package de.ugoe.cs.eventbench.commands;
import java.security.InvalidParameterException;
import java.util.List;
import de.ugoe.cs.eventbench.data.Event;
import de.ugoe.cs.eventbench.data.GlobalDataContainer;
import de.ugoe.cs.eventbench.models.TrieBasedModel;
import de.ugoe.cs.util.console.Command;
import de.ugoe.cs.util.console.Console;
/**
*
* Abstract class for commands to train {@link TrieBasedModel}s.
*
*
* @author Steffen Herbold
* @version 1.0
*/
public abstract class AbstractTrainCommand implements Command {
/**
*
* Handling of additional parameters.
*
*
* @param parameters
* same as the parameters passed to {@link #run(List)}.
* @throws Exception
* thrown, if there is an error parsing the parameters
*/
abstract void handleAdditionalParameters(List parameters)
throws Exception;
/**
*
* Returns a concrete instance of {@link TrieBasedModel} to be trained. This
* is a factory method.
*
*
* @return instance of {@link TrieBasedModel}
*/
abstract TrieBasedModel createModel();
/**
*
* The command is implemented as a template method. The general structure of
* the command is always the same, only the parameters of the command and
* the creation of the {@link TrieBasedModel} instance. The former is
* handled by {@link #handleOptionalParameters(List)}, the latter by
* {@link #createModel()}.
*
*
* @see de.ugoe.cs.util.console.Command#run(java.util.List)
*/
@SuppressWarnings("unchecked")
@Override
public void run(List parameters) {
String modelname;
String sequencesName;
try {
modelname = (String) parameters.get(0);
sequencesName = (String) parameters.get(1);
handleAdditionalParameters(parameters);
} catch (Exception e) {
throw new InvalidParameterException();
}
List>> sequences = null;
Object dataObject = GlobalDataContainer.getInstance().getData(
sequencesName);
if (dataObject == null) {
Console.println("Object " + sequencesName
+ " not found in storage.");
return;
}
try {
sequences = (List>>) dataObject;
} catch (ClassCastException e) {
Console.println("Object " + sequencesName
+ "not of type List>>.");
}
if (sequences.size() == 0 || !(sequences.get(0).get(0) instanceof Event) ) {
Console.println("Object " + sequencesName
+ "not of type List>>.");
return;
}
TrieBasedModel model = createModel();
model.train(sequences);
if (GlobalDataContainer.getInstance().addData(modelname,
model)) {
Console.traceln("Old data \"" + modelname
+ "\" overwritten");
}
}
}