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MAPREDUCE-5069. add concrete common implementations of CombineFileInputFormat (Sangjin Lee via bobby)

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git-svn-id: https://svn.apache.org/repos/asf/hadoop/common/trunk@1471424 13f79535-47bb-0310-9956-ffa450edef68
This commit is contained in:
Robert Joseph Evans 2013-04-24 14:11:50 +00:00
parent 4c662fd3fe
commit 0777474cc2
11 changed files with 1333 additions and 0 deletions
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3
hadoop-mapreduce-project/CHANGES.txt
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@ -209,6 +209,9 @@ Release 2.0.5-beta - UNRELEASED
MAPREDUCE-5175. Updated MR App to not set envs that will be set by NMs MAPREDUCE-5175. Updated MR App to not set envs that will be set by NMs
anyways after YARN-561. (Xuan Gong via vinodkv) anyways after YARN-561. (Xuan Gong via vinodkv)
MAPREDUCE-5069. add concrete common implementations of
CombineFileInputFormat (Sangjin Lee via bobby)
OPTIMIZATIONS OPTIMIZATIONS
MAPREDUCE-4974. Optimising the LineRecordReader initialize() method MAPREDUCE-4974. Optimising the LineRecordReader initialize() method

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hadoop-mapreduce-project/hadoop-mapreduce-client/hadoop-mapreduce-client-core/src/main/java/org/apache/hadoop/mapred/lib/CombineFileRecordReaderWrapper.java Normal file
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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.mapred.lib;
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.mapred.FileInputFormat;
import org.apache.hadoop.mapred.FileSplit;
import org.apache.hadoop.mapred.JobConf;
import org.apache.hadoop.mapred.RecordReader;
import org.apache.hadoop.mapred.Reporter;
/**
* A wrapper class for a record reader that handles a single file split. It
* delegates most of the methods to the wrapped instance. A concrete subclass
* needs to provide a constructor that calls this parent constructor with the
* appropriate input format. The subclass constructor must satisfy the specific
* constructor signature that is required by
* <code>CombineFileRecordReader</code>.
*
* Subclassing is needed to get a concrete record reader wrapper because of the
* constructor requirement.
*
* @see CombineFileRecordReader
* @see CombineFileInputFormat
*/
@InterfaceAudience.Public
@InterfaceStability.Stable
public abstract class CombineFileRecordReaderWrapper<K,V>
implements RecordReader<K,V> {
private final RecordReader<K,V> delegate;
protected CombineFileRecordReaderWrapper(FileInputFormat<K,V> inputFormat,
CombineFileSplit split, Configuration conf, Reporter reporter, Integer idx)
throws IOException {
FileSplit fileSplit = new FileSplit(split.getPath(idx),
split.getOffset(idx),
split.getLength(idx),
split.getLocations());
delegate = inputFormat.getRecordReader(fileSplit, (JobConf)conf, reporter);
}
public boolean next(K key, V value) throws IOException {
return delegate.next(key, value);
}
public K createKey() {
return delegate.createKey();
}
public V createValue() {
return delegate.createValue();
}
public long getPos() throws IOException {
return delegate.getPos();
}
public void close() throws IOException {
delegate.close();
}
public float getProgress() throws IOException {
return delegate.getProgress();
}
}

66
hadoop-mapreduce-project/hadoop-mapreduce-client/hadoop-mapreduce-client-core/src/main/java/org/apache/hadoop/mapred/lib/CombineSequenceFileInputFormat.java Normal file
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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.mapred.lib;
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.mapred.InputSplit;
import org.apache.hadoop.mapred.JobConf;
import org.apache.hadoop.mapred.RecordReader;
import org.apache.hadoop.mapred.Reporter;
import org.apache.hadoop.mapred.SequenceFileInputFormat;
/**
* Input format that is a <code>CombineFileInputFormat</code>-equivalent for
* <code>SequenceFileInputFormat</code>.
*
* @see CombineFileInputFormat
*/
@InterfaceAudience.Public
@InterfaceStability.Stable
public class CombineSequenceFileInputFormat<K,V>
extends CombineFileInputFormat<K,V> {
@SuppressWarnings({ "rawtypes", "unchecked" })
public RecordReader<K,V> getRecordReader(InputSplit split, JobConf conf,
Reporter reporter) throws IOException {
return new CombineFileRecordReader(conf, (CombineFileSplit)split, reporter,
SequenceFileRecordReaderWrapper.class);
}
/**
* A record reader that may be passed to <code>CombineFileRecordReader</code>
* so that it can be used in a <code>CombineFileInputFormat</code>-equivalent
* for <code>SequenceFileInputFormat</code>.
