update currentview to ArrayList

src/mustic/gui/MainFrame.java

@@ -2163,10 +2163,12 @@ public class MainFrame extends JFrame {
 	 */
 	protected void createConstraints() {
 		 try {
-				ConstraintsSelectionDialog dialog = new ConstraintsSelectionDialog(this.currentImageSession.getRawImage());
+				ConstraintsSelectionDialog dialog = new ConstraintsSelectionDialog(
+						this.currentImageSession.getRawImage(), null);
 				MainFrame.getInstance().getDesktop().addFrame(dialog);
 			} catch (Exception ex) {
-				JOptionPane.showMessageDialog(this, Messages.getString("MainFrame.128"), Messages.getString("MainFrame.129"), //$NON-NLS-1$ //$NON-NLS-2$
+				JOptionPane.showMessageDialog(this, Messages.getString("MainFrame.128"),
+						Messages.getString("MainFrame.129"), //$NON-NLS-1$ //$NON-NLS-2$
 				                              JOptionPane.WARNING_MESSAGE);
 			}
 	}

src/mustic/gui/dialog/classifier/messages_en.properties

@@ -49,8 +49,18 @@ ConstraintsSelectionDialog.35=New class
 ConstraintsSelectionDialog.36=class
 ConstraintsSelectionDialog.50=OK
 ConstraintsSelectionDialog.51=Import
+ConstraintsSelectionDialog.510=The file was successfully imported.
+ConstraintsSelectionDialog.511=Import
 ConstraintsSelectionDialog.52=Export
+ConstraintsSelectionDialog.520=From which source do you want to link the exported index ?
+ConstraintsSelectionDialog.521=Image
+ConstraintsSelectionDialog.522=Data
+ConstraintsSelectionDialog.523=Select source
+ConstraintsSelectionDialog.524=From which source are these constraints linked ?
+ConstraintsSelectionDialog.525=Constraints were successfully exported.
+ConstraintsSelectionDialog.526=Export
 ConstraintsSelectionDialog.53=Unknown file format for import
 ConstraintsSelectionDialog.54=Error
+ConstraintsSelectionDialog.55=Cancel
 ConstraintsSelectionDialog.7=Image
 ConstraintsSelectionDialog.8=Constraint selection

src/mustic/gui/dialog/classifier/messages_fr.properties

@@ -49,8 +49,18 @@ ConstraintsSelectionDialog.35=Nouvelle classe
 ConstraintsSelectionDialog.36=classe
 ConstraintsSelectionDialog.50=OK
 ConstraintsSelectionDialog.51=Importer
+ConstraintsSelectionDialog.510=Le fichier a t import avec succs
+ConstraintsSelectionDialog.511=Import
 ConstraintsSelectionDialog.52=Exporter
+ConstraintsSelectionDialog.520=A quelle source voulez vous associer les indexes des contraintes ?
+ConstraintsSelectionDialog.521=Image
+ConstraintsSelectionDialog.522=Data
+ConstraintsSelectionDialog.523=Slectionner source
+ConstraintsSelectionDialog.524=A quelle source voulez vous associer les indexes des contraintes ?
+ConstraintsSelectionDialog.525=Les contraintes ont t exportes avec succs.
+ConstraintsSelectionDialog.526=Export
 ConstraintsSelectionDialog.53=Format de fichier inconnu lors de l'import
 ConstraintsSelectionDialog.54=Erreur
+ConstraintsSelectionDialog.55=Annuler
 ConstraintsSelectionDialog.7=Image
 ConstraintsSelectionDialog.8=Slection des contraintes

src/mustic/gui/panels/data/DataPanel.java

@@ -14,11 +14,14 @@ import javax.swing.BorderFactory;
 import javax.swing.ImageIcon;
 import javax.swing.JButton;
 import javax.swing.JLabel;
+import javax.swing.JOptionPane;
 import javax.swing.JPanel;
 import javax.swing.JScrollPane;
 import javax.swing.JTable;
 import javax.swing.JTextArea;
 import javax.swing.ListSelectionModel;
+import javax.swing.event.ChangeEvent;
+import javax.swing.event.ChangeListener;
 import javax.swing.event.ListSelectionEvent;
 import javax.swing.event.ListSelectionListener;
 
