Many resources are needed to download a project. Please understand that we have to compensate our server costs. Thank you in advance. Project price only 1 $
You can buy this project and download/modify it how often you want.
/**
* 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;
import java.io.EOFException;
import java.io.File;
import java.io.FileOutputStream;
import java.io.IOException;
import java.io.InputStream;
import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.fs.FSDataInputStream;
import org.apache.hadoop.fs.FSDataOutputStream;
import org.apache.hadoop.fs.FileSystem;
import org.apache.hadoop.fs.Path;
import org.apache.hadoop.io.DataInputBuffer;
import org.apache.hadoop.io.DataOutputBuffer;
import org.apache.hadoop.io.WritableUtils;
import org.apache.hadoop.io.compress.CodecPool;
import org.apache.hadoop.io.compress.CompressionCodec;
import org.apache.hadoop.io.compress.CompressionOutputStream;
import org.apache.hadoop.io.compress.Compressor;
import org.apache.hadoop.io.compress.Decompressor;
import org.apache.hadoop.io.serializer.SerializationFactory;
import org.apache.hadoop.io.serializer.Serializer;
/**
* IFile is the simple format
* for the intermediate map-outputs in Map-Reduce.
*
* There is a Writer to write out map-outputs in this format and
* a Reader to read files of this format.
*/
public class IFile {
private static final int EOF_MARKER = -1;
/**
* IFile.Writer to write out intermediate map-outputs.
*/
public static class Writer {
FSDataOutputStream out;
boolean ownOutputStream = false;
long start = 0;
FSDataOutputStream rawOut;
CompressionOutputStream compressedOut;
Compressor compressor;
boolean compressOutput = false;
long decompressedBytesWritten = 0;
long compressedBytesWritten = 0;
// Count records written to disk
private long numRecordsWritten = 0;
private final Counters.Counter writtenRecordsCounter;
IFileOutputStream checksumOut;
Class keyClass;
Class valueClass;
Serializer keySerializer;
Serializer valueSerializer;
DataOutputBuffer buffer = new DataOutputBuffer();
public Writer(Configuration conf, FileSystem fs, Path file,
Class keyClass, Class valueClass,
CompressionCodec codec,
Counters.Counter writesCounter) throws IOException {
this(conf, fs.create(file), keyClass, valueClass, codec,
writesCounter);
ownOutputStream = true;
}
public Writer(Configuration conf, FSDataOutputStream out,
Class keyClass, Class valueClass,
CompressionCodec codec, Counters.Counter writesCounter)
throws IOException {
this.writtenRecordsCounter = writesCounter;
this.checksumOut = new IFileOutputStream(out);
this.rawOut = out;
this.start = this.rawOut.getPos();
if (codec != null) {
this.compressor = CodecPool.getCompressor(codec);
this.compressor.reset();
this.compressedOut = codec.createOutputStream(checksumOut, compressor);
this.out = new FSDataOutputStream(this.compressedOut, null);
this.compressOutput = true;
} else {
this.out = new FSDataOutputStream(checksumOut,null);
}
this.keyClass = keyClass;
this.valueClass = valueClass;
SerializationFactory serializationFactory = new SerializationFactory(conf);
this.keySerializer = serializationFactory.getSerializer(keyClass);
this.keySerializer.open(buffer);
this.valueSerializer = serializationFactory.getSerializer(valueClass);
this.valueSerializer.open(buffer);
}
public void close() throws IOException {
// Close the serializers
keySerializer.close();
valueSerializer.close();
// Write EOF_MARKER for key/value length
WritableUtils.writeVInt(out, EOF_MARKER);
WritableUtils.writeVInt(out, EOF_MARKER);
decompressedBytesWritten += 2 * WritableUtils.getVIntSize(EOF_MARKER);
//Flush the stream
out.flush();
if (compressOutput) {
// Flush
compressedOut.finish();
compressedOut.resetState();
}
// Close the underlying stream iff we own it...
