জাভা 8 এ কীভাবে একটি ব্লকিং ব্যাকগ্রাউন্ড লোডার তৈরি করবেন?


22

প্রশ্ন

আপনি কীভাবে জাভা 8 এ একটি যথাযথ পটভূমি লোডার তৈরি করবেন? শর্তসমূহ:

  • তথ্য পটভূমিতে লোড করা উচিত
  • লোড হওয়ার পরে ডেটা প্রদর্শিত হবে
  • ডেটা লোড করার সময় আর কোনও অনুরোধ গ্রহণ করা উচিত নয়
  • ডেটা লোড করার সময় যদি অনুরোধগুলি উপস্থিত থাকে তবে নির্দিষ্ট সময়সীমা (উদাহরণস্বরূপ 5 সেকেন্ড) পরে আরেকটি লোডিং নির্ধারিত করা উচিত

উদ্দেশ্য হল উদাহরণস্বরূপ পুনরায় লোড অনুরোধগুলি গ্রহণ করা হয়, তবে অনুরোধগুলি দিয়ে ডাটাবেস প্লাবিত হয় না।

MCVE

এখানে একটি এমসিভিই আছে। এটি একটি ব্যাকগ্রাউন্ড টাস্ক নিয়ে গঠিত যা কেবলমাত্র থ্রেডকে অনুরোধ করে লোডিংকে সিমুলেট করে 2 সেকেন্ডের জন্য ঘুমান। টাস্কটি প্রতি সেকেন্ডে নির্ধারিত হয় যা প্রাকৃতিকভাবে পটভূমি লোডিং কাজের একটি ওভারল্যাপের দিকে নিয়ে যায়, যা এড়ানো উচিত।

public class LoadInBackgroundExample {

  /**
   * A simple background task which should perform the data loading operation. In this minimal example it simply invokes Thread.sleep
   */
  public static class BackgroundTask implements Runnable {

    private int id;

    public BackgroundTask(int id) {
      this.id = id;
    }

    /**
     * Sleep for a given amount of time to simulate loading.
     */
    @Override
    public void run() {

      try {

        System.out.println("Start #" + id + ": " + Thread.currentThread());

        long sleepTime = 2000; 
        Thread.sleep( sleepTime);

      } catch (InterruptedException e) {
        e.printStackTrace();
      } finally {
        System.out.println("Finish #" + id + ": " + Thread.currentThread());
      }

    }
  }

  /**
   * CompletableFuture which simulates loading and showing data.
   * @param taskId Identifier of the current task
   */
  public static void loadInBackground( int taskId) {

    // create the loading task
    BackgroundTask backgroundTask = new BackgroundTask( taskId);

    // "load" the data asynchronously
    CompletableFuture<String> completableFuture = CompletableFuture.supplyAsync(new Supplier<String>() {

      @Override
      public String get() {

        CompletableFuture<Void> future = CompletableFuture.runAsync(backgroundTask);

        try {

          future.get();

        } catch (InterruptedException | ExecutionException e) {
          e.printStackTrace();
        }

        return "task " + backgroundTask.id;
      }
    });

    // display the data after they are loaded
    CompletableFuture<Void> future = completableFuture.thenAccept(x -> {

      System.out.println( "Background task finished:" + x);

    });

  }


  public static void main(String[] args) {

    // runnable which invokes the background loader every second
    Runnable trigger = new Runnable() {

      int taskId = 0;

      public void run() { 

        loadInBackground( taskId++);

      }
    };

    // create scheduler
    ScheduledExecutorService scheduler = Executors.newScheduledThreadPool(1);
    ScheduledFuture<?> beeperHandle = scheduler.scheduleAtFixedRate(trigger, 0, 1, TimeUnit.SECONDS);

    // cancel the scheudler and the application after 10 seconds
    scheduler.schedule(() -> beeperHandle.cancel(true), 10, TimeUnit.SECONDS);

    try {
      beeperHandle.get();
    } catch (Throwable th) {
    }

    System.out.println( "Cancelled");
    System.exit(0);
  }

}

আউটপুটটি হ'ল:

Start #0: Thread[ForkJoinPool.commonPool-worker-2,5,main]
Start #1: Thread[ForkJoinPool.commonPool-worker-4,5,main]
Start #2: Thread[ForkJoinPool.commonPool-worker-6,5,main]
Finish #0: Thread[ForkJoinPool.commonPool-worker-2,5,main]
Background task finished:task 0
Finish #1: Thread[ForkJoinPool.commonPool-worker-4,5,main]
Background task finished:task 1
Start #3: Thread[ForkJoinPool.commonPool-worker-4,5,main]
Finish #2: Thread[ForkJoinPool.commonPool-worker-6,5,main]
Background task finished:task 2
Start #4: Thread[ForkJoinPool.commonPool-worker-6,5,main]
Start #5: Thread[ForkJoinPool.commonPool-worker-2,5,main]
Finish #3: Thread[ForkJoinPool.commonPool-worker-4,5,main]
Background task finished:task 3
Start #6: Thread[ForkJoinPool.commonPool-worker-4,5,main]
Finish #4: Thread[ForkJoinPool.commonPool-worker-6,5,main]
Background task finished:task 4
Finish #5: Thread[ForkJoinPool.commonPool-worker-2,5,main]
Background task finished:task 5
Start #7: Thread[ForkJoinPool.commonPool-worker-2,5,main]
Finish #6: Thread[ForkJoinPool.commonPool-worker-4,5,main]
Start #8: Thread[ForkJoinPool.commonPool-worker-6,5,main]
Background task finished:task 6
Start #9: Thread[ForkJoinPool.commonPool-worker-4,5,main]
Finish #7: Thread[ForkJoinPool.commonPool-worker-2,5,main]
Background task finished:task 7
Start #10: Thread[ForkJoinPool.commonPool-worker-2,5,main]
Finish #8: Thread[ForkJoinPool.commonPool-worker-6,5,main]
Background task finished:task 8
Cancelled

লক্ষ্যটি হ'ল উদাঃ # 1 এবং # 2 এড়িয়ে গেছেন কারণ # 0 এখনও চলছে।

সমস্যা

আপনি ব্লকিং প্রক্রিয়াটি সঠিকভাবে কোথায় সেট করবেন? সিঙ্ক্রোনাইজেশন ব্যবহার করা উচিত? নাকি কিছু AtomicBoolean? এবং যদি তা হয়, তবে এটি get()পদ্ধতির ভিতরে বা অন্য কোথাও হওয়া উচিত ?


