/* -*- mode: C -*- */ /* IGraph library. Copyright (C) 2006-2012 Gabor Csardi <csardi.gabor@gmail.com> 334 Harvard st, 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 <igraph.h> #include <unistd.h> #include <libgen.h> void warning_handler_stdout (const char *reason, const char *file, int line, int igraph_errno) { IGRAPH_UNUSED(igraph_errno); printf("Warning: %s\n", reason); } void print_vector(igraph_vector_t *v, FILE *f) { long int i; for (i=0; i<igraph_vector_size(v); i++) { fprintf(f, " %4.2f", VECTOR(*v)[i]); } fprintf(f, "\n"); } igraph_warning_handler_t *oldwarn; int main() { igraph_t g; igraph_vector_t v, res, reset, weights; igraph_arpack_options_t arpack_options; igraph_real_t value; int ret; igraph_pagerank_power_options_t power_options; /* Test graphs taken from http://www.iprcom.com/papers/pagerank/ */ igraph_vector_init(&v, 10); VECTOR(v)[0]=0; VECTOR(v)[1]=1; VECTOR(v)[2]=1; VECTOR(v)[3]=2; VECTOR(v)[4]=2; VECTOR(v)[5]=0; VECTOR(v)[6]=3; VECTOR(v)[7]=2; VECTOR(v)[8]=0; VECTOR(v)[9]=2; igraph_create(&g, &v, 0, 1); igraph_vector_init(&res, 0); oldwarn=igraph_set_warning_handler(warning_handler_stdout); igraph_pagerank_old(&g, &res, igraph_vss_all(), 1, 1000, 0.001, 0.85, 0); print_vector(&res, stdout); igraph_vector_destroy(&res); igraph_vector_destroy(&v); igraph_destroy(&g); igraph_vector_init(&v, 28); VECTOR(v)[ 0]=0; VECTOR(v)[ 1]=1; VECTOR(v)[ 2]=0; VECTOR(v)[ 3]=2; VECTOR(v)[ 4]=0; VECTOR(v)[ 5]=3; VECTOR(v)[ 6]=1; VECTOR(v)[ 7]=0; VECTOR(v)[ 8]=2; VECTOR(v)[ 9]=0; VECTOR(v)[10]=3; VECTOR(v)[11]=0; VECTOR(v)[12]=3; VECTOR(v)[13]=4; VECTOR(v)[14]=3; VECTOR(v)[15]=5; VECTOR(v)[16]=3; VECTOR(v)[17]=6; VECTOR(v)[18]=3; VECTOR(v)[19]=7; VECTOR(v)[20]=4; VECTOR(v)[21]=0; VECTOR(v)[22]=5; VECTOR(v)[23]=0; VECTOR(v)[24]=6; VECTOR(v)[25]=0; VECTOR(v)[26]=7; VECTOR(v)[27]=0; igraph_create(&g, &v, 0, 1); igraph_vector_init(&res, 0); igraph_pagerank_old(&g, &res, igraph_vss_all(), 1, 10000, 0.0001, 0.85, 0); print_vector(&res, stdout); igraph_vector_destroy(&res); igraph_vector_destroy(&v); igraph_destroy(&g); igraph_set_warning_handler(oldwarn); /* New PageRank */ igraph_star(&g, 11, IGRAPH_STAR_UNDIRECTED, 0); igraph_vector_init(&res, 0); igraph_arpack_options_init(&arpack_options); igraph_pagerank(&g, IGRAPH_PAGERANK_ALGO_ARPACK, &res, 0, igraph_vss_all(), 0, 0.85, 0, &arpack_options); print_vector(&res, stdout); igraph_pagerank(&g, IGRAPH_PAGERANK_ALGO_PRPACK, &res, 0, igraph_vss_all(), 0, 0.85, 0, 0); print_vector(&res, stdout); /* Check twice more for consistency */ igraph_pagerank(&g, IGRAPH_PAGERANK_ALGO_ARPACK, &res, 0, igraph_vss_all(), 0, 0.85, 0, &arpack_options); print_vector(&res, stdout); igraph_pagerank(&g, IGRAPH_PAGERANK_ALGO_PRPACK, &res, 0, igraph_vss_all(), 0, 0.85, 0, 0); print_vector(&res, stdout); igraph_pagerank(&g, IGRAPH_PAGERANK_ALGO_ARPACK, &res, 0, igraph_vss_all(), 0, 0.85, 0, &arpack_options); print_vector(&res, stdout); igraph_pagerank(&g, IGRAPH_PAGERANK_ALGO_PRPACK, &res, 0, igraph_vss_all(), 0, 0.85, 0, 0); print_vector(&res, stdout); /* Check personalized PageRank */ igraph_personalized_pagerank_vs(&g, IGRAPH_PAGERANK_ALGO_ARPACK, &res, 0, igraph_vss_all(), 0, 0.5, igraph_vss_1(1), 0, &arpack_options); print_vector(&res, stdout); igraph_personalized_pagerank_vs(&g, IGRAPH_PAGERANK_ALGO_PRPACK, &res, 0, igraph_vss_all(), 