if (ownOutputStream) {
out.close();
}
else {
// Write the checksum
checksumOut.finish();
}
compressedBytesWritten = rawOut.getPos() - start;
if (compressOutput) {
// Return back the compressor
CodecPool.returnCompressor(compressor);
compressor = null;
}
out = null;
if(writtenRecordsCounter != null) {
writtenRecordsCounter.increment(numRecordsWritten);
}
}
public void append(K key, V value) throws IOException {
if (key.getClass() != keyClass)
throw new IOException("wrong key class: "+ key.getClass()
+" is not "+ keyClass);
if (value.getClass() != valueClass)
throw new IOException("wrong value class: "+ value.getClass()
+" is not "+ valueClass);
// Append the 'key'
keySerializer.serialize(key);
int keyLength = buffer.getLength();
if (keyLength < 0) {
throw new IOException("Negative key-length not allowed: " + keyLength +
" for " + key);
}
// Append the 'value'
valueSerializer.serialize(value);
int valueLength = buffer.getLength() - keyLength;
if (valueLength < 0) {
throw new IOException("Negative value-length not allowed: " +
valueLength + " for " + value);
}
// Write the record out
WritableUtils.writeVInt(out, keyLength); // key length
WritableUtils.writeVInt(out, valueLength); // value length
out.write(buffer.getData(), 0, buffer.getLength()); // data
// Reset
buffer.reset();
// Update bytes written
decompressedBytesWritten += keyLength + valueLength +
WritableUtils.getVIntSize(keyLength) +
WritableUtils.getVIntSize(valueLength);
++numRecordsWritten;
}
public void append(DataInputBuffer key, DataInputBuffer value)
throws IOException {
int keyLength = key.getLength() - key.getPosition();
if (keyLength < 0) {
throw new IOException("Negative key-length not allowed: " + keyLength +
" for " + key);
}
int valueLength = value.getLength() - value.getPosition();
if (valueLength < 0) {
throw new IOException("Negative value-length not allowed: " +
valueLength + " for " + value);
}
WritableUtils.writeVInt(out, keyLength);
WritableUtils.writeVInt(out, valueLength);
out.write(key.getData(), key.getPosition(), keyLength);
out.write(value.getData(), value.getPosition(), valueLength);
// Update bytes written
decompressedBytesWritten += keyLength + valueLength +
WritableUtils.getVIntSize(keyLength) +
WritableUtils.getVIntSize(valueLength);
++numRecordsWritten;
}
public void append(byte[] kvBuffer, int offset, int keyLength,
int valueLength)
throws IOException {
int realKeyLen = keyLength + WritableUtils.INT_LENGTH_BYTES;
int realValLen = valueLength + WritableUtils.INT_LENGTH_BYTES;
WritableUtils.writeVInt(buffer, realKeyLen);
WritableUtils.writeVInt(buffer, realValLen);
//this is real key: keyLength + key
buffer.writeInt(keyLength);
buffer.write(kvBuffer, offset, keyLength);
//this is real value:
buffer.writeInt(valueLength);
buffer.write(kvBuffer, offset + keyLength, valueLength);
out.write(buffer.getData(), 0, buffer.getLength());
buffer.reset();
// Update bytes written
decompressedBytesWritten += realKeyLen + realValLen
+ WritableUtils.getVIntSize(realKeyLen)
+ WritableUtils.getVIntSize(realValLen);
++numRecordsWritten;
}
public long getRawLength() {
return decompressedBytesWritten;
}
public long getCompressedLength() {
return compressedBytesWritten;
}
}
/**
* IFile.Reader to read intermediate map-outputs.
*/
public static class Reader {
private static final int DEFAULT_BUFFER_SIZE = 128*1024;
private static final int MAX_VINT_SIZE = 9;
// Count records read from disk
private long numRecordsRead = 0;
private final Counters.Counter readRecordsCounter;
final InputStream in; // Possibly decompressed stream that we read
Decompressor decompressor;
long bytesRead = 0;
final long fileLength;
boolean eof = false;
final IFileInputStream checksumIn;
byte[] buffer = null;
int bufferSize = DEFAULT_BUFFER_SIZE;
DataInputBuffer dataIn = new DataInputBuffer();
int recNo = 1;
/**
* Construct an IFile Reader.
