org.apache.hadoop.hbase.regionserver.HeapMemStoreLAB Maven / Gradle / Ivy
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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.hbase.regionserver;
import java.util.concurrent.BlockingQueue;
import java.util.concurrent.LinkedBlockingQueue;
import java.util.concurrent.atomic.AtomicBoolean;
import java.util.concurrent.atomic.AtomicInteger;
import java.util.concurrent.atomic.AtomicReference;
import org.apache.commons.logging.Log;
import org.apache.commons.logging.LogFactory;
import org.apache.hadoop.hbase.classification.InterfaceAudience;
import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.hbase.util.ByteRange;
import org.apache.hadoop.hbase.util.SimpleMutableByteRange;
import com.google.common.annotations.VisibleForTesting;
import com.google.common.base.Preconditions;
/**
* A memstore-local allocation buffer.
*
* The MemStoreLAB is basically a bump-the-pointer allocator that allocates
* big (2MB) byte[] chunks from and then doles it out to threads that request
* slices into the array.
*
* The purpose of this class is to combat heap fragmentation in the
* regionserver. By ensuring that all KeyValues in a given memstore refer
* only to large chunks of contiguous memory, we ensure that large blocks
* get freed up when the memstore is flushed.
*
* Without the MSLAB, the byte array allocated during insertion end up
* interleaved throughout the heap, and the old generation gets progressively
* more fragmented until a stop-the-world compacting collection occurs.
*
* TODO: we should probably benchmark whether word-aligning the allocations
* would provide a performance improvement - probably would speed up the
* Bytes.toLong/Bytes.toInt calls in KeyValue, but some of those are cached
* anyway
*/
@InterfaceAudience.Private
public class HeapMemStoreLAB implements MemStoreLAB {
static final String CHUNK_SIZE_KEY = "hbase.hregion.memstore.mslab.chunksize";
static final int CHUNK_SIZE_DEFAULT = 2048 * 1024;
static final String MAX_ALLOC_KEY = "hbase.hregion.memstore.mslab.max.allocation";
static final int MAX_ALLOC_DEFAULT = 256 * 1024; // allocs bigger than this don't go through
// allocator
static final Log LOG = LogFactory.getLog(HeapMemStoreLAB.class);
private AtomicReference curChunk = new AtomicReference();
// A queue of chunks contained by this memstore, used with chunk pool
private BlockingQueue chunkQueue = null;
final int chunkSize;
final int maxAlloc;
private final MemStoreChunkPool chunkPool;
// This flag is for closing this instance, its set when clearing snapshot of
// memstore
private volatile boolean closed = false;
// This flag is for reclaiming chunks. Its set when putting chunks back to
// pool
private AtomicBoolean reclaimed = new AtomicBoolean(false);
// Current count of open scanners which reading data from this MemStoreLAB
private final AtomicInteger openScannerCount = new AtomicInteger();
// Used in testing
public HeapMemStoreLAB() {
this(new Configuration());
}
public HeapMemStoreLAB(Configuration conf) {
chunkSize = conf.getInt(CHUNK_SIZE_KEY, CHUNK_SIZE_DEFAULT);
maxAlloc = conf.getInt(MAX_ALLOC_KEY, MAX_ALLOC_DEFAULT);
this.chunkPool = MemStoreChunkPool.getPool(conf);
// currently chunkQueue is only used for chunkPool
if (this.chunkPool != null) {
// set queue length to chunk pool max count to avoid keeping reference of
// too many non-reclaimable chunks
chunkQueue = new LinkedBlockingQueue(chunkPool.getMaxCount());
}
// if we don't exclude allocations >CHUNK_SIZE, we'd infiniteloop on one!
Preconditions.checkArgument(
maxAlloc <= chunkSize,
MAX_ALLOC_KEY + " must be less than " + CHUNK_SIZE_KEY);
}
/**
* Allocate a slice of the given length.
*
* If the size is larger than the maximum size specified for this
* allocator, returns null.
*/
@Override
public ByteRange allocateBytes(int size) {
Preconditions.checkArgument(size >= 0, "negative size");
// Callers should satisfy large allocations directly from JVM since they
// don't cause fragmentation as badly.
if (size > maxAlloc) {
return null;
}
while (true) {
Chunk c = getOrMakeChunk();
// Try to allocate from this chunk
int allocOffset = c.alloc(size);
if (allocOffset != -1) {
// We succeeded - this is the common case - small alloc
// from a big buffer
return new SimpleMutableByteRange(c.data, allocOffset, size);
}
// not enough space!
