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/*
==============================================================================
This file is part of the JUCE framework.
Copyright (c) Raw Material Software Limited
JUCE is an open source framework subject to commercial or open source
licensing.
By downloading, installing, or using the JUCE framework, or combining the
JUCE framework with any other source code, object code, content or any other
copyrightable work, you agree to the terms of the JUCE End User Licence
Agreement, and all incorporated terms including the JUCE Privacy Policy and
the JUCE Website Terms of Service, as applicable, which will bind you. If you
do not agree to the terms of these agreements, we will not license the JUCE
framework to you, and you must discontinue the installation or download
process and cease use of the JUCE framework.
JUCE End User Licence Agreement: https://juce.com/legal/juce-8-licence/
JUCE Privacy Policy: https://juce.com/juce-privacy-policy
JUCE Website Terms of Service: https://juce.com/juce-website-terms-of-service/
Or:
You may also use this code under the terms of the AGPLv3:
https://www.gnu.org/licenses/agpl-3.0.en.html
THE JUCE FRAMEWORK IS PROVIDED "AS IS" WITHOUT ANY WARRANTY, AND ALL
WARRANTIES, WHETHER EXPRESSED OR IMPLIED, INCLUDING WARRANTY OF
MERCHANTABILITY OR FITNESS FOR A PARTICULAR PURPOSE, ARE DISCLAIMED.
==============================================================================
*/
namespace juce::dsp
{
struct LinearAlgebraUnitTest final : public UnitTest
{
LinearAlgebraUnitTest()
: UnitTest ("Linear Algebra UnitTests", UnitTestCategories::dsp)
{}
struct AdditionTest
{
template <typename ElementType>
static void run (LinearAlgebraUnitTest& u)
{
const ElementType data1[] = { 1, 2, 3, 4, 5, 6, 7, 8 };
const ElementType data2[] = { 1, -1, 3, -1, 5, -1, 7, -1 };
const ElementType data3[] = { 2, 1, 6, 3, 10, 5, 14, 7 };
Matrix<ElementType> mat1 (2, 4, data1);
Matrix<ElementType> mat2 (2, 4, data2);
Matrix<ElementType> mat3 (2, 4, data3);
u.expect ((mat1 + mat2) == mat3);
}
};
struct DifferenceTest
{
template <typename ElementType>
static void run (LinearAlgebraUnitTest& u)
{
const ElementType data1[] = { 1, 2, 3, 4, 5, 6, 7, 8 };
const ElementType data2[] = { 1, -1, 3, -1, 5, -1, 7, -1 };
const ElementType data3[] = { 0, 3, 0, 5, 0, 7, 0, 9 };
Matrix<ElementType> mat1 (2, 4, data1);
Matrix<ElementType> mat2 (2, 4, data2);
Matrix<ElementType> mat3 (2, 4, data3);
u.expect ((mat1 - mat2) == mat3);
}
};
struct ScalarMultiplicationTest
{
template <typename ElementType>
static void run (LinearAlgebraUnitTest& u)
{
const ElementType data1[] = { 1, 2, 3, 4, 5, 6, 7, 8 };
const ElementType scalar = 2.0;
const ElementType data2[] = { 2, 4, 6, 8, 10, 12, 14, 16 };
Matrix<ElementType> x (2, 4, data1);
Matrix<ElementType> expected (2, 4, data2);
u.expect ((x * scalar) == expected);
}
};
struct HadamardProductTest
{
template <typename ElementType>
static void run (LinearAlgebraUnitTest& u)
{
const ElementType data1[] = { 1, 2, 3, 4, 5, 6, 7, 8 };
const ElementType data2[] = { 1, -1, 3, -1, 5, -1, 7, -1 };
const ElementType data3[] = { 1, -2, 9, -4, 25, -6, 49, -8 };
Matrix<ElementType> mat1 (2, 4, data1);
Matrix<ElementType> mat2 (2, 4, data2);
Matrix<ElementType> mat3 (2, 4, data3);
u.expect (Matrix<ElementType>::hadarmard (mat1, mat2) == mat3);
}
};
struct MultiplicationTest
{
template <typename ElementType>
static void run (LinearAlgebraUnitTest& u)
{
const ElementType data1[] = { 1, 2, 3, 4, 5, 6, 7, 8 };
const ElementType data2[] = { 1, -1, 3, -1, 5, -1, 7, -1 };
const ElementType data3[] = { 50, -10, 114, -26 };
Matrix<ElementType> mat1 (2, 4, data1);
Matrix<ElementType> mat2 (4, 2, data2);
Matrix<ElementType> mat3 (2, 2, data3);
u.expect ((mat1 * mat2) == mat3);
}
};
struct IdentityMatrixTest
{
template <typename ElementType>
static void run (LinearAlgebraUnitTest& u)
{
const ElementType data1[] = { 1, 0, 0, 0, 0, 1, 0, 0, 0, 0, 1, 0, 0, 0, 0, 1};
u.expect (Matrix<ElementType>::identity (4) == Matrix<ElementType> (4, 4, data1));
}
};
struct SolvingTest
{
template <typename ElementType>
static void run (LinearAlgebraUnitTest& u)
{
const ElementType data1[] = { 1, -1, 2, -2 };
const ElementType data2[] = { -1, 0, -1, -7 };
const ElementType data3[] = { 1, 4, 2, 1, -1, 1, 4, 3, -2, -1, 1, 1, -1, 0, 1, 4 };
Matrix<ElementType> X (4, 1, data1);
Matrix<ElementType> B (4, 1, data2);
Matrix<ElementType> A (4, 4, data3);
u.expect (A.solve (B));
u.expect (Matrix<ElementType>::compare (X, B, (ElementType) 1e-4));
}
};
template <class TheTest>
void runTestForAllTypes (const char* unitTestName)
{
beginTest (unitTestName);
TheTest::template run<float> (*this);
TheTest::template run<double> (*this);
}
void runTest() override
{
runTestForAllTypes<AdditionTest> ("AdditionTest");
runTestForAllTypes<DifferenceTest> ("DifferenceTest");
runTestForAllTypes<ScalarMultiplicationTest> ("ScalarMultiplication");
runTestForAllTypes<HadamardProductTest> ("HadamardProductTest");
runTestForAllTypes<MultiplicationTest> ("MultiplicationTest");
runTestForAllTypes<IdentityMatrixTest> ("IdentityMatrixTest");
runTestForAllTypes<SolvingTest> ("SolvingTest");
}
};
static LinearAlgebraUnitTest linearAlgebraUnitTest;
} // namespace juce::dsp
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