





"""simple docstring"""


def 							a__	(     _UpperCAmelCase		,   _UpperCAmelCase		,   _UpperCAmelCase		)			->     None:

 '''simple docstring'''






 if right <= left:
  return
 snake_case__										= snake_case__										= left
 snake_case__										= right
 snake_case__										= sorting[left]
 while i <= b:
  if sorting[i] < pivot:
   snake_case__							,      snake_case__										= sorting[i], sorting[a]
   a += 1
   i += 1
  elif sorting[i] > pivot:
   snake_case__							,      snake_case__										= sorting[i], sorting[b]
   b -= 1
  else:
   i += 1
 quick_sort_apartition(__UpperCamelCase		,   __UpperCamelCase		,   a - 1		)
 quick_sort_apartition(__UpperCamelCase		,   b + 1		,   __UpperCamelCase		)





def 							a__	(     _UpperCAmelCase		,   _UpperCAmelCase		,   _UpperCAmelCase		)			->     None:

 '''simple docstring'''






 if left < right:
  snake_case__										= lomuto_partition(__UpperCamelCase		,   __UpperCamelCase		,   __UpperCamelCase		)
  quick_sort_lomuto_partition(__UpperCamelCase		,   __UpperCamelCase		,   pivot_index - 1		)
  quick_sort_lomuto_partition(__UpperCamelCase		,   pivot_index + 1		,   __UpperCamelCase		)





def 							a__	(     _UpperCAmelCase		,   _UpperCAmelCase		,   _UpperCAmelCase		)			->     int:

 '''simple docstring'''






 snake_case__										= sorting[right]
 snake_case__										= left
 for i in range(__UpperCamelCase		,   __UpperCamelCase		):
  if sorting[i] < pivot:
   snake_case__							,      snake_case__										= sorting[i], sorting[store_index]
   store_index += 1
 snake_case__							,      snake_case__										= sorting[store_index], sorting[right]
 return store_index





def 							a__	(     _UpperCAmelCase		)			->     list:

 '''simple docstring'''






 if len(__UpperCamelCase		) <= 1:
  return sorting
 return (
     three_way_radix_quicksort([i for i in sorting if i < sorting[0]]		)
     + [i for i in sorting if i == sorting[0]]
     + three_way_radix_quicksort([i for i in sorting if i > sorting[0]]		)
 )


if __name__ == "__main__":
   import doctest

   doctest.testmod(verbose=True)

   a__    :   str    						= input("""Enter numbers separated by a comma:\n""").strip()
   a__    :   Optional[int]    						= [int(item) for item in user_input.split(""",""")]
   quick_sort_apartition(unsorted, 0, len(unsorted) - 1)
   print(unsorted)







from typing import List

import datasets
from datasets.tasks import ImageClassification

from ..folder_based_builder import folder_based_builder


_lowerCamelCase			 =						datasets.utils.logging.get_logger(__name__)



class 			a     (   folder_based_builder.FolderBasedBuilderConfig			):

     '''simple docstring'''





     lowerCAmelCase				:       bool   		=  None
     lowerCAmelCase				:       bool   		=  None



class 			a     (   folder_based_builder.FolderBasedBuilder			):

     '''simple docstring'''





     lowerCAmelCase				:       List[Any]   		=  datasets.Image()
     lowerCAmelCase				:       List[Any]   		=  'image'
     lowerCAmelCase				:       List[Any]   		=  ImageFolderConfig
     lowerCAmelCase				:       List[str]  # definition at the bottom of the script
     lowerCAmelCase				:       Dict   		=  ImageClassification(image_column='image'	,   label_column='label'			)


_lowerCamelCase			 =						[
    '.blp',
    '.bmp',
    '.dib',
    '.bufr',
    '.cur',
    '.pcx',
    '.dcx',
    '.dds',
    '.ps',
    '.eps',
    '.fit',
    '.fits',
    '.fli',
    '.flc',
    '.ftc',
    '.ftu',
    '.gbr',
    '.gif',
    '.grib',
    '.h5',
    '.hdf',
    '.png',
    '.apng',
    '.jp2',
    '.j2k',
    '.jpc',
    '.jpf',
    '.jpx',
    '.j2c',
    '.icns',
    '.ico',
    '.im',
    '.iim',
    '.tif',
    '.tiff',
    '.jfif',
    '.jpe',
    '.jpg',
    '.jpeg',
    '.mpg',
    '.mpeg',
    '.msp',
    '.pcd',
    '.pxr',
    '.pbm',
    '.pgm',
    '.ppm',
    '.pnm',
    '.psd',
    '.bw',
    '.rgb',
    '.rgba',
    '.sgi',
    '.ras',
    '.tga',
    '.icb',
    '.vda',
    '.vst',
    '.webp',
    '.wmf',
    '.emf',
    '.xbm',
    '.xpm',
]
_lowerCamelCase			 =						IMAGE_EXTENSIONS





