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agent_compositor_test/references/igraph-1.0.1/examples/simple/igraph_sparsemat3.c
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Abdelrahman Said a11edf0c53 Add graph references
2026-06-28 13:49:01 +01:00

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C

/*
igraph library.
Copyright (C) 2009-2012 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>
void permute(const igraph_matrix_t *M,
const igraph_vector_int_t *p,
const igraph_vector_int_t *q,
igraph_matrix_t *res) {
igraph_int_t nrow = igraph_vector_int_size(p);
igraph_int_t ncol = igraph_vector_int_size(q);
igraph_int_t i, j;
igraph_matrix_resize(res, nrow, ncol);
for (i = 0; i < nrow; i++) {
for (j = 0; j < ncol; j++) {
igraph_int_t ii = VECTOR(*p)[i];
igraph_int_t jj = VECTOR(*q)[j];
MATRIX(*res, i, j) = MATRIX(*M, ii, jj);
}
}
}
void permute_rows(const igraph_matrix_t *M,
const igraph_vector_int_t *p,
igraph_matrix_t *res) {
igraph_int_t nrow = igraph_vector_int_size(p);
igraph_int_t ncol = igraph_matrix_ncol(M);
igraph_int_t i, j;
igraph_matrix_resize(res, nrow, ncol);
for (i = 0; i < nrow; i++) {
for (j = 0; j < ncol; j++) {
igraph_int_t ii = VECTOR(*p)[i];
MATRIX(*res, i, j) = MATRIX(*M, ii, j);
}
}
}
void permute_cols(const igraph_matrix_t *M,
const igraph_vector_int_t *q,
igraph_matrix_t *res) {
igraph_int_t nrow = igraph_matrix_nrow(M);
igraph_int_t ncol = igraph_vector_int_size(q);
igraph_int_t i, j;
igraph_matrix_resize(res, nrow, ncol);
for (i = 0; i < nrow; i++) {
for (j = 0; j < ncol; j++) {
igraph_int_t jj = VECTOR(*q)[j];
MATRIX(*res, i, j) = MATRIX(*M, i, jj);
}
}
}
void random_permutation(igraph_vector_int_t *vec) {
/* We just do size(vec) * 2 swaps */
igraph_int_t one, two, i, n = igraph_vector_int_size(vec);
igraph_int_t tmp;
for (i = 0; i < 2 * n; i++) {
one = RNG_INTEGER(0, n - 1);
two = RNG_INTEGER(0, n - 1);
tmp = VECTOR(*vec)[one];
VECTOR(*vec)[one] = VECTOR(*vec)[two];
VECTOR(*vec)[two] = tmp;
}
}
igraph_bool_t check_same(const igraph_sparsemat_t *A,
const igraph_matrix_t *M) {
igraph_matrix_t A_dense;
igraph_bool_t result;
igraph_matrix_init(&A_dense, 1, 1);
igraph_sparsemat_as_matrix(&A_dense, A);
result = igraph_matrix_all_e(&A_dense, M);
igraph_matrix_destroy(&A_dense);
return result;
}
int main(void) {
igraph_sparsemat_t A, B;
igraph_matrix_t M, N;
igraph_vector_int_t p, q;
igraph_int_t i;
/* Initialize the library. */
igraph_setup();
/* Permutation of a matrix */
#define NROW 10
#define NCOL 5
#define EDGES NROW*NCOL/3
igraph_matrix_init(&M, NROW, NCOL);
igraph_sparsemat_init(&A, NROW, NCOL, EDGES);
for (i = 0; i < EDGES; i++) {
igraph_int_t r = RNG_INTEGER(0, NROW - 1);
igraph_int_t c = RNG_INTEGER(0, NCOL - 1);
igraph_real_t value = RNG_INTEGER(1, 5);
MATRIX(M, r, c) = MATRIX(M, r, c) + value;
igraph_sparsemat_entry(&A, r, c, value);
}
igraph_sparsemat_compress(&A, &B);
igraph_sparsemat_destroy(&A);
igraph_vector_int_init_range(&p, 0, NROW);
igraph_vector_int_init_range(&q, 0, NCOL);
/* Identity */
igraph_matrix_init(&N, 0, 0);
permute(&M, &p, &q, &N);
igraph_sparsemat_permute(&B, &p, &q, &A);
igraph_sparsemat_dupl(&A);
if (! check_same(&A, &N)) {
return 1;
}
/* Random permutation */
random_permutation(&p);
random_permutation(&q);
permute(&M, &p, &q, &N);
igraph_sparsemat_destroy(&A);
igraph_sparsemat_permute(&B, &p, &q, &A);
igraph_sparsemat_dupl(&A);
if (! check_same(&A, &N)) {
