If there're some way to reproduce the problem it'll help a lot.
Let me investigate more on this problem.

I'm working on improving interpreter process restart.

https://github.com/Leemoonsoo/incubator-zeppelin/commit/3200b9aac26d394a67d496c3b209eb3cda046c4a
Once i know how to reproduce "Scheduler already terminated Exception", I'll
make pullrequest together with this improvement.

Thanks,
moon

On Mon, Sep 7, 2015 at 5:44 AM linxi zeng <linxizeng0...@gmail.com> wrote:

> hi, moon:
>
> After change some settings and restarting interpreter, the scheduler of
> interpreter will be terminated and the RemoteInterpreterServer process
> should be stopped too. But if the RemoteInterpreterServer didn't shutdown
> as expected, an exception named "Scheduler already terminated" will be
> thrown when we run paragraphs using this interpreter (such as spark). Then
> restart the zeppelin server seems the only way to solve the problem.
>
> This problem has already happen several times, but still have no idea how
> to stable reproduct it.  I was thinking that if we can restart the
> RemoteInterpreterServer when we catch this Exception?
>
> Do you have any idea to solve this problem?
>
>
> By the way, The detail error info is like that:
>
>  INFO [2015-09-06 10:21:47,487] ({qtp1633200777-7462} 
> NotebookServer.java[onMessage]:112) - RECEIVE << RUN_PARAGRAPH
>  INFO [2015-09-06 10:21:47,493] ({qtp1633200777-7462} 
> NotebookServer.java[broadcast]:264) - SEND >> NOTE
> ERROR [2015-09-06 10:21:47,495] ({qtp1633200777-7462} 
> NotebookServer.java[runParagraph]:640) - Exception from run
> java.lang.RuntimeException: Scheduler already terminated
>         at 
> org.apache.zeppelin.scheduler.RemoteScheduler.submit(RemoteScheduler.java:124)
>         at org.apache.zeppelin.notebook.Note.run(Note.java:282)
>         at 
> org.apache.zeppelin.socket.NotebookServer.runParagraph(NotebookServer.java:638)
>         at 
> org.apache.zeppelin.socket.NotebookServer.onMessage(NotebookServer.java:137)
>         at 
> org.apache.zeppelin.socket.NotebookSocket.onMessage(NotebookSocket.java:56)
>         at 
> org.eclipse.jetty.websocket.WebSocketConnectionRFC6455$WSFrameHandler.onFrame(WebSocketConnectionRFC6455.java:835)
>         at 
> org.eclipse.jetty.websocket.WebSocketParserRFC6455.parseNext(WebSocketParserRFC6455.java:349)
>         at 
> org.eclipse.jetty.websocket.WebSocketConnectionRFC6455.handle(WebSocketConnectionRFC6455.java:225)
>         at 
> org.eclipse.jetty.io.nio.SelectChannelEndPoint.handle(SelectChannelEndPoint.java:667)
>         at 
> org.eclipse.jetty.io.nio.SelectChannelEndPoint$1.run(SelectChannelEndPoint.java:52)
>         at 
> org.eclipse.jetty.util.thread.QueuedThreadPool.runJob(QueuedThreadPool.java:608)
>         at 
> org.eclipse.jetty.util.thread.QueuedThreadPool$3.run(QueuedThreadPool.java:543)
>         at java.lang.Thread.run(Thread.java:745)
>
>

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