de.lmu.ifi.dbs.elki.index.tree.metrical.mtreevariants.mtree

Class MTree<O,D extends NumberDistance<D,?>>

java.lang.Object

de.lmu.ifi.dbs.elki.index.tree.IndexTree<N,E>

de.lmu.ifi.dbs.elki.index.tree.metrical.MetricalIndexTree<O,D,N,E>

de.lmu.ifi.dbs.elki.index.tree.metrical.mtreevariants.AbstractMTree<O,D,MTreeNode<O,D>,MTreeEntry,MTreeSettings<O,D,MTreeNode<O,D>,MTreeEntry>>

de.lmu.ifi.dbs.elki.index.tree.metrical.mtreevariants.mtree.MTree<O,D>

Type Parameters:

O - the type of DatabaseObject to be stored in the metrical index

D - the type of Distance used in the metrical index

Direct Known Subclasses:

MTreeIndex

@Title(value="M-Tree")
@Description(value="Efficient Access Method for Similarity Search in Metric Spaces")
@Reference(authors="P. Ciaccia, M. Patella, P. Zezula",
           title="M-tree: An Efficient Access Method for Similarity Search in Metric Spaces",
           booktitle="VLDB\'97, Proceedings of 23rd International Conference on Very Large Data Bases, August 25-29, 1997, Athens, Greece",
           url="http://www.vldb.org/conf/1997/P426.PDF")
public abstract class MTree<O,D extends NumberDistance<D,?>>
extends AbstractMTree<O,D,MTreeNode<O,D>,MTreeEntry,MTreeSettings<O,D,MTreeNode<O,D>,MTreeEntry>>

MTree is a metrical index structure based on the concepts of the M-Tree. Apart from organizing the objects it also provides several methods to search for certain object in the structure. Persistence is not yet ensured. Reference:

P. Ciaccia, M. Patella, P. Zezula
M-tree: An Efficient Access Method for Similarity Search in Metric Spaces
In Proceedings of 23rd International Conference on Very Large Data Bases (VLDB'97), August 25-29, 1997, Athens, Greece

Nested Class Summary

Nested classes/interfaces inherited from class de.lmu.ifi.dbs.elki.index.tree.metrical.mtreevariants.AbstractMTree

AbstractMTree.Statistics

Field Summary

Fields

Modifier and Type	Field and Description
private static Logging	LOG The logger for this class.

Fields inherited from class de.lmu.ifi.dbs.elki.index.tree.metrical.mtreevariants.AbstractMTree

EXTRA_INTEGRITY_CHECKS, settings, statistics

Fields inherited from class de.lmu.ifi.dbs.elki.index.tree.IndexTree

dirCapacity, dirMinimum, initialized, leafCapacity, leafMinimum

Constructor Summary

Constructors

Constructor and Description
MTree(PageFile<MTreeNode<O,D>> pagefile, MTreeSettings<O,D,MTreeNode<O,D>,MTreeEntry> settings) Constructor.

Method Summary

Methods

Modifier and Type	Method and Description
protected MTreeEntry	createNewDirectoryEntry(MTreeNode<O,D> node, DBID routingObjectID, double parentDistance) Creates a new directory entry representing the specified node.
protected MTreeNode<O,D>	createNewDirectoryNode() Creates a new directory node with the specified capacity.
protected MTreeNode<O,D>	createNewLeafNode() Creates a new leaf node with the specified capacity.
protected MTreeEntry	createRootEntry() Creates an entry representing the root node.
protected Logging	getLogger() Get the (STATIC) logger for this class.
protected void	preInsert(MTreeEntry entry) Does nothing because no operations are necessary before inserting an entry.

Methods inherited from class de.lmu.ifi.dbs.elki.index.tree.metrical.mtreevariants.AbstractMTree

createEmptyRoot, distance, distance, getDistanceFactory, getDistanceFunction, getHeight, getLeaves, getSortedEntries, insert, insertAll, logStatistics, toString

Methods inherited from class de.lmu.ifi.dbs.elki.index.tree.IndexTree

createHeader, deleteNode, getFile, getNode, getNode, getPageID, getPageSize, getRoot, getRootEntry, getRootID, getRootPath, initialize, initialize, initializeCapacities, initializeFromFile, isRoot, postDelete, writeNode

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait

Field Detail

LOG

private static final Logging LOG

The logger for this class.

Constructor Detail

MTree

public MTree(PageFile<MTreeNode<O,D>> pagefile,
     MTreeSettings<O,D,MTreeNode<O,D>,MTreeEntry> settings)

Constructor.

Parameters:

pagefile - Page file

settings - Tree settings

Method Detail

preInsert

protected void preInsert(MTreeEntry entry)

Does nothing because no operations are necessary before inserting an entry.

Overrides:

preInsert in class IndexTree<MTreeNode<O,D extends NumberDistance<D,?>>,MTreeEntry>

Parameters:

entry - the entry to be inserted

createNewDirectoryEntry

protected MTreeEntry createNewDirectoryEntry(MTreeNode<O,D> node,
                                 DBID routingObjectID,
                                 double parentDistance)

Description copied from class: AbstractMTree

Creates a new directory entry representing the specified node.

Specified by:

createNewDirectoryEntry in class AbstractMTree<O,D extends NumberDistance<D,?>,MTreeNode<O,D extends NumberDistance<D,?>>,MTreeEntry,MTreeSettings<O,D extends NumberDistance<D,?>,MTreeNode<O,D extends NumberDistance<D,?>>,MTreeEntry>>

Parameters:

node - the node to be represented by the new entry

routingObjectID - the id of the routing object of the node

parentDistance - the distance from the routing object of the node to the routing object of the parent node

Returns:

a new MTreeDirectoryEntry representing the specified node

createRootEntry

protected MTreeEntry createRootEntry()

Description copied from class: IndexTree

Creates an entry representing the root node.

Specified by:

createRootEntry in class IndexTree<MTreeNode<O,D extends NumberDistance<D,?>>,MTreeEntry>

Returns:

a new MTreeDirectoryEntry by calling new MTreeDirectoryEntry(null, null, 0, null)

createNewLeafNode

protected MTreeNode<O,D> createNewLeafNode()

Description copied from class: IndexTree

Creates a new leaf node with the specified capacity.

Specified by:

createNewLeafNode in class IndexTree<MTreeNode<O,D extends NumberDistance<D,?>>,MTreeEntry>

Returns:

a new MTreeNode which is a leaf node

createNewDirectoryNode

protected MTreeNode<O,D> createNewDirectoryNode()

Description copied from class: IndexTree

Creates a new directory node with the specified capacity.

Specified by:

createNewDirectoryNode in class IndexTree<MTreeNode<O,D extends NumberDistance<D,?>>,MTreeEntry>

Returns:

a new MTreeNode which is a directory node

getLogger

protected Logging getLogger()

Description copied from class: IndexTree

Get the (STATIC) logger for this class.

Specified by:

getLogger in class IndexTree<MTreeNode<O,D extends NumberDistance<D,?>>,MTreeEntry>

Returns:

the static logger