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authorAndrej Shadura <andrewsh@debian.org>2019-03-09 22:30:28 +0000
committerAndrej Shadura <andrewsh@debian.org>2019-03-09 22:30:28 +0000
commitcde76aeb42240f7270bc6605c606ae07d2dc5a7d (patch)
treec3ebf1d7745224f524da31dbabc5d76b9ea75916 /src/de/lmu/ifi/dbs/elki/index/tree/spatial/rstarvariants/AbstractRStarTreeNode.java
Import Upstream version 0.4.0~beta1
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diff --git a/src/de/lmu/ifi/dbs/elki/index/tree/spatial/rstarvariants/AbstractRStarTreeNode.java b/src/de/lmu/ifi/dbs/elki/index/tree/spatial/rstarvariants/AbstractRStarTreeNode.java
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+package de.lmu.ifi.dbs.elki.index.tree.spatial.rstarvariants;
+/*
+This file is part of ELKI:
+Environment for Developing KDD-Applications Supported by Index-Structures
+
+Copyright (C) 2011
+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.io.IOException;
+import java.io.ObjectInput;
+import java.io.ObjectOutput;
+import java.util.logging.Logger;
+
+import de.lmu.ifi.dbs.elki.data.HyperBoundingBox;
+import de.lmu.ifi.dbs.elki.data.spatial.SpatialComparable;
+import de.lmu.ifi.dbs.elki.data.spatial.SpatialUtil;
+import de.lmu.ifi.dbs.elki.distance.distancevalue.Distance;
+import de.lmu.ifi.dbs.elki.index.tree.AbstractNode;
+import de.lmu.ifi.dbs.elki.index.tree.DistanceEntry;
+import de.lmu.ifi.dbs.elki.index.tree.spatial.SpatialDirectoryEntry;
+import de.lmu.ifi.dbs.elki.index.tree.spatial.SpatialEntry;
+import de.lmu.ifi.dbs.elki.index.tree.spatial.SpatialNode;
+import de.lmu.ifi.dbs.elki.index.tree.spatial.SpatialPointLeafEntry;
+import de.lmu.ifi.dbs.elki.logging.LoggingConfiguration;
+
+/**
+ * Abstract superclass for nodes in a R*-Tree.
+ *
+ * @author Elke Achtert
+ * @param <N> Node type
+ * @param <E> Entry type
+ */
+public abstract class AbstractRStarTreeNode<N extends AbstractRStarTreeNode<N, E>, E extends SpatialEntry> extends AbstractNode<E> implements SpatialNode<N, E> {
+ /**
+ * Empty constructor for Externalizable interface.
+ */
+ public AbstractRStarTreeNode() {
+ super();
+ }
+
+ /**
+ * Creates a new AbstractRStarTreeNode with the specified parameters.
+ *
+ * @param capacity the capacity (maximum number of entries plus 1 for
+ * overflow) of this node
+ * @param isLeaf indicates whether this node is a leaf node
+ * @param eclass Entry class, to initialize array storage
+ */
+ public AbstractRStarTreeNode(int capacity, boolean isLeaf, Class<? super E> eclass) {
+ super(capacity, isLeaf, eclass);
+ }
+
+ @Override
+ public double getMin(int dimension) {
+ double min = getEntry(0).getMin(dimension);
+ for(int i = 1; i < getNumEntries(); i++) {
+ min = Math.min(min, getEntry(i).getMin(dimension));
+ }
+ return min;
+ }
+
+ @Override
+ public double getMax(int dimension) {
+ double max = getEntry(0).getMax(dimension);
+ for(int i = 1; i < getNumEntries(); i++) {
+ max = Math.min(max, getEntry(i).getMax(dimension));
+ }
+ return max;
+ }
+
+ /**
+ * Recomputing the MBR is rather expensive.
+ *
+ * @return MBR
+ */
+ public HyperBoundingBox computeMBR() {
+ E firstEntry = getEntry(0);
+ if(firstEntry == null) {
+ return null;
+ }
+ int dim = firstEntry.getDimensionality();
+ // Note: we deliberately get a cloned copy here, since we will modify it.
+ double[] min = SpatialUtil.getMin(firstEntry);
+ double[] max = SpatialUtil.getMax(firstEntry);
+
+ for(int i = 1; i < getNumEntries(); i++) {
+ SpatialComparable mbr = getEntry(i);
+ for(int d = 1; d <= dim; d++) {
+ if(min[d - 1] > mbr.getMin(d)) {
+ min[d - 1] = mbr.getMin(d);
+ }
+ if(max[d - 1] < mbr.getMax(d)) {
+ max[d - 1] = mbr.getMax(d);
+ }
+ }
+ }
+ return new HyperBoundingBox(min, max);
+ }
+
+ @Override
+ public int getDimensionality() {
+ return getEntry(0).getDimensionality();
+ }
+
+ /**
+ * Adjusts the parameters of the entry representing this node.
+ *
+ * @param entry the entry representing this node
+ */
+ public void adjustEntry(E entry) {
+ ((SpatialDirectoryEntry)entry).setMBR(computeMBR());
+ }
+
+ /**
+ * Adjusts the parameters of the entry representing this node. Only applicable
+ * if one object was inserted or the size of an existing node increased.
