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 trec; import java.io.IOException; 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; /** * Treats keys as offset in file and value as line. */ public class TrecRecordReader extends RecordReader<LongWritable, Text> { private CompressionCodecFactory compressionCodecs = null; private long start; private long pos; private long end; private LineReader in; private LongWritable key = null; private Text value = null; public void initialize(InputSplit genericSplit, TaskAttemptContext context) throws IOException { FileSplit split = (FileSplit) genericSplit; Configuration job = context.getConfiguration(); start = split.getStart(); end = start + split.getLength(); final Path file = split.getPath(); compressionCodecs = new CompressionCodecFactory(job); final CompressionCodec codec = compressionCodecs.getCodec(file); // open the file and seek to the start of the split FileSystem fs = file.getFileSystem(job); FSDataInputStream fileIn = fs.open(split.getPath()); boolean skipFirstLine = false; if (codec != null) { in = new LineReader(codec.createInputStream(fileIn), job); end = Long.MAX_VALUE; } else { if (start != 0) { skipFirstLine = true; --start; fileIn.seek(start); } in = new LineReader(fileIn, job); } if (skipFirstLine) { // skip first line and re-establish "start". start += in.readLine(new Text(), 0, (int) Math.min((long) Integer.MAX_VALUE, end - start)); } this.pos = start; } public int nextLine() throws IOException { int size = in.readLine(line, Integer.MAX_VALUE, Integer.MAX_VALUE); pos += size; return size; } Text headline = null; Text line = new Text(); public boolean nextKeyValue() throws IOException { if (pos >= end) { return false; } if (key == null) { key = new LongWritable(); } key.set(pos); if (value == null) { value = new Text(); } String recordStr = new String(); if (headline == null) { while (!recordStr.startsWith("###")) { if (pos >= end) { return false; } int size = nextLine(); if (size == 0) { key = null; value = null; return false; } recordStr = line.toString(); } } else { recordStr = headline.toString(); headline = null; } while (true) { int size = nextLine(); if (line.toString().startsWith("###")) headline = new Text(line); if (size == 0 || line.toString().startsWith("###")) { break; } recordStr += "\n" + line; } value.set(recordStr); return true; } @Override public LongWritable getCurrentKey() { return key; } @Override public Text getCurrentValue() { return value; } /** * Get the progress within the split */ public float getProgress() { if (start == end) { return 0.0f; } else { return Math.min(1.0f, (pos - start) / (float) (end - start)); } } public synchronized void close() throws IOException { if (in != null) { in.close(); } } }