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Posted to user-zh@flink.apache.org by 梁丁文 <do...@qq.com> on 2021/03/09 09:27:04 UTC
PyFlink UDTF 运行一段时间后报 NullPointerException
测试PyFlink UDTF，运行数秒后异常退出。下面是UDTF函数
class Mac(TableFunction):
def eval(self, body_data):
mac_arr = [
{"mac":"44:c7:fc:24:0f:91","rssi":"-92","range":"100.0"},
{"mac":"44:c7:fc:24:0f:91","rssi":"-92","range":"100.0"},
{"mac":"44:c7:fc:24:0f:91","rssi":"-92","range":"100.0"},
{"mac":"44:c7:fc:24:0f:91","rssi":"-92","range":"100.0"},
{"mac":"44:c7:fc:24:0f:91","rssi":"-92","range":"100.0"},
{"mac":"44:c7:fc:24:0f:91","rssi":"-92","range":"100.0"},
{"mac":"44:c7:fc:24:0f:91","rssi":"-92","range":"100.0"},
{"mac":"44:c7:fc:24:0f:91","rssi":"-92","range":"100.0"},
{"mac":"44:c7:fc:24:0f:91","rssi":"-92","range":"100.0"},
{"mac":"44:c7:fc:24:0f:91","rssi":"-92","range":"100.0"},
{"mac":"44:c7:fc:24:0f:91","rssi":"-92","range":"100.0"},
{"mac":"44:c7:fc:24:0f:91","rssi":"-92","range":"100.0"},
{"mac":"44:c7:fc:24:0f:91","rssi":"-92","range":"100.0"},
{"mac":"44:c7:fc:24:0f:91","rssi":"-92","range":"100.0"},
{"mac":"44:c7:fc:24:0f:91","rssi":"-92","range":"100.0"},
{"mac":"44:c7:fc:24:0f:91","rssi":"-92","range":"100.0"},
{"mac":"44:c7:fc:24:0f:91","rssi":"-92","range":"100.0"},
{"mac":"44:c7:fc:24:0f:91","rssi":"-92","range":"100.0"},
{"mac":"44:c7:fc:24:0f:91","rssi":"-92","range":"100.0"},
{"mac":"44:c7:fc:24:0f:91","rssi":"-92","range":"100.0"},
{"mac":"44:c7:fc:24:0f:91","rssi":"-92","range":"100.0"},
{"mac":"44:c7:fc:24:0f:91","rssi":"-92","range":"100.0"},
{"mac":"44:c7:fc:24:0f:91","rssi":"-92","range":"100.0"},
{"mac":"44:c7:fc:24:0f:91","rssi":"-92","range":"100.0"},
{"mac":"44:c7:fc:24:0f:91","rssi":"-92","range":"100.0"},
{"mac":"44:c7:fc:24:0f:91","rssi":"-92","range":"100.0"},
{"mac":"44:c7:fc:24:0f:91","rssi":"-92","range":"100.0"},
{"mac":"44:c7:fc:24:0f:91","rssi":"-92","range":"100.0"},
{"mac":"08:10:79:67:16:1b","rssi":"-85","router":"Netcore_67161B","range":"55.0"}
]
return mac_arr
table_env.create_temporary_function("mac", udtf(Mac(), result_types=[DataTypes.MAP(DataTypes.STRING(),DataTypes.STRING())]))
执行语句：
INSERT INTO MacTableSink select data['mac'] mac, data['rssi'] rssi, data['router'] router, data['range'] distance from KafkaMacTable, lateral table(mac(body_data)) as T(data)
异常日志：
2021-03-09 17:19:29
org.apache.flink.runtime.JobException: Recovery is suppressed by NoRestartBackoffTimeStrategy
at org.apache.flink.runtime.executiongraph.failover.flip1.ExecutionFailureHandler.handleFailure(ExecutionFailureHandler.java:118)