@@ -26,6 +29,9 @@ import jcl.data.Data;
 import jcl.utils.Histogram;
 import mustic.gui.ClassificationFrame;
 import mustic.gui.MainFrame;
+import mustic.gui.dialog.classifier.ConstraintsSelectionDialog;
+import mustic.io.ImageData;
+import mustic.io.RawImage;
 import mustic.models.gui.dialogs.FilterDataDialog;
 import mustic.models.gui.panels.DataViewPanel;
 import mustic.models.gui.panels.ScatterPlotPanel;
@@ -56,60 +62,63 @@ import org.jfree.ui.RefineryUtilities;
  * @author Germain Forestier
  * @see Data
  */
-public class DataPanel extends JPanel {
+public class DataPanel extends JPanel implements ChangeListener {
 
 	/** Necessaire */
-	private static final long serialVersionUID = 1L;
+	private static final long 		serialVersionUID 		= 1L;
 
-	JFreeChart attrChart = null;
+	JFreeChart 						attrChart 				= null;
 
 	/** Pour mettre a jour le chart */
-	ChartPanel attrChartPanel = null;
+	ChartPanel 						attrChartPanel 			= null;
 	/** Affichage dynamique selon la selection dans la table */
-	JLabel attrNameLabel = null;
+	JLabel 							attrNameLabel 			= null;
 
 	/** Table des attributs */
-	JTable attrTable = null;
+	JTable 							attrTable 				= null;
 
-	JLabel attrTypeLabel = null;
+	JLabel 							attrTypeLabel 			= null;
 
 	/** Affichage des classes du resultat connu s'il existe */
-	JPanel classesPanel = null;
+	JPanel 							classesPanel 			= null;
 
 	/** Table des classes */
-	JTable classesTable = null;
+	JTable 							classesTable 			= null;
 
 	/** Reference vers les donnees */
-	Data data = null;
+	Data 							data 					= null;
 
-	JButton deleteAttributeButton = new JButton("Delete Attribute");
+	JButton 						deleteAttributeButton 	= new JButton("Delete Attribute");
 
-	JButton doOp = new JButton("doOp");
+	JButton 						doOp 					= new JButton("doOp");
 
-	JButton filterButton = new JButton("Filter Attributes");
+	JButton 						filterButton 			= new JButton("Filter Attributes");
 
-	JLabel nbattrLabel = null;
+	JLabel 							nbattrLabel 			= null;
 
-	JLabel nbobjLabel = null;
+	JLabel 							nbobjLabel 				= null;
 
 	/** Affichage dynamique en cas de suppression d'un attr/objet */
-	JLabel relationLabel = null;
+	JLabel 							relationLabel 			= null;
 
 	/** Table des statistiques */
-	JTable statsTable = null;
+	JTable 							statsTable 				= null;
 
-	JButton viewCommentsButton = new JButton("View Comments");
+	JButton 						viewCommentsButton 		= new JButton("View Comments");
 
-	JButton viewDataButton = new JButton("View Data (text)");
+	JButton 						viewDataButton 			= new JButton("View Data (text)");
 
 	/** Boutons de choix */
-	JButton visualizeDataButton = new JButton("Visualize Data (chart)");
+	JButton 						visualizeDataButton 	= new JButton("Visualize Data (chart)");
 	
 	/** Button to classify the Data */
-	JButton classifyButton = new JButton("Classify");
+	JButton 						classifyButton 			= new JButton("Classify");
+	
+	/** Button to classify the Data */
+	JButton 						constraintButton 		= new JButton(Messages.getString("DataPanel.01"));
 	
 	/** La liste des onglets */
-	public TabbedPanel tabbedPane = new TabbedPanel();
+	public TabbedPanel				tabbedPane 				= new TabbedPanel();
 
