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Ability to create custom schedulers with behavior based on composing operators. #4154
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src/main/java/rx/internal/schedulers/SchedulerWhen.java
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/** | ||
* Copyright 2016 Netflix, Inc. | ||
* | ||
* Licensed under the Apache License, Version 2.0 (the "License"); | ||
* you may not use this file except in compliance with the License. | ||
* You may obtain a copy of the License at | ||
* | ||
* http://www.apache.org/licenses/LICENSE-2.0 | ||
* | ||
* Unless required by applicable law or agreed to in writing, software | ||
* distributed under the License is distributed on an "AS IS" BASIS, | ||
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
* See the License for the specific language governing permissions and | ||
* limitations under the License. | ||
*/ | ||
package rx.internal.schedulers; | ||
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import java.util.concurrent.TimeUnit; | ||
import java.util.concurrent.atomic.AtomicBoolean; | ||
import java.util.concurrent.atomic.AtomicReference; | ||
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import rx.Completable; | ||
import rx.Completable.CompletableOnSubscribe; | ||
import rx.Completable.CompletableSubscriber; | ||
import rx.Scheduler.Worker; | ||
import rx.Observable; | ||
import rx.Observer; | ||
import rx.Scheduler; | ||
import rx.Subscription; | ||
import rx.annotations.Experimental; | ||
import rx.functions.Action0; | ||
import rx.functions.Func1; | ||
import rx.internal.operators.BufferUntilSubscriber; | ||
import rx.observers.SerializedObserver; | ||
import rx.subjects.PublishSubject; | ||
import rx.subscriptions.Subscriptions; | ||
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/** | ||
* Allows the use of operators for controlling the timing around when actions | ||
* scheduled on workers are actually done. This makes it possible to layer | ||
* additional behavior on this {@link Scheduler}. The only parameter is a | ||
* function that flattens an {@link Observable} of {@link Observable} of | ||
* {@link Completable}s into just one {@link Completable}. There must be a chain | ||
* of operators connecting the returned value to the source {@link Observable} | ||
* otherwise any work scheduled on the returned {@link Scheduler} will not be | ||
* executed. | ||
* <p> | ||
* When {@link Scheduler#createWorker()} is invoked a {@link Observable} of | ||
* {@link Completable}s is onNext'd to the combinator to be flattened. If the | ||
* inner {@link Observable} is not immediately subscribed to an calls to | ||
* {@link Worker#schedule} are buffered. Once the {@link Observable} is | ||
* subscribed to actions are then onNext'd as {@link Completable}s. | ||
* <p> | ||
* Finally the actions scheduled on the parent {@link Scheduler} when the inner | ||
* most {@link Completable}s are subscribed to. | ||
* <p> | ||
* When the {@link Worker} is unsubscribed the {@link Completable} emits an | ||
* onComplete and triggers any behavior in the flattening operator. The | ||
* {@link Observable} and all {@link Completable}s give to the flattening | ||
* function never onError. | ||
* <p> | ||
* Limit the amount concurrency two at a time without creating a new fix size | ||
* thread pool: | ||
* | ||
* <pre> | ||
* Scheduler limitSched = Schedulers.computation().when(workers -> { | ||
* // use merge max concurrent to limit the number of concurrent | ||
* // callbacks two at a time | ||
* return Completable.merge(Observable.merge(workers), 2); | ||
* }); | ||
* </pre> | ||
* <p> | ||
* This is a slightly different way to limit the concurrency but it has some | ||
* interesting benefits and drawbacks to the method above. It works by limited | ||
* the number of concurrent {@link Worker}s rather than individual actions. | ||
* Generally each {@link Observable} uses its own {@link Worker}. This means | ||
* that this will essentially limit the number of concurrent subscribes. The | ||
* danger comes from using operators like | ||
* {@link Observable#zip(Observable, Observable, rx.functions.Func2)} where | ||
* subscribing to the first {@link Observable} could deadlock the subscription | ||
* to the second. | ||
* | ||
* <pre> | ||
* Scheduler limitSched = Schedulers.computation().when(workers -> { | ||
