/** * 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.iterator.FileLineIterable; import com.google.common.io.Resources; import org.apache.mahout.examples.MahoutTestCase; import org.junit.Test; import java.io.File; public final class FileInfosDatasetTest extends MahoutTestCase { @Test public void testRanges() throws Exception { FileSystem fs = FileSystem.get(new Configuration()); Path inpath = fs.makeQualified(new Path(Resources.getResource("wdbc").toURI())); DataSet dataset = FileInfoParser.parseFile(fs, inpath); DataSet.initialize(dataset); DataLine dl = new DataLine(); for (CharSequence line : new FileLineIterable(new File(Resources.getResource("wdbc/wdbc.data").toURI()))) { dl.set(line); for (int index = 0; index < dataset.getNbAttributes(); index++) { if (dataset.isNumerical(index)) { CDMutationTest.assertInRange(dl.getAttribute(index), dataset.getMin(index), dataset .getMax(index)); } else { CDMutationTest.assertInRange(dl.getAttribute(index), 0, dataset.getNbValues(index)); } } } } }