Java时间轮算法的实现代码示例
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2024-02-22 17:11:34
考虑这样一个场景，现在有5000个任务，要让这5000个任务每隔5分中触发某个操作，怎么去实现这个需求。大部分人首先想到的是使用定时器，但是5000个任务，你就要用5000...
考虑这样一个场景，现在有5000个任务，要让这5000个任务每隔5分中触发某个操作，怎么去实现这个需求。大部分人首先想到的是使用定时器，但是5000个任务，你就要用5000个定时器，一个定时器就是一个线程，你懂了吧，这种方法肯定是不行的。
针对这个场景，催生了时间轮算法，时间轮到底是什么？我一贯的风格，自行谷歌去。大发慈悲，发个时间轮介绍你们看看，看文字和图就好了，代码不要看了，那个文章里的代码运行不起来，时间轮介绍。
看好了介绍，我们就开始动手吧。
开发环境：idea + jdk1.8 + maven
新建一个maven工程
创建如下的目录结构
不要忘了pom.xml中添加netty库
<dependencies>
<dependency>
<groupid>io.netty</groupid>
<artifactid>netty-all</artifactid>
<version>4.1.5.final</version>
</dependency>
</dependencies>
代码如下
timeout.java
package com.tanghuachun.timer;
public interface timeout {
timer timer();
timertask task();
boolean isexpired();
boolean iscancelled();
boolean cancel();
}
timer.java
package com.tanghuachun.timer;
import java.util.set;
import java.util.concurrent.timeunit;
public interface timer {
timeout newtimeout(timertask task, long delay, timeunit unit, string argv);
set<timeout> stop();
}
timertask.java
package com.tanghuachun.timer;
public interface timertask {
void run(timeout timeout, string argv) throws exception;
}
timerwheel.java
/*
* copyright 2012 the netty project
*
* the netty project licenses this file to you 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.tanghuachun.timer;
import io.netty.util.*;
import io.netty.util.internal.platformdependent;
import io.netty.util.internal.stringutil;
import io.netty.util.internal.logging.internallogger;
import io.netty.util.internal.logging.internalloggerfactory;
import java.util.collections;
import java.util.hashset;
import java.util.queue;
import java.util.set;
import java.util.concurrent.countdownlatch;
import java.util.concurrent.executors;
import java.util.concurrent.threadfactory;
import java.util.concurrent.timeunit;
import java.util.concurrent.atomic.atomicintegerfieldupdater;
public class timerwheel implements timer {
static final internallogger logger =
internalloggerfactory.getinstance(timerwheel.class);
private static final resourceleakdetector<timerwheel> leakdetector = resourceleakdetectorfactory.instance()
.newresourceleakdetector(timerwheel.class, 1, runtime.getruntime().availableprocessors() * 4l);
private static final atomicintegerfieldupdater<timerwheel> worker_state_updater;
static {
atomicintegerfieldupdater<timerwheel> workerstateupdater =
platformdependent.newatomicintegerfieldupdater(timerwheel.class, "workerstate");
if (workerstateupdater == null) {
workerstateupdater = atomicintegerfieldupdater.newupdater(timerwheel.class, "workerstate");
}
worker_state_updater = workerstateupdater;
}
private final resourceleak leak;
private final worker worker = new worker();
private final thread workerthread;
public static final int worker_state_init = 0;
public static final int worker_state_started = 1;
public static final int worker_state_shutdown = 2;
@suppresswarnings({ "unused", "fieldmaybefinal", "redundantfieldinitialization" })
private volatile int workerstate = worker_state_init; // 0 - init, 1 - started, 2 - shut down
private final long tickduration;
private final hashedwheelbucket[] wheel;
private final int mask;
private final countdownlatch starttimeinitialized = new countdownlatch(1);
private final queue<hashedwheeltimeout> timeouts = platformdependent.newmpscqueue();
private final queue<hashedwheeltimeout> cancelledtimeouts = platformdependent.newmpscqueue();
private volatile long starttime;
/**
* creates a new timer with the default thread factory
* ({@link executors#defaultthreadfactory()}), default tick duration, and
* default number of ticks per wheel.
*/
public timerwheel() {
this(executors.defaultthreadfactory());
}
/**
* creates a new timer with the default thread factory
* ({@link executors#defaultthreadfactory()}) and default number of ticks
* per wheel.
