org.hkijena.jipipe.plugins.tables.nodes.statistics

Class DBSCANClusteringAlgorithm

java.lang.Object

org.hkijena.jipipe.api.parameters.AbstractJIPipeParameterCollection

org.hkijena.jipipe.api.nodes.JIPipeGraphNode

org.hkijena.jipipe.api.nodes.JIPipeAlgorithm

org.hkijena.jipipe.api.nodes.algorithm.JIPipeParameterSlotAlgorithm

org.hkijena.jipipe.api.nodes.algorithm.JIPipeSimpleIteratingAlgorithm

org.hkijena.jipipe.plugins.tables.nodes.statistics.DBSCANClusteringAlgorithm

All Implemented Interfaces:

JIPipeSlotConfiguration.SlotConfigurationChangedEventListener, JIPipeFunctionallyComparable, JIPipeIterationStepAlgorithm, JIPipeAdaptiveParametersAlgorithm, JIPipeParallelizedAlgorithm, JIPipeParameterCollection, JIPipeParameterCollection.ParameterChangedEventListener, JIPipeParameterCollection.ParameterStructureChangedEventListener, JIPipeParameterCollection.ParameterUIChangedEventListener, JIPipeValidatable

public class DBSCANClusteringAlgorithm
extends JIPipeSimpleIteratingAlgorithm

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	DBSCANClusteringAlgorithm.ClusteringSettings
static class	DBSCANClusteringAlgorithm.OutputSettings

Nested classes/interfaces inherited from class org.hkijena.jipipe.api.nodes.JIPipeGraphNode

JIPipeGraphNode.BaseDirectoryChangedEvent, JIPipeGraphNode.BaseDirectoryChangedEventEmitter, JIPipeGraphNode.BaseDirectoryChangedEventListener, JIPipeGraphNode.NodeSlotsChangedEvent, JIPipeGraphNode.NodeSlotsChangedEventEmitter, JIPipeGraphNode.NodeSlotsChangedEventListener, JIPipeGraphNode.Serializer

Nested classes/interfaces inherited from interface org.hkijena.jipipe.api.parameters.JIPipeParameterCollection

JIPipeParameterCollection.ParameterChangedEvent, JIPipeParameterCollection.ParameterChangedEventEmitter, JIPipeParameterCollection.ParameterChangedEventListener, JIPipeParameterCollection.ParameterStructureChangedEvent, JIPipeParameterCollection.ParameterStructureChangedEventEmitter, JIPipeParameterCollection.ParameterStructureChangedEventListener, JIPipeParameterCollection.ParameterUIChangedEvent, JIPipeParameterCollection.ParameterUIChangedEventEmitter, JIPipeParameterCollection.ParameterUIChangedEventListener

Field Summary

Fields inherited from class org.hkijena.jipipe.api.nodes.algorithm.JIPipeParameterSlotAlgorithm

SLOT_PARAMETERS

Constructor Summary

Constructors

Constructor and Description
DBSCANClusteringAlgorithm(DBSCANClusteringAlgorithm other)
DBSCANClusteringAlgorithm(JIPipeNodeInfo info)

Method Summary

Modifier and Type	Method and Description
static double	estimateEpsilon(List<IndexedDoublePoint> points)
static int	estimateMinPoints(List<IndexedDoublePoint> points)
DBSCANClusteringAlgorithm.ClusteringSettings	getClusteringSettings()
int	getEpsilon()
TableColumnSourceExpressionParameter.List	getInputColumns()
int	getMinNumPoints()
DBSCANClusteringAlgorithm.OutputSettings	getOutputSettings()
void	reportValidity(JIPipeValidationReportContext reportContext, JIPipeValidationReport report) Generates a validity report
protected void	runIteration(JIPipeSingleIterationStep iterationStep, JIPipeIterationContext iterationContext, JIPipeGraphNodeRunContext runContext, JIPipeProgressInfo progressInfo) Runs code on one data row
void	setEpsilon(int epsilon)
void	setInputColumns(TableColumnSourceExpressionParameter.List inputColumns)
void	setMinNumPoints(int minNumPoints)

Methods inherited from class org.hkijena.jipipe.api.nodes.algorithm.JIPipeSimpleIteratingAlgorithm

createUIInputSlotIconDescriptionMenuItems, generateDataBatchesGenerationResult, getAdaptiveParameterSettings, getDataBatchGenerationSettings, getGenerationSettingsInterface, getLocalParallelizationNumThreads, getParallelizationBatchSize, isAllowEmptyIterationStep, isParameterUIVisible, isParameterUIVisible, runParameterSet, runPassThrough, setLocalParallelizationNumThreads, supportsParallelization

Methods inherited from class org.hkijena.jipipe.api.nodes.algorithm.JIPipeParameterSlotAlgorithm

getDataInputSlotCount, getDataInputSlots, getFirstInputSlot, getNonParameterInputSlots, getParameterSlot, getParameterSlotAlgorithmSettings, getUIInputSlotIcon, getUIInputSlotIconBaseDimensions, onParameterChanged, run

Methods inherited from class org.hkijena.jipipe.api.nodes.JIPipeAlgorithm

canAutoPassThrough, canPassThrough, functionallyEquals, getDefaultCustomExpressionVariables, getRuntimePartition, isEnabled, isEnableDefaultCustomExpressionVariables, isPassThrough, isPostprocessor, isPreprocessor, isSkipped, loadExample, onDeserialized, runPassThrough, setEnabled, setPassThrough, setRuntimePartition, setSkipped