*
* @see CombineFileRecordReader
* @see CombineFileInputFormat
* @see SequenceFileInputFormat
*/
private static class SequenceFileRecordReaderWrapper<K,V>
extends CombineFileRecordReaderWrapper<K,V> {
// this constructor signature is required by CombineFileRecordReader
public SequenceFileRecordReaderWrapper(CombineFileSplit split,
Configuration conf, Reporter reporter, Integer idx) throws IOException {
super(new SequenceFileInputFormat<K,V>(), split, conf, reporter, idx);
}
}
}

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hadoop-mapreduce-project/hadoop-mapreduce-client/hadoop-mapreduce-client-core/src/main/java/org/apache/hadoop/mapred/lib/CombineTextInputFormat.java Normal file
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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.mapred.lib;
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.io.LongWritable;
import org.apache.hadoop.io.Text;
import org.apache.hadoop.mapred.InputSplit;
import org.apache.hadoop.mapred.JobConf;
import org.apache.hadoop.mapred.RecordReader;
import org.apache.hadoop.mapred.Reporter;
import org.apache.hadoop.mapred.TextInputFormat;
/**
* Input format that is a <code>CombineFileInputFormat</code>-equivalent for
* <code>TextInputFormat</code>.
*
* @see CombineFileInputFormat
*/
@InterfaceAudience.Public
@InterfaceStability.Stable
public class CombineTextInputFormat
extends CombineFileInputFormat<LongWritable,Text> {
@SuppressWarnings({ "rawtypes", "unchecked" })
public RecordReader<LongWritable,Text> getRecordReader(InputSplit split,
JobConf conf, Reporter reporter) throws IOException {
return new CombineFileRecordReader(conf, (CombineFileSplit)split, reporter,
TextRecordReaderWrapper.class);
}
/**
* A record reader that may be passed to <code>CombineFileRecordReader</code>
* so that it can be used in a <code>CombineFileInputFormat</code>-equivalent
* for <code>TextInputFormat</code>.
*
* @see CombineFileRecordReader
* @see CombineFileInputFormat
* @see TextInputFormat
*/
private static class TextRecordReaderWrapper
extends CombineFileRecordReaderWrapper<LongWritable,Text> {
// this constructor signature is required by CombineFileRecordReader
public TextRecordReaderWrapper(CombineFileSplit split, Configuration conf,
Reporter reporter, Integer idx) throws IOException {
super(new TextInputFormat(), split, conf, reporter, idx);
}
}
}

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hadoop-mapreduce-project/hadoop-mapreduce-client/hadoop-mapreduce-client-core/src/main/java/org/apache/hadoop/mapreduce/lib/input/CombineFileRecordReaderWrapper.java Normal file
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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.mapreduce.InputSplit;
import org.apache.hadoop.mapreduce.MRJobConfig;
import org.apache.hadoop.mapreduce.RecordReader;
import org.apache.hadoop.mapreduce.TaskAttemptContext;
/**
* A wrapper class for a record reader that handles a single file split. It
* delegates most of the methods to the wrapped instance. A concrete subclass
* needs to provide a constructor that calls this parent constructor with the
* appropriate input format. The subclass constructor must satisfy the specific
* constructor signature that is required by
* <code>CombineFileRecordReader</code>.
*
* Subclassing is needed to get a concrete record reader wrapper because of the
* constructor requirement.
*
* @see CombineFileRecordReader
* @see CombineFileInputFormat
*/
@InterfaceAudience.Public
@InterfaceStability.Stable
public abstract class CombineFileRecordReaderWrapper<K,V>
extends RecordReader<K,V> {
private final FileSplit fileSplit;
private final RecordReader<K,V> delegate;
protected CombineFileRecordReaderWrapper(FileInputFormat<K,V> inputFormat,
CombineFileSplit split, TaskAttemptContext context, Integer idx)
throws IOException, InterruptedException {
fileSplit = new FileSplit(split.getPath(idx),
split.getOffset(idx),
split.getLength(idx),
split.getLocations());
delegate = inputFormat.createRecordReader(fileSplit, context);
}
public void initialize(InputSplit split, TaskAttemptContext context)
throws IOException, InterruptedException {
// it really should be the same file split at the time the wrapper instance
// was created
assert fileSplitIsValid(context);
delegate.initialize(fileSplit, context);
}
private boolean fileSplitIsValid(TaskAttemptContext context) {
Configuration conf = context.getConfiguration();
long offset = conf.getLong(MRJobConfig.MAP_INPUT_START, 0L);
if (fileSplit.getStart() != offset) {
return false;
}
long length = conf.getLong(MRJobConfig.MAP_INPUT_PATH, 0L);
if (fileSplit.getLength() != length) {
return false;
}
String path = conf.get(MRJobConfig.MAP_INPUT_FILE);
if (!fileSplit.getPath().toString().equals(path)) {
return false;
}
return true;
}
public boolean nextKeyValue() throws IOException, InterruptedException {
return delegate.nextKeyValue();
}
public K getCurrentKey() throws IOException, InterruptedException {
return delegate.getCurrentKey();
}
public V getCurrentValue() throws IOException, InterruptedException {
return delegate.getCurrentValue();
}
public float getProgress() throws IOException, InterruptedException {
return delegate.getProgress();
}
public void close() throws IOException {
delegate.close();
}
}

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hadoop-mapreduce-project/hadoop-mapreduce-client/hadoop-mapreduce-client-core/src/main/java/org/apache/hadoop/mapreduce/lib/input/CombineSequenceFileInputFormat.java Normal file
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@ -0,0 +1,64 @@
/**
* 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.mapreduce.InputSplit;
import org.apache.hadoop.mapreduce.RecordReader;
import org.apache.hadoop.mapreduce.TaskAttemptContext;
/**
* Input format that is a <code>CombineFileInputFormat</code>-equivalent for
* <code>SequenceFileInputFormat</code>.
