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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