package context.core.task.topicmodeling;
import context.core.entity.CTask;
import context.core.entity.CorpusData;
import context.core.entity.GenericTask;
import context.core.entity.TaskInstance;
import java.io.File;
import javafx.beans.property.DoubleProperty;
import javafx.beans.property.StringProperty;
/**
*
* @author Aale
*/
public class TopicModelingTask extends CTask {
/**
*
* @param progress
* @param progressMessage
*/
public TopicModelingTask(DoubleProperty progress, StringProperty progressMessage) {
super(progress, progressMessage);
}
/**
*
* @param instance
* @param task
* @return
*/
@Override
public TaskInstance run(TaskInstance instance, GenericTask task) {
//throw new UnsupportedOperationException("Not supported yet.");
task.progress(1, 20, "Starting Topic Modeling process");
TopicModelingTaskInstance ins = (TopicModelingTaskInstance) instance;
CorpusData inputCorpus = (CorpusData) ins.getInput();
task.progress(4, 20, "Loading " + inputCorpus.getPath().get());
inputCorpus.addAllFiles(new File(inputCorpus.getPath().get()));
task.progress(8, 20, inputCorpus.getFiles().size() + " files loaded");
TopicModelingBody tmb = new TopicModelingBody(ins);
task.progress(11, 20, "Running Topic Modeling...");
//Run topic modeling
if (!tmb.ModelTopic()) {
System.out.println("Error in modeling");
return instance;
}
//Write the output to CSV
String filepath1 = ins.getTabularOutput(0).getPath().get();
String filepath2 = ins.getTabularOutput(1).getPath().get();
String filepath3=ins.getTabularOutput(2).getPath().get();
String filepath4=ins.getTabularOutput(3).getPath().get();
task.progress(17, 20, "Saving results in " + filepath1 + " and " + filepath2);
tmb.writeOutput(filepath1, filepath2,filepath3,filepath4);
task.progress(20, 20, "Results saved successfully");
task.done();
return ins;
}
}