kieker.tools.opad.filter

Class AnomalyDetectionFilter

java.lang.Object

kieker.analysis.analysisComponent.AbstractAnalysisComponent

kieker.analysis.plugin.AbstractPlugin

kieker.analysis.plugin.filter.AbstractFilterPlugin

kieker.analysis.plugin.AbstractUpdateableFilterPlugin

kieker.tools.opad.filter.AnomalyDetectionFilter

All Implemented Interfaces:

IAnalysisComponent, IFilterPlugin, IPlugin

public class AnomalyDetectionFilter
extends AbstractUpdateableFilterPlugin

This filter separates input values by their reach of a certain threshold (parameter). It takes events of type StorableDetectionResult and channels them into two output ports, depending on whether the threshold was reached or not. This filter has configuration properties for the (critical) threshold. Although the configuration of the critical threshold is possible, the value is currently not used by the filter.

Since:

1.10

Author:

Tillmann Carlos Bielefeld, Thomas Duellmann, Tobias Rudolph

Nested Class Summary

Nested classes/interfaces inherited from interface kieker.analysis.plugin.IPlugin

IPlugin.PluginInputPortReference, IPlugin.STATE

Field Summary

Fields

Modifier and Type	Field and Description
static java.lang.String	CONFIG_PROPERTY_NAME_THRESHOLD Name of the property determining the threshold.
static java.lang.String	INPUT_PORT_ANOMALY_SCORE
static java.lang.String	OUTPUT_PORT_ALL Name of the output port that delivers all data independent of their anomaly .
static java.lang.String	OUTPUT_PORT_ANOMALY_SCORE_ELSE Name of the output port delivering the anomalyscore if it remains below the threshhold.
static java.lang.String	OUTPUT_PORT_ANOMALY_SCORE_IF_ANOMALY Name of the output port delivering the anomalyscore if it exceeds the threshhold.

Fields inherited from class kieker.analysis.analysisComponent.AbstractAnalysisComponent

CONFIG_NAME, configuration, log, LOG, projectContext, recordsTimeUnitFromProjectContext

Constructor Summary

Constructors

Constructor and Description
AnomalyDetectionFilter(Configuration configuration, IProjectContext projectContext) Creates a new instance of this class.

Method Summary

Methods

Modifier and Type	Method and Description
Configuration	getCurrentConfiguration() This method should deliver a Configuration object containing the current configuration of this instance.
void	inputForecastAndMeasurement(StorableDetectionResult anomalyScore)
void	setCurrentConfiguration(Configuration config, boolean update) Set current configuration.

Methods inherited from class kieker.analysis.plugin.AbstractUpdateableFilterPlugin

isPropertyUpdateable

Methods inherited from class kieker.analysis.plugin.filter.AbstractFilterPlugin

init, terminate

Methods inherited from class kieker.analysis.plugin.AbstractPlugin

areAllRepositoryPortsConnected, connect, connect, deliver, getAllDisplayNames, getAllInputPortNames, getAllOutputPortNames, getAllRepositoryPortNames, getConnectedPlugins, getCurrentRepositories, getDefaultConfiguration, getIncomingPlugins, getPluginDescription, getPluginName, getRepository, getState, isConnectionAllowed, notifyNewIncomingConnection, notifyNewOutgoingConnection, shutdown, start

Methods inherited from class kieker.analysis.analysisComponent.AbstractAnalysisComponent

getName

Methods inherited from class java.lang.Object

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

Methods inherited from interface kieker.analysis.plugin.IPlugin

connect, getAllDisplayNames, getAllInputPortNames, getAllOutputPortNames, getAllRepositoryPortNames, getConnectedPlugins, getCurrentRepositories, getName, getPluginDescription, getPluginName, getState

Field Detail

INPUT_PORT_ANOMALY_SCORE

public static final java.lang.String INPUT_PORT_ANOMALY_SCORE

See Also:

Constant Field Values

OUTPUT_PORT_ANOMALY_SCORE_IF_ANOMALY

public static final java.lang.String OUTPUT_PORT_ANOMALY_SCORE_IF_ANOMALY

Name of the output port delivering the anomalyscore if it exceeds the threshhold.

See Also:

Constant Field Values

OUTPUT_PORT_ANOMALY_SCORE_ELSE

public static final java.lang.String OUTPUT_PORT_ANOMALY_SCORE_ELSE

Name of the output port delivering the anomalyscore if it remains below the threshhold.

See Also:

Constant Field Values

OUTPUT_PORT_ALL

public static final java.lang.String OUTPUT_PORT_ALL

Name of the output port that delivers all data independent of their anomaly .

See Also:

Constant Field Values

CONFIG_PROPERTY_NAME_THRESHOLD

public static final java.lang.String CONFIG_PROPERTY_NAME_THRESHOLD

Name of the property determining the threshold.

See Also:

Constant Field Values

Constructor Detail

AnomalyDetectionFilter

public AnomalyDetectionFilter(Configuration configuration,
                      IProjectContext projectContext)

Creates a new instance of this class.

Parameters:

configuration - Configuration of this component

projectContext - ProjectContext of this component

Method Detail

getCurrentConfiguration

public Configuration getCurrentConfiguration()

Description copied from class: AbstractAnalysisComponent

This method should deliver a Configuration object containing the current configuration of this instance. In other words: The constructor should be able to use the given object to initialize a new instance of this class with the same intern properties.

Specified by:

getCurrentConfiguration in interface IAnalysisComponent

Specified by:

getCurrentConfiguration in interface IPlugin

Specified by:

getCurrentConfiguration in class AbstractAnalysisComponent

Returns:

A completely filled configuration object.

inputForecastAndMeasurement

public void inputForecastAndMeasurement(StorableDetectionResult anomalyScore)

setCurrentConfiguration

public void setCurrentConfiguration(Configuration config,
                           boolean update)

Description copied from class: AbstractUpdateableFilterPlugin

Set current configuration. Example implementation:

 // The following condition is true, if key exists in config object AND (update and isUpdateable is true OR update is false)
 if(!update || isPropertyUpdateable(CONFIG_PROPERTY_PROP_NAME)) {
    this.localProperty = config.getLongProperty(CONFIG_PROPERTY_PROP_NAME);
 }
 

Specified by:

setCurrentConfiguration in class AbstractUpdateableFilterPlugin

Parameters:

config - Configuration object that contains the configuration to be set.

update - If false, set all properties, else overwrite only properties that are marked as updateable