com.rapidminer.gui.plotter
Class RadVizPlotter

java.lang.Object
  java.awt.Component
      java.awt.Container
          javax.swing.JComponent
              javax.swing.JPanel
                  com.rapidminer.gui.plotter.PlotterAdapter
                      com.rapidminer.gui.plotter.RadVizPlotter

All Implemented Interfaces:

Plotter, Renderable, Reportable, java.awt.image.ImageObserver, java.awt.MenuContainer, java.io.Serializable, javax.accessibility.Accessible

Direct Known Subclasses:

GridVizPlotter

public class RadVizPlotter
extends PlotterAdapter

A Radial coordinate Visualization, hence the name RadViz. The spring paradigm for displaying high-dimensional data has been quite successful. M lines radially eminate from the center of the circle and terminate at the perimeter in special special endpoints called dimensional anchors (DA). One end of a spring is attached to each DA. The other end of each spring is attached to a data point. The spring constant K_j has the value of the j-th coordinate of the data point. The data point values are typically locally normalized. Each data point is then displayed at the position that produces a spring force sum of 0. If all m coordinates have the same value the data point lies exactly in the center of the circle independently of the actual values. If the point is a unit vector point it lies exaclty at the fixed point on the edge of the circle, where the spring for that dimension is fixed. Many points can map to the same position. This mapping represents a non-linear transformation of the data that preserves certain symmetries.

Author:

Daniel Hakenjos, Ingo Mierswa

See Also:

Serialized Form

Nested Class Summary

Nested classes/interfaces inherited from class com.rapidminer.gui.plotter.PlotterAdapter

PlotterAdapter.EllipsoidPointStyle, PlotterAdapter.LineColorIcon, PlotterAdapter.LineStyle, PlotterAdapter.LineStyleIcon, PlotterAdapter.PointStyle, PlotterAdapter.RectanglePointStyle, PlotterAdapter.StarPointStyle, PlotterAdapter.TriangularPointStyle, PlotterAdapter.TurnedTriangularPointStyle

Nested classes/interfaces inherited from class javax.swing.JPanel

javax.swing.JPanel.AccessibleJPanel

Nested classes/interfaces inherited from class javax.swing.JComponent

javax.swing.JComponent.AccessibleJComponent

Nested classes/interfaces inherited from class java.awt.Container

java.awt.Container.AccessibleAWTContainer

Nested classes/interfaces inherited from class java.awt.Component

java.awt.Component.AccessibleAWTComponent, java.awt.Component.BaselineResizeBehavior, java.awt.Component.BltBufferStrategy, java.awt.Component.FlipBufferStrategy

Field Summary

protected double[]	anchorVectorX The vector directions of the axes of the rad viz.
protected double[]	anchorVectorY The vector directions of the axes of the rad viz.
protected int	colorColumn The column which should be used to colorize the data points.
protected int[]	columnMapping Maps the axes to the data table columns.
protected DataTable	dataTable The currently used data table.
protected javax.swing.JList	ignoreList The list of columns which should not be used as dimension anchors.
protected double	maxWeight The maximum column weight (if weights are available in data table).
protected java.util.List<PlotterPoint>	plotterPoints The list of all plotter points.
protected double	scale The scaling factor for point plotting, usually 1.

Fields inherited from class com.rapidminer.gui.plotter.PlotterAdapter

ELLIPSOID_POINT_STYLE, GRID_COLOR, KNOWN_POINT_STYLES, LABEL_FONT, LABEL_FONT_BOLD, LINE_COLORS, LINE_STROKES, LINE_STYLE_ICONS, LINE_STYLES, MARGIN, POINT_STYLES, POINTSIZE, RECTANGLE_POINT_STYLE, STAR_POINT_STYLE, TOOLTIP_COLOR, TRIANGUALAR_POINT_STYLE, TURNED_TRIANGUALAR_POINT_STYLE, WEIGHT_BORDER_WIDTH

Fields inherited from class javax.swing.JComponent

accessibleContext, listenerList, TOOL_TIP_TEXT_KEY, ui, UNDEFINED_CONDITION, WHEN_ANCESTOR_OF_FOCUSED_COMPONENT, WHEN_FOCUSED, WHEN_IN_FOCUSED_WINDOW

Fields inherited from class java.awt.Component

BOTTOM_ALIGNMENT, CENTER_ALIGNMENT, LEFT_ALIGNMENT, RIGHT_ALIGNMENT, TOP_ALIGNMENT

Fields inherited from interface com.rapidminer.gui.plotter.Plotter

MULTIPLE_SELECTION, NO_SELECTION, SINGLE_SELECTION

Fields inherited from interface java.awt.image.ImageObserver

ABORT, ALLBITS, ERROR, FRAMEBITS, HEIGHT, PROPERTIES, SOMEBITS, WIDTH

Constructor Summary

RadVizPlotter()
Creates a new RadViz plotter.

