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/*
IGraph library.
Copyright (C) 2022 The igraph development team <igraph@igraph.org>
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 <https://www.gnu.org/licenses/>.
*/
#include <igraph.h>
#include "test_utilities.h"
/* Compare vector for equality, allowing for NaN elements.
* Note that NaN != NaN, thus we cannot use vector_all_e(). */
igraph_bool_t vec_equal(const igraph_vector_t *v1, const igraph_vector_t *v2) {
igraph_integer_t n = igraph_vector_size(v1);
if (igraph_vector_size(v2) != n) return false;
for (igraph_integer_t i=0; i < n; i++) {
igraph_real_t x1 = VECTOR(*v1)[i], x2 = VECTOR(*v2)[i];
if (isnan(x1)) {
if (! isnan(x2)) {
return false;
}
} else if (x1 != x2) {
return false;
}
}
return true;
}
/* This is a trivial implementation of ECC for k=3 using igraph_list_triangles() */
void get_ecc3(const igraph_t *g, igraph_vector_t *res, igraph_bool_t offset, igraph_bool_t normalize) {
igraph_vector_int_t triangles_vec, eids;
igraph_matrix_int_t triangles;
igraph_vector_resize(res, igraph_ecount(g));
igraph_vector_null(res);
igraph_vector_int_init(&triangles_vec, 0);
igraph_list_triangles(g, &triangles_vec);
igraph_matrix_int_view_from_vector(&triangles, &triangles_vec, 3);
igraph_vector_int_init(&eids, 0);
for (igraph_integer_t i=0; i < igraph_matrix_int_ncol(&triangles); i++) {
igraph_integer_t u, v, w;
igraph_integer_t ec;
u = MATRIX(triangles, 0, i);
v = MATRIX(triangles, 1, i);
w = MATRIX(triangles, 2, i);
igraph_get_all_eids_between(g, &eids, u, v, IGRAPH_UNDIRECTED);
ec = igraph_vector_int_size(&eids);
for (igraph_integer_t j=0; j < ec; j++) {
VECTOR(*res)[ VECTOR(eids)[j] ] += 1;
}
igraph_get_all_eids_between(g, &eids, v, w, IGRAPH_UNDIRECTED);
ec = igraph_vector_int_size(&eids);
for (igraph_integer_t j=0; j < ec; j++) {
VECTOR(*res)[ VECTOR(eids)[j] ] += 1;
}
igraph_get_all_eids_between(g, &eids, w, u, IGRAPH_UNDIRECTED);
ec = igraph_vector_int_size(&eids);
for (igraph_integer_t j=0; j < ec; j++) {
VECTOR(*res)[ VECTOR(eids)[j] ] += 1;
}
}
igraph_vector_int_t degree;
igraph_vector_int_init(°ree, 0);
igraph_degree(g, °ree, igraph_vss_all(), IGRAPH_ALL, IGRAPH_LOOPS);
for (igraph_integer_t e=0; e < igraph_ecount(g); e++) {
igraph_integer_t v1 = IGRAPH_FROM(g, e), v2 = IGRAPH_TO(g, e);
igraph_real_t s;
if (v1 == v2) {
s = 0.0;
} else {
igraph_integer_t d1 = VECTOR(degree)[v1], d2 = VECTOR(degree)[v2];
s = (d1 < d2 ? d1 : d2) - 1.0;
}
if (offset) VECTOR(*res)[e] += 1;
if (normalize) VECTOR(*res)[e] /= s;
}
igraph_vector_int_destroy(°ree);
igraph_vector_int_destroy(&eids);
igraph_vector_int_destroy(&triangles_vec);
}
/* These are globals, as they're used both from test_ecc() and main() */
igraph_vector_t ecc1, ecc2, ecc3;
void test_ecc(const igraph_t *g) {
printf("k=3\n");
igraph_ecc(g, &ecc1, igraph_ess_all(IGRAPH_EDGEORDER_ID), 3, false, true);
print_vector(&ecc1);
igraph_ecc(g, &ecc2, igraph_ess_range(0, igraph_ecount(g)), 3, false, true);
print_vector(&ecc2);
IGRAPH_ASSERT(vec_equal(&ecc1, &ecc2));
get_ecc3(g, &ecc3, false, true);
print_vector(&ecc3);
IGRAPH_ASSERT(vec_equal(&ecc1, &ecc3));
printf("\nk=4\n");
igraph_ecc(g, &ecc1, igraph_ess_all(IGRAPH_EDGEORDER_ID), 4, false, true);
print_vector(&ecc1);
igraph_ecc(g, &ecc2, igraph_ess_range(0, igraph_ecount(g)), 4, false, true);
print_vector(&ecc2);
IGRAPH_ASSERT(vec_equal(&ecc1, &ecc2));
}
int main(void) {
igraph_t g;
igraph_vector_init(&ecc1, 0);
igraph_vector_init(&ecc2, 0);
igraph_vector_init(&ecc3, 0);
/* Null graph */
printf("Null graph:\n");
igraph_empty(&g, 0, IGRAPH_UNDIRECTED);
test_ecc(&g);
igraph_destroy(&g);
/* Singleton */
printf("\nSingleton graph:\n");
igraph_empty(&g, 1, IGRAPH_UNDIRECTED);
test_ecc(&g);
igraph_destroy(&g);
/* P_2 */
printf("\nP_2 graph\n");
igraph_full(&g, 2, IGRAPH_UNDIRECTED, IGRAPH_NO_LOOPS);
test_ecc(&g);
igraph_destroy(&g);
/* K_5 */
printf("\nK_5 graph:\n");
igraph_full(&g, 5, IGRAPH_UNDIRECTED, IGRAPH_NO_LOOPS);
test_ecc(&g);
igraph_destroy(&g);
printf("\nK_5 graph with self-loops:\n");
igraph_full(&g, 5, IGRAPH_UNDIRECTED, IGRAPH_LOOPS);
test_ecc(&g);
igraph_destroy(&g);
/* Multigraph */
printf("\nMultigraph:\n");
igraph_small(&g, 5, IGRAPH_UNDIRECTED,
0,1, 1,2, 2,0, 0,1, 1,3, 3,4, 4,0, 0,5, 5,5, 5,5, 1,4,
-1);
test_ecc(&g);
igraph_destroy(&g);
/* Large degrees */
{
igraph_vector_int_t deg;
printf("\nGraph with large degrees:\n");
igraph_vector_int_init_range(°, 0, 30);
for (igraph_integer_t i=0; i < igraph_vector_int_size(°); i++) {
VECTOR(deg)[i] /= 2;
VECTOR(deg)[i] += 1;
}
igraph_realize_degree_sequence(&g, °, NULL, IGRAPH_SIMPLE_SW, IGRAPH_REALIZE_DEGSEQ_INDEX);
test_ecc(&g);
igraph_destroy(&g);
igraph_vector_int_destroy(°);
}
/* Karate club */
printf("\nZachary karate club:\n");
igraph_famous(&g, "Zachary");
test_ecc(&g);
/* Check invalid input */
CHECK_ERROR(igraph_ecc(&g, &ecc1, igraph_ess_all(IGRAPH_EDGEORDER_ID), 2, false, true), IGRAPH_EINVAL);
CHECK_ERROR(igraph_ecc(&g, &ecc1, igraph_ess_all(IGRAPH_EDGEORDER_ID), 5, false, true), IGRAPH_UNIMPLEMENTED);
igraph_destroy(&g);
igraph_vector_destroy(&ecc3);
igraph_vector_destroy(&ecc2);
igraph_vector_destroy(&ecc1);
VERIFY_FINALLY_STACK();
return 0;
}
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