*
* @see CombineFileInputFormat
*/
@InterfaceAudience.Public
@InterfaceStability.Stable
public class CombineSequenceFileInputFormat<K,V>
extends CombineFileInputFormat<K,V> {
@SuppressWarnings({ "rawtypes", "unchecked" })
public RecordReader<K,V> createRecordReader(InputSplit split,
TaskAttemptContext context) throws IOException {
return new CombineFileRecordReader((CombineFileSplit)split, context,
SequenceFileRecordReaderWrapper.class);
}
/**
* A record reader that may be passed to <code>CombineFileRecordReader</code>
* so that it can be used in a <code>CombineFileInputFormat</code>-equivalent
* for <code>SequenceFileInputFormat</code>.
*
* @see CombineFileRecordReader
* @see CombineFileInputFormat
* @see SequenceFileInputFormat
*/
private static class SequenceFileRecordReaderWrapper<K,V>
extends CombineFileRecordReaderWrapper<K,V> {
// this constructor signature is required by CombineFileRecordReader
public SequenceFileRecordReaderWrapper(CombineFileSplit split,
TaskAttemptContext context, Integer idx)
throws IOException, InterruptedException {
super(new SequenceFileInputFormat<K,V>(), split, context, idx);
}
}
}

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hadoop-mapreduce-project/hadoop-mapreduce-client/hadoop-mapreduce-client-core/src/main/java/org/apache/hadoop/mapreduce/lib/input/CombineTextInputFormat.java Normal file
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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.io.LongWritable;
import org.apache.hadoop.io.Text;
import org.apache.hadoop.mapreduce.InputSplit;
import org.apache.hadoop.mapreduce.RecordReader;
import org.apache.hadoop.mapreduce.TaskAttemptContext;
/**
* Input format that is a <code>CombineFileInputFormat</code>-equivalent for
* <code>TextInputFormat</code>.
*
* @see CombineFileInputFormat
*/
@InterfaceAudience.Public
@InterfaceStability.Stable
public class CombineTextInputFormat
extends CombineFileInputFormat<LongWritable,Text> {
public RecordReader<LongWritable,Text> createRecordReader(InputSplit split,
TaskAttemptContext context) throws IOException {
return new CombineFileRecordReader<LongWritable,Text>(
(CombineFileSplit)split, context, TextRecordReaderWrapper.class);
}
/**
* A record reader that may be passed to <code>CombineFileRecordReader</code>
* so that it can be used in a <code>CombineFileInputFormat</code>-equivalent
* for <code>TextInputFormat</code>.
