





from unittest import TestCase

from datasets import Dataset
from minhash_deduplication import deduplicate_dataset, make_duplicate_clusters





def 	lowerCAmelCase_					(			)	->						Any:







  """simple docstring"""





  lowerCamelCase__: Optional[Any]         ={
      '''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__: Optional[Any]         =Dataset.from_dict(snake_case_						)
  return dataset






class   _SCREAMING_SNAKE_CASE		(      SCREAMING_SNAKE_CASE__       ):







 '''simple docstring'''

 def 				SCREAMING_SNAKE_CASE_   (self							:  Any)			->Any:



   '''simple docstring'''



   lowerCamelCase__: Optional[Any]         =get_dataset()
   lowerCamelCase__: Optional[int]         =make_duplicate_clusters(__lowerCamelCase			,					0.85)
   self.assertEqual(len(duplicate_clusters[0])			,					2)







 def 				SCREAMING_SNAKE_CASE_   (self							:  Optional[Any])			->Optional[int]:



   '''simple docstring'''



   lowerCamelCase__: List[Any]         =get_dataset()
   lowerCamelCase__: Dict         =deduplicate_dataset(__lowerCamelCase)
   self.assertEqual(len(__lowerCamelCase)			,					2)
   print(__lowerCamelCase)
   self.assertEqual(duplicate_clusters[0][0]["copies"]			,					2)
   self.assertEqual(duplicate_clusters[0][0]["is_extreme"]			,					__lowerCamelCase)








"""simple docstring"""



import warnings

from ...utils import logging
from .image_processing_poolformer import PoolFormerImageProcessor


a_					=     logging.get_logger(__name__)






class 						__snake_case   (						SCREAMING_SNAKE_CASE__	):





 """simple docstring"""


 def __init__(       self   ,		*__lowerCamelCase   ,		**__lowerCamelCase    ):



     '''simple docstring'''




     warnings.warn(
         '''The class PoolFormerFeatureExtractor is deprecated and will be removed in version 5 of Transformers.'''
         ''' Please use PoolFormerImageProcessor instead.'''   ,		__lowerCamelCase   ,		)
     super().__init__(*__lowerCamelCase   ,		**__lowerCamelCase    )




