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January 22, 2016 19:19
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/** | |
* 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.IOException; | |
import org.apache.hadoop.classification.InterfaceAudience; | |
import org.apache.hadoop.classification.InterfaceStability; | |
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.fs.Seekable; | |
import org.apache.hadoop.io.LongWritable; | |
import org.apache.hadoop.io.Text; | |
import org.apache.hadoop.io.compress.CodecPool; | |
import org.apache.hadoop.io.compress.CompressionCodec; | |
import org.apache.hadoop.io.compress.SplitCompressionInputStream; | |
import org.apache.hadoop.io.compress.SplittableCompressionCodec; | |
import org.apache.hadoop.io.compress.CompressionCodecFactory; | |
import org.apache.hadoop.io.compress.Decompressor; | |
import org.apache.hadoop.mapreduce.InputSplit; | |
import org.apache.hadoop.mapreduce.RecordReader; | |
import org.apache.hadoop.mapreduce.TaskAttemptContext; | |
import org.apache.commons.logging.LogFactory; | |
import org.apache.commons.logging.Log; | |
/** | |
* Treats keys as offset in file and value as line. | |
*/ | |
@InterfaceAudience.LimitedPrivate({"MapReduce", "Pig"}) | |
@InterfaceStability.Evolving | |
public class LineRecordReader extends RecordReader<LongWritable, Text> { | |
private static final Log LOG = LogFactory.getLog(LineRecordReader.class); | |
public static final String MAX_LINE_LENGTH = | |
"mapreduce.input.linerecordreader.line.maxlength"; | |
private long start; | |
private long pos; | |
private long end; | |
private SplitLineReader in; | |
private FSDataInputStream fileIn; | |
private Seekable filePosition; | |
private int maxLineLength; | |
private LongWritable key; | |
private Text value; | |
private boolean isCompressedInput; | |
private Decompressor decompressor; | |
private byte[] recordDelimiterBytes; | |
public LineRecordReader() { | |
} | |
public LineRecordReader(byte[] recordDelimiter) { | |
this.recordDelimiterBytes = recordDelimiter; | |
} | |
public void initialize(InputSplit genericSplit, | |
TaskAttemptContext context) throws IOException { | |
FileSplit split = (FileSplit) genericSplit; | |
Configuration job = context.getConfiguration(); | |
this.maxLineLength = job.getInt(MAX_LINE_LENGTH, Integer.MAX_VALUE); | |
start = split.getStart(); | |
end = start + split.getLength(); | |
final Path file = split.getPath(); | |
// open the file and seek to the start of the split | |
final FileSystem fs = file.getFileSystem(job); | |
fileIn = fs.open(file); | |
CompressionCodec codec = new CompressionCodecFactory(job).getCodec(file); | |
if (null!=codec) { | |
isCompressedInput = true; | |
decompressor = CodecPool.getDecompressor(codec); | |
if (codec instanceof SplittableCompressionCodec) { | |
final SplitCompressionInputStream cIn = | |
((SplittableCompressionCodec)codec).createInputStream( | |
fileIn, decompressor, start, end, | |
SplittableCompressionCodec.READ_MODE.BYBLOCK); | |
in = new CompressedSplitLineReader(cIn, job, | |
this.recordDelimiterBytes); | |
start = cIn.getAdjustedStart(); | |
end = cIn.getAdjustedEnd(); | |
filePosition = cIn; | |
} else { | |
in = new SplitLineReader(codec.createInputStream(fileIn, | |
decompressor), job, this.recordDelimiterBytes); | |
filePosition = fileIn; | |
} | |
} else { | |
fileIn.seek(start); | |
in = new SplitLineReader(fileIn, job, this.recordDelimiterBytes); | |
filePosition = fileIn; | |
} | |
// If this is not the first split, we always throw away first record | |