* // use merge max concurrent to limit the number of concurrent | ||
* // Observables two at a time | ||
* return Completable.merge(Observable.merge(workers, 2)); | ||
* }); | ||
* </pre> | ||
* | ||
* Slowing down the rate to no more than than 1 a second. This suffers from the | ||
* same problem as the one above I could find an {@link Observable} operator | ||
* that limits the rate without dropping the values (aka leaky bucket | ||
* algorithm). | ||
* | ||
* <pre> | ||
* Scheduler slowSched = Schedulers.computation().when(workers -> { | ||
* // use concatenate to make each worker happen one at a time. | ||
* return Completable.concat(workers.map(actions -> { | ||
* // delay the starting of the next worker by 1 second. | ||
* return Completable.merge(actions.delaySubscription(1, TimeUnit.SECONDS)); | ||
* })); | ||
* }); | ||
* </pre> | ||
* | ||
* @param combine | ||
* @return | ||
*/ | ||
@Experimental | ||
public class SchedulerWhen extends Scheduler implements Subscription { | ||
private final Scheduler actualScheduler; | ||
private final Observer<Observable<Completable>> workerObserver; | ||
private final Subscription subscription; | ||
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public SchedulerWhen(Func1<Observable<Observable<Completable>>, Completable> combine, Scheduler actualScheduler) { | ||
this.actualScheduler = actualScheduler; | ||
// workers are converted into completables and put in this queue. | ||
PublishSubject<Observable<Completable>> workerSubject = PublishSubject.create(); | ||
this.workerObserver = new SerializedObserver<Observable<Completable>>(workerSubject); | ||
// send it to a custom combinator to pick the order and rate at which | ||
// workers are processed. | ||
this.subscription = combine.call(workerSubject.onBackpressureBuffer()).subscribe(); | ||
} | ||
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@Override | ||
public void unsubscribe() { | ||
subscription.unsubscribe(); | ||
} | ||
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@Override | ||
public boolean isUnsubscribed() { | ||
return subscription.isUnsubscribed(); | ||
} | ||
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@Override | ||
public Worker createWorker() { | ||
final Worker actualWorker = actualScheduler.createWorker(); | ||
// a queue for the actions submitted while worker is waiting to get to | ||
// the subscribe to off the workerQueue. | ||
BufferUntilSubscriber<ScheduledAction> actionSubject = BufferUntilSubscriber.<ScheduledAction>create(); | ||
final Observer<ScheduledAction> actionObserver = new SerializedObserver<ScheduledAction>(actionSubject); | ||
// convert the work of scheduling all the actions into a completable | ||
Observable<Completable> actions = actionSubject.map(new Func1<ScheduledAction, Completable>() { | ||
@Override | ||
public Completable call(final ScheduledAction action) { | ||
return Completable.create(new CompletableOnSubscribe() { | ||
@Override | ||
public void call(CompletableSubscriber actionCompletable) { | ||
actionCompletable.onSubscribe(action); | ||
action.call(actualWorker); | ||
actionCompletable.onCompleted(); | ||
} | ||
}); | ||
} | ||
}); | ||
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// a worker that queues the action to the actionQueue subject. | ||
Worker worker = new Worker() { | ||
private final AtomicBoolean unsubscribed = new AtomicBoolean(); | ||
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@Override | ||
public void unsubscribe() { | ||
// complete the actionQueue when worker is unsubscribed to make | ||
// room for the next worker in the workerQueue. | ||
if (unsubscribed.compareAndSet(false, true)) { | ||
actualWorker.unsubscribe(); | ||
actionObserver.onCompleted(); | ||
} | ||
} | ||
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@Override | ||
public boolean isUnsubscribed() { | ||
return unsubscribed.get(); | ||
} | ||
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@Override | ||
public Subscription schedule(final Action0 action, final long delayTime, final TimeUnit unit) { | ||
// send a scheduled action to the actionQueue | ||
DelayedAction delayedAction = new DelayedAction(action, delayTime, unit); | ||
actionObserver.onNext(delayedAction); | ||
return delayedAction; | ||
} | ||
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@Override | ||
public Subscription schedule(final Action0 action) { | ||
