/* igraph library. Copyright (C) 2024 The igraph development team This program is free software; you can redistribute it and/or modify it under the terms of the GNU General Public License as published by the Free Software Foundation; either version 2 of the License, or (at your option) any later version. This program is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details. You should have received a copy of the GNU General Public License along with this program. If not, see . */ #include #include "bench.h" /* * Benchmark creating graphs from dense adjacency matrices. * * When there are a small number of non-zero elements (low mean degree), * iterating through the matrix dominates the timing. When there are * many non-zero elements, creating the graphfrom its edge list dominates. */ void adjacency(const igraph_matrix_t *adjmatrix, igraph_adjacency_t mode, igraph_loops_t loops) { igraph_t g; igraph_adjacency(&g, adjmatrix, mode, loops); igraph_destroy(&g); } void weighted_adjacency(const igraph_matrix_t *adjmatrix, igraph_adjacency_t mode, igraph_vector_t *weights, igraph_loops_t loops) { igraph_t g; igraph_weighted_adjacency(&g, adjmatrix, mode, weights, loops); igraph_destroy(&g); } void run_bench(igraph_int_t vcount, igraph_int_t meandeg, igraph_int_t rep) { igraph_t g; igraph_matrix_t mat; igraph_vector_t weights; char msg[128]; igraph_adjacency_t types[] = { IGRAPH_ADJ_DIRECTED, IGRAPH_ADJ_MAX, IGRAPH_ADJ_PLUS, IGRAPH_ADJ_UPPER /* similar to DIRECTED when unweighted, similar to MAX when weighted */ }; const char *names[] = { "DIRECTED", "MAX", "PLUS", "UPPER" }; igraph_matrix_init(&mat, 0, 0); igraph_erdos_renyi_game_gnm(&g, vcount, meandeg * vcount / 2, IGRAPH_DIRECTED, IGRAPH_LOOPS_SW | IGRAPH_MULTI_SW, false); igraph_get_adjacency(&g, &mat, IGRAPH_GET_ADJACENCY_BOTH, NULL, IGRAPH_LOOPS_ONCE); igraph_vector_init(&weights, igraph_ecount(&g)); igraph_destroy(&g); for (size_t i=0; i < sizeof(types) / sizeof(types[0]); i++) { snprintf(msg, sizeof(msg) / sizeof(msg[0]), "%2d vcount=%" IGRAPH_PRId ", meandeg=%3" IGRAPH_PRId ", %8s, unweighted, %" IGRAPH_PRId "x", (int) i+1, vcount, meandeg, names[i], rep); BENCH(msg, REPEAT(adjacency(&mat, types[i], IGRAPH_LOOPS_ONCE), rep)); snprintf(msg, sizeof(msg) / sizeof(msg[0]), "%2d vcount=%" IGRAPH_PRId ", meandeg=%3" IGRAPH_PRId ", %8s, weighted, %" IGRAPH_PRId "x", (int) i+1, vcount, meandeg, names[i], rep); BENCH(msg, REPEAT(weighted_adjacency(&mat, types[i], &weights, IGRAPH_LOOPS_ONCE), rep)); } printf("\n"); igraph_vector_destroy(&weights); igraph_matrix_destroy(&mat); } int main(void) { igraph_rng_seed(igraph_rng_default(), 137); BENCH_INIT(); run_bench(100, 5, 10000); run_bench(100, 50, 10000); run_bench(1000, 5, 100); run_bench(1000, 50, 100); run_bench(1000, 500, 100); run_bench(10000, 5, 1); run_bench(10000, 50, 1); run_bench(10000, 500, 1); return 0; }