/* ============================================================================== 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 FFTUnitTest final : 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); std::vector inout ((size_t) n << 1), reference ((size_t) n << 1); std::vector> frequency (n); fillRandom (random, inout.data(), n); zeromem (reference.data(), sizeof (float) * ((size_t) n << 1)); performReferenceFourier (inout.data(), frequency.data(), n, false); for (size_t i = 0; i < n; ++i) reference[i] = std::abs (frequency[i]); for (auto ignoreNegative : { false, true }) { auto inoutCopy = inout; fft.performFrequencyOnlyForwardTransform (inoutCopy.data(), ignoreNegative); auto numMatching = ignoreNegative ? (n / 2) + 1 : n; u.expect (checkArrayIsSimilar (inoutCopy.data(), reference.data(), numMatching)); } } } }; 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 juce::dsp