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Hi Zili, Great to hear that! Hope to see the new client soon! Actually there is an ongoing client API refactoring on this stuff[1] and one of the main purpose is eliminating hijacking env.execute...
So I believe (I did't test it) the solution for this case is keeping the original exception thrown from `env.execute()` and throwing this exception out of main method. It's a bit tricky, maybe we could have a better design of this scenario.
The key point of this case is in `PackagedProgram#callMainMethod`.
The `ProgramAbortException` is expected when executing the main method here. This `ProgramAbortException` thrown is wrapped with `InvocationTargetException` by Java reflection layer [1]. There is a piece of codes handling `InvocationTargetException`.
try { mainMethod.invoke(null, (Object) args); } catch (... catch (InvocationTargetException e) { Throwable exceptionInMethod = e.getTargetException(); if (exceptionInMethod instanceof Error) { throw (Error) exceptionInMethod; ------> `ProgramAbortException` would be caught expectedly here. } else if (exceptionInMethod instanceof ProgramParametrizationException) { throw (ProgramParametrizationException) exceptionInMethod; } else if (exceptionInMethod instanceof ProgramInvocationException) { throw (ProgramInvocationException) exceptionInMethod; } else { ------> If I'm right, the wrapped exception (Boxed Error or something else) change the exception, it is caught here throw new ProgramInvocationException("The main method caused an error: " + exceptionInMethod.getMessage(), exceptionInMethod); }
The `ProgramInvocationException` is handled specially in `OptimizerPlanEnvironment`.
try { prog.invokeInteractiveModeForExecution(); } catch (ProgramInvocationException e) { throw e; ------> The submission is failed here in this case } catch (Throwable t) { // the invocation gets aborted with the preview plan if (optimizerPlan != null) { return optimizerPlan; ------> Normally it should be here } else { throw new ProgramInvocationException("The program caused an error: ", t); } ...
Thanks, Biao /'bɪ.aʊ/
Well, I think I got the solution though I am not yet sure of the problem .. The original code looked like this .. Try {
// from a parent class called Runner which runs a streamlet // run returns an abstraction which completes a Promise depending on whether // the Job was successful or not val streamletExecution = loadedStreamlet.streamlet.run(withPodRuntimeConfig)
// the runner waits for the execution to complete // In normal circumstances it will run forever for streaming data source unless // being stopped forcibly or any of the queries faces an exception Await.result(streamletExecution.completed, Duration.Inf) } match { //..
and then the streamlet.run(..) in turn finally invoked the following ..
val env = StreamExecutionEnvironment.getExecutionEnvironment
// creates datastreams and read from / writes to Kafka // I pasted the body of this earlier in the thread buildExecutionGraph() env.execute(..)
This DID NOT run and failed with the exception I reported earlier. But when I change the code to get the run statement out of the Try block, things run fine .. like this ..
// from a parent class called Runner which runs a streamlet
// run returns an abstraction which completes a Promise depending on whether // the Job was successful or not val streamletExecution = loadedStreamlet.streamlet.run(withPodRuntimeConfig)
Try { // the runner waits for the execution to complete // In normal circumstances it will run forever for streaming data source unless // being stopped forcibly or any of the queries faces an exception Await.result(streamletExecution.completed, Duration.Inf) } match { //..
Apparently it looks like the exception that I was facing earlier leaked through the Flink engine and Try caught it and it got logged. But removing it out of Try now enables Flink to catch it back and follow the course that it should. But I am not sure if this is a cogent explanation and looking forward to some more accurate one from the experts. Note there is no asynchrony of concurrency going on here - the Runner code may look a bit over-engineered but there is a context to this. The Runner code handles not only Flink but other types of streaming engines as well like Spark and Akka Streams.
regards.
Hi Zili,
Thanks for pointing that out. I didn't realize that it's a REST API based case. Debasish's case has been discussed not only in this thread...
It's really hard to analyze the case without the full picture.
I think the reason of why `ProgramAbortException` is not caught is that he did something outside `env.execute`. Like executing this piece of codes inside a Scala future.
I guess the scenario is that he is submitting job through REST API. But in the main method, he wraps `env.execute` with Scala future, not executing it directly. The reason of env has been set to `StreamPlanEnvironment` is `JarHandlerUtils` retrieves job graph through it. And the `ProgramAbortException` is not thrown out, because the Scala future tackles this exception. So retrieving job graph fails due to an unrecognized exception (Boxed Error).
Hi Biao,
The log below already infers that the job was submitted via REST API and I don't think it matters.
at org.apache.flink.runtime.webmonitor.handlers.utils.JarHandlerUtils$JarHandlerContext.toJobGraph(JarHandlerUtils.java:126) at org.apache.flink.runtime.webmonitor.handlers.JarRunHandler.lambda$getJobGraphAsync$6(JarRunHandler.java:142)
What I don't understand it that flink DOES catch the exception at the point it is reported thrown...
