public void setLevel(Level level) {
LogService.getRoot().setLevel(level);
handler.setLevel(level);
ParameterService.setParameterValue(
MainFrame.PROPERTY_RAPIDMINER_GUI_LOG_LEVEL, level.getName());
ParameterService.saveParameters();
}
static {
String colorStr =
ParameterService.getParameterValue(
MainFrame.PROPERTY_RAPIDMINER_GUI_MESSAGEVIEWER_HIGHLIGHT_LOGSERVICE);
if (colorStr != null) {
COLOR_DEFAULT = ParameterTypeColor.string2Color(colorStr);
} else {
COLOR_DEFAULT = Color.BLACK;
}
colorStr =
ParameterService.getParameterValue(
MainFrame.PROPERTY_RAPIDMINER_GUI_MESSAGEVIEWER_HIGHLIGHT_NOTES);
if (colorStr != null) {
COLOR_INFO = ParameterTypeColor.string2Color(colorStr);
} else {
COLOR_INFO = Color.BLACK;
}
colorStr =
ParameterService.getParameterValue(
MainFrame.PROPERTY_RAPIDMINER_GUI_MESSAGEVIEWER_HIGHLIGHT_WARNINGS);
if (colorStr != null) {
COLOR_WARNING = ParameterTypeColor.string2Color(colorStr);
} else {
COLOR_WARNING = Color.BLACK;
}
colorStr =
ParameterService.getParameterValue(
MainFrame.PROPERTY_RAPIDMINER_GUI_MESSAGEVIEWER_HIGHLIGHT_ERRORS);
if (colorStr != null) {
COLOR_ERROR = ParameterTypeColor.string2Color(colorStr);
} else {
COLOR_ERROR = Color.BLACK;
}
}
public static String selectLocation(
RepositoryLocation resolveRelativeTo,
String initialValue,
Component c,
final boolean selectEntries,
final boolean selectFolder,
final boolean forceDisableRelativeResolve,
final boolean enforceValidRepositoryEntryName,
final boolean onlyWriteableRepositories) {
final RepositoryLocationChooserDialog dialog =
new RepositoryLocationChooserDialog(
resolveRelativeTo,
initialValue,
selectEntries,
selectFolder,
onlyWriteableRepositories);
if (forceDisableRelativeResolve) {
dialog.chooser.setResolveRelative(false);
if (dialog.chooser.resolveBox != null) {
dialog.chooser.resolveBox.setVisible(false);
}
}
dialog.chooser.setEnforceValidRepositoryEntryName(enforceValidRepositoryEntryName);
if (enforceValidRepositoryEntryName) {
dialog.chooser.locationFieldRepositoryEntry.addObserver(dialog, true);
}
dialog.setVisible(true);
// if user has used double click to submit
if (dialog.userSelection != null) {
return dialog.userSelection;
}
if (dialog.wasConfirmed()) {
if (resolveRelativeTo != null && !forceDisableRelativeResolve) {
ParameterService.setParameterValue(
RapidMinerGUI.PROPERTY_RESOLVE_RELATIVE_REPOSITORY_LOCATIONS,
dialog.chooser.resolveRelative() ? "true" : "false");
ParameterService.saveParameters();
}
String text;
try {
text = dialog.chooser.getRepositoryLocation();
} catch (MalformedRepositoryLocationException e) {
// this should not happen since the dialog would not have disposed without an error message.
