I'm using a global Executor service with some fixed thread pool size. We have bunch of related tasks that we submit for execution and wait on list of futures.
Recently, we faced a high CPU utilization issue and on debugging I found that an exception occurred while calling get() on one of the item in list of futures. Current, we iterate over the list and there is a try catch surrounding the whole loop.
try{
List<Result> results = new ArrayList<>()
for(Future<Result> futureResult: futureResults{
Result result = futureResult.get();
results.add(result);
}
} catch(Exception e){
throw new InternalServiceException(e);
}
//Do something with results
Wanted to know the behaviour of other threads if get is never called on some of the items in future. I tried searching but was not able to find anything.
Also, can this behaviour trigger high CPU utilization ?
http://www.journaldev.com/1650/java-futuretask-example-program
I would still check if the future isDone as in the example above.
If you need to run other operations or want to utilize the CPU better then I would put the collector in a separate thread and perhaps just poll for results every minute or so.
Could be scheduled or handled by Thread.sleep.
Executors class provides various methods to execute Callable in a thread pool. Since callable tasks run in parallel, we have to wait for the returned Object.
Callable tasks return java.util.concurrent.Future object. Using Future we can find out the status of the Callable task and get the returned Object.
It provides get() method that can wait for the Callable to finish and then return the result.
There is an overloaded version of get() method where we can specify the time to wait for the result, it’s useful to avoid current thread getting blocked for longer time.
Future provides cancel() method to cancel the associated Callable task. There are isDone() and isCancelled() methods to find out the current status of associated Callable task.
Here is a simple example of Callable task that returns the name of thread executing the task after some random time.
We are using Executor framework to execute 10 tasks in parallel and use Future to get the result of the submitted tasks.
public class FutureObjectTest implements Callable<String>{
#Override
public String call() throws Exception {
long waitTime = (long) (Math.random()*10000);
System.out.println(Thread.currentThread().getName() + " waiting time in MILISECONDS " + waitTime);
Thread.sleep(waitTime);
return Thread.currentThread().getName() + " exiting call method.";
}
public static void main(String [] args){
List<Future<String>> futureObjectList = new ArrayList<Future<String>>();
ExecutorService executorService = Executors.newFixedThreadPool(5);
Callable<String> futureObjectTest = new FutureObjectTest();
for(int i=0; i<10; i++){
Future<String> futureResult = executorService.submit(futureObjectTest);
futureObjectList.add(futureResult);
}
for(Future<String> futureObj : futureObjectList){
try {
System.out.println(futureObj.get());
} catch (InterruptedException | ExecutionException e) {
e.printStackTrace();
}
}
System.out.println("Starting get method of wait");
////////////get(Timeout) method///////
futureObjectList.clear();
for(int i=0; i<10; i++){
Future<String> futureResult = executorService.submit(futureObjectTest);
futureObjectList.add(futureResult);
}
executorService.shutdown();
for(Future<String> futureObj : futureObjectList){
try {
System.out.println(futureObj.get(2000,TimeUnit.MILLISECONDS));
} catch (InterruptedException | ExecutionException | TimeoutException e) {
e.printStackTrace();
}
}
}
}
Related
I am new to concurrency and I was trying to implement executor service concurrency for a do-while loop. But I always run into RejectedExecutionException
Here is my sample code:
do {
Future<Void> future = executor.submit(new Callable<Void>() {
#Override
public Void call() throws Exception {
// action
return null;
}
});
futures.add(future);
executor.shutdown();
for (Future<Void> future : futures) {
try {
future.get();
}
catch (InterruptedException e) {
throw new IOException(e)
}
}
}
while (true);
But this seems incorrect. I think I am calling the shutdown at the wrong place. Can anyone please help me implement Executor Service in a do-while loop correctly. Thanks.
ExecutorService.shutdown() stops the ExecutorService from accepting anymore jobs. It should be called when you're done submitting jobs.
Also Future.get() is a blocking method, which means it will block the execution of current thread and next iteration of loop will not continue unless this future (on which the get is called) returns. This will happen in every iteration, which makes the code non parallel.