at org.apache.flink.runtime.executiongraph.failover.flip1.ExecutionFailureHandler.getFailureHandlingResult(ExecutionFailureHandler.java:80)
at org.apache.flink.runtime.scheduler.DefaultScheduler.handleTaskFailure(DefaultScheduler.java:233)
at org.apache.flink.runtime.scheduler.DefaultScheduler.maybeHandleTaskFailure(DefaultScheduler.java:224)
at org.apache.flink.runtime.scheduler.DefaultScheduler.updateTaskExecutionStateInternal(DefaultScheduler.java:215)
at org.apache.flink.runtime.scheduler.SchedulerBase.updateTaskExecutionState(SchedulerBase.java:669)
at org.apache.flink.runtime.scheduler.SchedulerNG.updateTaskExecutionState(SchedulerNG.java:89)
at org.apache.flink.runtime.jobmaster.JobMaster.updateTaskExecutionState(JobMaster.java:447)
at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)
at sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:62)
at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)
at java.lang.reflect.Method.invoke(Method.java:498)
at org.apache.flink.runtime.rpc.akka.AkkaRpcActor.handleRpcInvocation(AkkaRpcActor.java:305)
at org.apache.flink.runtime.rpc.akka.AkkaRpcActor.handleRpcMessage(AkkaRpcActor.java:212)
at org.apache.flink.runtime.rpc.akka.FencedAkkaRpcActor.handleRpcMessage(FencedAkkaRpcActor.java:77)
at org.apache.flink.runtime.rpc.akka.AkkaRpcActor.handleMessage(AkkaRpcActor.java:158)
at akka.japi.pf.UnitCaseStatement.apply(CaseStatements.scala:26)
at akka.japi.pf.UnitCaseStatement.apply(CaseStatements.scala:21)
at scala.PartialFunction$class.applyOrElse(PartialFunction.scala:123)
at akka.japi.pf.UnitCaseStatement.applyOrElse(CaseStatements.scala:21)
at scala.PartialFunction$OrElse.applyOrElse(PartialFunction.scala:170)
at scala.PartialFunction$OrElse.applyOrElse(PartialFunction.scala:171)
at scala.PartialFunction$OrElse.applyOrElse(PartialFunction.scala:171)
at akka.actor.Actor$class.aroundReceive(Actor.scala:517)
at akka.actor.AbstractActor.aroundReceive(AbstractActor.scala:225)
at akka.actor.ActorCell.receiveMessage(ActorCell.scala:592)
at akka.actor.ActorCell.invoke(ActorCell.scala:561)
at akka.dispatch.Mailbox.processMailbox(Mailbox.scala:258)
at akka.dispatch.Mailbox.run(Mailbox.scala:225)
at akka.dispatch.Mailbox.exec(Mailbox.scala:235)
at akka.dispatch.forkjoin.ForkJoinTask.doExec(ForkJoinTask.java:260)
at akka.dispatch.forkjoin.ForkJoinPool$WorkQueue.runTask(ForkJoinPool.java:1339)
at akka.dispatch.forkjoin.ForkJoinPool.runWorker(ForkJoinPool.java:1979)
at akka.dispatch.forkjoin.ForkJoinWorkerThread.run(ForkJoinWorkerThread.java:107)
Caused by: org.apache.flink.streaming.runtime.tasks.AsynchronousException: Caught exception while processing timer.
