File: igraph_lapack_dgesv.c

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/* -*- mode: C -*-  */
/* 
   IGraph library.
   Copyright (C) 2010-2012  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 <time.h>
#include <stdio.h>

#define DIM 10

void igraph_print_warning(const char *reason, const char *file, 
			  int line, int igraph_errno) {
  printf("Warning: %s\n", reason);
}

int main() {

  igraph_matrix_t A, B, RHS;
  int info;
  int i;

  /* Identity matrix, you have to start somewhere */

  igraph_matrix_init(&A, DIM, DIM);
  igraph_matrix_init(&B, DIM, 1);
  for (i=0; i<DIM; i++) {
    MATRIX(A, i, i) = 1.0;
    MATRIX(B, i, 0) = i+1;
  }

  igraph_matrix_copy(&RHS, &B);
  igraph_lapack_dgesv(&A, /*ipiv=*/ 0, &RHS, &info);

  if (info != 0) { return 1;}
  if (!igraph_matrix_all_e(&B, &RHS)) { return 2; }
  
  igraph_matrix_destroy(&A);
  igraph_matrix_destroy(&B);
  igraph_matrix_destroy(&RHS);

  /* Diagonal matrix */

  igraph_matrix_init(&A, DIM, DIM);
  igraph_matrix_init(&RHS, DIM, 1);
  for (i=0; i<DIM; i++) {
    MATRIX(A, i, i) = i+1;
    MATRIX(RHS, i, 0) = i+1;
  }

  igraph_lapack_dgesv(&A, /*ipiv=*/ 0, &RHS, &info);

  if (info != 0) { return 3;}
  for (i=0; i<DIM; i++) {
    if (MATRIX(RHS, i, 0) != 1.0) { return 4; }
  }
  
  igraph_matrix_destroy(&A);
  igraph_matrix_destroy(&RHS);  

  /* A general matrix */

  igraph_rng_seed(igraph_rng_default(), 42);

  igraph_matrix_init(&A, DIM, DIM);
  igraph_matrix_init(&B, DIM, 1);
  igraph_matrix_init(&RHS, DIM, 1);
  for (i=0; i<DIM; i++) {
    int j;
    MATRIX(B, i, 0) = igraph_rng_get_integer(igraph_rng_default(), 1, 10);
    for (j=0; j<DIM; j++) {
      MATRIX(A, i, j) = igraph_rng_get_integer(igraph_rng_default(), 1, 10);
    }
  }
  igraph_blas_dgemv_array(/*transpose=*/ 0, /*alpha=*/ 1.0, /*a=*/ &A, 
			  /*x-*/ &MATRIX(B, 0, 0), /*beta=*/ 0,
			  /*y=*/ &MATRIX(RHS, 0, 0));

  igraph_lapack_dgesv(&A, /*ipiv=*/ 0, &RHS, &info);
  if (info != 0) { return 5; }
  for (i=0; i<DIM; i++) {
    if (fabs(MATRIX(B, i, 0) - MATRIX(RHS, i, 0)) > 1e-13) { return 6; }
  }
  
  igraph_matrix_destroy(&A);
  igraph_matrix_destroy(&B);
  igraph_matrix_destroy(&RHS);

  /* A singular matrix */

  igraph_rng_seed(igraph_rng_default(), 42);

  igraph_matrix_init(&A, DIM, DIM);
  igraph_matrix_init(&B, DIM, 1);
  igraph_matrix_init(&RHS, DIM, 1);
  for (i=0; i<DIM; i++) {
    int j;
    MATRIX(B, i, 0) = igraph_rng_get_integer(igraph_rng_default(), 1, 10);
    for (j=0; j<DIM; j++) {
      MATRIX(A, i, j) = igraph_rng_get_integer(igraph_rng_default(), 1, 10);
    }
  }
  for (i=0; i<DIM; i++) {
    MATRIX(A, DIM-1, i) = MATRIX(A, 0, i);
  }

  igraph_blas_dgemv_array(/*transpose=*/ 0, /*alpha=*/ 1.0, /*a=*/ &A, 
			  /*x-*/ &MATRIX(B, 0, 0), /*beta=*/ 0,
			  /*y=*/ &MATRIX(RHS, 0, 0));

  igraph_set_warning_handler(igraph_print_warning);
  igraph_lapack_dgesv(&A, /*ipiv=*/ 0, &RHS, &info);
  if (info != 10) {
    printf("LAPACK returned info = %d, should have been 10", info);
    return 7;
  }
  
  igraph_matrix_destroy(&A);
  igraph_matrix_destroy(&B);
  igraph_matrix_destroy(&RHS);
  
  return 0;
}