 	/**
 	 * <p>
@@ -296,6 +305,7 @@ public class DataPanel extends JPanel {
 		buttonPanel.add(this.viewCommentsButton);
 		buttonPanel.add(this.filterButton);
 		buttonPanel.add(this.classifyButton);
+		buttonPanel.add(this.constraintButton);
 		// buttonPanel.add(doOp);
 		
 		container.add(buttonPanel, BorderLayout.SOUTH);
@@ -417,6 +427,25 @@ public class DataPanel extends JPanel {
 				}
 			}
 		});
+		
+		this.constraintButton.addActionListener(new ActionListener() {
+			@Override
+			public void actionPerformed(ActionEvent e) {
+				try {
+					RawImage img = null;
+					if(data instanceof ImageData) {
+						img = ((ImageData)data).getRawImages().get(0);
+					}
+					ConstraintsSelectionDialog dialog = new ConstraintsSelectionDialog(img, data);
+					MainFrame.getInstance().getDesktop().addFrame(dialog);
+					
+				} catch (Exception ex) {
+					JOptionPane.showMessageDialog(tabbedPane, Messages.getString("ConstraintsSelectionDialog.53"),
+							Messages.getString("ConstraintsSelectionDialog.54"), JOptionPane.ERROR_MESSAGE);
+					ex.printStackTrace();
+				}
+			}
+		});
 	}
 
 	/**
@@ -569,4 +598,13 @@ public class DataPanel extends JPanel {
 
 		this.statsTable.setModel(new ClarffxTableModel(init, initName));
 	}
+
+	@Override
+	public void stateChanged(ChangeEvent e) {
+		if(e.getSource() instanceof ConstraintsSelectionDialog) {
+			this.data.updateAndSetConstraintsToSample(
+					((ConstraintsSelectionDialog) e.getSource()).getConstraints());
+		}
+		
+	}
 }

src/mustic/gui/panels/data/components/SamplingSelectionPanel.java

@@ -15,6 +15,7 @@ import javax.swing.JRadioButton;
 import javax.swing.JTextField;
 import javax.swing.text.PlainDocument;
 
+import jcl.data.sampling.Sampler;
 import mustic.gui.panels.data.DataConstructPanel;
 import mustic.gui.panels.data.Messages;
 import mustic.utils.documentFilter.DoubleDocumentFilter;
@@ -42,9 +43,12 @@ public class SamplingSelectionPanel extends JPanel implements ToUpdateObject {
 	
 	/** all components related to the sampling mode used */
 	private ButtonGroup			sampleModeSelection		= new ButtonGroup();
-	
+
 	private JRadioButton 		intervalRadioButton		= new JRadioButton(
 			Messages.getString("sampling.01"), true);
+	
+	private JRadioButton 		randomRadioButton		= new JRadioButton(
+			Messages.getString("sampling.02"), true);
 	/*   */
 	
 	/** all components related to the parmaters used */	
@@ -81,14 +85,34 @@ public class SamplingSelectionPanel extends JPanel implements ToUpdateObject {
 		typePanel.setLayout(new BoxLayout(typePanel, BoxLayout.Y_AXIS));
 		
 		JPanel currentPanel = new JPanel();
-		currentPanel.setLayout(new FlowLayout(FlowLayout.LEFT));		
+		currentPanel.setLayout(new FlowLayout(FlowLayout.LEFT));	
+		intervalRadioButton.addActionListener(new ActionListener() {
+			@Override
+			public void actionPerformed(ActionEvent e) {
+				if(SamplingSelectionPanel.this.fatherContainer.getSample() != null) {
+					SamplingSelectionPanel.this.fatherContainer.getSample()
+					.setSamplingMethod(Sampler.INTERVAL_METHOD_TYPE);
+				}
+			}
+		});	
 		currentPanel.add(intervalRadioButton);
+		randomRadioButton.addActionListener(new ActionListener() {
+			@Override
+			public void actionPerformed(ActionEvent e) {
+				if(SamplingSelectionPanel.this.fatherContainer.getSample() != null) {
+					SamplingSelectionPanel.this.fatherContainer.getSample()
+					.setSamplingMethod(Sampler.RANDOM_METHOD_TYPE);
+				}
+			}
+		});
+		currentPanel.add(randomRadioButton);
 
 		typePanel.add(currentPanel);
 		this.add(typePanel);
 		