*
* @param tickduration the duration between tick
* @param unit the time unit of the {@code tickduration}
* @throws nullpointerexception if {@code unit} is {@code null}
* @throws illegalargumentexception if {@code tickduration} is <= 0
*/
public timerwheel(long tickduration, timeunit unit) {
this(executors.defaultthreadfactory(), tickduration, unit);
}
/**
* creates a new timer with the default thread factory
* ({@link executors#defaultthreadfactory()}).
*
* @param tickduration the duration between tick
* @param unit the time unit of the {@code tickduration}
* @param ticksperwheel the size of the wheel
* @throws nullpointerexception if {@code unit} is {@code null}
* @throws illegalargumentexception if either of {@code tickduration} and {@code ticksperwheel} is <= 0
*/
public timerwheel(long tickduration, timeunit unit, int ticksperwheel) {
this(executors.defaultthreadfactory(), tickduration, unit, ticksperwheel);
}
/**
* creates a new timer with the default tick duration and default number of
* ticks per wheel.
*
* @param threadfactory a {@link threadfactory} that creates a
* background {@link thread} which is dedicated to
* {@link timertask} execution.
* @throws nullpointerexception if {@code threadfactory} is {@code null}
*/
public timerwheel(threadfactory threadfactory) {
this(threadfactory, 100, timeunit.milliseconds);
}
/**
* creates a new timer with the default number of ticks per wheel.
*
* @param threadfactory a {@link threadfactory} that creates a
* background {@link thread} which is dedicated to
* {@link timertask} execution.
* @param tickduration the duration between tick
* @param unit the time unit of the {@code tickduration}
* @throws nullpointerexception if either of {@code threadfactory} and {@code unit} is {@code null}
* @throws illegalargumentexception if {@code tickduration} is <= 0
*/
public timerwheel(
threadfactory threadfactory, long tickduration, timeunit unit) {
this(threadfactory, tickduration, unit, 512);
}
/**
* creates a new timer.
*
* @param threadfactory a {@link threadfactory} that creates a
* background {@link thread} which is dedicated to
* {@link timertask} execution.
* @param tickduration the duration between tick
* @param unit the time unit of the {@code tickduration}
* @param ticksperwheel the size of the wheel
* @throws nullpointerexception if either of {@code threadfactory} and {@code unit} is {@code null}
* @throws illegalargumentexception if either of {@code tickduration} and {@code ticksperwheel} is <= 0
*/
public timerwheel(
threadfactory threadfactory,
long tickduration, timeunit unit, int ticksperwheel) {
this(threadfactory, tickduration, unit, ticksperwheel, true);
}
/**
* creates a new timer.
*
* @param threadfactory a {@link threadfactory} that creates a
* background {@link thread} which is dedicated to
* {@link timertask} execution.
* @param tickduration the duration between tick
* @param unit the time unit of the {@code tickduration}
* @param ticksperwheel the size of the wheel
* @param leakdetection {@code true} if leak detection should be enabled always, if false it will only be enabled
* if the worker thread is not a daemon thread.
* @throws nullpointerexception if either of {@code threadfactory} and {@code unit} is {@code null}
* @throws illegalargumentexception if either of {@code tickduration} and {@code ticksperwheel} is <= 0
*/
public timerwheel(
threadfactory threadfactory,
long tickduration, timeunit unit, int ticksperwheel, boolean leakdetection) {
if (threadfactory == null) {
throw new nullpointerexception("threadfactory");
}
if (unit == null) {
throw new nullpointerexception("unit");
}
if (tickduration <= 0) {
throw new illegalargumentexception("tickduration must be greater than 0: " + tickduration);
}
if (ticksperwheel <= 0) {
throw new illegalargumentexception("ticksperwheel must be greater than 0: " + ticksperwheel);
}
// normalize ticksperwheel to power of two and initialize the wheel.
wheel = createwheel(ticksperwheel);
mask = wheel.length - 1;
// convert tickduration to nanos.
this.tickduration = unit.tonanos(tickduration);
// prevent overflow.
