Fault Tolerance (Java with Lambda Support)

As explained in アクターシステム each actor is the supervisor of its children, and as such each actor defines fault handling supervisor strategy. This strategy cannot be changed afterwards as it is an integral part of the actor system’s structure.

Fault Handling in Practice

First, let us look at a sample that illustrates one way to handle data store errors, which is a typical source of failure in real world applications. Of course it depends on the actual application what is possible to do when the data store is unavailable, but in this sample we use a best effort re-connect approach.

Read the following source code. The inlined comments explain the different pieces of the fault handling and why they are added. It is also highly recommended to run this sample as it is easy to follow the log output to understand what is happening in runtime.

Creating a Supervisor Strategy

The following sections explain the fault handling mechanism and alternatives in more depth.

For the sake of demonstration let us consider the following strategy:

private static SupervisorStrategy strategy =
  new OneForOneStrategy(10, Duration.create("1 minute"), DeciderBuilder.
    match(ArithmeticException.class, e -> resume()).
    match(NullPointerException.class, e -> restart()).
    match(IllegalArgumentException.class, e -> stop()).
    matchAny(o -> escalate()).build());

@Override
public SupervisorStrategy supervisorStrategy() {
  return strategy;
}

I have chosen a few well-known exception types in order to demonstrate the application of the fault handling directives described in スーパービジョンとモニタリング. First off, it is a one-for-one strategy, meaning that each child is treated separately (an all-for-one strategy works very similarly, the only difference is that any decision is applied to all children of the supervisor, not only the failing one). There are limits set on the restart frequency, namely maximum 10 restarts per minute. -1 and Duration.Inf() means that the respective limit does not apply, leaving the possibility to specify an absolute upper limit on the restarts or to make the restarts work infinitely. The child actor is stopped if the limit is exceeded.

注釈

If the strategy is declared inside the supervising actor (as opposed to a separate class) its decider has access to all internal state of the actor in a thread-safe fashion, including obtaining a reference to the currently failed child (available as the getSender of the failure message).

Default Supervisor Strategy

Escalate is used if the defined strategy doesn't cover the exception that was thrown.

When the supervisor strategy is not defined for an actor the following exceptions are handled by default:

ActorInitializationException will stop the failing child actor
ActorKilledException will stop the failing child actor
Exception will restart the failing child actor
Other types of Throwable will be escalated to parent actor

If the exception escalate all the way up to the root guardian it will handle it in the same way as the default strategy defined above.

Stopping Supervisor Strategy

Closer to the Erlang way is the strategy to just stop children when they fail and then take corrective action in the supervisor when DeathWatch signals the loss of the child. This strategy is also provided pre-packaged as SupervisorStrategy.stoppingStrategy with an accompanying StoppingSupervisorStrategy configurator to be used when you want the "/user" guardian to apply it.

Logging of Actor Failures

By default the SupervisorStrategy logs failures unless they are escalated. Escalated failures are supposed to be handled, and potentially logged, at a level higher in the hierarchy.

You can mute the default logging of a SupervisorStrategy by setting loggingEnabled to false when instantiating it. Customized logging can be done inside the Decider. Note that the reference to the currently failed child is available as the getSender when the SupervisorStrategy is declared inside the supervising actor.

You may also customize the logging in your own SupervisorStrategy implementation by overriding the logFailure method.

Supervision of Top-Level Actors

Toplevel actors means those which are created using system.actorOf(), and they are children of the User Guardian. There are no special rules applied in this case, the guardian simply applies the configured strategy.

Test Application

The following section shows the effects of the different directives in practice, where a test setup is needed. First off, we need a suitable supervisor:

public class Supervisor extends AbstractActor {

  private static SupervisorStrategy strategy =
    new OneForOneStrategy(10, Duration.create("1 minute"), DeciderBuilder.
      match(ArithmeticException.class, e -> resume()).
      match(NullPointerException.class, e -> restart()).
      match(IllegalArgumentException.class, e -> stop()).
      matchAny(o -> escalate()).build());

  @Override
  public SupervisorStrategy supervisorStrategy() {
    return strategy;
  }


  public Supervisor() {
    receive(ReceiveBuilder.
      match(Props.class, props -> {
        sender().tell(context().actorOf(props), self());
      }).build()
    );
  }
}

This supervisor will be used to create a child, with which we can experiment:

public class Child extends AbstractActor {
  int state = 0;

  public Child() {
    receive(ReceiveBuilder.
      match(Exception.class, exception -> { throw exception; }).
      match(Integer.class, i -> state = i).
      matchEquals("get", s -> sender().tell(state, self())).build()
    );
  }
}