// because we always (except the last split) read one extra line in | |
// next() method. | |
if (start != 0) { | |
start += in.readLine(new Text(), 0, maxBytesToConsume(start)); | |
} | |
this.pos = start; | |
} | |
private int maxBytesToConsume(long pos) { | |
return isCompressedInput | |
? Integer.MAX_VALUE | |
: (int) Math.max(Math.min(Integer.MAX_VALUE, end - pos), maxLineLength); | |
} | |
private long getFilePosition() throws IOException { | |
long retVal; | |
if (isCompressedInput && null != filePosition) { | |
retVal = filePosition.getPos(); | |
} else { | |
retVal = pos; | |
} | |
return retVal; | |
} | |
private int skipUtfByteOrderMark() throws IOException { | |
// Strip BOM(Byte Order Mark) | |
// Text only support UTF-8, we only need to check UTF-8 BOM | |
// (0xEF,0xBB,0xBF) at the start of the text stream. | |
int newMaxLineLength = (int) Math.min(3L + (long) maxLineLength, | |
Integer.MAX_VALUE); | |
int newSize = in.readLine(value, newMaxLineLength, maxBytesToConsume(pos)); | |
// Even we read 3 extra bytes for the first line, | |
// we won't alter existing behavior (no backwards incompat issue). | |
// Because the newSize is less than maxLineLength and | |
// the number of bytes copied to Text is always no more than newSize. | |
// If the return size from readLine is not less than maxLineLength, | |
// we will discard the current line and read the next line. | |
pos += newSize; | |
int textLength = value.getLength(); | |
byte[] textBytes = value.getBytes(); | |
if ((textLength >= 3) && (textBytes[0] == (byte)0xEF) && | |
(textBytes[1] == (byte)0xBB) && (textBytes[2] == (byte)0xBF)) { | |
// find UTF-8 BOM, strip it. | |
LOG.info("Found UTF-8 BOM and skipped it"); | |
textLength -= 3; | |
newSize -= 3; | |
if (textLength > 0) { | |
// It may work to use the same buffer and not do the copyBytes | |
textBytes = value.copyBytes(); | |
value.set(textBytes, 3, textLength); | |
} else { | |
value.clear(); | |
} | |
} | |
return newSize; | |
} | |
public boolean nextKeyValue() throws IOException { | |
if (key == null) { | |
key = new LongWritable(); | |
} | |
key.set(pos); | |
if (value == null) { | |
value = new Text(); | |
} | |
int newSize = 0; | |
// We always read one extra line, which lies outside the upper | |
// split limit i.e. (end - 1) | |
while (getFilePosition() <= end || in.needAdditionalRecordAfterSplit()) { | |
if (pos == 0) { | |
newSize = skipUtfByteOrderMark(); | |
} else { | |
newSize = in.readLine(value, maxLineLength, maxBytesToConsume(pos)); | |
pos += newSize; | |
} | |
if ((newSize == 0) || (newSize < maxLineLength)) { | |
break; | |
} | |
// line too long. try again | |
LOG.info("Skipped line of size " + newSize + " at pos " + | |
(pos - newSize)); | |
} | |
if (newSize == 0) { | |
key = null; | |
value = null; | |
return false; | |
} else { | |
return true; | |
} | |
} | |
@Override | |
public LongWritable getCurrentKey() { | |
return key; | |
} | |
@Override | |
public Text getCurrentValue() { | |
return value; | |
} | |
/** | |
* Get the progress within the split | |
*/ | |
public float getProgress() throws IOException { | |
if (start == end) { | |
return 0.0f; | |
} else { | |
return Math.min(1.0f, (getFilePosition() - start) / (float)(end - start)); | |
} | |
} | |
public synchronized void close() throws IOException { | |
try { | |
if (in != null) { | |
in.close(); | |
} | |
} finally { | |
if (decompressor != null) { | |
CodecPool.returnDecompressor(decompressor); | |
} | |
} | |
} | |
} |
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