Methods inherited from class org.hkijena.jipipe.api.nodes.JIPipeGraphNode

archiveTo, canUserDelete, clearLocations, clearSlotData, copySlotConfiguration, duplicate, emitNodeSlotsChangedEvent, fromJson, getAliasIdInParentGraph, getBaseDirectory, getBaseDirectoryChangedEventEmitter, getCategory, getCompartmentDisplayName, getCompartmentUUIDInGraphAsString, getCompartmentUUIDInParentGraph, getCustomDescription, getCustomName, getDependencies, getDisplayName, getEnvironmentDependencies, getFirstOutputSlot, getInfo, getInputSlot, getInputSlotMap, getInputSlotOrder, getInputSlots, getInputSlotsWithRole, getInternalStoragePath, getLastInputSlot, getLastOutputSlot, getName, getNewScratch, getNodeSlotsChangedEventEmitter, getNodeUILocationPerViewModePerCompartment, getNodeUILocationWithin, getOpenInputSlots, getOutputSlot, getOutputSlotMap, getOutputSlots, getOutputSlotsWithRole, getParentGraph, getProject, getProjectCompartment, getProjectDataDirs, getProjectDirectory, getRuntimeProject, getScratchBaseDirectory, getSlotConfiguration, getStoragePath, getTextDescription, getUUIDInParentGraph, hasInputSlot, hasOutputSlot, isBookmarked, isUiLocked, isVisibleIn, onSlotConfigurationChanged, renderInputSlots, renderOutputSlots, setBaseDirectory, setBookmarked, setCustomDescription, setCustomName, setInfo, setInternalStoragePath, setNodeUILocationPerViewModePerCompartment, setNodeUILocationWithin, setNodeUILocationWithin, setParentGraph, setProjectDirectory, setRuntimeProject, setScratchBaseDirectory, setSlotConfiguration, setStoragePath, setUiLocked, toggleSlot, toJson, updateGraphNodeSlots

Methods inherited from class org.hkijena.jipipe.api.parameters.AbstractJIPipeParameterCollection

getParameterChangedEventEmitter, getParameterStructureChangedEventEmitter, getParameterUIChangedEventEmitter, onParameterStructureChanged, onParameterUIChanged, registerSubParameter, registerSubParameters

Methods inherited from class java.lang.Object

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

Methods inherited from interface org.hkijena.jipipe.api.nodes.iterationstep.JIPipeIterationStepAlgorithm

generateDataBatchesDryRun

Methods inherited from interface org.hkijena.jipipe.api.nodes.JIPipeAdaptiveParametersAlgorithm

installUIOverrideParameterEditor, installUIParameterOptions

Methods inherited from interface org.hkijena.jipipe.api.parameters.JIPipeParameterCollection

deserializeFromJsonNode, emitParameterChangedEvent, emitParameterStructureChangedEvent, emitParameterUIChangedEvent, getContextActions, getParameter, getParameterAccess, getParameterChangedEventEmitter, getParameterStructureChangedEventEmitter, getParameterUIChangedEventEmitter, serializeToJsonFile, serializeToJsonGenerator, serializeToJsonString, setParameter

Methods inherited from interface org.hkijena.jipipe.api.validation.JIPipeValidatable

generateValidityReport

Methods inherited from interface org.hkijena.jipipe.api.parameters.JIPipeParameterCollection.ParameterUIChangedEventListener

onParameterUIChanged

Methods inherited from interface org.hkijena.jipipe.api.parameters.JIPipeParameterCollection.ParameterStructureChangedEventListener

onParameterStructureChanged

Constructor Detail

DBSCANClusteringAlgorithm

public DBSCANClusteringAlgorithm(JIPipeNodeInfo info)

DBSCANClusteringAlgorithm

public DBSCANClusteringAlgorithm(DBSCANClusteringAlgorithm other)

Method Detail

estimateEpsilon

public static double estimateEpsilon(List<IndexedDoublePoint> points)

estimateMinPoints

public static int estimateMinPoints(List<IndexedDoublePoint> points)

runIteration

protected void runIteration(JIPipeSingleIterationStep iterationStep,
                            JIPipeIterationContext iterationContext,
                            JIPipeGraphNodeRunContext runContext,
                            JIPipeProgressInfo progressInfo)

Description copied from class: JIPipeSimpleIteratingAlgorithm

Runs code on one data row

Specified by:

runIteration in class JIPipeSimpleIteratingAlgorithm

Parameters:

iterationStep - The data interface

iterationContext - the iteration context

runContext - the run context

progressInfo - the progress info from the run

reportValidity

public void reportValidity(JIPipeValidationReportContext reportContext,
                           JIPipeValidationReport report)

Description copied from interface: JIPipeValidatable

Generates a validity report

Specified by:

reportValidity in interface JIPipeValidatable

Overrides:

reportValidity in class JIPipeSimpleIteratingAlgorithm

Parameters:

reportContext - the report context

report - the report to be added to

getOutputSettings

public DBSCANClusteringAlgorithm.OutputSettings getOutputSettings()

getClusteringSettings

public DBSCANClusteringAlgorithm.ClusteringSettings getClusteringSettings()

getEpsilon

public int getEpsilon()

setEpsilon

public void setEpsilon(int epsilon)

getMinNumPoints

public int getMinNumPoints()

setMinNumPoints

public void setMinNumPoints(int minNumPoints)

getInputColumns

public TableColumnSourceExpressionParameter.List getInputColumns()

setInputColumns

public void setInputColumns(TableColumnSourceExpressionParameter.List inputColumns)