*
* @see CombineFileRecordReader
* @see CombineFileInputFormat
* @see TextInputFormat
*/
private static class TextRecordReaderWrapper
extends CombineFileRecordReaderWrapper<LongWritable,Text> {
// this constructor signature is required by CombineFileRecordReader
public TextRecordReaderWrapper(CombineFileSplit split,
TaskAttemptContext context, Integer idx)
throws IOException, InterruptedException {
super(new TextInputFormat(), split, context, idx);
}
}
}

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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.mapred;
import static junit.framework.Assert.assertEquals;
import static junit.framework.Assert.assertFalse;
import java.io.IOException;
import java.util.BitSet;
import java.util.Random;
import org.apache.commons.logging.Log;
import org.apache.commons.logging.LogFactory;
import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.fs.FileSystem;
import org.apache.hadoop.fs.Path;
import org.apache.hadoop.io.BytesWritable;
import org.apache.hadoop.io.IntWritable;
import org.apache.hadoop.io.SequenceFile;
import org.apache.hadoop.mapred.lib.CombineFileSplit;
import org.apache.hadoop.mapred.lib.CombineSequenceFileInputFormat;
import org.junit.Test;
public class TestCombineSequenceFileInputFormat {
private static final Log LOG =
LogFactory.getLog(TestCombineSequenceFileInputFormat.class);
private static Configuration conf = new Configuration();
private static FileSystem localFs = null;
static {
try {
conf.set("fs.defaultFS", "file:///");
localFs = FileSystem.getLocal(conf);
} catch (IOException e) {
throw new RuntimeException("init failure", e);
}
}
@SuppressWarnings("deprecation")
private static Path workDir =
new Path(new Path(System.getProperty("test.build.data", "/tmp")),
"TestCombineSequenceFileInputFormat").makeQualified(localFs);
@Test(timeout=10000)
public void testFormat() throws Exception {
JobConf job = new JobConf(conf);
Reporter reporter = Reporter.NULL;
Random random = new Random();
long seed = random.nextLong();
LOG.info("seed = "+seed);
random.setSeed(seed);
localFs.delete(workDir, true);
FileInputFormat.setInputPaths(job, workDir);
final int length = 10000;
final int numFiles = 10;
// create a file with various lengths
createFiles(length, numFiles, random);
// create a combine split for the files
InputFormat<IntWritable, BytesWritable> format =
new CombineSequenceFileInputFormat<IntWritable, BytesWritable>();
IntWritable key = new IntWritable();
BytesWritable value = new BytesWritable();
for (int i = 0; i < 3; i++) {
int numSplits =
random.nextInt(length/(SequenceFile.SYNC_INTERVAL/20))+1;
LOG.info("splitting: requesting = " + numSplits);
InputSplit[] splits = format.getSplits(job, numSplits);
LOG.info("splitting: got = " + splits.length);
// we should have a single split as the length is comfortably smaller than
// the block size
assertEquals("We got more than one splits!", 1, splits.length);
InputSplit split = splits[0];
assertEquals("It should be CombineFileSplit",
CombineFileSplit.class, split.getClass());
// check each split
BitSet bits = new BitSet(length);
RecordReader<IntWritable, BytesWritable> reader =
format.getRecordReader(split, job, reporter);
try {
while (reader.next(key, value)) {
assertFalse("Key in multiple partitions.", bits.get(key.get()));
bits.set(key.get());
}
} finally {
reader.close();
}
assertEquals("Some keys in no partition.", length, bits.cardinality());
}
}
private static class Range {
private final int start;
private final int end;
Range(int start, int end) {
this.start = start;
this.end = end;
}
@Override
public String toString() {
return "(" + start + ", " + end + ")";
}
}
private static Range[] createRanges(int length, int numFiles, Random random) {
// generate a number of files with various lengths
Range[] ranges = new Range[numFiles];
for (int i = 0; i < numFiles; i++) {
int start = i == 0 ? 0 : ranges[i-1].end;
int end = i == numFiles - 1 ?
length :
(length/numFiles)*(2*i + 1)/2 + random.nextInt(length/numFiles) + 1;
ranges[i] = new Range(start, end);
}
return ranges;
}
private static void createFiles(int length, int numFiles, Random random)
throws IOException {
Range[] ranges = createRanges(length, numFiles, random);
for (int i = 0; i < numFiles; i++) {
Path file = new Path(workDir, "test_" + i + ".seq");
// create a file with length entries
@SuppressWarnings("deprecation")
SequenceFile.Writer writer =
SequenceFile.createWriter(localFs, conf, file,
IntWritable.class, BytesWritable.class);
Range range = ranges[i];
try {
for (int j = range.start; j < range.end; j++) {
IntWritable key = new IntWritable(j);
byte[] data = new byte[random.nextInt(10)];
random.nextBytes(data);
BytesWritable value = new BytesWritable(data);
writer.append(key, value);
}
} finally {
writer.close();
}
}
}
}

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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.mapred;
import static junit.framework.Assert.assertEquals;
import static junit.framework.Assert.assertFalse;
import static junit.framework.Assert.fail;
import java.io.IOException;
import java.io.OutputStream;
import java.io.OutputStreamWriter;
import java.io.Writer;
import java.util.ArrayList;
import java.util.BitSet;
