diff options
Diffstat (limited to 'src/de/lmu/ifi/dbs/elki/database/ids/generic/DoubleDistanceDBIDPairKNNList.java')
-rw-r--r-- | src/de/lmu/ifi/dbs/elki/database/ids/generic/DoubleDistanceDBIDPairKNNList.java | 257 |
1 files changed, 257 insertions, 0 deletions
diff --git a/src/de/lmu/ifi/dbs/elki/database/ids/generic/DoubleDistanceDBIDPairKNNList.java b/src/de/lmu/ifi/dbs/elki/database/ids/generic/DoubleDistanceDBIDPairKNNList.java new file mode 100644 index 00000000..c72529ad --- /dev/null +++ b/src/de/lmu/ifi/dbs/elki/database/ids/generic/DoubleDistanceDBIDPairKNNList.java @@ -0,0 +1,257 @@ +package de.lmu.ifi.dbs.elki.database.ids.generic; + +/* + This file is part of ELKI: + Environment for Developing KDD-Applications Supported by Index-Structures + + Copyright (C) 2013 + Ludwig-Maximilians-Universität München + Lehr- und Forschungseinheit für Datenbanksysteme + 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/>. + */ + +import java.util.Collection; +import java.util.Iterator; + +import de.lmu.ifi.dbs.elki.database.ids.DBIDIter; +import de.lmu.ifi.dbs.elki.database.ids.DBIDRef; +import de.lmu.ifi.dbs.elki.database.ids.DBIDUtil; +import de.lmu.ifi.dbs.elki.database.ids.distance.DoubleDistanceDBIDPair; +import de.lmu.ifi.dbs.elki.database.ids.distance.DoubleDistanceDBIDListIter; +import de.lmu.ifi.dbs.elki.database.ids.distance.DoubleDistanceKNNList; +import de.lmu.ifi.dbs.elki.database.ids.distance.KNNHeap; +import de.lmu.ifi.dbs.elki.distance.distancevalue.DoubleDistance; +import de.lmu.ifi.dbs.elki.utilities.datastructures.heap.Heap; + +/** + * Finalized KNN List. + * + * @author Erich Schubert + * + * @apiviz.composedOf DoubleDistanceDBIDPair + * @apiviz.has DoubleDistanceDBIDListIter + */ +public class DoubleDistanceDBIDPairKNNList implements DoubleDistanceKNNList { + /** + * The value of k this was materialized for. + */ + private final int k; + + /** + * The actual data array. + */ + private final DoubleDistanceDBIDPair[] data; + + /** + * Constructor. This will <em>clone</em> the given collection! + * + * @param col Existing collection + * @param k K parameter + */ + public DoubleDistanceDBIDPairKNNList(Collection<DoubleDistanceDBIDPair> col, int k) { + super(); + this.data = new DoubleDistanceDBIDPair[col.size()]; + this.k = k; + assert (col.size() >= this.k) : "Collection doesn't contain enough objects!"; + // Get sorted data from heap; but in reverse. + Iterator<DoubleDistanceDBIDPair> it = col.iterator(); + for (int i = 0; it.hasNext(); i++) { + data[i] = it.next(); + } + assert (data.length == 0 || data[0] != null); + } + + /** + * Constructor, to be called from KNNHeap only. Use {@link KNNHeap#toKNNList} + * instead! + * + * @param heap Calling heap + */ + protected DoubleDistanceDBIDPairKNNList(DoubleDistanceDBIDPairKNNHeap heap) { + super(); + this.data = new DoubleDistanceDBIDPair[heap.size()]; + this.k = heap.getK(); + // Get sorted data from heap; but in reverse. + int i = heap.size(); + while (heap.size() > 0) { + i--; + assert (i >= 0); + data[i] = heap.poll(); + } + assert (data.length == 0 || data[0] != null); + assert (heap.size() == 0); + } + + /** + * Constructor, to be called from KNNHeap only. Use {@link KNNHeap#toKNNList} + * instead! + * + * @param heap Calling heap + * @param k Target number of neighbors (before ties) + */ + public DoubleDistanceDBIDPairKNNList(Heap<DoubleDistanceDBIDPair> heap, int k) { + super(); + this.data = new DoubleDistanceDBIDPair[heap.size()]; + this.k = k; + assert (heap.size() >= this.k) : "Heap doesn't contain enough objects!"; + // Get sorted data from heap; but in reverse. + int i = heap.size(); + while (heap.size() > 0) { + i--; + assert (i >= 0); + data[i] = heap.poll(); + } + assert (data.length == 0 || data[0] != null); + assert (heap.size() == 0); + } + + @Override + public int getK() { + return k; + } + + @Override + @Deprecated + public DoubleDistance getKNNDistance() { + if (size() < k) { + return DoubleDistance.INFINITE_DISTANCE; + } + return get(k - 1).getDistance(); + } + + @Override + public double doubleKNNDistance() { + if (size() < k) { + return Double.POSITIVE_INFINITY; + } + return get(k - 1).doubleDistance(); + } + + @Override + public String toString() { + StringBuilder buf = new StringBuilder(); + buf.append("kNNList["); + for (DoubleDistanceDBIDListIter iter = this.iter(); iter.valid();) { + buf.append(iter.doubleDistance()).append(':').append(DBIDUtil.toString(iter)); + iter.advance(); + if (iter.valid()) { + buf.append(','); + } + } + buf.append(']'); + return buf.toString(); + } + + @Override + public DoubleDistanceDBIDPair get(int index) { + return data[index]; + } + + @Override + public DoubleDistanceDBIDListIter iter() { + return new Itr(); + } + + @Override + public int size() { + return data.length; + } + + @Override + public boolean contains(DBIDRef o) { + for (DBIDIter iter = iter(); iter.valid(); iter.advance()) { + if (DBIDUtil.equal(iter, o)) { + return true; + } + } + return false; + } + + @Override + public boolean isEmpty() { + return size() == 0; + } + + /** + * Iterator. + * + * @author Erich Schubert + * + * @apiviz.exclude + */ + private class Itr implements DoubleDistanceDBIDListIter { + /** + * Cursor position. + */ + private int pos = 0; + + @Override + public int internalGetIndex() { + return get(pos).internalGetIndex(); + } + + @Override + public boolean valid() { + return pos < data.length; + } + + @Override + public void advance() { + pos++; + } + + /** + * {@inheritDoc} + * + * @deprecated use {@link #doubleDistance}! + */ + @Override + @Deprecated + public DoubleDistance getDistance() { + return get(pos).getDistance(); + } + + @Override + public double doubleDistance() { + return get(pos).doubleDistance(); + } + + @Override + public DoubleDistanceDBIDPair getDistancePair() { + return get(pos); + } + + @Override + public int getOffset() { + return pos; + } + + @Override + public void advance(int count) { + pos += count; + } + + @Override + public void retract() { + --pos; + } + + @Override + public void seek(int off) { + pos = off; + } + } +} |