import json
import os
import tempfile

from transformers.testing_utils import check_json_file_has_correct_format

class 					_lowercase    :






    '''simple docstring'''
    SCREAMING_SNAKE_CASE:				Optional[Any]          =    None




    def      _a    (    self ):
       lowerCAmelCase_:							Optional[int]       =	self.feature_extraction_class(**self.feat_extract_dict )
       lowerCAmelCase_:							Any       =	json.loads(feat_extract.to_json_string() )
       for key, value in self.feat_extract_dict.items():
          self.assertEqual(obj[key]       ,						lowerCamelCase__ )




    def      _a    (    self ):
       lowerCAmelCase_:							List[Any]       =	self.feature_extraction_class(**self.feat_extract_dict )

       with tempfile.TemporaryDirectory() as tmpdirname:
          lowerCAmelCase_:							List[str]       =	os.path.join(lowerCamelCase__       ,						"feat_extract.json" )
          feat_extract_first.to_json_file(lowerCamelCase__ )
          lowerCAmelCase_:							Any       =	self.feature_extraction_class.from_json_file(lowerCamelCase__ )

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




    def      _a    (    self ):
       lowerCAmelCase_:							Any       =	self.feature_extraction_class(**self.feat_extract_dict )

       with tempfile.TemporaryDirectory() as tmpdirname:
          lowerCAmelCase_:							str       =	feat_extract_first.save_pretrained(lowerCamelCase__ )[0]
          check_json_file_has_correct_format(lowerCamelCase__ )
          lowerCAmelCase_:							List[Any]       =	self.feature_extraction_class.from_pretrained(lowerCamelCase__ )

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




    def      _a    (    self ):
       lowerCAmelCase_:							Dict       =	self.feature_extraction_class()
       self.assertIsNotNone(lowerCamelCase__ )
def 		snake_case__	(		lowercase					):
   lowerCAmelCase_:							Union[str, Any]       =	[1]

   lowerCAmelCase_  ,	lowerCAmelCase_  ,	lowerCAmelCase_:							int       =	0, 0, 0
   lowerCAmelCase_:							Union[str, Any]       =	ugly_nums[ia] * 2
   lowerCAmelCase_:							str       =	ugly_nums[ia] * 3
   lowerCAmelCase_:							Dict       =	ugly_nums[ia] * 5

   for _ in range(1							,				lowercase					):
      lowerCAmelCase_:							Any       =	min(lowercase							,				lowercase							,				lowercase					)
      ugly_nums.append(lowercase					)
      if next_num == next_a:
         ia += 1
         lowerCAmelCase_:							str       =	ugly_nums[ia] * 2
      if next_num == next_a:
         ia += 1
         lowerCAmelCase_:							Optional[int]       =	ugly_nums[ia] * 3
      if next_num == next_a:
         ia += 1
         lowerCAmelCase_:							int       =	ugly_nums[ia] * 5
   return ugly_nums[-1]


if __name__ == "__main__":
 from doctest import testmod

 testmod(verbose=True)
 print(f'''{ugly_numbers(2_0_0) = }''')