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名师互学网 > IT > 前沿技术 > 大数据 > 大数据系统

时间轮 + Dubbo + HashedWheelTimer

时间轮 + Dubbo + HashedWheelTimer

Dubbo 时间轮算法简析 HashedWheelTimer源码及应用*
  • 一、Dubbo时间轮简要结构图
    • 1.时间轮结构
    • 2.项目结构(Dubbo源码取了3.0.2.1版本)
  • 二、源码分析(针对主要方法加了个人理解和翻译)
    • 1.定时器实现类:HashedWheelTimer
    • 2.任务处理接口类:Timeout
    • 3.定时器接口类:Timer
    • 4.任务接口类:TimerTask
  • 三、调用:
    • 1.测试接口:
    • 2.调试效果:

一、Dubbo时间轮简要结构图 1.时间轮结构

2.项目结构(Dubbo源码取了3.0.2.1版本)

二、源码分析(针对主要方法加了个人理解和翻译) 1.定时器实现类:HashedWheelTimer

package com.demo.config.wheel;

import com.mchange.v1.lang.ClassUtils;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;

import java.util.*;
import java.util.concurrent.*;
import java.util.concurrent.atomic.AtomicBoolean;
import java.util.concurrent.atomic.AtomicInteger;
import java.util.concurrent.atomic.AtomicIntegerFieldUpdater;
import java.util.concurrent.atomic.AtomicLong;


public class HashedWheelTimer implements Timer {

    
    public static final String NAME = "hased";

    private static final Logger logger = LoggerFactory.getLogger(HashedWheelTimer.class);

    private static final AtomicInteger INSTANCE_COUNTER = new AtomicInteger();
    private static final AtomicBoolean WARNED_TOO_MANY_INSTANCES = new AtomicBoolean();
    private static final int INSTANCE_COUNT_LIMIT = 64;
    private static final AtomicIntegerFieldUpdater WORKER_STATE_UPDATER =
            AtomicIntegerFieldUpdater.newUpdater(HashedWheelTimer.class, "workerState");

    private final Worker worker = new Worker();
    private final Thread workerThread;

    private static final int WORKER_STATE_INIT = 0;
    private static final int WORKER_STATE_STARTED = 1;
    private static final int WORKER_STATE_SHUTDOWN = 2;

    
    @SuppressWarnings({"unused", "FieldMayBeFinal"})
    private volatile int workerState;

    
    private final long tickDuration;
    private final HashedWheelBucket[] wheel;
    private final int mask;
    private final CountDownLatch startTimeInitialized = new CountDownLatch(1);
    private final Queue timeouts = new linkedBlockingQueue<>();
    private final Queue cancelledTimeouts = new linkedBlockingQueue<>();
    private final AtomicLong pendingTimeouts = new AtomicLong(0);
    private final long maxPendingTimeouts;

    private volatile long startTime;

    
    public HashedWheelTimer() {
        this(Executors.defaultThreadFactory());
    }

    
    public HashedWheelTimer(long tickDuration, TimeUnit unit) {
        this(Executors.defaultThreadFactory(), tickDuration, unit);
    }

    
    public HashedWheelTimer(long tickDuration, TimeUnit unit, int ticksPerWheel) {
        this(Executors.defaultThreadFactory(), tickDuration, unit, ticksPerWheel);
    }

    
    public HashedWheelTimer(ThreadFactory threadFactory) {
        this(threadFactory, 100, TimeUnit.MILLISECONDS);
    }

    
    public HashedWheelTimer(
            ThreadFactory threadFactory, long tickDuration, TimeUnit unit) {
        this(threadFactory, tickDuration, unit, 512);
    }

    
    public HashedWheelTimer(
            ThreadFactory threadFactory,
            long tickDuration, TimeUnit unit, int ticksPerWheel) {
        this(threadFactory, tickDuration, unit, ticksPerWheel, -1);
    }

    
    public HashedWheelTimer(
            ThreadFactory threadFactory,
            long tickDuration, TimeUnit unit, int ticksPerWheel,
            long maxPendingTimeouts) {

