

import unittest

from .lib import (
    Matrix,
    Vector,
    axpy,
    square_zero_matrix,
    unit_basis_vector,
    zero_vector,
)


class 			A						(							unittest.TestCase			):







    """simple docstring"""





    def 						snake_case__					(				self			:	Optional[Any]		)->   None:





        '''simple docstring'''







        A__   				=       Vector([1, 2, 3]		)
        self.assertEqual(x.component(0		),1		)
        self.assertEqual(x.component(2		),3		)
        A__   				=       Vector()


    def 						snake_case__					(				self			:	List[Any]		)->   None:





        '''simple docstring'''







        A__   				=       Vector([0, 0, 0, 0, 0, 1]		)
        self.assertEqual(str(lowercase_		),'(0,0,0,0,0,1)'		)


    def 						snake_case__					(				self			:	Optional[int]		)->   None:





        '''simple docstring'''







        A__   				=       Vector([1, 2, 3, 4]		)
        self.assertEqual(len(lowercase_		),4		)


    def 						snake_case__					(				self			:	Tuple		)->   None:





        '''simple docstring'''







        A__   				=       Vector([1, 2]		)
        A__   				=       Vector([1, 2, 3, 4, 5]		)
        A__   				=       Vector([0, 0, 0, 0, 0, 0, 0, 0, 0, 0]		)
        A__   				=       Vector([1, -1, 1, -1, 2, -3, 4, -5]		)
        self.assertAlmostEqual(x.euclidean_length(),2.236,3		)
        self.assertAlmostEqual(y.euclidean_length(),7.416,3		)
        self.assertEqual(z.euclidean_length(),0		)
        self.assertAlmostEqual(w.euclidean_length(),7.616,3		)


    def 						snake_case__					(				self			:	List[Any]		)->   None:





        '''simple docstring'''







        A__   				=       Vector([1, 2, 3]		)
        A__   				=       Vector([1, 1, 1]		)
        self.assertEqual((x + y).component(0		),2		)
        self.assertEqual((x + y).component(1		),3		)
        self.assertEqual((x + y).component(2		),4		)


    def 						snake_case__					(				self			:	Any		)->   None:





        '''simple docstring'''







        A__   				=       Vector([1, 2, 3]		)
        A__   				=       Vector([1, 1, 1]		)
        self.assertEqual((x - y).component(0		),0		)
        self.assertEqual((x - y).component(1		),1		)
        self.assertEqual((x - y).component(2		),2		)


    def 						snake_case__					(				self			:	List[str]		)->   None:





        '''simple docstring'''







        A__   				=       Vector([1, 2, 3]		)
        A__   				=       Vector([2, -1, 4]		)  # for test of dot product
        A__   				=       Vector([1, -2, -1]		)
        self.assertEqual(str(x * 3.0		),'(3.0,6.0,9.0)'		)
        self.assertEqual((a * b),0		)


    def 						snake_case__					(				self			:	int		)->   None:





        '''simple docstring'''







        self.assertEqual(str(zero_vector(1_0		)		).count('0'		),1_0		)


    def 						snake_case__					(				self			:	Optional[Any]		)->   None:





        '''simple docstring'''







        self.assertEqual(str(unit_basis_vector(3,1		)		),'(0,1,0)'		)


    def 						snake_case__					(				self			:	int		)->   None:





        '''simple docstring'''







        A__   				=       Vector([1, 2, 3]		)
        A__   				=       Vector([1, 0, 1]		)
        self.assertEqual(str(axpy(2,lowercase_,lowercase_		)		),'(3,4,7)'		)


    def 						snake_case__					(				self			:	Any		)->   None:





        '''simple docstring'''







        A__   				=       Vector([1, 0, 0, 0, 0, 0]		)
        A__   				=       x.copy()
        self.assertEqual(str(lowercase_		),str(lowercase_		)		)


    def 						snake_case__					(				self			:	Tuple		)->   None:





        '''simple docstring'''







        A__   				=       Vector([1, 0, 0]		)
        x.change_component(0,0		)
        x.change_component(1,1		)
        self.assertEqual(str(lowercase_		),'(0,1,0)'		)


    def 						snake_case__					(				self			:	Union[str, Any]		)->   None:





        '''simple docstring'''







