Exercise 4 for the course "Parallel and distributed systems" of THMMY in AUTH university.
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#include "lil_sparse_matrix.h"
LilSparseMatrix createLilSparseMatrix() {
LilSparseMatrix sparseMatrix;
sparseMatrix.elements = 0;
sparseMatrix.firstElement = NULL;
sparseMatrix.lastElement = NULL;
return sparseMatrix;
}
void apendElement(LilSparseMatrix *sparseMatrix, double value, int row, int column) {
// Creates the new element
LilSparseMatrixElement *newElement = (LilSparseMatrixElement *) malloc(sizeof(LilSparseMatrixElement));
newElement->value = value;
newElement->rowIndex = row;
newElement->columnIndex = column;
newElement->nextElement = NULL;
if (sparseMatrix->firstElement == NULL) {
// Sparse matrix is empty, this is the first element
sparseMatrix->firstElement = newElement;
sparseMatrix->lastElement = newElement;
} else {
//Gets last element of the matrix
LilSparseMatrixElement *lastElement = sparseMatrix->lastElement;
lastElement->nextElement = newElement;
sparseMatrix->lastElement = newElement;
}
sparseMatrix->elements = sparseMatrix->elements + 1;
}
void lilSparseMatrixVectorMultiplication(LilSparseMatrix sparseMatrix,
double *vector, double **product, int vectorSize) {
// Initializes the elements of the product vector to zero
for (int i=0; i<vectorSize; ++i) {
(*product)[i] = 0;
}
LilSparseMatrixElement *element = sparseMatrix.firstElement;
for (int i=0; i<sparseMatrix.elements; ++i) {
int row = element->rowIndex, column = element->columnIndex;
if (row >= vectorSize) {
printf("Error at sparseMatrixVectorMultiplication. Matrix has more rows than vector!\n");
printf("row = %d\n", row);
exit(EXIT_FAILURE);
}
(*product)[row] = (*product)[row] + element->value * vector[column];
element = element->nextElement;
}
}
void destroyLilSparseMatrix(LilSparseMatrix *sparseMatrix) {
LilSparseMatrixElement *currentElement = sparseMatrix->firstElement;
while (currentElement != NULL) {
LilSparseMatrixElement *toDelete = currentElement;
currentElement = currentElement->nextElement;
free(toDelete);
}
}
void printLilSparseMatrix(LilSparseMatrix sparseMatrix) {
if (sparseMatrix.elements == 0) {
return;
}
LilSparseMatrixElement *currentElement = sparseMatrix.firstElement;
for (int i=0; i<sparseMatrix.elements; ++i) {
printf("[%d,%d] = %f\n", currentElement->rowIndex,
currentElement->columnIndex, currentElement->value);
currentElement = currentElement->nextElement;
}
}