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Published 20 hours ago • verified publisher icon ViktorC

Pool fails to process submissions > 16

Open rob42 opened this issue 6 years ago • 47 comments
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Hi,

Ive built a MatlabExecutor<T> class that starts a static pool as follows:

static {
		JavaProcessOptions jvmConfig = new SimpleJavaProcessOptions(JVMArch.BIT_64, JVMType.CLIENT, 128, 256, 256, 5*60*1000);
		
		try {
			jvmPool = new JavaProcessPoolExecutor(jvmConfig,4, 8, 1, null, true);
			System.out.println("Started jvmPool");
		} catch (InterruptedException e) {
			logger.error(e,e);
		}
	}

It will eventually be a servlet, so it has a doPost(request,response) method, but at present it just runs via a test that calls the MatlabExecutor wrapped in a runnable. eg

	@Test
	public void shouldProcessCalc() throws ServletException, IOException {
	
		for(int x=0;x<16;x++) {
			Runnable run = new Runnable() {
				
				@Override
				public void run() {
					MockHttpServletRequest request = new MockHttpServletRequest();
					request.setContent(requestJson.getBytes());
					MockHttpServletResponse response = new MockHttpServletResponse();
					try {
						new ModelScoreExecutor().doPost(request, response);
						logger.debug("Response Status: {}",response.getStatus());
						String responseStr = response.getContentAsString();
						logger.debug("Response Content: {}",responseStr);
					} catch (ServletException | IOException e) {
						logger.error(e,e);
					}
				}
			};
			new Thread(run).start();
		}
}

the important part of the doPost method is:

			String input = IOUtils.toString(request.getReader());
			Json json = Json.read(input);

			java.util.concurrent.Future<String> future =  jvmPool.submit(new Calc(json),true);

			String out = future.get(1, TimeUnit.MINUTES);		
			response.setStatus(HttpServletResponse.SC_OK);

Calc.java is:

	public String call() throws Exception {
		String p1 = json.at("rhs").at(0).asString();
		String p2 = json.at("rhs").at(1).asString();

		List<Object> p = MatlabUtil.getModelScoreInputFromRhs(json);
//makes a JNI call to native matlab calculation
		double[][] s = MatlabUtil.executeModelScore(new CPFunctions_MCR.ModelScore(), p1, p2, p);
		return MatlabUtil.convert2Lhs(s);

	}

So now the problems.

  1. If I run the above with "jvmPool.submit(new Calc(json), false);" the I get about 8 successful calcs, and then concurrent exceptions and stream corruptions. It seems like the submissions are not truly atomic and the JVM or streams are left in a bad state. Ideally I want to reuse JVMs for efficiency to avoid startup delays.
ERROR com.cp.matlab.servlet.MatlabExecutor.doPost(MatlabExecutor.java:141) - java.util.concurrent.ExecutionException: java.io.StreamCorruptedException: invalid type code: E0
java.util.concurrent.ExecutionException: java.io.StreamCorruptedException: invalid type code: E0
	at net.viktorc.pp4j.impl.JavaProcessPoolExecutor$JavaSubmission.getResult(JavaProcessPoolExecutor.java:452) ~[pp4j-2.2.jar:?]
	at net.viktorc.pp4j.impl.JavaProcessPoolExecutor$JavaSubmission.getResult(JavaProcessPoolExecutor.java:409) ~[pp4j-2.2.jar:?]
	at net.viktorc.pp4j.impl.ProcessPoolExecutor$InternalSubmission.getResult(ProcessPoolExecutor.java:471) ~[pp4j-2.2.jar:?]
	at net.viktorc.pp4j.impl.ProcessPoolExecutor$InternalSubmissionFuture.get(ProcessPoolExecutor.java:569) ~[pp4j-2.2.jar:?]
	at net.viktorc.pp4j.impl.JavaProcessPoolExecutor$CastFuture.get(JavaProcessPoolExecutor.java:502) ~[pp4j-2.2.jar:?]
	at com.cp.matlab.servlet.MatlabExecutor.doPost(MatlabExecutor.java:130) [classes/:?]
	at com.cp.matlab.servlet.CalcExecutorTest$1.run(CalcExecutorTest.java:65) [test-classes/:?]
  1. If I use "jvmPool.submit(new Calc(json),true);" then it works, but not all submissions are completed. I typically get 15 of 16 completed, but if i send 24 submissions i also get 15 completed. The rest dont show errors, but are never processed. Something in the submission queue maybe?

