自定义mybatis-plus分布式id生成器(解决id长度超过javascript整数安全范围问题)
版本
mybatis-plus 3.4.1
问题
mybatis-plus 默认生成的是 64bit 长整型,而 js 的 number 类型精度最高只有 53bit,如果以 long 类型 id 和前端 js 进行交互,会出现精度丢失(最后两位数字变成 00) 而导致最终系统报错。
解决方案
一种方案是在响应前端时,将 id 转换成 string 类型返回,但这个方法治标不治本,因此最终通过采用截短 id 长度,以避免 id 超过 js 整数安全范围。
缩短雪花算法后空间划分(可根据实际需求调整): 1. 高位 32bit 作为秒级时间戳, 时间戳减去固定值(2024 年时间戳) 2. 5bit 作为机器标识, 最高可部署 32 台机器 3. 最后 16bit 作为自增序列, 单节点最高每秒 2^16 = 65536 个 id
代码实现
通过实现 mybatis-plus identifiergenerator 接口以自定义 id 生成器
import com.baomidou.mybatisplus.core.incrementer.identifiergenerator;
import lombok.extern.slf4j.slf4j;
import org.springframework.stereotype.component;
/**
* 符合 javascript 整数安全范围的自定义id生成器
*
* @author panda
*/
@slf4j
@component
public class jssafeidgenerator implements identifiergenerator {
/** 初始偏移时间戳 2024-01-01 */
private static final long offset = 1704067200l;
/** 机器id (0~15 保留 16~31作为备份机器) */
private static final long worker_id;
/** 机器id所占位数 (5bit, 支持最大机器数 2^5 = 32)*/
private static final long worker_id_bits = 5l;
/** 自增序列所占位数 (16bit, 支持最大每秒生成 2^16 = 65536) */
private static final long sequence_id_bits = 16l;
/** 机器id偏移位数 */
private static final long worker_shift_bits = sequence_id_bits;
/** 自增序列偏移位数 */
private static final long offset_shift_bits = sequence_id_bits + worker_id_bits;
/** 机器标识最大值 (2^5 / 2 - 1 = 15) */
private static final long worker_id_max = ((1 << worker_id_bits) - 1) >> 1;
/** 备份机器id开始位置 (2^5 / 2 = 16) */
private static final long back_worker_id_begin = (1 << worker_id_bits) >> 1;
/** 自增序列最大值 (2^16 - 1 = 65535) */
private static final long sequence_max = (1 << sequence_id_bits) - 1;
/** 发生时间回拨时容忍的最大回拨时间 (秒) */
private static final long back_time_max = 1l;
/** 上次生成id的时间戳 (秒) */
private static long lasttimestamp = 0l;
/** 当前秒内序列 (2^16)*/
private static long sequence = 0l;
/** 备份机器上次生成id的时间戳 (秒) */
private static long lasttimestampbak = 0l;
/** 备份机器当前秒内序列 (2^16)*/
private static long sequencebak = 0l;
static {
// 初始化机器id 可配置文件获取
long workerid = 1;
if (workerid < 0 || workerid > worker_id_max) {
throw new illegalargumentexception(string.format("worker-id [%d] 越界, 有效范围: 0 ~ %d ", workerid, worker_id_max));
}
worker_id = workerid;
}
@override
public synchronized number nextid(object entity) {
return nextid(systemclock.now() / 1000);
}
/**
* 主机器自增序列
* @param timestamp 当前unix时间戳
* @return long
*/
private static synchronized long nextid(long timestamp) {
if (timestamp < lasttimestamp) {
log.warn("时钟回拨, 启用备份机器id: now: [{}] last: [{}]", timestamp, lasttimestamp);
return nextidbackup(timestamp);
}
if (timestamp != lasttimestamp) {
lasttimestamp = timestamp;
sequence = 0l;
}
if (0l == (++sequence & sequence_max)) {
sequence--;
return nextidbackup(math.max(timestamp, lasttimestampbak));
}
return ((timestamp - offset) << offset_shift_bits) | (worker_id << worker_shift_bits) | sequence;
}
/**
* 备份机器自增序列
* @param timestamp 当前unix时间戳
* @return long
*/
private static long nextidbackup(long timestamp) {
if (timestamp < lasttimestampbak) {
if (lasttimestampbak - (systemclock.now() / 1000) <= back_time_max) {
timestamp = lasttimestampbak;
} else {
throw new runtimeexception(string.format("时钟回拨: now: [%d] last: [%d]", timestamp, lasttimestampbak));
}
}
if (timestamp != lasttimestampbak) {
lasttimestampbak = timestamp;
sequencebak = 0l;
}
if (0l == (++sequencebak & sequence_max)) {
return nextidbackup(timestamp + 1);
}
return ((timestamp - offset) << offset_shift_bits) | ((worker_id ^ back_worker_id_begin) << worker_shift_bits) | sequencebak;
}
}import java.util.concurrent.scheduledthreadpoolexecutor;
import java.util.concurrent.timeunit;
import java.util.concurrent.atomic.atomiclong;
/**
* 缓存时间戳解决system.currenttimemillis()高并发下性能问题
*
* @author panda
**/
public class systemclock {
private final long period;
private final atomiclong now;
private systemclock(long period) {
this.period = period;
this.now = new atomiclong(system.currenttimemillis());
scheduleclockupdating();
}
/**
* 尝试下枚举单例法
*/
private enum systemclockenum {
system_clock;
private systemclock systemclock;
systemclockenum() {
systemclock = new systemclock(1);
}
public systemclock getinstance() {
return systemclock;
}
}
/**
* 获取单例对象
* @return com.cmallshop.module.core.commons.util.sequence.systemclock
*/
private static systemclock getinstance() {
return systemclockenum.system_clock.getinstance();
}
/**
* 获取当前毫秒时间戳
* @return long
*/
public static long now() {
return getinstance().now.get();
}
/**
* 起一个线程定时刷新时间戳
*/
private void scheduleclockupdating() {
scheduledthreadpoolexecutor scheduler = new scheduledthreadpoolexecutor(1, runnable -> {
thread thread = new thread(runnable, "system clock");
thread.setdaemon(true);
return thread;
});
scheduler.scheduleatfixedrate(() -> now.set(system.currenttimemillis()), period, period, timeunit.milliseconds);
}
}springboot 项目中如何引用?
import com.baomidou.mybatisplus.core.config.globalconfig;
import lombok.requiredargsconstructor;
import org.springframework.context.annotation.bean;
import org.springframework.context.annotation.configuration;
@configuration
@requiredargsconstructor
public class mybatisplusconfiguration {
@bean
public globalconfig globalconfig() {
globalconfig globalconfig = new globalconfig();
globalconfig.setidentifiergenerator(new jssafeidgenerator());
return globalconfig;
}
}id 映射字段添加 @tableid(type = idtype.assign_id) 注解
import com.baomidou.mybatisplus.annotation.idtype;
import com.baomidou.mybatisplus.annotation.tableid;
import lombok.allargsconstructor;
import lombok.data;
import lombok.noargsconstructor;
import java.io.serializable;
@data
@noargsconstructor
@allargsconstructor
public class base implements serializable {
@tableid(type = idtype.assign_id)
private long id;
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