        A__   				=       Matrix([[1, 2, 3], [2, 4, 5], [6, 7, 8]],3,3		)
        self.assertEqual('|1,2,3|\n|2,4,5|\n|6,7,8|\n',str(lowercase_		)		)


    def 						snake_case__					(				self			:	Any		)->   None:





        '''simple docstring'''







        A__   				=       Matrix([[1, 2, 3], [2, 4, 5], [6, 7, 8]],3,3		)
        A__   				=       [[-3, -1_4, -1_0], [-5, -1_0, -5], [-2, -1, 0]]
        for x in range(a.height()		):
            for y in range(a.width()		):
                self.assertEqual(minors[x][y],a.minor(lowercase_,lowercase_		)		)


    def 						snake_case__					(				self			:	Any		)->   None:





        '''simple docstring'''







        A__   				=       Matrix([[1, 2, 3], [2, 4, 5], [6, 7, 8]],3,3		)
        A__   				=       [[-3, 1_4, -1_0], [5, -1_0, 5], [-2, 1, 0]]
        for x in range(a.height()		):
            for y in range(a.width()		):
                self.assertEqual(cofactors[x][y],a.cofactor(lowercase_,lowercase_		)		)


    def 						snake_case__					(				self			:	List[str]		)->   None:





        '''simple docstring'''







        A__   				=       Matrix([[1, 2, 3], [2, 4, 5], [6, 7, 8]],3,3		)
        self.assertEqual(-5,a.determinant()		)


    def 						snake_case__					(				self			:	Dict		)->   None:





        '''simple docstring'''







        A__   				=       Matrix([[1, 2, 3], [4, 5, 6], [7, 8, 9]],3,3		)
        A__   				=       Vector([1, 2, 3]		)
        self.assertEqual('(14,32,50)',str(a * x		)		)
        self.assertEqual('|2,4,6|\n|8,10,12|\n|14,16,18|\n',str(a * 2		)		)


    def 						snake_case__					(				self			:	Tuple		)->   None:





        '''simple docstring'''







        A__   				=       Matrix([[1, 2, 3], [2, 4, 5], [6, 7, 8]],3,3		)
        a.change_component(0,2,5		)
        self.assertEqual('|1,2,5|\n|2,4,5|\n|6,7,8|\n',str(lowercase_		)		)


    def 						snake_case__					(				self			:	List[Any]		)->   None:





        '''simple docstring'''







        A__   				=       Matrix([[1, 2, 3], [2, 4, 5], [6, 7, 8]],3,3		)
        self.assertEqual(7,a.component(2,1		),0.01		)


    def 						snake_case__					(				self			:	str		)->   None:





        '''simple docstring'''







        A__   				=       Matrix([[1, 2, 3], [2, 4, 5], [6, 7, 8]],3,3		)
        A__   				=       Matrix([[1, 2, 7], [2, 4, 5], [6, 7, 1_0]],3,3		)
        self.assertEqual('|2,4,10|\n|4,8,10|\n|12,14,18|\n',str(a + b		)		)


    def 						snake_case__					(				self			:	List[Any]		)->   None:





        '''simple docstring'''







        A__   				=       Matrix([[1, 2, 3], [2, 4, 5], [6, 7, 8]],3,3		)
        A__   				=       Matrix([[1, 2, 7], [2, 4, 5], [6, 7, 1_0]],3,3		)
        self.assertEqual('|0,0,-4|\n|0,0,0|\n|0,0,-2|\n',str(a - b		)		)


    def 						snake_case__					(				self			:	Optional[Any]		)->   None:





        '''simple docstring'''







        self.assertEqual(
            '|0,0,0,0,0|\n|0,0,0,0,0|\n|0,0,0,0,0|\n|0,0,0,0,0|\n|0,0,0,0,0|\n',str(square_zero_matrix(5		)		),)


if __name__ == "__main__":
     unittest.main()





from ...utils import (
    OptionalDependencyNotAvailable,
    is_torch_available,
    is_transformers_available,
    is_transformers_version,
)


try:
     if not (is_transformers_available() and is_torch_available()):
          raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
     from ...utils.dummy_torch_and_transformers_objects import (
         ImageTextPipelineOutput,
         UniDiffuserPipeline,
     )
else:
     from .modeling_text_decoder import UniDiffuserTextDecoder
     from .modeling_uvit import UniDiffuserModel, UTransformeraDModel
     from .pipeline_unidiffuser import ImageTextPipelineOutput, UniDiffuserPipeline

