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https://issues.apache.org/jira/browse/CASSANDRA-16154?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=17205331#comment-17205331
]
Vygantas Gedgaudas commented on CASSANDRA-16154:
------------------------------------------------
Cassandra version used: 3.11.0.
> OOM Error (Direct buffer memory) during intensive reading from large SSTables
> -----------------------------------------------------------------------------
>
> Key: CASSANDRA-16154
> URL: https://issues.apache.org/jira/browse/CASSANDRA-16154
> Project: Cassandra
> Issue Type: Bug
> Reporter: Vygantas Gedgaudas
> Priority: Normal
>
> Hello,
> We have a certain database, from when we are reading intensively leads to the
> following OOM error:
> {noformat}
> java.lang.OutOfMemoryError: Direct buffer memory
> at java.nio.Bits.reserveMemory(Bits.java:694) ~[na:1.8.0_212]
> at java.nio.DirectByteBuffer.<init>(DirectByteBuffer.java:123)
> ~[na:1.8.0_212]
> at java.nio.ByteBuffer.allocateDirect(ByteBuffer.java:311) ~[na:1.8.0_212]
> at
> org.apache.cassandra.utils.memory.BufferPool.allocate(BufferPool.java:110)
> ~[apache-cassandra-3.11.0.jar:3.11.0]
> at
> org.apache.cassandra.utils.memory.BufferPool.access$1000(BufferPool.java:46)
> ~[apache-cassandra-3.11.0.jar:3.11.0]
> at
> org.apache.cassandra.utils.memory.BufferPool$LocalPool.allocate(BufferPool.java:407)
> ~[apache-cassandra-3.11.0.jar:3.11.0]
> at
> org.apache.cassandra.utils.memory.BufferPool$LocalPool.access$000(BufferPool.java:334)
> ~[apache-cassandra-3.11.0.jar:3.11.0]
> at
> org.apache.cassandra.utils.memory.BufferPool.takeFromPool(BufferPool.java:122)
> ~[apache-cassandra-3.11.0.jar:3.11.0]
> at org.apache.cassandra.utils.memory.BufferPool.get(BufferPool.java:94)
> ~[apache-cassandra-3.11.0.jar:3.11.0]
> at org.apache.cassandra.cache.ChunkCache.load(ChunkCache.java:155)
> ~[apache-cassandra-3.11.0.jar:3.11.0]
> at org.apache.cassandra.cache.ChunkCache.load(ChunkCache.java:39)
> ~[apache-cassandra-3.11.0.jar:3.11.0]
> at
> com.github.benmanes.caffeine.cache.BoundedLocalCache$BoundedLocalLoadingCache.lambda$new$0(BoundedLocalCache.java:2949)
> ~[caffeine-2.2.6.jar:na]
> at
> com.github.benmanes.caffeine.cache.BoundedLocalCache.lambda$doComputeIfAbsent$15(BoundedLocalCache.java:1807)
> ~[caffeine-2.2.6.jar:na]
> at
> java.util.concurrent.ConcurrentHashMap.compute(ConcurrentHashMap.java:1853)
> ~[na:1.8.0_212]
> at
> com.github.benmanes.caffeine.cache.BoundedLocalCache.doComputeIfAbsent(BoundedLocalCache.java:1805)
> ~[caffeine-2.2.6.jar:na]
> at
> com.github.benmanes.caffeine.cache.BoundedLocalCache.computeIfAbsent(BoundedLocalCache.java:1788)
> ~[caffeine-2.2.6.jar:na]
> at
> com.github.benmanes.caffeine.cache.LocalCache.computeIfAbsent(LocalCache.java:97)
> ~[caffeine-2.2.6.jar:na]
> at
> com.github.benmanes.caffeine.cache.LocalLoadingCache.get(LocalLoadingCache.java:66)
> ~[caffeine-2.2.6.jar:na]
> at
> org.apache.cassandra.cache.ChunkCache$CachingRebufferer.rebuffer(ChunkCache.java:235)
> ~[apache-cassandra-3.11.0.jar:3.11.0]
> at
> org.apache.cassandra.cache.ChunkCache$CachingRebufferer.rebuffer(ChunkCache.java:213)
> ~[apache-cassandra-3.11.0.jar:3.11.0]
> at
