




import unittest

from transformers.image_processing_utils import get_size_dict
class 		UpperCAmelCase       (    unittest.TestCase      ):







						'''simple docstring'''





						def 	snake_case__						(						self							:					Optional[int]						):






							"""simple docstring"""






							snake_case_		   =					{"wrong_key": 2_24}
							with self.assertRaises(__lowercase						):
								get_size_dict(__lowercase						)

							snake_case_		   =					{"height": 2_24}
							with self.assertRaises(__lowercase						):
								get_size_dict(__lowercase						)

							snake_case_		   =					{"width": 2_24, "shortest_edge": 2_24}
							with self.assertRaises(__lowercase						):
								get_size_dict(__lowercase						)

							# Test a dict with the correct keys is returned as is
							snake_case_		   =					{"height": 2_24, "width": 2_24}
							snake_case_		   =					get_size_dict(__lowercase						)
							self.assertEqual(__lowercase	,     __lowercase						)

							snake_case_		   =					{"shortest_edge": 2_24}
							snake_case_		   =					get_size_dict(__lowercase						)
							self.assertEqual(__lowercase	,     {"shortest_edge": 2_24}						)

							snake_case_		   =					{"longest_edge": 2_24, "shortest_edge": 2_24}
							snake_case_		   =					get_size_dict(__lowercase						)
							self.assertEqual(__lowercase	,     {"longest_edge": 2_24, "shortest_edge": 2_24}						)

							# Test a single int value which  represents (size, size)
							snake_case_		   =					get_size_dict(2_24						)
							self.assertEqual(__lowercase	,     {"height": 2_24, "width": 2_24}						)

							# Test a single int value which represents the shortest edge
							snake_case_		   =					get_size_dict(2_24	,     default_to_square=__lowercase						)
							self.assertEqual(__lowercase	,     {"shortest_edge": 2_24}						)

							# Test a tuple of ints which represents (height, width)
							snake_case_		   =					get_size_dict((1_50, 2_00)						)
							self.assertEqual(__lowercase	,     {"height": 1_50, "width": 2_00}						)

							# Test a tuple of ints which represents (width, height)
							snake_case_		   =					get_size_dict((1_50, 2_00)	,     height_width_order=__lowercase						)
							self.assertEqual(__lowercase	,     {"height": 2_00, "width": 1_50}						)

							# Test an int representing the shortest edge and max_size which represents the longest edge
							snake_case_		   =					get_size_dict(2_24	,     max_size=2_56	,     default_to_square=__lowercase						)
							self.assertEqual(__lowercase	,     {"shortest_edge": 2_24, "longest_edge": 2_56}						)

							# Test int with default_to_square=True and max_size fails
							with self.assertRaises(__lowercase						):
								get_size_dict(2_24	,     max_size=2_56	,     default_to_square=__lowercase						)






def 						lowerCamelCase__   (		_A					,     _A					,     _A							):







	'''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(_A					,     _A					,     a - 1							)
	quick_sort_apartition(_A					,     b + 1					,     _A							)


def 						lowerCamelCase__   (		_A					,     _A					,     _A							):







	'''simple docstring'''





	if left < right:
		snake_case_		   =					lomuto_partition(_A					,     _A					,     _A							)
		quick_sort_lomuto_partition(_A					,     _A					,     pivot_index - 1							)
		quick_sort_lomuto_partition(_A					,     pivot_index + 1					,     _A							)


def 						lowerCamelCase__   (		_A					,     _A					,     _A							):







	'''simple docstring'''





	snake_case_		   =					sorting[right]
	snake_case_		   =					left
	for i in range(_A					,     _A							):
		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 						lowerCamelCase__   (		_A							):







	'''simple docstring'''





	if len(_A							) <= 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)

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