if (this.tickduration >= long.max_value / wheel.length) {
throw new illegalargumentexception(string.format(
"tickduration: %d (expected: 0 < tickduration in nanos < %d",
tickduration, long.max_value / wheel.length));
}
workerthread = threadfactory.newthread(worker);
leak = leakdetection || !workerthread.isdaemon() ? leakdetector.open(this) : null;
}
private static hashedwheelbucket[] createwheel(int ticksperwheel) {
if (ticksperwheel <= 0) {
throw new illegalargumentexception(
"ticksperwheel must be greater than 0: " + ticksperwheel);
}
if (ticksperwheel > 1073741824) {
throw new illegalargumentexception(
"ticksperwheel may not be greater than 2^30: " + ticksperwheel);
}
ticksperwheel = normalizeticksperwheel(ticksperwheel);
hashedwheelbucket[] wheel = new hashedwheelbucket[ticksperwheel];
for (int i = 0; i < wheel.length; i ++) {
wheel[i] = new hashedwheelbucket();
}
return wheel;
}
private static int normalizeticksperwheel(int ticksperwheel) {
int normalizedticksperwheel = 1;
while (normalizedticksperwheel < ticksperwheel) {
normalizedticksperwheel <<= 1;
}
return normalizedticksperwheel;
}
/**
* starts the background thread explicitly. the background thread will
* start automatically on demand even if you did not call this method.
*
* @throws illegalstateexception if this timer has been
* {@linkplain #stop() stopped} already
*/
public void start() {
switch (worker_state_updater.get(this)) {
case worker_state_init:
if (worker_state_updater.compareandset(this, worker_state_init, worker_state_started)) {
workerthread.start();
}
break;
case worker_state_started:
break;
case worker_state_shutdown:
throw new illegalstateexception("cannot be started once stopped");
default:
throw new error("invalid workerstate");
}
// wait until the starttime is initialized by the worker.
while (starttime == 0) {
try {
starttimeinitialized.await();
} catch (interruptedexception ignore) {
// ignore - it will be ready very soon.
}
}
}
@override
public set<timeout> stop() {
if (thread.currentthread() == workerthread) {
throw new illegalstateexception(
timerwheel.class.getsimplename() +
".stop() cannot be called from " +
timertask.class.getsimplename());
}
if (!worker_state_updater.compareandset(this, worker_state_started, worker_state_shutdown)) {
// workerstate can be 0 or 2 at this moment - let it always be 2.
worker_state_updater.set(this, worker_state_shutdown);
if (leak != null) {
leak.close();
}
return collections.emptyset();
}
boolean interrupted = false;
while (workerthread.isalive()) {
workerthread.interrupt();
try {
workerthread.join(100);
} catch (interruptedexception ignored) {
interrupted = true;
}
}
if (interrupted) {
thread.currentthread().interrupt();
}
if (leak != null) {
leak.close();
}
return worker.unprocessedtimeouts();
}
@override
public timeout newtimeout(timertask task, long delay, timeunit unit, string argv) {
if (task == null) {
throw new nullpointerexception("task");
}
if (unit == null) {
throw new nullpointerexception("unit");
}
start();
// add the timeout to the timeout queue which will be processed on the next tick.
// during processing all the queued hashedwheeltimeouts will be added to the correct hashedwheelbucket.
long deadline = system.nanotime() + unit.tonanos(delay) - starttime;
hashedwheeltimeout timeout = new hashedwheeltimeout(this, task, deadline, argv);
timeouts.add(timeout);
return timeout;
}
private final class worker implements runnable {
private final set<timeout> unprocessedtimeouts = new hashset<timeout>();
private long tick;
@override
public void run() {
// initialize the starttime.
starttime = system.nanotime();
if (starttime == 0) {
// we use 0 as an indicator for the uninitialized value here, so make sure it's not 0 when initialized.
starttime = 1;
}
// notify the other threads waiting for the initialization at start().
starttimeinitialized.countdown();
do {
final long deadline = waitfornexttick();
if (deadline > 0) {
int idx = (int) (tick & mask);
processcancelledtasks();
hashedwheelbucket bucket =
wheel[idx];
transfertimeoutstobuckets();
bucket.expiretimeouts(deadline);
tick++;
}
} while (worker_state_updater.get(timerwheel.this) == worker_state_started);
// fill the unprocessedtimeouts so we can return them from stop() method.
for (hashedwheelbucket bucket: wheel) {
bucket.cleartimeouts(unprocessedtimeouts);
}
for (;;) {
hashedwheeltimeout timeout = timeouts.poll();
if (timeout == null) {
break;
}
if (!timeout.iscancelled()) {
unprocessedtimeouts.add(timeout);
}
}
processcancelledtasks();
}
private void transfertimeoutstobuckets() {
// transfer only max. 100000 timeouts per tick to prevent a thread to stale the workerthread when it just
// adds new timeouts in a loop.
for (int i = 0; i < 100000; i++) {
hashedwheeltimeout timeout = timeouts.poll();
if (timeout == null) {
// all processed
break;
}
if (timeout.state() == hashedwheeltimeout.st_cancelled) {
// was cancelled in the meantime.
