Monday, November 24, 2008

The Atomic Nugget Design Pattern: Part I

I've been telling people about the Atomic Nugget design pattern for a while, but I have not yet described it in detail anywhere. Atomic Nugget is a design pattern of my own creation that allows for better encapsulation with respect to synchronization in Java and similar languages. And yes, I mostly just like it because of the name, but I do happen to think it's legitamately useful. In this post, I'll just briefly talk about why Atomic Nugget is useful. In the next post, I'll give the code.

In Java, there are simple ways to protect the integrity of your objects with respect to multi-threading if you are the class implementer; you can make all of your public methods synchronized. This will ensure that access from multiple threads to an object instance are effectively serialized. (Of course, it's not always as simple as that, but to a first approximation, this strategy works.) However, what if you are implementing a class that depends on other thread-shared classes? For example, the following worker thread references a thread-shared work queue that is internally synchronized. 

class WorkerThread { 
  private Deque workQueue = // ...
  public void run() { while(true) { if( !this.workQueue.isEmpty() ) doWork( this.workQueue.pop() ) }  }
}

Please ignore the fact that this worker class has many problems. I'm trying to keep the examples short. There is one problem I would like you to focus on, however. The problem is the race condition. If another thread removes the last item from the work queue in between the time this thread calls isEmpty, and the time it calls pop, an exception will be thrown on the call to pop. This is a symptom of a more general problem. The designer of the queue has delineated certain critical sections when they wrote the methods of the queue class. However, as a client, I want to enlarge those critical sections, but in order to do so, I need access to the locks or synchronization primitives that are used internally to the queue. How do people solve this problem now?
  1. I could try to make this work by synchronizing on workQueue. However, this is very brittle and violates encapsulation. It requires me to look inside the implementation of the work queue, and ensure that the methods I want to call are synchronized on the work queue object itself, and not some other private member object. Also, if the implementation of the work queue ever changes, to use a different synchronization strategy, my code will be broken.
  2. The implementer can provide "lock" and "unlock" methods. This requires class implementers to think ahead to imagine how their classes might be used in the future. (My solution will require this too, as you will see.) But it also painfully requires clients to remember to call the unlock method, which in the simple case might not be to much additional work, but in reality requires clients to use a "finally" block, so that exceptions will not cause locks to be held on to indefinitely. And in general, it's just not nice to have to put your synchronization into the hands of your client.
Enter the Atomic Nugget.

2 comments:

  1. Isn't Iran making those?

    ReplyDelete
  2. Yes. In Iran they sell them at McDonalds.

    ReplyDelete