/**
* Copyright (C) 2001-2017 by RapidMiner and the contributors
*
* Complete list of developers available at our web site:
*
* http://rapidminer.com
*
* This program is free software: you can redistribute it and/or modify it under the terms of the
* GNU Affero General Public License as published by the Free Software Foundation, either version 3
* of the License, or (at your option) any later version.
*
* This program 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
* Affero General Public License for more details.
*
* You should have received a copy of the GNU Affero General Public License along with this program.
* If not, see http://www.gnu.org/licenses/.
*/
package com.rapidminer.example.table;
/**
* Implementation of DataRow that is backed by primitive arrays. Should always be used if more than
* 50% of the data is sparse. As fast (or even faster than map implementation) but needs
* considerably less memory. This implementation uses float arrays instead of double arrays which
* might reduce the used memory even more.
*
* @author Ingo Mierswa, Shevek
*/
public class FloatSparseArrayDataRow extends AbstractSparseArrayDataRow {
private static final long serialVersionUID = -2445500346242180129L;
/** Stores the used attribute values. */
private float[] values;
/** Creates an empty sparse array data row with size 0. */
public FloatSparseArrayDataRow() {
this(0);
}
/** Creates a sparse array data row of the given size. */
public FloatSparseArrayDataRow(int size) {
super(size);
values = new float[size];
}
@Override
protected void swapValues(int a, int b) {
float tt = values[a];
values[a] = values[b];
values[b] = tt;
}
@Override
protected void resizeValues(int length) {
float[] d = new float[length];
System.arraycopy(values, 0, d, 0, Math.min(values.length, length));
values = d;
}
@Override
protected void removeValue(int index) {
System.arraycopy(values, index + 1, values, index, values.length - (index + 1));
}
/** Returns the desired data for the given attribute. */
@Override
protected double getValue(int index) {
return values[index];
}
/** Sets the given data for the given attribute. */
@Override
protected void setValue(int index, double v) {
values[index] = (float) v;
}
@Override
protected double[] getAllValues() {
double[] result = new double[this.values.length];
for (int i = 0; i < result.length; i++) {
result[i] = this.values[i];
}
return result;
}
@Override
public int getType() {
return DataRowFactory.TYPE_FLOAT_SPARSE_ARRAY;
}
}