分布式ID方案

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  • Post category:其他


使用twitter的snowflake(雪花)算法,特点,生成不重复的有序的数字

util:

package util;

import java.lang.management.ManagementFactory;

import java.net.InetAddress;

import java.net.NetworkInterface;

/**

* <p>名称:IdWorker.java</p>

* <p>描述:分布式自增长ID</p>

* <pre>

*     Twitter的 Snowflake JAVA实现方案

* </pre>

* 核心代码为其IdWorker这个类实现,其原理结构如下,我分别用一个0表示一位,用—分割开部分的作用:

* 1||0—0000000000 0000000000 0000000000 0000000000 0 — 00000 —00000 —000000000000

* 在上面的字符串中,第一位为未使用(实际上也可作为long的符号位),接下来的41位为毫秒级时间,

* 然后5位datacenter标识位,5位机器ID(并不算标识符,实际是为线程标识),

* 然后12位该毫秒内的当前毫秒内的计数,加起来刚好64位,为一个Long型。

* 这样的好处是,整体上按照时间自增排序,并且整个分布式系统内不会产生ID碰撞(由datacenter和机器ID作区分),

* 并且效率较高,经测试,snowflake每秒能够产生26万ID左右,完全满足需要。

* <p>

* 64位ID (42(毫秒)+5(机器ID)+5(业务编码)+12(重复累加))

*

* @author Polim

*/

public class IdWorker {


// 时间起始标记点,作为基准,一般取系统的最近时间(一旦确定不能变动)

private final static long twepoch = 1288834974657L;

// 机器标识位数

private final static long workerIdBits = 5L;

// 数据中心标识位数

private final static long datacenterIdBits = 5L;

// 机器ID最大值

private final static long maxWorkerId = -1L ^ (-1L << workerIdBits);

// 数据中心ID最大值

private final static long maxDatacenterId = -1L ^ (-1L << datacenterIdBits);

// 毫秒内自增位

private final static long sequenceBits = 12L;

// 机器ID偏左移12位

private final static long workerIdShift = sequenceBits;

// 数据中心ID左移17位

private final static long datacenterIdShift = sequenceBits + workerIdBits;

// 时间毫秒左移22位

private final static long timestampLeftShift = sequenceBits + workerIdBits + datacenterIdBits;

private final static long sequenceMask = -1L ^ (-1L << sequenceBits);

/* 上次生产id时间戳 */

private static long lastTimestamp = -1L;

// 0,并发控制

private long sequence = 0L;

private final long workerId;

// 数据标识id部分

private final long datacenterId;

public IdWorker(){


this.datacenterId = getDatacenterId(maxDatacenterId);

this.workerId = getMaxWorkerId(datacenterId, maxWorkerId);

}

/**

* @param workerId

*            工作机器ID

* @param datacenterId

*            序列号

*/

public IdWorker(long workerId, long datacenterId) {


if (workerId > maxWorkerId || workerId < 0) {


throw new IllegalArgumentException(String.format(“worker Id can’t be greater than %d or less than 0”, maxWorkerId));

}

if (datacenterId > maxDatacenterId || datacenterId < 0) {


throw new IllegalArgumentException(String.format(“datacenter Id can’t be greater than %d or less than 0”, maxDatacenterId));

}

this.workerId = workerId;

this.datacenterId = datacenterId;

}

/**

* 获取下一个ID

*

* @return

*/

public synchronized long nextId() {


long timestamp = timeGen();

if (timestamp < lastTimestamp) {


throw new RuntimeException(String.format(“Clock moved backwards.  Refusing to generate id for %d milliseconds”, lastTimestamp – timestamp));

}

if (lastTimestamp == timestamp) {


// 当前毫秒内,则+1

sequence = (sequence + 1) & sequenceMask;

if (sequence == 0) {


// 当前毫秒内计数满了,则等待下一秒

timestamp = tilNextMillis(lastTimestamp);

}

} else {


sequence = 0L;

}

lastTimestamp = timestamp;

// ID偏移组合生成最终的ID,并返回ID

long nextId = ((timestamp – twepoch) << timestampLeftShift)

| (datacenterId << datacenterIdShift)

| (workerId << workerIdShift) | sequence;

return nextId;

}

private long tilNextMillis(final long lastTimestamp) {


long timestamp = this.timeGen();

while (timestamp <= lastTimestamp) {


timestamp = this.timeGen();

}

return timestamp;

}

private long timeGen() {


return System.currentTimeMillis();

}

/**

* <p>

* 获取 maxWorkerId

* </p>

*/

protected static long getMaxWorkerId(long datacenterId, long maxWorkerId) {


StringBuffer mpid = new StringBuffer();

mpid.append(datacenterId);

String name = ManagementFactory.getRuntimeMXBean().getName();

if (!name.isEmpty()) {


/*

* GET jvmPid

*/

mpid.append(name.split(“@”)[0]);

}

/*

* MAC + PID 的 hashcode 获取16个低位

*/

return (mpid.toString().hashCode() & 0xffff) % (maxWorkerId + 1);

}

/**

* <p>

* 数据标识id部分

* </p>

*/

protected static long getDatacenterId(long maxDatacenterId) {


long id = 0L;

try {


InetAddress ip = InetAddress.getLocalHost();

NetworkInterface network = NetworkInterface.getByInetAddress(ip);

if (network == null) {


id = 1L;

} else {


byte[] mac = network.getHardwareAddress();

id = ((0x000000FF & (long) mac[mac.length – 1])

| (0x0000FF00 & (((long) mac[mac.length – 2]) << 8))) >> 6;

id = id % (maxDatacenterId + 1);

}

} catch (Exception e) {


System.out.println(” getDatacenterId: ” + e.getMessage());

}

return id;

}


public static void main(String[] args) {

IdWorker idWorker=new IdWorker(0,0);

for(int i=0;i<100;i++){


long nextId = idWorker.nextId();

System.out.println(nextId);

}

}

}



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