// send a scheduled action to the actionQueue | ||
ImmediateAction immediateAction = new ImmediateAction(action); | ||
actionObserver.onNext(immediateAction); | ||
return immediateAction; | ||
} | ||
}; | ||
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// enqueue the completable that process actions put in reply subject | ||
workerObserver.onNext(actions); | ||
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// return the worker that adds actions to the reply subject | ||
return worker; | ||
} | ||
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private static final Subscription SUBSCRIBED = new Subscription() { | ||
@Override | ||
public void unsubscribe() { | ||
} | ||
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@Override | ||
public boolean isUnsubscribed() { | ||
return false; | ||
} | ||
}; | ||
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private static final Subscription UNSUBSCRIBED = Subscriptions.unsubscribed(); | ||
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@SuppressWarnings("serial") | ||
private static abstract class ScheduledAction extends AtomicReference<Subscription> implements Subscription { | ||
public ScheduledAction() { | ||
super(SUBSCRIBED); | ||
} | ||
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private final void call(Worker actualWorker) { | ||
Subscription oldState = get(); | ||
// either SUBSCRIBED or UNSUBSCRIBED | ||
if (oldState == UNSUBSCRIBED) { | ||
// no need to schedule return | ||
return; | ||
} | ||
if (oldState != SUBSCRIBED) { | ||
// has already been scheduled return | ||
// should not be able to get here but handle it anyway by not | ||
// rescheduling. | ||
return; | ||
} | ||
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Subscription newState = callActual(actualWorker); | ||
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if (!compareAndSet(SUBSCRIBED, newState)) { | ||
// set would only fail if the new current state is some other | ||
// subscription from a concurrent call to this method. | ||
// Unsubscribe from the action just scheduled because it lost | ||
// the race. | ||
newState.unsubscribe(); | ||
} | ||
} | ||
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protected abstract Subscription callActual(Worker actualWorker); | ||
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@Override | ||
public boolean isUnsubscribed() { | ||
return get().isUnsubscribed(); | ||
} | ||
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@Override | ||
public void unsubscribe() { | ||
Subscription oldState; | ||
// no matter what the current state is the new state is going to be | ||
Subscription newState = UNSUBSCRIBED; | ||
do { | ||
oldState = get(); | ||
if (oldState == UNSUBSCRIBED) { | ||
// the action has already been unsubscribed | ||
return; | ||
} | ||
} while (!compareAndSet(oldState, newState)); | ||
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if (oldState != SUBSCRIBED) { | ||
// the action was scheduled. stop it. | ||
oldState.unsubscribe(); | ||
} | ||
} | ||
} | ||
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@SuppressWarnings("serial") | ||
private static class ImmediateAction extends ScheduledAction { | ||
private final Action0 action; | ||
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public ImmediateAction(Action0 action) { | ||
this.action = action; | ||
} | ||
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@Override | ||
protected Subscription callActual(Worker actualWorker) { | ||
return actualWorker.schedule(action); | ||
} | ||
} | ||
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@SuppressWarnings("serial") | ||
private static class DelayedAction extends ScheduledAction { | ||
private final Action0 action; | ||
private final long delayTime; | ||
private final TimeUnit unit; | ||
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public DelayedAction(Action0 action, long delayTime, TimeUnit unit) { | ||
this.action = action; | ||
this.delayTime = delayTime; | ||
this.unit = unit; | ||
} | ||
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@Override | ||
protected Subscription callActual(Worker actualWorker) { | ||
return actualWorker.schedule(action, delayTime, unit); | ||
} | ||
} | ||
} |
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Experimental?
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do'h