throw new RuntimeException(e);
}
if (text.length() > 0) {
return text;
} else {
return null;
}
} else {
return null;
}
}
/** Trains a model using an ExampleSet from the input. Uses the method learn(ExampleSet). */
@Override
public void doWork() throws OperatorException {
ExampleSet exampleSet = exampleSetInput.getData(ExampleSet.class);
// some checks
if (exampleSet.getAttributes().getLabel() == null) {
throw new UserError(this, 105, new Object[0]);
}
if (exampleSet.getAttributes().size() == 0) {
throw new UserError(this, 106, new Object[0]);
}
// check capabilities and produce errors if they are not fulfilled
CapabilityCheck check =
new CapabilityCheck(
this,
Tools.booleanValue(
ParameterService.getParameterValue(
CapabilityProvider.PROPERTY_RAPIDMINER_GENERAL_CAPABILITIES_WARN),
true));
check.checkLearnerCapabilities(this, exampleSet);
Model model = learn(exampleSet);
modelOutput.deliver(model);
exampleSetOutput.deliver(exampleSet);
}
public String getErrorName() {
String deflt = "Unnamed plotter error.";
if (Boolean.valueOf(
ParameterService.getParameterValue(RapidMiner.PROPERTY_RAPIDMINER_GENERAL_DEBUGMODE))) {
deflt += " (" + errorId + ")";
}
return getResourceString(errorId, NAME_KEY, deflt);
}
public SettingsTabs(String initialSelectedTab) {
Collection<String> definedParameterKeys = ParameterService.getDefinedParameterKeys();
SortedMap<String, List<ParameterType>> groups = new TreeMap<String, List<ParameterType>>();
for (String key : definedParameterKeys) {
String group = ParameterService.getGroupKey(key);
List<ParameterType> groupTypeList = groups.get(group);
if (groupTypeList == null) {
groupTypeList = new LinkedList<ParameterType>();
groups.put(group, groupTypeList);
}
groupTypeList.add(ParameterService.getParameterType(key));
}
for (Entry<String, List<ParameterType>> entry : groups.entrySet()) {
List<ParameterType> lists = entry.getValue();
Collections.sort(
lists,
new Comparator<ParameterType>() {
@Override
public int compare(ParameterType o1, ParameterType o2) {
return o1.getKey().compareTo(o2.getKey());
}
});
SettingsPropertyPanel table = new SettingsPropertyPanel(lists);
parameterPanels.add(table);
ExtendedJScrollPane scrollPane = new ExtendedJScrollPane(table);
scrollPane.setHorizontalScrollBarPolicy(ScrollPaneConstants.HORIZONTAL_SCROLLBAR_NEVER);
scrollPane.setVerticalScrollBarPolicy(ScrollPaneConstants.VERTICAL_SCROLLBAR_ALWAYS);
scrollPane.setPreferredSize(new Dimension(600, 300));
String group = entry.getKey();
String name =
new String(new char[] {group.charAt(0)}).toUpperCase()
+ group.substring(1, group.length());
addTab(name, scrollPane);
}
}
private static Level getSpecifiedLogLevelIndex() {
String value = ParameterService.getParameterValue(MainFrame.PROPERTY_RAPIDMINER_GUI_LOG_LEVEL);
if (value == null) {
return Level.CONFIG;
} else {
for (int i = 0; i < SELECTABLE_LEVEL_NAMES.length; i++) {
if (SELECTABLE_LEVEL_NAMES[i].equals(value)) {
return SELECTABLE_LEVELS[i];
}
}
return Level.CONFIG;
}
}
@Override
public void windowClosed(WindowEvent e) {
boolean betaActiveNow =
Boolean.parseBoolean(
ParameterService.getParameterValue(
RapidMiner.PROPERTY_RAPIDMINER_UPDATE_BETA_FEATURES));
if (!betaActiveBefore && betaActiveNow) {
JTextArea textArea = new JTextArea();
textArea.setColumns(60);
textArea.setRows(15);
textArea.setLineWrap(true);
textArea.setWrapStyleWord(true);
textArea.setEditable(false);
textArea.setText(loadBetaEULA());
textArea.setBorder(null);
textArea.setCaretPosition(0);
JScrollPane scrollPane = new ExtendedJScrollPane(textArea);