Its possible there is a better way to do this, I'm open to suggestions.

rob42 avatar Aug 21 '19 04:08 rob42

Hi Rob,

Could you try and run this using the master branch of PP4J? I have made quite a few changes, including some bug fixes, since version 2.2 and I am about to release a new version soon. I have compiled the jar for you and attached it to this message (I had to zip it to be able to do that).

pp4j-3.0.0.jar.zip

The only thing you'd have to change to make it work with this version is the initialization of the pool. It would have to look something like this:

JavaProcessConfig jvmConfig = new SimpleJavaProcessConfig(JVMArch.BIT_64, JVMType.CLIENT, 128, 256, 256);
JavaProcessManagerFactory<?> jvmProcManagerFactory = new JavaProcessManagerFactory<>(jvmConfig, null, null, 5L*60L*1000L);
try {
	jvmPool = new JavaProcessPoolExecutor(jvmProcManagerFactory, 4, 8, 1);
	System.out.println("Started jvmPool");
} catch (InterruptedException e) {
	logger.error(e,e);
}

If you encounter the same problem using the new version as well, what would help me identify the cause is trace logs. PP4J uses SLF4J so if you have a compatible logging framework to bind to it, you can set the logging level to trace and you'll see a whole bunch of events logged from the pool.

I use Logback for the tests which makes logging configuration really simple. This is a good description of how to configure logging settings using SL4J and Logback: https://www.baeldung.com/logback.

ViktorC avatar Aug 21 '19 17:08 ViktorC

Hi Victor, Ive used the v3.0.0 jar you provided but still get the same problem when reusing processes( jvmPool.submit(new Calc(json),false);) pp4j-false.txt . The outcome is summarized in the log at the bottom:

Response Content: {"maxTime":22927,"failTotalTime":89731,"minTime":12774,"totalTime":206841,"failMinTime":12830,"initCount":17,"started":16,"failed":5,"succeeded":11,"failMaxTime":22928}

So 16 requests with a pool of 8. In the logs a successful response is denoted:

Response Status: 200

and fail:

Response Status: 500

rob42 avatar Aug 21 '19 21:08 rob42

FYI the correct output is:

DEBUG com.cp.matlab.servlet.CalcExecutorTest.run(CalcExecutorTest$1.java:68) - Response Content: {"lhs":[{"mwtype":"double"....

The calculation takes up to 20 seconds.

rob42 avatar Aug 21 '19 21:08 rob42

for the other scenario jvmPool.submit(new Calc(json),true); i get :

Response Content: {"maxTime":40246,"failTotalTime":1208483,"minTime":13468,"totalTime":241641,"failMinTime":302008,"initCount":17,"started":16,"failed":4,"succeeded":12,"failMaxTime":302456}

So after 12 or so iterations it fails with a timeout:

java.util.concurrent.TimeoutException: Submission {commands:["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timed out
	at net.viktorc.pp4j.impl.ProcessPoolExecutor$InternalSubmissionFuture.get(ProcessPoolExecutor.java:609) ~[pp4j-3.0.0.jar:?]
	at net.viktorc.pp4j.impl.JavaProcessPoolExecutor$CastFuture.get(JavaProcessPoolExecutor.java:283) ~[pp4j-3.0.0.jar:?]
	at com.cp.matlab.servlet.MatlabExecutor.doPost(MatlabExecutor.java:123)

pp4j-true.txt

I have some timeouts on the threads etc, but Ive extended those and see no difference, so I assume they are coming from your code?

rob42 avatar Aug 21 '19 21:08 rob42

The reason for this whole app is that only a single matlab calculation is possible at a time in a process, but matlab only uses one CPU core per calc. So to scale you need to have one calc per CPU core, and run them in separate processes.

