source: trunk/CrossPare/src/de/ugoe/cs/cpdp/loader/AUDIDataLoader.java @ 38

package de.ugoe.cs.cpdp.loader;

import java.io.File;
import java.io.IOException;
import java.util.ArrayList;

import weka.core.Attribute;
import weka.core.DenseInstance;
import weka.core.Instances;
import de.ugoe.cs.util.FileTools;

/**
 * TODO
 * @author sherbold
 *
 */
class AUDIDataLoader implements SingleVersionLoader {

        /*
         * (non-Javadoc)
         * 
         * @see
         * de.ugoe.cs.cpdp.loader.AbstractFolderLoader.SingleVersionLoader#load(
         * java.io.File)
         */
        @Override
        public Instances load(File file) {
                final String[] lines;
                try {
                        lines = FileTools.getLinesFromFile(file.getAbsolutePath());
                } catch (IOException e) {
                        throw new RuntimeException(e);
                }
                
                // information about bugs are in another file
                String path = file.getAbsolutePath();
                path = path.substring(0, path.length()-14) + "repro.csv";
                final String[] linesBug;
                try {
                        linesBug = FileTools.getLinesFromFile(path);
                } catch (IOException e) {
                        throw new RuntimeException(e);
                }
                
                // configure Instances
                final ArrayList<Attribute> atts = new ArrayList<Attribute>();

                String[] lineSplit = lines[0].split(";");
                // ignore first three/four and last two columns
                int offset;
                if( lineSplit[3].equals("project_rev") ) {
                        offset = 4;
                } else {
                        offset = 3;
                }
                for (int j = 0; j < lineSplit.length - (offset+2); j++) {
                        atts.add(new Attribute(lineSplit[j + offset]));
                }
                final ArrayList<String> classAttVals = new ArrayList<String>();
                classAttVals.add("0");
                classAttVals.add("1");
                final Attribute classAtt = new Attribute("bug", classAttVals);
                atts.add(classAtt);

                final Instances data = new Instances(file.getName(), atts, 0);
                data.setClass(classAtt);

                // fetch data
                for (int i = 1; i < lines.length; i++) {
                        boolean validInstance = true;
                        lineSplit = lines[i].split(";");
                        String[] lineSplitBug = linesBug[i].split(";");
                        double[] values = new double[data.numAttributes()];
                        for (int j = 0; validInstance && j < values.length-1; j++) {
                                if( lineSplit[j + offset].trim().isEmpty() ) {
                                        validInstance = false;
                                } else {
                                        values[j] = Double.parseDouble(lineSplit[j + offset].trim());
                                }
                        }
                        if( offset==3 ) {
                                values[values.length - 1] = lineSplitBug[7].equals("0") ? 0 : 1;
                        } else {
                                values[values.length - 1] = lineSplitBug[8].equals("0") ? 0 : 1;
                        }
                        
                        if( validInstance ) {
                                data.add(new DenseInstance(1.0, values));
                        } else {
                                System.out.println("instance " + i + " is invalid");
                        }
                }
                return data;
        }

        /*
         * (non-Javadoc)
         * 
         * @see de.ugoe.cs.cpdp.loader.AbstractFolderLoader.SingleVersionLoader#
         * filenameFilter(java.lang.String)
         */
        @Override
        public boolean filenameFilter(String filename) {
                return filename.endsWith("src.csv");
        }

}