        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);

        this.maxPendingTimeouts = maxPendingTimeouts;

        if (INSTANCE_COUNTER.incrementAndGet() > INSTANCE_COUNT_LIMIT &&
                WARNED_TOO_MANY_INSTANCES.compareAndSet(false, true)) {
            reportTooManyInstances();
        }
    }

    @Override
    protected void finalize() throws Throwable {
        try {
            super.finalize();
        } finally {
            // This object is going to be GCed and it is assumed the ship has sailed to do a proper shutdown. If
            // we have not yet shutdown then we want to make sure we decrement the active instance count.
            if (WORKER_STATE_UPDATER.getAndSet(this, WORKER_STATE_SHUTDOWN) != WORKER_STATE_SHUTDOWN) {
                INSTANCE_COUNTER.decrementAndGet();
            }
        }
    }

    
    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 = ticksPerWheel - 1;
        normalizedTicksPerWheel |= normalizedTicksPerWheel >>> 1;
        normalizedTicksPerWheel |= normalizedTicksPerWheel >>> 2;
        normalizedTicksPerWheel |= normalizedTicksPerWheel >>> 4;
        normalizedTicksPerWheel |= normalizedTicksPerWheel >>> 8;
        normalizedTicksPerWheel |= normalizedTicksPerWheel >>> 16;
        return normalizedTicksPerWheel + 1;
    }

    
    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 stop() {
        if (Thread.currentThread() == workerThread) {
            throw new IllegalStateException(
                    HashedWheelTimer.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.
            if (WORKER_STATE_UPDATER.getAndSet(this, WORKER_STATE_SHUTDOWN) != WORKER_STATE_SHUTDOWN) {
                INSTANCE_COUNTER.decrementAndGet();
            }

            return Collections.emptySet();
        }

        try {
            boolean interrupted = false;
            while (workerThread.isAlive()) {
                workerThread.interrupt();
                try {
                    workerThread.join(100);
                } catch (InterruptedException ignored) {
                    interrupted = true;
                }
            }

            if (interrupted) {
                Thread.currentThread().interrupt();
            }
        } finally {
            INSTANCE_COUNTER.decrementAndGet();
        }
        return worker.unprocessedTimeouts();
    }

    @Override
    public boolean isStop() {
        return WORKER_STATE_SHUTDOWN == WORKER_STATE_UPDATER.get(this);
    }

    @Override
    public Timeout newTimeout(TimerTask task, long delay, TimeUnit unit) {
        if (task == null) {
            throw new NullPointerException("task");
        }
        if (unit == null) {
            throw new NullPointerException("unit");
        }

        long pendingTimeoutsCount = pendingTimeouts.incrementAndGet();

        if (maxPendingTimeouts > 0 && pendingTimeoutsCount > maxPendingTimeouts) {
            pendingTimeouts.decrementAndGet();
            throw new RejectedExecutionException("Number of pending timeouts ("
                    + pendingTimeoutsCount + ") is greater than or equal to maximum allowed pending "
                    + "timeouts (" + maxPendingTimeouts + ")");
        }

        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;

        // Guard against overflow.
        if (delay > 0 && deadline < 0) {
            deadline = Long.MAX_VALUE;
        }
        HashedWheelTimeout timeout = new HashedWheelTimeout(this, task, deadline);
        timeouts.add(timeout);
        return timeout;
    }

    
    public long pendingTimeouts() {
        return pendingTimeouts.get();
    }

    private static void reportTooManyInstances() {
        String resourceType = ClassUtils.simpleClassName(HashedWheelTimer.class);
        logger.error("You are creating too many " + resourceType + " instances. " +
                resourceType + " is a shared resource that must be reused across the JVM," +
                "so that only a few instances are created.");
    }

    
    private final class Worker implements Runnable {
        private final Set unprocessedTimeouts = new HashSet();

        private long tick;

        @Override
        public void run() {
            // 初始化启动时间 纳秒 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;
            }

            // 等待初始化线程执行完成 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(HashedWheelTimer.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;