scrollPane.setBorder(BorderFactory.createLineBorder(Colors.TEXTFIELD_BORDER));
ButtonDialog dialog =
new ButtonDialogBuilder("beta_features_eula")
.setOwner(ApplicationFrame.getApplicationFrame())
.setButtons(DefaultButtons.OK_BUTTON, DefaultButtons.CANCEL_BUTTON)
.setModalityType(ModalityType.APPLICATION_MODAL)
.setContent(scrollPane, ButtonDialog.DEFAULT_SIZE)
.build();
dialog.setVisible(true);
if (!dialog.wasConfirmed()) {
ParameterService.setParameterValue(
RapidMiner.PROPERTY_RAPIDMINER_UPDATE_BETA_FEATURES, String.valueOf(false));
ActionStatisticsCollector.INSTANCE.log(
ActionStatisticsCollector.TYPE_BETA_FEATURES,
ActionStatisticsCollector.VALUE_BETA_FEATURES_ACTIVATION,
"cancelled");
}
}
}
public static void main(String[] args) {
RapidMiner.class.getName();
ParameterService.init();
try {
new RapidAnalyticsCLTool(args).run();
} catch (IllegalArgumentException e) {
System.err.println(e.getMessage());
System.exit(1);
} catch (MalformedURLException e) {
System.err.println(e.getMessage());
System.exit(1);
} catch (RepositoryException e) {
System.err.println(e.getMessage());
System.exit(1);
}
}
{
String encoding = RapidMiner.SYSTEM_ENCODING_NAME;
String encodingProperty =
ParameterService.getParameterValue(RapidMiner.PROPERTY_RAPIDMINER_GENERAL_DEFAULT_ENCODING);
if (encodingProperty != null) {
encoding = encodingProperty;
}
encodingComboBox.setSelectedItem(encoding);
encodingComboBox.setPreferredSize(new Dimension(encodingComboBox.getPreferredSize().width, 25));
encodingComboBox.addActionListener(
new ActionListener() {
@Override
public void actionPerformed(ActionEvent e) {
settingsChanged();
}
});
}
private LoggingViewer(JTextPane textArea) {
super(new BorderLayout());
final Level level = getSpecifiedLogLevelIndex();
handler.setLevel(level);
LogService.getRoot().setLevel(level);
maxRows = 1000;
try {
String maxRowsString =
ParameterService.getParameterValue(
MainFrame.PROPERTY_RAPIDMINER_GUI_MESSAGEVIEWER_ROWLIMIT);
if (maxRowsString != null) maxRows = Integer.parseInt(maxRowsString);
} catch (NumberFormatException e) {
// LogService.getGlobal().log("Bad integer format for property '', using default number of
// maximum rows for logging (1000).", LogService.WARNING);
LogService.getRoot()
.log(
Level.WARNING,
"com.rapidminer.gui.tools.LoggingViewer.bad_integer_format_for_property");
}
this.textArea = textArea;
this.textArea.setToolTipText(
"Displays logging messages according to the current log verbosity (parameter of root operator).");
this.textArea.setEditable(false);
this.textArea.addMouseListener(this);
this.textArea.setFont(this.textArea.getFont().deriveFont(Font.PLAIN));
LogService.getRoot().addHandler(handler);
JToolBar toolBar = new ExtendedJToolBar();
toolBar.setBorder(BorderFactory.createMatteBorder(0, 0, 1, 0, Color.LIGHT_GRAY));
toolBar.add(SAVE_LOGFILE_ACTION);
toolBar.add(CLEAR_MESSAGE_VIEWER_ACTION);
toolBar.add(SEARCH_ACTION);
add(toolBar, BorderLayout.NORTH);
JScrollPane scrollPane = new ExtendedJScrollPane(textArea);
scrollPane.setBorder(null);
add(scrollPane, BorderLayout.CENTER);
}
protected PerformanceVector getPerformance(boolean cloneInput) {
try {
inputExtender.passDataThrough();
executeSubprocess();
if (isPerformanceRequired()) {
return getPerformanceInnerSink().getData(PerformanceVector.class);
} else {
return getPerformanceInnerSink().getDataOrNull(PerformanceVector.class);
}
} catch (OperatorException e) {
StringBuilder builder = new StringBuilder();
builder.append(this.getName());
builder.append(