RadVizPlotter(DataTable dataTable)
Creates a new RadViz plotter from the given data table.

Method Summary

protected void	calculateAttributeVectors() Calculate the attribute vectors.
protected void	calculateSamplePoints() Calculates the sample points in the RadViz.
boolean	canHandleZooming() Returns false.
protected void	drawPoint(java.awt.Graphics2D g, PlotterPoint point, ColorProvider colorProvider, int midX, int midY, double radius) Draw a data point.
int	getInitialZoomFactor() Returns 1.
javax.swing.JComponent	getOptionsComponent(int index) Returns null.
boolean	getPlotColumn(int index) Returns false.
java.lang.String	getPlotName() Returns null.
PlotterCondition	getPlotterCondition() Returns a BasicPlotterCondition allowing for all DataTables.
void	paintComponent(java.awt.Graphics g) Invokes super method and sets correct color schemes.
protected void	paintPlotter(java.awt.Graphics graphics)
void	setDataTable(DataTable dataTable) Does nothing.
void	setPlotColumn(int index, boolean plot) Does nothing.
void	setZooming(int zooming) Does nothing.
protected boolean	shouldIgnoreColumn(int column)
protected boolean	shouldIgnoreColumn(java.lang.String column)

Methods inherited from class com.rapidminer.gui.plotter.PlotterAdapter

canHandleContinousJittering, canHandleJitter, dataTableUpdated, drawGenericNominalLegend, drawLegend, drawLegend, drawNumericalLegend, drawPoint, drawPoint, drawSimpleDateLegend, drawSimpleNumericalLegend, drawToolTip, drawWeightRectangle, finishRendering, forcePlotGeneration, getAdditionalParameterKeys, getAxis, getAxisName, getColorProvider, getIcon, getIdForPos, getMaxWeight, getNumberOfAxes, getNumberOfPlots, getNumericalTicSize, getParameterTypes, getPlotter, getPlotterName, getPointStyle, getPositionInDataSpace, getPreferredSize, getRenderHeight, getRenderWidth, getTicSize, getValuePlotSelectionType, getWeightColor, hasOptionsDialog, hasSaveImageButton, isProvidingCoordinates, isSaveable, isSupportingAbsoluteValues, isSupportingLogScale, isSupportingLogScaleForPlotColumns, isSupportingSorting, prepareRendering, render, save, setAbsolute, setAdditionalParameter, setAxis, setDragBounds, setDrawRange, setJitter, setKey, setLogScale, setLogScaleForPlotColumns, setMousePosInDataSpace, setParameter, setSorting, showOptionsDialog, stopUpdates

Methods inherited from class javax.swing.JPanel

getAccessibleContext, getUI, getUIClassID, paramString, setUI, updateUI

Methods inherited from class javax.swing.JComponent

addAncestorListener, addNotify, addVetoableChangeListener, computeVisibleRect, contains, createToolTip, disable, enable, firePropertyChange, firePropertyChange, firePropertyChange, fireVetoableChange, getActionForKeyStroke, getActionMap, getAlignmentX, getAlignmentY, getAncestorListeners, getAutoscrolls, getBaseline, getBaselineResizeBehavior, getBorder, getBounds, getClientProperty, getComponentGraphics, getComponentPopupMenu, getConditionForKeyStroke, getDebugGraphicsOptions, getDefaultLocale, getFontMetrics, getGraphics, getHeight, getInheritsPopupMenu, getInputMap, getInputMap, getInputVerifier, getInsets, getInsets, getListeners, getLocation, getMaximumSize, getMinimumSize, getNextFocusableComponent, getPopupLocation, getRegisteredKeyStrokes, getRootPane, getSize, getToolTipLocation, getToolTipText, getToolTipText, getTopLevelAncestor, getTransferHandler, getVerifyInputWhenFocusTarget, getVetoableChangeListeners, getVisibleRect, getWidth, getX, getY, grabFocus, isDoubleBuffered, isLightweightComponent, isManagingFocus, isOpaque, isOptimizedDrawingEnabled, isPaintingForPrint, isPaintingTile, isRequestFocusEnabled, isValidateRoot, paint, paintBorder, paintChildren, paintImmediately, paintImmediately, print, printAll, printBorder, printChildren, printComponent, processComponentKeyEvent, processKeyBinding, processKeyEvent, processMouseEvent, processMouseMotionEvent, putClientProperty, registerKeyboardAction, registerKeyboardAction, removeAncestorListener, removeNotify, removeVetoableChangeListener, repaint, repaint, requestDefaultFocus, requestFocus, requestFocus, requestFocusInWindow, requestFocusInWindow, resetKeyboardActions, reshape, revalidate, scrollRectToVisible, setActionMap, setAlignmentX, setAlignmentY, setAutoscrolls, setBackground, setBorder, setComponentPopupMenu, setDebugGraphicsOptions, setDefaultLocale, setDoubleBuffered, setEnabled, setFocusTraversalKeys, setFont, setForeground, setInheritsPopupMenu, setInputMap, setInputVerifier, setMaximumSize, setMinimumSize, setNextFocusableComponent, setOpaque, setPreferredSize, setRequestFocusEnabled, setToolTipText, setTransferHandler, setUI, setVerifyInputWhenFocusTarget, setVisible, unregisterKeyboardAction, update