                // Ensure we don't schedule for past.
                final long ticks = Math.max(calculated, tick);
                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);
                    }
                }
            }
        }

        
        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;
                    }
                }
                if (isWindows()) {
                    sleepTimeMs = sleepTimeMs / 10 * 10;
                }

                try {
                    Thread.sleep(sleepTimeMs);
                } catch (InterruptedException ignored) {
                    if (WORKER_STATE_UPDATeR.get(HashedWheelTimer.this) == WORKER_STATE_SHUTDOWN) {
                        return Long.MIN_VALUE;
                    }
                }
            }
        }

        Set 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 STATE_UPDATER =
                AtomicIntegerFieldUpdater.newUpdater(HashedWheelTimeout.class, "state");

        
        private final HashedWheelTimer timer;
        private final TimerTask task;
        private final long deadline;

        @SuppressWarnings({"unused", "FieldMayBeFinal", "RedundantFieldInitialization"})
        private volatile int state = ST_INIT;

        
        long remainingRounds;

        
        HashedWheelTimeout next;
        HashedWheelTimeout prev;

        
        HashedWheelBucket bucket;

        HashedWheelTimeout(HashedWheelTimer timer, TimerTask task, long deadline) {
            this.timer = timer;
            this.task = task;
            this.deadline = deadline;
        }

        @Override
        public Timer timer() {
            return timer;
        }

        @Override
        public TimerTask task() {
            return task;
        }

        
        @Override
        public boolean cancel() {
            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);
            } else {
                timer.pendingTimeouts.decrementAndGet();
            }
        }

        
        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);
            } 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;
            String simpleClassName = ClassUtils.simpleClassName(this.getClass());

            StringBuilder buf = new StringBuilder(192)
                    .append(simpleClassName)
                    .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();
        }
    }

    
    private static final class HashedWheelBucket {

        
        private HashedWheelTimeout head;
        private HashedWheelTimeout tail;

        
        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;
            }
        }

        
        void expireTimeouts(long deadline) {
            HashedWheelTimeout timeout = head;

            // process all timeouts
            while (timeout != null) {
                HashedWheelTimeout next = timeout.next;
                if (timeout.remainingRounds <= 0) {
                    next = remove(timeout);
                    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));
                    }
                } else if (timeout.isCancelled()) {
                    next = remove(timeout);
                } else {
                    timeout.remainingRounds--;
                }
                timeout = next;
            }
        }

        
        public HashedWheelTimeout 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;
            timeout.timer.pendingTimeouts.decrementAndGet();
            return next;
        }

        
        void clearTimeouts(Set 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;
        }
    }

    
    private static final boolean IS_OS_WINDOWS = System.getProperty("os.name", "").toLowerCase(Locale.US).contains("win");
    
    private boolean isWindows() {
        return IS_OS_WINDOWS;
    }
}

2.任务处理接口类:Timeout

package com.demo.config.wheel;


public interface Timeout {

    
    Timer timer();

    
    TimerTask task();

    
    boolean isExpired();

    
    boolean isCancelled();

    
    boolean cancel();
}

3.定时器接口类:Timer

package com.demo.config.wheel;

import java.util.Set;
import java.util.concurrent.RejectedExecutionException;
import java.util.concurrent.TimeUnit;


public interface Timer {

    
    Timeout newTimeout(TimerTask task, long delay, TimeUnit unit);

    
    Set stop();

    
    boolean isStop();
}

4.任务接口类:TimerTask

package com.demo.config.wheel;

import java.util.concurrent.TimeUnit;


public interface TimerTask {

    
    void run(Timeout timeout) throws Exception;
}

三、调用: 1.测试接口:
package com.demo.controller;

import com.demo.config.wheel.HashedWheelTimer;
import com.demo.config.wheel.Timeout;
import com.demo.config.wheel.TimerTask;
import lombok.extern.slf4j.Slf4j;
import org.springframework.web.bind.annotation.GetMapping;
import org.springframework.web.bind.annotation.RequestMapping;
import org.springframework.web.bind.annotation.RestController;

import java.util.concurrent.TimeUnit;