at org.apache.flink.streaming.runtime.tasks.StreamTask$StreamTaskAsyncExceptionHandler.handleAsyncException(StreamTask.java:1205)
at org.apache.flink.streaming.runtime.tasks.StreamTask.handleAsyncException(StreamTask.java:1181)
at org.apache.flink.streaming.runtime.tasks.StreamTask.invokeProcessingTimeCallback(StreamTask.java:1320)
at org.apache.flink.streaming.runtime.tasks.StreamTask.lambda$null$17(StreamTask.java:1309)
at org.apache.flink.streaming.runtime.tasks.StreamTaskActionExecutor$SynchronizedStreamTaskActionExecutor.runThrowing(StreamTaskActionExecutor.java:93)
at org.apache.flink.streaming.runtime.tasks.mailbox.Mail.run(Mail.java:90)
at org.apache.flink.streaming.runtime.tasks.mailbox.MailboxProcessor.processMail(MailboxProcessor.java:317)
at org.apache.flink.streaming.runtime.tasks.mailbox.MailboxProcessor.runMailboxLoop(MailboxProcessor.java:189)
at org.apache.flink.streaming.runtime.tasks.StreamTask.runMailboxLoop(StreamTask.java:617)
at org.apache.flink.streaming.runtime.tasks.StreamTask.invoke(StreamTask.java:581)
at org.apache.flink.runtime.taskmanager.Task.doRun(Task.java:755)
at org.apache.flink.runtime.taskmanager.Task.run(Task.java:570)
at java.lang.Thread.run(Thread.java:748)
Caused by: TimerException{java.lang.NullPointerException}
... 11 more
Caused by: java.lang.NullPointerException
at org.apache.flink.table.runtime.operators.python.table.RowDataPythonTableFunctionOperator.emitResult(RowDataPythonTableFunctionOperator.java:138)
at org.apache.flink.streaming.api.operators.python.AbstractPythonFunctionOperator.emitResults(AbstractPythonFunctionOperator.java:250)
at org.apache.flink.streaming.api.operators.python.AbstractPythonFunctionOperator.invokeFinishBundle(AbstractPythonFunctionOperator.java:273)
at org.apache.flink.streaming.api.operators.python.AbstractPythonFunctionOperator.checkInvokeFinishBundleByTime(AbstractPythonFunctionOperator.java:265)
at org.apache.flink.streaming.api.operators.python.AbstractPythonFunctionOperator.lambda$open$0(AbstractPythonFunctionOperator.java:125)
at org.apache.flink.streaming.runtime.tasks.StreamTask.invokeProcessingTimeCallback(StreamTask.java:1318)
... 10 more
Re: PyFlink UDTF 运行一段时间后报 NullPointerException
Posted by Dian Fu <di...@gmail.com>.
这个问题应该和这个JIRA有关系：https://issues.apache.org/jira/browse/FLINK-21434
目前已经在master和1.12.3上修复了，但是1.12.3还没有release。你要不cherry-pick这个fix，自己build一个版本，验证一下？
On Tue, Mar 9, 2021 at 5:27 PM 梁丁文 <do...@qq.com> wrote:
> 测试PyFlink UDTF，运行数秒后异常退出。下面是UDTF函数
>
>
> class Mac(TableFunction):
> def eval(self, body_data):
> mac_arr = [
>
> {"mac":"44:c7:fc:24:0f:91","rssi":"-92","range":"100.0"},
>
> {"mac":"44:c7:fc:24:0f:91","rssi":"-92","range":"100.0"},
>
> {"mac":"44:c7:fc:24:0f:91","rssi":"-92","range":"100.0"},
>
> {"mac":"44:c7:fc:24:0f:91","rssi":"-92","range":"100.0"},
>
> {"mac":"44:c7:fc:24:0f:91","rssi":"-92","range":"100.0"},
>
> {"mac":"44:c7:fc:24:0f:91","rssi":"-92","range":"100.0"},
>
> {"mac":"44:c7:fc:24:0f:91","rssi":"-92","range":"100.0"},
>
> {"mac":"44:c7:fc:24:0f:91","rssi":"-92","range":"100.0"},
>
> {"mac":"44:c7:fc:24:0f:91","rssi":"-92","range":"100.0"},
>
> {"mac":"44:c7:fc:24:0f:91","rssi":"-92","range":"100.0"},
>
> {"mac":"44:c7:fc:24:0f:91","rssi":"-92","range":"100.0"},
>
> {"mac":"44:c7:fc:24:0f:91","rssi":"-92","range":"100.0"},
>
> {"mac":"44:c7:fc:24:0f:91","rssi":"-92","range":"100.0"},