> We submit the code through Kubernetes Flink Operator which uses the REST API to submit the job to the Job Manager
So you are submitting job through REST API, not Flink client? Could you explain more about this?
Hi Dian -
We submit one job through the operator. We just use the following to complete a promise when the job completes ..
Try { createLogic.executeStreamingQueries(ctx.env) }.fold( th ⇒ completionPromise.tryFailure(th), _ ⇒ completionPromise.trySuccess(Dun) )
If we totally do away with the promise and future stuff then we don't get the boxed error - only the exception reported in Caused By.
regards.
Hi Debasish,
In which case will the exception occur? Does it occur when you submit one job at a time or when multiple jobs are submitted at the same time? I'm asking this because I noticed that you used Future to execute the job unblocking. I guess ThreadLocal doesn't work well in this case.
Regards, Dian
Hi tison -
Please find my response below in >>.
regards. Hi Debasish,
The OptimizerPlanEnvironment.ProgramAbortException should be caught at OptimizerPlanEnvironment#getOptimizedPlan in its catch (Throwable t) branch.
>> true but what I get is a StreamPlanEnvironment. From my code I am only doing val env = StreamExecutionEnvironment.getExecutionEnvironment.
It should always throw a ProgramInvocationException instead of OptimizerPlanEnvironment.ProgramAbortException if any exception thrown in the main method of your code.
Another important problem is how the code is executed, (set context environment should be another flink internal operation) but given that you submit the job via flink k8s operator it might require time to take a look at k8s operator implementation.
>> We submit the code through Kubernetes Flink Operator which uses the REST API to submit the job to the Job Manager
However, given we catch Throwable in the place this exception thrown, I highly suspect whether it is executed by an official flink release.
>> It is an official Flink release 1.9.0
A completed version of the code and the submission process is helpful. Besides, what is buildExecutionGraph return type, I think it is not ExecutionGraph in flink...
>> buildExecutionGraph is our function which returns a Unit. It's not ExecutionGraph. It builds the DataStream s by reading from Kafka and then finally writes to Kafka.
This is the complete stack trace which we get from execution on Kubernetes using the Flink Kubernetes operator .. The boxed error comes from the fact that we complete a Promise with Success when it returns a JobExecutionResult and with Failure when we get an exception. And here we r getting an exception. So the real stack trace we have is the one below in Caused By.
java.util.concurrent.ExecutionException: Boxed Error at scala.concurrent.impl.Promise$.resolver(Promise.scala:87) at scala.concurrent.impl.Promise$.scala$concurrent$impl$Promise$$resolveTry(Promise.scala:79) at scala.concurrent.impl.Promise$DefaultPromise.tryComplete(Promise.scala:284) at scala.concurrent.Promise.tryFailure(Promise.scala:112) at scala.concurrent.Promise.tryFailure$(Promise.scala:112) at scala.concurrent.impl.Promise$DefaultPromise.tryFailure(Promise.scala:187) at pipelines.flink.FlinkStreamlet$ClusterFlinkJobExecutor$.$anonfun$execute$3(FlinkStreamlet.scala:186) at pipelines.flink.FlinkStreamlet$ClusterFlinkJobExecutor$.$anonfun$execute$3$adapted(FlinkStreamlet.scala:186) at scala.util.Failure.fold(Try.scala:240) at pipelines.flink.FlinkStreamlet$ClusterFlinkJobExecutor$.execute(FlinkStreamlet.scala:187) at pipelines.flink.FlinkStreamlet.run(FlinkStreamlet.scala:153) at pipelines.runner.Runner$.$anonfun$run$3(Runner.scala:44) at scala.util.Try$.apply(Try.scala:213) at pipelines.runner.Runner$.run(Runner.scala:43) at pipelines.runner.Runner$.main(Runner.scala:30) at pipelines.runner.Runner.main(Runner.scala) 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.client.program.PackagedProgram.callMainMethod(PackagedProgram.java:576) at org.apache.flink.client.program.PackagedProgram.invokeInteractiveModeForExecution(PackagedProgram.java:438) at org.apache.flink.client.program.OptimizerPlanEnvironment.getOptimizedPlan(OptimizerPlanEnvironment.java:83) at org.apache.flink.client.program.PackagedProgramUtils.createJobGraph(PackagedProgramUtils.java:80) at org.apache.flink.runtime.webmonitor.handlers.utils.JarHandlerUtils$JarHandlerContext.toJobGraph(JarHandlerUtils.java:126) at org.apache.flink.runtime.webmonitor.handlers.JarRunHandler.lambda$getJobGraphAsync$6(JarRunHandler.java:142) at java.util.concurrent.CompletableFuture$AsyncSupply.run(CompletableFuture.java:1590) at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1149) at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:624) at java.lang.Thread.run(Thread.java:748) Caused by: org.apache.flink.client.program.OptimizerPlanEnvironment$ProgramAbortException at org.apache.flink.streaming.api.environment.StreamPlanEnvironment.execute(StreamPlanEnvironment.java:66) at org.apache.flink.streaming.api.environment.StreamExecutionEnvironment.execute(StreamExecutionEnvironment.java:1507) at org.apache.flink.streaming.api.scala.StreamExecutionEnvironment.execute(StreamExecutionEnvironment.scala:654) at pipelines.flink.FlinkStreamletLogic.executeStreamingQueries(FlinkStreamlet.scala:320) at pipelines.flink.FlinkStreamlet$ClusterFlinkJobExecutor$.$anonfun$execute$2(FlinkStreamlet.scala:184) at scala.util.Try$.apply(Try.scala:213) at pipelines.flink.FlinkStreamlet$ClusterFlinkJobExecutor$.execute(FlinkStreamlet.scala:184) ... 20 more
regards.
