Java tutorial
/* * Copyright 2010-2011 Ning, Inc. * * Ning 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 com.ning.metrics.serialization.hadoop; import com.ning.metrics.serialization.event.SmileEnvelopeEvent; import com.ning.metrics.serialization.smile.SmileEnvelopeEventDeserializer; 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.mapreduce.InputSplit; import org.apache.hadoop.mapreduce.RecordReader; import org.apache.hadoop.mapreduce.TaskAttemptContext; import org.apache.hadoop.mapreduce.lib.input.FileSplit; import org.joda.time.DateTime; import java.io.IOException; public class SmileRecordReader extends RecordReader { private SmileEnvelopeEventDeserializer deserializer; private long start; private long pos; private long end; private DateTime key = null; private SmileEnvelopeEvent value = null; private FSDataInputStream fileIn = null; public SmileRecordReader() { } /** * Called once at initialization. * * @param genericSplit the split that defines the range of records to read * @param context the information about the task * @throws java.io.IOException * @throws InterruptedException */ @Override public void initialize(InputSplit genericSplit, TaskAttemptContext context) throws IOException, InterruptedException { FileSplit split = (FileSplit) genericSplit; Configuration job = context.getConfiguration(); start = split.getStart(); end = start + split.getLength(); final Path file = split.getPath(); // Open the file and seek to the start of the split FileSystem fs = file.getFileSystem(job); fileIn = fs.open(split.getPath()); if (start != 0) { --start; fileIn.seek(start); } this.pos = start; deserializer = new SmileEnvelopeEventDeserializer(fileIn, false); } /** * Read the next key, value pair. * * @return true if a key/value pair was read * @throws java.io.IOException * @throws InterruptedException */ @Override public boolean nextKeyValue() throws IOException, InterruptedException { if (!deserializer.hasNextEvent()) { return false; } else { value = deserializer.getNextEvent(); key = value.getEventDateTime(); return true; } } /** * Get the current key * * @return the current key or null if there is no current key * @throws java.io.IOException * @throws InterruptedException */ @Override public Object getCurrentKey() throws IOException, InterruptedException { return key; } /** * Get the current value. * * @return the object that was read * @throws java.io.IOException * @throws InterruptedException */ @Override public Object getCurrentValue() throws IOException, InterruptedException { return value; } /** * The current progress of the record reader through its data. * * @return a number between 0.0 and 1.0 that is the fraction of the data read * @throws java.io.IOException * @throws InterruptedException */ @Override public float getProgress() throws IOException, InterruptedException { if (start == end) { return 0.0f; } else { return Math.min(1.0f, (pos - start) / (float) (end - start)); } } /** * Close the record reader. */ @Override public void close() throws IOException { if (fileIn != null) { fileIn.close(); } } }