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Posted to mapreduce-issues@hadoop.apache.org by "Lijie Xu (JIRA)" <ji...@apache.org> on 2012/12/17 04:10:15 UTC
[jira] [Created] (MAPREDUCE-4883) Reducer's Maximum Shuffle Buffer
Size should be enlarged for 64bit JVM
Lijie Xu created MAPREDUCE-4883:
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Summary: Reducer's Maximum Shuffle Buffer Size should be enlarged for 64bit JVM
Key: MAPREDUCE-4883
URL: https://issues.apache.org/jira/browse/MAPREDUCE-4883
Project: Hadoop Map/Reduce
Issue Type: Improvement
Affects Versions: 1.0.3, 0.20.2
Environment: Especially for 64bit JVM
Reporter: Lijie Xu
In hadoop-0.20.2, hadoop-1.0.3 or other versions, reducer's shuffle buffer size cannot exceed 2048MB (i.e., Integer.MAX_VALUE). This is reasonable for 32bit JVM.
But for 64bit JVM, although reducer's JVM size can be set more than 2048MB (e.g., mapred.child.java.opts=-Xmx4000m), the heap size used for shuffle buffer is at most "2048MB * maxInMemCopyUse (default 0.7)" not "4000MB * maxInMemCopyUse".
So the pointed piece of code in ReduceTask.java needs modification for 64bit JVM.
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private final long maxSize;
private final long maxSingleShuffleLimit;
private long size = 0;
private Object dataAvailable = new Object();
private long fullSize = 0;
private int numPendingRequests = 0;
private int numRequiredMapOutputs = 0;
private int numClosed = 0;
private boolean closed = false;
public ShuffleRamManager(Configuration conf) throws IOException {
final float maxInMemCopyUse =
conf.getFloat("mapred.job.shuffle.input.buffer.percent", 0.70f);
if (maxInMemCopyUse > 1.0 || maxInMemCopyUse < 0.0) {
throw new IOException("mapred.job.shuffle.input.buffer.percent" +
maxInMemCopyUse);
}
// Allow unit tests to fix Runtime memory
--> maxSize = (int)(conf.getInt("mapred.job.reduce.total.mem.bytes",
--> (int)Math.min(Runtime.getRuntime().maxMemory(), Integer.MAX_VALUE))
--> * maxInMemCopyUse);
maxSingleShuffleLimit = (long)(maxSize * MAX_SINGLE_SHUFFLE_SEGMENT_FRACTION);
LOG.info("ShuffleRamManager: MemoryLimit=" + maxSize +
", MaxSingleShuffleLimit=" + maxSingleShuffleLimit);
}
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