Regarding to the code you pasted, personally I think nothing is wrong. The problem is how it's executed. As you can see from the implementation of of StreamExecutionEnvironment.getExecutionEnvironment, it may created different StreamExecutionEnvironment implementations under different scenarios. Could you paste the full exception stack if it exists? It's difficult to figure out what's wrong with the current stack trace.
Regards, Dian
On Mon, Sep 23, 2019 at 3:58 PM Debasish Ghosh < [hidden email]> wrote: ah .. Ok .. I get the Throwable part. I am using
import org.apache.flink.streaming.api.scala._
val env = StreamExecutionEnvironment.getExecutionEnvironment
How can this lead to a wrong StreamExecutionEnvironment ? Any suggestion ?
regards.
Hi Debasish,
As I said before, the exception is caught in [1]. It catches the Throwable and so it could also catch "OptimizerPlanEnvironment.ProgramAbortException". Regarding to the cause of this exception, I have the same feeling with Tison and I also think that the wrong StreamExecutionEnvironment is used.
Regards, Dian
Hi Tison -
This is the code that builds the computation graph. readStream reads from Kafka and writeStream writes to Kafka.
override def buildExecutionGraph = { val rides: DataStream[TaxiRide] = readStream(inTaxiRide) .filter { ride ⇒ ride.getIsStart().booleanValue } .keyBy("rideId")
val fares: DataStream[TaxiFare] = readStream(inTaxiFare) .keyBy("rideId")
val processed: DataStream[TaxiRideFare] = rides .connect(fares) .flatMap(new EnrichmentFunction)
writeStream(out, processed) }
$ find . -name "*.java" | xargs grep "OptimizerPlanEnvironment.ProgramAbortException" ./flink-streaming-java/src/main/java/org/apache/flink/streaming/api/environment/StreamPlanEnvironment.java: throw new OptimizerPlanEnvironment.ProgramAbortException(); ./flink-python/src/main/java/org/apache/flink/client/python/PythonDriver.java: throw new OptimizerPlanEnvironment.ProgramAbortException(); ./flink-clients/src/main/java/org/apache/flink/client/program/PreviewPlanEnvironment.java: throw new OptimizerPlanEnvironment.ProgramAbortException(); ./flink-clients/src/main/java/org/apache/flink/client/program/PreviewPlanEnvironment.java: throw new OptimizerPlanEnvironment.ProgramAbortException(); ./flink-tests/src/test/java/org/apache/flink/test/optimizer/jsonplan/PreviewPlanDumpTest.java: } catch (OptimizerPlanEnvironment.ProgramAbortException pae) { ./flink-tests/src/test/java/org/apache/flink/test/optimizer/jsonplan/PreviewPlanDumpTest.java: } catch (OptimizerPlanEnvironment.ProgramAbortException pae) { ./flink-tests/src/test/java/org/apache/flink/test/optimizer/jsonplan/PreviewPlanDumpTest.java: } catch (OptimizerPlanEnvironment.ProgramAbortException pae) { ./flink-tests/src/test/java/org/apache/flink/test/optimizer/jsonplan/PreviewPlanDumpTest.java: } catch (OptimizerPlanEnvironment.ProgramAbortException pae) { ./flink-tests/src/test/java/org/apache/flink/test/optimizer/jsonplan/PreviewPlanDumpTest.java: } catch (OptimizerPlanEnvironment.ProgramAbortException pae) { ./flink-tests/src/test/java/org/apache/flink/test/optimizer/jsonplan/PreviewPlanDumpTest.java: } catch (OptimizerPlanEnvironment.ProgramAbortException pae) { ./flink-tests/src/test/java/org/apache/flink/test/optimizer/jsonplan/DumpCompiledPlanTest.java: } catch (OptimizerPlanEnvironment.ProgramAbortException pae) { ./flink-tests/src/test/java/org/apache/flink/test/optimizer/jsonplan/DumpCompiledPlanTest.java: } catch (OptimizerPlanEnvironment.ProgramAbortException pae) { ./flink-tests/src/test/java/org/apache/flink/test/optimizer/jsonplan/DumpCompiledPlanTest.java: } catch (OptimizerPlanEnvironment.ProgramAbortException pae) { ./flink-tests/src/test/java/org/apache/flink/test/optimizer/jsonplan/DumpCompiledPlanTest.java: } catch (OptimizerPlanEnvironment.ProgramAbortException