You can use a CountDownLatch to wait for all the jobs to return.
Following is the correct code.
final List<Object> results = Collections.synchronizedList(new ArrayList<Object>());
final CountDownLatch latch = new CountDownLatch(10);//suppose you'll have 10 futures
do {
Future<Void> future = executor.submit(new Callable<Void>() {
#Override
public Void call() throws Exception {
// action
latch.countDown();//decrease the latch count
results.add(result); // some result
return null;
}
});
futures.add(future);
} while (true);
executor.shutdown();
latch.await(); //This will block till latch.countDown() has been called 10 times.
//Now results has all the outputs, do what you want with them.
Also if you're working with Java 8 then you can take a look at this answer https://stackoverflow.com/a/36261808/5343269
You're right, the shutdown method is not being called at the correct time. The ExecutorService will not accept tasks after shutdown is called (unless you implement your own version that does).
You should call shutdown after you've already submitted all tasks to the executor, so in this case, somewhere after the do-while loop.
From ThreadPoolExecutor documentation:
Rejected tasks
New tasks submitted in method execute(Runnable) will be rejected when the Executor has been shut down, and also when the Executor uses finite bounds for both maximum threads and work queue capacity, and is saturated.
In either case, the execute method invokes the RejectedExecutionHandler.rejectedExecution(Runnable, ThreadPoolExecutor) method of its RejectedExecutionHandler
From your code, it's clearly evident that you are calling shutdown() first and submitting the tasks later.
On a different note, refer to this related SE question for right way of shutting down ExecutorService:
ExecutorService's shutdown() doesn't wait until all threads will be finished
This question already has answers here:
ExecutorService that interrupts tasks after a timeout
(11 answers)
Closed 7 years ago.
This is just an example to explain my problem...
I am using ExecutorService with 20 active threads and 75K max queued items...
In my case, a normal task should not take more than 10 seconds, if it takes more time that means there's some problem with the task.
If all the threads are hung due to problematic tasks my RejectionHandler would restart the entire service.
I have two questions here:
I do not like the idea of restarting the service, instead if there's
way to detect hanging thread and we could just restart that hung
thread that would be great. I have gone through couple of articles to handle hung threads with ThreadManager but have not found anything
with ExecutorService.
I am very much fascinated about the Executors.newCachedThredPool()
because on peak days we are heavily loaded with incoming tasks, and
on other days they are very few. Any suggestions would be greatly
appreciated.
public class HangingThreadTest {
// ExecutorService executorService = Executors.newCachedThreadPool()
private static ExecutorService executorService = new ThreadPoolExecutor(10,
20, 5L, TimeUnit.SECONDS, new LinkedBlockingQueue<Runnable>(75000));
public static void main(String... arg0) {
for (int i = 0; i < 50000; i++) {
executorService.submit(new Task());
}
}
}
/**
* Task to be completed
*/
class Task implements Runnable {
private static int count = 0;
#Override
public void run() {
count++;
if (count%5 == 0) {
try {
System.out.println("Hanging Thread task that needs to be reprocessed: "
+ Thread.currentThread().getName()+" count: "+count);
Thread.sleep(11000);
} catch (InterruptedException e) {
// Do something
}
}
else{
System.out.println("Normal Thread: "
+ Thread.currentThread().getName()+" count: "+count);
try {
Thread.sleep(1000);
} catch (InterruptedException e) {
//Do something
}
}
}
}
There is no build-in mechanism in Executors framework that would help terminate a thread if it has been running for more than a threshold value.
But we can achieve this with some extra code as below:
Get the Future object returned by the executorService.submit(...);.
Future future = executorService.submit(new Task());
Call the get method on this future object to and make it wait only for threshold interval for task completion. Below, an example that is waits for only 2 secs.
try {
f.get(2, TimeUnit.SECONDS);
} catch (TimeoutException e) {
f.cancel(true);
} catch (Exception e) {}
The above code waits for 2 seconds for task completion it throws a TimeoutException if it doesn't get completed during that time. Subsequently we can call cancel method on the future object. This results in setting the interrupt flag in the thread that is executing the task.
