/*
* This file is part of ELKI:
* Environment for Developing KDD-Applications Supported by Index-Structures
*
* Copyright (C) 2017
* ELKI Development Team
*
* 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 de.lmu.ifi.dbs.elki.index;
import de.lmu.ifi.dbs.elki.database.ids.DBID;
import de.lmu.ifi.dbs.elki.database.ids.DBIDRef;
import de.lmu.ifi.dbs.elki.database.query.distance.DistanceQuery;
import de.lmu.ifi.dbs.elki.database.query.knn.AbstractDistanceKNNQuery;
import de.lmu.ifi.dbs.elki.database.query.range.AbstractDistanceRangeQuery;
import de.lmu.ifi.dbs.elki.database.relation.Relation;
import de.lmu.ifi.dbs.elki.logging.Logging;
import de.lmu.ifi.dbs.elki.logging.statistics.Counter;
/**
* Abstract base class for Filter-refinement indexes.
*
* The number of refinements will be counted as individual page accesses.
*
* @author Erich Schubert
* @since 0.5.0
*
* @apiviz.excludeSubtypes
* @apiviz.has AbstractRangeQuery
* @apiviz.has AbstractKNNQuery
*
* @param <O> Object type
*/
public abstract class AbstractRefiningIndex<O> extends AbstractIndex<O> {
/**
* Refinement counter.
*/
private Counter refinements;
/**
* Constructor.
*
* @param relation Relation indexed
*/
public AbstractRefiningIndex(Relation<O> relation) {
super(relation);
Logging log = getLogger();
refinements = log.isStatistics() ? log.newCounter(this.getClass().getName() + ".refinements") : null;
}
/**
* Get the class logger.
*
* @return Logger
*/
abstract public Logging getLogger();
/**
* Increment the refinement counter, if in use.
*
* @param i Increment.
*/
protected void countRefinements(int i) {
if(refinements != null) {
refinements.increment(i);
}
}
@Override
public void logStatistics() {
if(refinements != null) {
getLogger().statistics(refinements);
}
}
/**
* Refine a given object (and count the refinement!).
*
* @param id Object id
* @return refined object
*/
protected O refine(DBID id) {
countRefinements(1);
return relation.get(id);
}
/**
* Range query for this index.
*
* @author Erich Schubert
*
* @apiviz.excludeSubtypes
*/
public abstract class AbstractRangeQuery extends AbstractDistanceRangeQuery<O> {
/**
* Constructor.
*
* @param distanceQuery Distance query object
*/
public AbstractRangeQuery(DistanceQuery<O> distanceQuery) {
super(distanceQuery);
}
/**
* Refinement distance computation.
*
* @param id Candidate ID
* @param q Query object
* @return Distance
*/
protected double refine(DBIDRef id, O q) {
AbstractRefiningIndex.this.countRefinements(1);
return distanceQuery.distance(q, id);
}
/**
* Count extra refinements.
*
* @param c Refinements
*/
protected void incRefinements(int c) {
AbstractRefiningIndex.this.countRefinements(c);
}
}
/**
* KNN query for this index.
*
* @author Erich Schubert
*
* @apiviz.excludeSubtypes
*/
public abstract class AbstractKNNQuery extends AbstractDistanceKNNQuery<O> {
/**
* Constructor.
*
* @param distanceQuery Distance query object
*/
public AbstractKNNQuery(DistanceQuery<O> distanceQuery) {
super(distanceQuery);
}
/**
* Refinement distance computation.
*
* @param id Candidate ID
* @param q Query object
* @return Distance
*/
protected double refine(DBIDRef id, O q) {
AbstractRefiningIndex.this.countRefinements(1);
return distanceQuery.distance(q, id);
}
/**
* Count extra refinements.
*
* @param c Refinements
*/
protected void incRefinements(int c) {
AbstractRefiningIndex.this.countRefinements(c);
}
}
}