> org.apache.cassandra.io.util.RandomAccessReader.reBufferAt(RandomAccessReader.java:65)
> ~[apache-cassandra-3.11.0.jar:3.11.0]
> at
> org.apache.cassandra.io.util.RandomAccessReader.seek(RandomAccessReader.java:207)
> ~[apache-cassandra-3.11.0.jar:3.11.0]
> at org.apache.cassandra.io.util.FileHandle.createReader(FileHandle.java:150)
> ~[apache-cassandra-3.11.0.jar:3.11.0]
> at
> org.apache.cassandra.io.sstable.format.SSTableReader.getFileDataInput(SSTableReader.java:1767)
> ~[apache-cassandra-3.11.0.jar:3.11.0]
> at
> org.apache.cassandra.db.columniterator.AbstractSSTableIterator.<init>(AbstractSSTableIterator.java:103)
> ~[apache-cassandra-3.11.0.jar:3.11.0]
> at
> org.apache.cassandra.db.columniterator.SSTableIterator.<init>(SSTableIterator.java:49)
> ~[apache-cassandra-3.11.0.jar:3.11.0]
> at
> org.apache.cassandra.io.sstable.format.big.BigTableReader.iterator(BigTableReader.java:72)
> ~[apache-cassandra-3.11.0.jar:3.11.0]
> at
> org.apache.cassandra.io.sstable.format.big.BigTableReader.iterator(BigTableReader.java:65)
> ~[apache-cassandra-3.11.0.jar:3.11.0]
> at
> org.apache.cassandra.db.rows.UnfilteredRowIteratorWithLowerBound.initializeIterator(UnfilteredRowIteratorWithLowerBound.java:107)
> ~[apache-cassandra-3.11.0.jar:3.11.0]
> at
> org.apache.cassandra.db.rows.LazilyInitializedUnfilteredRowIterator.maybeInit(LazilyInitializedUnfilteredRowIterator.java:48)
> ~[apache-cassandra-3.11.0.jar:3.11.0]
> at
> org.apache.cassandra.db.rows.UnfilteredRowIteratorWithLowerBound.getPartitionIndexLowerBound(UnfilteredRowIteratorWithLowerBound.java:191)
> ~[apache-cassandra-3.11.0.jar:3.11.0]
> at
> org.apache.cassandra.db.rows.UnfilteredRowIteratorWithLowerBound.lowerBound(UnfilteredRowIteratorWithLowerBound.java:88)
> ~[apache-cassandra-3.11.0.jar:3.11.0]
> at
> org.apache.cassandra.db.rows.UnfilteredRowIteratorWithLowerBound.lowerBound(UnfilteredRowIteratorWithLowerBound.java:47)
> ~[apache-cassandra-3.11.0.jar:3.11.0]
> at
> org.apache.cassandra.utils.MergeIterator$Candidate.<init>(MergeIterator.java:362)
> ~[apache-cassandra-3.11.0.jar:3.11.0]
> at
> org.apache.cassandra.utils.MergeIterator$ManyToOne.<init>(MergeIterator.java:147)
> ~[apache-cassandra-3.11.0.jar:3.11.0]
> at org.apache.cassandra.utils.MergeIterator.get(MergeIterator.java:44)
> ~[apache-cassandra-3.11.0.jar:3.11.0]
> at
> org.apache.cassandra.db.rows.UnfilteredRowIterators$UnfilteredRowMergeIterator.<init>(UnfilteredRowIterators.java:381)
> ~[apache-cassandra-3.11.0.jar:3.11.0]
> at
> org.apache.cassandra.db.rows.UnfilteredRowIterators$UnfilteredRowMergeIterator.create(UnfilteredRowIterators.java:397)
> ~[apache-cassandra-3.11.0.jar:3.11.0]
> at
> org.apache.cassandra.db.rows.UnfilteredRowIterators$UnfilteredRowMergeIterator.access$000(UnfilteredRowIterators.java:360)
> ~[apache-cassandra-3.11.0.jar:3.11.0]
> at
> org.apache.cassandra.db.rows.UnfilteredRowIterators.merge(UnfilteredRowIterators.java:121)
> ~[apache-cassandra-3.11.0.jar:3.11.0]
> at
> org.apache.cassandra.db.SinglePartitionReadCommand.withSSTablesIterated(SinglePartitionReadCommand.java:693)
> ~[apache-cassandra-3.11.0.jar:3.11.0]
> at
> org.apache.cassandra.db.SinglePartitionReadCommand.queryMemtableAndDiskInternal(SinglePartitionReadCommand.java:639)