import java.util.List;
import java.util.Random;
import org.apache.commons.logging.Log;
import org.apache.commons.logging.LogFactory;
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.GzipCodec;
import org.apache.hadoop.mapred.lib.CombineFileSplit;
import org.apache.hadoop.mapred.lib.CombineTextInputFormat;
import org.apache.hadoop.util.ReflectionUtils;
import org.junit.Test;
public class TestCombineTextInputFormat {
private static final Log LOG =
LogFactory.getLog(TestCombineTextInputFormat.class);
private static JobConf defaultConf = new JobConf();
private static FileSystem localFs = null;
static {
try {
defaultConf.set("fs.defaultFS", "file:///");
localFs = FileSystem.getLocal(defaultConf);
} catch (IOException e) {
throw new RuntimeException("init failure", e);
}
}
@SuppressWarnings("deprecation")
private static Path workDir =
new Path(new Path(System.getProperty("test.build.data", "/tmp")),
"TestCombineTextInputFormat").makeQualified(localFs);
// A reporter that does nothing
private static final Reporter voidReporter = Reporter.NULL;
@Test(timeout=10000)
public void testFormat() throws Exception {
JobConf job = new JobConf(defaultConf);
Random random = new Random();
long seed = random.nextLong();
LOG.info("seed = "+seed);
random.setSeed(seed);
localFs.delete(workDir, true);
FileInputFormat.setInputPaths(job, workDir);
final int length = 10000;
final int numFiles = 10;
createFiles(length, numFiles, random);
// create a combined split for the files
CombineTextInputFormat format = new CombineTextInputFormat();
LongWritable key = new LongWritable();
Text value = new Text();
for (int i = 0; i < 3; i++) {
int numSplits = random.nextInt(length/20)+1;
LOG.info("splitting: requesting = " + numSplits);
InputSplit[] splits = format.getSplits(job, numSplits);
LOG.info("splitting: got = " + splits.length);
// we should have a single split as the length is comfortably smaller than
// the block size
assertEquals("We got more than one splits!", 1, splits.length);
InputSplit split = splits[0];
assertEquals("It should be CombineFileSplit",
CombineFileSplit.class, split.getClass());
// check the split
BitSet bits = new BitSet(length);
LOG.debug("split= " + split);
RecordReader<LongWritable, Text> reader =
format.getRecordReader(split, job, voidReporter);
try {
int count = 0;
while (reader.next(key, value)) {
int v = Integer.parseInt(value.toString());
LOG.debug("read " + v);
if (bits.get(v)) {
LOG.warn("conflict with " + v +
" at position "+reader.getPos());
}
assertFalse("Key in multiple partitions.", bits.get(v));
bits.set(v);
count++;
}
LOG.info("splits="+split+" count=" + count);
} finally {
reader.close();
}
assertEquals("Some keys in no partition.", length, bits.cardinality());
}
}
private static class Range {
private final int start;
private final int end;
Range(int start, int end) {
this.start = start;
this.end = end;
}
@Override
public String toString() {
return "(" + start + ", " + end + ")";
}
}
private static Range[] createRanges(int length, int numFiles, Random random) {
// generate a number of files with various lengths
Range[] ranges = new Range[numFiles];
for (int i = 0; i < numFiles; i++) {
int start = i == 0 ? 0 : ranges[i-1].end;
int end = i == numFiles - 1 ?
length :
(length/numFiles)*(2*i + 1)/2 + random.nextInt(length/numFiles) + 1;
ranges[i] = new Range(start, end);
}
return ranges;
}
private static void createFiles(int length, int numFiles, Random random)
throws IOException {
Range[] ranges = createRanges(length, numFiles, random);
for (int i = 0; i < numFiles; i++) {
Path file = new Path(workDir, "test_" + i + ".txt");
Writer writer = new OutputStreamWriter(localFs.create(file));
Range range = ranges[i];
try {
for (int j = range.start; j < range.end; j++) {
writer.write(Integer.toString(j));
writer.write("\n");
}
} finally {
writer.close();
}
}
}
private static void writeFile(FileSystem fs, Path name,
CompressionCodec codec,
String contents) throws IOException {
OutputStream stm;
if (codec == null) {
stm = fs.create(name);
} else {
stm = codec.createOutputStream(fs.create(name));
}
stm.write(contents.getBytes());
stm.close();
}
private static List<Text> readSplit(InputFormat<LongWritable,Text> format,
InputSplit split,
JobConf job) throws IOException {
List<Text> result = new ArrayList<Text>();
RecordReader<LongWritable, Text> reader =
format.getRecordReader(split, job, voidReporter);
LongWritable key = reader.createKey();
Text value = reader.createValue();
while (reader.next(key, value)) {
result.add(value);
value = reader.createValue();
}
reader.close();
return result;
}
/**
* Test using the gzip codec for reading
*/
@Test(timeout=10000)
public void testGzip() throws IOException {
JobConf job = new JobConf(defaultConf);
CompressionCodec gzip = new GzipCodec();
ReflectionUtils.setConf(gzip, job);
localFs.delete(workDir, true);
writeFile(localFs, new Path(workDir, "part1.txt.gz"), gzip,
"the quick\nbrown\nfox jumped\nover\n the lazy\n dog\n");
writeFile(localFs, new Path(workDir, "part2.txt.gz"), gzip,
"this is a test\nof gzip\n");
FileInputFormat.setInputPaths(job, workDir);
CombineTextInputFormat format = new CombineTextInputFormat();
InputSplit[] splits = format.getSplits(job, 100);
