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Massive On-line Analysis is an environment for massive data mining. MOA
provides a framework for data stream mining and includes tools for evaluation
and a collection of machine learning algorithms. Related to the WEKA project,
also written in Java, while scaling to more demanding problems.
/**
* [ClassOptionWithNames.java]
*
* A variation of [ClassOption], which you can choose specific classes as its entries.
* In the constructor, put a list of class names you want to add (String[] classNames) as an argument.
*
* @author Yunsu Kim
* based on the implementation of Richard Kirkby
* Data Management and Data Exploration Group, RWTH Aachen University
*/
package moa.options;
import com.github.javacliparser.Options;
import com.github.javacliparser.Option;
import java.io.File;
import javax.swing.JComponent;
import com.github.javacliparser.gui.ClassOptionWithNamesEditComponent;
import moa.tasks.Task;
public class ClassOptionWithNames extends AbstractClassOption {
private static final long serialVersionUID = 1L;
private String[] names;
public ClassOptionWithNames(String name, char cliChar, String purpose,
Class> requiredType, String defaultCLIString, String[] classNames) {
super(name, cliChar, purpose, requiredType, defaultCLIString);
this.names = classNames;
}
public ClassOptionWithNames(String name, char cliChar, String purpose,
Class> requiredType, String defaultCLIString, String nullString, String[] classNames) {
super(name, cliChar, purpose, requiredType, defaultCLIString, nullString);
this.names = classNames;
}
@Override
public String getValueAsCLIString() {
if ((this.currentValue == null) && (this.nullString != null)) {
return this.nullString;
}
return objectToCLIString(this.currentValue, this.requiredType);
}
@Override
public void setValueViaCLIString(String s) {
if ((this.nullString != null)
&& ((s == null) || (s.length() == 0) || s.equals(this.nullString))) {
this.currentValue = null;
} else {
try {
this.currentValue = cliStringToObject(s, this.requiredType,
null);
} catch (Exception e) {
throw new IllegalArgumentException("Problems with option: " + getName(), e);
}
}
}
public static String objectToCLIString(Object obj, Class> requiredType) {
if (obj == null) {
return "";
}
if (obj instanceof File) {
return (FILE_PREFIX_STRING + ((File) obj).getPath());
}
if (obj instanceof String) {
return (INMEM_PREFIX_STRING + obj);
}
String className = classToCLIString(obj.getClass(), requiredType);
if (obj instanceof OptionHandler) {
String subOptions = ((OptionHandler) obj).getOptions().getAsCLIString();
if (subOptions.length() > 0) {
return (className + " " + subOptions);
}
}
return className;
}
public static Object cliStringToObject(String cliString,
Class> requiredType, Option[] externalOptions) throws Exception {
if (cliString.startsWith(FILE_PREFIX_STRING)) {
return new File(cliString.substring(FILE_PREFIX_STRING.length()));
}
if (cliString.startsWith(INMEM_PREFIX_STRING)) {
return cliString.substring(INMEM_PREFIX_STRING.length());
}
cliString = cliString.trim();
int firstSpaceIndex = cliString.indexOf(' ', 0);
String className;
String classOptions;
if (firstSpaceIndex > 0) {
className = cliString.substring(0, firstSpaceIndex);
classOptions = cliString.substring(firstSpaceIndex + 1, cliString.length());
classOptions = classOptions.trim();
} else {
className = cliString;
classOptions = "";
}
Class> classObject;
try {
classObject = Class.forName(className);
} catch (Throwable t1) {
try {
// try prepending default package
classObject = Class.forName(requiredType.getPackage().getName()
+ "." + className);
} catch (Throwable t2) {
try {
// try prepending task package
classObject = Class.forName(Task.class.getPackage().getName()
+ "." + className);
} catch (Throwable t3) {
throw new Exception("Class not found: " + className);
}
}
}
Object classInstance;
try {
classInstance = classObject.newInstance();
} catch (Exception ex) {
throw new Exception("Problem creating instance of class: "
+ className, ex);
}
if (requiredType.isInstance(classInstance)
|| ((classInstance instanceof Task) && requiredType.isAssignableFrom(((Task) classInstance).getTaskResultType()))) {
Options options = new Options();
if (externalOptions != null) {
for (Option option : externalOptions) {
options.addOption(option);
}
}
if (classInstance instanceof OptionHandler) {
Option[] objectOptions = ((OptionHandler) classInstance).getOptions().getOptionArray();
for (Option option : objectOptions) {
options.addOption(option);
}
}
try {
options.setViaCLIString(classOptions);
} catch (Exception ex) {
throw new Exception("Problem with options to '"
+ className
+ "'."
+ "\n\nValid options for "
+ className
+ ":\n"
+ ((OptionHandler) classInstance).getOptions().getHelpString(), ex);
} finally {
options.removeAllOptions(); // clean up listener refs
}
} else {
throw new Exception("Class named '" + className
+ "' is not an instance of " + requiredType.getName() + ".");
}
return classInstance;
}
// @Override
// public JComponent getEditComponent() {
// return new ClassOptionWithNamesEditComponent(this);
// }
public String[] getClassNames() {
return this.names;
}
}
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