Home > Java > javaTutorial > How does the snowflake algorithm generate ids?

How does the snowflake algorithm generate ids?

coldplay.xixi
Release: 2020-08-31 13:15:52
Original
14315 people have browsed it

The snowflake algorithm generates ids: first create a class for id generation; then create a singleton tool that calls the id generation; finally use the function [GuuidUtil.getUUID()] to call it directly.

How does the snowflake algorithm generate ids?

[Related learning recommendations: java basics

Method for generating IDs by Snowflake algorithm:

1. Create a new id-generated class SnowFlake

/**
 * @Auther: lyl
 * @Date: 2019/11/21 17:49
 * @Description:
 */
public class SnowFlake {
    /**
     * 起始的时间戳
     */
    private final static long START_STMP = 1480166465631L;
    /**
     * 每一部分占用的位数
     */
    private final static long SEQUENCE_BIT = 12; //序列号占用的位数
    private final static long MACHINE_BIT = 5;  //机器标识占用的位数
    private final static long DATACENTER_BIT = 5;//数据中心占用的位数
    /**
     * 每一部分的最大值
     */
    private final static long MAX_DATACENTER_NUM = -1L ^ (-1L << DATACENTER_BIT);
    private final static long MAX_MACHINE_NUM = -1L ^ (-1L << MACHINE_BIT);
    private final static long MAX_SEQUENCE = -1L ^ (-1L << SEQUENCE_BIT);
    /**
     * 每一部分向左的位移
     */
    private final static long MACHINE_LEFT = SEQUENCE_BIT;
    private final static long DATACENTER_LEFT = SEQUENCE_BIT + MACHINE_BIT;
    private final static long TIMESTMP_LEFT = DATACENTER_LEFT + DATACENTER_BIT;
    private long datacenterId;  //数据中心
    private long machineId;    //机器标识
    private long sequence = 0L; //序列号
    private long lastStmp = -1L;//上一次时间戳
    public SnowFlake(long datacenterId, long machineId) {
        if (datacenterId > MAX_DATACENTER_NUM || datacenterId < 0) {
            throw new IllegalArgumentException("datacenterId can&#39;t be greater than MAX_DATACENTER_NUM or less than 0");
        }
        if (machineId > MAX_MACHINE_NUM || machineId < 0) {
            throw new IllegalArgumentException("machineId can&#39;t be greater than MAX_MACHINE_NUM or less than 0");
        }
        this.datacenterId = datacenterId;
        this.machineId = machineId;
    }
    /**
     * 产生下一个ID
     *
     * @return
     */
    public synchronized long nextId() {
        long currStmp = getNewstmp();
        if (currStmp < lastStmp) {
            throw new RuntimeException("Clock moved backwards.  Refusing to generate id");
        }
        if (currStmp == lastStmp) {
            //相同毫秒内,序列号自增
            sequence = (sequence + 1) & MAX_SEQUENCE;
            //同一毫秒的序列数已经达到最大
            if (sequence == 0L) {
                currStmp = getNextMill();
            }
        } else {
            //不同毫秒内,序列号置为0
            sequence = 0L;
        }
        lastStmp = currStmp;
        return (currStmp - START_STMP) << TIMESTMP_LEFT //时间戳部分
                | datacenterId << DATACENTER_LEFT      //数据中心部分
                | machineId << MACHINE_LEFT            //机器标识部分
                | sequence;                            //序列号部分
    }
    private long getNextMill() {
        long mill = getNewstmp();
        while (mill <= lastStmp) {
            mill = getNewstmp();
        }
        return mill;
    }
    private long getNewstmp() {
        return System.currentTimeMillis();
    }
    public static void main(String[] args) {
        SnowFlake snowFlake = new SnowFlake(2, 3);
        for (int i = 0; i < (1 << 12); i++) {
            System.out.println(snowFlake.nextId());
        }
    }
}
Copy after login

2. To prevent multiple threads from generating duplicate IDs, create a new one here A singleton tool that calls to generate id

The machineId and datacenterId can be placed in the configuration file

import java.util.concurrent.CountDownLatch;
/**
 * @Auther: lyl
 * @Date: 2019/11/21 18:15
 * @Description:
 */
public class GuuidUtil {
    private static long machineId = 0;
    private static long datacenterId = 0;
    /**
     * 单例模式创建学法算法对象
     * */
    private enum SnowFlakeSingleton{
        Singleton;
        private SnowFlake snowFlake;
        SnowFlakeSingleton(){
            snowFlake = new SnowFlake(datacenterId,machineId);
        }
        public SnowFlake getInstance(){
            return snowFlake;
        }
    }
    public static long getUUID(){
        return SnowFlakeSingleton.Singleton.getInstance().nextId();
    }
    public static void main(String[] args) {
         CountDownLatch latch = new CountDownLatch(10000);
        long start = System.currentTimeMillis();
        for (int i = 0; i < 10000; i++) {
            new Runnable() {
                @Override
                public void run() {
                    System.out.println(GuuidUtil.getUUID());
                    latch.countDown();
                }
            }.run();
        }
        try {
            System.out.println("主线程"+Thread.currentThread().getName()+"等待子线程执行完成...");
            latch.await();//阻塞当前线程,直到计数器的值为0
            System.out.println("主线程"+Thread.currentThread().getName()+"开始执行...");
        } catch (InterruptedException e) {
            e.printStackTrace();
        }
        System.out.print("雪花算法用时: ");
        System.out.println(System.currentTimeMillis() - start);
    }
}
Copy after login

Finally call directly:GuuidUtil.getUUID();You can directly Generate id

If you want to learn more about programming, please pay attention to the php training column!

The above is the detailed content of How does the snowflake algorithm generate ids?. For more information, please follow other related articles on the PHP Chinese website!

Related labels:
id
source:php.cn
Statement of this Website
The content of this article is voluntarily contributed by netizens, and the copyright belongs to the original author. This site does not assume corresponding legal responsibility. If you find any content suspected of plagiarism or infringement, please contact admin@php.cn
Popular Tutorials
More>
Latest Downloads
More>
Web Effects
Website Source Code
Website Materials
Front End Template