/** * 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.utils.vectors.io; import java.io.StringWriter; import java.util.Collection; import com.google.common.collect.Lists; import com.google.common.io.Closeables; import org.apache.hadoop.conf.Configuration; import org.apache.hadoop.fs.FileSystem; import org.apache.hadoop.fs.Path; import org.apache.hadoop.io.LongWritable; import org.apache.hadoop.io.SequenceFile; import org.apache.mahout.common.HadoopUtil; import org.apache.mahout.math.DenseVector; import org.apache.mahout.math.Vector; import org.apache.mahout.math.VectorWritable; import org.apache.mahout.utils.MahoutTestCase; import org.apache.mahout.utils.vectors.RandomVectorIterable; import org.junit.Test; public final class VectorWriterTest extends MahoutTestCase { @Test public void testSFVW() throws Exception { Path path = getTestTempFilePath("sfvw"); Configuration conf = new Configuration(); FileSystem fs = FileSystem.get(conf); SequenceFile.Writer seqWriter = new SequenceFile.Writer(fs, conf, path, LongWritable.class, VectorWritable.class); SequenceFileVectorWriter writer = new SequenceFileVectorWriter(seqWriter); try { writer.write(new RandomVectorIterable(50)); } finally { Closeables.closeQuietly(writer); } long count = HadoopUtil.countRecords(path, conf); assertEquals(50, count); } @Test public void testTextOutputSize() throws Exception { StringWriter strWriter = new StringWriter(); VectorWriter writer = new TextualVectorWriter(strWriter); try { Collection<Vector> vectors = Lists.newArrayList(); vectors.add(new DenseVector(new double[]{0.3, 1.5, 4.5})); vectors.add(new DenseVector(new double[]{1.3, 1.5, 3.5})); writer.write(vectors); } finally { Closeables.closeQuietly(writer); } String buffer = strWriter.toString(); assertNotNull(buffer); assertFalse(buffer.isEmpty()); } }