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Posted to dev@flink.apache.org by "Emre Kartoglu (Jira)" <ji...@apache.org> on 2023/10/03 10:43:00 UTC
[jira] [Created] (FLINK-33178) Highly parallel apps suffer from bottleneck in NativePRNG
Emre Kartoglu created FLINK-33178:
-------------------------------------
Summary: Highly parallel apps suffer from bottleneck in NativePRNG
Key: FLINK-33178
URL: https://issues.apache.org/jira/browse/FLINK-33178
Project: Flink
Issue Type: Improvement
Components: Runtime / Network
Affects Versions: 1.13.2
Reporter: Emre Kartoglu
I observed the below thread dumps that highlighted a potential bottleneck in Flink/Netty/JDK. The application (Flink 1.13) from which I took the thread dumps had very high parallelism and was distributed on nodes with >150GB random access memory.
It appears that there is a call to "Arrays.copyOfRange" in a syncrhonized block in "sun.security.provider.NativePRNG", which blocks other threads waiting for the lock to the same synchronized block. This appears to be a problem only with highly parallel applications. I don't know exactly at what parallelism it starts becoming a problem, and how much of a bottleneck it actually is.
I was also slightly hesitant about creating a Flink ticket as the improvement could well be made in Netty or even JDK. But I believe we should have a record of the issue in Flink Jira.
Related: [https://bugs.openjdk.org/browse/JDK-8278371]
{code:java}
"Flink Netty Server (6121) Thread 43" #930 daemon prio=5 os_prio=0 cpu=2298176.43ms elapsed=44352.31s allocated=155G defined_classes=0 tid=0x00007f0a3397f800 nid=0x519 waiting for monitor entry [0x00007efc5d549000]
java.lang.Thread.State: BLOCKED (on object monitor)
at sun.security.provider.NativePRNG$RandomIO.implNextBytes(java.base@11.0.18/NativePRNG.java:544)
- waiting to lock <0x00007f0b62c2eee8> (a java.lang.Object)
at sun.security.provider.NativePRNG.engineNextBytes(java.base@11.0.18/NativePRNG.java:220)
at java.security.SecureRandom.nextBytes(java.base@11.0.18/SecureRandom.java:751)
at sun.security.ssl.SSLCipher$T11BlockWriteCipherGenerator$BlockWriteCipher.encrypt(java.base@11.0.18/SSLCipher.java:1498)
at sun.security.ssl.OutputRecord.t10Encrypt(java.base@11.0.18/OutputRecord.java:441)
at sun.security.ssl.OutputRecord.encrypt(java.base@11.0.18/OutputRecord.java:345)
at sun.security.ssl.SSLEngineOutputRecord.encode(java.base@11.0.18/SSLEngineOutputRecord.java:287)
at sun.security.ssl.SSLEngineOutputRecord.encode(java.base@11.0.18/SSLEngineOutputRecord.java:189)
at sun.security.ssl.SSLEngineImpl.encode(java.base@11.0.18/SSLEngineImpl.java:285)
at sun.security.ssl.SSLEngineImpl.writeRecord(java.base@11.0.18/SSLEngineImpl.java:231)
at sun.security.ssl.SSLEngineImpl.wrap(java.base@11.0.18/SSLEngineImpl.java:136)
- eliminated <0x00007f0b6aab70c8> (a sun.security.ssl.SSLEngineImpl)
at sun.security.ssl.SSLEngineImpl.wrap(java.base@11.0.18/SSLEngineImpl.java:116)
- locked <0x00007f0b6aab70c8> (a sun.security.ssl.SSLEngineImpl)
at javax.net.ssl.SSLEngine.wrap(java.base@11.0.18/SSLEngine.java:522)
at org.apache.flink.shaded.netty4.io.netty.handler.ssl.SslHandler.wrap(SslHandler.java:1071)
