/* ============================================================================== This file is part of the JUCE library. Copyright (c) 2020 - Raw Material Software Limited JUCE is an open source library subject to commercial or open-source licensing. By using JUCE, you agree to the terms of both the JUCE 6 End-User License Agreement and JUCE Privacy Policy (both effective as of the 16th June 2020). End User License Agreement: www.juce.com/juce-6-licence Privacy Policy: www.juce.com/juce-privacy-policy Or: You may also use this code under the terms of the GPL v3 (see www.gnu.org/licenses). 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 FFTUnitTest : public UnitTest { FFTUnitTest() : UnitTest ("FFT", UnitTestCategories::dsp) {} static void fillRandom (Random& random, Complex* buffer, size_t n) { for (size_t i = 0; i < n; ++i) buffer[i] = Complex ((2.0f * random.nextFloat()) - 1.0f, (2.0f * random.nextFloat()) - 1.0f); } static void fillRandom (Random& random, float* buffer, size_t n) { for (size_t i = 0; i < n; ++i) buffer[i] = (2.0f * random.nextFloat()) - 1.0f; } static Complex freqConvolution (const Complex* in, float freq, size_t n) { Complex sum (0.0, 0.0); for (size_t i = 0; i < n; ++i) sum += in[i] * exp (Complex (0, static_cast (i) * freq)); return sum; } static void performReferenceFourier (const Complex* in, Complex* out, size_t n, bool reverse) { auto base_freq = static_cast (((reverse ? 1.0 : -1.0) * MathConstants::twoPi) / static_cast (n)); for (size_t i = 0; i < n; ++i) out[i] = freqConvolution (in, static_cast(i) * base_freq, n); } static void performReferenceFourier (const float* in, Complex* out, size_t n, bool reverse) { HeapBlock> buffer (n); for (size_t i = 0; i < n; ++i) buffer.getData()[i] = Complex (in[i], 0.0f); float base_freq = static_cast (((reverse ? 1.0 : -1.0) * MathConstants::twoPi) / static_cast (n)); for (size_t i = 0; i < n; ++i) out[i] = freqConvolution (buffer.getData(), static_cast(i) * base_freq, n); } //============================================================================== template static bool checkArrayIsSimilar (Type* a, Type* b, size_t n) noexcept { for (size_t i = 0; i < n; ++i) if (std::abs (a[i] - b[i]) > 1e-3f) return false; return true; } struct RealTest { static void run (FFTUnitTest& u) { Random random (378272); for (size_t order = 0; order <= 8; ++order) { auto n = (1u << order); FFT fft ((int) order); HeapBlock input (n); HeapBlock> reference (n), output (n); fillRandom (random, input.getData(), n); performReferenceFourier (input.getData(), reference.getData(), n, false); // fill only first half with real numbers zeromem (output.getData(), n * sizeof (Complex)); memcpy (reinterpret_cast (output.getData()), input.getData(), n * sizeof (float)); fft.performRealOnlyForwardTransform ((float*) output.getData()); u.expect (checkArrayIsSimilar (reference.getData(), output.getData(), n)); // fill only first half with real numbers zeromem (output.getData(), n * sizeof (Complex)); memcpy (reinterpret_cast (output.getData()), input.getData(), n * sizeof (float)); fft.performRealOnlyForwardTransform ((float*) output.getData(), true); std::fill (reference.getData() + ((n >> 1) + 1), reference.getData() + n, std::complex (0.0f)); u.expect (checkArrayIsSimilar (reference.getData(), output.getData(), (n >> 1) + 1)); memcpy (output.getData(), reference.getData(), n * sizeof (Complex)); fft.performRealOnlyInverseTransform ((float*) output.getData()); u.expect (checkArrayIsSimilar ((float*) output.getData(), input.getData(), n)); } } }; struct FrequencyOnlyTest { static void run(FFTUnitTest& u) { Random random (378272); for (size_t order = 0; order <= 8; ++order) { auto n = (1u << order); FFT fft ((int) order); HeapBlock inout (n << 1), reference (n << 1); HeapBlock> frequency (n); fillRandom (random, inout.getData(), n); zeromem (reference.getData(), sizeof (float) * ((size_t) n << 1)); performReferenceFourier (inout.getData(), frequency.getData(), n, false); for (size_t i = 0; i < n; ++i) reference.getData()[i] = std::abs (frequency.getData()[i]); fft.performFrequencyOnlyForwardTransform (inout.getData()); u.expect (checkArrayIsSimilar (inout.getData(), reference.getData(), n)); } } }; struct ComplexTest { static void run(FFTUnitTest& u) { Random random (378272); for (size_t order = 0; order <= 7; ++order) { auto n = (1u << order); FFT fft ((int) order); HeapBlock> input (n), buffer (n), output (n), reference (n); fillRandom (random, input.getData(), n); performReferenceFourier (input.getData(), reference.getData(), n, false); memcpy (buffer.getData(), input.getData(), sizeof (Complex) * n); fft.perform (buffer.getData(), output.getData(), false); u.expect (checkArrayIsSimilar (output.getData(), reference.getData(), n)); memcpy (buffer.getData(), reference.getData(), sizeof (Complex) * n); fft.perform (buffer.getData(), output.getData(), true); u.expect (checkArrayIsSimilar (output.getData(), input.getData(), n)); } } }; template void runTestForAllTypes (const char* unitTestName) { beginTest (unitTestName); TheTest::run (*this); } void runTest() override { runTestForAllTypes ("Real input numbers Test"); runTestForAllTypes ("Frequency only Test"); runTestForAllTypes ("Complex input numbers Test"); } }; static FFTUnitTest fftUnitTest; } // namespace dsp } // namespace juce