I was wondering if there is a Parallel.For equivalent to the .net version for Java?
If there is could someone please supply an example? thanks!
Java Parallel Streams is a feature of Java 8 and higher, meant for utilizing multiple cores of the processor. Normally any java code has one stream of processing, where it is executed sequentially.
parallel foreach() Works on multithreading concept: The only difference between stream(). forEach() and parallel foreach() is the multithreading feature given in the parallel forEach(). This is way faster that foreach() and stream.
Do something like this: For each method, create a Callable object that wraps that method. Create an Executor (a fixed thread pool executor should be fine). Put all your Callables in a list and invoke them with the Executor.
Does Java have support for multicore processors/parallel processing? Yes. It also has been a platform for other programming languages where the implementation added a "true multithreading" or "real threading" selling point.
I guess the closest thing would be:
ExecutorService exec = Executors.newFixedThreadPool(SOME_NUM_OF_THREADS); try { for (final Object o : list) { exec.submit(new Runnable() { @Override public void run() { // do stuff with o. } }); } } finally { exec.shutdown(); }
Based on TheLQ's comments, you would set SUM_NUM_THREADS to Runtime.getRuntime().availableProcessors();
Edit: Decided to add a basic "Parallel.For" implementation
public class Parallel { private static final int NUM_CORES = Runtime.getRuntime().availableProcessors(); private static final ExecutorService forPool = Executors.newFixedThreadPool(NUM_CORES * 2, new NamedThreadFactory("Parallel.For")); public static <T> void For(final Iterable<T> elements, final Operation<T> operation) { try { // invokeAll blocks for us until all submitted tasks in the call complete forPool.invokeAll(createCallables(elements, operation)); } catch (InterruptedException e) { e.printStackTrace(); } } public static <T> Collection<Callable<Void>> createCallables(final Iterable<T> elements, final Operation<T> operation) { List<Callable<Void>> callables = new LinkedList<Callable<Void>>(); for (final T elem : elements) { callables.add(new Callable<Void>() { @Override public Void call() { operation.perform(elem); return null; } }); } return callables; } public static interface Operation<T> { public void perform(T pParameter); } }
Example Usage of Parallel.For
// Collection of items to process in parallel Collection<Integer> elems = new LinkedList<Integer>(); for (int i = 0; i < 40; ++i) { elems.add(i); } Parallel.For(elems, // The operation to perform with each item new Parallel.Operation<Integer>() { public void perform(Integer param) { System.out.println(param); }; });
I guess this implementation is really more similar to Parallel.ForEach
Edit I put this up on GitHub if anyone is interested. Parallel For on GitHub
MLaw's solution is a very practical Parallel.ForEach. I added a bit modification to make a Parallel.For.
public class Parallel { static final int iCPU = Runtime.getRuntime().availableProcessors(); public static <T> void ForEach(Iterable <T> parameters, final LoopBody<T> loopBody) { ExecutorService executor = Executors.newFixedThreadPool(iCPU); List<Future<?>> futures = new LinkedList<Future<?>>(); for (final T param : parameters) { Future<?> future = executor.submit(new Runnable() { public void run() { loopBody.run(param); } }); futures.add(future); } for (Future<?> f : futures) { try { f.get(); } catch (InterruptedException e) { } catch (ExecutionException e) { } } executor.shutdown(); } public static void For(int start, int stop, final LoopBody<Integer> loopBody) { ExecutorService executor = Executors.newFixedThreadPool(iCPU); List<Future<?>> futures = new LinkedList<Future<?>>(); for (int i=start; i<stop; i++) { final Integer k = i; Future<?> future = executor.submit(new Runnable() { public void run() { loopBody.run(k); } }); futures.add(future); } for (Future<?> f : futures) { try { f.get(); } catch (InterruptedException e) { } catch (ExecutionException e) { } } executor.shutdown(); } } public interface LoopBody <T> { void run(T i); } public class ParallelTest { int k; public ParallelTest() { k = 0; Parallel.For(0, 10, new LoopBody <Integer>() { public void run(Integer i) { k += i; System.out.println(i); } }); System.out.println("Sum = "+ k); } public static void main(String [] argv) { ParallelTest test = new ParallelTest(); } }
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