/* * 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; /** * Decorates a vector with a floating point weight and an index. */ public class WeightedVector extends DelegatingVector { private static final int INVALID_INDEX = -1; private double weight; private int index; protected WeightedVector(double weight, int index) { super(); this.weight = weight; this.index = index; } public WeightedVector(Vector v, double weight, int index) { super(v); this.weight = weight; this.index = index; } public WeightedVector(Vector v, Vector projection, int index) { super(v); this.index = index; this.weight = v.dot(projection); } public static WeightedVector project(Vector v, Vector projection) { return project(v, projection, INVALID_INDEX); } public static WeightedVector project(Vector v, Vector projection, int index) { return new WeightedVector(v, projection, index); } public double getWeight() { return weight; } public int getIndex() { return index; } public void setWeight(double newWeight) { this.weight = newWeight; } public void setIndex(int index) { this.index = index; } @Override public Vector like() { return new WeightedVector(getVector().like(), weight, index); } @Override public String toString() { return String.format("index=%d, weight=%.2f, v=%s", index, weight, getVector()); } @Override public WeightedVector clone() { WeightedVector v = (WeightedVector)super.clone(); v.weight = weight; v.index = index; return v; } }