at org.apache.flink.shaded.netty4.io.netty.handler.ssl.SslHandler.wrap(SslHandler.java:843)
at org.apache.flink.shaded.netty4.io.netty.handler.ssl.SslHandler.wrapAndFlush(SslHandler.java:811)
at org.apache.flink.shaded.netty4.io.netty.handler.ssl.SslHandler.flush(SslHandler.java:792)
at org.apache.flink.shaded.netty4.io.netty.channel.AbstractChannelHandlerContext.invokeFlush0(AbstractChannelHandlerContext.java:750)
at org.apache.flink.shaded.netty4.io.netty.channel.AbstractChannelHandlerContext.invokeFlush(AbstractChannelHandlerContext.java:742)
at org.apache.flink.shaded.netty4.io.netty.channel.AbstractChannelHandlerContext.flush(AbstractChannelHandlerContext.java:728)
at org.apache.flink.shaded.netty4.io.netty.channel.ChannelOutboundHandlerAdapter.flush(ChannelOutboundHandlerAdapter.java:125)
at org.apache.flink.shaded.netty4.io.netty.channel.AbstractChannelHandlerContext.invokeFlush0(AbstractChannelHandlerContext.java:750)
at org.apache.flink.shaded.netty4.io.netty.channel.AbstractChannelHandlerContext.invokeWriteAndFlush(AbstractChannelHandlerContext.java:765)
at org.apache.flink.shaded.netty4.io.netty.channel.AbstractChannelHandlerContext.write(AbstractChannelHandlerContext.java:790)
at org.apache.flink.shaded.netty4.io.netty.channel.AbstractChannelHandlerContext.writeAndFlush(AbstractChannelHandlerContext.java:758)
at org.apache.flink.shaded.netty4.io.netty.channel.AbstractChannelHandlerContext.writeAndFlush(AbstractChannelHandlerContext.java:808)
at org.apache.flink.shaded.netty4.io.netty.channel.DefaultChannelPipeline.writeAndFlush(DefaultChannelPipeline.java:1025)
at org.apache.flink.shaded.netty4.io.netty.channel.AbstractChannel.writeAndFlush(AbstractChannel.java:294)
at org.apache.flink.runtime.io.network.netty.PartitionRequestQueue.writeAndFlushNextMessageIfPossible(PartitionRequestQueue.java:246)
at org.apache.flink.runtime.io.network.netty.PartitionRequestQueue.enqueueAvailableReader(PartitionRequestQueue.java:110)
at org.apache.flink.runtime.io.network.netty.PartitionRequestQueue.userEventTriggered(PartitionRequestQueue.java:173)
at org.apache.flink.shaded.netty4.io.netty.channel.AbstractChannelHandlerContext.invokeUserEventTriggered(AbstractChannelHandlerContext.java:346)
at org.apache.flink.shaded.netty4.io.netty.channel.AbstractChannelHandlerContext.invokeUserEventTriggered(AbstractChannelHandlerContext.java:332)
at org.apache.flink.shaded.netty4.io.netty.channel.AbstractChannelHandlerContext.fireUserEventTriggered(AbstractChannelHandlerContext.java:324)
at org.apache.flink.shaded.netty4.io.netty.channel.ChannelInboundHandlerAdapter.userEventTriggered(ChannelInboundHandlerAdapter.java:117)
at org.apache.flink.shaded.netty4.io.netty.handler.codec.ByteToMessageDecoder.userEventTriggered(ByteToMessageDecoder.java:365)
at org.apache.flink.shaded.netty4.io.netty.channel.AbstractChannelHandlerContext.invokeUserEventTriggered(AbstractChannelHandlerContext.java:346)
at org.apache.flink.shaded.netty4.io.netty.channel.AbstractChannelHandlerContext.invokeUserEventTriggered(AbstractChannelHandlerContext.java:332)
