/**************************************************************************** * Copyright (c) 2025, ArborX authors * * All rights reserved. * * * * This file is part of the ArborX library. ArborX is * * distributed under a BSD 3-clause license. For the licensing terms see * * the LICENSE file in the top-level directory. * * * * SPDX-License-Identifier: BSD-3-Clause * ****************************************************************************/ #include #include #include #include #include #include #include #include "data.hpp" #include "parameters.hpp" #include "print_timers.hpp" template void run_mst(ExecutionSpace const &exec_space, Primitives const &primitives, ArborXBenchmark::Parameters const ¶ms) { using MemorySpace = typename Primitives::memory_space; if (params.verbose) { Kokkos::Profiling::Experimental::set_push_region_callback( ArborXBenchmark::push_region); Kokkos::Profiling::Experimental::set_pop_region_callback( ArborXBenchmark::pop_region); } Kokkos::Profiling::pushRegion("ArborX::MST::total"); ArborX::Experimental::MinimumSpanningTree mst( exec_space, primitives, params.core_min_size); Kokkos::Profiling::popRegion(); if (!params.verbose) return; printf("-- construction : %10.3f\n", ArborXBenchmark::get_time("ArborX::MST::construction")); if (params.core_min_size > 1) printf("-- core distances : %10.3f\n", ArborXBenchmark::get_time("ArborX::MST::compute_core_distances")); printf("-- boruvka : %10.3f\n", ArborXBenchmark::get_time("ArborX::MST::boruvka")); printf("total time : %10.3f\n", ArborXBenchmark::get_time("ArborX::MST::total")); } int main(int argc, char *argv[]) { Kokkos::ScopeGuard guard(argc, argv); using ExecutionSpace = Kokkos::DefaultExecutionSpace; using MemorySpace = ExecutionSpace::memory_space; std::cout << "ArborX version : " << ArborX::version() << std::endl; std::cout << "ArborX hash : " << ArborX::gitCommitHash() << std::endl; std::cout << "Kokkos version : " << ArborX::Details::KokkosExt::version() << std::endl; namespace bpo = boost::program_options; using namespace ArborXBenchmark; Parameters params; std::vector allowed_dendrograms = {"boruvka", "union-find"}; bpo::options_description desc("Allowed options"); bool ascii; // clang-format off desc.add_options() ( "help", "help message" ) ( "ascii", bpo::bool_switch(&ascii), "ascii file indicator") ( "core-min-size", bpo::value(¶ms.core_min_size)->default_value(2), "DBSCAN min_pts") ( "dimension", bpo::value(¶ms.dim)->default_value(-1), "dimension of points to generate" ) ( "filename", bpo::value(¶ms.filename), "filename containing data" ) ( "max-num-points", bpo::value(¶ms.max_num_points)->default_value(-1), "max number of points to read in") ( "n", bpo::value(¶ms.n)->default_value(10), "number of points to generate" ) ( "samples", bpo::value(¶ms.num_samples)->default_value(-1), "number of samples" ) ( "variable-density", bpo::bool_switch(¶ms.variable_density), "type of cluster density to generate" ) ( "verbose", bpo::bool_switch(¶ms.verbose), "verbose") ; // clang-format on bpo::variables_map vm; bpo::store(bpo::command_line_parser(argc, argv).options(desc).run(), vm); bpo::notify(vm); params.binary = !ascii; if (vm.count("help") > 0) { std::cout << desc << '\n'; std::cout << "[Generator Help]\n" "If using generator, the recommended DBSCAN parameters are:\n" "- core-min-size = 10\n" "- eps = 60 (2D constant), 100 (2D variable), 200 (3D " "constant), 400 (3D variable)" << std::endl; return 1; } // Print out the runtime parameters printf("minpts : %d\n", params.core_min_size); printf("verbose : %s\n", (params.verbose ? "true" : "false")); ExecutionSpace exec_space; int dim = (params.filename.empty() ? params.dim : ArborXBenchmark::getDataDimension(params.filename, params.binary)); #define SWITCH_DIM(DIM) \ case DIM: \ run_mst(exec_space, ArborXBenchmark::loadData(params), \ params); \ break; switch (dim) { SWITCH_DIM(2) SWITCH_DIM(3) SWITCH_DIM(4) SWITCH_DIM(5) SWITCH_DIM(6) default: std::cerr << "Error: dimension " << dim << " not allowed\n" << std::endl; } #undef SWITCH_DIM return 0; }