": Cannot evaluate performance for current parameter combination because of an error in one of the inner operators: ");
builder.append(e.getMessage());
getLogger().severe(builder.toString());
// getLogger().severe("Cannot evaluate performance for current parameter
// combination: " + e.getMessage());
if (Boolean.parseBoolean(
ParameterService.getParameterValue(RapidMiner.PROPERTY_RAPIDMINER_GENERAL_DEBUGMODE)))
e.printStackTrace();
return null;
}
}
public RepositoryLocationChooser(
Dialog owner,
RepositoryLocation resolveRelativeTo,
String initialValue,
final boolean allowEntries,
final boolean allowFolders,
boolean enforceValidRepositoryEntryName,
final boolean onlyWriteableRepositories) {
if (initialValue != null) {
try {
RepositoryLocation repositoryLocation;
if (resolveRelativeTo != null) {
repositoryLocation = new RepositoryLocation(resolveRelativeTo, initialValue);
} else {
repositoryLocation = new RepositoryLocation(initialValue);
}
locationField.setText(repositoryLocation.getName());
locationFieldRepositoryEntry.setText(repositoryLocation.getName());
resultLabel.setText(repositoryLocation.toString());
} catch (Exception e) {
}
}
this.resolveRelativeTo = resolveRelativeTo;
this.enforceValidRepositoryEntryName = enforceValidRepositoryEntryName;
tree = new RepositoryTree(owner, !allowEntries, onlyWriteableRepositories);
if (initialValue != null) {
if (tree.expandIfExists(resolveRelativeTo, initialValue)) {
locationField.setText("");
locationFieldRepositoryEntry.setText("");
}
}
tree.getSelectionModel()
.addTreeSelectionListener(
new TreeSelectionListener() {
@Override
public void valueChanged(TreeSelectionEvent e) {
if (e.getPath() != null) {
currentEntry = (Entry) e.getPath().getLastPathComponent();
if (currentEntry instanceof Folder) { // && allowFolders)) {
// locationField.setText("");
} else if ((!(currentEntry instanceof Folder)) && allowEntries) {
// if (true) {
// //!(currentEntry instanceof Folder)) {
locationField.setText(currentEntry.getLocation().getName());
locationFieldRepositoryEntry.setText(currentEntry.getLocation().getName());
}
updateResult();
}
}
});
KeyListener keyListener =
new KeyListener() {
@Override
public void keyPressed(KeyEvent e) {}
@Override
public void keyReleased(KeyEvent e) {
updateResult();
}
@Override
public void keyTyped(KeyEvent e) {
TreePath selectionPath = tree.getSelectionPath();
if (selectionPath != null) {
Entry selectedEntry = (Entry) selectionPath.getLastPathComponent();
if (!(selectedEntry instanceof Folder)) {
tree.setSelectionPath(selectionPath.getParentPath());
}
}
}
};
locationField.addKeyListener(keyListener);
locationFieldRepositoryEntry.addKeyListener(keyListener);
locationFieldRepositoryEntry.addObserver(this, true);
setLayout(new GridBagLayout());
GridBagConstraints c = new GridBagConstraints();
c.insets = new Insets(0, 0, 0, 0);
c.fill = GridBagConstraints.BOTH;
c.weightx = 1;
c.weighty = 1;
c.anchor = GridBagConstraints.FIRST_LINE_START;
c.gridwidth = GridBagConstraints.REMAINDER;
JScrollPane treePane = new ExtendedJScrollPane(tree);
treePane.setBorder(ButtonDialog.createBorder());
add(treePane, c);
c.insets = new Insets(ButtonDialog.GAP, 0, 0, ButtonDialog.GAP);
c.fill = GridBagConstraints.HORIZONTAL;
c.weightx = 0;
c.weighty = 0;
c.gridwidth = GridBagConstraints.RELATIVE;
c.weightx = 0;
locationLabel = new ResourceLabel("repository_chooser.entry_name");
locationLabel.setLabelFor(locationField);
add(locationLabel, c);
c.weightx = 1;
c.insets = new Insets(ButtonDialog.GAP, 0, 0, 0);
c.weightx = 1;
c.gridwidth = GridBagConstraints.REMAINDER;
