





import json
import os
import tempfile

from transformers.testing_utils import check_json_file_has_correct_format

class 		SCREAMING_SNAKE_CASE__				:
      A_						:				List[str]							=    None


      def    a (self       :      Tuple      ):





         """simple docstring"""



         __snake_case							       =   self.feature_extraction_class(**self.feat_extract_dict      )
         __snake_case							       =   json.loads(feat_extract.to_json_string()      )
         for key, value in self.feat_extract_dict.items():
            self.assertEqual(obj[key]				,			a__      )


      def    a (self       :      Union[str, Any]      ):





         """simple docstring"""



         __snake_case							       =   self.feature_extraction_class(**self.feat_extract_dict      )

         with tempfile.TemporaryDirectory() as tmpdirname:
            __snake_case							       =   os.path.join(a__				,			'''feat_extract.json'''      )
            feat_extract_first.to_json_file(a__      )
            __snake_case							       =   self.feature_extraction_class.from_json_file(a__      )

         self.assertEqual(feat_extract_second.to_dict()				,			feat_extract_first.to_dict()      )


      def    a (self       :      List[str]      ):





         """simple docstring"""



         __snake_case							       =   self.feature_extraction_class(**self.feat_extract_dict      )

         with tempfile.TemporaryDirectory() as tmpdirname:
            __snake_case							       =   feat_extract_first.save_pretrained(a__      )[0]
            check_json_file_has_correct_format(a__      )
            __snake_case							       =   self.feature_extraction_class.from_pretrained(a__      )

         self.assertEqual(feat_extract_second.to_dict()				,			feat_extract_first.to_dict()      )


      def    a (self       :      Optional[int]      ):





         """simple docstring"""



         __snake_case							       =   self.feature_extraction_class()
         self.assertIsNotNone(a__      )








from math import loga






def lowerCamelCase__    (							snake_case_	:  int       )      ->				int:
   if a < 0:
      raise ValueError('''Input value must be a positive integer'''       )
   elif isinstance(snake_case_       ,      snake_case_       ):
      raise TypeError('''Input value must be a \'int\' type'''       )
   return 0 if (a == 0) else int(loga(a & -a       )       )


if __name__ == "__main__":
    import doctest

    doctest.testmod()

