• 【Java】Snowflake (雪花算法工具类)


    Java 雪花算法工具类

    SnowFlake(Twitter_Snowflake)的结构如下(每部分用-分开):
    0 - 0000000000 0000000000 0000000000 0000000000 0 - 00000 - 00000 - 000000000000
    1位标识,由于long基本类型在Java中是带符号的,最高位是符号位,正数是0,负数是1,所以id一般是正数,最高位是0。
    41位时间戳(毫秒级),不是存储当前时间的时间戳,而是存储时间戳的差值(当前时间戳 - 开始时间戳);
    可以使用69年,年T = (1L << 41) / (1000L * 60 * 60 * 24 * 365) = 69。
    10位的数据机器位,可以部署在1024个节点,包括5位datacenterId和5位workerId。
    12位毫秒内的计数序列,计数顺序号支持每个节点每毫秒(同一机器,同一时间戳)产生4096个ID。
    加起来64位刚好是一个long,整体上按照时间自增排序,且分布式系统内不会产生ID碰撞(由数据中心ID和机器ID作区分),效率较高。
    
    import lombok.extern.slf4j.Slf4j;
    import java.text.MessageFormat;
    
    @Slf4j
    public class Snowflake {
        // ==============================Fields===========================================
        /**
         * 开始时间戳 (2000-01-01 00:00:00)
         */
        private static final long TWEPOCH = 946656000000L;
    
        /**
         * 机器id所占的位数 5
         */
        private static final long WORKER_ID_BITS = 5L;
    
        /**
         * 数据标识id所占的位数 5
         */
        private static final long DATA_CENTER_ID_BITS = 5L;
    
        /**
         * 支持的最大机器id,结果是 31
         */
        private static final long MAX_WORKER_ID = ~(-1L << WORKER_ID_BITS);
    
        /**
         * 支持的最大数据标识id,结果是 31
         */
        private static final long MAX_DATA_CENTER_ID = ~(-1L << DATA_CENTER_ID_BITS);
    
        /**
         * 序列在id中占的位数
         */
        private static final long SEQUENCE_BITS = 12L;
    
        /**
         * 机器ID向左移12位
         */
        private static final long WORKER_ID_SHIFT = SEQUENCE_BITS;
    
        /**
         * 数据标识id向左移17位(12+5)
         */
        private static final long DATA_CENTER_ID_SHIFT = SEQUENCE_BITS + WORKER_ID_BITS;
    
        /**
         * 时间戳向左移22位(5+5+12)
         */
        private static final long TIMESTAMP_LEFT_SHIFT = SEQUENCE_BITS + WORKER_ID_BITS + DATA_CENTER_ID_BITS;
    
        /**
         * 生成序列的掩码,这里为4095 (0b111111111111=0xfff=4095)
         */
        private static final long SEQUENCE_MASK = ~(-1L << SEQUENCE_BITS);
    
        /**
         * 步长 1024
         */
        private static final long STEP_SIZE = 1024;
    
        /**
         * unsigned int max value
         */
        private static final long UINT_MAX_VALUE = 0xffffffffL;
    
        /**
         * 工作机器ID(0~31)
         */
        private long workerId;
    
        /**
         * 工作机器ID 计数器
         */
        private long workerIdFlags = 0L;
    
        /**
         * 数据中心ID(0~31)
         */
        private long dataCenterId;
    
        /**
         * 数据中心ID 计数器
         */
        private long dataCenterIdFlags = 0L;
    
        /**
         * 毫秒内序列(0~4095)
         */
        private long sequence = 0L;
    
        /**
         * 毫秒内序列基数[0|1024|2048|3072]
         */
        private long basicSequence = 0L;
    
        /**
         * 上次生成ID的时间戳
         */
        private long lastTimestamp = -1L;
    