at org.apache.flink.shaded.netty4.io.netty.channel.AbstractChannelHandlerContext.fireUserEventTriggered(AbstractChannelHandlerContext.java:324)
at org.apache.flink.shaded.netty4.io.netty.channel.ChannelInboundHandlerAdapter.userEventTriggered(ChannelInboundHandlerAdapter.java:117)
at org.apache.flink.shaded.netty4.io.netty.handler.codec.ByteToMessageDecoder.userEventTriggered(ByteToMessageDecoder.java:365)
at org.apache.flink.shaded.netty4.io.netty.channel.AbstractChannelHandlerContext.invokeUserEventTriggered(AbstractChannelHandlerContext.java:346)
at org.apache.flink.shaded.netty4.io.netty.channel.AbstractChannelHandlerContext.invokeUserEventTriggered(AbstractChannelHandlerContext.java:332)
at org.apache.flink.shaded.netty4.io.netty.channel.AbstractChannelHandlerContext.fireUserEventTriggered(AbstractChannelHandlerContext.java:324)
at org.apache.flink.shaded.netty4.io.netty.channel.DefaultChannelPipeline$HeadContext.userEventTriggered(DefaultChannelPipeline.java:1428)
at org.apache.flink.shaded.netty4.io.netty.channel.AbstractChannelHandlerContext.invokeUserEventTriggered(AbstractChannelHandlerContext.java:346)
at org.apache.flink.shaded.netty4.io.netty.channel.AbstractChannelHandlerContext.invokeUserEventTriggered(AbstractChannelHandlerContext.java:332)
at org.apache.flink.shaded.netty4.io.netty.channel.DefaultChannelPipeline.fireUserEventTriggered(DefaultChannelPipeline.java:913)
at org.apache.flink.runtime.io.network.netty.PartitionRequestQueue.lambda$notifyReaderNonEmpty$0(PartitionRequestQueue.java:89)
at org.apache.flink.runtime.io.network.netty.PartitionRequestQueue$$Lambda$1875/0x00007efc8a13b4b0.run(Unknown Source)
at org.apache.flink.shaded.netty4.io.netty.util.concurrent.AbstractEventExecutor.safeExecute(AbstractEventExecutor.java:164)
at org.apache.flink.shaded.netty4.io.netty.util.concurrent.SingleThreadEventExecutor.runAllTasks(SingleThreadEventExecutor.java:472)
at org.apache.flink.shaded.netty4.io.netty.channel.epoll.EpollEventLoop.run(EpollEventLoop.java:384)
at org.apache.flink.shaded.netty4.io.netty.util.concurrent.SingleThreadEventExecutor$4.run(SingleThreadEventExecutor.java:989)
at org.apache.flink.shaded.netty4.io.netty.util.internal.ThreadExecutorMap$2.run(ThreadExecutorMap.java:74)
at java.lang.Thread.run(java.base@11.0.18/Thread.java:829)"Flink Netty Server (6121) Thread 42" #929 daemon prio=5 os_prio=0 cpu=2371118.12ms elapsed=44352.38s allocated=162G defined_classes=0 tid=0x00007f0a3397e800 nid=0x518 runnable [0x00007f0a1997c000]
java.lang.Thread.State: RUNNABLE
at java.util.Arrays.copyOfRange(java.base@11.0.18/Arrays.java:4030)
at sun.security.provider.NativePRNG$RandomIO.implNextBytes(java.base@11.0.18/NativePRNG.java:554)
- locked <0x00007f0b62c2eee8> (a java.lang.Object)
at sun.security.provider.NativePRNG.engineNextBytes(java.base@11.0.18/NativePRNG.java:220)
at java.security.SecureRandom.nextBytes(java.base@11.0.18/SecureRandom.java:751)
at sun.security.ssl.SSLCipher$T11BlockWriteCipherGenerator$BlockWriteCipher.encrypt(java.base@11.0.18/SSLCipher.java:1498)
at sun.security.ssl.OutputRecord.t10Encrypt(java.base@11.0.18/OutputRecord.java:441)
at sun.security.ssl.OutputRecord.encrypt(java.base@11.0.18/OutputRecord.java:345)
