/* ============================================================================== This file is part of the JUCE 6 technical preview. Copyright (c) 2020 - Raw Material Software Limited You may use this code under the terms of the GPL v3 (see www.gnu.org/licenses). For this technical preview, this file is not subject to commercial licensing. JUCE IS PROVIDED "AS IS" WITHOUT ANY WARRANTY, AND ALL WARRANTIES, WHETHER EXPRESSED OR IMPLIED, INCLUDING MERCHANTABILITY AND FITNESS FOR PURPOSE, ARE DISCLAIMED. ============================================================================== */ namespace juce { namespace dsp { struct LinearAlgebraUnitTest : public UnitTest { LinearAlgebraUnitTest() : UnitTest ("Linear Algebra UnitTests", UnitTestCategories::dsp) {} struct AdditionTest { template 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 mat1 (2, 4, data1); Matrix mat2 (2, 4, data2); Matrix mat3 (2, 4, data3); u.expect((mat1 + mat2) == mat3); } }; struct DifferenceTest { template 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 mat1 (2, 4, data1); Matrix mat2 (2, 4, data2); Matrix mat3 (2, 4, data3); u.expect((mat1 - mat2) == mat3); } }; struct ScalarMultiplicationTest { template 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 x (2, 4, data1); Matrix expected (2, 4, data2); u.expect ((x * scalar) == expected); } }; struct HadamardProductTest { template 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 mat1 (2, 4, data1); Matrix mat2 (2, 4, data2); Matrix mat3 (2, 4, data3); u.expect (Matrix::hadarmard (mat1, mat2) == mat3); } }; struct MultiplicationTest { template 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 mat1 (2, 4, data1); Matrix mat2 (4, 2, data2); Matrix mat3 (2, 2, data3); u.expect((mat1 * mat2) == mat3); } }; struct IdentityMatrixTest { template 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::identity (4) == Matrix (4, 4, data1)); } }; struct SolvingTest { template 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 X (4, 1, data1); Matrix B (4, 1, data2); Matrix A (4, 4, data3); u.expect (A.solve (B)); u.expect (Matrix::compare (X, B, (ElementType) 1e-4)); } }; template void runTestForAllTypes (const char* unitTestName) { beginTest (unitTestName); TheTest::template run (*this); TheTest::template run (*this); } void runTest() override { runTestForAllTypes ("AdditionTest"); runTestForAllTypes ("DifferenceTest"); runTestForAllTypes ("ScalarMultiplication"); runTestForAllTypes ("HadamardProductTest"); runTestForAllTypes ("MultiplicationTest"); runTestForAllTypes ("IdentityMatrixTest"); runTestForAllTypes ("SolvingTest"); } }; static LinearAlgebraUnitTest linearAlgebraUnitTest; } // namespace dsp } // namespace juce