Dependency between operations in scala actors
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Published on 2010-03-17T17:46:04Z
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2010/03/17
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I am trying to parallelise a code using scala actors. That is my first real code with actors, but I have some experience with Java Mulithreading and MPI in C. However I am completely lost.
The workflow I want to realise is a circular pipeline and can be described as the following:
- Each worker actor has a reference to another one, thus forming a circle
- There is a coordinator actor which can trigger a computation by sending a
StartWork()
message - When a worker receives a
StartWork()
message, it process some stuff locally and sendsDoWork(...)
message to its neighbour in the circle. - The neighbours do some other stuff and sends in turn a
DoWork(...)
message to its own neighbour. - This continues until the initial worker receives a
DoWork()
message. - The coordinator can send a
GetResult()
message to the initial worker and wait for a reply.
The point is that the coordinator should only receive a result when data is ready. How can a worker wait that the job returned to it before answering the GetResult()
message ?
To speed up computation, any worker can receive a StartWork()
at any time.
Here is my first try pseudo-implementation of the worker:
class Worker( neighbor: Worker, numWorkers: Int ) {
var ready = Foo()
def act() {
case StartWork() => {
val someData = doStuff()
neighbor ! DoWork( someData, numWorkers-1 )
}
case DoWork( resultData, remaining ) => if( remaining == 0 ) {
ready = resultData
} else {
val someOtherData = doOtherStuff( resultData )
neighbor ! DoWork( someOtherData, remaining-1 )
}
case GetResult() => reply( ready )
}
}
On the coordinator side:
worker ! StartWork()
val result = worker !? GetResult() // should wait
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