at sun.security.ssl.SSLEngineOutputRecord.encode(java.base@11.0.18/SSLEngineOutputRecord.java:287)
at sun.security.ssl.SSLEngineOutputRecord.encode(java.base@11.0.18/SSLEngineOutputRecord.java:189)
at sun.security.ssl.SSLEngineImpl.encode(java.base@11.0.18/SSLEngineImpl.java:285)
at sun.security.ssl.SSLEngineImpl.writeRecord(java.base@11.0.18/SSLEngineImpl.java:231)
at sun.security.ssl.SSLEngineImpl.wrap(java.base@11.0.18/SSLEngineImpl.java:136)
- eliminated <0x00007f183702cb78> (a sun.security.ssl.SSLEngineImpl)
at sun.security.ssl.SSLEngineImpl.wrap(java.base@11.0.18/SSLEngineImpl.java:116)
- locked <0x00007f183702cb78> (a sun.security.ssl.SSLEngineImpl)
at javax.net.ssl.SSLEngine.wrap(java.base@11.0.18/SSLEngine.java:522)
at org.apache.flink.shaded.netty4.io.netty.handler.ssl.SslHandler.wrap(SslHandler.java:1071)
at org.apache.flink.shaded.netty4.io.netty.handler.ssl.SslHandler.wrap(SslHandler.java:843)
at org.apache.flink.shaded.netty4.io.netty.handler.ssl.SslHandler.wrapAndFlush(SslHandler.java:811)
at org.apache.flink.shaded.netty4.io.netty.handler.ssl.SslHandler.flush(SslHandler.java:792)
at org.apache.flink.shaded.netty4.io.netty.channel.AbstractChannelHandlerContext.invokeFlush0(AbstractChannelHandlerContext.java:750)
at org.apache.flink.shaded.netty4.io.netty.channel.AbstractChannelHandlerContext.invokeFlush(AbstractChannelHandlerContext.java:742)
at org.apache.flink.shaded.netty4.io.netty.channel.AbstractChannelHandlerContext.flush(AbstractChannelHandlerContext.java:728)
at org.apache.flink.shaded.netty4.io.netty.channel.ChannelOutboundHandlerAdapter.flush(ChannelOutboundHandlerAdapter.java:125)
at org.apache.flink.shaded.netty4.io.netty.channel.AbstractChannelHandlerContext.invokeFlush0(AbstractChannelHandlerContext.java:750)
at org.apache.flink.shaded.netty4.io.netty.channel.AbstractChannelHandlerContext.invokeWriteAndFlush(AbstractChannelHandlerContext.java:765)
at org.apache.flink.shaded.netty4.io.netty.channel.AbstractChannelHandlerContext.write(AbstractChannelHandlerContext.java:790)
at org.apache.flink.shaded.netty4.io.netty.channel.AbstractChannelHandlerContext.writeAndFlush(AbstractChannelHandlerContext.java:758)
at org.apache.flink.shaded.netty4.io.netty.channel.AbstractChannelHandlerContext.writeAndFlush(AbstractChannelHandlerContext.java:808)
at org.apache.flink.shaded.netty4.io.netty.channel.DefaultChannelPipeline.writeAndFlush(DefaultChannelPipeline.java:1025)
at org.apache.flink.shaded.netty4.io.netty.channel.AbstractChannel.writeAndFlush(AbstractChannel.java:294)
at org.apache.flink.runtime.io.network.netty.PartitionRequestQueue.writeAndFlushNextMessageIfPossible(PartitionRequestQueue.java:246)
at org.apache.flink.runtime.io.network.netty.PartitionRequestQueue.enqueueAvailableReader(PartitionRequestQueue.java:110)
at org.apache.flink.runtime.io.network.netty.PartitionRequestQueue.userEventTriggered(PartitionRequestQueue.java:173)
at org.apache.flink.shaded.netty4.io.netty.channel.AbstractChannelHandlerContext.invokeUserEventTriggered(AbstractChannelHandlerContext.java:346)