The calculations come via an activemq JMS server, so lots arrive there, and activemq distributes them to a pool of these matlab-calc servers. Since activemq already queues them, in an optimal design the matlab-calc server will signal that its pool is all busy when a new calc arrives, and activemq will try another server.

Is it possible to find the current depth of submissions from pp4j?

Also I discovered that enabling debug in my code resulted in the calc outputting debug in the JavaProcess, which caused the process to assume it was complete and return. Turing it off solved that but its worth considering that a process may output several lines while running, then a final answer. Is there a way to access or control that?

rob42 avatar Aug 21 '19 21:08 rob42

Hi Rob,

Thanks for giving it a go with the new version and for uploading the log file. I'm looking through it right now. It seems to be an issue with decoding the tasks sent to the Java processes. I am not sure what triggers this yet as some processes can apparently execute two tasks without any problems.

Out of curiosity, does it work now when you don't reuse the processes?

EDIT: Ah, nevermind. I forgot to refresh and just saw your comments.

ViktorC avatar Aug 21 '19 22:08 ViktorC

Maybe ? https://stackoverflow.com/questions/35292836/input-byte-array-has-incorrect-ending-byte-at-40#35293091

rob42 avatar Aug 21 '19 22:08 rob42

I am not sure I know what you mean by the current depth of submissions. Can you elaborate on that, please?

As for outputting stuff to the standard streams from tasks submitted to the Java process pool, it should not be a problem. The process output handler is invoked every time a line is output to the stream, but it will only consider the task complete if this line is a Base64 encoded, serialized instance of a special class used for encapsulating the results of tasks. If it is not, it should be just ignored. If that's not case, there is probably a bug somewhere. I would be keen to take a look at the logs of that run, if you happen to have them.

ViktorC avatar Aug 21 '19 22:08 ViktorC

Maybe ? https://stackoverflow.com/questions/35292836/input-byte-array-has-incorrect-ending-byte-at-40#35293091

I did consider it being a charset mismatch, but I don't see how that could happen. Both the pool and the processes are coded explicitly to use ISO_8859_1.

ViktorC avatar Aug 21 '19 22:08 ViktorC

When I send a new submission I get a trace line:

Processes: 8; submissions: 10

is there a

int x = jvmPool.getCurrentProcesses();
int y = jvmPool.getCurrentSubmissions();

rob42 avatar Aug 21 '19 22:08 rob42

When I send a new submission I get a trace line:

Processes: 8; submissions: 10

is there a

int x = jvmPool.getCurrentProcesses();
int y = jvmPool.getCurrentSubmissions();

Ah, yes. You can invoke getNumOfProcesses() and getNumOfSubmissions() on the pool.

ViktorC avatar Aug 21 '19 22:08 ViktorC

Re ISO_8859_1. My JVM (on linux) is probably using UTF-8 or UTF-16. But since its sending the same job each time that should cause the same failure each time.

What about the 'space at the end', eg using trim() on the decode string? Maybe there is a spurious CR/LF or space happpening?

rob42 avatar Aug 21 '19 22:08 rob42

Re ISO_8859_1. My JVM (on linux) is probably using UTF-8 or UTF-16. But since its sending the same job each time that should cause the same failure each time.

What about the 'space at the end', eg using trim() on the decode string? Maybe there is a spurious CR/LF or space happpening?

All lines are trimmed before decoding, so unfortunately that's probably not it either.

By the way, the timeouts when terminating the processes after each submission are caused by decoding/serialization issues as well. I can see in the logs that a clearly Base64 encoded string is printed to the process' standard out, yet the process output handler does not recognize it as a legit response, and therefore the task is considered to be executing indefinitely.

