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test_fft.cpp
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155 lines (126 loc) · 5.03 KB
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#include "fft.h"
#include <iostream>
#include <chrono>
#include <cmath>
#include <cassert>
#include <iomanip>
bool test_correctness() {
std::cout << "\n=== Test 1: Correctness ===" << std::endl;
// Test case 1: Simple signal
std::vector<std::complex<double>> signal;
for (int i = 0; i < 8; i++) {
signal.push_back(std::complex<double>(i < 4 ? 1 : 0, 0));
}
auto result = fft(signal);
// DC component should be 4
double dc = result[0].real();
assert(std::abs(dc - 4.0) < 1e-10);
std::cout << "✓ DC component test passed: " << std::fixed << std::setprecision(4) << dc << std::endl;
// Test case 2: Impulse
std::vector<std::complex<double>> impulse(8, std::complex<double>(0, 0));
impulse[0] = std::complex<double>(1, 0);
result = fft(impulse);
// All bins should be 1
bool all_ones = true;
for (const auto& val : result) {
if (std::abs(val.real() - 1.0) >= 1e-10 || std::abs(val.imag()) >= 1e-10) {
all_ones = false;
break;
}
}
assert(all_ones);
std::cout << "✓ Impulse test passed" << std::endl;
// Test case 3: Constant signal
std::vector<std::complex<double>> constant(8, std::complex<double>(1, 0));
result = fft(constant);
// Only DC component should be non-zero
assert(std::abs(result[0].real() - 8.0) < 1e-10);
for (size_t i = 1; i < result.size(); i++) {
assert(std::abs(result[i]) < 1e-10);
}
std::cout << "✓ Constant signal test passed" << std::endl;
std::cout << "Test 1: PASSED\n" << std::endl;
return true;
}
bool test_edge_cases() {
std::cout << "=== Test 2: Edge Cases ===" << std::endl;
// Empty input
std::vector<std::complex<double>> empty;
auto result = fft(empty);
assert(result.empty());
std::cout << "✓ Empty input test passed" << std::endl;
// Single element
std::vector<std::complex<double>> single = {std::complex<double>(5, 0)};
result = fft(single);
assert(result.size() == 1 && result[0] == std::complex<double>(5, 0));
std::cout << "✓ Single element test passed" << std::endl;
// Power of 2 length
std::vector<std::complex<double>> power_of_2 = {
std::complex<double>(1, 0),
std::complex<double>(0, 0),
std::complex<double>(1, 0),
std::complex<double>(0, 0)
};
result = fft(power_of_2);
assert(result.size() == 4);
std::cout << "✓ Power of 2 test passed" << std::endl;
// Non-power of 2
std::vector<std::complex<double>> non_power = {
std::complex<double>(1, 0),
std::complex<double>(2, 0),
std::complex<double>(3, 0)
};
result = fft(non_power);
assert(result.size() == 4);
std::cout << "✓ Non-power of 2 padding test passed" << std::endl;
std::cout << "Test 2: PASSED\n" << std::endl;
return true;
}
bool test_performance() {
std::cout << "=== Test 3: Performance Benchmark ===" << std::endl;
int sizes[] = {64, 256, 1024, 4096};
for (int size : sizes) {
std::vector<std::complex<double>> signal;
for (int i = 0; i < size; i++) {
signal.push_back(std::complex<double>(i % 2, 0));
}
auto start = std::chrono::high_resolution_clock::now();
auto result = fft(signal);
auto end = std::chrono::high_resolution_clock::now();
auto elapsed = std::chrono::duration_cast<std::chrono::microseconds>(end - start);
std::cout << "Size " << std::setw(5) << size << ": "
<< std::setw(8) << std::fixed << std::setprecision(4)
<< elapsed.count() / 1000.0 << " ms" << std::endl;
}
// Performance test
std::vector<std::complex<double>> signal;
for (int i = 0; i < 4096; i++) {
signal.push_back(std::complex<double>(i % 2, 0));
}
auto start = std::chrono::high_resolution_clock::now();
auto result = fft(signal);
auto end = std::chrono::high_resolution_clock::now();
auto elapsed = std::chrono::duration_cast<std::chrono::milliseconds>(end - start);
assert(elapsed.count() < 5000);
std::cout << "\n✓ Performance test passed (4096 samples: "
<< elapsed.count() << " ms)" << std::endl;
std::cout << "Test 3: PASSED\n" << std::endl;
return true;
}
int main() {
std::cout << "==================================================" << std::endl;
std::cout << "C++ FFT Test Suite" << std::endl;
std::cout << "==================================================" << std::endl;
try {
test_correctness();
test_edge_cases();
test_performance();
std::cout << "==================================================" << std::endl;
std::cout << "ALL TESTS PASSED" << std::endl;
std::cout << "==================================================" << std::endl;
return 0;
} catch (const std::exception& e) {
std::cerr << "\n❌ Test failed: " << e.what() << std::endl;
return 1;
}
}