org.apache.mahout.ga.watchmaker.cd.DataLineTest.java Source code

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Here is the source code for org.apache.mahout.ga.watchmaker.cd.DataLineTest.java

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/**
 * 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 org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.fs.FileSystem;
import org.apache.hadoop.fs.Path;
import org.apache.mahout.common.MahoutTestCase;

import com.google.common.io.Resources;

public class DataLineTest extends MahoutTestCase {

    private static final String[] datalines = {
            "842302,M,17.99,10.38,122.8,1001,0.1184,0.2776,0.3001,0.1471,0.2419,0.07871,1.095,0.9053,8.589,153.4,0.006399,0.04904,0.05373,0.01587,0.03003,0.006193,25.38,17.33,184.6,2019,0.1622,0.6656,0.7119,0.2654,0.4601,0.1189",
            "8510426,B,13.54,14.36,87.46,566.3,0.09779,0.08129,0.06664,0.04781,0.1885,0.05766,0.2699,0.7886,2.058,23.56,0.008462,0.0146,0.02387,0.01315,0.0198,0.0023,15.11,19.26,99.7,711.2,0.144,0.1773,0.239,0.1288,0.2977,0.07259",
            "852781,M,18.61,20.25,122.1,1094,0.0944,0.1066,0.149,0.07731,0.1697,0.05699,0.8529,1.849,5.632,93.54,0.01075,0.02722,0.05081,0.01911,0.02293,0.004217,21.31,27.26,139.9,1403,0.1338,0.2117,0.3446,0.149,0.2341,0.07421" };

    public void testSet() throws Exception {
        FileSystem fs = FileSystem.get(new Configuration());
        Path inpath = fs.makeQualified(new Path(Resources.getResource("wdbc").toString()));

        DataSet dataset = FileInfoParser.parseFile(fs, inpath);
        DataSet.initialize(dataset);

        DataLine dl = new DataLine();

        int labelpos = dataset.getLabelIndex();

        dl.set(datalines[0]);
        assertEquals(dataset.valueIndex(labelpos, "M"), dl.getLabel());

        dl.set(datalines[1]);
        assertEquals(dataset.valueIndex(labelpos, "B"), dl.getLabel());

        dl.set(datalines[2]);
        assertEquals(dataset.valueIndex(labelpos, "M"), dl.getLabel());
    }

}