#include #include #include #include #include #include #include #include #include #include #include #include #include #include "velographx/incremental/triangles.hpp" #include "velographx/storage/dynamic_graph.hpp" namespace { using Edge = std::pair; std::vector load_edges(const std::string& path, std::size_t& vertex_count) { std::ifstream in(path); if (!in) throw std::runtime_error("failed to open edge list: " + path); std::vector edges; velographx::VertexId max_vertex = 0; bool saw = false; std::string line; while (std::getline(in, line)) { const auto first = line.find_first_not_of(" \t\r\n"); if (first == std::string::npos || line[first] == '#') continue; std::istringstream row(line); velographx::VertexId u = 0, v = 0; if (!(row >> u >> v)) continue; if (u == v) continue; if (u > v) std::swap(u, v); edges.emplace_back(u, v); max_vertex = std::max(max_vertex, std::max(u, v)); saw = true; } std::sort(edges.begin(), edges.end()); edges.erase(std::unique(edges.begin(), edges.end()), edges.end()); vertex_count = saw ? static_cast(max_vertex) + 1 : 0; return edges; } std::vector parse_fractions(const std::string& value) { std::vector out; std::istringstream input(value); std::string token; while (std::getline(input, token, ',')) { const double v = std::stod(token); if (!(v > 0.0) || !std::isfinite(v)) throw std::runtime_error("invalid fraction"); out.push_back(v); } return out; } std::uint64_t key(velographx::VertexId u, velographx::VertexId v) { if (u > v) std::swap(u, v); return (static_cast(u) << 32U) | v; } velographx::UpdateBatch make_updates(const velographx::DynamicGraph& graph, std::size_t requested, std::uint64_t seed) { velographx::UpdateBatch batch; batch.updates.reserve(requested); std::unordered_set selected; selected.reserve(requested * 2 + 1); const auto n = static_cast(graph.vertex_count()); std::uint64_t state = seed | 1ULL; std::size_t attempts = 0; const std::size_t max_attempts = std::max(requested * 500, 100000); while (batch.updates.size() < requested && attempts++ < max_attempts) { state = state * 6364136223846793005ULL + 1442695040888963407ULL; const auto u = static_cast((state >> 17) % n); state = state * 6364136223846793005ULL + 1442695040888963407ULL; const auto v = static_cast((state >> 17) % n); if (u == v || graph.has_edge(u, v)) continue; if (selected.insert(key(u, v)).second) batch.add(u, v); } if (batch.updates.size() != requested) throw std::runtime_error("could not generate updates"); return batch; } } // namespace int main(int argc, char** argv) { if (argc < 3 || argc > 5) { std::cerr << "usage: velographx_large_scale_triangle_benchmark [repeats] [fractions-csv]\n"; return 2; } const std::string dataset = argv[1]; const auto trusted = static_cast(std::stoull(argv[2])); const int repeats = argc >= 4 ? std::stoi(argv[3]) : 1; const auto fractions = argc == 5 ? parse_fractions(argv[4]) : std::vector{0.00001, 0.0001, 0.001, 0.01}; std::size_t vertices = 0; const auto edges = load_edges(dataset, vertices); if (edges.empty()) return 2; using clock = std::chrono::steady_clock; std::cout << "dataset,vertices,base_edges,fraction,requested_edges,repeat,incremental_ns,full_recompute_ns,speedup,incremental_triangles,recomputed_triangles,correct\n"; for (double fraction : fractions) { const auto requested = std::max(1, static_cast(std::ceil(edges.size() * fraction))); for (int repeat = 0; repeat < repeats; ++repeat) { velographx::DynamicGraph graph(vertices, false); graph.bulk_load_edges(edges); velographx::IncrementalTriangleCount triangles(graph, trusted); const auto updates = make_updates(graph, requested, 0x9e3779b97f4a7c15ULL ^ static_cast(requested) ^ static_cast(repeat + 1)); const auto ib = clock::now(); triangles.apply(updates); const auto ie = clock::now(); const auto incremental_value = triangles.value(); const auto fb = clock::now(); triangles.recompute(); const auto fe = clock::now(); const auto full_value = triangles.value(); const auto ins = std::chrono::duration_cast(ie - ib).count(); const auto fns = std::chrono::duration_cast(fe - fb).count(); const bool correct = incremental_value == full_value; const double speedup = ins > 0 ? static_cast(fns) / static_cast(ins) : std::numeric_limits::quiet_NaN(); std::cout << dataset << ',' << vertices << ',' << edges.size() << ',' << fraction << ',' << requested << ',' << repeat << ',' << ins << ',' << fns << ',' << speedup << ',' << incremental_value << ',' << full_value << ',' << (correct ? 1 : 0) << '\n'; if (!correct) return 1; } } return 0; }