Akka onReceive 方法是否同时执行? [英] Does Akka onReceive method execute concurrently?

问题描述

Here is my scenario:

I have a master actor, which receives messages from multiple child actors. These messages contain data to be aggregated. In this aggregation logic, do I need to take care of synchronization issues, if I use a shared data structure to collect the aggregation?

else if(arg0 instanceof ReducedMsg){

                           ReducedMsg reduced = (ReducedMsg)arg0;
        counter.decrementAndGet();

        synchronized(finalResult){

            finalResult.add((KeyValue<K, V>) reduced.getReduced());

            if(counter.get() == 0){
                                    if(checkAndReduce(finalResult)){

                    finalResult.clear();
                }
                else{
                    stop();
                    latch.countDown();
                }

            }

        }



    }

So as you can see I have a finalResult, to which each message will be aggregated, and after a processing logic the collection needs to be cleared as well.

Actually what I am trying to implement is a recursive (associative) reduction mapreduce. So I need to keep the synchronized block I assume? Or is it by any chance Akka executes the onReceive one thread at a time?

This logic produces accurate and predictable result on small data set. My problem is when my input data set is a little large, the code hangs. I want to be sure that is because of the context switches for my synchronization block, so that I may dwelve into a different design.

解决方案

onReceive() is never called concurrently. This is the most fundamental guarantee Akka is giving to you.

This means that if your counter variable is a field in an actor and no other piece of code can access that field directly, you can safely use normal int/long instead of AtomicInteger/AtomicLong. Also synchronization on finalResult is not necessary assuming it is a field encapsulated and hidden in an actor.

Finally the usage of CountDownLatch is suspicious. In Akka applications you shouldn't use any synchronizations primitives. Actors are essentially single-threaded and all communication (including waking up and passing data) should be implemented via message passing.

This is all explained in the documentation: http://doc.akka.io/docs/akka/2.0.2/general/jmm.html#Actors_and_the_Java_Memory_Model

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