
 __a       =  Dataset.from_dict(_A					)
 return dataset






class    A_ (       a_ ):

  def 		_UpperCAmelCase   (		self :      Tuple       ):
   __a       =  get_dataset()
   __a       =  make_duplicate_clusters(__SCREAMING_SNAKE_CASE     ,							0.85       )
   self.assertEqual(len(duplicate_clusters[0]       )     ,							2       )

  def 		_UpperCAmelCase   (		self :      int       ):
   __a       =  get_dataset()
   __a       ,     __a       =  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       )



import pytest

import datasets.config
from datasets.utils.info_utils import is_small_dataset



@pytest.mark.parametrize("dataset_size"							,				[None, 400 * 2**20, 600 * 2**20]					)
@pytest.mark.parametrize("input_in_memory_max_size"							,				["default", 0, 100 * 2**20, 900 * 2**20]					)
def   __A		(			_A							,				_A							,				_A					):



 """simple docstring"""


 if input_in_memory_max_size != "default":
  monkeypatch.setattr(datasets.config							,				"IN_MEMORY_MAX_SIZE"							,				_A					)
 __a       =  datasets.config.IN_MEMORY_MAX_SIZE
 if input_in_memory_max_size == "default":
  assert in_memory_max_size == 0
 else:
  assert in_memory_max_size == input_in_memory_max_size
 if dataset_size and in_memory_max_size:
  __a       =  dataset_size < in_memory_max_size
 else:
  __a       =  False
 __a       =  is_small_dataset(_A					)
 assert result == expected