0, 0.5, igraph_vss_1(1), 0, 0); print_vector(&res, stdout); /* Errors */ power_options.niter = -1; power_options.eps=0.0001; igraph_set_error_handler(igraph_error_handler_ignore); igraph_set_warning_handler(igraph_warning_handler_ignore); ret=igraph_pagerank(&g, IGRAPH_PAGERANK_ALGO_POWER, &res, /*value=*/ 0, igraph_vss_all(), 1, 0.85, /*weights=*/ 0, &power_options); if (ret != IGRAPH_EINVAL) { return 1; } power_options.niter=10000; power_options.eps=-1; ret=igraph_pagerank(&g, IGRAPH_PAGERANK_ALGO_POWER, &res, /*value=*/ 0, igraph_vss_all(), 1, 0.85, /*weights=*/ 0, &power_options); if (ret != IGRAPH_EINVAL) { return 2; } power_options.niter=10000; power_options.eps=0.0001; ret=igraph_pagerank(&g, IGRAPH_PAGERANK_ALGO_POWER, &res, /*value=*/ 0, igraph_vss_all(), 1, 1.2, /*weights=*/ 0, &power_options); if (ret != IGRAPH_EINVAL) { return 3; } igraph_vector_init(&reset, 2); ret=igraph_personalized_pagerank(&g, IGRAPH_PAGERANK_ALGO_ARPACK, &res, 0, igraph_vss_all(), 0, 0.85, &reset, 0, &arpack_options); if (ret != IGRAPH_EINVAL) { return 4; } ret=igraph_personalized_pagerank(&g, IGRAPH_PAGERANK_ALGO_PRPACK, &res, 0, igraph_vss_all(), 0, 0.85, &reset, 0, 0); if (ret != IGRAPH_EINVAL) { return 4; } igraph_vector_resize(&reset, 10); igraph_vector_fill(&reset, 0); ret=igraph_personalized_pagerank(&g, IGRAPH_PAGERANK_ALGO_ARPACK, &res, 0, igraph_vss_all(), 0, 0.85, &reset, 0, &arpack_options); if (ret != IGRAPH_EINVAL) { return 5; } ret=igraph_personalized_pagerank(&g, IGRAPH_PAGERANK_ALGO_PRPACK, &res, 0, igraph_vss_all(), 0, 0.85, &reset, 0, 0); if (ret != IGRAPH_EINVAL) { return 5; } igraph_vector_destroy(&reset); igraph_destroy(&g); igraph_set_error_handler(igraph_error_handler_abort); /* Special cases: check for empty graph */ igraph_empty(&g, 10, 0); igraph_pagerank(&g, IGRAPH_PAGERANK_ALGO_ARPACK, &res, &value, igraph_vss_all(), 1, 0.85, 0, &arpack_options); if (value != 1.0) { return 6; } igraph_pagerank(&g, IGRAPH_PAGERANK_ALGO_PRPACK, &res, &value, igraph_vss_all(), 1, 0.85, 0, 0); if (value != 1.0) { return 6; } print_vector(&res, stdout); igraph_destroy(&g); /* Special cases: check for full graph, zero weights */ igraph_full(&g, 10, 0, 0); igraph_vector_init(&v, 45); igraph_vector_fill(&v, 0); igraph_pagerank(&g, IGRAPH_PAGERANK_ALGO_ARPACK, &res, &value, igraph_vss_all(), 1, 0.85, &v, &arpack_options); if (value != 1.0) { return 7; } igraph_pagerank(&g, IGRAPH_PAGERANK_ALGO_PRPACK, &res, &value, igraph_vss_all(), 1, 0.85, &v, 0); if (value != 1.0) { return 7; } igraph_vector_destroy(&v); print_vector(&res, stdout); igraph_destroy(&g); /* Another test case for PageRank (bug #792352) */ igraph_small(&g, 9, 1, 0, 5, 1, 5, 2, 0, 3, 1, 5, 4, 5, 7, 6, 0, 8, 0, 8, 1, -1); igraph_vector_init(&weights, 9); VECTOR(weights)[0] = 4; VECTOR(weights)[1] = 5; VECTOR(weights)[2] = 5; VECTOR(weights)[3] = 4; VECTOR(weights)[4] = 4; VECTOR(weights)[5] = 4; VECTOR(weights)[6] = 3; VECTOR(weights)[7] = 4; VECTOR(weights)[8] = 4; igraph_pagerank(&g, IGRAPH_PAGERANK_ALGO_ARPACK, &res, 0, igraph_vss_all(), 1, 0.85, &weights, &arpack_options); print_vector(&res, stdout); igraph_pagerank(&g, IGRAPH_PAGERANK_ALGO_PRPACK, &res, 0, igraph_vss_all(), 1, 0.85, &weights, 0); print_vector(&res, stdout); igraph_vector_destroy(&weights); igraph_destroy(&g); igraph_vector_destroy(&res); return 0; }