*
* @param conf Configuration File
* @param fs FileSystem
* @param file Path of the file to be opened. This file should have
* checksum bytes for the data at the end of the file.
* @param codec codec
* @param readsCounter Counter for records read from disk
* @throws IOException
*/
public Reader(Configuration conf, FileSystem fs, Path file,
CompressionCodec codec,
Counters.Counter readsCounter) throws IOException {
this(conf, fs.open(file),
fs.getFileStatus(file).getLen(),
codec, readsCounter);
}
/**
* Construct an IFile Reader.
*
* @param conf Configuration File
* @param in The input stream
* @param length Length of the data in the stream, including the checksum
* bytes.
* @param codec codec
* @param readsCounter Counter for records read from disk
* @throws IOException
*/
public Reader(Configuration conf, FSDataInputStream in, long length,
CompressionCodec codec,
Counters.Counter readsCounter) throws IOException {
readRecordsCounter = readsCounter;
checksumIn = new IFileInputStream(in,length);
if (codec != null) {
decompressor = CodecPool.getDecompressor(codec);
this.in = codec.createInputStream(checksumIn, decompressor);
} else {
this.in = checksumIn;
}
this.fileLength = length;
if (conf != null) {
bufferSize = conf.getInt("io.file.buffer.size", DEFAULT_BUFFER_SIZE);
}
}
public long getLength() {
return fileLength - checksumIn.getSize();
}
public long getPosition() throws IOException {
return checksumIn.getPosition();
}
/**
* Read upto len bytes into buf starting at offset off.
*
* @param buf buffer
* @param off offset
* @param len length of buffer
* @return the no. of bytes read
* @throws IOException
*/
private int readData(byte[] buf, int off, int len) throws IOException {
int bytesRead = 0;
while (bytesRead < len) {
int n = in.read(buf, off+bytesRead, len-bytesRead);
if (n < 0) {
return bytesRead;
}
bytesRead += n;
}
return len;
}
void readNextBlock(int minSize) throws IOException {
if (buffer == null) {
buffer = new byte[bufferSize];
dataIn.reset(buffer, 0, 0);
}
buffer =
rejigData(buffer,
(bufferSize < minSize) ? new byte[minSize << 1] : buffer);
bufferSize = buffer.length;
}
private byte[] rejigData(byte[] source, byte[] destination)
throws IOException{
// Copy remaining data into the destination array
int bytesRemaining = dataIn.getLength()-dataIn.getPosition();
if (bytesRemaining > 0) {
System.arraycopy(source, dataIn.getPosition(),
destination, 0, bytesRemaining);
}
// Read as much data as will fit from the underlying stream
int n = readData(destination, bytesRemaining,
(destination.length - bytesRemaining));
dataIn.reset(destination, 0, (bytesRemaining + n));
return destination;
}
public boolean next(DataInputBuffer key, DataInputBuffer value)
throws IOException {
// Sanity check
if (eof) {
throw new EOFException("Completed reading " + bytesRead);
}
// Check if we have enough data to read lengths
if ((dataIn.getLength() - dataIn.getPosition()) < 2*MAX_VINT_SIZE) {
readNextBlock(2*MAX_VINT_SIZE);
}
// Read key and value lengths
int oldPos = dataIn.getPosition();
int keyLength = WritableUtils.readVInt(dataIn);
int valueLength = WritableUtils.readVInt(dataIn);
int pos = dataIn.getPosition();
bytesRead += pos - oldPos;
// Check for EOF
if (keyLength == EOF_MARKER && valueLength == EOF_MARKER) {
eof = true;
return false;
}
// Sanity check
if (keyLength < 0) {
throw new IOException("Rec# " + recNo + ": Negative key-length: " +
keyLength);
}
if (valueLength < 0) {
throw new IOException("Rec# " + recNo + ": Negative value-length: " +
valueLength);
}
final int recordLength = keyLength + valueLength;
// Check if we have the raw key/value in the buffer
if ((dataIn.getLength()-pos) < recordLength) {
readNextBlock(recordLength);
// Sanity check
if ((dataIn.getLength() - dataIn.getPosition()) < recordLength) {
throw new EOFException("Rec# " + recNo + ": Could read the next " +
" record");
}
}
// Setup the key and value
pos = dataIn.getPosition();
byte[] data = dataIn.getData();
key.reset(data, pos, keyLength);
value.reset(data, (pos + keyLength), valueLength);
// Position for the next record
long skipped = dataIn.skip(recordLength);
if (skipped != recordLength) {
throw new IOException("Rec# " + recNo + ": Failed to skip past record " +
"of length: " + recordLength);
}
// Record the bytes read
bytesRead += recordLength;
++recNo;
++numRecordsRead;
return true;
}
public void close() throws IOException {
// Return the decompressor
if (decompressor != null) {
decompressor.reset();
CodecPool.returnDecompressor(decompressor);
decompressor = null;
}
// Close the underlying stream
in.close();
// Release the buffer
dataIn = null;
buffer = null;
if(readRecordsCounter != null) {
readRecordsCounter.increment(numRecordsRead);
}
}
}
/**
* IFile.InMemoryReader to read map-outputs present in-memory.
