Exercise 4 for the course "Parallel and distributed systems" of THMMY in AUTH university.
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#include "coo_sparse_matrix.h"
CooSparseMatrix initCooSparseMatrix() {
CooSparseMatrix sparseMatrix;
sparseMatrix.size = 0;
sparseMatrix.elements = NULL;
return sparseMatrix;
}
void allocMemoryForElements (CooSparseMatrix *sparseMatrix, int elements) {
sparseMatrix->elements = (CooSparseMatrixElement **) malloc(
elements * sizeof(CooSparseMatrixElement *));
}
void addElement(CooSparseMatrix *sparseMatrix, double value, int row, int column) {
// Creates the new element
CooSparseMatrixElement *newElement = (CooSparseMatrixElement *) malloc(
sizeof(CooSparseMatrixElement));
newElement->value = value;
newElement->rowIndex = row;
newElement->columnIndex = column;
sparseMatrix->elements[sparseMatrix->size] = newElement;
sparseMatrix->size = sparseMatrix->size + 1;
}
void zeroOutRow(CooSparseMatrix *sparseMatrix, int row) {
for (int i=0; i<sparseMatrix->size; ++i) {
CooSparseMatrixElement *element = sparseMatrix->elements[i];
if (element->rowIndex == row) {
element->value = 0;
}
}
}
void zeroOutColumn(CooSparseMatrix *sparseMatrix, int column) {
for (int i=0; i<sparseMatrix->size; ++i) {
CooSparseMatrixElement *element = sparseMatrix->elements[i];
if (element->columnIndex == column) {
element->value = 0;
}
}
}
int *getRowIndexes(CooSparseMatrix sparseMatrix, int row, int *rowSize) {
*rowSize = 0;
for (int i=0; i<sparseMatrix.size; ++i) {
if (sparseMatrix.elements[i]->rowIndex == row) {
++(*rowSize);
}
}
if (!(*rowSize)) {
return NULL;
}
int *indexes = (int *) malloc((*rowSize) * sizeof(int));
int rowElementIndex = 0;
for (int i=0; i<sparseMatrix.size; ++i) {
if (sparseMatrix.elements[i]->rowIndex == row) {
indexes[rowElementIndex] = i;
++rowElementIndex;
}
}
return indexes;
}
void transposeSparseMatrix(CooSparseMatrix *sparseMatrix) {
for (int i=0; i<sparseMatrix->size; ++i) {
CooSparseMatrixElement *element = sparseMatrix->elements[i];
int tempRow = element->rowIndex;
element->rowIndex = element->columnIndex;
element->columnIndex = tempRow;
}
}
void cooSparseMatrixVectorMultiplication(CooSparseMatrix 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;
}
CooSparseMatrixElement *element;
for (int i=0; i<sparseMatrix.size; ++i) {
element = 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];
}
}
void destroyCooSparseMatrix(CooSparseMatrix *sparseMatrix) {
for (int i=0; i<sparseMatrix->size; ++i) {
free(sparseMatrix->elements[i]);
}
free(sparseMatrix->elements);
}
void printCooSparseMatrix(CooSparseMatrix sparseMatrix) {
if (sparseMatrix.size == 0) {
return;
}
CooSparseMatrixElement *element;
for (int i=0; i<sparseMatrix.size; ++i) {
element = sparseMatrix.elements[i];
printf("[%d,%d] = %f\n", element->rowIndex, element->columnIndex,
element->value);
}
}