hello-spblas.c File Reference
Example programs and code

A first C "hello RSB" example program using a Sparse BLAS interface and <rsb.h>. Uses BLAS_duscr_begin(), BLAS_ussp(), BLAS_usgp(), BLAS_duscr_insert_entries(), BLAS_duscr_end(), BLAS_dusget_element(),BLAS_dusmv(),BLAS_usds(). More...

## Functions

int | main (const int argc, char *const argv[])

## Detailed Description

A first C "hello RSB" example program using a Sparse BLAS interface and <rsb.h>. Uses BLAS_duscr_begin(), BLAS_ussp(), BLAS_usgp(), BLAS_duscr_insert_entries(), BLAS_duscr_end(), BLAS_dusget_element(),BLAS_dusmv(),BLAS_usds().

Author
  Michele Martone

/*
Copyright (C) 2008-2021 Michele Martone
This file is part of librsb.
librsb is free software; you can redistribute it and/or modify it
under the terms of the GNU Lesser General Public License as published
by the Free Software Foundation; either version 3 of the License, or
(at your option) any later version.
librsb 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 Lesser General Public
License for more details.
You should have received a copy of the GNU Lesser General Public
License along with librsb; see the file COPYING.
If not, see <http://www.gnu.org/licenses/>.
*/
/*!
\ingroup rsb_doc_examples
@file
@author Michele Martone
@brief A first C "hello RSB" example program using
a Sparse BLAS interface and <rsb.h>.
Uses #BLAS_duscr_begin(), #BLAS_ussp(), #BLAS_usgp(),
#BLAS_duscr_insert_entries(), #BLAS_duscr_end(),
#BLAS_dusget_element(),#BLAS_dusmv(),#BLAS_usds().
\include hello-spblas.c
*/
#include <rsb.h> /* for rsb_lib_init */
#include <blas_sparse.h> /* Sparse BLAS on the top of librsb */
#include <stdio.h> /* printf */
int main(const int argc, char * const argv[])
{
/*!
* A Hello/Sparse BLAS program.
*
* This program shows how to use the blas_sparse.h
* interface correctly to:
*
* - initialize the library using #rsb_lib_init()
* - allocate (build) a single sparse matrix in the RSB
* format using #BLAS_duscr_begin()/#BLAS_duscr_insert_entries()
* /#BLAS_duscr_end()
* - extract one matrix element with #BLAS_dusget_element()
* - multiply the matrix times a vector using #BLAS_dusmv()
* - deallocate the matrix using #BLAS_usds()
* - finalize the library using
* #rsb_lib_exit(#RSB_NULL_EXIT_OPTIONS)
*/
#ifndef RSB_NUMERICAL_TYPE_DOUBLE
printf("'double' type configured out."
" Please reconfigure the library with it and recompile.\n");
return EXIT_SUCCESS;
#else /* RSB_NUMERICAL_TYPE_DOUBLE */
blas_sparse_matrix A = blas_invalid_handle; /* handle for A */
const int nnz = 4; /* number of nonzeroes of matrix A */
const int nr = 3; /* number of A's rows */
const int nc = 3; /* number of A's columns */
/* A's nonzero elements row indices (coordinates): */
#ifdef RSB_WANT_LONG_IDX_TYPE
const int64_t IA[] = { 0, 1, 2, 2 };
#else /* RSB_WANT_LONG_IDX_TYPE */
const int IA[] = { 0, 1, 2, 2 };
#endif /* RSB_WANT_LONG_IDX_TYPE */
/* A's nonzero elements column indices (coordinates): */
#ifdef RSB_WANT_LONG_IDX_TYPE
const int64_t JA[] = { 0, 1, 0, 2 };
#else /* RSB_WANT_LONG_IDX_TYPE */
const int JA[] = { 0, 1, 0, 2 };
#endif /* RSB_WANT_LONG_IDX_TYPE */
/* A's nonzero values (matrix coefficients): */
double VA[] = { 11.0, 22.0, 13.0, 33.0 };
/* the X vector's array: */
double X[] = { 0.0, 0.0, 0.0 };
/* the B vector's array: */
const double B[] = { -1.0, -2.0, -2.0 };
/* the (known) result array: */
const double AB[] = { 11.0+26.0, 44.0, 66.0+13.0 };
/* rsb error variable: */
rsb_err_t errval = RSB_ERR_NO_ERROR;
int i;
printf("Hello, RSB!\n");
/* initialize the library */
if((errval = rsb_lib_init(RSB_NULL_INIT_OPTIONS))
!= RSB_ERR_NO_ERROR)
{
goto err;
}
printf("Correctly initialized the library.\n");
/* initialize a matrix descriptor */
A = BLAS_duscr_begin(nr,nc);
if( A == blas_invalid_handle )
{
goto err;
}
/* specify properties (e.g.: symmetry)*/
