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基于Mysql的Sequence实现方法

程序员文章站 2023-10-30 20:05:22
团队更换新框架。新的业务全部使用新的框架,甚至是新的数据库--mysql。 这边之前一直是使用oracle,各种订单号、流水号、批次号啥的,都是直接使用oracle的se...

团队更换新框架。新的业务全部使用新的框架,甚至是新的数据库--mysql。

这边之前一直是使用oracle,各种订单号、流水号、批次号啥的,都是直接使用oracle的sequence提供的数字序列号。现在数据库更换成mysql了,显然以前的老方法不能适用了。

需要新写一个:

•分布式场景使用

•满足一定的并发要求

找了一些相关的资料,发现mysql这方面的实现,原理都是一条数据库记录,不断update它的值。然后大部分的实现方案,都用到了函数。

贴一下网上的代码:

基于mysql函数实现

表结构

create table `t_sequence` (
`sequence_name` varchar(64) character set utf8 collate utf8_general_ci not null comment '序列名称' ,
`value` int(11) null default null comment '当前值' ,
primary key (`sequence_name`)
)
engine=innodb
default character set=utf8 collate=utf8_general_ci
row_format=compact
;

获取下一个值

create definer = `root`@`localhost` function `nextval`(sequence_name varchar(64))
 returns int(11)
begin
 declare current integer;
 set current = 0;
 
 update t_sequence t set t.value = t.value + 1 where t.sequence_name = sequence_name;
 select t.value into current from t_sequence t where t.sequence_name = sequence_name;

 return current;
end;

并发场景有可能会出问题,虽然可以在业务层加锁,但分布式场景就无法保证了,然后效率应该也不会高。

自己实现一个,java版

原理:

•读取一条记录,缓存一个数据段,如:0-100,将记录的当前值从0修改为100

•数据库乐观锁更新,允许重试

•读取数据从缓存中读取,用完再读取数据库

不废话,上代码:

基于java实现

表结构

每次update,都是将seq_value设置为seq_value+step

create table `t_pub_sequence` (
 `seq_name` varchar(128) character set utf8 not null comment '序列名称',
 `seq_value` bigint(20) not null comment '目前序列值',
 `min_value` bigint(20) not null comment '最小值',
 `max_value` bigint(20) not null comment '最大值',
 `step` bigint(20) not null comment '每次取值的数量',
 `tm_create` datetime not null comment '创建时间',
 `tm_smp` datetime not null default current_timestamp on update current_timestamp comment '修改时间',
 primary key (`seq_name`)
) engine=innodb default charset=utf8mb4 comment='流水号生成表';

sequence接口

/**
 * <p></p>
 * @author coderzl
 * @title mysqlsequence
 * @description 基于mysql数据库实现的序列
 * @date 2017/6/6 23:03
 */
public interface mysqlsequence {
 /**
  * <p>
  * 获取指定sequence的序列号
  * </p>
  * @param seqname sequence名
  * @return string 序列号
  */
 public string nextval(string seqname);
}

序列区间

用于本地缓存一段序列,从min到max区间

/**
 * <p></p>
 *
 * @author coderzl
 * @title sequencerange
 * @description 序列区间,用于缓存序列
 * @date 2017/6/6 22:58
 */
 @data
public class sequencerange {
 private final long  min;
 private final long  max;
 /** */
 private final atomiclong value;
 /** 是否超限 */
 private volatile boolean over = false;

 /**
  * 构造.
  *
  * @param min 
  * @param max 
  */
 public sequencerange(long min, long max) {
  this.min = min;
  this.max = max;
  this.value = new atomiclong(min);
 }

 /**
  * <p>gets and increment</p>
  *
  * @return 
  */
 public long getandincrement() {
  long currentvalue = value.getandincrement();
  if (currentvalue > max) {
   over = true;
   return -1;
  }

  return currentvalue;
 }

} 

bo

对应数据库记录

@data
public class mysqlsequencebo {
 /**
  * seq名
  */
 private string seqname;
 /**
  * 当前值
  */
 private long seqvalue;
 /**
  * 最小值
  */
 private long minvalue;
 /**
  * 最大值
  */
 private long maxvalue;
 /**
  * 每次取值的数量
  */
 private long step;
 /** */
 private date tmcreate;
 /** */
 private date tmsmp;

 public boolean validate(){
  //一些简单的校验。如当前值必须在最大最小值之间。step值不能大于max与min的差
  if (stringutil.isblank(seqname) || minvalue < 0 || maxvalue <= 0 || step <= 0 || minvalue >= maxvalue || maxvalue - minvalue <= step ||seqvalue < minvalue || seqvalue > maxvalue ) {
   return false;
  }
  return true; 
 }
}

dao

增删改查,其实就用到了改和查

public interface mysqlsequencedao {
 /**
 * 
 */
 public int createsequence(mysqlsequencebo bo);

 public int updsequence(@param("seqname") string seqname, @param("oldvalue") long oldvalue ,@param("newvalue") long newvalue);

 public int delsequence(@param("seqname") string seqname);