+ *
+ * @param entry the entry representing this node
+ * @param responsibleMBR the MBR of the object or node which is responsible
+ * for the call of the method
+ * @return the MBR of the new Node
+ */
+ public E adjustEntryIncremental(E entry, SpatialComparable responsibleMBR) {
+ ((SpatialDirectoryEntry)entry).setMBR(SpatialUtil.union(entry, responsibleMBR));
+ return entry;
+ }
+
+ /**
+ * * Initializes a reinsert operation. Deletes all entries in this node and
+ * adds all entries from start index on to this node's children.
+ *
+ * @param start the start index of the entries that will be reinserted
+ * @param reInsertEntries the array of entries to be reinserted
+ */
+ protected <D extends Distance<D>> void initReInsert(int start, DistanceEntry<D, E>[] reInsertEntries) {
+ deleteAllEntries();
+
+ if(isLeaf()) {
+ for(int i = start; i < reInsertEntries.length; i++) {
+ addLeafEntry(reInsertEntries[i].getEntry());
+ }
+ }
+ else {
+ for(int i = start; i < reInsertEntries.length; i++) {
+ addDirectoryEntry(reInsertEntries[i].getEntry());
+ }
+ }
+ }
+
+ /**
+ * Tests this node (for debugging purposes).
+ */
+ @SuppressWarnings("unchecked")
+ public final void integrityCheck(AbstractRStarTree<N, E> tree) {
+ // leaf node
+ if(isLeaf()) {
+ for(int i = 0; i < getCapacity(); i++) {
+ E e = getEntry(i);
+ if(i < getNumEntries() && e == null) {
+ throw new RuntimeException("i < numEntries && entry == null");
+ }
+ if(i >= getNumEntries() && e != null) {
+ throw new RuntimeException("i >= numEntries && entry != null");
+ }
+ }
+ }
+
+ // dir node
+ else {
+ N tmp = tree.getNode(getEntry(0));
+ boolean childIsLeaf = tmp.isLeaf();
+
+ for(int i = 0; i < getCapacity(); i++) {
+ E e = getEntry(i);
+
+ if(i < getNumEntries() && e == null) {
+ throw new RuntimeException("i < numEntries && entry == null");
+ }
+
+ if(i >= getNumEntries() && e != null) {
+ throw new RuntimeException("i >= numEntries && entry != null");
+ }
+
+ if(e != null) {
+ N node = tree.getNode(e);
+
+ if(childIsLeaf && !node.isLeaf()) {
+ for(int k = 0; k < getNumEntries(); k++) {
+ tree.getNode(getEntry(k));
+ }
+
+ throw new RuntimeException("Wrong Child in " + this + " at " + i);
+ }
+
+ if(!childIsLeaf && node.isLeaf()) {
+ throw new RuntimeException("Wrong Child: child id no leaf, but node is leaf!");
+ }
+
+ node.integrityCheckParameters((N) this, i);
+ node.integrityCheck(tree);
+ }
+ }
+
+ if(LoggingConfiguration.DEBUG) {
+ Logger.getLogger(this.getClass().getName()).fine("DirNode " + getPageID() + " ok!");
+ }
+ }
+ }
+
+ /**
+ * Tests, if the parameters of the entry representing this node, are correctly
+ * set. Subclasses may need to overwrite this method.
+ *
+ * @param parent the parent holding the entry representing this node
+ * @param index the index of the entry in the parents child array
+ */
+ protected void integrityCheckParameters(N parent, int index) {
+ // test if mbr is correctly set
+ E entry = parent.getEntry(index);
+ HyperBoundingBox mbr = computeMBR();
+
+ if(/* entry.getMBR() == null && */mbr == null) {
+ return;
+ }
+ if(!SpatialUtil.equals(entry, mbr)) {
+ String soll = mbr.toString();
+ String ist = new HyperBoundingBox(entry).toString();
+ throw new RuntimeException("Wrong MBR in node " + parent.getPageID() + " at index " + index + " (child " + entry + ")" + "\nsoll: " + soll + ",\n ist: " + ist);
+ }
+ }
+
+ /**
+ * Calls the super method and writes the id of this node, the numEntries and
+ * the entries array to the specified stream.
+ */
+ @Override
+ public void writeExternal(ObjectOutput out) throws IOException {
+ super.writeExternal(out);
+ // TODO: do we need to write/read the capacity?
+ out.writeInt(entries.length);
+ for(E entry : entries) {
+ if(entry == null) {
+ break;
+ }
+ entry.writeExternal(out);
+ }
+ }
+
+ /**
+ * Reads the id of this node, the numEntries and the entries array from the
+ * specified stream.
+ *
+ * @param in the stream to read data from in order to restore the object
+ * @throws java.io.IOException if I/O errors occur
+ * @throws ClassNotFoundException If the class for an object being restored
+ * cannot be found.
+ */
+ @Override
+ @SuppressWarnings("unchecked")
+ public void readExternal(ObjectInput in) throws IOException, ClassNotFoundException {
+ super.readExternal(in);
+
+ // TODO: do we need to write/read the capacity?
+ final int capacity = in.readInt();
+ if(isLeaf()) {
+ entries = (E[]) new SpatialPointLeafEntry[capacity];
+ for(int i = 0; i < numEntries; i++) {
+ SpatialPointLeafEntry s = new SpatialPointLeafEntry();
+ s.readExternal(in);
+ entries[i] = (E) s;
+ }
+ }
+ else {
+ entries = (E[]) new SpatialDirectoryEntry[capacity];
+ for(int i = 0; i < numEntries; i++) {
+ SpatialDirectoryEntry s = new SpatialDirectoryEntry();
+ s.readExternal(in);
+ entries[i] = (E) s;
+ }
+ }
+ }
+} \ No newline at end of file