if( BLAS_ussp(A,blas_lower_symmetric) != 0 )
{
goto err;
}
/* get properties (e.g.: symmetry) */
if( BLAS_usgp(A,blas_lower_symmetric) != 1 )
{
printf("Symmetry property non set ?!\n");
goto err;
}
/* insert the nonzeroes (here, all at once) */
if( BLAS_duscr_insert_entries(A, nnz, VA, IA, JA)
== blas_invalid_handle)
{
goto err;
}
/* finalize (allocate) the matrix build */
if( BLAS_duscr_end(A) == blas_invalid_handle )
{
goto err;
}
printf("Correctly allocated a matrix.\n");
VA[0] = 0.0;
if( BLAS_dusget_element(A, IA[0], JA[0], &VA[0]) )
{
goto err;
}
/* a check */
if( VA[0] != 11.0 )
{
goto err;
}
/* compute X = X + (-1) * A * B */
if(BLAS_dusmv(blas_no_trans,-1,A,B,1,X,1))
{
goto err;
}
for( i = 0 ; i < nc; ++i )
if( X[i] != AB[i] )
{
printf("Computed SPMV result seems wrong. Terminating.\n");
goto err;
}
printf("Correctly performed a SPMV.\n");
/* deallocate matrix A */
if( BLAS_usds(A) )
{
goto err;
}
printf("Correctly freed the matrix.\n");
/* finalize the library */
if((errval = rsb_lib_exit(RSB_NULL_EXIT_OPTIONS))
!= RSB_ERR_NO_ERROR)
{
goto err;
}
printf("Correctly finalized the library.\n");
printf("Program terminating with no error.\n");
return EXIT_SUCCESS;
err:
rsb_perror(NULL,errval);
printf("Program terminating with error.\n");
return EXIT_FAILURE;
#endif /* RSB_NUMERICAL_TYPE_DOUBLE */
}
main
auto main() -> int
Definition assemble.cpp:38
blas_sparse.h
This file specifies the Sparse BLAS interface to librsb. Supported types :(float,double,...
blas_no_trans
@ blas_no_trans
Definition blas_sparse.h:32
BLAS_usgp
#define BLAS_usgp
Definition blas_sparse.h:563
BLAS_ussp
#define BLAS_ussp
Definition blas_sparse.h:562
blas_sparse_matrix
int blas_sparse_matrix
Definition blas_sparse.h:167
blas_invalid_handle
@ blas_invalid_handle
Definition blas_sparse.h:133
blas_lower_symmetric
@ blas_lower_symmetric
Definition blas_sparse.h:113
rsb_lib_exit
rsb_err_t rsb_lib_exit(struct rsb_initopts *iop)
Definition rsb_rsb.c:202
rsb_perror
rsb_err_t rsb_perror(void *stream, rsb_err_t errval)
Definition rsb_rsb.c:814
rsb_lib_init
rsb_err_t rsb_lib_init(struct rsb_initopts *iop)
Definition rsb_rsb.c:56
BLAS_duscr_end
int BLAS_duscr_end(blas_sparse_matrix A)
Definition rsb_libspblas.c:1879
BLAS_dusget_element
int BLAS_dusget_element(blas_sparse_matrix A, const int i, const int j, double *v)
Definition rsb_libspblas.c:3537
BLAS_usds
int BLAS_usds(blas_sparse_matrix A)
Definition rsb_libspblas.c:2644
BLAS_duscr_begin
blas_sparse_matrix BLAS_duscr_begin(int m, int n)
Definition rsb_libspblas.c:1472
BLAS_dusmv
int BLAS_dusmv(const enum blas_trans_type transA, double alpha, const blas_sparse_matrix A, const double *x, const int incx, double *y, const int incy)
Definition rsb_libspblas.c:936
BLAS_duscr_insert_entries
int BLAS_duscr_insert_entries(blas_sparse_matrix A, int nnz, const double *val, const int *indx, const int *jndx)
Definition rsb_libspblas.c:2090
rsb.h
This file declares the user interface functions and data structures for the librsb library (see The l...
RSB_ERR_NO_ERROR
#define RSB_ERR_NO_ERROR
Definition rsb.h:616
RSB_NULL_EXIT_OPTIONS
#define RSB_NULL_EXIT_OPTIONS
Definition rsb.h:848
rsb_err_t
signed int rsb_err_t
Definition rsb.h:386
RSB_NULL_INIT_OPTIONS
#define RSB_NULL_INIT_OPTIONS
Definition rsb.h:847

## Function Documentation

## main()

int main | ( | const int | argc,
|  | char *const | argv[]
| ) |  |

A Hello/Sparse BLAS program.

This program shows how to use the blas_sparse.h interface correctly to:

- initialize the library using rsb_lib_init()
- allocate (build) a single sparse matrix in the RSB format using BLAS_duscr_begin()/BLAS_duscr_insert_entries() /BLAS_duscr_end()
- extract one matrix element with BLAS_dusget_element()
- multiply the matrix times a vector using BLAS_dusmv()
- deallocate the matrix using BLAS_usds()
- finalize the library using rsb_lib_exit(RSB_NULL_EXIT_OPTIONS)