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/*
 * Copyright (C) 2012 The Guava Authors
 *
 * 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 com.google.common.util.concurrent;

import static com.google.common.base.Preconditions.checkArgument;
import static com.google.common.base.Preconditions.checkNotNull;
import static java.lang.Math.max;
import static java.util.concurrent.TimeUnit.MICROSECONDS;
import static java.util.concurrent.TimeUnit.SECONDS;

import com.google.common.annotations.Beta;
import com.google.common.annotations.GwtIncompatible;
import com.google.common.annotations.VisibleForTesting;
import com.google.common.base.Stopwatch;
import com.google.common.util.concurrent.SmoothRateLimiter.SmoothBursty;
import com.google.common.util.concurrent.SmoothRateLimiter.SmoothWarmingUp;
import com.google.errorprone.annotations.CanIgnoreReturnValue;
import java.util.Locale;
import java.util.concurrent.TimeUnit;
import org.checkerframework.checker.nullness.compatqual.MonotonicNonNullDecl;

/**
 * A rate limiter. Conceptually, a rate limiter distributes permits at a configurable rate. Each
 * {@link #acquire()} blocks if necessary until a permit is available, and then takes it. Once
 * acquired, permits need not be released.
 *
 * 

{@code RateLimiter} is safe for concurrent use: It will restrict the total rate of calls from * all threads. Note, however, that it does not guarantee fairness. * *

Rate limiters are often used to restrict the rate at which some physical or logical resource * is accessed. This is in contrast to {@link java.util.concurrent.Semaphore} which restricts the * number of concurrent accesses instead of the rate (note though that concurrency and rate are * closely related, e.g. see Little's * Law). * *

A {@code RateLimiter} is defined primarily by the rate at which permits are issued. Absent * additional configuration, permits will be distributed at a fixed rate, defined in terms of * permits per second. Permits will be distributed smoothly, with the delay between individual * permits being adjusted to ensure that the configured rate is maintained. * *

It is possible to configure a {@code RateLimiter} to have a warmup period during which time * the permits issued each second steadily increases until it hits the stable rate. * *

As an example, imagine that we have a list of tasks to execute, but we don't want to submit * more than 2 per second: * *

{@code
 * final RateLimiter rateLimiter = RateLimiter.create(2.0); // rate is "2 permits per second"
 * void submitTasks(List tasks, Executor executor) {
 *   for (Runnable task : tasks) {
 *     rateLimiter.acquire(); // may wait
 *     executor.execute(task);
 *   }
 * }
 * }
* *

As another example, imagine that we produce a stream of data, and we want to cap it at 5kb per * second. This could be accomplished by requiring a permit per byte, and specifying a rate of 5000 * permits per second: * *

{@code
 * final RateLimiter rateLimiter = RateLimiter.create(5000.0); // rate = 5000 permits per second
 * void submitPacket(byte[] packet) {
 *   rateLimiter.acquire(packet.length);
 *   networkService.send(packet);
 * }
 * }
* *

It is important to note that the number of permits requested never affects the * throttling of the request itself (an invocation to {@code acquire(1)} and an invocation to {@code * acquire(1000)} will result in exactly the same throttling, if any), but it affects the throttling * of the next request. I.e., if an expensive task arrives at an idle RateLimiter, it will be * granted immediately, but it is the next request that will experience extra throttling, * thus paying for the cost of the expensive task. * * @author Dimitris Andreou * @since 13.0 */ // TODO(user): switch to nano precision. A natural unit of cost is "bytes", and a micro precision // would mean a maximum rate of "1MB/s", which might be small in some cases. @Beta @GwtIncompatible public abstract class RateLimiter { /** * Creates a {@code RateLimiter} with the specified stable throughput, given as "permits per * second" (commonly referred to as QPS, queries per second). * *