continue;
}
long calculated = timeout.deadline / tickduration;
timeout.remainingrounds = (calculated - tick) / wheel.length;
final long ticks = math.max(calculated, tick); // ensure we don't schedule for past.
int stopindex = (int) (ticks & mask);
hashedwheelbucket bucket = wheel[stopindex];
bucket.addtimeout(timeout);
}
}
private void processcancelledtasks() {
for (;;) {
hashedwheeltimeout timeout = cancelledtimeouts.poll();
if (timeout == null) {
// all processed
break;
}
try {
timeout.remove();
} catch (throwable t) {
if (logger.iswarnenabled()) {
logger.warn("an exception was thrown while process a cancellation task", t);
}
}
}
}
/**
* calculate goal nanotime from starttime and current tick number,
* then wait until that goal has been reached.
* @return long.min_value if received a shutdown request,
* current time otherwise (with long.min_value changed by +1)
*/
private long waitfornexttick() {
long deadline = tickduration * (tick + 1);
for (;;) {
final long currenttime = system.nanotime() - starttime;
long sleeptimems = (deadline - currenttime + 999999) / 1000000;
if (sleeptimems <= 0) {
if (currenttime == long.min_value) {
return -long.max_value;
} else {
return currenttime;
}
}
// check if we run on windows, as if thats the case we will need
// to round the sleeptime as workaround for a bug that only affect
// the jvm if it runs on windows.
//
// see https://github.com/netty/netty/issues/356
if (platformdependent.iswindows()) {
sleeptimems = sleeptimems / 10 * 10;
}
try {
thread.sleep(sleeptimems);
} catch (interruptedexception ignored) {
if (worker_state_updater.get(timerwheel.this) == worker_state_shutdown) {
return long.min_value;
}
}
}
}
public set<timeout> unprocessedtimeouts() {
return collections.unmodifiableset(unprocessedtimeouts);
}
}
private static final class hashedwheeltimeout implements timeout {
private static final int st_init = 0;
private static final int st_cancelled = 1;
private static final int st_expired = 2;
private static final atomicintegerfieldupdater<hashedwheeltimeout> state_updater;
static {
atomicintegerfieldupdater<hashedwheeltimeout> updater =
platformdependent.newatomicintegerfieldupdater(hashedwheeltimeout.class, "state");
if (updater == null) {
updater = atomicintegerfieldupdater.newupdater(hashedwheeltimeout.class, "state");
}
state_updater = updater;
}
private final timerwheel timer;
private final timertask task;
private final long deadline;
@suppresswarnings({"unused", "fieldmaybefinal", "redundantfieldinitialization" })
private volatile int state = st_init;
// remainingrounds will be calculated and set by worker.transfertimeoutstobuckets() before the
// hashedwheeltimeout will be added to the correct hashedwheelbucket.
long remainingrounds;
string argv;
// this will be used to chain timeouts in hashedwheeltimerbucket via a double-linked-list.
// as only the workerthread will act on it there is no need for synchronization / volatile.
hashedwheeltimeout next;
hashedwheeltimeout prev;
// the bucket to which the timeout was added
hashedwheelbucket bucket;
hashedwheeltimeout(timerwheel timer, timertask task, long deadline, string argv) {
this.timer = timer;
this.task = task;
this.deadline = deadline;
this.argv = argv;
}
@override
public timer timer() {
return timer;
}
@override
public timertask task() {
return task;
}
@override
public boolean cancel() {
// only update the state it will be removed from hashedwheelbucket on next tick.
if (!compareandsetstate(st_init, st_cancelled)) {
return false;
}
// if a task should be canceled we put this to another queue which will be processed on each tick.
// so this means that we will have a gc latency of max. 1 tick duration which is good enough. this way
// we can make again use of our mpsclinkedqueue and so minimize the locking / overhead as much as possible.