5
আপনি ব্লকিংকিউ বিবেচনা করেছেন ?
আবরা

এখনও না, তবে এটি একটি বৈধ পদ্ধতির মতো শোনাচ্ছে। আমি তা চেক আউট করব. ধন্যবাদ!
রোল্যান্ড

আপনি কি ExecutorServiceথ্রেড পুল আকারের 1 এর সাথে বিবেচনা করেছেন?
ব্যবহারকারী 207421

2
@ রোল্যান্ড অনুগ্রহ সম্পর্কে কি? আপনার দ্বারা সর্বশেষ মন্তব্যের পরে প্রশ্নের কোনও আপডেট নেই। আপনি কি অন্বেষণ করেছেন BlockingQueue?
নামান

'ব্লকিং ব্যাকগ্রাউন্ড' শর্তাবলী একটি বৈপরীত্য মূর্ত প্রতীক হিসাবে উপস্থিত হয়।
ব্যবহারকারী 207421

উত্তর:


6

টাস্কটি কার্যকর করতে ইতিমধ্যে আপনার কাছে একটি থ্রেডপুল রয়েছে। এটি অপরিহার্যভাবে নয় এবং অন্য async নির্বাহকের ( ForkJoinPoolযখন আপনি ব্যবহার করবেন) কাজটি চালানোর জন্য জিনিসটিকে জটিল করে তুলবেনCompletableFuture )

এটাকে সহজ করো:

public static void loadInBackground(int taskId) {
    // create the loading task
    BackgroundTask backgroundTask = new BackgroundTask(taskId);
    // No need to run in async, as it already in executor
    backgroundTask.run();
}

আপনি যখন শিডিয়ুলএটিফিক্সডেরেটের সাহায্যে আবেদন করেছিলেন তখন শিডিউডএক্সেকিউটারস সার্ভিস একবারে কেবলমাত্র একটি কাজ পরিচালিত হবে তা নিশ্চিত করবে

প্রদত্ত প্রাথমিক বিলম্বের পরে প্রথমে সক্ষম হয়ে ওঠে এবং পরে প্রদত্ত সময়কালে একটি পর্যায়ক্রমিক ক্রিয়া তৈরি করে এবং সম্পাদন করে; এটি হ'ল মৃত্যুদণ্ডগুলি প্রাথমিকের পরে ডেলি শুরু হবে আর ইনিশিয়ালডিলে + পিরিয়ড, তারপরে ইনিশিয়ালডিলে + 2 * পিরিয়ড এবং আরও অনেক কিছু। যদি কোনও কার্য সম্পাদন ব্যতিক্রম হয়, তবে পরবর্তী মৃত্যুদণ্ডকে দমন করা হয়। অন্যথায়, টাস্ক কেবল বাতিল বা নির্বাহকের সমাপ্তির মাধ্যমে শেষ হবে। যদি এই কাজের কোনও কার্যকারিতা তার সময়ের চেয়ে বেশি সময় নেয় তবে পরবর্তী মৃত্যুদণ্ডগুলি দেরীতে শুরু হতে পারে তবে একই সাথে সম্পাদন হবে না


5

প্রয়োজনীয়তা হিসাবে নিম্নলিখিত গ্রহণ করা:

  • তথ্য পটভূমিতে লোড করা উচিত
  • লোড হওয়ার পরে ডেটা প্রদর্শিত হবে
  • ডেটা লোড করার সময় আর কোনও অনুরোধ গ্রহণ করা উচিত নয়
  • ডেটা লোড করার সময় যদি অনুরোধগুলি উপস্থিত থাকে তবে নির্দিষ্ট সময়সীমা (উদাহরণস্বরূপ 5 সেকেন্ড) পরে আরেকটি লোডিং নির্ধারিত করা উচিত

সমাধান উপর ভিত্তি করে বিল্ড করা ca Executors.newSingleThreadExecutor(), CompletableFutureএবং LinkedBlockingQueue:

public class SingleThreadedLoader {

  private static class BackgroundTask extends CompletableFuture<String> {

    private final String query;

    private BackgroundTask(String query) {
      this.query = query;
    }

    public String getQuery() {
      return query;
    }
  }

  private final BlockingQueue<BackgroundTask> tasks = new LinkedBlockingQueue<>();
  // while data are loaded no further requests should be accepted
  private final Executor executor = Executors.newSingleThreadExecutor();

  private final int delaySeconds;

  private AtomicReference<Instant> lastExecution = new AtomicReference<>(Instant.EPOCH);

  public SingleThreadedLoader(int delaySeconds) {
    this.delaySeconds = delaySeconds;
    setupLoading();
  }

  public BackgroundTask loadInBackground(String query) {
    log("Enqueued query " + query);
    BackgroundTask task = new BackgroundTask(query);
    tasks.add(task);
    return task;
  }

  private void setupLoading() {
    // data should be loaded in background
    executor.execute(() -> {
      while (true) {
        try {
          // if there were requests while the data were loaded
          // another loading should be scheduled after a certain timeout (e. g. 5 seconds)
          Instant prev = lastExecution.get();
          long delay = Duration.between(prev, Instant.now()).toSeconds();
          if (delay < delaySeconds) {
            log("Waiting for 5 seconds before next data loading");
            TimeUnit.SECONDS.sleep(delaySeconds - delay);
          }
          BackgroundTask task = tasks.take();
          try {
            String query = task.getQuery();
            String data = loadData(query);
            task.complete(data);
          } catch (Exception e) {
            task.completeExceptionally(e);
          }
          lastExecution.set(Instant.now());
        } catch (InterruptedException e) {
          log(e.getMessage());
          return;
        }
      }
    });
  }

  private String loadData(String query) {
    try {
      log("Loading data for " + query);
      TimeUnit.SECONDS.sleep(2);
      log("Loaded data for " + query);
      return "Result " + query;
    } catch (InterruptedException e) {
      throw new RuntimeException(e);
    }
  }

  private static void log(String str) {
    String time = LocalTime.now().truncatedTo(ChronoUnit.SECONDS).format(DateTimeFormatter.ISO_TIME);
    String thread = Thread.currentThread().getName();
    System.out.println(time + ' ' + thread + ": " + str);
  }

  public static void main(String[] args) throws Exception {
    SingleThreadedLoader loader = new SingleThreadedLoader(5);
    // after the loading the data should be displayed
    loader.loadInBackground("1").thenAccept(SingleThreadedLoader::log);
    loader.loadInBackground("2").thenAccept(SingleThreadedLoader::log);
    loader.loadInBackground("3").thenAccept(SingleThreadedLoader::log);

    log("Do another work in the main thread");