add(locationField, c);
add(locationFieldRepositoryEntry, c);
if (enforceValidRepositoryEntryName) {
locationField.setVisible(false);
} else {
locationFieldRepositoryEntry.setVisible(false);
}
c.gridwidth = GridBagConstraints.RELATIVE;
c.weightx = 0;
c.insets = new Insets(ButtonDialog.GAP, 0, 0, ButtonDialog.GAP);
add(new ResourceLabel("repository_chooser.location"), c);
c.weightx = 1;
c.insets = new Insets(ButtonDialog.GAP, 0, 0, 0);
c.gridwidth = GridBagConstraints.REMAINDER;
add(resultLabel, c);
if (resolveRelativeTo != null) {
resolveBox =
new JCheckBox(
new ResourceActionAdapter(
"repository_chooser.resolve", resolveRelativeTo.getAbsoluteLocation()));
resolveBox.setSelected(
ParameterService.getParameterValue(
RapidMinerGUI.PROPERTY_RESOLVE_RELATIVE_REPOSITORY_LOCATIONS)
.equals("true"));
add(resolveBox, c);
resolveBox.addActionListener(
new ActionListener() {
@Override
public void actionPerformed(ActionEvent e) {
updateResult();
}
});
}
}
public ManageTemplatesDialog(MainFrame mainFrame) {
super(mainFrame, "Manage Templates", true);
JPanel rootPanel = new JPanel(new BorderLayout());
rootPanel.setBorder(BorderFactory.createEmptyBorder(10, 10, 10, 10));
GridBagLayout layout = new GridBagLayout();
JPanel mainPanel = new JPanel(layout);
GridBagConstraints c = new GridBagConstraints();
c.fill = GridBagConstraints.BOTH;
c.weightx = 1.0d;
c.weighty = 0.0d;
JPanel textPanel =
SwingTools.createTextPanel(
"Manage Templates...",
"Please select templates to delete them. Only "
+ "user defined templates can be removed.");
c.gridwidth = GridBagConstraints.REMAINDER;
layout.setConstraints(textPanel, c);
mainPanel.add(textPanel);
Component sep = Box.createVerticalStrut(10);
c.gridwidth = GridBagConstraints.REMAINDER;
layout.setConstraints(sep, c);
mainPanel.add(sep);
// add components to main panel
File[] templateFiles =
ParameterService.getUserRapidMinerDir()
.listFiles(
new FileFilter() {
public boolean accept(File file) {
return file.getName().endsWith(".template");
}
});
for (int i = 0; i < templateFiles.length; i++) {
try {
Template template = new Template(templateFiles[i]);
templateMap.put(template.getName(), template);
} catch (InstantiationException e) {
SwingTools.showSimpleErrorMessage(
"Cannot load template file '" + templateFiles[i] + "'", e);
}
}
JScrollPane listPane = new ExtendedJScrollPane(templateList);
c.gridwidth = GridBagConstraints.REMAINDER;
c.weighty = 1.0d;
layout.setConstraints(listPane, c);
mainPanel.add(listPane);
c.weighty = 0.0d;
// buttons
JPanel buttonPanel = new JPanel(new FlowLayout(FlowLayout.CENTER));
JButton deleteButton = new JButton("Delete");
deleteButton.addActionListener(
new ActionListener() {
public void actionPerformed(ActionEvent e) {
delete();
}
});
buttonPanel.add(deleteButton);
JButton okButton = new JButton("Ok");
okButton.addActionListener(
new ActionListener() {
public void actionPerformed(ActionEvent e) {
ok();
}
});
buttonPanel.add(okButton);
rootPanel.add(mainPanel, BorderLayout.CENTER);
rootPanel.add(buttonPanel, BorderLayout.SOUTH);
getContentPane().add(rootPanel);
update();
pack();
setSize(250, 400);
setLocationRelativeTo(mainFrame);
}
/** This method will save the parameters defined in this tab */
public void save() throws IOException {
applyProperties();
ParameterService.saveParameters();
}
/** Constructs a listener for beta features activation. */
BetaFeaturesListener() {
betaActiveBefore =
Boolean.parseBoolean(
ParameterService.getParameterValue(
RapidMiner.PROPERTY_RAPIDMINER_UPDATE_BETA_FEATURES));
}