>
> {"mac":"44:c7:fc:24:0f:91","rssi":"-92","range":"100.0"},
>
> {"mac":"44:c7:fc:24:0f:91","rssi":"-92","range":"100.0"},
>
> {"mac":"44:c7:fc:24:0f:91","rssi":"-92","range":"100.0"},
>
> {"mac":"44:c7:fc:24:0f:91","rssi":"-92","range":"100.0"},
>
> {"mac":"44:c7:fc:24:0f:91","rssi":"-92","range":"100.0"},
>
> {"mac":"44:c7:fc:24:0f:91","rssi":"-92","range":"100.0"},
>
> {"mac":"44:c7:fc:24:0f:91","rssi":"-92","range":"100.0"},
>
> {"mac":"44:c7:fc:24:0f:91","rssi":"-92","range":"100.0"},
>
> {"mac":"44:c7:fc:24:0f:91","rssi":"-92","range":"100.0"},
>
> {"mac":"44:c7:fc:24:0f:91","rssi":"-92","range":"100.0"},
>
> {"mac":"44:c7:fc:24:0f:91","rssi":"-92","range":"100.0"},
>
> {"mac":"44:c7:fc:24:0f:91","rssi":"-92","range":"100.0"},
>
> {"mac":"44:c7:fc:24:0f:91","rssi":"-92","range":"100.0"},
>
> {"mac":"44:c7:fc:24:0f:91","rssi":"-92","range":"100.0"},
>
> {"mac":"44:c7:fc:24:0f:91","rssi":"-92","range":"100.0"},
>
> {"mac":"08:10:79:67:16:1b","rssi":"-85","router":"Netcore_67161B","range":"55.0"}
> ]
> return mac_arr
>
>
> table_env.create_temporary_function("mac", udtf(Mac(),
> result_types=[DataTypes.MAP(DataTypes.STRING(),DataTypes.STRING())]))
>
>
>
> 执行语句：
>
>
> INSERT INTO MacTableSink select data['mac'] mac, data['rssi'] rssi,
> data['router'] router, data['range'] distance from KafkaMacTable, lateral
> table(mac(body_data)) as T(data)
>
>
> 异常日志：
>
>
> 2021-03-09 17:19:29
> org.apache.flink.runtime.JobException: Recovery is suppressed by
> NoRestartBackoffTimeStrategy
> at
> org.apache.flink.runtime.executiongraph.failover.flip1.ExecutionFailureHandler.handleFailure(ExecutionFailureHandler.java:118)
> at
> org.apache.flink.runtime.executiongraph.failover.flip1.ExecutionFailureHandler.getFailureHandlingResult(ExecutionFailureHandler.java:80)
> at
> org.apache.flink.runtime.scheduler.DefaultScheduler.handleTaskFailure(DefaultScheduler.java:233)
> at
> org.apache.flink.runtime.scheduler.DefaultScheduler.maybeHandleTaskFailure(DefaultScheduler.java:224)
> at
> org.apache.flink.runtime.scheduler.DefaultScheduler.updateTaskExecutionStateInternal(DefaultScheduler.java:215)
> at
> org.apache.flink.runtime.scheduler.SchedulerBase.updateTaskExecutionState(SchedulerBase.java:669)
> at
> org.apache.flink.runtime.scheduler.SchedulerNG.updateTaskExecutionState(SchedulerNG.java:89)
> at
> org.apache.flink.runtime.jobmaster.JobMaster.updateTaskExecutionState(JobMaster.java:447)
> at sun.reflect.NativeMethodAccessorImpl.invoke0(Native
> Method)
> at
> sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:62)
> at
> sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)
> at java.lang.reflect.Method.invoke(Method.java:498)
> at
> org.apache.flink.runtime.rpc.akka.AkkaRpcActor.handleRpcInvocation(AkkaRpcActor.java:305)
> at
> org.apache.flink.runtime.rpc.akka.AkkaRpcActor.handleRpcMessage(AkkaRpcActor.java:212)
> at
> org.apache.flink.runtime.rpc.akka.FencedAkkaRpcActor.handleRpcMessage(FencedAkkaRpcActor.java:77)
> at
> org.apache.flink.runtime.rpc.akka.AkkaRpcActor.handleMessage(AkkaRpcActor.java:158)
> at akka.japi.pf
> .UnitCaseStatement.apply(CaseStatements.scala:26)
> at akka.japi.pf
> .UnitCaseStatement.apply(CaseStatements.scala:21)
> at
> scala.PartialFunction$class.applyOrElse(PartialFunction.scala:123)
> at akka.japi.pf
> .UnitCaseStatement.applyOrElse(CaseStatements.scala:21)
