Java tutorial
/** * 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.mapreduce.lib.input; import java.io.*; import java.lang.reflect.*; import org.apache.hadoop.mapreduce.*; import org.apache.hadoop.classification.InterfaceAudience; import org.apache.hadoop.classification.InterfaceStability; import org.apache.hadoop.conf.Configuration; /** * A generic RecordReader that can hand out different recordReaders * for each chunk in a {@link CombineFileSplit}. * A CombineFileSplit can combine data chunks from multiple files. * This class allows using different RecordReaders for processing * these data chunks from different files. * @see CombineFileSplit */ @InterfaceAudience.Public @InterfaceStability.Stable public class CombineFileRecordReader<K, V> extends RecordReader<K, V> { static final Class[] constructorSignature = new Class[] { CombineFileSplit.class, TaskAttemptContext.class, Integer.class }; protected CombineFileSplit split; protected Constructor<? extends RecordReader<K, V>> rrConstructor; protected TaskAttemptContext context; protected int idx; protected long progress; protected RecordReader<K, V> curReader; public void initialize(InputSplit split, TaskAttemptContext context) throws IOException, InterruptedException { this.split = (CombineFileSplit) split; this.context = context; if (null != this.curReader) { this.curReader.initialize(split, context); } } public boolean nextKeyValue() throws IOException, InterruptedException { while ((curReader == null) || !curReader.nextKeyValue()) { if (!initNextRecordReader()) { return false; } } return true; } public K getCurrentKey() throws IOException, InterruptedException { return curReader.getCurrentKey(); } public V getCurrentValue() throws IOException, InterruptedException { return curReader.getCurrentValue(); } public void close() throws IOException { if (curReader != null) { curReader.close(); curReader = null; } } /** * return progress based on the amount of data processed so far. */ public float getProgress() throws IOException, InterruptedException { long subprogress = 0; // bytes processed in current split if (null != curReader) { // idx is always one past the current subsplit's true index. subprogress = (long) (curReader.getProgress() * split.getLength(idx - 1)); } return Math.min(1.0f, (progress + subprogress) / (float) (split.getLength())); } /** * A generic RecordReader that can hand out different recordReaders * for each chunk in the CombineFileSplit. */ public CombineFileRecordReader(CombineFileSplit split, TaskAttemptContext context, Class<? extends RecordReader<K, V>> rrClass) throws IOException { this.split = split; this.context = context; this.idx = 0; this.curReader = null; this.progress = 0; try { rrConstructor = rrClass.getDeclaredConstructor(constructorSignature); rrConstructor.setAccessible(true); } catch (Exception e) { throw new RuntimeException(rrClass.getName() + " does not have valid constructor", e); } initNextRecordReader(); } /** * Get the record reader for the next chunk in this CombineFileSplit. */ protected boolean initNextRecordReader() throws IOException { if (curReader != null) { curReader.close(); curReader = null; if (idx > 0) { progress += split.getLength(idx - 1); // done processing so far } } // if all chunks have been processed, nothing more to do. if (idx == split.getNumPaths()) { return false; } context.progress(); // get a record reader for the idx-th chunk try { Configuration conf = context.getConfiguration(); // setup some helper config variables. conf.set(MRJobConfig.MAP_INPUT_FILE, split.getPath(idx).toString()); conf.setLong(MRJobConfig.MAP_INPUT_START, split.getOffset(idx)); conf.setLong(MRJobConfig.MAP_INPUT_PATH, split.getLength(idx)); curReader = rrConstructor.newInstance(new Object[] { split, context, Integer.valueOf(idx) }); if (idx > 0) { // initialize() for the first RecordReader will be called by MapTask; // we're responsible for initializing subsequent RecordReaders. curReader.initialize(split, context); } } catch (Exception e) { throw new RuntimeException(e); } idx++; return true; } }