package de.ugoe.cs.eventbench.swt; import org.eclipse.swt.widgets.Dialog; import org.eclipse.swt.widgets.Display; import org.eclipse.swt.widgets.MessageBox; import org.eclipse.swt.widgets.Shell; import org.eclipse.swt.widgets.Button; import org.eclipse.swt.SWT; import org.eclipse.swt.widgets.Group; import org.eclipse.swt.widgets.Label; import org.eclipse.swt.widgets.Text; import org.eclipse.swt.widgets.Spinner; import org.eclipse.swt.layout.GridLayout; import org.eclipse.swt.layout.GridData; import org.eclipse.swt.events.SelectionAdapter; import org.eclipse.swt.events.SelectionEvent; import de.ugoe.cs.util.console.CommandExecuter; public class TrainModelDialog extends Dialog { protected Object result; protected Shell shlTrainUsageModel; private Button btnFirstorderMarkovModel; private Button btnHighorderMarkovModel; private Button btnPredictionByPartial; private Button btnDeterministicFiniteAutomaton; private Spinner minOrderSpinner; private Spinner maxOrderSpinner; private Text modelnameText; private String[] sequenceNames; private Text probEscapeText; private Label lblEscapeProbability; /** * Create the dialog. * @param parent * @param style */ public TrainModelDialog(Shell parent, int style) { super(parent, style); setText("SWT Dialog"); } /** * Open the dialog. * @return the result */ public Object open() { createContents(); shlTrainUsageModel.open(); shlTrainUsageModel.layout(); Display display = getParent().getDisplay(); while (!shlTrainUsageModel.isDisposed()) { if (!display.readAndDispatch()) { display.sleep(); } } return result; } /** * Create contents of the dialog. */ private void createContents() { shlTrainUsageModel = new Shell(getParent(), SWT.DIALOG_TRIM | SWT.MIN | SWT.APPLICATION_MODAL); shlTrainUsageModel.setSize(219, 330); shlTrainUsageModel.setText("Train Usage Model"); shlTrainUsageModel.setLayout(new GridLayout(2, false)); Group grpGeneralInformation = new Group(shlTrainUsageModel, SWT.NONE); grpGeneralInformation.setLayoutData(new GridData(SWT.FILL, SWT.FILL, false, false, 2, 1)); grpGeneralInformation.setText("Name"); grpGeneralInformation.setLayout(new GridLayout(1, false)); modelnameText = new Text(grpGeneralInformation, SWT.BORDER); modelnameText.setLayoutData(new GridData(SWT.FILL, SWT.FILL, true, false, 1, 1)); Group grpType = new Group(shlTrainUsageModel, SWT.NONE); grpType.setLayoutData(new GridData(SWT.FILL, SWT.FILL, false, false, 2, 1)); grpType.setText("Type"); grpType.setLayout(new GridLayout(2, false)); btnFirstorderMarkovModel = new Button(grpType, SWT.RADIO); btnFirstorderMarkovModel.addSelectionListener(new SelectionAdapter() { @Override public void widgetSelected(SelectionEvent e) { minOrderSpinner.setEnabled(false); maxOrderSpinner.setEnabled(false); probEscapeText.setEnabled(false); } }); btnFirstorderMarkovModel.setLayoutData(new GridData(SWT.LEFT, SWT.FILL, false, false, 2, 1)); btnFirstorderMarkovModel.setText("First-Order Markov Model"); btnFirstorderMarkovModel.setSelection(true); btnHighorderMarkovModel = new Button(grpType, SWT.RADIO); btnHighorderMarkovModel.addSelectionListener(new SelectionAdapter() { @Override public void widgetSelected(SelectionEvent e) { minOrderSpinner.setEnabled(false); maxOrderSpinner.setEnabled(true); probEscapeText.setEnabled(false); } }); btnHighorderMarkovModel.setLayoutData(new GridData(SWT.LEFT, SWT.FILL, false, false, 2, 1)); btnHighorderMarkovModel.setText("High-Order Markov Model"); btnPredictionByPartial = new Button(grpType, SWT.RADIO); btnPredictionByPartial.addSelectionListener(new SelectionAdapter() { @Override