The test is easier by using the utilities described in Testing Actor Systems, where TestProbe provides an actor ref useful for receiving and inspecting replies.

import akka.actor.*;

import static akka.actor.SupervisorStrategy.resume;
import static akka.actor.SupervisorStrategy.restart;
import static akka.actor.SupervisorStrategy.stop;
import static akka.actor.SupervisorStrategy.escalate;
import akka.japi.pf.DeciderBuilder;
import akka.japi.pf.ReceiveBuilder;
import com.typesafe.config.Config;
import com.typesafe.config.ConfigFactory;
import docs.AbstractJavaTest;
import scala.PartialFunction;
import scala.concurrent.Await;
import static akka.pattern.Patterns.ask;
import scala.concurrent.duration.Duration;
import akka.testkit.TestProbe;

public class FaultHandlingTest extends AbstractJavaTest {
  static ActorSystem system;
  Duration timeout = Duration.create(5, SECONDS);

  @BeforeClass
  public static void start() {
    system = ActorSystem.create("FaultHandlingTest", config);
  }

  @AfterClass
  public static void cleanup() {
    JavaTestKit.shutdownActorSystem(system);
    system = null;
  }

  @Test
  public void mustEmploySupervisorStrategy() throws Exception {
    // code here
  }

}

Let us create actors:

Props superprops = Props.create(Supervisor.class);
ActorRef supervisor = system.actorOf(superprops, "supervisor");
ActorRef child = (ActorRef) Await.result(ask(supervisor,
  Props.create(Child.class), 5000), timeout);

The first test shall demonstrate the Resume directive, so we try it out by setting some non-initial state in the actor and have it fail:

child.tell(42, ActorRef.noSender());
assert Await.result(ask(child, "get", 5000), timeout).equals(42);
child.tell(new ArithmeticException(), ActorRef.noSender());
assert Await.result(ask(child, "get", 5000), timeout).equals(42);

As you can see the value 42 survives the fault handling directive. Now, if we change the failure to a more serious NullPointerException, that will no longer be the case:

child.tell(new NullPointerException(), ActorRef.noSender());
assert Await.result(ask(child, "get", 5000), timeout).equals(0);

And finally in case of the fatal IllegalArgumentException the child will be terminated by the supervisor:

final TestProbe probe = new TestProbe(system);
probe.watch(child);
child.tell(new IllegalArgumentException(), ActorRef.noSender());
probe.expectMsgClass(Terminated.class);

Up to now the supervisor was completely unaffected by the child’s failure, because the directives set did handle it. In case of an Exception, this is not true anymore and the supervisor escalates the failure.

child = (ActorRef) Await.result(ask(supervisor,
  Props.create(Child.class), 5000), timeout);
probe.watch(child);
assert Await.result(ask(child, "get", 5000), timeout).equals(0);
child.tell(new Exception(), ActorRef.noSender());
probe.expectMsgClass(Terminated.class);

The supervisor itself is supervised by the top-level actor provided by the ActorSystem, which has the default policy to restart in case of all Exception cases (with the notable exceptions of ActorInitializationException and ActorKilledException). Since the default directive in case of a restart is to kill all children, we expected our poor child not to survive this failure.

In case this is not desired (which depends on the use case), we need to use a different supervisor which overrides this behavior.

public class Supervisor2 extends AbstractActor {

  private static SupervisorStrategy strategy =
    new OneForOneStrategy(10, Duration.create("1 minute"), DeciderBuilder.
      match(ArithmeticException.class, e -> resume()).
      match(NullPointerException.class, e -> restart()).
      match(IllegalArgumentException.class, e -> stop()).
      matchAny(o -> escalate()).build());

  @Override
  public SupervisorStrategy supervisorStrategy() {
    return strategy;
  }


  public Supervisor2() {
    receive(ReceiveBuilder.
      match(Props.class, props -> {
        sender().tell(context().actorOf(props), self());
      }).build()
    );
  }

  @Override
  public void preRestart(Throwable cause, Option<Object> msg) {
    // do not kill all children, which is the default here
  }
}

With this parent, the child survives the escalated restart, as demonstrated in the last test:

superprops = Props.create(Supervisor2.class);
supervisor = system.actorOf(superprops);
child = (ActorRef) Await.result(ask(supervisor,
  Props.create(Child.class), 5000), timeout);
child.tell(23, ActorRef.noSender());
assert Await.result(ask(child, "get", 5000), timeout).equals(23);
child.tell(new Exception(), ActorRef.noSender());
assert Await.result(ask(child, "get", 5000), timeout).equals(0);

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