    TimeUnit.SECONDS.sleep(30);
  }
}

মৃত্যুদন্ড কার্যকর হওয়ার পরে স্টডআউটের নিম্নলিখিত আউটপুট থাকবে:

10:29:26 main: Enqueued query 1
10:29:26 pool-1-thread-1: Loading data for 1
10:29:26 main: Enqueued query 2
10:29:26 main: Enqueued query 3
10:29:26 main: Do another work in the main thread
10:29:28 pool-1-thread-1: Loaded data for 1
10:29:28 pool-1-thread-1: Result 1
10:29:28 pool-1-thread-1: Waiting for 5 seconds before next data loading
10:29:33 pool-1-thread-1: Loading data for 2
10:29:36 pool-1-thread-1: Loaded data for 2
10:29:36 pool-1-thread-1: Result 2
10:29:36 pool-1-thread-1: Waiting for 5 seconds before next data loading
10:29:41 pool-1-thread-1: Loading data for 3
10:29:43 pool-1-thread-1: Loaded data for 3
10:29:43 pool-1-thread-1: Result 3

4

আমি একটি অ্যাটমিকআইন্টিজার যুক্ত করেছি যা আপনার আসল কোডটিতে এই সামান্য পরিবর্তন নিয়ে সরল লক () এবং আনলক () পদ্ধতিগুলি সহ কাজগুলি চালনার জন্য একটি কাউন্টার হিসাবে কাজ করবে: আমি আউটপুট পেয়েছি:

Start #0: Thread[ForkJoinPool.commonPool-worker-2,5,main]
background task cancelled  1
background task cancelled  2
Finish #0: Thread[ForkJoinPool.commonPool-worker-2,5,main]
Background task finished:task 0
Start #3: Thread[ForkJoinPool.commonPool-worker-2,5,main]
background task cancelled  4
Finish #3: Thread[ForkJoinPool.commonPool-worker-2,5,main]
background task cancelled  5
Background task finished:task 3
Start #6: Thread[ForkJoinPool.commonPool-worker-3,5,main]
background task cancelled  7
Finish #6: Thread[ForkJoinPool.commonPool-worker-3,5,main]
background task cancelled  8
Background task finished:task 6
Start #9: Thread[ForkJoinPool.commonPool-worker-2,5,main]
background task cancelled  10
Cancelled

আপনার কাজের জন্য এখানে আমার সমাধান:

public class LoadInBackgroundExample {
    //Added new exception
    public static class AlreadyIsRunningException extends RuntimeException {
        long taskId;

        public AlreadyIsRunningException(String message, long taskId) {
            super(message);
            this.taskId = taskId;
        }

        public long getTaskId() {
            return taskId;
        }

        public void setTaskId(long taskId) {
            this.taskId = taskId;
        }
    }


    /**
     * A simple background task which should perform the data loading operation. In this minimal example it simply invokes Thread.sleep
     */
    public static class BackgroundTask implements Runnable {


        //this atomicInteger acts as a global lock counter for BackgroundTask objects
        private static AtomicInteger counter = new AtomicInteger(0);


        private int id;

        public BackgroundTask(int id) {
            this.id = id;
        }

        private void unlock() {
            counter.decrementAndGet();
        }

        private void lock() {
            //we need to check this way to avoid some unlucky timing between threads
            int lockValue = counter.incrementAndGet();
            //if we got counter different than 1 that means that some other task is already running (it has already acquired the lock)
            if (lockValue != 1) {
                //rollback our check
                counter.decrementAndGet();
                //throw an exception
                throw new AlreadyIsRunningException("Some other task already is running", id);
            }
        }

        /**
         * Sleep for a given amount of time to simulate loading.
         */
        @Override
        public void run() {
            //Check if we can acquire lock

            lock();
            //we have a lock to
            try {
                System.out.println("Start #" + id + ": " + Thread.currentThread());
                long sleepTime = 2000;
                Thread.sleep(sleepTime);
            } catch (InterruptedException e) {
                e.printStackTrace();
            } finally {
                System.out.println("Finish #" + id + ": " + Thread.currentThread());
                unlock();
            }
        }
    }

    /**
     * CompletableFuture which simulates loading and showing data.
     *
     * @param taskId Identifier of the current task
     */


    public static void loadInBackground(int taskId) {
        // create the loading task
        BackgroundTask backgroundTask = new BackgroundTask(taskId);
        // "load" the data asynchronously
        CompletableFuture<String> completableFuture = CompletableFuture.supplyAsync(new Supplier<String>() {
            @Override
            public String get() {
                CompletableFuture<Void> future = CompletableFuture.runAsync(backgroundTask);

                try {
                    future.get();
                } catch (ExecutionException e) {
                    if (e.getCause() instanceof AlreadyIsRunningException) {
                        System.out.println("background task cancelled  " + ((AlreadyIsRunningException) e.getCause()).getTaskId());
                        throw (AlreadyIsRunningException) e.getCause();
                    }
                } catch (InterruptedException e) {
                    e.printStackTrace();
                }
                return "task " + backgroundTask.id;
            }
        });
        // display the data after they are loaded
        CompletableFuture<Void> future = completableFuture.thenAccept(x -> {
            System.out.println("Background task finished:" + x);
        });
    }

    ArrayList<BackgroundTask> backgroundTasks = new ArrayList<>();


    public static void main(String[] args) {
        // runnable which invokes the background loader every second
        Runnable trigger = new Runnable() {
            int taskId = 0;

            public void run() {
                loadInBackground(taskId++);
            }
        };

        // create scheduler
        ScheduledExecutorService scheduler = Executors.newScheduledThreadPool(1);
        ScheduledFuture<?> beeperHandle = scheduler.scheduleAtFixedRate(trigger, 0, 1, TimeUnit.SECONDS);

        // cancel the scheudler and the application after 10 seconds
        scheduler.schedule(() -> beeperHandle.cancel(true), 10, TimeUnit.SECONDS);

        try {
            beeperHandle.get();
        } catch (Throwable th) {
        }

        System.out.println("Cancelled");
        System.exit(0);
    }

হালনাগাদ

আমি লক () এবং আনলক () পদ্ধতিগুলিকে আরও সাধারণ আকারে পরিবর্তন করেছি:

private static  AtomicBoolean atomicBoolean = new AtomicBoolean(false);
        private void unlock() {
            atomicBoolean.set(false);
        }
        private void lock() {
            //if 'changed' is false that means some other task is already running
            boolean changed = atomicBoolean.compareAndSet(false,true);
            if (!changed) {
                throw new AlreadyIsRunningException("Some other task  is already running", id);
            }
        }

