【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。slf4j.Slf4j;
MessageFormat;
@Slf4j
public class Snowflake {
// ==============================Fields===========================================
/**
* 开始时间戳 (2000-01-01 00:00:00)
*/java64位
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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