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Original file line number Diff line number Diff line change
Expand Up @@ -32,6 +32,7 @@
import org.apache.hadoop.hbase.HConstants;
import org.apache.hadoop.hbase.io.hfile.BlockType.BlockCategory;
import org.apache.hadoop.hbase.io.hfile.bucket.BucketCache;
import org.apache.hadoop.hbase.io.hfile.bucket.BufferedBucketCache;
import org.apache.hadoop.hbase.io.util.HeapMemorySizeUtil;
import org.apache.hadoop.hbase.util.ReflectionUtils;
import org.apache.hadoop.util.StringUtils;
Expand Down Expand Up @@ -151,6 +152,11 @@ public class CacheConfig {
private static final boolean DROP_BEHIND_CACHE_COMPACTION_DEFAULT = true;
public static final long DEFAULT_CACHE_COMPACTED_BLOCKS_ON_WRITE_THRESHOLD = Long.MAX_VALUE;

/**
* Parameter to turn on bucketcache ramBuffer.
*/
static final String RAM_BUFFER_ENABLE = "hbase.bucketcache.rambuffer.enable";
static final boolean RAM_BUFFER_ENABLE_DEFAULT = false;

/**
* @deprecated use {@link CacheConfig#BLOCKCACHE_BLOCKSIZE_KEY} instead.
Expand Down Expand Up @@ -738,9 +744,11 @@ private static BlockCache getBucketCache(Configuration c) {
"hbase.bucketcache.ioengine.errors.tolerated.duration",
BucketCache.DEFAULT_ERROR_TOLERATION_DURATION);
// Bucket cache logs its stats on creation internal to the constructor.
bucketCache = new BucketCache(bucketCacheIOEngineName,
bucketCacheSize, blockSize, bucketSizes, writerThreads, writerQueueLen, persistentPath,
ioErrorsTolerationDuration, c);
bucketCache = c.getBoolean(RAM_BUFFER_ENABLE, RAM_BUFFER_ENABLE_DEFAULT) ?
new BufferedBucketCache(bucketCacheIOEngineName, bucketCacheSize, blockSize, bucketSizes,
writerThreads, writerQueueLen, persistentPath, ioErrorsTolerationDuration, c) :
new BucketCache(bucketCacheIOEngineName, bucketCacheSize, blockSize, bucketSizes,
writerThreads, writerQueueLen, persistentPath, ioErrorsTolerationDuration, c);
} catch (IOException ioex) {
LOG.error("Can't instantiate bucket cache", ioex); throw new RuntimeException(ioex);
}
Expand Down
Original file line number Diff line number Diff line change
@@ -0,0 +1,131 @@
/**
* 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.io.hfile.bucket;

import com.google.common.cache.Cache;
import com.google.common.cache.CacheBuilder;
import com.google.common.cache.RemovalListener;
import com.google.common.cache.RemovalNotification;
import com.google.common.util.concurrent.ThreadFactoryBuilder;

import java.io.IOException;
import java.util.concurrent.Executors;
import java.util.concurrent.ScheduledExecutorService;
import java.util.concurrent.TimeUnit;
import java.util.concurrent.atomic.AtomicLong;

import org.apache.commons.logging.Log;
import org.apache.commons.logging.LogFactory;
import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.hbase.classification.InterfaceAudience;
import org.apache.hadoop.hbase.io.hfile.BlockCacheKey;
import org.apache.hadoop.hbase.io.hfile.Cacheable;

/**
* A {@link BucketCache} with RAMBuffer to reduce GC pressure.
*/
@InterfaceAudience.Private
public class BufferedBucketCache extends BucketCache {
private static final Log LOG = LogFactory.getLog(BufferedBucketCache.class);

static final String RAM_BUFFER_SIZE_RATIO = "hbase.bucketcache.rambuffer.ratio";
static final double RAM_BUFFER_SIZE_RATIO_DEFAULT = 0.1;
static final String RAM_BUFFER_TIMEOUT = "hbase.bucketcache.rambuffer.timeout"; // in seconds.
static final int RAM_BUFFER_TIMEOUT_DEFAULT = 60;

private final Cache<BlockCacheKey, Cacheable> ramBuffer;
private final long maxBufferSize;

private final AtomicLong ramBufferEvictCount = new AtomicLong(0);

private volatile float ramBufferThreshold;

private transient final ScheduledExecutorService scheduleThreadPool =
Executors.newScheduledThreadPool(1,
new ThreadFactoryBuilder().setNameFormat("RAMBufferAdjustExecutor").setDaemon(true).build());

public BufferedBucketCache(String ioEngineName, long capacity, int blockSize, int[] bucketSizes,
int writerThreadNum, int writerQLen, String persistencePath, int ioErrorsTolerationDuration,
Configuration conf) throws IOException {
super(ioEngineName, capacity, blockSize, bucketSizes, writerThreadNum, writerQLen,
persistencePath, ioErrorsTolerationDuration, conf);

maxBufferSize = (long) ((capacity / (double) blockSize) * conf.getDouble(RAM_BUFFER_SIZE_RATIO,
RAM_BUFFER_SIZE_RATIO_DEFAULT));
int timeout = conf.getInt(RAM_BUFFER_TIMEOUT, RAM_BUFFER_TIMEOUT_DEFAULT);
ramBuffer = CacheBuilder.newBuilder().
expireAfterAccess(timeout, TimeUnit.SECONDS).
maximumSize(maxBufferSize).
removalListener(new RemovalListener<BlockCacheKey, Cacheable>() {
@Override
public void onRemoval(RemovalNotification<BlockCacheKey, Cacheable> removalNotification) {
ramBufferEvictCount.incrementAndGet();
}
}).build();

// Adjust the cache threshold every minute.
scheduleThreadPool.scheduleAtFixedRate(
new RAMBufferAdjustThread(this), 60, 60,TimeUnit.SECONDS);
}

@Override
public Cacheable getBlock(BlockCacheKey key, boolean caching, boolean repeat,
boolean updateCacheMetrics) {
Cacheable block = ramBuffer.getIfPresent(key);
if (block != null) {
if (updateCacheMetrics) {
this.getStats().hit(caching, key.isPrimary(), key.getBlockType());
}
return block;
}
block = super.getBlock(key, caching, repeat, updateCacheMetrics);
if (block != null && ramBuffer.size() < maxBufferSize * ramBufferThreshold) {
ramBuffer.put(key, block);
}
return block;
}

private void updateRAMBufferThreshold(final float newThreshold) {
this.ramBufferThreshold = Math.max(Math.min(newThreshold, 1.0f), 0.01f);
}

static class RAMBufferAdjustThread extends Thread {
private final BufferedBucketCache bucketCache;

RAMBufferAdjustThread(BufferedBucketCache bucketCache) {
this.bucketCache = bucketCache;
}

@Override
public void run() {
long currentEvictCount = bucketCache.ramBufferEvictCount.get();
try {
Thread.sleep(10000);
} catch (InterruptedException e) {
LOG.info(e);
return;
}
long delta = (bucketCache.ramBufferEvictCount.get() - currentEvictCount) / 10;
if (delta > 100) {
bucketCache.updateRAMBufferThreshold((float) (bucketCache.ramBufferThreshold * 0.9));
} else if (delta < 10) {
bucketCache.updateRAMBufferThreshold((float) (bucketCache.ramBufferThreshold * 1.1));
}
}
}
}