return 2;
}
igraph_vector_int_destroy(&p);
igraph_vector_int_destroy(&q);
igraph_sparsemat_destroy(&A);
igraph_sparsemat_destroy(&B);
igraph_matrix_destroy(&M);
igraph_matrix_destroy(&N);
#undef NROW
#undef NCOL
#undef EDGES
/* Indexing */
#define NROW 10
#define NCOL 5
#define EDGES NROW*NCOL/3
#define I_NROW 6
#define I_NCOL 3
igraph_matrix_init(&M, NROW, NCOL);
igraph_sparsemat_init(&A, NROW, NCOL, EDGES);
for (i = 0; i < EDGES; i++) {
igraph_int_t r = RNG_INTEGER(0, NROW - 1);
igraph_int_t c = RNG_INTEGER(0, NCOL - 1);
igraph_real_t value = RNG_INTEGER(1, 5);
MATRIX(M, r, c) = MATRIX(M, r, c) + value;
igraph_sparsemat_entry(&A, r, c, value);
}
igraph_sparsemat_compress(&A, &B);
igraph_sparsemat_destroy(&A);
igraph_vector_int_init(&p, I_NROW);
igraph_vector_int_init(&q, I_NCOL);
for (i = 0; i < I_NROW; i++) {
VECTOR(p)[i] = RNG_INTEGER(0, I_NROW - 1);
}
for (i = 0; i < I_NCOL; i++) {
VECTOR(p)[i] = RNG_INTEGER(0, I_NCOL - 1);
}
igraph_matrix_init(&N, 0, 0);
permute(&M, &p, &q, &N);
igraph_sparsemat_index(&B, &p, &q, &A, 0);
if (! check_same(&A, &N)) {
return 3;
}
igraph_sparsemat_destroy(&A);
/* Getting single elements with index() */
igraph_vector_int_resize(&p, 1);
igraph_vector_int_resize(&q, 1);
for (i = 0; i < 100; i++) {
igraph_real_t value;
VECTOR(p)[0] = RNG_INTEGER(0, NROW - 1);
VECTOR(q)[0] = RNG_INTEGER(0, NCOL - 1);
igraph_sparsemat_index(&B, &p, &q, /*res=*/ 0, &value);
if (value != MATRIX(M, VECTOR(p)[0], VECTOR(q)[0])) {
return 4;
}
}
/* Getting single elements with get() */
igraph_vector_int_resize(&p, 1);
igraph_vector_int_resize(&q, 1);
for (i = 0; i < 100; i++) {
igraph_int_t row = RNG_INTEGER(0, NROW - 1);
igraph_int_t col = RNG_INTEGER(0, NCOL - 1);
if (igraph_sparsemat_get(&B, row, col) != MATRIX(M, row, col)) {
return 4;
}
}
/* Getting submatrices with index() */
for (i = 0; i < 100; i++) {
igraph_real_t value;
VECTOR(p)[0] = RNG_INTEGER(0, NROW - 1);
VECTOR(q)[0] = RNG_INTEGER(0, NCOL - 1);
igraph_sparsemat_index(&B, &p, &q, /*res=*/ &A, &value);
igraph_sparsemat_destroy(&A);
if (value != MATRIX(M, VECTOR(p)[0], VECTOR(q)[0])) {
return 4;
}
}
igraph_vector_int_destroy(&p);
igraph_vector_int_destroy(&q);
igraph_sparsemat_destroy(&B);
igraph_matrix_destroy(&M);
igraph_matrix_destroy(&N);
/* Indexing only the rows or the columns */
igraph_matrix_init(&M, NROW, NCOL);
igraph_sparsemat_init(&A, NROW, NCOL, EDGES);
for (i = 0; i < EDGES; i++) {
igraph_int_t r = RNG_INTEGER(0, NROW - 1);
igraph_int_t c = RNG_INTEGER(0, NCOL - 1);
igraph_real_t value = RNG_INTEGER(1, 5);
MATRIX(M, r, c) = MATRIX(M, r, c) + value;
igraph_sparsemat_entry(&A, r, c, value);
}
igraph_sparsemat_compress(&A, &B);
igraph_sparsemat_destroy(&A);
igraph_vector_int_init(&p, I_NROW);
igraph_vector_int_init(&q, I_NCOL);
for (i = 0; i < I_NROW; i++) {
VECTOR(p)[i] = RNG_INTEGER(0, I_NROW - 1);
}
for (i = 0; i < I_NCOL; i++) {
VECTOR(p)[i] = RNG_INTEGER(0, I_NCOL - 1);
}
igraph_matrix_init(&N, 0, 0);
permute_rows(&M, &p, &N);
igraph_sparsemat_index(&B, &p, 0, &A, 0);
if (! check_same(&A, &N)) {
return 5;
}
permute_cols(&M, &q, &N);
igraph_sparsemat_destroy(&A);
igraph_sparsemat_index(&B, 0, &q, &A, 0);
if (! check_same(&A, &N)) {
return 6;
}
igraph_sparsemat_destroy(&A);
igraph_sparsemat_destroy(&B);
igraph_vector_int_destroy(&p);
igraph_vector_int_destroy(&q);
igraph_matrix_destroy(&M);
igraph_matrix_destroy(&N);
return 0;
}