You can not select more than 25 topics
Topics must start with a letter or number, can include dashes ('-') and can be up to 35 characters long.
60 lines
1.9 KiB
60 lines
1.9 KiB
#ifndef COO_SPARSE_MATRIX_H /* Include guard */
|
|
#define COO_SPARSE_MATRIX_H
|
|
|
|
/* ===== INCLUDES ===== */
|
|
|
|
#include <stdbool.h>
|
|
#include <stdlib.h>
|
|
#include <stdio.h>
|
|
#include <stdlib.h>
|
|
|
|
#include "csr_sparse_matrix.h"
|
|
|
|
/* ===== STRUCTURES ===== */
|
|
|
|
// One element of the coordinate formated sparse matrix.
|
|
typedef struct cooSparseMatrixElement {
|
|
double value;
|
|
int rowIndex, columnIndex;
|
|
} CooSparseMatrixElement;
|
|
|
|
// A sparse matrix in COOrdinate format (aka triplet format).
|
|
typedef struct cooSparseMatrix {
|
|
int size, numberOfNonZeroElements;
|
|
CooSparseMatrixElement **elements;
|
|
} CooSparseMatrix;
|
|
|
|
/* ===== FUNCTION DEFINITIONS ===== */
|
|
|
|
// initCooSparseMatrix creates and initializes the members of a CooSparseMatrix
|
|
// structure instance.
|
|
CooSparseMatrix initCooSparseMatrix();
|
|
|
|
//allocMemoryForCoo allocates memory for the elements of the matrix.
|
|
void allocMemoryForCoo(CooSparseMatrix *sparseMatrix, int numberOfElements);
|
|
|
|
// addElement adds an element representing the triplet passed in the arguments
|
|
// to the first empty address of the space allocated for the elements.
|
|
void addElement(CooSparseMatrix *sparseMatrix, double value, int row,
|
|
int column);
|
|
|
|
// transposeSparseMatrix transposes the matrix.
|
|
void transposeSparseMatrix(CooSparseMatrix *sparseMatrix);
|
|
|
|
// transformToCSR transforms the sparse matrix representation format from COO
|
|
// to CSR.
|
|
void transformToCSR(CooSparseMatrix initialSparseMatrix,
|
|
CsrSparseMatrix *transformedSparseMatrix);
|
|
|
|
// cooSparseMatrixVectorMultiplication calculates the product of a
|
|
// CooSparseMatrix and a vector.
|
|
void cooSparseMatrixVectorMultiplication(CooSparseMatrix sparseMatrix,
|
|
double *vector, double **product, int vectorSize);
|
|
|
|
// destroyCooSparseMatrix frees all space used by the CooSparseMatrix.
|
|
void destroyCooSparseMatrix(CooSparseMatrix *sparseMatrix);
|
|
|
|
// printCooSparseMatrix prints the values of a CooSparseMatrix.
|
|
void printCooSparseMatrix(CooSparseMatrix sparseMatrix);
|
|
|
|
#endif // COO_SPARSE_MATRIX_H
|