2

যদি বুঝতে হয় আপনার একই সাথে পটভূমিতে বেশ কয়েকটি কাজ রয়েছে। যেহেতু এই কাজগুলি ঠিক একই কাজ করছে আপনি সমান্তরালভাবে এগুলি সম্পাদন করতে চান না কাজটি শেষ করতে এবং এর ফলাফলগুলি অন্যদের কাছে ভাগ করে নিতে আপনার একটি কাজ প্রয়োজন one সুতরাং আপনি যদি CompletableFutureএকই সাথে 10 পান তবে আপনি তাদের মধ্যে একটির কাছে ডিবিতে 'পুনরায় লোড' কল করতে চান এবং মৃত্যুদন্ডের ফলাফলগুলি এমনভাবে ভাগ করুন যে সমস্ত CompletableFutureফলাফলের সাথে স্বাভাবিকভাবে সম্পূর্ণ হয়। আমি এটি থেকে অনুমান

লক্ষ্যটি হ'ল উদাঃ # 1 এবং # 2 এড়িয়ে গেছেন কারণ # 0 এখনও চলছে।

এবং

লোড হওয়ার পরে ডেটা প্রদর্শিত হবে

আমার অনুমানগুলি সঠিক হলে আপনি আমার সমাধান চেষ্টা করতে পারেন।

কাজের মধ্যে আমার একরকম পিতা-মাতার সন্তানের সম্পর্ক রয়েছে। পিতা-মাতার কাজটি হ'ল যা তার কাজটি সত্যিই করছে এবং ফলাফলটি তার বাচ্চাদের কাছে ভাগ করে নিয়েছে। চাইল্ড টাস্ক এমন একটি টাস্ক যা অভিভাবক টাস্কটি কার্যকর হওয়ার সময় যুক্ত করা হয়েছিল, পিতা-মাতার টাস্কের সম্পাদন শেষ না হওয়া পর্যন্ত শিশু টাস্ক অপেক্ষা করে। পিতামাতার টাস্কের ফলাফলগুলি এখনও 'তাজা' হওয়ায় এগুলি প্রতিটি বাচ্চার অনুলিপি করা হয় এবং তাদের সকলের ভবিষ্যত শেষ হয়।

public class BackgroundService {


    public static class BackgroundJob implements Callable<String> {

        private static BackgroundJob ROOT_JOB = null;

        private synchronized static void addBackgroundJob(BackgroundJob backgroundJob) {
            if (ROOT_JOB != null) {
                ROOT_JOB.addChild(backgroundJob);
            } else {
                System.out.println();
                System.out.println(Thread.currentThread().getName() + " RUNNING ROOT TASK-" + backgroundJob.jobId);
                ROOT_JOB = backgroundJob;
            }
        }

        private synchronized static void unlock() {
            ROOT_JOB = null;
        }

        private final int jobId;
        private List<BackgroundJob> children = new ArrayList<>();
        private BackgroundJob parent;
        private String providedResultFromParent = null;


        public BackgroundJob(int jobId) {
            this.jobId = jobId;
        }

        private  void addChild(BackgroundJob backgroundJob) {
            backgroundJob.parent = this;
            this.children.add(backgroundJob);
        }

        @Override
        public String call() throws Exception {
            addBackgroundJob(this);
            if (parent == null) {
                String result = logic();

                synchronized (ROOT_JOB) {
                    for (final BackgroundJob backgroundJob : children) {
                        backgroundJob.providedResultFromParent = result;
                        synchronized (backgroundJob) {
                            backgroundJob.notify();
                        }
                    }
                    unlock();
                }

                return "\t\tROOT task" + jobId + "'s " + result;
            } else {
                synchronized (this) {
                    System.out.println(Thread.currentThread().getName() + "\t\tskipping task-" + jobId + " and waiting running task-" + parent.jobId + " to finish");
                    this.wait();
                }
                return "\t\t\t\ttask-" + jobId + "'s " + providedResultFromParent;
            }
        }

        private String logic() throws InterruptedException {
            Thread.sleep(2000);
            return (int) (Math.random() * 1000) + " ";
        }
    }

    public static void main(String[] args) throws InterruptedException, ExecutionException {
        AtomicInteger atomicInteger = new AtomicInteger();
        ExecutorService pool = Executors.newCachedThreadPool();
        Supplier<String> job = () -> {
            int taskId = atomicInteger.incrementAndGet();
            BackgroundJob backgroundJob = new BackgroundJob(taskId);
            try {
                return backgroundJob.call();
            } catch (Exception e) {
                e.printStackTrace();
            }
            return "finished " + taskId;
        };

        for (int i = 100; i > 0; i--) {
            CompletableFuture.supplyAsync(job, pool).thenAccept(s -> System.out.println(Thread.currentThread().getName()+" "+ s + " result is readable"));
            Thread.sleep((long) (Math.random() * 500));
        }

        pool.awaitTermination(Long.MAX_VALUE, TimeUnit.DAYS);
        pool.shutdown();
    }

এবং এখানে ফলাফল:

pool-1-thread-1 RUNNING ROOT TASK-1
pool-1-thread-2     skipping task-2 and waiting running task-1 to finish
pool-1-thread-3     skipping task-3 and waiting running task-1 to finish
pool-1-thread-4     skipping task-4 and waiting running task-1 to finish
pool-1-thread-5     skipping task-5 and waiting running task-1 to finish
pool-1-thread-6     skipping task-6 and waiting running task-1 to finish
pool-1-thread-7     skipping task-7 and waiting running task-1 to finish
pool-1-thread-8     skipping task-8 and waiting running task-1 to finish
pool-1-thread-3                 task-3's 165  result is readable
pool-1-thread-8                 task-8's 165  result is readable
pool-1-thread-6                 task-6's 165  result is readable
pool-1-thread-5                 task-5's 165  result is readable
pool-1-thread-7                 task-7's 165  result is readable
pool-1-thread-2                 task-2's 165  result is readable
pool-1-thread-1         ROOT task1's 165  result is readable
pool-1-thread-4                 task-4's 165  result is readable