// try to retire this chunk
tryRetireChunk(c);
}
}
/**
* Close this instance since it won't be used any more, try to put the chunks
* back to pool
*/
@Override
public void close() {
this.closed = true;
// We could put back the chunks to pool for reusing only when there is no
// opening scanner which will read their data
if (chunkPool != null && openScannerCount.get() == 0
&& reclaimed.compareAndSet(false, true)) {
chunkPool.putbackChunks(this.chunkQueue);
}
}
/**
* Called when opening a scanner on the data of this MemStoreLAB
*/
@Override
public void incScannerCount() {
this.openScannerCount.incrementAndGet();
}
/**
* Called when closing a scanner on the data of this MemStoreLAB
*/
@Override
public void decScannerCount() {
int count = this.openScannerCount.decrementAndGet();
if (chunkPool != null && count == 0 && this.closed
&& reclaimed.compareAndSet(false, true)) {
chunkPool.putbackChunks(this.chunkQueue);
}
}
/**
* Try to retire the current chunk if it is still
* c. Postcondition is that curChunk.get()
* != c
* @param c the chunk to retire
* @return true if we won the race to retire the chunk
*/
private void tryRetireChunk(Chunk c) {
curChunk.compareAndSet(c, null);
// If the CAS succeeds, that means that we won the race
// to retire the chunk. We could use this opportunity to
// update metrics on external fragmentation.
//
// If the CAS fails, that means that someone else already
// retired the chunk for us.
}
/**
* Get the current chunk, or, if there is no current chunk,
* allocate a new one from the JVM.
*/
private Chunk getOrMakeChunk() {
while (true) {
// Try to get the chunk
Chunk c = curChunk.get();
if (c != null) {
return c;
}
// No current chunk, so we want to allocate one. We race
// against other allocators to CAS in an uninitialized chunk
// (which is cheap to allocate)
c = (chunkPool != null) ? chunkPool.getChunk() : new Chunk(chunkSize);
if (curChunk.compareAndSet(null, c)) {
// we won race - now we need to actually do the expensive
// allocation step
c.init();
if (chunkQueue != null && !this.closed && !this.chunkQueue.offer(c)) {
if (LOG.isTraceEnabled()) {
LOG.trace("Chunk queue is full, won't reuse this new chunk. Current queue size: "
+ chunkQueue.size());
}
}
return c;
} else if (chunkPool != null) {
chunkPool.putbackChunk(c);
}
// someone else won race - that's fine, we'll try to grab theirs
// in the next iteration of the loop.
}
}
@VisibleForTesting
Chunk getCurrentChunk() {
return this.curChunk.get();
}
@VisibleForTesting
BlockingQueue getChunkQueue() {
return this.chunkQueue;
}
/**
* A chunk of memory out of which allocations are sliced.
*/
static class Chunk {
/** Actual underlying data */
private byte[] data;
private static final int UNINITIALIZED = -1;
private static final int OOM = -2;
/**
* Offset for the next allocation, or the sentinel value -1
* which implies that the chunk is still uninitialized.
* */
private AtomicInteger nextFreeOffset = new AtomicInteger(UNINITIALIZED);
/** Total number of allocations satisfied from this buffer */
private AtomicInteger allocCount = new AtomicInteger();
/** Size of chunk in bytes */
private final int size;
/**
* Create an uninitialized chunk. Note that memory is not allocated yet, so
* this is cheap.
* @param size in bytes
*/
Chunk(int size) {
this.size = size;
}
/**
* Actually claim the memory for this chunk. This should only be called from
* the thread that constructed the chunk. It is thread-safe against other
* threads calling alloc(), who will block until the allocation is complete.
*/
public void init() {
assert nextFreeOffset.get() == UNINITIALIZED;
try {
if (data == null) {
data = new byte[size];
}
} catch (OutOfMemoryError e) {
boolean failInit = nextFreeOffset.compareAndSet(UNINITIALIZED, OOM);
assert failInit; // should be true.
throw e;
}
// Mark that it's ready for use
boolean initted = nextFreeOffset.compareAndSet(
UNINITIALIZED, 0);
// We should always succeed the above CAS since only one thread
// calls init()!
Preconditions.checkState(initted,
"Multiple threads tried to init same chunk");
}
/**
* Reset the offset to UNINITIALIZED before before reusing an old chunk
*/
void reset() {
if (nextFreeOffset.get() != UNINITIALIZED) {
nextFreeOffset.set(UNINITIALIZED);
allocCount.set(0);
}
}
/**
* Try to allocate size bytes from the chunk.
* @return the offset of the successful allocation, or -1 to indicate not-enough-space
*/
public int alloc(int size) {
while (true) {
int oldOffset = nextFreeOffset.get();
if (oldOffset == UNINITIALIZED) {
// The chunk doesn't have its data allocated yet.
// Since we found this in curChunk, we know that whoever
// CAS-ed it there is allocating it right now. So spin-loop
// shouldn't spin long!
Thread.yield();
continue;
}
if (oldOffset == OOM) {
// doh we ran out of ram. return -1 to chuck this away.
return -1;
}
if (oldOffset + size > data.length) {
return -1; // alloc doesn't fit
}
// Try to atomically claim this chunk
if (nextFreeOffset.compareAndSet(oldOffset, oldOffset + size)) {
// we got the alloc
allocCount.incrementAndGet();
return oldOffset;
}
// we raced and lost alloc, try again
}
}
@Override
public String toString() {
return "Chunk@" + System.identityHashCode(this) +
" allocs=" + allocCount.get() + "waste=" +
(data.length - nextFreeOffset.get());
}
@VisibleForTesting
int getNextFreeOffset() {
return this.nextFreeOffset.get();
}
}
}