@RestController
@RequestMapping("/delay")
@Slf4j
public class WheelController {

    private HashedWheelTimer wheelTimer = new HashedWheelTimer();
    private Timeout timeout;

    
    public WheelController(){
        TimerTask task = timeout -> {
            log.info("时间轮启动,我是第一格:{}", TimeUnit.MILLISECONDS.toSeconds(System.currentTimeMillis()));
        };
        timeout = wheelTimer.newTimeout(task,1,TimeUnit.SECONDS);
        wheelTimer.start();
    }

    
    @GetMapping("/wheel")
    public void wheel(int delay){
        long current = TimeUnit.MILLISECONDS.toSeconds(System.currentTimeMillis());
        TimerTask task = timeout1 -> {
            log.info("任务创建于:{} 延迟 [{}] 秒后执行,当前时间:{}",current,delay,TimeUnit.MILLISECONDS.toSeconds(System.currentTimeMillis()));
        };
        wheelTimer.newTimeout(task,delay,TimeUnit.SECONDS);
    }
}

2.调试效果:

分别下发三个任务,查看触发效果:

顺序如下:
1.http://127.0.0.1:8899/delay/wheel?delay=60
2.http://127.0.0.1:8899/delay/wheel?delay=30
3.http://127.0.0.1:8899/delay/wheel?delay=90

打印日志信息:

先下发延期60秒的任务,立即下发延期30秒的任务;则实际30秒任务会先到期,先执行

  .   ____          _            __ _ _
 /\ / ___'_ __ _ _(_)_ __  __ _    
( ( )___ | '_ | '_| | '_ / _` |    
 \/  ___)| |_)| | | | | || (_| |  ) ) ) )
  '  |____| .__|_| |_|_| |___, | / / / /
 =========|_|==============|___/=/_/_/_/
 :: Spring Boot ::                (v2.5.7)

2022-01-06 22:57:49.746  INFO 12524 --- [           main] c.d.DelayApplication                     : Starting DelayApplication using Java 17.0.1 on zhx_yue with PID 12524 (E:IdeaProjectsdelay-demotargetclasses started by Administrator in E:IdeaProjectsdelay-demo)
2022-01-06 22:57:49.750  INFO 12524 --- [           main] c.d.DelayApplication                     : No active profile set, falling back to default profiles: default
2022-01-06 22:57:50.043  INFO 12524 --- [           main] .s.d.r.c.RepositoryConfigurationDelegate : Multiple Spring Data modules found, entering strict repository configuration mode!
2022-01-06 22:57:50.044  INFO 12524 --- [           main] .s.d.r.c.RepositoryConfigurationDelegate : Bootstrapping Spring Data Redis repositories in DEFAULT mode.
2022-01-06 22:57:50.056  INFO 12524 --- [           main] .s.d.r.c.RepositoryConfigurationDelegate : Finished Spring Data repository scanning in 4 ms. Found 0 Redis repository interfaces.
2022-01-06 22:57:50.283  INFO 12524 --- [           main] o.s.b.w.e.t.TomcatWebServer              : Tomcat initialized with port(s): 8899 (http)
1月 06, 2022 10:57:50 下午 org.apache.coyote.AbstractProtocol init
信息: Initializing ProtocolHandler ["http-nio-8899"]
1月 06, 2022 10:57:50 下午 org.apache.catalina.core.StandardService startInternal
信息: Starting service [Tomcat]
1月 06, 2022 10:57:50 下午 org.apache.catalina.core.StandardEngine startInternal
信息: Starting Servlet engine: [Apache Tomcat/9.0.55]
1月 06, 2022 10:57:50 下午 org.apache.catalina.core.ApplicationContext log
信息: Initializing Spring embedded WebApplicationContext
2022-01-06 22:57:50.329  INFO 12524 --- [           main] w.s.c.ServletWebServerApplicationContext : Root WebApplicationContext: initialization completed in 558 ms
2022-01-06 22:57:50.652  INFO 12524 --- [           main] o.q.i.StdSchedulerFactory                : Using default implementation for ThreadExecutor
2022-01-06 22:57:50.658  INFO 12524 --- [           main] o.q.c.SchedulerSignalerImpl              : Initialized Scheduler Signaller of type: class org.quartz.core.SchedulerSignalerImpl
2022-01-06 22:57:50.658  INFO 12524 --- [           main] o.q.c.QuartzScheduler                    : Quartz Scheduler v.2.3.2 created.
2022-01-06 22:57:50.658  INFO 12524 --- [           main] o.q.s.RAMJobStore                        : RAMJobStore initialized.
2022-01-06 22:57:50.659  INFO 12524 --- [           main] o.q.c.QuartzScheduler                    : Scheduler meta-data: Quartz Scheduler (v2.3.2) 'quartzScheduler' with instanceId 'NON_CLUSTERED'
  Scheduler class: 'org.quartz.core.QuartzScheduler' - running locally.
  NOT STARTED.
  Currently in standby mode.
  Number of jobs executed: 0
  Using thread pool 'org.quartz.simpl.SimpleThreadPool' - with 10 threads.
  Using job-store 'org.quartz.simpl.RAMJobStore' - which does not support persistence. and is not clustered.