Methods inherited from class java.awt.Container

add, add, add, add, add, addContainerListener, addImpl, addPropertyChangeListener, addPropertyChangeListener, applyComponentOrientation, areFocusTraversalKeysSet, countComponents, deliverEvent, doLayout, findComponentAt, findComponentAt, getComponent, getComponentAt, getComponentAt, getComponentCount, getComponents, getComponentZOrder, getContainerListeners, getFocusTraversalKeys, getFocusTraversalPolicy, getLayout, getMousePosition, insets, invalidate, isAncestorOf, isFocusCycleRoot, isFocusCycleRoot, isFocusTraversalPolicyProvider, isFocusTraversalPolicySet, layout, list, list, locate, minimumSize, paintComponents, preferredSize, printComponents, processContainerEvent, processEvent, remove, remove, removeAll, removeContainerListener, setComponentZOrder, setFocusCycleRoot, setFocusTraversalPolicy, setFocusTraversalPolicyProvider, setLayout, transferFocusBackward, transferFocusDownCycle, validate, validateTree

Methods inherited from class java.awt.Component

action, add, addComponentListener, addFocusListener, addHierarchyBoundsListener, addHierarchyListener, addInputMethodListener, addKeyListener, addMouseListener, addMouseMotionListener, addMouseWheelListener, bounds, checkImage, checkImage, coalesceEvents, contains, createImage, createImage, createVolatileImage, createVolatileImage, disableEvents, dispatchEvent, enable, enableEvents, enableInputMethods, firePropertyChange, firePropertyChange, firePropertyChange, firePropertyChange, firePropertyChange, firePropertyChange, getBackground, getBounds, getColorModel, getComponentListeners, getComponentOrientation, getCursor, getDropTarget, getFocusCycleRootAncestor, getFocusListeners, getFocusTraversalKeysEnabled, getFont, getForeground, getGraphicsConfiguration, getHierarchyBoundsListeners, getHierarchyListeners, getIgnoreRepaint, getInputContext, getInputMethodListeners, getInputMethodRequests, getKeyListeners, getLocale, getLocation, getLocationOnScreen, getMouseListeners, getMouseMotionListeners, getMousePosition, getMouseWheelListeners, getName, getParent, getPeer, getPropertyChangeListeners, getPropertyChangeListeners, getSize, getToolkit, getTreeLock, gotFocus, handleEvent, hasFocus, hide, imageUpdate, inside, isBackgroundSet, isCursorSet, isDisplayable, isEnabled, isFocusable, isFocusOwner, isFocusTraversable, isFontSet, isForegroundSet, isLightweight, isMaximumSizeSet, isMinimumSizeSet, isPreferredSizeSet, isShowing, isValid, isVisible, keyDown, keyUp, list, list, list, location, lostFocus, mouseDown, mouseDrag, mouseEnter, mouseExit, mouseMove, mouseUp, move, nextFocus, paintAll, postEvent, prepareImage, prepareImage, processComponentEvent, processFocusEvent, processHierarchyBoundsEvent, processHierarchyEvent, processInputMethodEvent, processMouseWheelEvent, remove, removeComponentListener, removeFocusListener, removeHierarchyBoundsListener, removeHierarchyListener, removeInputMethodListener, removeKeyListener, removeMouseListener, removeMouseMotionListener, removeMouseWheelListener, removePropertyChangeListener, removePropertyChangeListener, repaint, repaint, repaint, resize, resize, setBounds, setBounds, setComponentOrientation, setCursor, setDropTarget, setFocusable, setFocusTraversalKeysEnabled, setIgnoreRepaint, setLocale, setLocation, setLocation, setName, setSize, setSize, show, show, size, toString, transferFocus, transferFocusUpCycle

Methods inherited from class java.lang.Object

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

Methods inherited from interface com.rapidminer.gui.plotter.Plotter

addMouseListener, addMouseMotionListener

Field Detail

plotterPoints

protected java.util.List<PlotterPoint> plotterPoints

The list of all plotter points.

dataTable

protected transient DataTable dataTable

The currently used data table.

columnMapping

protected int[] columnMapping

Maps the axes to the data table columns.

maxWeight

protected double maxWeight

The maximum column weight (if weights are available in data table).

anchorVectorX

protected double[] anchorVectorX

The vector directions of the axes of the rad viz.

anchorVectorY

protected double[] anchorVectorY

The vector directions of the axes of the rad viz.

colorColumn

protected int colorColumn

The column which should be used to colorize the data points.

ignoreList

protected javax.swing.JList ignoreList

The list of columns which should not be used as dimension anchors.

scale

protected double scale

The scaling factor for point plotting, usually 1.