ViktorC avatar Aug 21 '19 22:08 ViktorC

Is this the same behaviour you observed when using v2.2? Because the serialization and encoding mechanism did change a bit, perhaps for the worse.

ViktorC avatar Aug 21 '19 22:08 ViktorC

Yes same with v2.2. That fits with something else I noticed before add timeouts to cleanup at my end. There were often 2-4 processes waiting indefinitely.

rob42 avatar Aug 21 '19 22:08 rob42

Cool, thanks. Then it has probably been the same problem all along. I'll keep digging tomorrow to identify what goes wrong.

ViktorC avatar Aug 21 '19 22:08 ViktorC

Looking at https://github.com/ViktorC/PP4J/blob/master/src/main/java/net/viktorc/pp4j/impl/JavaObjectCodec.java

JavaObjectCodec is a singleton and has encoder and decoder as attributes. So all instances are using the same instances of them. Wondering if its thread-safe. Std way of using it may be worth testing with

 public String encode(Object object) throws IOException {
    try (ByteArrayOutputStream byteArrayOut = new ByteArrayOutputStream();
        ObjectOutputStream objectOutput = new ObjectOutputStream(byteArrayOut)) {
      objectOutput.writeObject(object);
      return new **String(Base64.getEncoder()**.encode(byteArrayOut.toByteArray()), CHARSET);
    }
  }

rob42 avatar Aug 22 '19 00:08 rob42

Looking at https://github.com/ViktorC/PP4J/blob/master/src/main/java/net/viktorc/pp4j/impl/JavaObjectCodec.java

JavaObjectCodec is a singleton and has encoder and decoder as attributes. So all instances are using the same instances of them. Wondering if its thread-safe. Std way of using it may be worth testing with

 public String encode(Object object) throws IOException {
    try (ByteArrayOutputStream byteArrayOut = new ByteArrayOutputStream();
        ObjectOutputStream objectOutput = new ObjectOutputStream(byteArrayOut)) {
      objectOutput.writeObject(object);
      return new **String(Base64.getEncoder()**.encode(byteArrayOut.toByteArray()), CHARSET);
    }
  }

That's what it was like in v2.2 which suffers from the same problem. I changed to having them as members of the JavaObjectCodec class as both the encoder and the decoder are singletons so all calls to getEncoder() and getDecoder() return the same instances. According to the documentation, they should be thread safe: https://docs.oracle.com/javase/8/docs/api/java/util/Base64.Decoder.html

Instances of Base64.Decoder class are safe for use by multiple concurrent threads.

Nevertheless, that's a good lead. I'm pretty sure the problem is somewhere within that class.

ViktorC avatar Aug 22 '19 06:08 ViktorC

I was trying various things yesterday. Made some progress. Same with both jvmPool.submit(new Calc(json),true); and jvmPool.submit(new Calc(json),true);

  1. If I dont create the native object and replace the call to it with a sleep(10000), it works as expected.

  2. If I create the native object but dont call it, it still fails (hangs for true, stream errors for false). I tried careful cleanup of the native object, but still failed. Im wondering if there are threads or something that are not completing, hence the JVM never exits properly and the pool becomes exhausted?

Looks like this is due to the matlab native code after all. Basically I think it causes the JVM not to exit, causing the effects we see above. I have the java wrapper src code for the matlab natives, but not the deeper lib, so its difficult to see whats causing it.

One solution might be to add a different way to recognise that a JVM is free. eg execute callable and forceCompletion when it returns, ignoring remnants?

rob42 avatar Aug 22 '19 22:08 rob42

Or maybe get the callable to output a flag to stdout in a finally clause?

rob42 avatar Aug 22 '19 22:08 rob42

I did try to recreate the problem to no avail. I even used JNI (with that simple native code I use for the tests), but everything worked fine.

I suspect JNI is the catalyst, though. The standard streams are redirected in the Java processes maintained by the pool so if you submit a task that prints to System.out, the message will never actually make its way to the standard out stream. However, if you use JNI, the native code will still be able to print to the standard streams. I am thinking this might cause complications in some cases.