public void widgetSelected(SelectionEvent e) { minOrderSpinner.setEnabled(true); maxOrderSpinner.setEnabled(true); probEscapeText.setEnabled(true); } }); btnPredictionByPartial.setLayoutData(new GridData(SWT.LEFT, SWT.FILL, true, false, 2, 1)); btnPredictionByPartial.setText("Prediction by Partial Match"); lblEscapeProbability = new Label(grpType, SWT.NONE); lblEscapeProbability.setLayoutData(new GridData(SWT.RIGHT, SWT.CENTER, true, false, 1, 1)); lblEscapeProbability.setText("Escape Probability:"); probEscapeText = new Text(grpType, SWT.BORDER); probEscapeText.setText("0.1"); probEscapeText.setLayoutData(new GridData(SWT.FILL, SWT.CENTER, true, false, 1, 1)); probEscapeText.setEnabled(false); btnDeterministicFiniteAutomaton = new Button(grpType, SWT.RADIO); btnDeterministicFiniteAutomaton.addSelectionListener(new SelectionAdapter() { @Override public void widgetSelected(SelectionEvent e) { minOrderSpinner.setEnabled(false); maxOrderSpinner.setEnabled(false); probEscapeText.setEnabled(false); } }); btnDeterministicFiniteAutomaton.setLayoutData(new GridData(SWT.LEFT, SWT.FILL, false, false, 2, 1)); btnDeterministicFiniteAutomaton.setText("Deterministic Finite Automaton"); Group grpModelProperties = new Group(shlTrainUsageModel, SWT.NONE); grpModelProperties.setLayout(new GridLayout(4, false)); grpModelProperties.setLayoutData(new GridData(SWT.FILL, SWT.FILL, false, true, 2, 1)); grpModelProperties.setText("Order"); Label lblMin = new Label(grpModelProperties, SWT.NONE); lblMin.setText("Min."); minOrderSpinner = new Spinner(grpModelProperties, SWT.BORDER); minOrderSpinner.setEnabled(false); Label lblMax = new Label(grpModelProperties, SWT.NONE); lblMax.setText("Max."); maxOrderSpinner = new Spinner(grpModelProperties, SWT.BORDER); maxOrderSpinner.setEnabled(false); maxOrderSpinner.setMinimum(2); Button btnTrain = new Button(shlTrainUsageModel, SWT.NONE); btnTrain.addSelectionListener(new SelectionAdapter() { @Override public void widgetSelected(SelectionEvent e) { String command = ""; String modelname = modelnameText.getText(); if( modelname.equals("")) { MessageBox messageBox = new MessageBox(shlTrainUsageModel, SWT.ERROR); messageBox.setText("Error"); messageBox.setMessage("No modelname defined!"); messageBox.open(); return; } if( btnFirstorderMarkovModel.getSelection() ) { command = "trainMarkovModel " + modelname + " " + sequenceNames[0]; } else if( btnHighorderMarkovModel.getSelection() ) { int modelOrder = maxOrderSpinner.getSelection(); command = "trainMarkovModel " + modelname + " " + sequenceNames[0] + " " + modelOrder; } else if( btnPredictionByPartial.getSelection() ) { int minOrder = minOrderSpinner.getSelection(); int maxOrder = maxOrderSpinner.getSelection(); if( minOrder>maxOrder ) { MessageBox messageBox = new MessageBox(shlTrainUsageModel, SWT.ERROR); messageBox.setText("Error"); messageBox.setMessage("Min. Order must be smaller than or equal to max. order!"); messageBox.open(); return; } double probEscape = Double.parseDouble(probEscapeText.getText()); if( probEscape<0.0 || probEscape>1.0) { MessageBox messageBox = new MessageBox(shlTrainUsageModel, SWT.ERROR); messageBox.setText("Error"); messageBox.setMessage("Escape probability must be in [0,1]!"); messageBox.open(); return; } command = "trainPPM " + modelname + " " + sequenceNames[0] + " " + probEscape + " " + maxOrder + " " + minOrder; } else if( btnDeterministicFiniteAutomaton.getSelection() ) { command = "trainDFA " + modelname + " " + sequenceNames[0]; } CommandExecuter.getInstance().exec(command); for( int i=1; i