        /**
         * 工作模式
         */
        private final WorkMode workMode;
    
        public enum WorkMode { NON_SHARED, RATE_1024, RATE_4096; }
    
        //==============================Constructors=====================================
    
        public Snowflake() {
            this(0, 0, WorkMode.RATE_4096);
        }
    
        /**
         * 构造函数
         * @param workerId     工作ID (0~31)
         * @param dataCenterId 数据中心ID (0~31)
         */
        public Snowflake(long workerId, long dataCenterId) {
            this(workerId, dataCenterId, WorkMode.RATE_4096);
        }
    
        /**
         * 构造函数
         * @param workerId     工作ID (0~31)
         * @param dataCenterId 数据中心ID (0~31)
         * @param workMode     工作模式
         */
        public Snowflake(long workerId, long dataCenterId, WorkMode workMode) {
            this.workMode = workMode;
            if (workerId > MAX_WORKER_ID || workerId < 0) {
                throw new IllegalArgumentException(MessageFormat.format("worker Id can't be greater than {0} or less than 0", MAX_WORKER_ID));
            }
            if (dataCenterId > MAX_DATA_CENTER_ID || dataCenterId < 0) {
                throw new IllegalArgumentException(MessageFormat.format("datacenter Id can't be greater than {0} or less than 0", MAX_DATA_CENTER_ID));
            }
            this.workerId = workerId;
            this.workerIdFlags = setSpecifiedBitTo1(this.workerIdFlags, this.workerId);
            this.dataCenterId = dataCenterId;
            this.dataCenterIdFlags = setSpecifiedBitTo1(this.dataCenterIdFlags, this.dataCenterId);
        }
    
        // ==============================Methods==========================================
    
        /**
         * 获取机器id
         *
         * @return 所属机器的id
         */
        public long getWorkerId() {
            return workerId;
        }
    
        /**
         * 获取数据中心id
         *
         * @return 所属数据中心id
         */
        public long getDataCenterId() {
            return dataCenterId;
        }
    
        /**
         * 获得下一个ID (该方法是线程安全的)
         *
         * @return SnowflakeId
         */
        public synchronized long nextId() {
            long timestamp = timeGen();
            //如果当前时间小于上一次ID生成的时间戳,说明系统时钟回退过这个时候应当抛出异常
            if (timestamp < this.lastTimestamp) {
                if (timestamp > TWEPOCH) {
                    if (WorkMode.NON_SHARED == this.workMode) {
                        nonSharedClockBackwards(timestamp);
                    } else if (WorkMode.RATE_1024 == this.workMode) {
                        rate1024ClockBackwards(timestamp);
                    } else {
                        throw new RuntimeException(MessageFormat.format("Clock moved backwards. Refusing to generate id for {0} milliseconds", lastTimestamp - timestamp));
                    }
                } else {
                    throw new RuntimeException(MessageFormat.format("Clock moved backwards. Refusing to generate id for {0} milliseconds", lastTimestamp - timestamp));
                }
            }
            //如果是同一时间生成的,则进行毫秒内序列
            if (this.lastTimestamp == timestamp) {
                this.sequence = (this.sequence + 1) & SEQUENCE_MASK;
                //毫秒内序列溢出
                if (this.sequence == 0) {
                    //阻塞到下一个毫秒,获得新的时间戳
                    timestamp = tilNextMillis(this.lastTimestamp);
                }
            }
            //时间戳改变,毫秒内序列重置
            else {
                this.sequence = this.basicSequence;
            }
            //上次生成ID的时间戳
            this.lastTimestamp = timestamp;
            //移位并通过或运算拼到一起组成64位的ID
            return ((timestamp - TWEPOCH) << TIMESTAMP_LEFT_SHIFT)
                    | (this.dataCenterId << DATA_CENTER_ID_SHIFT)
                    | (this.workerId << WORKER_ID_SHIFT)
                    | this.sequence;
        }
    
        /**
         * 阻塞到下一个毫秒,直到获得新的时间戳
         *
         * @param lastTimestamp 上次生成ID的时间戳
         * @return 当前时间戳
         */
        protected long tilNextMillis(long lastTimestamp) {
            long timestamp0;
            do {
                timestamp0 = timeGen();
            } while (timestamp0 <= lastTimestamp);
            return timestamp0;
        }
    