pool-1-thread-4 RUNNING ROOT TASK-9
pool-1-thread-1     skipping task-10 and waiting running task-9 to finish
pool-1-thread-2     skipping task-11 and waiting running task-9 to finish
pool-1-thread-7     skipping task-12 and waiting running task-9 to finish
pool-1-thread-5     skipping task-13 and waiting running task-9 to finish
pool-1-thread-8     skipping task-14 and waiting running task-9 to finish
pool-1-thread-6     skipping task-15 and waiting running task-9 to finish
pool-1-thread-3     skipping task-16 and waiting running task-9 to finish
pool-1-thread-9     skipping task-17 and waiting running task-9 to finish
pool-1-thread-10        skipping task-18 and waiting running task-9 to finish
pool-1-thread-1                 task-10's 370  result is readable
pool-1-thread-10                task-18's 370  result is readable
pool-1-thread-4         ROOT task9's 370  result is readable
pool-1-thread-9                 task-17's 370  result is readable
pool-1-thread-7                 task-12's 370  result is readable
pool-1-thread-6                 task-15's 370  result is readable
pool-1-thread-8                 task-14's 370  result is readable
pool-1-thread-2                 task-11's 370  result is readable
pool-1-thread-3                 task-16's 370  result is readable
pool-1-thread-5                 task-13's 370  result is readable

pool-1-thread-5 RUNNING ROOT TASK-19
pool-1-thread-3     skipping task-20 and waiting running task-19 to finish
pool-1-thread-2     skipping task-21 and waiting running task-19 to finish
pool-1-thread-8     skipping task-22 and waiting running task-19 to finish
pool-1-thread-6     skipping task-23 and waiting running task-19 to finish
pool-1-thread-7     skipping task-24 and waiting running task-19 to finish
pool-1-thread-9     skipping task-25 and waiting running task-19 to finish
pool-1-thread-4     skipping task-26 and waiting running task-19 to finish
pool-1-thread-10        skipping task-27 and waiting running task-19 to finish
pool-1-thread-1     skipping task-28 and waiting running task-19 to finish
pool-1-thread-5         ROOT task19's 574  result is readable
pool-1-thread-8                 task-22's 574  result is readable
pool-1-thread-4                 task-26's 574  result is readable
pool-1-thread-7                 task-24's 574  result is readable
pool-1-thread-6                 task-23's 574  result is readable
pool-1-thread-3                 task-20's 574  result is readable
pool-1-thread-9                 task-25's 574  result is readable
pool-1-thread-2                 task-21's 574  result is readable
pool-1-thread-1                 task-28's 574  result is readable
pool-1-thread-10                task-27's 574  result is readable

pool-1-thread-10 RUNNING ROOT TASK-29
pool-1-thread-1     skipping task-30 and waiting running task-29 to finish
pool-1-thread-2     skipping task-31 and waiting running task-29 to finish
pool-1-thread-9     skipping task-32 and waiting running task-29 to finish
pool-1-thread-3     skipping task-33 and waiting running task-29 to finish
pool-1-thread-6     skipping task-34 and waiting running task-29 to finish
pool-1-thread-7     skipping task-35 and waiting running task-29 to finish
pool-1-thread-4     skipping task-36 and waiting running task-29 to finish
pool-1-thread-8     skipping task-37 and waiting running task-29 to finish
pool-1-thread-5     skipping task-38 and waiting running task-29 to finish
pool-1-thread-11        skipping task-39 and waiting running task-29 to finish
pool-1-thread-1                 task-30's 230  result is readable
pool-1-thread-11                task-39's 230  result is readable
pool-1-thread-8                 task-37's 230  result is readable
pool-1-thread-5                 task-38's 230  result is readable
pool-1-thread-4                 task-36's 230  result is readable
pool-1-thread-7                 task-35's 230  result is readable

pool-1-thread-12 RUNNING ROOT TASK-40
pool-1-thread-6                 task-34's 230  result is readable
pool-1-thread-10        ROOT task29's 230  result is readable
pool-1-thread-3                 task-33's 230  result is readable
pool-1-thread-9                 task-32's 230  result is readable
pool-1-thread-2                 task-31's 230  result is readable
pool-1-thread-2     skipping task-41 and waiting running task-40 to finish
pool-1-thread-9     skipping task-42 and waiting running task-40 to finish
pool-1-thread-3     skipping task-43 and waiting running task-40 to finish
pool-1-thread-10        skipping task-44 and waiting running task-40 to finish
pool-1-thread-6     skipping task-45 and waiting running task-40 to finish
pool-1-thread-7     skipping task-46 and waiting running task-40 to finish
pool-1-thread-2                 task-41's 282  result is readable
pool-1-thread-10                task-44's 282  result is readable
pool-1-thread-6                 task-45's 282  result is readable
pool-1-thread-7                 task-46's 282  result is readable
pool-1-thread-3                 task-43's 282  result is readable
pool-1-thread-9                 task-42's 282  result is readable
pool-1-thread-12        ROOT task40's 282  result is readable

pool-1-thread-12 RUNNING ROOT TASK-47
pool-1-thread-9     skipping task-48 and waiting running task-47 to finish
pool-1-thread-3     skipping task-49 and waiting running task-47 to finish
pool-1-thread-7     skipping task-50 and waiting running task-47 to finish
pool-1-thread-6     skipping task-51 and waiting running task-47 to finish
pool-1-thread-10        skipping task-52 and waiting running task-47 to finish
pool-1-thread-2     skipping task-53 and waiting running task-47 to finish
pool-1-thread-12        ROOT task47's 871  result is readable
pool-1-thread-10                task-52's 871  result is readable
pool-1-thread-2                 task-53's 871  result is readable
pool-1-thread-3                 task-49's 871  result is readable
pool-1-thread-6                 task-51's 871  result is readable
pool-1-thread-7                 task-50's 871  result is readable
pool-1-thread-9                 task-48's 871  result is readable

pool-1-thread-9 RUNNING ROOT TASK-54
pool-1-thread-7     skipping task-55 and waiting running task-54 to finish
pool-1-thread-6     skipping task-56 and waiting running task-54 to finish
pool-1-thread-3     skipping task-57 and waiting running task-54 to finish
pool-1-thread-2     skipping task-58 and waiting running task-54 to finish
pool-1-thread-10        skipping task-59 and waiting running task-54 to finish
pool-1-thread-12        skipping task-60 and waiting running task-54 to finish
pool-1-thread-4     skipping task-61 and waiting running task-54 to finish
pool-1-thread-5     skipping task-62 and waiting running task-54 to finish
pool-1-thread-9         ROOT task54's 345  result is readable
pool-1-thread-2                 task-58's 345  result is readable
pool-1-thread-5                 task-62's 345  result is readable
pool-1-thread-7                 task-55's 345  result is readable
pool-1-thread-10                task-59's 345  result is readable
pool-1-thread-6                 task-56's 345  result is readable
pool-1-thread-3                 task-57's 345  result is readable
pool-1-thread-4                 task-61's 345  result is readable
pool-1-thread-12                task-60's 345  result is readable