 public mysqlsequencebo getsequence(@param("seqname") string seqname);

 public list<mysqlsequencebo> getall();
}

mapper

<?xml version="1.0" encoding="utf-8" ?>
<!doctype mapper public "-//mybatis.org//dtd mapper 3.0//en" "http://mybatis.org/dtd/mybatis-3-mapper.dtd" >
<mapper namespace="com.xxxxx.core.sequence.impl.dao.mysqlsequencedao" >
 <resultmap id="baseresultmap" type="com.xxxxx.core.sequence.impl.mysqlsequencebo" >
  <result column="seq_name" property="seqname" jdbctype="varchar" />
  <result column="seq_value" property="seqvalue" jdbctype="bigint" />
  <result column="min_value" property="minvalue" jdbctype="bigint" />
  <result column="max_value" property="maxvalue" jdbctype="bigint" />
  <result column="step" property="step" jdbctype="bigint" />
  <result column="tm_create" property="tmcreate" jdbctype="timestamp" />
  <result column="tm_smp" property="tmsmp" jdbctype="timestamp" />
 </resultmap>
 <delete id="delsequence" parametertype="java.lang.string" >
  delete from t_pub_sequence
  where seq_name = #{seqname,jdbctype=varchar}
 </delete>
 <insert id="createsequence" parametertype="com.xxxxx.core.sequence.impl.mysqlsequencebo" >
  insert into t_pub_sequence (seq_name,seq_value,min_value,max_value,step,tm_create)
  values (#{seqname,jdbctype=varchar}, #{seqvalue,jdbctype=bigint},
  #{minvalue,jdbctype=bigint}, #{maxvalue,jdbctype=bigint}, #{step,jdbctype=bigint},
  now())
 </insert>
 <update id="updsequence" parametertype="com.xxxxx.core.sequence.impl.mysqlsequencebo" >
  update t_pub_sequence
  set seq_value = #{newvalue,jdbctype=bigint}
  where seq_name = #{seqname,jdbctype=varchar} and seq_value = #{oldvalue,jdbctype=bigint}
 </update>

 <select id="getall" resultmap="baseresultmap" >
  select seq_name, seq_value, min_value, max_value, step
  from t_pub_sequence
 </select>

 <select id="getsequence" resultmap="baseresultmap" >
  select seq_name, seq_value, min_value, max_value, step
  from t_pub_sequence
  where seq_name = #{seqname,jdbctype=varchar}
 </select>
</mapper>

接口实现

@repository("mysqlsequence")
public class mysqlsequenceimpl implements mysqlsequence{

 @autowired
 private mysqlsequencefactory mysqlsequencefactory;
 /**
  * <p>
  * 获取指定sequence的序列号
  * </p>
  *
  * @param seqname sequence名
  * @return string 序列号
  * @author coderzl
  */
 @override
 public string nextval(string seqname) {
  return objects.tostring(mysqlsequencefactory.getnextval(seqname));
 }
}

工厂

工厂只做了两件事

•服务启动的时候,初始化数据库中所有sequence【完成序列区间缓存】

•获取sequence的下一个值

@component
public class mysqlsequencefactory {

 private final lock lock = new reentrantlock();

 /** */
 private map<string,mysqlsequenceholder> holdermap = new concurrenthashmap<>();

 @autowired
 private mysqlsequencedao msqlsequencedao;
 /** 单个sequence初始化乐观锁更新失败重试次数 */
 @value("${seq.init.retry:5}")
 private int initretrynum;
 /** 单个sequence更新序列区间乐观锁更新失败重试次数 */
 @value("${seq.get.retry:20}")
 private int getretrynum;

 @postconstruct
 private void init(){
  //初始化所有sequence
  initall();
 }


 /**
  * <p> 加载表中所有sequence,完成初始化 </p>
  * @return void
  * @author coderzl
  */
 private void initall(){
  try {
   lock.lock();
   list<mysqlsequencebo> bolist = msqlsequencedao.getall();
   if (bolist == null) {
    throw new illegalargumentexception("the sequencerecord is null!");
   }
   for (mysqlsequencebo bo : bolist) {
    mysqlsequenceholder holder = new mysqlsequenceholder(msqlsequencedao, bo,initretrynum,getretrynum);
    holder.init();
    holdermap.put(bo.getseqname(), holder);
   }
  }finally {
   lock.unlock();
  }
 }


 /**
  * <p> </p>
  * @param seqname
  * @return long
  * @author coderzl
  */
 public long getnextval(string seqname){
  mysqlsequenceholder holder = holdermap.get(seqname);
  if (holder == null) {
   try {
    lock.lock();
    holder = holdermap.get(seqname);
    if (holder != null){
     return holder.getnextval();
    }
    mysqlsequencebo bo = msqlsequencedao.getsequence(seqname);
    holder = new mysqlsequenceholder(msqlsequencedao, bo,initretrynum,getretrynum);
    holder.init();
    holdermap.put(seqname, holder);
   }finally {
    lock.unlock();
   }
  }
  return holder.getnextval();
 }