 		sampleModeSelection.add(intervalRadioButton);
-		
+		sampleModeSelection.add(randomRadioButton);
+		intervalRadioButton.setSelected(true);
 		
 		this.add(buildParameters());
 

src/mustic/gui/panels/data/messages_en.properties

@@ -4,10 +4,12 @@ DataConstruct.02=Sampling
 DataConstruct.03=Generate 
 DataConstruct.04=Cancel
 DataConstruct.10=other ...
+DataPanel.01=Add/view constraints
 source.00=MultiDate
 source.01=MonoDate
 source.02=Files
 sampling.01=Per intervals
+sampling.02=Random
 sampling.20=Parameters 
 sampling.21=By count
 sampling.22=By percentage
\ No newline at end of file

src/mustic/gui/panels/data/messages_fr.properties

@@ -4,10 +4,12 @@ DataConstruct.02=Echantillonnage
 DataConstruct.03=Générer 
 DataConstruct.04=Annuler
 DataConstruct.10=autre ...
+DataPanel.01=Ajouter/voir les contraintes
 source.00=Multi-dates
 source.01=Mono-date
 source.02=Fichiers
 sampling.01=par intervalles
+sampling.02=aléatoire
 sampling.20=Paramètres 
 sampling.21=Par taille
 sampling.22=Par pourcentage
\ No newline at end of file

src/mustic/io/ImageData.java

 package mustic.io;
 
 import java.io.Serializable;
+import java.util.ArrayList;
+import java.util.List;
 import java.util.Vector;
 
 import jcl.data.DataObject;
@@ -99,7 +101,7 @@ public class ImageData extends SimpleData implements Serializable {
 		 * To do ... this.dataObjects = ...
 		 */
 
-		this.currentView = new DataObject[nbPixels];
+		this.currentView = new ArrayList<DataObject>(nbPixels);
 		// Pierre
 
 		if (MainFrame.DEBUG_MODE == true)
@@ -114,12 +116,12 @@ public class ImageData extends SimpleData implements Serializable {
 
 				// creates the object
 				if (!image.isMasked(x, y)) {
-					this.currentView[current] = new DataObject(image.getNbSelectedBands());
+					this.currentView.add(new DataObject(image.getNbSelectedBands()));
 
 					// fill the attributes
 					for (int i = 0; i < image.getNbBands()/* buffer.length */; i++) {
 
-						this.currentView[current].setAttribute(i, new AttributeNumerical(image.getPixel(x, y, i)));/*
+						this.currentView.get(current).setAttribute(i, new AttributeNumerical(image.getPixel(x, y, i)));/*
 																													 * buffer
 																													 * [
 																													 * i
@@ -185,7 +187,7 @@ public class ImageData extends SimpleData implements Serializable {
 		int size = ww * hh;
 
 		this.setLocked(new boolean[size]);
-		this.currentView = new DataObject[size];
+		this.currentView = new ArrayList<DataObject>(size);
 
 		for (int current = 0; current < size;) {
 			int x = (int) (Math.random() * image.getWidth());
@@ -199,11 +201,11 @@ public class ImageData extends SimpleData implements Serializable {
 					for (int y2 = 0; y2 < buffer[0][x2].length; y2++) {
 
 						// creates the object
-						this.currentView[current] = new DataObject(image.getNbSelectedBands());
+						this.currentView.add(new DataObject(image.getNbSelectedBands()));
 
 						// fill the attributes
 						for (int i = 0; i < buffer.length; i++) {
-							this.currentView[current].setAttribute(i, new AttributeNumerical(buffer[i][x2][y2]));
+							this.currentView.get(current).setAttribute(i, new AttributeNumerical(buffer[i][x2][y2]));
 						}
 
 						// unlock the pixel
@@ -409,7 +411,7 @@ public class ImageData extends SimpleData implements Serializable {
 	 */
 	public DataObject getPixel(int index) {
 		// testing params
-		if (index >= this.currentView.length) {
+		if (index >= this.currentView.size()) {
 			PiLLiTools.error("Invalid pixel index to return", "data/ImageData.java", "getPixel(int)");
 			return null;
 		}
@@ -449,12 +451,12 @@ public class ImageData extends SimpleData implements Serializable {
 	 */
 	public void setPixel(int index, DataObject val) {
 		// testing params
-		if (index >= this.currentView.length) {
+		if (index >= this.currentView.size()) {
 			PiLLiTools.error("Invalid pixel index to modify", "data/ImageData.java", "setPixel");
 			return;
 		}
 