pool-1-thread-12 RUNNING ROOT TASK-63
pool-1-thread-4     skipping task-64 and waiting running task-63 to finish
pool-1-thread-3     skipping task-65 and waiting running task-63 to finish
pool-1-thread-6     skipping task-66 and waiting running task-63 to finish
pool-1-thread-10        skipping task-67 and waiting running task-63 to finish
pool-1-thread-7     skipping task-68 and waiting running task-63 to finish
pool-1-thread-5     skipping task-69 and waiting running task-63 to finish
pool-1-thread-2     skipping task-70 and waiting running task-63 to finish
pool-1-thread-12        ROOT task63's 670  result is readable
pool-1-thread-2                 task-70's 670  result is readable
pool-1-thread-5                 task-69's 670  result is readable
pool-1-thread-7                 task-68's 670  result is readable
pool-1-thread-10                task-67's 670  result is readable
pool-1-thread-6                 task-66's 670  result is readable
pool-1-thread-3                 task-65's 670  result is readable
pool-1-thread-4                 task-64's 670  result is readable

pool-1-thread-4 RUNNING ROOT TASK-71
pool-1-thread-3     skipping task-72 and waiting running task-71 to finish
pool-1-thread-6     skipping task-73 and waiting running task-71 to finish
pool-1-thread-10        skipping task-74 and waiting running task-71 to finish
pool-1-thread-7     skipping task-75 and waiting running task-71 to finish
pool-1-thread-5     skipping task-76 and waiting running task-71 to finish
pool-1-thread-2     skipping task-77 and waiting running task-71 to finish
pool-1-thread-12        skipping task-78 and waiting running task-71 to finish
pool-1-thread-9     skipping task-79 and waiting running task-71 to finish
pool-1-thread-8     skipping task-80 and waiting running task-71 to finish
pool-1-thread-4         ROOT task71's 445  result is readable
pool-1-thread-6                 task-73's 445  result is readable
pool-1-thread-9                 task-79's 445  result is readable
pool-1-thread-3                 task-72's 445  result is readable
pool-1-thread-8                 task-80's 445  result is readable
pool-1-thread-12                task-78's 445  result is readable
pool-1-thread-5                 task-76's 445  result is readable
pool-1-thread-10                task-74's 445  result is readable
pool-1-thread-2                 task-77's 445  result is readable
pool-1-thread-7                 task-75's 445  result is readable

pool-1-thread-7 RUNNING ROOT TASK-81
pool-1-thread-2     skipping task-82 and waiting running task-81 to finish
pool-1-thread-10        skipping task-83 and waiting running task-81 to finish
pool-1-thread-5     skipping task-84 and waiting running task-81 to finish
pool-1-thread-12        skipping task-85 and waiting running task-81 to finish
pool-1-thread-8     skipping task-86 and waiting running task-81 to finish
pool-1-thread-3     skipping task-87 and waiting running task-81 to finish
pool-1-thread-9     skipping task-88 and waiting running task-81 to finish
pool-1-thread-6     skipping task-89 and waiting running task-81 to finish
pool-1-thread-7         ROOT task81's 141  result is readable
pool-1-thread-6                 task-89's 141  result is readable
pool-1-thread-9                 task-88's 141  result is readable
pool-1-thread-3                 task-87's 141  result is readable
pool-1-thread-10                task-83's 141  result is readable
pool-1-thread-5                 task-84's 141  result is readable
pool-1-thread-12                task-85's 141  result is readable
pool-1-thread-8                 task-86's 141  result is readable
pool-1-thread-2                 task-82's 141  result is readable

pool-1-thread-2 RUNNING ROOT TASK-90
pool-1-thread-8     skipping task-91 and waiting running task-90 to finish
pool-1-thread-12        skipping task-92 and waiting running task-90 to finish
pool-1-thread-5     skipping task-93 and waiting running task-90 to finish
pool-1-thread-10        skipping task-94 and waiting running task-90 to finish
pool-1-thread-3     skipping task-95 and waiting running task-90 to finish
pool-1-thread-9     skipping task-96 and waiting running task-90 to finish
pool-1-thread-6     skipping task-97 and waiting running task-90 to finish
pool-1-thread-7     skipping task-98 and waiting running task-90 to finish
pool-1-thread-4     skipping task-99 and waiting running task-90 to finish
pool-1-thread-11        skipping task-100 and waiting running task-90 to finish
pool-1-thread-2         ROOT task90's 321  result is readable
pool-1-thread-3                 task-95's 321  result is readable
pool-1-thread-7                 task-98's 321  result is readable
pool-1-thread-8                 task-91's 321  result is readable
pool-1-thread-11                task-100's 321  result is readable
pool-1-thread-4                 task-99's 321  result is readable
pool-1-thread-5                 task-93's 321  result is readable
pool-1-thread-9                 task-96's 321  result is readable
pool-1-thread-12                task-92's 321  result is readable
pool-1-thread-10                task-94's 321  result is readable
pool-1-thread-6                 task-97's 321  result is readable

0

আপনি যদি কেবল একটি একক অ্যাক্সেসের থ্রেড চান তবে একটি সাধারণ সিঙ্ক্রোনাইজড কাজটি করবে ...

আউটপুট:

Start #2: Thread[ForkJoinPool.commonPool-worker-6,5,main]
Finish #0: Thread[ForkJoinPool.commonPool-worker-2,5,main]
Background task finished:task 0 finished getting data...
Start #3: Thread[ForkJoinPool.commonPool-worker-2,5,main]
Finish #2: Thread[ForkJoinPool.commonPool-worker-6,5,main]
Start #4: Thread[ForkJoinPool.commonPool-worker-6,5,main]
Background task finished:task 2 finished getting data...
Finish #1: Thread[ForkJoinPool.commonPool-worker-4,5,main]
Background task finished:task 1 finished getting data...
Start #6: Thread[ForkJoinPool.commonPool-worker-3,5,main]
Finish #4: Thread[ForkJoinPool.commonPool-worker-6,5,main]
Start #5: Thread[ForkJoinPool.commonPool-worker-6,5,main]
Background task finished:task 4 finished getting data...
Finish #3: Thread[ForkJoinPool.commonPool-worker-2,5,main]
Start #7: Thread[ForkJoinPool.commonPool-worker-2,5,main]
Background task finished:task 3 finished getting data...
Cancelled

