org.apache.mahout.math.MatrixView Maven / Gradle / Ivy
Go to download
Show more of this group Show more artifacts with this name
Show all versions of mahout-math Show documentation
Show all versions of mahout-math Show documentation
High performance scientific and technical computing data structures and methods,
mostly based on CERN's
Colt Java API
/**
* Licensed to the Apache Software Foundation (ASF) under one or more
* contributor license agreements. See the NOTICE file distributed with
* this work for additional information regarding copyright ownership.
* The ASF licenses this file to You under the Apache License, Version 2.0
* (the "License"); you may not use this file except in compliance with
* the License. You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
package org.apache.mahout.math;
import org.apache.mahout.math.flavor.MatrixFlavor;
/** Implements subset view of a Matrix */
public class MatrixView extends AbstractMatrix {
private Matrix matrix;
// the offset into the Matrix
private int[] offset;
/**
* Construct a view of the matrix with given offset and cardinality
*
* @param matrix an underlying Matrix
* @param offset the int[2] offset into the underlying matrix
* @param size the int[2] size of the view
*/
public MatrixView(Matrix matrix, int[] offset, int[] size) {
super(size[ROW], size[COL]);
int rowOffset = offset[ROW];
if (rowOffset < 0) {
throw new IndexException(rowOffset, rowSize());
}
int rowsRequested = size[ROW];
if (rowOffset + rowsRequested > matrix.rowSize()) {
throw new IndexException(rowOffset + rowsRequested, matrix.rowSize());
}
int columnOffset = offset[COL];
if (columnOffset < 0) {
throw new IndexException(columnOffset, columnSize());
}
int columnsRequested = size[COL];
if (columnOffset + columnsRequested > matrix.columnSize()) {
throw new IndexException(columnOffset + columnsRequested, matrix.columnSize());
}
this.matrix = matrix;
this.offset = offset;
}
@Override
public Matrix clone() {
MatrixView clone = (MatrixView) super.clone();
clone.matrix = matrix.clone();
clone.offset = offset.clone();
return clone;
}
@Override
public double getQuick(int row, int column) {
return matrix.getQuick(offset[ROW] + row, offset[COL] + column);
}
@Override
public Matrix like() {
return matrix.like(rowSize(), columnSize());
}
@Override
public Matrix like(int rows, int columns) {
return matrix.like(rows, columns);
}
@Override
public void setQuick(int row, int column, double value) {
matrix.setQuick(offset[ROW] + row, offset[COL] + column, value);
}
@Override
public int[] getNumNondefaultElements() {
return new int[]{rowSize(), columnSize()};
}
@Override
public Matrix viewPart(int[] offset, int[] size) {
if (offset[ROW] < 0) {
throw new IndexException(offset[ROW], 0);
}
if (offset[ROW] + size[ROW] > rowSize()) {
throw new IndexException(offset[ROW] + size[ROW], rowSize());
}
if (offset[COL] < 0) {
throw new IndexException(offset[COL], 0);
}
if (offset[COL] + size[COL] > columnSize()) {
throw new IndexException(offset[COL] + size[COL], columnSize());
}
int[] origin = this.offset.clone();
origin[ROW] += offset[ROW];
origin[COL] += offset[COL];
return new MatrixView(matrix, origin, size);
}
@Override
public Matrix assignColumn(int column, Vector other) {
if (rowSize() != other.size()) {
throw new CardinalityException(rowSize(), other.size());
}
for (int row = 0; row < rowSize(); row++) {
matrix.setQuick(row + offset[ROW], column + offset[COL], other
.getQuick(row));
}
return this;
}
@Override
public Matrix assignRow(int row, Vector other) {
if (columnSize() != other.size()) {
throw new CardinalityException(columnSize(), other.size());
}
for (int col = 0; col < columnSize(); col++) {
matrix
.setQuick(row + offset[ROW], col + offset[COL], other.getQuick(col));
}
return this;
}
@Override
public Vector viewColumn(int column) {
if (column < 0 || column >= columnSize()) {
throw new IndexException(column, columnSize());
}
return matrix.viewColumn(column + offset[COL]).viewPart(offset[ROW], rowSize());
}
@Override
public Vector viewRow(int row) {
if (row < 0 || row >= rowSize()) {
throw new IndexException(row, rowSize());
}
return matrix.viewRow(row + offset[ROW]).viewPart(offset[COL], columnSize());
}
@Override
public MatrixFlavor getFlavor() {
return matrix.getFlavor();
}
}