The returned {@code RateLimiter} ensures that on average no more than {@code * permitsPerSecond} are issued during any given second, with sustained requests being smoothly * spread over each second. When the incoming request rate exceeds {@code permitsPerSecond} the * rate limiter will release one permit every {@code (1.0 / permitsPerSecond)} seconds. When the * rate limiter is unused, bursts of up to {@code permitsPerSecond} permits will be allowed, with * subsequent requests being smoothly limited at the stable rate of {@code permitsPerSecond}. * * @param permitsPerSecond the rate of the returned {@code RateLimiter}, measured in how many * permits become available per second * @throws IllegalArgumentException if {@code permitsPerSecond} is negative or zero */ // TODO(user): "This is equivalent to // {@code createWithCapacity(permitsPerSecond, 1, TimeUnit.SECONDS)}". public static RateLimiter create(double permitsPerSecond) { /* * The default RateLimiter configuration can save the unused permits of up to one second. This * is to avoid unnecessary stalls in situations like this: A RateLimiter of 1qps, and 4 threads, * all calling acquire() at these moments: * * T0 at 0 seconds * T1 at 1.05 seconds * T2 at 2 seconds * T3 at 3 seconds * * Due to the slight delay of T1, T2 would have to sleep till 2.05 seconds, and T3 would also * have to sleep till 3.05 seconds. */ return create(permitsPerSecond, SleepingStopwatch.createFromSystemTimer()); } @VisibleForTesting static RateLimiter create(double permitsPerSecond, SleepingStopwatch stopwatch) { RateLimiter rateLimiter = new SmoothBursty(stopwatch, 1.0 /* maxBurstSeconds */); rateLimiter.setRate(permitsPerSecond); return rateLimiter; } /** * Creates a {@code RateLimiter} with the specified stable throughput, given as "permits per * second" (commonly referred to as QPS, queries per second), and a warmup period, * during which the {@code RateLimiter} smoothly ramps up its rate, until it reaches its maximum * rate at the end of the period (as long as there are enough requests to saturate it). Similarly, * if the {@code RateLimiter} is left unused for a duration of {@code warmupPeriod}, it * will gradually return to its "cold" state, i.e. it will go through the same warming up process * as when it was first created. * *

The returned {@code RateLimiter} is intended for cases where the resource that actually * fulfills the requests (e.g., a remote server) needs "warmup" time, rather than being * immediately accessed at the stable (maximum) rate. * *

The returned {@code RateLimiter} starts in a "cold" state (i.e. the warmup period will * follow), and if it is left unused for long enough, it will return to that state. * * @param permitsPerSecond the rate of the returned {@code RateLimiter}, measured in how many * permits become available per second * @param warmupPeriod the duration of the period where the {@code RateLimiter} ramps up its rate, * before reaching its stable (maximum) rate * @param unit the time unit of the warmupPeriod argument * @throws IllegalArgumentException if {@code permitsPerSecond} is negative or zero or {@code * warmupPeriod} is negative */ @SuppressWarnings("GoodTime") // should accept a java.time.Duration public static RateLimiter create(double permitsPerSecond, long warmupPeriod, TimeUnit unit) { checkArgument(warmupPeriod >= 0, "warmupPeriod must not be negative: %s", warmupPeriod); return create( permitsPerSecond, warmupPeriod, unit, 3.0, SleepingStopwatch.createFromSystemTimer()); } @VisibleForTesting static RateLimiter create( double permitsPerSecond, long warmupPeriod, TimeUnit unit, double coldFactor, SleepingStopwatch stopwatch) { RateLimiter rateLimiter = new SmoothWarmingUp(stopwatch, warmupPeriod, unit, coldFactor); rateLimiter.setRate(permitsPerSecond); return rateLimiter; } /** * The underlying timer; used both to measure elapsed time and sleep as necessary. A separate * object to facilitate testing. */ private final SleepingStopwatch stopwatch; // Can't be initialized in the constructor because mocks don't call the constructor. @MonotonicNonNullDecl private volatile Object mutexDoNotUseDirectly; private Object mutex() { Object mutex = mutexDoNotUseDirectly; if (mutex == null) { synchronized (this) { mutex = mutexDoNotUseDirectly; if (mutex == null) { mutexDoNotUseDirectly = mutex = new Object(); } } } return mutex; } RateLimiter(SleepingStopwatch stopwatch) { this.stopwatch = checkNotNull(stopwatch); } /** * Updates the stable rate of this {@code RateLimiter}, that is, the {@code permitsPerSecond} * argument provided in the factory method that constructed the {@code RateLimiter}. Currently * throttled threads will not be awakened as a result of this invocation, thus they do not * observe the new rate; only subsequent requests will. * *