কোড:

package queue;

import java.util.concurrent.CompletableFuture;
import java.util.concurrent.ExecutionException;
import java.util.concurrent.Executors;
import java.util.concurrent.ScheduledExecutorService;
import java.util.concurrent.ScheduledFuture;
import java.util.concurrent.TimeUnit;
import java.util.function.Supplier;

public class LoadInBackgroundExample {

    public static class SyncronizedBackend {
        public synchronized String getData() {

            long sleepTime = 2000;
            try {
                Thread.sleep(sleepTime);
            } catch (InterruptedException e) {
                // TODO Auto-generated catch block
                e.printStackTrace();
            }

            return new String("finished getting data...");
        }
    }

    /**
     * A simple background task which should perform the data loading operation. In
     * this minimal example it simply invokes Thread.sleep
     */
    public static class BackgroundTask implements Runnable {

        private int id;
        private SyncronizedBackend syncronizedBackend;
        private String result;

        public BackgroundTask(SyncronizedBackend syncronizedBackend, int id) {
            this.syncronizedBackend = syncronizedBackend;
            this.id = id;
        }

        /**
         * Sleep for a given amount of time to simulate loading.
         */
        @Override
        public void run() {

            System.out.println("Start #" + id + ": " + Thread.currentThread());

            result = this.syncronizedBackend.getData();

            System.out.println("Finish #" + id + ": " + Thread.currentThread());
        }

        public String getResult() {
            return result;
        }
    }

    /**
     * CompletableFuture which simulates loading and showing data.
     * @param syncronizedBackend 
     * 
     * @param taskId Identifier of the current task
     */
    public static void loadInBackground(SyncronizedBackend syncronizedBackend, int taskId) {

        // create the loading task
        BackgroundTask backgroundTask = new BackgroundTask(syncronizedBackend, taskId);

        // "load" the data asynchronously
        CompletableFuture<String> completableFuture = CompletableFuture.supplyAsync(new Supplier<String>() {

            @Override
            public String get() {

                CompletableFuture<Void> future = CompletableFuture.runAsync(backgroundTask);

                try {

                    future.get();

                } catch (InterruptedException | ExecutionException e) {
                    e.printStackTrace();
                }

                return "task " + backgroundTask.id + " " + backgroundTask.getResult();
            }
        });

        // display the data after they are loaded
        CompletableFuture<Void> future = completableFuture.thenAccept(x -> {

            System.out.println("Background task finished:" + x);

        });

    }

    public static void main(String[] args) {

        SyncronizedBackend syncronizedBackend = new SyncronizedBackend();

        // runnable which invokes the background loader every second
        Runnable trigger = new Runnable() {

            int taskId = 0;

            public void run() {

                loadInBackground(syncronizedBackend, taskId++);

            }
        };

        // create scheduler
        ScheduledExecutorService scheduler = Executors.newScheduledThreadPool(1);
        ScheduledFuture<?> beeperHandle = scheduler.scheduleAtFixedRate(trigger, 0, 1, TimeUnit.SECONDS);

        // cancel the scheudler and the application after 10 seconds
        scheduler.schedule(() -> beeperHandle.cancel(true), 10, TimeUnit.SECONDS);

        try {
            beeperHandle.get();
        } catch (Throwable th) {
        }

        System.out.println("Cancelled");
        System.exit(0);
    }

}

0

আমি একটি থ্রেড দ্বৈত স্যুইচ ব্যবহার করে একটি সমাধান চেষ্টা করেছিলাম, ক্লাস দেখুন BackgroundTaskDualSwitch, এটি ব্যবহার করে লোডিংয়ের অনুকরণ করে CompletableFuture। বর্তমানে চলমান টাস্কটি শেষ না হওয়া পর্যন্ত দ্বিতীয় কাজটি অপেক্ষা করা উচিত, পরিবর্তনটি দেখুন BackgroundTask। এটি নিশ্চিত করে যে সর্বোচ্চ এক টাস্ক থ্রেড চলছে এবং সর্বাধিক এক টাস্ক থ্রেড অপেক্ষা করছে। চলমান কাজ শেষ না হওয়া পর্যন্ত পরবর্তী অনুরোধগুলি এড়ানো হবে এবং পরবর্তী অনুরোধটি পরিচালনা করতে 'ফ্রি' হয়ে যায় becomes

public static class BackgroundTask extends Thread {

  private int id;
  private Thread pendingTask;

  public BackgroundTask(int id) {
    this.id = id;
  }

  public BackgroundTask(int id, Thread pendingTask) {
    this(id);
    this.pendingTask = pendingTask;
  }

  /**
   * Sleep for a given amount of time to simulate loading.
   */
  @Override
  public void run() {

    try {

      if (pendingTask != null && pendingTask.isAlive()) {
        pendingTask.join();
      }

      System.out.println("Start #" + id + ": " + Thread.currentThread());
      ...
    }
  }

public static class BackgroundTaskDualSwitch {

  private static BackgroundTask task1;
  private static BackgroundTask task2;

  public static synchronized boolean runTask(int taskId) {
    if (! isBusy(task1)) {
      if (isBusy(task2)) {
        task1 = new BackgroundTask(taskId, task2);
      } else {
        task1 = new BackgroundTask(taskId);
      }
      runAsync(task1);
      return true;
    } else if (! isBusy(task2)) {
      if (isBusy(task1)) {
        task2 = new BackgroundTask(taskId, task1);
      } else {
        task2 = new BackgroundTask(taskId);
      }
      runAsync(task2);
      return true;
    } else {
      return false; // SKIPPED
    }
  }

  private static void runAsync(BackgroundTask task) {
    CompletableFuture<String> completableFuture = CompletableFuture.supplyAsync(new Supplier<String>() {

      @Override
      public String get() {

        try {
          task.start();
          task.join();
        }
        catch (InterruptedException e) {
          e.printStackTrace();
        }
        return "task " + task.id;
      }
    });

    // display the data after they are loaded
    CompletableFuture<Void> future = completableFuture.thenAccept(x -> {

      System.out.println( "Background task finished:" + x); 

    });
  }

  private static boolean isBusy(BackgroundTask task) {
    return task != null && task.isAlive();
  }
}

/**
 * Simulates loading and showing data.
 * @param taskId Identifier of the current task
 */
public static void loadInBackground(int taskId) {

  // create the loading task
  if (! BackgroundTaskDualSwitch.runTask(taskId)) {
    System.out.println( "Background task ignored:task " + taskId); // SKIPPED
  }
}
...

