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Posted to issues@spark.apache.org by "Andy Sloane (JIRA)" <ji...@apache.org> on 2016/03/23 17:03:25 UTC
[jira] [Commented] (SPARK-7183) Memory leak in netty shuffle with
spark standalone cluster
[ https://issues.apache.org/jira/browse/SPARK-7183?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=15208654#comment-15208654 ]
Andy Sloane commented on SPARK-7183:
------------------------------------
FWIW, this also affects Spark 1.2.
> Memory leak in netty shuffle with spark standalone cluster
> ----------------------------------------------------------
>
> Key: SPARK-7183
> URL: https://issues.apache.org/jira/browse/SPARK-7183
> Project: Spark
> Issue Type: Bug
> Components: Shuffle
> Affects Versions: 1.3.0
> Reporter: Jack Hu
> Assignee: Liang-Chi Hsieh
> Labels: memory-leak, netty, shuffle
> Fix For: 1.4.0
>
>
> There is slow leak in netty shuffle with spark cluster in {{TransportRequestHandler.streamIds}}
> In spark cluster, there are some reusable netty connections between two block managers to get/send blocks between worker/drivers. These connections are handled by the {{org.apache.spark.network.server.TransportRequestHandler}} in server side. This handler keep tracking all the streamids negotiate by RPC when shuffle data need transform in these two block managers and the streamid is keeping increasing, and never get a chance to be deleted exception this connection is dropped (seems never happen in normal running).
> Here are some detail logs of this {{TransportRequestHandler}} (Note: we add a log a print the total size of {{TransportRequestHandler.streamIds}}, the log is "Current set size is N of org.apache.spark.network.server.TransportRequestHandler@ADDRESS", this set size is keeping increasing in our test)
> {quote}
> 15/04/22 21:00:16 DEBUG TransportServer: Shuffle server started on port :46288
> 15/04/22 21:00:16 INFO NettyBlockTransferService: Server created on 46288
> 15/04/22 21:00:31 INFO TransportRequestHandler: Created TransportRequestHandler org.apache.spark.network.server.TransportRequestHandler@29a4f3e7
> 15/04/22 21:00:32 TRACE MessageDecoder: Received message RpcRequest: RpcRequest\{requestId=6655045571437304938, message=[B@59778678\}
> 15/04/22 21:00:32 TRACE NettyBlockRpcServer: Received request: OpenBlocks\{appId=app-20150422210016-0000, execId=<driver>, blockIds=[broadcast_1_piece0]}
> 15/04/22 21:00:32 TRACE NettyBlockRpcServer: Registered streamId 1387459488000 with 1 buffers
> 15/04/22 21:00:33 TRACE TransportRequestHandler: Sent result RpcResponse\{requestId=6655045571437304938, response=[B@d2840b\} to client /10.111.7.150:33802
> 15/04/22 21:00:33 TRACE MessageDecoder: Received message ChunkFetchRequest: ChunkFetchRequest\{streamChunkId=StreamChunkId\{streamId=1387459488000, chunkIndex=0}}
> 15/04/22 21:00:33 TRACE TransportRequestHandler: Received req from /10.111.7.150:33802 to fetch block StreamChunkId\{streamId=1387459488000, chunkIndex=0\}
> 15/04/22 21:00:33 INFO TransportRequestHandler: Current set size is 1 of org.apache.spark.network.server.TransportRequestHandler@29a4f3e7
> 15/04/22 21:00:33 TRACE OneForOneStreamManager: Removing stream id 1387459488000
> 15/04/22 21:00:33 TRACE TransportRequestHandler: Sent result ChunkFetchSuccess\{streamChunkId=StreamChunkId\{streamId=1387459488000, chunkIndex=0}, buffer=NioManagedBuffer\{buf=java.nio.HeapByteBuffer[pos=0 lim=3839 cap=3839]}} to client /10.111.7.150:33802
> 15/04/22 21:00:34 TRACE MessageDecoder: Received message RpcRequest: RpcRequest\{requestId=6660601528868866371, message=[B@42bed1b8\}
> 15/04/22 21:00:34 TRACE NettyBlockRpcServer: Received request: OpenBlocks\{appId=app-20150422210016-0000, execId=<driver>, blockIds=[broadcast_3_piece0]}
> 15/04/22 21:00:34 TRACE NettyBlockRpcServer: Registered streamId 1387459488001 with 1 buffers
> 15/04/22 21:00:34 TRACE TransportRequestHandler: Sent result RpcResponse\{requestId=6660601528868866371, response=[B@7fa3fb60\} to client /10.111.7.150:33802
> 15/04/22 21:00:34 TRACE MessageDecoder: Received message ChunkFetchRequest: ChunkFetchRequest\{streamChunkId=StreamChunkId\{streamId=1387459488001, chunkIndex=0}}
> 15/04/22 21:00:34 TRACE TransportRequestHandler: Received req from /10.111.7.150:33802 to fetch block StreamChunkId\{streamId=1387459488001, chunkIndex=0\}