at org.apache.flink.shaded.netty4.io.netty.channel.AbstractChannelHandlerContext.invokeUserEventTriggered(AbstractChannelHandlerContext.java:332)
at org.apache.flink.shaded.netty4.io.netty.channel.AbstractChannelHandlerContext.fireUserEventTriggered(AbstractChannelHandlerContext.java:324)
at org.apache.flink.shaded.netty4.io.netty.channel.ChannelInboundHandlerAdapter.userEventTriggered(ChannelInboundHandlerAdapter.java:117)
at org.apache.flink.shaded.netty4.io.netty.handler.codec.ByteToMessageDecoder.userEventTriggered(ByteToMessageDecoder.java:365)
at org.apache.flink.shaded.netty4.io.netty.channel.AbstractChannelHandlerContext.invokeUserEventTriggered(AbstractChannelHandlerContext.java:346)
at org.apache.flink.shaded.netty4.io.netty.channel.AbstractChannelHandlerContext.invokeUserEventTriggered(AbstractChannelHandlerContext.java:332)
at org.apache.flink.shaded.netty4.io.netty.channel.AbstractChannelHandlerContext.fireUserEventTriggered(AbstractChannelHandlerContext.java:324)
at org.apache.flink.shaded.netty4.io.netty.channel.ChannelInboundHandlerAdapter.userEventTriggered(ChannelInboundHandlerAdapter.java:117)
at org.apache.flink.shaded.netty4.io.netty.handler.codec.ByteToMessageDecoder.userEventTriggered(ByteToMessageDecoder.java:365)
at org.apache.flink.shaded.netty4.io.netty.channel.AbstractChannelHandlerContext.invokeUserEventTriggered(AbstractChannelHandlerContext.java:346)
at org.apache.flink.shaded.netty4.io.netty.channel.AbstractChannelHandlerContext.invokeUserEventTriggered(AbstractChannelHandlerContext.java:332)
at org.apache.flink.shaded.netty4.io.netty.channel.AbstractChannelHandlerContext.fireUserEventTriggered(AbstractChannelHandlerContext.java:324)
at org.apache.flink.shaded.netty4.io.netty.channel.DefaultChannelPipeline$HeadContext.userEventTriggered(DefaultChannelPipeline.java:1428)
at org.apache.flink.shaded.netty4.io.netty.channel.AbstractChannelHandlerContext.invokeUserEventTriggered(AbstractChannelHandlerContext.java:346)
at org.apache.flink.shaded.netty4.io.netty.channel.AbstractChannelHandlerContext.invokeUserEventTriggered(AbstractChannelHandlerContext.java:332)
at org.apache.flink.shaded.netty4.io.netty.channel.DefaultChannelPipeline.fireUserEventTriggered(DefaultChannelPipeline.java:913)
at org.apache.flink.runtime.io.network.netty.PartitionRequestQueue.lambda$notifyReaderNonEmpty$0(PartitionRequestQueue.java:89)
at org.apache.flink.runtime.io.network.netty.PartitionRequestQueue$$Lambda$1875/0x00007efc8a13b4b0.run(Unknown Source)
at org.apache.flink.shaded.netty4.io.netty.util.concurrent.AbstractEventExecutor.safeExecute(AbstractEventExecutor.java:164)
at org.apache.flink.shaded.netty4.io.netty.util.concurrent.SingleThreadEventExecutor.runAllTasks(SingleThreadEventExecutor.java:472)
at org.apache.flink.shaded.netty4.io.netty.channel.epoll.EpollEventLoop.run(EpollEventLoop.java:384)
at org.apache.flink.shaded.netty4.io.netty.util.concurrent.SingleThreadEventExecutor$4.run(SingleThreadEventExecutor.java:989)
at org.apache.flink.shaded.netty4.io.netty.util.internal.ThreadExecutorMap$2.run(ThreadExecutorMap.java:74)
at java.lang.Thread.run(java.base@11.0.18/Thread.java:829) {code}
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