-		this.currentView[index] = val;
+		this.currentView.set(index, val);
 	}
 
 	public void setResolution(double resolution) {
@@ -476,13 +478,14 @@ public class ImageData extends SimpleData implements Serializable {
 	@Override
 	public String toString() {
 		String str = "";
-		str += " width  =  " + this.dimensions[0] + "   height = " + this.dimensions[1] + "    nbBands = " + this.currentView[0].getNbAttributes()
-		        + "\n";
+		str += " width  =  " + this.dimensions[0] + "   height = " + this.dimensions[1] +
+				"    nbBands = " + this.currentView.get(0).getNbAttributes() +
+		        "\n";
 
 		str += " nombre de valeur : " + this.getNbObjects() + "\n";
 
-		for (int i = 0; i < this.currentView[0].getNbAttributes(); i++) {
-			str += this.currentView[i] + "\n";
+		for (int i = 0; i < this.currentView.get(0).getNbAttributes(); i++) {
+			str += this.currentView.get(i) + "\n";
 		}
 		return str;
 	}

src/mustic/io/ImageMultiDimSequenceData.java

@@ -101,7 +101,7 @@ public class ImageMultiDimSequenceData extends SimpleData implements Serializabl
 		 */
 
 		this.setLocked(new boolean[nbPixels]);
-		this.currentView = new DataObject[nbPixels];
+		this.currentView = new ArrayList<DataObject>(nbPixels);
 		this.indexInImage = new long[nbPixels];
 
 		int xdim = seqImages[0].getWidth(), ydim = seqImages[0].getHeight();
@@ -160,7 +160,7 @@ public class ImageMultiDimSequenceData extends SimpleData implements Serializabl
 		for (Integer key : values.keySet()) {
 			ArrayList<Double[]> seq = values.remove(key);
 			// every data object has one attribute : a sequence
-			this.currentView[globalIter] = new DataObject(1);
+			this.currentView.add(new DataObject(1));
 			this.indexInImage[globalIter] = key;
 			lengthHisto[seq.size()]++;
 			// we create a tuple array for storing a tuple sequence
@@ -170,7 +170,7 @@ public class ImageMultiDimSequenceData extends SimpleData implements Serializabl
 					tArray[l][k] = seq.get(l)[k];
 				}
 			}
-			this.currentView[globalIter].setAttribute(0,
+			this.currentView.get(globalIter).setAttribute(0,
 					new AttributeMultiDimSequence(tArray));
 			this.setLocked(globalIter, false);
 			globalIter++;
@@ -210,7 +210,7 @@ public class ImageMultiDimSequenceData extends SimpleData implements Serializabl
 		 */
 
 		this.setLocked(new boolean[nbPixels]);
-		this.currentView = new DataObject[nbPixels];
+		this.currentView = new ArrayList<DataObject>(nbPixels);
 		this.indexInImage = new long[nbPixels];
 
 		int xdim = seqImages[0].getWidth(), ydim = seqImages[0].getHeight();
@@ -265,7 +265,7 @@ public class ImageMultiDimSequenceData extends SimpleData implements Serializabl
 		for (Integer key : values.keySet()) {
 			Double[] seq = values.remove(key);
 			// every data object has one attribute : a sequence
-			this.currentView[globalIter] = new DataObject(1);
+			this.currentView.add(new DataObject(1));
 			this.indexInImage[globalIter] = key;
 
 			// we create a tuple array for storing a tuple sequence
@@ -275,7 +275,7 @@ public class ImageMultiDimSequenceData extends SimpleData implements Serializabl
 					tArray[l][k] = seq[l * nbBands + k];
 				}
 			}
-			this.currentView[globalIter].setAttribute(0,
+			this.currentView.get(globalIter).setAttribute(0,
 					new AttributeMultiDimSequence(tArray));
 			this.setLocked(globalIter, false);
 			globalIter++;
@@ -317,7 +317,7 @@ public class ImageMultiDimSequenceData extends SimpleData implements Serializabl
 		 */
 
 		this.setLocked(new boolean[nbPixels]);
-		this.currentView = new DataObject[nbPixels];
+		this.currentView = new ArrayList<DataObject>(nbPixels);
 