> 15/04/22 21:00:34 INFO TransportRequestHandler: Current set size is 2 of org.apache.spark.network.server.TransportRequestHandler@29a4f3e7
> 15/04/22 21:00:34 TRACE OneForOneStreamManager: Removing stream id 1387459488001
> 15/04/22 21:00:34 TRACE TransportRequestHandler: Sent result ChunkFetchSuccess\{streamChunkId=StreamChunkId\{streamId=1387459488001, chunkIndex=0}, buffer=NioManagedBuffer\{buf=java.nio.HeapByteBuffer[pos=0 lim=4277 cap=4277]}} to client /10.111.7.150:33802
> 15/04/22 21:00:34 TRACE MessageDecoder: Received message RpcRequest: RpcRequest\{requestId=8454597410163901330, message=[B@19c673d1\}
> 15/04/22 21:00:34 TRACE NettyBlockRpcServer: Received request: OpenBlocks\{appId=app-20150422210016-0000, execId=<driver>, blockIds=[broadcast_2_piece0]}
> 15/04/22 21:00:34 TRACE NettyBlockRpcServer: Registered streamId 1387459488002 with 1 buffers
> 15/04/22 21:00:34 TRACE TransportRequestHandler: Sent result RpcResponse\{requestId=8454597410163901330, response=[B@35dbdac2\} to client /10.111.7.150:33802
> 15/04/22 21:00:34 TRACE MessageDecoder: Received message ChunkFetchRequest: ChunkFetchRequest\{streamChunkId=StreamChunkId\{streamId=1387459488002, chunkIndex=0}}
> 15/04/22 21:00:34 TRACE TransportRequestHandler: Received req from /10.111.7.150:33802 to fetch block StreamChunkId\{streamId=1387459488002, chunkIndex=0\}
> 15/04/22 21:00:34 INFO TransportRequestHandler: Current set size is 3 of org.apache.spark.network.server.TransportRequestHandler@29a4f3e7
> 15/04/22 21:00:34 TRACE OneForOneStreamManager: Removing stream id 1387459488002
> ......
> 15/04/22 23:59:50 TRACE MessageDecoder: Received message RpcRequest: RpcRequest\{requestId=5718124278216696100, message=[B@7ade3ea3\}
> 15/04/22 23:59:50 TRACE NettyBlockRpcServer: Received request: OpenBlocks\{appId=app-20150422210016-0000, execId=<driver>, blockIds=[broadcast_14679_piece0]}
> 15/04/22 23:59:50 TRACE NettyBlockRpcServer: Registered streamId 1387459501252 with 1 buffers
> 15/04/22 23:59:50 TRACE TransportRequestHandler: Sent result RpcResponse\{requestId=5718124278216696100, response=[B@40c07a63\} to client /10.111.7.150:33802
> 15/04/22 23:59:50 TRACE MessageDecoder: Received message ChunkFetchRequest: ChunkFetchRequest\{streamChunkId=StreamChunkId\{streamId=1387459501252, chunkIndex=0}}
> 15/04/22 23:59:50 TRACE TransportRequestHandler: Received req from /10.111.7.150:33802 to fetch block StreamChunkId\{streamId=1387459501252, chunkIndex=0\}
> 15/04/22 23:59:50 INFO TransportRequestHandler: Current set size is 13253 of org.apache.spark.network.server.TransportRequestHandler@29a4f3e7
> 15/04/22 23:59:50 TRACE OneForOneStreamManager: Removing stream id 1387459501252
> 15/04/22 23:59:50 TRACE TransportRequestHandler: Sent result ChunkFetchSuccess\{streamChunkId=StreamChunkId\{streamId=1387459501252, chunkIndex=0}, buffer=NioManagedBuffer\{buf=java.nio.HeapByteBuffer[pos=0 lim=31474 cap=31474]}} to client /10.111.7.150:33802
> 15/04/22 23:59:50 TRACE MessageDecoder: Received message RpcRequest: RpcRequest\{requestId=8663805364150028136, message=[B@5974f9b4\}
> 15/04/22 23:59:50 TRACE NettyBlockRpcServer: Received request: OpenBlocks\{appId=app-20150422210016-0000, execId=<driver>, blockIds=[broadcast_14688_piece0]}
> 15/04/22 23:59:50 TRACE NettyBlockRpcServer: Registered streamId 1387459501253 with 1 buffers
> 15/04/22 23:59:50 TRACE TransportRequestHandler: Sent result RpcResponse\{requestId=8663805364150028136, response=[B@122023c6\} to client /10.111.7.150:33802
> 15/04/22 23:59:50 TRACE MessageDecoder: Received message ChunkFetchRequest: ChunkFetchRequest\{streamChunkId=StreamChunkId\{streamId=1387459501253, chunkIndex=0}}
> 15/04/22 23:59:50 TRACE TransportRequestHandler: Received req from /10.111.7.150:33802 to fetch block StreamChunkId\{streamId=1387459501253, chunkIndex=0\}
> 15/04/22 23:59:50 INFO TransportRequestHandler: Current set size is 13254 of org.apache.spark.network.server.TransportRequestHandler@29a4f3e7
> 15/04/22 23:59:50 TRACE OneForOneStreamManager: Removing stream id 1387459501253
> 15/04/22 23:59:50 TRACE TransportRequestHandler: Sent result ChunkFetchSuccess\{streamChunkId=StreamChunkId\{streamId=1387459501253, chunkIndex=0}, buffer=NioManagedBuffer\{buf=java.nio.HeapByteBuffer[pos=0 lim=4047 cap=4047]}} to client /10.111.7.150:33802
> {quote}
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