/** * 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.hadoop.mapred.lib; import java.util.Collections; import java.util.HashMap; import java.util.Map; import org.apache.hadoop.classification.InterfaceAudience; import org.apache.hadoop.classification.InterfaceStability; import org.apache.hadoop.fs.Path; import org.apache.hadoop.mapred.InputFormat; import org.apache.hadoop.mapred.JobConf; import org.apache.hadoop.mapred.Mapper; import org.apache.hadoop.util.ReflectionUtils; /** * This class supports MapReduce jobs that have multiple input paths with * a different {@link InputFormat} and {@link Mapper} for each path */ @InterfaceAudience.Public @InterfaceStability.Stable public class MultipleInputs { /** * Add a {@link Path} with a custom {@link InputFormat} to the list of * inputs for the map-reduce job. * * @param conf The configuration of the job * @param path {@link Path} to be added to the list of inputs for the job * @param inputFormatClass {@link InputFormat} class to use for this path */ public static void addInputPath(JobConf conf, Path path, Class<? extends InputFormat> inputFormatClass) { String inputFormatMapping = path.toString() + ";" + inputFormatClass.getName(); String inputFormats = conf.get("mapreduce.input.multipleinputs.dir.formats"); conf.set("mapreduce.input.multipleinputs.dir.formats", inputFormats == null ? inputFormatMapping : inputFormats + "," + inputFormatMapping); conf.setInputFormat(DelegatingInputFormat.class); } /** * Add a {@link Path} with a custom {@link InputFormat} and * {@link Mapper} to the list of inputs for the map-reduce job. * * @param conf The configuration of the job * @param path {@link Path} to be added to the list of inputs for the job * @param inputFormatClass {@link InputFormat} class to use for this path * @param mapperClass {@link Mapper} class to use for this path */ public static void addInputPath(JobConf conf, Path path, Class<? extends InputFormat> inputFormatClass, Class<? extends Mapper> mapperClass) { addInputPath(conf, path, inputFormatClass); String mapperMapping = path.toString() + ";" + mapperClass.getName(); String mappers = conf.get("mapreduce.input.multipleinputs.dir.mappers"); conf.set("mapreduce.input.multipleinputs.dir.mappers", mappers == null ? mapperMapping : mappers + "," + mapperMapping); conf.setMapperClass(DelegatingMapper.class); } /** * Retrieves a map of {@link Path}s to the {@link InputFormat} class * that should be used for them. * * @param conf The confuration of the job * @see #addInputPath(JobConf, Path, Class) * @return A map of paths to inputformats for the job */ static Map<Path, InputFormat> getInputFormatMap(JobConf conf) { Map<Path, InputFormat> m = new HashMap<Path, InputFormat>(); String[] pathMappings = conf.get("mapreduce.input.multipleinputs.dir.formats").split(","); for (String pathMapping : pathMappings) { String[] split = pathMapping.split(";"); InputFormat inputFormat; try { inputFormat = (InputFormat) ReflectionUtils.newInstance(conf .getClassByName(split[1]), conf); } catch (ClassNotFoundException e) { throw new RuntimeException(e); } m.put(new Path(split[0]), inputFormat); } return m; } /** * Retrieves a map of {@link Path}s to the {@link Mapper} class that * should be used for them. * * @param conf The confuration of the job * @see #addInputPath(JobConf, Path, Class, Class) * @return A map of paths to mappers for the job */ @SuppressWarnings("unchecked") static Map<Path, Class<? extends Mapper>> getMapperTypeMap(JobConf conf) { if (conf.get("mapreduce.input.multipleinputs.dir.mappers") == null) { return Collections.emptyMap(); } Map<Path, Class<? extends Mapper>> m = new HashMap<Path, Class<? extends Mapper>>(); String[] pathMappings = conf.get("mapreduce.input.multipleinputs.dir.mappers").split(","); for (String pathMapping : pathMappings) { String[] split = pathMapping.split(";"); Class<? extends Mapper> mapClass; try { mapClass = (Class<? extends Mapper>) conf.getClassByName(split[1]); } catch (ClassNotFoundException e) { throw new RuntimeException(e); } m.put(new Path(split[0]), mapClass); } return m; } }