2022-01-06 22:57:50.659  INFO 12524 --- [           main] o.q.i.StdSchedulerFactory                : Quartz scheduler 'quartzScheduler' initialized from an externally provided properties instance.
2022-01-06 22:57:50.659  INFO 12524 --- [           main] o.q.i.StdSchedulerFactory                : Quartz scheduler version: 2.3.2
2022-01-06 22:57:50.659  INFO 12524 --- [           main] o.q.c.QuartzScheduler                    : JobFactory set to: org.springframework.scheduling.quartz.SpringBeanJobFactory@7e191fda
1月 06, 2022 10:57:50 下午 org.apache.coyote.AbstractProtocol start
信息: Starting ProtocolHandler ["http-nio-8899"]
2022-01-06 22:57:50.696  INFO 12524 --- [           main] o.s.b.w.e.t.TomcatWebServer              : Tomcat started on port(s): 8899 (http) with context path ''
2022-01-06 22:57:51.021  INFO 12524 --- [           main] o.s.s.q.SchedulerFactoryBean             : Starting Quartz Scheduler now
2022-01-06 22:57:51.021  INFO 12524 --- [           main] o.q.c.QuartzScheduler                    : Scheduler quartzScheduler_$_NON_CLUSTERED started.
2022-01-06 22:57:51.040  INFO 12524 --- [           main] c.d.DelayApplication                     : Started DelayApplication in 1.526 seconds (JVM running for 2.057)
2022-01-06 22:57:51.564  INFO 12524 --- [pool-2-thread-1] c.d.c.WheelController                    : 时间轮启动,我是第一格:1641481071
1月 06, 2022 10:58:06 下午 org.apache.catalina.core.ApplicationContext log
信息: Initializing Spring DispatcherServlet 'dispatcherServlet'
2022-01-06 22:58:06.496  INFO 12524 --- [nio-8899-exec-1] o.s.w.s.DispatcherServlet                : Initializing Servlet 'dispatcherServlet'
2022-01-06 22:58:06.496  INFO 12524 --- [nio-8899-exec-1] o.s.w.s.DispatcherServlet                : Completed initialization in 0 ms
2022-01-06 22:58:44.064  INFO 12524 --- [pool-2-thread-1] c.d.c.WheelController                    : 任务创建于:1641481093 延迟 [30] 秒后执行,当前时间:1641481124
2022-01-06 22:59:06.564  INFO 12524 --- [pool-2-thread-1] c.d.c.WheelController                    : 任务创建于:1641481086 延迟 [60] 秒后执行,当前时间:1641481146
2022-01-06 22:59:51.063  INFO 12524 --- [pool-2-thread-1] c.d.c.WheelController                    : 任务创建于:1641481100 延迟 [90] 秒后执行,当前时间:1641481191

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