java fork and join forkjoinpool
In Java, the ForkJoinPool
class is part of the java.util.concurrent
package and is used to implement a fork-join model for parallel programming. It provides a framework for splitting a task into subtasks and executing them in parallel, using multiple threads.
The ForkJoinPool
class extends the ThreadPoolExecutor
class and is specifically designed to work with the ForkJoinTask
class, which is a subclass of the RecursiveTask
and RecursiveAction
classes. The ForkJoinTask
class represents a task that can be split into smaller subtasks and executed in parallel. RecursiveTask
represents a task that returns a result, while RecursiveAction
represents a task that does not return a result.
The ForkJoinPool
class manages a pool of threads that can execute tasks in a fork-join model. When a task is submitted to the pool, it is divided into smaller subtasks, which are then executed in parallel by the available threads in the pool. The results of the subtasks are then combined to produce the final result of the original task.
Here is an example of a simple ForkJoinTask
implementation:
import java.util.concurrent.RecursiveTask; public class MyTask extends RecursiveTask<Long> { private final long start; private final long end; public MyTask(long start, long end) { this.start = start; this.end = end; } @Override protected Long compute() { long sum = 0; if (end - start <= 1000) { for (long i = start; i <= end; i++) { sum += i; } } else { long mid = (start + end) / 2; MyTask left = new MyTask(start, mid); MyTask right = new MyTask(mid + 1, end); left.fork(); right.fork(); sum = left.join() + right.join(); } return sum; } }Source:gi.wwwiftidea.com
In this example, MyTask
extends the RecursiveTask
class and calculates the sum of numbers between two given values. If the range of numbers is less than or equal to 1000, it calculates the sum using a simple loop. If the range of numbers is greater than 1000, it splits the task into two smaller subtasks and uses the fork()
method to submit them to the ForkJoinPool
. It then waits for the subtasks to complete using the join()
method and combines their results to produce the final result.
To use this ForkJoinTask
, you can submit it to a ForkJoinPool
like this:
ForkJoinPool forkJoinPool = new ForkJoinPool(); MyTask task = new MyTask(1, 100000); long result = forkJoinPool.invoke(task); System.out.println("Result: " + result); forkJoinPool.shutdown();
In this example, we create a new ForkJoinPool
and submit a MyTask
object with a range of values from 1 to 100000. We use the invoke()
method on the ForkJoinPool
object to wait for the task to complete and retrieve its result. Finally, we shut down the ForkJoinPool
.
The ForkJoinPool
provides a powerful and flexible framework for parallel programming, but it's important to use it correctly and handle errors and exceptions carefully to avoid deadlocks and other concurrency-related issues.