Constructor Detail

RadVizPlotter

public RadVizPlotter()

Creates a new RadViz plotter.

RadVizPlotter

public RadVizPlotter(DataTable dataTable)

Creates a new RadViz plotter from the given data table.

Method Detail

getPlotterCondition

public PlotterCondition getPlotterCondition()

Description copied from class: PlotterAdapter

Returns a BasicPlotterCondition allowing for all DataTables. Subclasses should override this method in order to indicate that they might not be able to handle certain data tables.

Specified by:

getPlotterCondition in interface Plotter

Overrides:

getPlotterCondition in class PlotterAdapter

setDataTable

public void setDataTable(DataTable dataTable)

Description copied from class: PlotterAdapter

Does nothing.

Specified by:

setDataTable in interface Plotter

Overrides:

setDataTable in class PlotterAdapter

setPlotColumn

public void setPlotColumn(int index,
                          boolean plot)

Description copied from class: PlotterAdapter

Does nothing. Subclasses should override this method if they want to allow plot column selection. In this case, the method PlotterAdapter.getPlotColumn(int) should also be overriden.

Specified by:

setPlotColumn in interface Plotter

Overrides:

setPlotColumn in class PlotterAdapter

getPlotColumn

public boolean getPlotColumn(int index)

Description copied from class: PlotterAdapter

Returns false. Subclasses should override this method and return true for the columns which should be plotted.

Specified by:

getPlotColumn in interface Plotter

Overrides:

getPlotColumn in class PlotterAdapter

getPlotName

public java.lang.String getPlotName()

Description copied from class: PlotterAdapter

Returns null. Subclasses might return another name more fitting the plot selection box or list.

Specified by:

getPlotName in interface Plotter

Overrides:

getPlotName in class PlotterAdapter

getOptionsComponent

public javax.swing.JComponent getOptionsComponent(int index)

Description copied from class: PlotterAdapter

Returns null. Subclasses might override this method in order to provide additional option components.

Specified by:

getOptionsComponent in interface Plotter

Overrides:

getOptionsComponent in class PlotterAdapter

canHandleZooming

public boolean canHandleZooming()

Description copied from class: PlotterAdapter

Returns false. Subclasses should overwrite this method if they want to allow zooming. Subclasses overriding this method should also override PlotterAdapter.setZooming(int).

Specified by:

canHandleZooming in interface Plotter

Overrides:

canHandleZooming in class PlotterAdapter

setZooming

public void setZooming(int zooming)

Description copied from class: PlotterAdapter

Does nothing. Subclasses should overwrite this method if they want to allow zooming. Subclasses overriding this method should also override PlotterAdapter.canHandleZooming().

Specified by:

setZooming in interface Plotter

Overrides:

setZooming in class PlotterAdapter

getInitialZoomFactor

public int getInitialZoomFactor()

Description copied from class: PlotterAdapter

Returns 1. Subclasses might want to deliver another initial zoom factor between 1 and 100.

Specified by:

getInitialZoomFactor in interface Plotter

Overrides:

getInitialZoomFactor in class PlotterAdapter

shouldIgnoreColumn

protected boolean shouldIgnoreColumn(int column)

shouldIgnoreColumn

protected boolean shouldIgnoreColumn(java.lang.String column)

calculateSamplePoints

protected void calculateSamplePoints()

Calculates the sample points in the RadViz.

calculateAttributeVectors

protected void calculateAttributeVectors()

Calculate the attribute vectors.

paintComponent

public void paintComponent(java.awt.Graphics g)

Description copied from class: PlotterAdapter

Invokes super method and sets correct color schemes. Should be overwritten by children, but invokation of this super method must still be performed in order to get correct color schemes.

Overrides:

paintComponent in class PlotterAdapter

paintPlotter

protected void paintPlotter(java.awt.Graphics graphics)

drawPoint

protected void drawPoint(java.awt.Graphics2D g,
                         PlotterPoint point,
                         ColorProvider colorProvider,
                         int midX,
                         int midY,
                         double radius)

Draw a data point.