assertEquals("compressed splits == 1", 1, splits.length);
List<Text> results = readSplit(format, splits[0], job);
assertEquals("splits[0] length", 8, results.size());
final String[] firstList =
{"the quick", "brown", "fox jumped", "over", " the lazy", " dog"};
final String[] secondList = {"this is a test", "of gzip"};
String first = results.get(0).toString();
if (first.equals(firstList[0])) {
testResults(results, firstList, secondList);
} else if (first.equals(secondList[0])) {
testResults(results, secondList, firstList);
} else {
fail("unexpected first token!");
}
}
private static void testResults(List<Text> results, String[] first,
String[] second) {
for (int i = 0; i < first.length; i++) {
assertEquals("splits[0]["+i+"]", first[i], results.get(i).toString());
}
for (int i = 0; i < second.length; i++) {
int j = i + first.length;
assertEquals("splits[0]["+j+"]", second[i], results.get(j).toString());
}
}
}

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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 static junit.framework.Assert.assertEquals;
import static junit.framework.Assert.assertFalse;
import static junit.framework.Assert.assertNotNull;
import java.io.IOException;
import java.util.BitSet;
import java.util.List;
import java.util.Random;
import org.apache.commons.logging.Log;
import org.apache.commons.logging.LogFactory;
import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.fs.FileSystem;
import org.apache.hadoop.fs.Path;
import org.apache.hadoop.io.BytesWritable;
import org.apache.hadoop.io.IntWritable;
import org.apache.hadoop.io.SequenceFile;
import org.apache.hadoop.mapreduce.InputFormat;
import org.apache.hadoop.mapreduce.InputSplit;
import org.apache.hadoop.mapreduce.Job;
import org.apache.hadoop.mapreduce.MapContext;
import org.apache.hadoop.mapreduce.MapReduceTestUtil;
import org.apache.hadoop.mapreduce.RecordReader;
import org.apache.hadoop.mapreduce.TaskAttemptContext;
import org.apache.hadoop.mapreduce.task.MapContextImpl;
import org.junit.Test;
public class TestCombineSequenceFileInputFormat {
private static final Log LOG =
LogFactory.getLog(TestCombineSequenceFileInputFormat.class);
private static Configuration conf = new Configuration();
private static FileSystem localFs = null;
static {
try {
conf.set("fs.defaultFS", "file:///");
localFs = FileSystem.getLocal(conf);
} catch (IOException e) {
throw new RuntimeException("init failure", e);
}
}
private static Path workDir =
new Path(new Path(System.getProperty("test.build.data", "."), "data"),
"TestCombineSequenceFileInputFormat");
@Test(timeout=10000)
public void testFormat() throws IOException, InterruptedException {
Job job = Job.getInstance(conf);
Random random = new Random();
long seed = random.nextLong();
random.setSeed(seed);
localFs.delete(workDir, true);
FileInputFormat.setInputPaths(job, workDir);
final int length = 10000;
final int numFiles = 10;
// create files with a variety of lengths
createFiles(length, numFiles, random, job);
TaskAttemptContext context = MapReduceTestUtil.
createDummyMapTaskAttemptContext(job.getConfiguration());
// create a combine split for the files
InputFormat<IntWritable,BytesWritable> format =
new CombineSequenceFileInputFormat<IntWritable,BytesWritable>();
for (int i = 0; i < 3; i++) {
int numSplits =
random.nextInt(length/(SequenceFile.SYNC_INTERVAL/20)) + 1;
LOG.info("splitting: requesting = " + numSplits);
List<InputSplit> splits = format.getSplits(job);
LOG.info("splitting: got = " + splits.size());
// we should have a single split as the length is comfortably smaller than
// the block size
assertEquals("We got more than one splits!", 1, splits.size());
InputSplit split = splits.get(0);
assertEquals("It should be CombineFileSplit",
CombineFileSplit.class, split.getClass());
// check the split
BitSet bits = new BitSet(length);
RecordReader<IntWritable,BytesWritable> reader =
format.createRecordReader(split, context);
MapContext<IntWritable,BytesWritable,IntWritable,BytesWritable> mcontext =
new MapContextImpl<IntWritable,BytesWritable,IntWritable,BytesWritable>(job.getConfiguration(),
context.getTaskAttemptID(), reader, null, null,
MapReduceTestUtil.createDummyReporter(), split);
reader.initialize(split, mcontext);
assertEquals("reader class is CombineFileRecordReader.",
CombineFileRecordReader.class, reader.getClass());
try {
while (reader.nextKeyValue()) {
IntWritable key = reader.getCurrentKey();
BytesWritable value = reader.getCurrentValue();
assertNotNull("Value should not be null.", value);
final int k = key.get();
LOG.debug("read " + k);
assertFalse("Key in multiple partitions.", bits.get(k));
bits.set(k);
}
} finally {
reader.close();
}
assertEquals("Some keys in no partition.", length, bits.cardinality());
}
}
private static class Range {
private final int start;
private final int end;
Range(int start, int end) {
this.start = start;
this.end = end;
}
@Override
public String toString() {
return "(" + start + ", " + end + ")";
}
}
private static Range[] createRanges(int length, int numFiles, Random random) {
// generate a number of files with various lengths
Range[] ranges = new Range[numFiles];
for (int i = 0; i < numFiles; i++) {
int start = i == 0 ? 0 : ranges[i-1].end;
int end = i == numFiles - 1 ?
