/** * 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.classifier.bayes.mapreduce.common; import java.io.IOException; import org.apache.hadoop.fs.FileSystem; import org.apache.hadoop.io.Writable; import org.apache.hadoop.io.WritableComparable; import org.apache.hadoop.mapred.JobConf; import org.apache.hadoop.mapred.RecordWriter; import org.apache.hadoop.mapred.SequenceFileOutputFormat; import org.apache.hadoop.mapred.lib.MultipleOutputFormat; import org.apache.hadoop.util.Progressable; import org.apache.mahout.common.StringTuple; /** * This class extends the MultipleOutputFormat, allowing to write the output data to different output files in * sequence file output format. */ public class BayesWeightSummerOutputFormat extends MultipleOutputFormat<WritableComparable<?>,Writable> { private SequenceFileOutputFormat<WritableComparable<?>,Writable> theSequenceFileOutputFormat; @Override protected RecordWriter<WritableComparable<?>,Writable> getBaseRecordWriter(FileSystem fs, JobConf job, String name, Progressable arg3) throws IOException { if (theSequenceFileOutputFormat == null) { theSequenceFileOutputFormat = new SequenceFileOutputFormat<WritableComparable<?>,Writable>(); } return theSequenceFileOutputFormat.getRecordWriter(fs, job, name, arg3); } @Override protected String generateFileNameForKeyValue(WritableComparable<?> k, Writable v, String name) { StringTuple key = (StringTuple) k; if (key.length() == 1 && key.stringAt(0).equals(BayesConstants.TOTAL_SUM)) { return "Sigma_kSigma_j/" + name; } else { if (key.stringAt(0).equals(BayesConstants.FEATURE_SUM)) { return "Sigma_j/" + name; } else if (key.stringAt(0).equals(BayesConstants.LABEL_SUM)) { return "Sigma_k/" + name; } else { throw new IllegalArgumentException("Unexpected StringTuple: " + key); } } } }