JNI also has a peculiar way of crashing the JVM if there is an error in the native code. As you suggested, it might also just corrupt it instead of completely blowing it up.

ViktorC avatar Aug 22 '19 23:08 ViktorC

Or maybe get the callable to output a flag to stdout in a finally clause?

The slave Java process sends back a response to the pool if either the Callable's execution completes or an exception is thrown. If the callable completes, the response will contain its result, and if an exception is thrown, it will contain the exception (which then you can access wrapped in an ExecutionException when calling get() on the future instance).

So I guess this response functions as a flag.

As for terminating the process, it is again done by the exchange of specific request and response object.

ViktorC avatar Aug 22 '19 23:08 ViktorC

While JNI is a dodgy beast, the actual JNI code used here is quite robust. If I run it in a single JVM it rarely causes any problems. I suspect it starts an Executor or some other thread, which holds the JVM open, or maybe its an anomaly of the in and out stream redirection?

How does your lib decide when the task is complete?

rob42 avatar Aug 22 '19 23:08 rob42

I built a new version that has somewhat better logging which might help us identify when and where it all goes south.

pp4j-3.0.0.jar.zip

If you have some time to rerun it again with the new version, I would gladly inspect the logs.

ViktorC avatar Aug 22 '19 23:08 ViktorC

While JNI is a dodgy beast, the actual JNI code used here is quite robust. If I run it in a single JVM it rarely causes any problems. I suspect it starts an Executor or some other thread, which holds the JVM open, or maybe its an anomaly of the in and out stream redirection?

How does your lib decide when the task is complete?

Basically, it just waits for the callable to finish running or throw an exception. This is what happens in the Java process:

try {
  String line = in.readLine();
  if (line == null) {
    return;
  }
  line = line.trim();
  if (line.isEmpty()) {
    continue;
  }
  Object input = JavaObjectCodec.getInstance().decode(line);
  if (input == Request.TERMINATE) {
    System.out.println(JavaObjectCodec.getInstance().encode(Signal.TERMINATED));
    return;
  } else if (input instanceof Callable<?>) {
    Callable<?> c = (Callable<?>) input;
    redirectStdOut(dummyOut);
    Object output = c.call();
    redirectStdOut(originalOut);
    System.out.println(JavaObjectCodec.getInstance().encode(new Response(false, output)));
  }
} catch (Throwable e) {
  redirectStdOut(originalOut);
  System.out.println(JavaObjectCodec.getInstance().encode(new Response(true, e)));
}

ViktorC avatar Aug 22 '19 23:08 ViktorC

tried the new version - logging looks the same :-(

rob42 avatar Aug 22 '19 23:08 rob42

The difference is subtle but important. Every process executor uses multiple child threads (one for taking submissions off the queue and executing them, one for listening to the process' standard out stream, one for timing periods of idleness, etc.). With the new logging, we should be able to identify which threads belong to which process executor and therefore work out exactly what was sent to which process and what was sent back in return.

ViktorC avatar Aug 23 '19 00:08 ViktorC

There should be log entries like Starting {} thread of process executor {}....

ViktorC avatar Aug 23 '19 00:08 ViktorC

ok, attached. I see that thread 13 seems to execute, terminate, then starts, is sent a callable, but then stalls. Much later it gets 'terminated while executing'