Note though that, since each request repays (by waiting, if necessary) the cost of the * previous request, this means that the very next request after an invocation to {@code * setRate} will not be affected by the new rate; it will pay the cost of the previous request, * which is in terms of the previous rate. * *

The behavior of the {@code RateLimiter} is not modified in any other way, e.g. if the {@code * RateLimiter} was configured with a warmup period of 20 seconds, it still has a warmup period of * 20 seconds after this method invocation. * * @param permitsPerSecond the new stable rate of this {@code RateLimiter} * @throws IllegalArgumentException if {@code permitsPerSecond} is negative or zero */ public final void setRate(double permitsPerSecond) { checkArgument( permitsPerSecond > 0.0 && !Double.isNaN(permitsPerSecond), "rate must be positive"); synchronized (mutex()) { doSetRate(permitsPerSecond, stopwatch.readMicros()); } } abstract void doSetRate(double permitsPerSecond, long nowMicros); /** * Returns the stable rate (as {@code permits per seconds}) with which this {@code RateLimiter} is * configured with. The initial value of this is the same as the {@code permitsPerSecond} argument * passed in the factory method that produced this {@code RateLimiter}, and it is only updated * after invocations to {@linkplain #setRate}. */ public final double getRate() { synchronized (mutex()) { return doGetRate(); } } abstract double doGetRate(); /** * Acquires a single permit from this {@code RateLimiter}, blocking until the request can be * granted. Tells the amount of time slept, if any. * *

This method is equivalent to {@code acquire(1)}. * * @return time spent sleeping to enforce rate, in seconds; 0.0 if not rate-limited * @since 16.0 (present in 13.0 with {@code void} return type}) */ @CanIgnoreReturnValue public double acquire() { return acquire(1); } /** * Acquires the given number of permits from this {@code RateLimiter}, blocking until the request * can be granted. Tells the amount of time slept, if any. * * @param permits the number of permits to acquire * @return time spent sleeping to enforce rate, in seconds; 0.0 if not rate-limited * @throws IllegalArgumentException if the requested number of permits is negative or zero * @since 16.0 (present in 13.0 with {@code void} return type}) */ @CanIgnoreReturnValue public double acquire(int permits) { long microsToWait = reserve(permits); stopwatch.sleepMicrosUninterruptibly(microsToWait); return 1.0 * microsToWait / SECONDS.toMicros(1L); } /** * Reserves the given number of permits from this {@code RateLimiter} for future use, returning * the number of microseconds until the reservation can be consumed. * * @return time in microseconds to wait until the resource can be acquired, never negative */ final long reserve(int permits) { checkPermits(permits); synchronized (mutex()) { return reserveAndGetWaitLength(permits, stopwatch.readMicros()); } } /** * Acquires a permit from this {@code RateLimiter} if it can be obtained without exceeding the * specified {@code timeout}, or returns {@code false} immediately (without waiting) if the permit * would not have been granted before the timeout expired. * *

This method is equivalent to {@code tryAcquire(1, timeout, unit)}. * * @param timeout the maximum time to wait for the permit. Negative values are treated as zero. * @param unit the time unit of the timeout argument * @return {@code true} if the permit was acquired, {@code false} otherwise * @throws IllegalArgumentException if the requested number of permits is negative or zero */ @SuppressWarnings("GoodTime") // should accept a java.time.Duration public boolean tryAcquire(long timeout, TimeUnit unit) { return tryAcquire(1, timeout, unit); } /** * Acquires permits from this {@link RateLimiter} if it can be acquired immediately without delay. * *