timer.cancelledtimeouts.add(this);
return true;
}
void remove() {
hashedwheelbucket bucket = this.bucket;
if (bucket != null) {
bucket.remove(this);
}
}
public boolean compareandsetstate(int expected, int state) {
return state_updater.compareandset(this, expected, state);
}
public int state() {
return state;
}
@override
public boolean iscancelled() {
return state() == st_cancelled;
}
@override
public boolean isexpired() {
return state() == st_expired;
}
public void expire() {
if (!compareandsetstate(st_init, st_expired)) {
return;
}
try {
task.run(this, argv);
} catch (throwable t) {
if (logger.iswarnenabled()) {
logger.warn("an exception was thrown by " + timertask.class.getsimplename() + '.', t);
}
}
}
@override
public string tostring() {
final long currenttime = system.nanotime();
long remaining = deadline - currenttime + timer.starttime;
stringbuilder buf = new stringbuilder(192)
.append(stringutil.simpleclassname(this))
.append('(')
.append("deadline: ");
if (remaining > 0) {
buf.append(remaining)
.append(" ns later");
} else if (remaining < 0) {
buf.append(-remaining)
.append(" ns ago");
} else {
buf.append("now");
}
if (iscancelled()) {
buf.append(", cancelled");
}
return buf.append(", task: ")
.append(task())
.append(')')
.tostring();
}
}
/**
* bucket that stores hashedwheeltimeouts. these are stored in a linked-list like datastructure to allow easy
* removal of hashedwheeltimeouts in the middle. also the hashedwheeltimeout act as nodes themself and so no
* extra object creation is needed.
*/
private static final class hashedwheelbucket {
// used for the linked-list datastructure
private hashedwheeltimeout head;
private hashedwheeltimeout tail;
/**
* add {@link hashedwheeltimeout} to this bucket.
*/
public void addtimeout(hashedwheeltimeout timeout) {
assert timeout.bucket == null;
timeout.bucket = this;
if (head == null) {
head = tail = timeout;
} else {
tail.next = timeout;
timeout.prev = tail;
tail = timeout;
}
}
/**
* expire all {@link hashedwheeltimeout}s for the given {@code deadline}.
*/
public void expiretimeouts(long deadline) {
hashedwheeltimeout timeout = head;
// process all timeouts
while (timeout != null) {
boolean remove = false;
if (timeout.remainingrounds <= 0) {
if (timeout.deadline <= deadline) {
timeout.expire();
} else {
// the timeout was placed into a wrong slot. this should never happen.
throw new illegalstateexception(string.format(
"timeout.deadline (%d) > deadline (%d)", timeout.deadline, deadline));
}
remove = true;
} else if (timeout.iscancelled()) {
remove = true;
} else {
timeout.remainingrounds --;
}
// store reference to next as we may null out timeout.next in the remove block.
hashedwheeltimeout next = timeout.next;
if (remove) {
remove(timeout);
}
timeout = next;
}
}
public void remove(hashedwheeltimeout timeout) {
hashedwheeltimeout next = timeout.next;
// remove timeout that was either processed or cancelled by updating the linked-list
if (timeout.prev != null) {
timeout.prev.next = next;
}
if (timeout.next != null) {
timeout.next.prev = timeout.prev;
}
if (timeout == head) {
// if timeout is also the tail we need to adjust the entry too
if (timeout == tail) {
tail = null;
head = null;
} else {
head = next;
}
} else if (timeout == tail) {
// if the timeout is the tail modify the tail to be the prev node.
tail = timeout.prev;
}
// null out prev, next and bucket to allow for gc.
timeout.prev = null;
timeout.next = null;
timeout.bucket = null;
}
/**
* clear this bucket and return all not expired / cancelled {@link timeout}s.
*/
public void cleartimeouts(set<timeout> set) {
for (;;) {
hashedwheeltimeout timeout = polltimeout();
if (timeout == null) {
return;
}
if (timeout.isexpired() || timeout.iscancelled()) {
continue;
}
set.add(timeout);
}
}
private hashedwheeltimeout polltimeout() {
hashedwheeltimeout head = this.head;
if (head == null) {
return null;
}
hashedwheeltimeout next = head.next;
if (next == null) {
tail = this.head = null;
} else {
this.head = next;
next.prev = null;
}
// null out prev and next to allow for gc.
head.next = null;
head.prev = null;
head.bucket = null;
return head;
}
}
}
编写测试类main.java
package com.tanghuachun.timer;
import java.util.concurrent.timeunit;
/**
* created by darren on 2016/11/17.
*/
public class main implements timertask{
final static timer timer = new timerwheel();
public static void main(string[] args) {
timertask timertask = new main();
for (int i = 0; i < 10; i++) {
timer.newtimeout(timertask, 5, timeunit.seconds, "" + i );
}
}
@override
public void run(timeout timeout, string argv) throws exception {
system.out.println("timeout, argv = " + argv );
}
}
然后就可以看到运行结果啦。
（以maven的方式导入）。
以上就是本文的全部内容，希望对大家的学习有所帮助，也希望大家多多支持。
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