/* -*- mode: C -*- */ /* IGraph library. Copyright (C) 2007-2012 Gabor Csardi 334 Harvard street, Cambridge, MA 02139 USA 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, write to the Free Software Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA */ #include int print_vector(const igraph_vector_t *v) { long int i, n = igraph_vector_size(v); for (i = 0; i < n; i++) { printf("%.2g", (double)VECTOR(*v)[i]); if (i != n - 1) { printf(" "); } } printf("\n"); return 0; } int print_matrix(const igraph_matrix_t *m) { long int i, j, nrow = igraph_matrix_nrow(m), ncol = igraph_matrix_ncol(m); for (i = 0; i < nrow; i++) { for (j = 0; j < ncol; j++) { printf("%.2g", (double)MATRIX(*m, i, j)); if (j != ncol - 1) { printf(" "); } } printf("\n"); } return 0; } int main() { igraph_t g; igraph_matrix_t merges; igraph_vector_t membership; igraph_vector_t x; igraph_arpack_options_t options; /* Zachary Karate club */ igraph_small(&g, 0, IGRAPH_UNDIRECTED, 0, 1, 0, 2, 0, 3, 0, 4, 0, 5, 0, 6, 0, 7, 0, 8, 0, 10, 0, 11, 0, 12, 0, 13, 0, 17, 0, 19, 0, 21, 0, 31, 1, 2, 1, 3, 1, 7, 1, 13, 1, 17, 1, 19, 1, 21, 1, 30, 2, 3, 2, 7, 2, 8, 2, 9, 2, 13, 2, 27, 2, 28, 2, 32, 3, 7, 3, 12, 3, 13, 4, 6, 4, 10, 5, 6, 5, 10, 5, 16, 6, 16, 8, 30, 8, 32, 8, 33, 9, 33, 13, 33, 14, 32, 14, 33, 15, 32, 15, 33, 18, 32, 18, 33, 19, 33, 20, 32, 20, 33, 22, 32, 22, 33, 23, 25, 23, 27, 23, 29, 23, 32, 23, 33, 24, 25, 24, 27, 24, 31, 25, 31, 26, 29, 26, 33, 27, 33, 28, 31, 28, 33, 29, 32, 29, 33, 30, 32, 30, 33, 31, 32, 31, 33, 32, 33, -1); igraph_matrix_init(&merges, 0, 0); igraph_vector_init(&membership, 0); igraph_vector_init(&x, 0); igraph_arpack_options_init(&options); igraph_community_leading_eigenvector(&g, /*weights=*/ 0, &merges, &membership, 1, &options, /*modularity=*/ 0, /*start=*/ 0, /*eigenvalues=*/ 0, /*eigenvectors=*/ 0, /*history=*/ 0, /*callback=*/ 0, /*callback_extra=*/ 0); print_matrix(&merges); print_vector(&membership); printf("\n"); /* Make all the steps */ igraph_community_leading_eigenvector(&g, /*weights=*/ 0, &merges, &membership, igraph_vcount(&g), &options, /*modularity=*/ 0, /*start=*/ 0, /*eigenvalues=*/ 0, /*eigenvectors=*/ 0, /*history=*/ 0, /*callback=*/ 0, /*callback_extra=*/ 0); print_matrix(&merges); print_vector(&membership); igraph_vector_destroy(&x); igraph_vector_destroy(&membership); igraph_matrix_destroy(&merges); igraph_destroy(&g); return 0; }