This method is equivalent to {@code tryAcquire(permits, 0, anyUnit)}. * * @param permits the number of permits to acquire * @return {@code true} if the permits were acquired, {@code false} otherwise * @throws IllegalArgumentException if the requested number of permits is negative or zero * @since 14.0 */ public boolean tryAcquire(int permits) { return tryAcquire(permits, 0, MICROSECONDS); } /** * Acquires a permit from this {@link RateLimiter} if it can be acquired immediately without * delay. * *

This method is equivalent to {@code tryAcquire(1)}. * * @return {@code true} if the permit was acquired, {@code false} otherwise * @since 14.0 */ public boolean tryAcquire() { return tryAcquire(1, 0, MICROSECONDS); } /** * Acquires the given number of permits from this {@code RateLimiter} if it can be obtained * without exceeding the specified {@code timeout}, or returns {@code false} immediately (without * waiting) if the permits would not have been granted before the timeout expired. * * @param permits the number of permits to acquire * @param timeout the maximum time to wait for the permits. Negative values are treated as zero. * @param unit the time unit of the timeout argument * @return {@code true} if the permits were acquired, {@code false} otherwise * @throws IllegalArgumentException if the requested number of permits is negative or zero */ @SuppressWarnings("GoodTime") // should accept a java.time.Duration public boolean tryAcquire(int permits, long timeout, TimeUnit unit) { long timeoutMicros = max(unit.toMicros(timeout), 0); checkPermits(permits); long microsToWait; synchronized (mutex()) { long nowMicros = stopwatch.readMicros(); if (!canAcquire(nowMicros, timeoutMicros)) { return false; } else { microsToWait = reserveAndGetWaitLength(permits, nowMicros); } } stopwatch.sleepMicrosUninterruptibly(microsToWait); return true; } private boolean canAcquire(long nowMicros, long timeoutMicros) { return queryEarliestAvailable(nowMicros) - timeoutMicros <= nowMicros; } /** * Reserves next ticket and returns the wait time that the caller must wait for. * * @return the required wait time, never negative */ final long reserveAndGetWaitLength(int permits, long nowMicros) { long momentAvailable = reserveEarliestAvailable(permits, nowMicros); return max(momentAvailable - nowMicros, 0); } /** * Returns the earliest time that permits are available (with one caveat). * * @return the time that permits are available, or, if permits are available immediately, an * arbitrary past or present time */ abstract long queryEarliestAvailable(long nowMicros); /** * Reserves the requested number of permits and returns the time that those permits can be used * (with one caveat). * * @return the time that the permits may be used, or, if the permits may be used immediately, an * arbitrary past or present time */ abstract long reserveEarliestAvailable(int permits, long nowMicros); @Override public String toString() { return String.format(Locale.ROOT, "RateLimiter[stableRate=%3.1fqps]", getRate()); } abstract static class SleepingStopwatch { /** Constructor for use by subclasses. */ protected SleepingStopwatch() {} /* * We always hold the mutex when calling this. TODO(cpovirk): Is that important? Perhaps we need * to guarantee that each call to reserveEarliestAvailable, etc. sees a value >= the previous? * Also, is it OK that we don't hold the mutex when sleeping? */ protected abstract long readMicros(); protected abstract void sleepMicrosUninterruptibly(long micros); public static SleepingStopwatch createFromSystemTimer() { return new SleepingStopwatch() { final Stopwatch stopwatch = Stopwatch.createStarted(); @Override protected long readMicros() { return stopwatch.elapsed(MICROSECONDS); } @Override protected void sleepMicrosUninterruptibly(long micros) { if (micros > 0) { Uninterruptibles.sleepUninterruptibly(micros, MICROSECONDS); } } }; } } private static void checkPermits(int permits) { checkArgument(permits > 0, "Requested permits (%s) must be positive", permits); } }





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