        /**
         * 返回以毫秒为单位的当前时间
         *
         * @return 当前时间(毫秒)
         */
        protected long timeGen() {
            return System.currentTimeMillis();
        }
    
        /**
         * 尝试解决时钟回拨<br>【* 仅用于 单机生成不对外 的情况 *】
         *
         * @param timestamp 当前时间戳
         * @return void
         */
        private void nonSharedClockBackwards(long timestamp) {
            if (this.dataCenterIdFlags >= UINT_MAX_VALUE && this.workerIdFlags >= UINT_MAX_VALUE) {
                throw new RuntimeException(MessageFormat.format("Clock moved backwards. Refusing to generate id for {0} milliseconds", lastTimestamp - timestamp));
            } else {
                //如果仅用于生成不重复的数值,尝试变更 dataCenterId 或 workerId 修复时钟回拨问题
                log.warn("Clock moved backwards. Refusing to generate id for {} milliseconds", lastTimestamp - timestamp);
                //先尝试变更 dataCenterId,当 dataCenterId 轮询一遍之后,尝试变更 workerId 并重置 dataCenterId
                if (this.dataCenterIdFlags >= UINT_MAX_VALUE) {
                    if (++this.workerId > MAX_WORKER_ID) { this.workerId = 0L; }
                    this.workerIdFlags = setSpecifiedBitTo1(this.workerIdFlags, this.workerId);
                    // 重置 dataCenterId 和 dataCenterIdFlags
                    this.dataCenterIdFlags = this.dataCenterId = 0L;
                } else {
                    if (++this.dataCenterId > MAX_DATA_CENTER_ID) { this.dataCenterId = 0L; }
                }
                this.dataCenterIdFlags = setSpecifiedBitTo1(this.dataCenterIdFlags, this.dataCenterId);
                this.lastTimestamp = -1L;
                log.warn("Try to fix the clock moved backwards. timestamp : {}, worker Id : {}, datacenter Id : {}", timestamp, workerId, dataCenterId);
            }
        }
    
        /**
         * 尝试解决时钟回拨<br>【* 仅用于每毫秒生成量 不大于 1024 的情况 *】
         *
         * @param timestamp 当前时间戳
         * @return void
         */
        private void rate1024ClockBackwards(long timestamp) {
            if (this.basicSequence > (SEQUENCE_MASK - STEP_SIZE)) {
                throw new RuntimeException(MessageFormat.format("Clock moved backwards. Refusing to generate id for {0} milliseconds", lastTimestamp - timestamp));
            } else {
                log.warn("Clock moved backwards. Refusing to generate id for {} milliseconds", lastTimestamp - timestamp);
                this.basicSequence += STEP_SIZE;
                this.lastTimestamp = -1L;
                log.warn("Try to fix the clock moved backwards. timestamp : {}, basicSequence : {}", timestamp, basicSequence);
            }
        }
    
        /**
         * Set the specified bit to 1
         *
         * @param value    raw long value
         * @param index    bit index (From 0~31)
         * @return long value
         */
        private long setSpecifiedBitTo1(long value, long index) {
            return value |= (1L << index);
        }
    
        /**
         * Set the specified bit to 0
         *
         * @param value    raw long value
         * @param index    bit index (From 0~31)
         * @return long value
         */
        private long setSpecifiedBitTo0(long value, long index) {
            return value &= ~(1L << index);
        }
    
        /**
         * Get the specified bit
         * @param value    raw long value
         * @param index    bit index(From 0-31)
         * @return 0 or 1
         */
        private int getSpecifiedBit(long value, long index) {
            return (value & (1L << index)) == 0 ? 0 : 1;
        }
    
    }
    
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  • 原文地址:https://www.cnblogs.com/zhuzhongxing/p/15846310.html
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