11:44:40.326 [processPoolExecutor@1a052a00-secondaryThreadPool-thread-13] TRACE net.viktorc.pp4j.impl.AbstractProcessExecutor.executeCommand(AbstractProcessExecutor.java:432) - Command succeeded
11:44:40.326 [processPoolExecutor@1a052a00-secondaryThreadPool-thread-13] TRACE net.viktorc.pp4j.impl.AbstractProcessExecutor.executeSubmission(AbstractProcessExecutor.java:457) - Submission {commands:["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executed
11:44:40.327 [processPoolExecutor@1a052a00-secondaryThreadPool-thread-13] TRACE net.viktorc.pp4j.impl.AbstractProcessExecutor.tryExecute(AbstractProcessExecutor.java:518) - Terminating process after successful submission execution
11:44:40.327 [processPoolExecutor@1a052a00-secondaryThreadPool-thread-13] TRACE net.viktorc.pp4j.impl.AbstractProcessExecutor.tryTerminate(AbstractProcessExecutor.java:552) - Attempting to terminate process using termination submission
11:44:40.327 [Thread-8] DEBUG com.cp.matlab.servlet.MatlabExecutor.jobTiming(MatlabExecutor.java:160) - queue time: 19676
11:44:40.328 [processPoolExecutor@1a052a00-secondaryThreadPool-thread-13] TRACE net.viktorc.pp4j.impl.AbstractProcessExecutor.tryExecute(AbstractProcessExecutor.java:505) - Attempting to execute submission {commands:["rO0ABX5yACluZXQudmlrdG9yYy5wcDRqLmltcGwuSmF2YVByb2Nlc3MkUmVxdWVzdAAAAAAAAAAAEgAAeHIADmphdmEubGFuZy5FbnVtAAAAAAAAAAASAAB4cHQACVRFUk1JTkFURQ=="]}
11:44:40.328 [processPoolExecutor@1a052a00-secondaryThreadPool-thread-13] TRACE net.viktorc.pp4j.impl.AbstractProcessExecutor.executeSubmission(AbstractProcessExecutor.java:452) - Starting execution of submission
11:44:40.328 [processPoolExecutor@1a052a00-secondaryThreadPool-thread-13] TRACE net.viktorc.pp4j.impl.AbstractProcessExecutor.executeCommand(AbstractProcessExecutor.java:417) - Writing instruction "rO0ABX5yACluZXQudmlrdG9yYy5wcDRqLmltcGwuSmF2YVByb2Nlc3MkUmVxdWVzdAAAAAAAAAAAEgAAeHIADmphdmEubGFuZy5FbnVtAAAAAAAAAAASAAB4cHQACVRFUk1JTkFURQ==" to process' standard in
11:44:40.328 [Thread-8] DEBUG com.cp.matlab.servlet.MatlabExecutor.jobTiming(MatlabExecutor.java:165) - calc time: 4574
11:44:40.329 [Thread-8] DEBUG com.cp.matlab.servlet.CalcExecutorTest.run(CalcExecutorTest$1.java:67) - Response Status: 200
11:44:40.330 [Thread-8] DEBUG com.cp.matlab.servlet.CalcExecutorTest.run(CalcExecutorTest$1.java:69) - Response Content: {"calcTime":4574,"reply":"{\"lhs\":....

pp4j-true-extra-log.txt

rob42 avatar Aug 23 '19 00:08 rob42

Thank you for the logs. I found some interesting things.

I looked at a process executor that stalled. It first executed your task successfully and returned your JSON response. Then it proceeded to try and terminate the process (as expected given the terminateProcessAfterwards parameter was true) and sent the usual TERMINATE request to the process. However, when the process tried to decode the request, this exception was thrown:

java.io.StreamCorruptedException: invalid stream header: 057E7200
	at java.io.ObjectInputStream.readStreamHeader(ObjectInputStream.java:808)
	at java.io.ObjectInputStream.<init>(ObjectInputStream.java:301)
	at net.viktorc.pp4j.impl.JavaObjectCodec.decode(JavaObjectCodec.java:90)
	at net.viktorc.pp4j.impl.JavaProcess.main(JavaProcess.java:62)

When an exception is thrown in the process, it is caught and returned within a Response object. The problem is that the process output handler expects the process to output a TERMINATED signal in response and ignores everything else. As it never happens thanks to the exception, the process executor stalls until it is forcibly shut down.

This is definitely a resiliency issue that I can address in the library, but it only solves the problem of stalling executors. I am still not sure why the stream gets corrupted in the first place. 🤔

ViktorC avatar Aug 23 '19 00:08 ViktorC