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High performance scientific and technical computing data structures and methods, mostly based on CERN's Colt Java API
There is a newer version: 0.13.0
/*
 * 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.function.DoubleDoubleFunction;
import org.apache.mahout.math.function.DoubleFunction;

/**
 * A delegating vector provides an easy way to decorate vectors with weights or id's and such while
 * keeping all of the Vector functionality.
 *
 * This vector implements LengthCachingVector because almost all delegates cache the length and
 * the cost of false positives is very low.
 */
public class DelegatingVector implements Vector, LengthCachingVector {
  protected Vector delegate;

  public DelegatingVector(Vector v) {
    delegate = v;
  }

  protected DelegatingVector() {
  }

  public Vector getVector() {
    return delegate;
  }

  @Override
  public double aggregate(DoubleDoubleFunction aggregator, DoubleFunction map) {
    return delegate.aggregate(aggregator, map);
  }

  @Override
  public double aggregate(Vector other, DoubleDoubleFunction aggregator, DoubleDoubleFunction combiner) {
    return delegate.aggregate(other, aggregator, combiner);
  }

  @Override
  public Vector viewPart(int offset, int length) {
    return delegate.viewPart(offset, length);
  }

  @SuppressWarnings("CloneDoesntDeclareCloneNotSupportedException")
  @Override
  public Vector clone() {
    DelegatingVector r;
    try {
      r = (DelegatingVector) super.clone();
    } catch (CloneNotSupportedException e) {
      throw new RuntimeException("Clone not supported for DelegatingVector, shouldn't be possible");
    }
    // delegate points to original without this
    r.delegate = delegate.clone();
    return r;
  }

  @Override
  public Iterable all() {
    return delegate.all();
  }

  @Override
  public Iterable nonZeroes() {
    return delegate.nonZeroes();
  }

  @Override
  public Vector divide(double x) {
    return delegate.divide(x);
  }

  @Override
  public double dot(Vector x) {
    return delegate.dot(x);
  }

  @Override
  public double get(int index) {
    return delegate.get(index);
  }

  @Override
  public Element getElement(int index) {
    return delegate.getElement(index);
  }

  /**
   * Merge a set of (index, value) pairs into the vector.
   *
   * @param updates an ordered mapping of indices to values to be merged in.
   */
  @Override
  public void mergeUpdates(OrderedIntDoubleMapping updates) {
    delegate.mergeUpdates(updates);
  }

  @Override
  public Vector minus(Vector that) {
    return delegate.minus(that);
  }

  @Override
  public Vector normalize() {
    return delegate.normalize();
  }

  @Override
  public Vector normalize(double power) {
    return delegate.normalize(power);
  }

  @Override
  public Vector logNormalize() {
    return delegate.logNormalize();
  }

  @Override
  public Vector logNormalize(double power) {
    return delegate.logNormalize(power);
  }

  @Override
  public double norm(double power) {
    return delegate.norm(power);
  }

  @Override
  public double getLengthSquared() {
    return delegate.getLengthSquared();
  }

  @Override
  public void invalidateCachedLength() {
    if (delegate instanceof LengthCachingVector) {
      ((LengthCachingVector) delegate).invalidateCachedLength();
    }
  }

  @Override
  public double getDistanceSquared(Vector v) {
    return delegate.getDistanceSquared(v);
  }

  @Override
  public double getLookupCost() {
    return delegate.getLookupCost();
  }

  @Override
  public double getIteratorAdvanceCost() {
    return delegate.getIteratorAdvanceCost();
  }

  @Override
  public boolean isAddConstantTime() {
    return delegate.isAddConstantTime();
  }

  @Override
  public double maxValue() {
    return delegate.maxValue();
  }

  @Override
  public int maxValueIndex() {
    return delegate.maxValueIndex();
  }

  @Override
  public double minValue() {
    return delegate.minValue();
  }

  @Override
  public int minValueIndex() {
    return delegate.minValueIndex();
  }

  @Override
  public Vector plus(double x) {
    return delegate.plus(x);
  }

  @Override
  public Vector plus(Vector x) {
    return delegate.plus(x);
  }

  @Override
  public void set(int index, double value) {
    delegate.set(index, value);
  }

  @Override
  public Vector times(double x) {
    return delegate.times(x);
  }

  @Override
  public Vector times(Vector x) {
    return delegate.times(x);
  }

  @Override
  public double zSum() {
    return delegate.zSum();
  }

  @Override
  public Vector assign(double value) {
    delegate.assign(value);
    return this;
  }

  @Override
  public Vector assign(double[] values) {
    delegate.assign(values);
    return this;
  }

  @Override
  public Vector assign(Vector other) {
    delegate.assign(other);
    return this;
  }

  @Override
  public Vector assign(DoubleDoubleFunction f, double y) {
    delegate.assign(f, y);
    return this;
  }

  @Override
  public Vector assign(DoubleFunction function) {
    delegate.assign(function);
    return this;
  }

  @Override
  public Vector assign(Vector other, DoubleDoubleFunction function) {
    delegate.assign(other, function);
    return this;
  }

  @Override
  public Matrix cross(Vector other) {
    return delegate.cross(other);
  }

  @Override
  public int size() {
    return delegate.size();
  }

  @Override
  public String asFormatString() {
    return delegate.asFormatString();
  }

  @Override
  public int hashCode() {
    return delegate.hashCode();
  }

  @SuppressWarnings("EqualsWhichDoesntCheckParameterClass")
  @Override
  public boolean equals(Object o) {
    return delegate.equals(o);
  }

  @Override
  public String toString() {
    return delegate.toString();
  }

  @Override
  public boolean isDense() {
    return delegate.isDense();
  }

  @Override
  public boolean isSequentialAccess() {
    return delegate.isSequentialAccess();
  }

  @Override
  public double getQuick(int index) {
    return delegate.getQuick(index);
  }

  @Override
  public Vector like() {
    return new DelegatingVector(delegate.like());
  }

  @Override
  public Vector like(int cardinality) {
    return new DelegatingVector(delegate.like(cardinality));
  }

  @Override
  public void setQuick(int index, double value) {
    delegate.setQuick(index, value);
  }

  @Override
  public void incrementQuick(int index, double increment) {
    delegate.incrementQuick(index, increment);
  }

  @Override
  public int getNumNondefaultElements() {
    return delegate.getNumNondefaultElements();
  }

  @Override
  public int getNumNonZeroElements() {
    return delegate.getNumNonZeroElements();
  }
}