import unittest

from transformers.image_processing_utils import get_size_dict




class      lowercase_						(						unittest.TestCase		):



	"""simple docstring"""





	def     SCREAMING_SNAKE_CASE_       (							self       )		->Tuple:
								# Test a dict with the wrong keys raises an error
								lowerCAmelCase				=	{'''wrong_key''': 224}
								with self.assertRaises(__SCREAMING_SNAKE_CASE       ):
															get_size_dict(__SCREAMING_SNAKE_CASE       )

								lowerCAmelCase				=	{'''height''': 224}
								with self.assertRaises(__SCREAMING_SNAKE_CASE       ):
															get_size_dict(__SCREAMING_SNAKE_CASE       )

								lowerCAmelCase				=	{'''width''': 224, '''shortest_edge''': 224}
								with self.assertRaises(__SCREAMING_SNAKE_CASE       ):
															get_size_dict(__SCREAMING_SNAKE_CASE       )

								# Test a dict with the correct keys is returned as is
								lowerCAmelCase				=	{'''height''': 224, '''width''': 224}
								lowerCAmelCase				=	get_size_dict(__SCREAMING_SNAKE_CASE       )
								self.assertEqual(__SCREAMING_SNAKE_CASE	,    __SCREAMING_SNAKE_CASE       )

								lowerCAmelCase				=	{'''shortest_edge''': 224}
								lowerCAmelCase				=	get_size_dict(__SCREAMING_SNAKE_CASE       )
								self.assertEqual(__SCREAMING_SNAKE_CASE	,    {'''shortest_edge''': 224}       )

								lowerCAmelCase				=	{'''longest_edge''': 224, '''shortest_edge''': 224}
								lowerCAmelCase				=	get_size_dict(__SCREAMING_SNAKE_CASE       )
								self.assertEqual(__SCREAMING_SNAKE_CASE	,    {'''longest_edge''': 224, '''shortest_edge''': 224}       )

								# Test a single int value which  represents (size, size)
								lowerCAmelCase				=	get_size_dict(224       )
								self.assertEqual(__SCREAMING_SNAKE_CASE	,    {'''height''': 224, '''width''': 224}       )

								# Test a single int value which represents the shortest edge
								lowerCAmelCase				=	get_size_dict(224	,    default_to_square=__SCREAMING_SNAKE_CASE       )
								self.assertEqual(__SCREAMING_SNAKE_CASE	,    {'''shortest_edge''': 224}       )

								# Test a tuple of ints which represents (height, width)
								lowerCAmelCase				=	get_size_dict((150, 200)       )
								self.assertEqual(__SCREAMING_SNAKE_CASE	,    {'''height''': 150, '''width''': 200}       )

								# Test a tuple of ints which represents (width, height)
								lowerCAmelCase				=	get_size_dict((150, 200)	,    height_width_order=__SCREAMING_SNAKE_CASE       )
								self.assertEqual(__SCREAMING_SNAKE_CASE	,    {'''height''': 200, '''width''': 150}       )

								# Test an int representing the shortest edge and max_size which represents the longest edge
								lowerCAmelCase				=	get_size_dict(224	,    max_size=256	,    default_to_square=__SCREAMING_SNAKE_CASE       )
								self.assertEqual(__SCREAMING_SNAKE_CASE	,    {'''shortest_edge''': 224, '''longest_edge''': 256}       )

								# Test int with default_to_square=True and max_size fails
								with self.assertRaises(__SCREAMING_SNAKE_CASE       ):
															get_size_dict(224	,    max_size=256	,    default_to_square=__SCREAMING_SNAKE_CASE       )




import math

def      SCREAMING_SNAKE_CASE_  (		snake_case__							)  ->			float:
							lowerCAmelCase				=	math.log(2     ,						1_0							) * number
							lowerCAmelCase				=	round((log_number - int(snake_case__							))     ,						1_5							)

							return difference

def      SCREAMING_SNAKE_CASE_  (		snake_case__ = 6_7_8_9_1_0							)  ->			int:
							lowerCAmelCase				=	9_0
							lowerCAmelCase				=	0

							lowerCAmelCase				=	math.log(1.23     ,						1_0							)
							lowerCAmelCase				=	math.log(1.24     ,						1_0							)
							lowerCAmelCase				=	0

							while position < number:
														lowerCAmelCase				=	log_difference(snake_case__							)

														if difference >= upper_limit:
																					power_iterator += 9_3

														elif difference < lower_limit:
																					power_iterator += 1_9_6

														else:
																					lowerCAmelCase				=	power_iterator
																					power_iterator += 1_9_6
																					position += 1

							return previous_power


if __name__ == "__main__":
	import doctest

	doctest.testmod()

	print(f'{solution() = }')



