/** * 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.df.mapreduce; import com.google.common.base.Preconditions; import org.apache.hadoop.conf.Configuration; import org.apache.hadoop.mapreduce.Mapper; import org.apache.mahout.classifier.df.builder.TreeBuilder; import org.apache.mahout.classifier.df.data.Dataset; import java.io.IOException; /** * Base class for Mapred mappers. Loads common parameters from the job */ public class MapredMapper<KEYIN,VALUEIN,KEYOUT,VALUEOUT> extends Mapper<KEYIN,VALUEIN,KEYOUT,VALUEOUT> { private boolean noOutput; private TreeBuilder treeBuilder; private Dataset dataset; /** * * @return if false, the mapper does not estimate and output predictions */ protected boolean isNoOutput() { return noOutput; } protected TreeBuilder getTreeBuilder() { return treeBuilder; } protected Dataset getDataset() { return dataset; } @Override protected void setup(Context context) throws IOException, InterruptedException { super.setup(context); Configuration conf = context.getConfiguration(); configure(!Builder.isOutput(conf), Builder.getTreeBuilder(conf), Builder .loadDataset(conf)); } /** * Useful for testing */ protected void configure(boolean noOutput, TreeBuilder treeBuilder, Dataset dataset) { Preconditions.checkArgument(treeBuilder != null, "TreeBuilder not found in the Job parameters"); this.noOutput = noOutput; this.treeBuilder = treeBuilder; this.dataset = dataset; } }