*/
public static class InMemoryReader extends Reader {
RamManager ramManager;
TaskAttemptID taskAttemptId;
public InMemoryReader(RamManager ramManager, TaskAttemptID taskAttemptId,
byte[] data, int start, int length)
throws IOException {
super(null, null, length - start, null, null);
this.ramManager = ramManager;
this.taskAttemptId = taskAttemptId;
buffer = data;
bufferSize = (int)fileLength;
dataIn.reset(buffer, start, length);
}
@Override
public long getPosition() throws IOException {
// InMemoryReader does not initialize streams like Reader, so in.getPos()
// would not work. Instead, return the number of uncompressed bytes read,
// which will be correct since in-memory data is not compressed.
return bytesRead;
}
@Override
public long getLength() {
return fileLength;
}
private void dumpOnError() {
File dumpFile = new File("../output/" + taskAttemptId + ".dump");
System.err.println("Dumping corrupt map-output of " + taskAttemptId +
" to " + dumpFile.getAbsolutePath());
try {
FileOutputStream fos = new FileOutputStream(dumpFile);
fos.write(buffer, 0, bufferSize);
fos.close();
} catch (IOException ioe) {
System.err.println("Failed to dump map-output of " + taskAttemptId);
}
}
public boolean next(DataInputBuffer key, DataInputBuffer value)
throws IOException {
try {
// Sanity check
if (eof) {
throw new EOFException("Completed reading " + bytesRead);
}
// Read key and value lengths
int oldPos = dataIn.getPosition();
int keyLength = WritableUtils.readVInt(dataIn);
int valueLength = WritableUtils.readVInt(dataIn);
int pos = dataIn.getPosition();
bytesRead += pos - oldPos;
// Check for EOF
if (keyLength == EOF_MARKER && valueLength == EOF_MARKER) {
eof = true;
return false;
}
// Sanity check
if (keyLength < 0) {
throw new IOException("Rec# " + recNo + ": Negative key-length: " +
keyLength);
}
if (valueLength < 0) {
throw new IOException("Rec# " + recNo + ": Negative value-length: " +
valueLength);
}
final int recordLength = keyLength + valueLength;
// Setup the key and value
pos = dataIn.getPosition();
byte[] data = dataIn.getData();
key.reset(data, pos, keyLength);
value.reset(data, (pos + keyLength), valueLength);
// Position for the next record
long skipped = dataIn.skip(recordLength);
if (skipped != recordLength) {
throw new IOException("Rec# " + recNo + ": Failed to skip past record of length: " +
recordLength);
}
// Record the byte
bytesRead += recordLength;
++recNo;
return true;
} catch (IOException ioe) {
dumpOnError();
throw ioe;
}
}
public void close() {
// Release
dataIn = null;
buffer = null;
// Inform the RamManager
ramManager.unreserve(bufferSize);
}
}
}