> ~[apache-cassandra-3.11.0.jar:3.11.0]
> at
> org.apache.cassandra.db.SinglePartitionReadCommand.queryMemtableAndDisk(SinglePartitionReadCommand.java:514)
> ~[apache-cassandra-3.11.0.jar:3.11.0]
> at
> org.apache.cassandra.db.SinglePartitionReadCommand.queryStorage(SinglePartitionReadCommand.java:376)
> ~[apache-cassandra-3.11.0.jar:3.11.0]
> at org.apache.cassandra.db.ReadCommand.executeLocally(ReadCommand.java:407)
> ~[apache-cassandra-3.11.0.jar:3.11.0]
> at
> org.apache.cassandra.service.StorageProxy$LocalReadRunnable.runMayThrow(StorageProxy.java:1882)
> ~[apache-cassandra-3.11.0.jar:3.11.0]
> at
> org.apache.cassandra.service.StorageProxy$DroppableRunnable.run(StorageProxy.java:2587)
> ~[apache-cassandra-3.11.0.jar:3.11.0]
> at java.util.concurrent.Executors$RunnableAdapter.call(Executors.java:511)
> ~[na:1.8.0_212]
> at
> org.apache.cassandra.concurrent.AbstractLocalAwareExecutorService$FutureTask.run(AbstractLocalAwareExecutorService.java:162)
> ~[apache-cassandra-3.11.0.jar:3.11.0]
> at
> org.apache.cassandra.concurrent.SEPExecutor.maybeExecuteImmediately(SEPExecutor.java:194)
> [apache-cassandra-3.11.0.jar:3.11.0]
> at
> org.apache.cassandra.service.AbstractReadExecutor.makeRequests(AbstractReadExecutor.java:117)
> [apache-cassandra-3.11.0.jar:3.11.0]
> at
> org.apache.cassandra.service.AbstractReadExecutor.makeDataRequests(AbstractReadExecutor.java:85)
> [apache-cassandra-3.11.0.jar:3.11.0]
> at
> org.apache.cassandra.service.AbstractReadExecutor$NeverSpeculatingReadExecutor.executeAsync(AbstractReadExecutor.java:220)
> [apache-cassandra-3.11.0.jar:3.11.0]
> at
> org.apache.cassandra.service.StorageProxy$SinglePartitionReadLifecycle.doInitialQueries(StorageProxy.java:1786)
> [apache-cassandra-3.11.0.jar:3.11.0]
> at
> org.apache.cassandra.service.StorageProxy.fetchRows(StorageProxy.java:1739)
> [apache-cassandra-3.11.0.jar:3.11.0]
> at
> org.apache.cassandra.service.StorageProxy.readRegular(StorageProxy.java:1682)
> [apache-cassandra-3.11.0.jar:3.11.0]
> at org.apache.cassandra.service.StorageProxy.read(StorageProxy.java:1597)
> [apache-cassandra-3.11.0.jar:3.11.0]
> at org.apache.cassandra.thrift.CassandraServer.read(CassandraServer.java:96)
> [apache-cassandra-3.11.0.jar:3.11.0]
> at
> org.apache.cassandra.thrift.CassandraServer.getSlice(CassandraServer.java:263)
> [apache-cassandra-3.11.0.jar:3.11.0]
> at
> org.apache.cassandra.thrift.CassandraServer.multigetSliceInternal(CassandraServer.java:570)
> [apache-cassandra-3.11.0.jar:3.11.0]
> at
> org.apache.cassandra.thrift.CassandraServer.getSliceInternal(CassandraServer.java:323)
> [apache-cassandra-3.11.0.jar:3.11.0]
> at
> org.apache.cassandra.thrift.CassandraServer.get_slice(CassandraServer.java:300)
> [apache-cassandra-3.11.0.jar:3.11.0]
> at
> org.apache.cassandra.thrift.Cassandra$Processor$get_slice.getResult(Cassandra.java:3659)
> [apache-cassandra-thrift-3.11.0.jar:3.11.0]
> at
> org.apache.cassandra.thrift.Cassandra$Processor$get_slice.getResult(Cassandra.java:3643)
> [apache-cassandra-thrift-3.11.0.jar:3.11.0]
> at org.apache.thrift.ProcessFunction.process(ProcessFunction.java:39)
> [libthrift-0.9.2.jar:0.9.2]