Now the final change is, in the Task class code we need to check at necessary points (application dependent), whether the interrupt flag has been set to true using isInterrupted() method of Thread class. If interrupted==true, we can do the necessary clean up and return from the run method immediately. The critical piece here is to identify the necessary points in your Task class where you want to check for this interrupted flag.
This makes the thread available for processing next task.
You may have a look at this article, it was very helpful for me before when I was facing the same problem : Java Hanging Thread Detection
I am trying to figure out a way to handle exceptions in a multi-thread setting. I would like to execute certain tasks in parallel, each of which might throw an exception that I need to react to (basically, by putting the failed task back into an execution queue). However, it seems to only way to actually get the exception from the thread is to create a Future and call its get() method. However, this essentially turns the calls into synchronous calls.
Maybe some code will illustrate the point:
ExecutorService executor = Executors.newFixedThreadPool(nThreads);
Task task = taskQueue.poll(); // let's assume that task implements Runnable
try {
executor.execute(task);
}
catch(Exception ex) {
// record the failed task, so that it can be re-added to the queue
}
However, in this case all tasks are launched, but the exceptions don't seem to get caught in this catch block here.
An alternative would be to use a Future instead of a thread and retrieve its result:
try {
Future<?> future = executor.submit(task);
future.get();
}
...
In this case, the exceptions are caught alright in the catch block, but at the price of having to wait until this operation is finished. So, the tasks are executed sequentially and not in parallel, as desired.
What am I missing? How can catch each's tasks Exceptions and react to them?
you could trigger all your tasks within one loop and check/await/retry in another:
Map<Future<?>, Task> futures = new HashMap<Future<?>, Task>()
while(!taskQueue.isEmpty()){
Task task = taskQueue.poll();
Future<?> future = executor.submit(task);
futures.put(future, task);
}
for(Map.Entry<Future<?>, Task> entry : futures.entrySet()){
try {
entry.getKey().get();
}
catch(ExecutionException ex) {
// record the failed task, so that it can be re-added to the queue
// you should add a retry counter because you want to prevent endless loops
taskQueue.add(entry.getValue());
}
catch(InterrupredException ex){
// thread interrupted, exit
Thread.interrupt();
return;
}
}
HTH, Mark
I am trying to send request to server in every 2 seconds in a thread and check if there is something for me give it back to me....For getting value i have to use callable. I am not able to figure out how to run callable thread in every 2 seconds and get value back from it...here is my sample code of callable implementation...
public String call(){
boolean done = true;
String returnData = "";
while(done){
try {
returnData = post.getAvailableChat();
if(!returnData.equals("")){
System.out.println("Value return by server is "+returnData);
return returnData;
}
return null;
} catch (IOException ex) {
done = false;
Logger.getLogger(GetChatThread.class.getName()).log(Level.SEVERE, null, ex);
}
Now here is my main class code i know i did it wrong here in main class because my code will not go to next line after while loop....but please tell me how to do it
Callable<String> callable = new CallableImpl(2);
ExecutorService executor = new ScheduledThreadPoolExecutor(1);
System.err.println("before future executor");
Future<String> future;
try {
while(chatLoop_veriable){
future = executor.submit(callable);
String serverReply = future.get();
if( serverReply != null){
System.out.println("value returned by the server is "+serverReply);
Thread.sleep(2*1000);
}//End of if
}//End of loop
} catch (Exception e) {
You rightly picked a ScheduledThreadPoolExecutor but you don't take advantage of the methods it provides, in particular in your case: scheduleAtFixedRate instead of submit. You can then remove the sleep part as the executor will handle the scheduling for you.
Future.get() is blocking so control will not returned to you after that until thread completes. you should use Future.get(long timeout,TimeUnit unit)
future.get(2, TimeUnit.SECONDS);
I think it should be more like this from the API docs
(note there is no "public" modifier so it probably needs to be a nested subclass or some alike to solve the access level of the variable)
it should be something like.....