length :
(length/numFiles)*(2*i + 1)/2 + random.nextInt(length/numFiles) + 1;
ranges[i] = new Range(start, end);
}
return ranges;
}
private static void createFiles(int length, int numFiles, Random random,
Job job) throws IOException {
Range[] ranges = createRanges(length, numFiles, random);
for (int i = 0; i < numFiles; i++) {
Path file = new Path(workDir, "test_" + i + ".seq");
// create a file with length entries
@SuppressWarnings("deprecation")
SequenceFile.Writer writer =
SequenceFile.createWriter(localFs, job.getConfiguration(), file,
IntWritable.class, BytesWritable.class);
Range range = ranges[i];
try {
for (int j = range.start; j < range.end; j++) {
IntWritable key = new IntWritable(j);
byte[] data = new byte[random.nextInt(10)];
random.nextBytes(data);
BytesWritable value = new BytesWritable(data);
writer.append(key, value);
}
} finally {
writer.close();
}
}
}
}

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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 static junit.framework.Assert.assertEquals;
import static junit.framework.Assert.assertFalse;
import static junit.framework.Assert.assertNotNull;
import static junit.framework.Assert.fail;
import java.io.IOException;
import java.io.OutputStream;
import java.io.OutputStreamWriter;
import java.io.Writer;
import java.util.ArrayList;
import java.util.BitSet;
import java.util.List;
import java.util.Random;
import org.apache.commons.logging.Log;
import org.apache.commons.logging.LogFactory;
import org.apache.hadoop.conf.Configuration;
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.GzipCodec;
import org.apache.hadoop.mapreduce.InputFormat;
import org.apache.hadoop.mapreduce.InputSplit;
import org.apache.hadoop.mapreduce.Job;
import org.apache.hadoop.mapreduce.MapContext;
import org.apache.hadoop.mapreduce.MapReduceTestUtil;
import org.apache.hadoop.mapreduce.RecordReader;
import org.apache.hadoop.mapreduce.TaskAttemptContext;
import org.apache.hadoop.mapreduce.task.MapContextImpl;
import org.apache.hadoop.util.ReflectionUtils;
import org.junit.Test;
public class TestCombineTextInputFormat {
private static final Log LOG =
LogFactory.getLog(TestCombineTextInputFormat.class);
private static Configuration defaultConf = new Configuration();
private static FileSystem localFs = null;
static {
try {
defaultConf.set("fs.defaultFS", "file:///");
localFs = FileSystem.getLocal(defaultConf);
} catch (IOException e) {
throw new RuntimeException("init failure", e);
}
}
private static Path workDir =
new Path(new Path(System.getProperty("test.build.data", "."), "data"),
"TestCombineTextInputFormat");
@Test(timeout=10000)
public void testFormat() throws Exception {
Job job = Job.getInstance(new Configuration(defaultConf));
Random random = new Random();
long seed = random.nextLong();
LOG.info("seed = " + seed);
random.setSeed(seed);
localFs.delete(workDir, true);
FileInputFormat.setInputPaths(job, workDir);
final int length = 10000;
final int numFiles = 10;
// create files with various lengths
createFiles(length, numFiles, random);
// create a combined split for the files
CombineTextInputFormat format = new CombineTextInputFormat();
for (int i = 0; i < 3; i++) {
int numSplits = random.nextInt(length/20) + 1;
LOG.info("splitting: requesting = " + numSplits);
List<InputSplit> splits = format.getSplits(job);
LOG.info("splitting: got = " + splits.size());
// we should have a single split as the length is comfortably smaller than
// the block size
assertEquals("We got more than one splits!", 1, splits.size());
InputSplit split = splits.get(0);
assertEquals("It should be CombineFileSplit",
CombineFileSplit.class, split.getClass());
// check the split
BitSet bits = new BitSet(length);
LOG.debug("split= " + split);
TaskAttemptContext context = MapReduceTestUtil.
