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BigMatrix.java
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BigMatrix.java
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/*
* Karan Narula
* 12th Grade - 2017
*
* Modeling and performance of operations of large matrices
* using HashMaps implemented in Java to conserve memory.
*/
import java.util.ArrayList;
import java.util.HashMap;
import java.util.Iterator;
import java.util.List;
import java.util.Map;
public class BigMatrix {
private HashMap rows;
public BigMatrix() {
rows = new HashMap();
}
//Set value at a given row and column
public void setValue(int row, int col, int val) {
HashMap x = (HashMap) rows.get(row);
if (x == null) {
x = new HashMap();
}
x.put(col, val);
rows.put(row, x);
}
//Returns value at given row and column
//Return 0 if there is no set value
public int getValue(int row, int col) {
HashMap x = (HashMap) rows.get(row);
if (x == null) {
return 0;
}
if (x.get(col) == null) {
return 0;
}
return (int) x.get(col);
}
//Return list of row indices with at least one non-zero value
public List<Integer> getNonEmptyRows() {
Iterator it = rows.entrySet().iterator();
List<Integer> list = new ArrayList<>();
while (it.hasNext()) {
Map.Entry pair = (Map.Entry) it.next();
HashMap x = (HashMap) pair.getValue();
if (x != null) {
if (x.size() > 0) {
list.add((int) pair.getKey());
}
}
}
return list;
}
//Return list of column indices with at least one non-zero value
public List<Integer> getNonEmptyCols() {
Iterator it = rows.entrySet().iterator();
List<Integer> list = new ArrayList<>();
while (it.hasNext()) {
Map.Entry pair = (Map.Entry) it.next();
Iterator iter = ((HashMap) pair.getValue()).entrySet().iterator();
while (iter.hasNext()) {
Map.Entry p = (Map.Entry) iter.next();
if ((int)p.getValue() > 0) {
int key = (int) p.getKey();
if (!list.contains(key)) {
list.add(key);
}
}
}
}
return list;
}
//Return list of row indices with non-zero value at this column
public List<Integer> getNonEmptyRowsInColumn(int col) {
Iterator it = rows.entrySet().iterator();
List<Integer> list = new ArrayList<>();
while (it.hasNext()) {
Map.Entry pair = (Map.Entry) it.next();
HashMap x = (HashMap) pair.getValue();
if (x.get(col) != null) {
list.add((int) pair.getKey());
}
}
return list;
}
//Return list of column indices with non-zero value at this column
public List<Integer> getNonEmptyColsInRow(int row) {
List<Integer> list = new ArrayList<>();
HashMap x = (HashMap) rows.get(row);
if(x == null){
return list;
}
Iterator it = x.entrySet().iterator();
while (it.hasNext()) {
Map.Entry pair = (Map.Entry) it.next();
if (pair.getValue() != null) {
list.add((int) pair.getKey());
}
}
return list;
}
//Return sum of all values in this row
public int getRowSum(int row) {
HashMap x = (HashMap) rows.get(row);
if(x == null){
return 0;
}
Iterator it = x.entrySet().iterator();
int sum = 0;
while (it.hasNext()) {
Map.Entry pair = (Map.Entry) it.next();
sum += (int) pair.getValue();
}
return sum;
}
//Return sum of all values in this column
public int getColSum(int col) {
Iterator it = rows.entrySet().iterator();
int sum = 0;
while (it.hasNext()) {
Map.Entry pair = (Map.Entry) it.next();
HashMap row = (HashMap) pair.getValue();
if (row.get(col) != null) {
sum += (int) row.get(col);
}
}
return sum;
}
//Return sum of all values in the matrix
public int getTotalSum() {
Iterator it = rows.entrySet().iterator();
int sum = 0;
while (it.hasNext()) {
Map.Entry pair = (Map.Entry) it.next();
sum += getRowSum((int) pair.getKey());
}
return sum;
}
//Return new matrix with each value multiplied by a constant
public BigMatrix multiplyByConstant(int constant) {
if (constant == 1) {
return this;
} else if (constant == 0) {
return new BigMatrix();
}
// BigMatrix newMatrix = new BigMatrix();
// List<Integer> r = getNonEmptyRows();
// for(int a : r){
// List<Integer> c = getNonEmptyColsInRow(a);
// for(int b : c){
// newMatrix.setValue(a, b, getValue(a,b)*constant);
// }
// }
BigMatrix newMatrix = new BigMatrix();
Iterator outer = rows.entrySet().iterator();
Iterator inner;
while (outer.hasNext()) {
Map.Entry outerPair = (Map.Entry) outer.next();
HashMap row = (HashMap) outerPair.getValue();
inner = row.entrySet().iterator();
while (inner.hasNext()) {
Map.Entry pair = (Map.Entry) inner.next();
newMatrix.setValue((int) outerPair.getKey(), (int) pair.getKey(), constant * (int) pair.getValue());
}
}
newMatrix.prune();
return newMatrix;
}
//Return new matix with values the sums of original plus "other"
public BigMatrix addMatrix(BigMatrix other) {
BigMatrix toReturn = this.copy();
List<Integer> r = other.getNonEmptyRows();
List<Integer> c = other.getNonEmptyCols();
for (int a : r) {
for (int b : c) {
int original = toReturn.getValue(a, b);
int passed = other.getValue(a, b);
toReturn.setValue(a, b, original + passed);
}
}
toReturn.prune();
return toReturn;
}
//Return a new copy of the matrix
private BigMatrix copy() {
BigMatrix toReturn = new BigMatrix();
Iterator outer = rows.entrySet().iterator();
Iterator inner;
while (outer.hasNext()) {
Map.Entry outerPair = (Map.Entry) outer.next();
HashMap row = (HashMap) outerPair.getValue();
inner = row.entrySet().iterator();
while (inner.hasNext()) {
Map.Entry pair = (Map.Entry) inner.next();
toReturn.setValue((int) outerPair.getKey(), (int) pair.getKey(), (int) pair.getValue());
}
}
toReturn.prune();
return toReturn;
}
//Remove all 0 values
private void prune() {
List<Integer> r = this.getNonEmptyRows();
List<Integer> c = this.getNonEmptyCols();
for (int a : r) {
for (int b : c) {
if (this.getValue(a, b) == 0) {
((HashMap) rows.get(a)).remove(b);
}
}
}
List<Integer> emptyRows = new ArrayList<>();
Iterator out = rows.entrySet().iterator();
while(out.hasNext()){
Map.Entry pair = (Map.Entry)out.next();
HashMap row = (HashMap) pair.getValue();
if(row.size() == 0){
emptyRows.add((int)pair.getKey());
}
}
for(int row : emptyRows){
rows.remove(row);
}
}
public static void main(String[] args) {
//Little tests to make sure things work
BigMatrix b = new BigMatrix();
b.setValue(100, 50, 3);
b.setValue(50, 100, 5);
b.setValue(5, 100, 4);
b.setValue(100, 75, 2);
BigMatrix a = b.multiplyByConstant(2);
BigMatrix c = b.addMatrix(a);
}
}