> at org.apache.thrift.TBaseProcessor.process(TBaseProcessor.java:39)
> [libthrift-0.9.2.jar:0.9.2]
> at
> org.apache.cassandra.thrift.CustomTThreadPoolServer$WorkerProcess.run(CustomTThreadPoolServer.java:206)
> [apache-cassandra-3.11.0.jar:3.11.0]
> at
> java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1149)
> [na:1.8.0_212]
> at
> java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:624)
> [na:1.8.0_212]
> at
> org.apache.cassandra.concurrent.NamedThreadFactory.lambda$threadLocalDeallocator$0(NamedThreadFactory.java:81)
> [apache-cassandra-3.11.0.jar:3.11.0]
> at java.lang.Thread.run(Thread.java:748) ~[na:1.8.0_212]{noformat}
> This happens when we are doing large numbers of small reads from a CF that
> has many Gigabytes worth of data and it has SSTables that are up to almost 7
> GB. I have tried to investigate/debug the issue myself, however, I have no
> definitive answer to myself yet whether this an expected result in given
> conditions or is it a bug.
> What I have found so far is that the if I stop the whole VM on
> OutOfMemoryError, or just before it happens, I can see that ChunkCache is
> exceeding its maximum size (which is by default 512MiB in my case) and it is
> exceeding it by a lot. For example, I find that in a situation of a usual
> load, the cache would have near 8K entries maximum. This seems logical, since
> roughly that many chunks of 64kb are needed to fill the cache. However, when
> it runs out of memory it would find the cache containing more than 50K
> entries. This is more than 10 times of its specified maximum size. My
> question is: is that expected in a heavy load situation and what measures
> should I take to handle this?
> If this is not expected, then I see it being potentially caused by the
> Caffeine cache that is used for ChunkCache. After looking into its
> implementation and any information that I could find on the internet, I am
> pretty confident that it is quite expected that this cache may exceed its
> maximum size.
> I would have yet to write a stress test for the cache that would be
> intensively loading into it by multiple threads (which happens in Cassandra a
> lot), but I am pretty sure that it is possible to provoke this cache to go
> into a "runaway" situation where eviction from it wouldn't simply keep up at
> times. Besides, I could not find any mechanism within that cache that would
> allow for a substantial throttling of new inserts/loads into it, or somehow
> forcing eviction after the maximum size is exceeded. To be exact, the
> eviction would happen, but it does not prevent other threads to continue
> inserting new entries into the cache, and also there seems to be by design
> (or bug) that these other threads may only "eventually" see the update of the
> state of the cache from "evicting" to "not evicting anymore", and thus not
> initiating subsequent evictions even though they're needed.
> So my another question is the following: was it considered that Caffeine
> cache may exceed the specified maximum size when it was chosen for the
> ChunkCache, and thus is what I am observing a normal behavior in some heavy
> load situations?
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