Callable<String> call(){
// code for the 2000 millisecond thread Callable is some sort of data/process for
// a thread to "do"
return (Callable<String>)callable; // or 1
}
However , java.util.concurrent.Executors appears to be how this is achieved with Callable
note V is a vector as in the API docs.
I am looking for a way to execute batches of tasks in java. The idea is to have an ExecutorService based on a thread pool that will allow me to spread a set of Callable among different threads from a main thread. This class should provide a waitForCompletion method that will put the main thread to sleep until all tasks are executed. Then the main thread should be awaken, and it will perform some operations and resubmit a set of tasks.
This process will be repeated numerous times, so I would like to use ExecutorService.shutdown as this would require to create multiple instances of ExecutorService.
Currently I have implemented it in the following way using a AtomicInteger, and a Lock/Condition:
public class BatchThreadPoolExecutor extends ThreadPoolExecutor {
private final AtomicInteger mActiveCount;
private final Lock mLock;
private final Condition mCondition;
public <C extends Callable<V>, V> Map<C, Future<V>> submitBatch(Collection<C> batch){
...
for(C task : batch){
submit(task);
mActiveCount.incrementAndGet();
}
}
#Override
protected void afterExecute(Runnable r, Throwable t) {
super.afterExecute(r, t);
mLock.lock();
if (mActiveCount.decrementAndGet() == 0) {
mCondition.signalAll();
}
mLock.unlock();
}
public void awaitBatchCompletion() throws InterruptedException {
...
// Lock and wait until there is no active task
mLock.lock();
while (mActiveCount.get() > 0) {
try {
mCondition.await();
} catch (InterruptedException e) {
mLock.unlock();
throw e;
}
}
mLock.unlock();
}
}
Please not that I will not necessarily submit all the tasks from the batch at once, therefore CountDownLatch does not seem to be an option.
Is this a valid way to do it? Is there a more efficient/elegant way to implement that?
Thanks
I think the ExecutorService itself will be able to perform your requirements.
Call invokeAll([...]) and iterate over all of your Tasks. All Tasks are finished, if you can iterate through all Futures.
As the other answers point out, there doesn't seem to be any part of your use case that requires a custom ExecutorService.
It seems to me that all you need to do is submit a batch, wait for them all to finish while ignoring interrupts on the main thread, then submit another batch perhaps based on the results of the first batch. I believe this is just a matter of:
ExecutorService service = ...;
Collection<Future> futures = new HashSet<Future>();
for (Callable callable : tasks) {
Future future = service.submit(callable);
futures.add(future);
}
for(Future future : futures) {
try {
future.get();
} catch (InterruptedException e) {
// Figure out if the interruption means we should stop.
}
}
// Use the results of futures to figure out a new batch of tasks.
// Repeat the process with the same ExecutorService.
I agree with #ckuetbach that the default Java Executors should provide you with all of the functionality you need to execute a "batch" of jobs.
If I were you I would just submit a bunch of jobs, wait for them to finish with the ExecutorService.awaitTermination() and then just start up a new ExecutorService. Doing this to save on "thread creations" is premature optimization unless you are doing this 100s of times a second or something.
If you really are stuck on using the same ExecutorService for each of the batches then you can allocate a ThreadPoolExecutor yourself, and be in a loop looking at ThreadPoolExecutor.getActiveCount(). Something like:
BlockingQueue jobQueue = new LinkedBlockingQueue<Runnable>();
ThreadPoolExecutor executor = new ThreadPoolExecutor(NUM_THREADS, NUM_THREADS,
0L, TimeUnit.MILLISECONDS, jobQueue);
// submit your batch of jobs ...
// need to wait a bit for the jobs to start
Thread.sleep(100);
while (executor.getActiveCount() > 0 && jobQueue.size() > 0) {
// to slow the spin
Thread.sleep(1000);
}
// continue on to submit the next batch