আউটপুট হল:

Start #0: Thread[Thread-0,5,main]
Background task ignored:task 2
Finish #0: Thread[Thread-0,5,main]
Start #1: Thread[Thread-1,5,main]
Background task finished:task 0
Background task ignored:task 4
Finish #1: Thread[Thread-1,5,main]
Start #3: Thread[Thread-2,5,main]
Background task finished:task 1
Background task ignored:task 6
Finish #3: Thread[Thread-2,5,main]
Start #5: Thread[Thread-3,5,main]
Background task finished:task 3
Background task ignored:task 8
Finish #5: Thread[Thread-3,5,main]
Start #7: Thread[Thread-4,5,main]
Background task finished:task 5
Background task ignored:task 10
Finish #7: Thread[Thread-4,5,main]
Start #9: Thread[Thread-5,5,main]
Background task finished:task 7
Cancelled

0

প্রথম থ্রেড যিনি ব্যয়বহুল কাজটি শুরু করেন কলব্যাকের সাথে ফলাফলের সাথে জানিয়ে দেওয়া হবে। অন্যান্য থ্রেডগুলি যা এটি সম্পাদন করার চেষ্টা করে তা এক্সপেনসিভ ওয়ার্ক.নোটিফেসেবলগুলিতে নিবন্ধভুক্ত হবে, সুতরাং ব্যয়বহুল কাজটি থ্রেডটি শেষ করার পরে কে এই কাজটি করেছে তাদের জানিয়ে দেবে।

ইতিমধ্যে থ্রেডগুলি প্রতি 5 সেকেন্ডে ফলাফলটি পরীক্ষা করে দেখছে।

public class ExpensiveWorkTest {

    private final static int THREADS = 20;
    private final static long THREAD_TIMEOUT = 5000L;

    @Test
    public void example() throws InterruptedException {
        ExpensiveWork<String> expensiveWork = new ExpensiveWorkImpl();
        ExecutorService service = Executors.newFixedThreadPool(THREADS);
        for(int i=0; i<THREADS;i++) {
            service.execute(() ->{
                Notificable<String> notificable = new NotificableImpl();
                expensiveWork.execute(notificable);
                while(notificable.getExpensiveResult() == null) {
                    try {
                        Thread.sleep(THREAD_TIMEOUT);
                    } catch (InterruptedException e) {}
                }
                System.out.println(Thread.currentThread().getName()+" has the message: "+notificable.getExpensiveResult());
            });
        }
        service.awaitTermination(60, TimeUnit.SECONDS);
    }

    public static abstract class ExpensiveWork<T> {

        private final AtomicBoolean runnning = new AtomicBoolean(false);
        private List<Notificable<T>> notificables = Collections.synchronizedList(new ArrayList<>());

        public void execute(Notificable<T> notificable) {
            String id = Thread.currentThread().getName();
            System.out.println("Loading data for "+id);
            notificables.add(notificable);
            if(!runnning.getAndSet(true)) {
                System.out.println("Running the expensive work "+id);
                T expensiveResult = expensiveWork();
                notificables.stream().forEach(n -> n.callback(expensiveResult));
            } else {
                System.out.println(id+" will receive the response later");
            }
        }

        protected abstract T expensiveWork();

    }

    public static class ExpensiveWorkImpl extends ExpensiveWork<String>{

        @Override
        public String expensiveWork() {
            try {
                Thread.sleep(5000);
            } catch (InterruptedException e) {}
            return "<Expensive result>";
        }

    }

    public static interface Notificable<T> {
        void callback(T expensiveResult);
        T getExpensiveResult();
    }

    public static class NotificableImpl implements Notificable<String> {

        private volatile String expensiveResult;

        @Override
        public void callback(String expensiveResult) {
            this.expensiveResult = expensiveResult;
        }

        @Override
        public String getExpensiveResult() {
            return expensiveResult;
        }

    }

}

এবং এটি আউটপুট:

Loading data for pool-1-thread-6
Loading data for pool-1-thread-7
Loading data for pool-1-thread-9
pool-1-thread-9 will receive the response later
Loading data for pool-1-thread-8
pool-1-thread-8 will receive the response later
Loading data for pool-1-thread-1
Loading data for pool-1-thread-2
Loading data for pool-1-thread-12
pool-1-thread-12 will receive the response later
Loading data for pool-1-thread-3
pool-1-thread-3 will receive the response later
Loading data for pool-1-thread-4
Loading data for pool-1-thread-5
pool-1-thread-5 will receive the response later
pool-1-thread-4 will receive the response later
Loading data for pool-1-thread-14
pool-1-thread-14 will receive the response later
Loading data for pool-1-thread-13
Loading data for pool-1-thread-15
pool-1-thread-15 will receive the response later
pool-1-thread-2 will receive the response later
pool-1-thread-1 will receive the response later
Loading data for pool-1-thread-11
pool-1-thread-11 will receive the response later
Loading data for pool-1-thread-10
pool-1-thread-10 will receive the response later
pool-1-thread-7 will receive the response later
Running the expensive work pool-1-thread-6
Loading data for pool-1-thread-18
pool-1-thread-18 will receive the response later
Loading data for pool-1-thread-17
Loading data for pool-1-thread-16
pool-1-thread-16 will receive the response later
pool-1-thread-13 will receive the response later
Loading data for pool-1-thread-19
pool-1-thread-19 will receive the response later
pool-1-thread-17 will receive the response later
Loading data for pool-1-thread-20
pool-1-thread-20 will receive the response later
pool-1-thread-6 has the message: <Expensive result>
pool-1-thread-8 has the message: <Expensive result>
pool-1-thread-12 has the message: <Expensive result>
pool-1-thread-9 has the message: <Expensive result>
pool-1-thread-11 has the message: <Expensive result>
pool-1-thread-1 has the message: <Expensive result>
pool-1-thread-2 has the message: <Expensive result>
pool-1-thread-3 has the message: <Expensive result>
pool-1-thread-15 has the message: <Expensive result>
pool-1-thread-4 has the message: <Expensive result>
pool-1-thread-14 has the message: <Expensive result>
pool-1-thread-10 has the message: <Expensive result>
pool-1-thread-5 has the message: <Expensive result>
pool-1-thread-13 has the message: <Expensive result>
pool-1-thread-16 has the message: <Expensive result>
pool-1-thread-19 has the message: <Expensive result>
pool-1-thread-20 has the message: <Expensive result>
pool-1-thread-7 has the message: <Expensive result>
pool-1-thread-18 has the message: <Expensive result>
pool-1-thread-17 has the message: <Expensive result>
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