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订单数据非常庞大,将来一定会做分库分表。那么这种情况下, 要保证id的唯一,就不能靠数据库自增,而是自己来实现算法,生成唯一id。
这里的订单id是通过一个工具类生成的:
而工具类所采用的生成id算法,是由Twitter公司开源的snowflake(雪花)算法。
雪花算法会生成一个64位的二进制数据,为一个Long型。(转换成字符串后长度最多19位) ,其基本结构:
第一位:为未使用
第二部分:41位为毫秒级时间(41位的长度可以使用69年)
第三部分:5位datacenterId和5位workerId(10位的长度最多支持部署1024个节点)
第四部分:最后12位是毫秒内的计数(12位的计数顺序号支持每个节点每毫秒产生4096个ID序号)
snowflake生成的ID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workerId作区分),并且效率较高。经测试snowflake每秒能够产生26万个ID。
- package com.leyou.utils;
-
- 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;
- /**
- * 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;
- }
-
-
- }
为了保证不重复,我们给每个部署的节点都配置机器id:
- package com.leyou.order.properties;
-
- import org.springframework.boot.context.properties.ConfigurationProperties;
-
- /**
- * @author: 98050
- * @create: 2018-10-27
- **/
- @ConfigurationProperties(prefix = "leyou.worker")
- public class IdWorkerProperties {
-
- /**
- * 当前机器id
- */
- private long workerId;
-
- /**
- * 序列号
- */
- private long dataCenterId;
-
- public long getWorkerId() {
- return workerId;
- }
-
- public void setWorkerId(long workerId) {
- this.workerId = workerId;
- }
-
- public long getDataCenterId() {
- return dataCenterId;
- }
-
- public void setDataCenterId(long dataCenterId) {
- this.dataCenterId = dataCenterId;
- }
- }
- package com.leyou.order.config;
-
- import com.leyou.order.properties.IdWorkerProperties;
- import com.leyou.utils.IdWorker;
- import org.springframework.boot.context.properties.EnableConfigurationProperties;
- import org.springframework.context.annotation.Bean;
- import org.springframework.context.annotation.Configuration;
-
- /**
- * @author: 98050
- * @create: 2018-10-27
- **/
- @Configuration
- @EnableConfigurationProperties(IdWorkerProperties.class)
- public class IdWorkerConfig {
-
- @Bean
- public IdWorker idWorker(IdWorkerProperties prop) {
- return new IdWorker(prop.getWorkerId(), prop.getDataCenterId());
- }
- }
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