createDummyMapTaskAttemptContext(job.getConfiguration());
RecordReader<LongWritable, Text> reader =
format.createRecordReader(split, context);
assertEquals("reader class is CombineFileRecordReader.",
CombineFileRecordReader.class, reader.getClass());
MapContext<LongWritable,Text,LongWritable,Text> mcontext =
new MapContextImpl<LongWritable,Text,LongWritable,Text>(job.getConfiguration(),
context.getTaskAttemptID(), reader, null, null,
MapReduceTestUtil.createDummyReporter(), split);
reader.initialize(split, mcontext);
try {
int count = 0;
while (reader.nextKeyValue()) {
LongWritable key = reader.getCurrentKey();
assertNotNull("Key should not be null.", key);
Text value = reader.getCurrentValue();
final int v = Integer.parseInt(value.toString());
LOG.debug("read " + v);
assertFalse("Key in multiple partitions.", bits.get(v));
bits.set(v);
count++;
}
LOG.debug("split=" + split + " count=" + count);
} finally {
reader.close();
}
assertEquals("Some keys in no partition.", length, bits.cardinality());
}
}
private static class Range {
private final int start;
private final int end;
Range(int start, int end) {
this.start = start;
this.end = end;
}
@Override
public String toString() {
return "(" + start + ", " + end + ")";
}
}
private static Range[] createRanges(int length, int numFiles, Random random) {
// generate a number of files with various lengths
Range[] ranges = new Range[numFiles];
for (int i = 0; i < numFiles; i++) {
int start = i == 0 ? 0 : ranges[i-1].end;
int end = i == numFiles - 1 ?
length :
(length/numFiles)*(2*i + 1)/2 + random.nextInt(length/numFiles) + 1;
ranges[i] = new Range(start, end);
}
return ranges;
}
private static void createFiles(int length, int numFiles, Random random)
throws IOException {
Range[] ranges = createRanges(length, numFiles, random);
for (int i = 0; i < numFiles; i++) {
Path file = new Path(workDir, "test_" + i + ".txt");
Writer writer = new OutputStreamWriter(localFs.create(file));
Range range = ranges[i];
try {
for (int j = range.start; j < range.end; j++) {
writer.write(Integer.toString(j));
writer.write("\n");
}
} finally {
writer.close();
}
}
}
private static void writeFile(FileSystem fs, Path name,
CompressionCodec codec,
String contents) throws IOException {
OutputStream stm;
if (codec == null) {
stm = fs.create(name);
} else {
stm = codec.createOutputStream(fs.create(name));
}
stm.write(contents.getBytes());
stm.close();
}
private static List<Text> readSplit(InputFormat<LongWritable,Text> format,
InputSplit split, Job job) throws IOException, InterruptedException {
List<Text> result = new ArrayList<Text>();
Configuration conf = job.getConfiguration();
TaskAttemptContext context = MapReduceTestUtil.
createDummyMapTaskAttemptContext(conf);
RecordReader<LongWritable, Text> reader = format.createRecordReader(split,
MapReduceTestUtil.createDummyMapTaskAttemptContext(conf));
MapContext<LongWritable,Text,LongWritable,Text> mcontext =
new MapContextImpl<LongWritable,Text,LongWritable,Text>(conf,
context.getTaskAttemptID(), reader, null, null,
MapReduceTestUtil.createDummyReporter(),
split);
reader.initialize(split, mcontext);
while (reader.nextKeyValue()) {
result.add(new Text(reader.getCurrentValue()));
}
return result;
}
/**
* Test using the gzip codec for reading
*/
@Test(timeout=10000)
public void testGzip() throws IOException, InterruptedException {
Configuration conf = new Configuration(defaultConf);
CompressionCodec gzip = new GzipCodec();
ReflectionUtils.setConf(gzip, conf);
localFs.delete(workDir, true);
writeFile(localFs, new Path(workDir, "part1.txt.gz"), gzip,
"the quick\nbrown\nfox jumped\nover\n the lazy\n dog\n");
writeFile(localFs, new Path(workDir, "part2.txt.gz"), gzip,
"this is a test\nof gzip\n");
Job job = Job.getInstance(conf);
FileInputFormat.setInputPaths(job, workDir);
CombineTextInputFormat format = new CombineTextInputFormat();
List<InputSplit> splits = format.getSplits(job);
assertEquals("compressed splits == 1", 1, splits.size());
List<Text> results = readSplit(format, splits.get(0), job);
assertEquals("splits[0] length", 8, results.size());
final String[] firstList =
{"the quick", "brown", "fox jumped", "over", " the lazy", " dog"};
final String[] secondList = {"this is a test", "of gzip"};
String first = results.get(0).toString();
if (first.equals(firstList[0])) {
testResults(results, firstList, secondList);
} else if (first.equals(secondList[0])) {
testResults(results, secondList, firstList);
} else {
fail("unexpected first token!");
}
}
private static void testResults(List<Text> results, String[] first,
String[] second) {
for (int i = 0; i < first.length; i++) {
assertEquals("splits[0]["+i+"]", first[i], results.get(i).toString());
}
for (int i = 0; i < second.length; i++) {
int j = i + first.length;
assertEquals("splits[0]["+j+"]", second[i], results.get(j).toString());
}
}
}