diff --git a/cpp/switchchain_exponent_new.cpp b/cpp/switchchain_exponent_new.cpp new file mode 100644 index 0000000000000000000000000000000000000000..3366283f49ba09c0512e994f03e0422951159d27 --- /dev/null +++ b/cpp/switchchain_exponent_new.cpp @@ -0,0 +1,112 @@ +#include "exports.hpp" +#include "graph.hpp" +#include "graph_powerlaw.hpp" +#include "graph_spectrum.hpp" +#include "switchchain.hpp" +#include +#include +#include +#include +#include +#include + +int main(int argc, char* argv[]) { + // Simulation parameters + const int numVerticesMin = 20000; + const int numVerticesMax = 50000; + const int numVerticesStep = 10000; + + //float tauValues[] = {2.1f, 2.2f, 2.3f, 2.4f, 2.5f, 2.6f, 2.7f, 2.8f, 2.9f}; + float tauValues[] = {2.1f, 2.3f, 2.5f, 2.7f, 2.9f}; + + const int totalDegreeSamples = 1000; + + auto getMixingTime = [](int n, float tau) { + return int(50.0f * (50.0f - 30.0f * (tau - 2.0f)) * n); + }; + constexpr int measurements = 10; + constexpr int measureSkip = 1000; // Take a sample every ... steps + + // Output file + std::ofstream outfile; + if (argc >= 2) + outfile.open(argv[1]); + else + outfile.open("graphdata_exponent_new.m"); + if (!outfile.is_open()) { + std::cout << "ERROR: Could not open output file.\n"; + return 1; + } + + // Output Mathematica-style comment to indicate file contents + outfile << "(*\n"; + outfile << "n from " << numVerticesMin << " to " << numVerticesMax + << " step " << numVerticesStep << std::endl; + outfile << "tauValues: " << tauValues << std::endl; + outfile << "degreeSamples: " << totalDegreeSamples << std::endl; + outfile << "mixingTime: 50 * (50 - 30 (tau - 2)) n\n"; + outfile << "data:\n"; + outfile << "1: {n,tau}\n"; + outfile << "2: avgTriangles\n"; + outfile << "*)" << std::endl; + + // Mathematica does not accept normal scientific notation + outfile << std::fixed; + outfile << '{'; + bool outputComma = false; + + std::mt19937 rng(std::random_device{}()); + Graph g; + for (int numVertices = numVerticesMin; numVertices <= numVerticesMax; + numVertices += numVerticesStep) { + for (float tau : tauValues) { + // For a single n,tau take samples over several instances of + // the degree distribution. + for (int degreeSample = 0; degreeSample < totalDegreeSamples; + ++degreeSample) { + DegreeSequence ds; + generatePowerlawGraph(numVertices, tau, g, ds, rng); + + SwitchChain chain; + if (!chain.initialize(g)) { + std::cerr << "Could not initialize Markov chain.\n"; + return 1; + } + + std::cout << "Running (n,tau) = (" << numVertices << ',' + << tau << "). " << std::flush; + + // Mix + int mixingTime = getMixingTime(numVertices, tau); + for (int i = 0; i < mixingTime; ++i) { + chain.doMove(); + } + + std::cout << "Mixing done. " << std::flush; + + long long trianglesTotal = 0; + for (int i = 0; i < measurements; ++i) { + for (int j = 0; j < measureSkip; ++j) + chain.doMove(); + trianglesTotal += chain.g.countTriangles(); + } + float avgTriangles = + float(trianglesTotal) / float(measurements); + + std::cout << "Measuring done." << std::flush; + + if (outputComma) + outfile << ',' << '\n'; + outputComma = true; + + outfile << '{' << '{' << numVertices << ',' << tau << '}'; + outfile << ',' << avgTriangles; + outfile << '}' << std::flush; + + std::cout << "Output done." << std::endl; + } + } + } + outfile << '}'; + return 0; +}