Java tutorial
/** 4MC Copyright (c) 2014, Carlo Medas BSD 2-Clause License (http://www.opensource.org/licenses/bsd-license.php) Redistribution and use in source and binary forms, with or without modification, are permitted provided that the following conditions are met: * Redistributions of source code must retain the above copyright notice, this list of conditions and the following disclaimer. * Redistributions in binary form must reproduce the above copyright notice, this list of conditions and the following disclaimer in the documentation and/or other materials provided with the distribution. THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. You can contact 4MC author at : - 4MC source repository : https://github.com/carlomedas/4mc LZ4 - Copyright (C) 2011-2014, Yann Collet - BSD 2-Clause License. You can contact LZ4 lib author at : - LZ4 source repository : http://code.google.com/p/lz4/ **/ package format; import org.apache.commons.logging.Log; import org.apache.commons.logging.LogFactory; import org.apache.hadoop.conf.Configurable; import org.apache.hadoop.conf.Configuration; import org.apache.hadoop.fs.FSDataInputStream; import org.apache.hadoop.fs.FileSystem; import org.apache.hadoop.fs.Path; import org.apache.hadoop.io.LongWritable; import org.apache.hadoop.io.Text; import org.apache.hadoop.io.compress.CompressionCodec; import org.apache.hadoop.io.compress.CompressionCodecFactory; import org.apache.hadoop.mapreduce.InputSplit; import org.apache.hadoop.mapreduce.RecordReader; import org.apache.hadoop.mapreduce.TaskAttemptContext; import org.apache.hadoop.mapreduce.lib.input.FileSplit; import org.apache.hadoop.util.LineReader; import java.io.EOFException; import java.io.IOException; import java.io.InputStream; /** * Reads line from a 4mc compressed text file. * Treats keys as offset in file and value as line. */ public class OverlapRecordReader extends RecordReader<LongWritable, Text> { public static final String MAX_LINE_LEN_CONF = "com.hadoop.mapreduce.fourmc.line.recordreader.max.line.length"; private long start; private long pos; private long end; private LineReader in; private FSDataInputStream fileIn; private int maxLineLen = Integer.MAX_VALUE; private final LongWritable key = new LongWritable(); private final Text value = new Text(); /** * Get the progress within the split. */ @Override public float getProgress() { if (start == end) { return 0.0f; } else { return Math.min(1.0f, (pos - start) / (float) (end - start)); } } public synchronized long getPos() throws IOException { return pos; } @Override public synchronized void close() throws IOException { if (in != null) { in.close(); } } @Override public LongWritable getCurrentKey() throws IOException, InterruptedException { return key; } @Override public Text getCurrentValue() throws IOException, InterruptedException { return value; } @Override public void initialize(InputSplit genericSplit, TaskAttemptContext context) throws IOException, InterruptedException { FileSplit split = (FileSplit) genericSplit; start = split.getStart(); end = start + split.getLength(); final Path file = split.getPath(); //Configuration job = HadoopUtils.getConfiguration(context); Configuration job = context.getConfiguration(); maxLineLen = job.getInt(MAX_LINE_LEN_CONF, Integer.MAX_VALUE); FileSystem fs = file.getFileSystem(job); CompressionCodecFactory compressionCodecs = new CompressionCodecFactory(job); final CompressionCodec codec = compressionCodecs.getCodec(file); if (codec == null) { throw new IOException("Codec for file " + file + " not found, cannot run"); } // open the file and seek to the start of the split fileIn = fs.open(split.getPath()); // creates input stream and also reads the file header in = new LineReader(codec.createInputStream(fileIn), job); if (start != 0) { fileIn.seek(start); // read and ignore the first line in.readLine(new Text()); start = fileIn.getPos(); } this.pos = start; } @Override public boolean nextKeyValue() throws IOException, InterruptedException { // exactly same as EB one if (pos <= end) { key.set(pos); int newSize = in.readLine(value, maxLineLen); if (newSize == 0) { return false; } pos = fileIn.getPos(); return true; } return false; } }