Package elki.result

Class KMLOutputHandler

java.lang.Object

elki.result.KMLOutputHandler

All Implemented Interfaces:

ResultHandler, ResultProcessor

@Reference(authors="Erich Achtert, Ahmed Hettab, Hans-Peter Kriegel, Erich Schubert, Arthur Zimek",
           title="Spatial Outlier Detection: Data, Algorithms, Visualizations",
           booktitle="Proc. 12th Int. Symp. Spatial and Temporal Databases (SSTD 2011)",
           url="https://doi.org/10.1007/978-3-642-22922-0_41",
           bibkey="DBLP:conf/ssd/AchtertHKSZ11")
public class KMLOutputHandler
extends java.lang.Object
implements ResultHandler

Class to handle KML output.

Reference:

Erich Achtert, Ahmed Hettab, Hans-Peter Kriegel, Erich Schubert, Arthur Zimek
Spatial Outlier Detection: Data, Algorithms, Visualizations
Proc. 12th Int. Symp. Spatial and Temporal Databases (SSTD 2011)

Note: This class - currently - is an ugly hack. This code needs to be modularized to make it more reusable, to support multiple results and different result types.

Since:

0.4.0

Author:

Erich Schubert

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static class	KMLOutputHandler.Par	Parameterization class

Field Summary

Fields

Modifier and Type	Field	Description
private boolean	autoopen	Automatically open at the end
private boolean	compat	Compatibility mode.
(package private) java.nio.file.Path	filename	Output file name
private static Logging	LOG	Logger class to use.
private static int	NUMSTYLES	Number of styles to use (lower reduces rendering complexity a bit)
(package private) OutlierScaling	scaling	Scaling function

Constructor Summary

Constructors

Constructor	Description
KMLOutputHandler(java.nio.file.Path filename, OutlierScaling scaling, boolean compat, boolean autoopen)	Constructor.

Method Summary

Modifier and Type	Method	Description
private DoubleObjPair<Polygon>	buildHullsRecursively(Cluster<Model> clu, Hierarchy<Cluster<Model>> hier, java.util.Map<java.lang.Object,DoubleObjPair<Polygon>> hulls, Relation<? extends NumberVector> coords)	Recursively step through the clusters to build the hulls.
static java.awt.Color	getColorForValue(double val)	Get color from a simple heatmap.
private java.lang.StringBuilder	makeDescription(Cluster<?> c)	Make an HTML description.
private java.lang.StringBuilder	makeDescription(java.util.Collection<Relation<?>> relations, DBIDRef id)	Make an HTML description.
void	processNewResult(java.lang.Object newResult)	Process a result.
private void	writeClusteringResult(javax.xml.stream.XMLStreamWriter xmlw, Clustering<Model> clustering, Database database)
private void	writeNewlineOnDebug(javax.xml.stream.XMLStreamWriter out)	Print a newline when debugging.
private void	writeOutlierResult(javax.xml.stream.XMLStreamWriter xmlw, OutlierResult outlierResult, Database database)

Methods inherited from class java.lang.Object

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

Field Detail

LOG

private static final Logging LOG

Logger class to use.

NUMSTYLES

private static final int NUMSTYLES

Number of styles to use (lower reduces rendering complexity a bit)

See Also:

Constant Field Values

filename

java.nio.file.Path filename

Output file name

scaling

OutlierScaling scaling

Scaling function

compat

private boolean compat

Compatibility mode.

autoopen

private boolean autoopen

Automatically open at the end

Constructor Detail

KMLOutputHandler

public KMLOutputHandler(java.nio.file.Path filename,
                        OutlierScaling scaling,
                        boolean compat,
                        boolean autoopen)

Constructor.

Parameters:

filename - Output filename

scaling - Scaling function

compat - Compatibility mode

autoopen - Automatically open

Method Detail

processNewResult

public void processNewResult(java.lang.Object newResult)

Description copied from interface: ResultProcessor

Process a result.

Specified by:

processNewResult in interface ResultProcessor

Parameters:

newResult - Newly added result subtree.

writeOutlierResult

private void writeOutlierResult(javax.xml.stream.XMLStreamWriter xmlw,
                                OutlierResult outlierResult,
                                Database database)
                         throws javax.xml.stream.XMLStreamException

Throws:

javax.xml.stream.XMLStreamException

writeClusteringResult

private void writeClusteringResult(javax.xml.stream.XMLStreamWriter xmlw,
                                   Clustering<Model> clustering,
                                   Database database)
                            throws javax.xml.stream.XMLStreamException

Throws:

javax.xml.stream.XMLStreamException

buildHullsRecursively

private DoubleObjPair<Polygon> buildHullsRecursively(Cluster<Model> clu,
                                                     Hierarchy<Cluster<Model>> hier,
                                                     java.util.Map<java.lang.Object,DoubleObjPair<Polygon>> hulls,
                                                     Relation<? extends NumberVector> coords)

Recursively step through the clusters to build the hulls.

Parameters:

clu - Current cluster

hier - Clustering hierarchy

hulls - Hull map

makeDescription

private java.lang.StringBuilder makeDescription(java.util.Collection<Relation<?>> relations,
                                                DBIDRef id)

Make an HTML description.

Parameters:

relations - Relations

id - Object ID

Returns:

Buffer

makeDescription

private java.lang.StringBuilder makeDescription(Cluster<?> c)

Make an HTML description.

Parameters:

c - Cluster

Returns:

Buffer

writeNewlineOnDebug

private void writeNewlineOnDebug(javax.xml.stream.XMLStreamWriter out)
                          throws javax.xml.stream.XMLStreamException

Print a newline when debugging.

Parameters:

out - Output XML stream

Throws:

javax.xml.stream.XMLStreamException

getColorForValue

public static final java.awt.Color getColorForValue(double val)

Get color from a simple heatmap.

Parameters:

val - Score value

Returns:

Color in heatmap