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【Java】Snowflake (雪花演算法工具類)

Java 雪花演算法工具類

SnowFlake(Twitter_Snowflake)的結構如下(每部分用-分開):
0 - 0000000000 0000000000 0000000000 0000000000 0 - 00000 - 00000 - 000000000000
1位標識,由於long基本型別在Java中是帶符號的,最高位是符號位,正數是0,負數是1,所以id一般是正數,最高位是0。
41位時間戳(毫秒級),不是儲存當前時間的時間戳,而是儲存時間戳的差值(當前時間戳 - 開始時間戳);
可以使用69年,年T = (1L << 41) / (1000L * 60 * 60 * 24 * 365) = 69。
10位的資料機器位,可以部署在1024個節點,包括5位datacenterId和5位workerId。
12位毫秒內的計數序列,計數順序號支援每個節點每毫秒(同一機器,同一時間戳)產生4096個ID。
加起來64位剛好是一個long,整體上按照時間自增排序,且分散式系統內不會產生ID碰撞(由資料中心ID和機器ID作區分),效率較高。
import lombok.extern.slf4j.Slf4j;
import java.text.MessageFormat;

@Slf4j
public class Snowflake {
    // ==============================Fields===========================================
    /**
     * 開始時間戳 (2000-01-01 00:00:00)
     */
    private static final long TWEPOCH = 946656000000L;

    /**
     * 機器id所佔的位數 5
     */
    private static final long WORKER_ID_BITS = 5L;

    /**
     * 資料標識id所佔的位數 5
     */
    private static final long DATA_CENTER_ID_BITS = 5L;

    /**
     * 支援的最大機器id,結果是 31
     */
    private static final long MAX_WORKER_ID = ~(-1L << WORKER_ID_BITS);

    /**
     * 支援的最大資料標識id,結果是 31
     */
    private static final long MAX_DATA_CENTER_ID = ~(-1L << DATA_CENTER_ID_BITS);

    /**
     * 序列在id中佔的位數
     */
    private static final long SEQUENCE_BITS = 12L;

    /**
     * 機器ID向左移12位
     */
    private static final long WORKER_ID_SHIFT = SEQUENCE_BITS;

    /**
     * 資料標識id向左移17位(12+5)
     */
    private static final long DATA_CENTER_ID_SHIFT = SEQUENCE_BITS + WORKER_ID_BITS;

    /**
     * 時間戳向左移22位(5+5+12)
     */
    private static final long TIMESTAMP_LEFT_SHIFT = SEQUENCE_BITS + WORKER_ID_BITS + DATA_CENTER_ID_BITS;

    /**
     * 生成序列的掩碼,這裡為4095 (0b111111111111=0xfff=4095)
     */
    private static final long SEQUENCE_MASK = ~(-1L << SEQUENCE_BITS);

    /**
     * 步長 1024
     */
    private static final long STEP_SIZE = 1024;

    /**
     * unsigned int max value
     */
    private static final long UINT_MAX_VALUE = 0xffffffffL;

    /**
     * 工作機器ID(0~31)
     */
    private long workerId;

    /**
     * 工作機器ID 計數器
     */
    private long workerIdFlags = 0L;

    /**
     * 資料中心ID(0~31)
     */
    private long dataCenterId;

    /**
     * 資料中心ID 計數器
     */
    private long dataCenterIdFlags = 0L;

    /**
     * 毫秒內序列(0~4095)
     */
    private long sequence = 0L;

    /**
     * 毫秒內序列基數[0|1024|2048|3072]
     */
    private long basicSequence = 0L;

    /**
     * 上次生成ID的時間戳
     */
    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);
    }

    /**
     * 建構函式
     * @param workerId     工作ID (0~31)
     * @param dataCenterId 資料中心ID (0~31)
     */
    public Snowflake(long workerId, long dataCenterId) {
        this(workerId, dataCenterId, WorkMode.RATE_4096);
    }

    /**
     * 建構函式
     * @param workerId     工作ID (0~31)
     * @param dataCenterId 資料中心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==========================================

    /**
     * 獲取機器id
     *
     * @return 所屬機器的id
     */
    public long getWorkerId() {
        return workerId;
    }

    /**
     * 獲取資料中心id
     *
     * @return 所屬資料中心id
     */
    public long getDataCenterId() {
        return dataCenterId;
    }

    /**
     * 獲得下一個ID (該方法是執行緒安全的)
     *
     * @return SnowflakeId
     */
    public synchronized long nextId() {
        long timestamp = timeGen();
        //如果當前時間小於上一次ID生成的時間戳,說明系統時鐘回退過這個時候應當丟擲異常
        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));
            }
        }
        //如果是同一時間生成的,則進行毫秒內序列
        if (this.lastTimestamp == timestamp) {
            this.sequence = (this.sequence + 1) & SEQUENCE_MASK;
            //毫秒內序列溢位
            if (this.sequence == 0) {
                //阻塞到下一個毫秒,獲得新的時間戳
                timestamp = tilNextMillis(this.lastTimestamp);
            }
        }
        //時間戳改變,毫秒內序列重置
        else {
            this.sequence = this.basicSequence;
        }
        //上次生成ID的時間戳
        this.lastTimestamp = timestamp;
        //移位並通過或運算拼到一起組成64位的ID
        return ((timestamp - TWEPOCH) << TIMESTAMP_LEFT_SHIFT)
                | (this.dataCenterId << DATA_CENTER_ID_SHIFT)
                | (this.workerId << WORKER_ID_SHIFT)
                | this.sequence;
    }

    /**
     * 阻塞到下一個毫秒,直到獲得新的時間戳
     *
     * @param lastTimestamp 上次生成ID的時間戳
     * @return 當前時間戳
     */
    protected long tilNextMillis(long lastTimestamp) {
        long timestamp0;
        do {
            timestamp0 = timeGen();
        } while (timestamp0 <= lastTimestamp);
        return timestamp0;
    }

    /**
     * 返回以毫秒為單位的當前時間
     *
     * @return 當前時間(毫秒)
     */
    protected long timeGen() {
        return System.currentTimeMillis();
    }

    /**
     * 嘗試解決時鐘回撥<br>【* 僅用於 單機生成不對外 的情況 *】
     *
     * @param timestamp 當前時間戳
     * @return void
     */
    private void nonSharedClockBackwards(long timestamp) {
        if (this.dataCenterIdFlags < UINT_MAX_VALUE || this.workerIdFlags < UINT_MAX_VALUE) {
            //如果僅用於生成不重複的數值,嘗試變更 dataCenterId 或 workerId 修復時鐘回撥問題
            log.warn("Clock moved backwards. Refusing to generate id for {} milliseconds", lastTimestamp - timestamp);
            //先嚐試變更 dataCenterId,當 dataCenterId 輪詢一遍之後,嘗試變更 workerId 並重置 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);
        } else {
            throw new RuntimeException(MessageFormat.format("Clock moved backwards. Refusing to generate id for {0} milliseconds", lastTimestamp - timestamp));
        }
    }

    /**
     * 嘗試解決時鐘回撥<br>【* 僅用於每毫秒生成量 不大於 1024 的情況 *】
     *
     * @param timestamp 當前時間戳
     * @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));
        }
        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);
    }

}