





import unittest

from transformers.image_processing_utils import get_size_dict






class 							_a(     unittest.TestCase     ):







		def 							lowercase							(     self					)   ->   int:


							'''simple docstring'''

							_snake_case							:       Optional[Any]												= {"wrong_key": 2_2_4}
							with self.assertRaises(__snake_case					):
												get_size_dict(__snake_case					)

							_snake_case							:       Union[str, Any]												= {"height": 2_2_4}
							with self.assertRaises(__snake_case					):
												get_size_dict(__snake_case					)

							_snake_case							:       Optional[int]												= {"width": 2_2_4, "shortest_edge": 2_2_4}
							with self.assertRaises(__snake_case					):
												get_size_dict(__snake_case					)

							# Test a dict with the correct keys is returned as is
							_snake_case							:       Union[str, Any]												= {"height": 2_2_4, "width": 2_2_4}
							_snake_case							:       Union[str, Any]												= get_size_dict(__snake_case					)
							self.assertEqual(__snake_case			,    __snake_case					)

							_snake_case							:       List[Any]												= {"shortest_edge": 2_2_4}
							_snake_case							:       Any												= get_size_dict(__snake_case					)
							self.assertEqual(__snake_case			,    {"shortest_edge": 2_2_4}					)

							_snake_case							:       Optional[Any]												= {"longest_edge": 2_2_4, "shortest_edge": 2_2_4}
							_snake_case							:       int												= get_size_dict(__snake_case					)
							self.assertEqual(__snake_case			,    {"longest_edge": 2_2_4, "shortest_edge": 2_2_4}					)

							# Test a single int value which  represents (size, size)
							_snake_case							:       List[str]												= get_size_dict(2_2_4					)
							self.assertEqual(__snake_case			,    {"height": 2_2_4, "width": 2_2_4}					)

							# Test a single int value which represents the shortest edge
							_snake_case							:       Dict												= get_size_dict(2_2_4			,    default_to_square=__snake_case					)
							self.assertEqual(__snake_case			,    {"shortest_edge": 2_2_4}					)

							# Test a tuple of ints which represents (height, width)
							_snake_case							:       Optional[Any]												= get_size_dict((1_5_0, 2_0_0)					)
							self.assertEqual(__snake_case			,    {"height": 1_5_0, "width": 2_0_0}					)

							# Test a tuple of ints which represents (width, height)
							_snake_case							:       Dict												= get_size_dict((1_5_0, 2_0_0)			,    height_width_order=__snake_case					)
							self.assertEqual(__snake_case			,    {"height": 2_0_0, "width": 1_5_0}					)

							# Test an int representing the shortest edge and max_size which represents the longest edge
							_snake_case							:       int												= get_size_dict(2_2_4			,    max_size=2_5_6			,    default_to_square=__snake_case					)
							self.assertEqual(__snake_case			,    {"shortest_edge": 2_2_4, "longest_edge": 2_5_6}					)

							# Test int with default_to_square=True and max_size fails
							with self.assertRaises(__snake_case					):
												get_size_dict(2_2_4			,    max_size=2_5_6			,    default_to_square=__snake_case					)






def  A					(				UpperCAmelCase	,	UpperCAmelCase					):
					# "Simpson Rule"
					# int(f) = delta_x/2 * (b-a)/3*(f1 + 4f2 + 2f_3 + ... + fn)
					_snake_case							:       List[str]												= (boundary[1] - boundary[0]) / steps
					_snake_case							:       List[Any]												= boundary[0]
					_snake_case							:       Tuple												= boundary[1]
					_snake_case							:       str												= make_points(UpperCAmelCase	,	UpperCAmelCase	,	UpperCAmelCase					)
					_snake_case							:       str												= 0.0
					y += (h / 3.0) * f(UpperCAmelCase					)
					_snake_case							:       Tuple												= 2
					for i in x_i:
										y += (h / 3) * (4 - 2 * (cnt % 2)) * f(UpperCAmelCase					)
										cnt += 1
					y += (h / 3.0) * f(UpperCAmelCase					)
					return y







def  A					(				UpperCAmelCase	,	UpperCAmelCase	,	UpperCAmelCase					):
					_snake_case							:       Union[str, Any]												= a + h
					while x < (b - h):
										yield x
										_snake_case							:       Optional[Any]												= x + h







def  A					(				UpperCAmelCase					):  # enter your function here
					_snake_case							:       Dict												= (x - 0) * (x - 0)
					return y







def  A					(				):
					_snake_case							:       int												= 0.0  # Lower bound of integration
					_snake_case							:       Union[str, Any]												= 1.0  # Upper bound of integration
					_snake_case							:       List[str]												= 1_0.0  # define number of steps or resolution
					_snake_case							:       Optional[int]												= [a, b]  # define boundary of integration
					_snake_case							:       List[str]												= method_a(UpperCAmelCase	,	UpperCAmelCase					)
					print(F"""y = {y}"""					)


if __name__ == "__main__":
							main()