 		/*
 		 * les indices représentent, de gauche à droite : - le numero de l'image
@@ -343,7 +343,7 @@ public class ImageMultiDimSequenceData extends SimpleData implements Serializabl
 				/* creates the objects */
 				if (!seqImages[0].isMasked(x, y)) {
 					// every data object has one attribute : a sequence
-					this.currentView[y * xdim + x] = new DataObject(1);
+					this.currentView.add(new DataObject(1));
 
 					// we create a tuple array for storing a tuple sequence
 					double[][] tArray = new double[seqImages.length][nbBands];
@@ -359,7 +359,7 @@ public class ImageMultiDimSequenceData extends SimpleData implements Serializabl
 						}
 					}
 					tArray = Arrays.copyOf(tArray, iter);
-					this.currentView[y * xdim + x].setAttribute(0,
+					this.currentView.get(y * xdim + x).setAttribute(0,
 							new AttributeMultiDimSequence(tArray));
 
 				}
@@ -412,7 +412,7 @@ public class ImageMultiDimSequenceData extends SimpleData implements Serializabl
 		 */
 
 		this.setLocked(new boolean[nbPixels]);
-		this.currentView = new DataObject[nbPixels];
+		this.currentView = new ArrayList<DataObject>(nbPixels);
 
 		/*
 		 * les indices représentent, de gauche à droite : - le numero de l'image
@@ -450,8 +450,8 @@ public class ImageMultiDimSequenceData extends SimpleData implements Serializabl
 				/* creates the objects */
 				if (!seqImages[0].isMasked(x, y)) {
 					// every data object has one attribute : a sequence
-					currentView[indexCourant] = new DataObject(1);
-					currentView[indexCourant].setAttribute(
+					currentView.add(new DataObject(1));
+					currentView.get(indexCourant).setAttribute(
 							0,
 							new AttributeMultiDimSequence(Arrays.copyOf(
 									buffer[y][x], buffer[y][x].length)));

src/mustic/io/PelicanImageData.java

 package mustic.io;
 
+import java.util.ArrayList;
+
 import image.*;
-import jcl.data.Data;
 import jcl.data.DataObject;
 import jcl.data.SimpleData;
 import jcl.data.attribute.AttributeNumerical;
@@ -50,15 +51,15 @@ public class PelicanImageData extends SimpleData {
 		this.setAttributesNames(names);
 
 		// instanciation de data avec les données de l'image
-		this.currentView = new DataObject[pelicanImage.getXDim()
-				* pelicanImage.getYDim()];
+		this.currentView = new ArrayList<DataObject>(pelicanImage.getXDim()
+				* pelicanImage.getYDim());
 
 		int current = 0;
 		for (int y = 0; y < pelicanImage.getYDim(); y++) {
 			for (int x = 0; x < pelicanImage.getXDim(); x++) {
 
-				this.currentView[current] = new DataObject(
-						pelicanImage.getBDim());
+				this.currentView.add(new DataObject(
+						pelicanImage.getBDim()));
 				for (int b = 0; b < pelicanImage.getBDim(); b++) {
 					double d = 0.0;
 					if (pelicanImage instanceof IntegerImage)
@@ -66,7 +67,7 @@ public class PelicanImageData extends SimpleData {
 					else
 						// (pelicanImage instanceof DoubleImage)
 						d = pelicanImage.getPixelXYBDouble(x, y, b);
-					this.currentView[current].setAttribute(b,
+					this.currentView.get(current).setAttribute(b,
 							new AttributeNumerical(d));
 				}
 				current++;

src/mustic/models/gui/charts/CentroidsChart.java

@@ -3,6 +3,7 @@ package mustic.models.gui.charts;
 import java.awt.BorderLayout;
 import java.awt.Dimension;
 import java.awt.Rectangle;
+import java.util.List;
 
 import javax.swing.JPanel;
 
