/** * Licensed to the Apache Software Foundation (ASF) under one or more * contributor license agreements. See the NOTICE file distributed with * this work for additional information regarding copyright ownership. * The ASF licenses this file to You under the Apache License, Version 2.0 * (the "License"); you may not use this file except in compliance with * the License. You may obtain a copy of the License at * * http://www.apache.org/licenses/LICENSE-2.0 * * Unless required by applicable law or agreed to in writing, software * distributed under the License is distributed on an "AS IS" BASIS, * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. * See the License for the specific language governing permissions and * limitations under the License. */ package org.apache.mahout.ga.watchmaker.cd; import com.google.common.collect.Lists; import java.util.Collections; import java.util.List; import java.util.regex.Pattern; /** * Represents one line of a Dataset. Contains only real attributs. */ public class DataLine { private static final Pattern COMMA = Pattern.compile(","); private final double[] attributes; public DataLine() { int nba = DataSet.getDataSet().getNbAttributes(); attributes = new double[nba]; } public DataLine(CharSequence dl) { this(); set(dl); } public int getLabel() { int labelPos = DataSet.getDataSet().getLabelIndex(); return (int) attributes[labelPos]; } public double getAttribute(int index) { return attributes[index]; } public void set(CharSequence dlstr) { DataSet dataset = DataSet.getDataSet(); // extract tokens List<String> tokens = Lists.newArrayList(); Collections.addAll(tokens, COMMA.split(dlstr)); // remove any ignored attribute List<Integer> ignored = dataset.getIgnoredAttributes(); for (int index = ignored.size() - 1; index >= 0; index--) { tokens.remove(index); } // load attributes for (int index = 0; index < dataset.getNbAttributes(); index++) { if (dataset.isNumerical(index)) { attributes[index] = Double.parseDouble(tokens.get(index)); } else { attributes[index] = dataset.valueIndex(index, tokens.get(index)); } } } }