pae) { ./flink-tests/src/test/java/org/apache/flink/test/optimizer/jsonplan/DumpCompiledPlanTest.java: } catch (OptimizerPlanEnvironment.ProgramAbortException pae) { ./flink-tests/src/test/java/org/apache/flink/test/optimizer/jsonplan/DumpCompiledPlanTest.java: } catch (OptimizerPlanEnvironment.ProgramAbortException pae) { ./flink-tests/src/test/java/org/apache/flink/test/optimizer/examples/KMeansSingleStepTest.java: } catch (OptimizerPlanEnvironment.ProgramAbortException pae) { ./flink-tests/src/test/java/org/apache/flink/test/optimizer/examples/RelationalQueryCompilerTest.java: } catch (OptimizerPlanEnvironment.ProgramAbortException pae) { ./flink-tests/src/test/java/org/apache/flink/test/optimizer/iterations/ConnectedComponentsCoGroupTest.java:import org.apache.flink.client.program.OptimizerPlanEnvironment.ProgramAbortException; ./flink-tests/src/test/java/org/apache/flink/test/planning/LargePlanTest.java: @Test(expected = OptimizerPlanEnvironment.ProgramAbortException.class, timeout = 30_000)
What am I missing here ?
regards. Hi Debasish,
As mentioned by Dian, it is an internal exception that should be always caught by Flink internally. I would suggest you share the job(abstractly). Generally it is because you use StreamPlanEnvironment/OptimizerPlanEnvironment directly.
Have you reached out to the FlinkK8sOperator team on Slack? They’re usually pretty active on there.
Here’s the link:
Best, Austin On Sun, Sep 22, 2019 at 12:38 PM Debasish Ghosh < [hidden email]> wrote: The problem is I am submitting Flink jobs to Kubernetes cluster using a Flink Operator. Hence it's difficult to debug in the traditional sense of the term. And all I get is the exception that I reported ..
Caused by: org.apache.flink.client.program.OptimizerPlanEnvironment$ProgramAbortException at org.apache.flink.streaming.api.environment.StreamPlanEnvironment.execute(StreamPlanEnvironment.java:66) at org.apache.flink.streaming.api.environment.StreamExecutionEnvironment.execute(StreamExecutionEnvironment.java:1507) at org.apache.flink.streaming.api.scala.StreamExecutionEnvironment.execute(StreamExecutionEnvironment.scala:654)
I am thinking that this exception must be coming because of some other exceptions, which are not reported BTW. I expected a Caused By portion in the stack trace. Any clue as to which area I should look into to debug this.
regards.
On Sat, Sep 21, 2019 at 8:10 AM Debasish Ghosh < [hidden email]> wrote: Thanks for the pointer .. I will try debugging. I am getting this exception running my application on Kubernetes using the Flink operator from Lyft.
regards. This exception is used internally to get the plan of a job before submitting it for execution. It's thrown with special purpose and will be caught internally in [1] and will not be thrown to end users usually.
You could check the following places to find out the cause to this problem: 1. Check the execution environment you used 2. If you can debug, set a breakpoint at[2] to see if the type of the env wrapped in StreamPlanEnvironment is OptimizerPlanEnvironment. Usually it should be.
Regards, Dian
Hi -
When you get an exception stack trace like this ..
Caused by: org.apache.flink.client.program.OptimizerPlanEnvironment$ProgramAbortException at org.apache.flink.streaming.api.environment.StreamPlanEnvironment.execute(StreamPlanEnvironment.java:66) at org.apache.flink.streaming.api.environment.StreamExecutionEnvironment.execute(StreamExecutionEnvironment.java:1507) at org.apache.flink.streaming.api.scala.StreamExecutionEnvironment.execute(StreamExecutionEnvironment.scala:654)
what is the recommended approach of debugging ? I mean what kind of errors can potentially lead to such a stacktrace ? In my case it starts from env.execute(..) but does not give any information as to what can go wrong.
Any help will be appreciated.
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