@@ -44,7 +45,7 @@ public class CentroidsChart extends JPanel {
 
 	private JFreeChart chart = null;
 
-	private DataObject[] data = null;
+	private List<DataObject> data = null;
 
 	private int indexBande1, indexBande2, type;
 
@@ -200,11 +201,11 @@ public class CentroidsChart extends JPanel {
 	 */
 	private CategoryDataset createDataset() {
 		DefaultCategoryDataset dataSet = new DefaultCategoryDataset();
-		for (int i = 0; i < this.data.length; i++)
-			if ((this.result.getCluster(i).isVisible()) && this.data[i] != null)
-				for (int j = 0; j < this.data[i].getNbAttributes(); j++) {
+		for (int i = 0; i < this.data.size(); i++)
+			if ((this.result.getCluster(i).isVisible()) && this.data.get(i) != null)
+				for (int j = 0; j < this.data.get(i).getNbAttributes(); j++) {
 					if ((this.result.getWeights(0).getWeight(j)) != 0) {
-						dataSet.addValue(this.data[i].getValue(j), i + "",
+						dataSet.addValue(this.data.get(i).getValue(j), i + "",
 								(j + 1) + "");
 
 					}
@@ -220,9 +221,9 @@ public class CentroidsChart extends JPanel {
 	private CategoryDataset createDatasetSequence(int type, int indexBande1) {
 		DefaultCategoryDataset dataSet = new DefaultCategoryDataset();
 		AttributeMultiDimSequence tmpAttr = null;
-		for (int i = 0; i < this.data.length; i++)
-			if ((this.result.getCluster(i).isVisible()) && this.data[i] != null) {
-				tmpAttr = (AttributeMultiDimSequence) this.data[i]
+		for (int i = 0; i < this.data.size(); i++)
+			if ((this.result.getCluster(i).isVisible()) && this.data.get(i) != null) {
+				tmpAttr = (AttributeMultiDimSequence) this.data.get(i)
 						.getAttribute(0);
 				for (int j = 0; j < tmpAttr.getNbTuples(); j++) {
 					switch (type) {
@@ -311,12 +312,12 @@ public class CentroidsChart extends JPanel {
 						+ indexBande1 + "," + indexBande2 + ")");
 		AttributeMultiDimSequence tmpAttr = null;
 
-		for (int i = 0; i < this.data.length; i++) {
-			if ((this.result.getCluster(i).isVisible()) && this.data[i] != null) {
+		for (int i = 0; i < this.data.size(); i++) {
+			if ((this.result.getCluster(i).isVisible()) && this.data.get(i) != null) {
 
 				tmpSerie = new XYSeries("cluster" + i, false);
 
-				tmpAttr = (AttributeMultiDimSequence) this.data[i]
+				tmpAttr = (AttributeMultiDimSequence) this.data.get(i)
 						.getAttribute(0);
 
 				System.out.println("tmpAttr.getNbTuples()"

src/mustic/models/gui/panels/ConvertValuesPanel.java

@@ -10,6 +10,7 @@ import java.io.FileWriter;
 import java.io.IOException;
 import java.io.PrintWriter;
 import java.util.ArrayList;
+import java.util.List;
 
 import javax.swing.BorderFactory;
 import javax.swing.ButtonGroup;
@@ -200,7 +201,7 @@ public class ConvertValuesPanel extends JPanel {
 	 *            le fichier de destination
 	 */
 	private void convertDensity(int step, String filename) {
-		DataObject[] dobj = this.data.getViewDataObjects();
+		List<DataObject> dobj = this.data.getViewDataObjects();
 		Attribute[] max = this.data.getMax();
 		Attribute[] min = this.data.getMin();
 
@@ -228,9 +229,9 @@ public class ConvertValuesPanel extends JPanel {
 						.getValue() + 1; i++) {
 					ranks.add(new Rank(i));
 				}
-				for (int i = 0; i < dobj.length; i++) {
+				for (int i = 0; i < dobj.size(); i++) {
 					for (Rank r : ranks) {