#include #include #include #include #include #include #include #include #include #include #include #include #include #include "velographx/algorithms.hpp" #include "velographx/incremental/bfs.hpp" #include "velographx/incremental/weighted_sssp.hpp" #include "velographx/io.hpp" #include "velographx/storage/dynamic_graph.hpp" #include "velographx/storage/weighted_dynamic_graph.hpp" namespace { using clock_type = std::chrono::steady_clock; using velographx::EdgeWeight; using velographx::VertexId; std::uint64_t elapsed_us(clock_type::time_point a, clock_type::time_point b) { return static_cast( std::chrono::duration_cast(b - a).count()); } template std::uint64_t digest(const std::vector& values) { std::uint64_t h = 1469598103934665603ULL; for (const auto value : values) { std::uint64_t x = static_cast(value); for (int i = 0; i < 8; ++i) { h ^= (x & 0xffU); h *= 1099511628211ULL; x >>= 8; } } return h; } struct WeightedInput { std::size_t vertices{}; std::vector> edges; }; WeightedInput read_weighted_edges(const std::string& path) { std::ifstream in(path); if (!in) throw std::runtime_error("cannot open weighted edge list: " + path); WeightedInput out; std::string line; while (std::getline(in, line)) { if (line.empty() || line[0] == '#') continue; std::istringstream row(line); std::uint64_t u, v, w; if (!(row >> u >> v >> w)) continue; out.edges.emplace_back(static_cast(u), static_cast(v), static_cast(w)); out.vertices = std::max(out.vertices, std::max(u, v) + 1); } return out; } velographx::WeightedDynamicGraph build_weighted(const WeightedInput& input, bool directed = false) { velographx::WeightedDynamicGraph graph(input.vertices, directed); velographx::WeightedUpdateBatch batch; batch.updates.reserve(input.edges.size()); for (const auto& [u, v, w] : input.edges) batch.add(u, v, w); graph.apply(batch); return graph; } std::vector serial_dijkstra(const velographx::WeightedDynamicGraph& graph, VertexId source) { constexpr auto inf = velographx::IncrementalWeightedSSSP::kInf; std::vector dist(graph.vertex_count(), inf); using Item = std::pair; std::priority_queue, std::greater> q; if (source < dist.size()) { dist[source] = 0; q.push({0, source}); } while (!q.empty()) { const auto [du, u] = q.top(); q.pop(); if (du != dist[u]) continue; graph.for_each_neighbor(u, [&](VertexId v, EdgeWeight w) { if (du <= inf - w && du + w < dist[v]) { dist[v] = du + w; q.push({dist[v], v}); } }); } return dist; } velographx::DynamicGraph read_dynamic_unweighted(const std::string& path, bool directed = false) { std::ifstream in(path); if (!in) throw std::runtime_error("cannot open edge list: " + path); std::vector> edges; std::size_t vertices = 0; std::uint64_t u, v; while (in >> u >> v) { edges.emplace_back(static_cast(u), static_cast(v)); vertices = std::max(vertices, std::max(u, v) + 1); } velographx::DynamicGraph graph(vertices, directed); graph.bulk_load_edges(edges); return graph; } velographx::UpdateBatch read_unweighted_updates(const std::string& path) { std::ifstream in(path); if (!in) throw std::runtime_error("cannot open update list: " + path); velographx::UpdateBatch batch; std::uint64_t u, v; while (in >> u >> v) batch.add(static_cast(u), static_cast(v)); return batch; } velographx::WeightedUpdateBatch read_weighted_updates(const std::string& path) { const auto input = read_weighted_edges(path); velographx::WeightedUpdateBatch batch; batch.updates.reserve(input.edges.size()); for (const auto& [u, v, w] : input.edges) batch.add(u, v, w); return batch; } void print_json(const std::string& algorithm, VertexId source, std::uint64_t kernel_us, std::uint64_t result_digest, bool exact, std::size_t vertices, const std::string& extra = "") { std::cout << "{\"algorithm\":\"" << algorithm << "\",\"source\":" << source << ",\"kernel_us\":" << kernel_us << ",\"digest\":" << result_digest << ",\"exact\":" << (exact ? "true" : "false") << ",\"vertices\":" << vertices; if (!extra.empty()) std::cout << ',' << extra; std::cout << "}\n"; } int static_bfs(const std::string& path, VertexId source, bool directed = false) { const auto graph = velographx::load_edge_list(path, directed); const auto begin = clock_type::now(); const auto dist = velographx::bfs_distances(graph, source); const auto end = clock_type::now(); print_json(directed ? "bfs_directed" : "bfs", source, elapsed_us(begin, end), digest(dist), true, graph.vertex_count()); return 0; } int static_sssp(const std::string& path, VertexId source, bool directed = false) { const auto input = read_weighted_edges(path); auto graph = build_weighted(input, directed); const auto begin = clock_type::now(); velographx::IncrementalWeightedSSSP sssp(graph, source); const auto end = clock_type::now(); const auto oracle = serial_dijkstra(graph, source); const bool exact = sssp.distances() == oracle; print_json(directed ? "sssp_directed" : "sssp", source, elapsed_us(begin, end), digest(sssp.distances()), exact, graph.vertex_count()); return exact ? 0 : 3; } int dynamic_bfs(const std::string& base, const std::string& updates, VertexId source) { auto graph = read_dynamic_unweighted(base); velographx::IncrementalBFS bfs(graph, source); const auto batch = read_unweighted_updates(updates); const auto begin = clock_type::now(); bfs.apply(batch); const auto end = clock_type::now(); const auto full_begin = clock_type::now(); velographx::IncrementalBFS full(graph, source); const auto full_end = clock_type::now(); const bool exact = bfs.distances() == full.distances(); print_json("dynamic_bfs", source, elapsed_us(begin, end), digest(bfs.distances()), exact, graph.vertex_count(), "\"full_recompute_us\":" + std::to_string(elapsed_us(full_begin, full_end)) + ",\"update_count\":" + std::to_string(batch.updates.size())); return exact ? 0 : 3; } int dynamic_sssp(const std::string& base, const std::string& updates, VertexId source) { auto graph = build_weighted(read_weighted_edges(base)); velographx::IncrementalWeightedSSSP sssp(graph, source); const auto batch = read_weighted_updates(updates); const auto begin = clock_type::now(); sssp.apply(batch); const auto end = clock_type::now(); const auto full_begin = clock_type::now(); velographx::IncrementalWeightedSSSP full(graph, source); const auto full_end = clock_type::now(); const bool exact = sssp.distances() == full.distances() && sssp.distances() == serial_dijkstra(graph, source); print_json("dynamic_sssp", source, elapsed_us(begin, end), digest(sssp.distances()), exact, graph.vertex_count(), "\"full_recompute_us\":" + std::to_string(elapsed_us(full_begin, full_end)) + ",\"update_count\":" + std::to_string(batch.updates.size())); return exact ? 0 : 3; } } // namespace int main(int argc, char** argv) { try { if (argc < 4) { std::cerr << "usage: velographx_native_baseline_benchmark " " " " [updates] \n"; return 2; } const std::string mode = argv[1]; if (mode == "bfs" || mode == "bfs-directed" || mode == "sssp" || mode == "sssp-directed") { const auto source = static_cast(std::stoul(argv[3])); if (mode == "bfs") return static_bfs(argv[2], source, false); if (mode == "bfs-directed") return static_bfs(argv[2], source, true); if (mode == "sssp") return static_sssp(argv[2], source, false); return static_sssp(argv[2], source, true); } if (argc != 5) return 2; const auto source = static_cast(std::stoul(argv[4])); if (mode == "dynamic-bfs") return dynamic_bfs(argv[2], argv[3], source); if (mode == "dynamic-sssp") return dynamic_sssp(argv[2], argv[3], source); return 2; } catch (const std::exception& e) { std::cerr << e.what() << '\n'; return 4; } }