> at
> scala.PartialFunction$OrElse.applyOrElse(PartialFunction.scala:170)
> at
> scala.PartialFunction$OrElse.applyOrElse(PartialFunction.scala:171)
> at
> scala.PartialFunction$OrElse.applyOrElse(PartialFunction.scala:171)
> at akka.actor.Actor$class.aroundReceive(Actor.scala:517)
> at
> akka.actor.AbstractActor.aroundReceive(AbstractActor.scala:225)
> at
> akka.actor.ActorCell.receiveMessage(ActorCell.scala:592)
> at akka.actor.ActorCell.invoke(ActorCell.scala:561)
> at
> akka.dispatch.Mailbox.processMailbox(Mailbox.scala:258)
> at akka.dispatch.Mailbox.run(Mailbox.scala:225)
> at akka.dispatch.Mailbox.exec(Mailbox.scala:235)
> at
> akka.dispatch.forkjoin.ForkJoinTask.doExec(ForkJoinTask.java:260)
> at
> akka.dispatch.forkjoin.ForkJoinPool$WorkQueue.runTask(ForkJoinPool.java:1339)
> at
> akka.dispatch.forkjoin.ForkJoinPool.runWorker(ForkJoinPool.java:1979)
> at
> akka.dispatch.forkjoin.ForkJoinWorkerThread.run(ForkJoinWorkerThread.java:107)
> Caused by: org.apache.flink.streaming.runtime.tasks.AsynchronousException:
> Caught exception while processing timer.
> at
> org.apache.flink.streaming.runtime.tasks.StreamTask$StreamTaskAsyncExceptionHandler.handleAsyncException(StreamTask.java:1205)
> at
> org.apache.flink.streaming.runtime.tasks.StreamTask.handleAsyncException(StreamTask.java:1181)
> at
> org.apache.flink.streaming.runtime.tasks.StreamTask.invokeProcessingTimeCallback(StreamTask.java:1320)
> at
> org.apache.flink.streaming.runtime.tasks.StreamTask.lambda$null$17(StreamTask.java:1309)
> at
> org.apache.flink.streaming.runtime.tasks.StreamTaskActionExecutor$SynchronizedStreamTaskActionExecutor.runThrowing(StreamTaskActionExecutor.java:93)
> at
> org.apache.flink.streaming.runtime.tasks.mailbox.Mail.run(Mail.java:90)
> at
> org.apache.flink.streaming.runtime.tasks.mailbox.MailboxProcessor.processMail(MailboxProcessor.java:317)
> at
> org.apache.flink.streaming.runtime.tasks.mailbox.MailboxProcessor.runMailboxLoop(MailboxProcessor.java:189)
> at
> org.apache.flink.streaming.runtime.tasks.StreamTask.runMailboxLoop(StreamTask.java:617)
> at
> org.apache.flink.streaming.runtime.tasks.StreamTask.invoke(StreamTask.java:581)
> at
> org.apache.flink.runtime.taskmanager.Task.doRun(Task.java:755)
> at
> org.apache.flink.runtime.taskmanager.Task.run(Task.java:570)
> at java.lang.Thread.run(Thread.java:748)
> Caused by: TimerException{java.lang.NullPointerException}
> ... 11 more
> Caused by: java.lang.NullPointerException
> at
> org.apache.flink.table.runtime.operators.python.table.RowDataPythonTableFunctionOperator.emitResult(RowDataPythonTableFunctionOperator.java:138)
> at
> org.apache.flink.streaming.api.operators.python.AbstractPythonFunctionOperator.emitResults(AbstractPythonFunctionOperator.java:250)
> at
> org.apache.flink.streaming.api.operators.python.AbstractPythonFunctionOperator.invokeFinishBundle(AbstractPythonFunctionOperator.java:273)
> at
> org.apache.flink.streaming.api.operators.python.AbstractPythonFunctionOperator.checkInvokeFinishBundleByTime(AbstractPythonFunctionOperator.java:265)
> at
> org.apache.flink.streaming.api.operators.python.AbstractPythonFunctionOperator.lambda$open$0(AbstractPythonFunctionOperator.java:125)
> at
> org.apache.flink.streaming.runtime.tasks.StreamTask.invokeProcessingTimeCallback(StreamTask.java:1318)
> ... 10 more