Hi All,
I get the following error while running my spark streaming application, we
have a large application running multiple stateful (with mapWithState) and
stateless operations. It's getting difficult to isolate the error since
spark itself hangs and the only error we see is in the spark log and not
the application log itself.
The error happens only after abount 4-5 mins with a micro-batch interval of
10 seconds.
I am using Spark 1.6.1 on an ubuntu server with Kafka based input and
output streams.
Any direction you can give to solve this issue will be helpful. Please let
me know if I can provide any more information.
Thanks
Nipun
Error inline below:
[2017-07-11 16:15:15,338] ERROR Error cleaning broadcast 2211
(org.apache.spark.ContextCleaner)
org.apache.spark.rpc.RpcTimeoutException: Futures timed out after [120
seconds]. This timeout is controlled by spark.rpc.askTimeout
at org.apache.spark.rpc.RpcTimeout.org
$apache$spark$rpc$RpcTimeout$$createRpcTimeoutException(RpcTimeout.scala:48)
at
org.apache.spark.rpc.RpcTimeout$$anonfun$addMessageIfTimeout$1.applyOrElse(RpcTimeout.scala:63)
at
org.apache.spark.rpc.RpcTimeout$$anonfun$addMessageIfTimeout$1.applyOrElse(RpcTimeout.scala:59)
at
scala.runtime.AbstractPartialFunction.apply(AbstractPartialFunction.scala:33)
at org.apache.spark.rpc.RpcTimeout.awaitResult(RpcTimeout.scala:76)
at
org.apache.spark.storage.BlockManagerMaster.removeBroadcast(BlockManagerMaster.scala:136)
at
org.apache.spark.broadcast.TorrentBroadcast$.unpersist(TorrentBroadcast.scala:228)
at
org.apache.spark.broadcast.TorrentBroadcastFactory.unbroadcast(TorrentBroadcastFactory.scala:45)
at
org.apache.spark.broadcast.BroadcastManager.unbroadcast(BroadcastManager.scala:77)
at
org.apache.spark.ContextCleaner.doCleanupBroadcast(ContextCleaner.scala:233)
at
org.apache.spark.ContextCleaner$$anonfun$org$apache$spark$ContextCleaner$$keepCleaning$1$$anonfun$apply$mcV$sp$2.apply(ContextCleaner.scala:189)
at
org.apache.spark.ContextCleaner$$anonfun$org$apache$spark$ContextCleaner$$keepCleaning$1$$anonfun$apply$mcV$sp$2.apply(ContextCleaner.scala:180)
at scala.Option.foreach(Option.scala:236)
at
org.apache.spark.ContextCleaner$$anonfun$org$apache$spark$ContextCleaner$$keepCleaning$1.apply$mcV$sp(ContextCleaner.scala:180)
at
org.apache.spark.util.Utils$.tryOrStopSparkContext(Utils.scala:1180)
at org.apache.spark.ContextCleaner.org
$apache$spark$ContextCleaner$$keepCleaning(ContextCleaner.scala:173)
at
org.apache.spark.ContextCleaner$$anon$3.run(ContextCleaner.scala:68)
Caused by: java.util.concurrent.TimeoutException: Futures timed out after
[120 seconds]
at
scala.concurrent.impl.Promise$DefaultPromise.ready(Promise.scala:219)
at
scala.concurrent.impl.Promise$DefaultPromise.result(Promise.scala:223)
at scala.concurrent.Await$$anonfun$result$1.apply(package.scala:107)
at
scala.concurrent.BlockContext$DefaultBlockContext$.blockOn(BlockContext.scala:53)
at scala.concurrent.Await$.result(package.scala:107)
at org.apache.spark.rpc.RpcTimeout.awaitResult(RpcTimeout.scala:75)