}

单一sequence的holder

•init() 初始化 其中包括参数校验,数据库记录更新,创建序列区间

•getnextval() 获取下一个值

public class mysqlsequenceholder {

 private final lock lock    = new reentrantlock();

 /** seqname */
 private string seqname;

 /** sequencedao */
 private mysqlsequencedao sequencedao;

 private mysqlsequencebo sequencebo;
 /** */
 private sequencerange sequencerange;
 /** 是否初始化 */
 private volatile boolean  isinitialize  = false;
 /** sequence初始化重试次数 */
 private int initretrynum;
 /** sequence获取重试次数 */
 private int getretrynum;

 /**
  * <p> 构造方法 </p>
  * @title mysqlsequenceholder
  * @param sequencedao 
  * @param sequencebo
  * @param initretrynum 初始化时,数据库更新失败后重试次数
  * @param getretrynum 获取nextval时,数据库更新失败后重试次数
  * @return
  * @author coderzl
  */
 public mysqlsequenceholder(mysqlsequencedao sequencedao, mysqlsequencebo sequencebo,int initretrynum,int getretrynum) {
  this.sequencedao = sequencedao;
  this.sequencebo = sequencebo;
  this.initretrynum = initretrynum;
  this.getretrynum = getretrynum;
  if(sequencebo != null)
   this.seqname = sequencebo.getseqname();
 }

 /**
  * <p> 初始化 </p>
  * @title init
  * @param
  * @return void
  * @author coderzl
  */
 public void init(){
  if (isinitialize == true) {
   throw new sequenceexception("[" + seqname + "] the mysqlsequenceholder has inited");
  }
  if (sequencedao == null) {
   throw new sequenceexception("[" + seqname + "] the sequencedao is null");
  }
  if (seqname == null || seqname.trim().length() == 0) {
   throw new sequenceexception("[" + seqname + "] the sequencename is null");
  }
  if (sequencebo == null) {
   throw new sequenceexception("[" + seqname + "] the sequencebo is null");
  }
  if (!sequencebo.validate()){
   throw new sequenceexception("[" + seqname + "] the sequencebo validate fail. bo:"+sequencebo);
  }
  // 初始化该sequence
  try {
   initsequencerecord(sequencebo);
  } catch (sequenceexception e) {
   throw e;
  }
  isinitialize = true;
 }

 /**
  * <p> 获取下一个序列号 </p>
  * @title getnextval
  * @param
  * @return long
  * @author coderzl
  */
 public long getnextval(){
  if(isinitialize == false){
   throw new sequenceexception("[" + seqname + "] the mysqlsequenceholder not inited");
  }
  if(sequencerange == null){
   throw new sequenceexception("[" + seqname + "] the sequencerange is null");
  }
  long curvalue = sequencerange.getandincrement();

  if(curvalue == -1){
   try{
    lock.lock();
    curvalue = sequencerange.getandincrement();
    if(curvalue != -1){
     return curvalue;
    }
    sequencerange = retryrange();
    curvalue = sequencerange.getandincrement();
   }finally {
    lock.unlock();
   }
  }
  return curvalue;
 }

 /**
  * <p> 初始化当前这条记录 </p>
  * @title initsequencerecord
  * @description
  * @param sequencebo
  * @return void
  * @author coderzl
  */
 private void initsequencerecord(mysqlsequencebo sequencebo){
  //在限定次数内,乐观锁更新数据库记录
  for(int i = 1; i < initretrynum; i++){
   //查询bo
   mysqlsequencebo curbo = sequencedao.getsequence(sequencebo.getseqname());
   if(curbo == null){
    throw new sequenceexception("[" + seqname + "] the current sequencebo is null");
   }
   if (!curbo.validate()){
    throw new sequenceexception("[" + seqname + "] the current sequencebo validate fail");
   }
   //改变当前值
   long newvalue = curbo.getseqvalue()+curbo.getstep();
   //检查当前值
   if(!checkcurrentvalue(newvalue,curbo)){
    newvalue = resetcurrentvalue(curbo);
   }
   int result = sequencedao.updsequence(sequencebo.getseqname(),curbo.getseqvalue(),newvalue);
   if(result > 0){
    sequencerange = new sequencerange(curbo.getseqvalue(),newvalue - 1);
    curbo.setseqvalue(newvalue);
    this.sequencebo = curbo;
    return;
   }else{
    continue;
   }
  }
  //限定次数内,更新失败,抛出异常
  throw new sequenceexception("[" + seqname + "] sequencebo update error");
 }

 /**
  * <p> 检查新值是否合法 新的当前值是否在最大最小值之间</p>
  * @param curvalue
  * @param curbo
  * @return boolean
  * @author coderzl
  */
 private boolean checkcurrentvalue(long curvalue,mysqlsequencebo curbo){
  if(curvalue > curbo.getminvalue() && curvalue <= curbo.getmaxvalue()){
   return true;
  }
  return false;
 }

 /**
  * <p> 重置sequence当前值 :当前sequence达到最大值时,重新从最小值开始 </p>
  * @title resetcurrentvalue
  * @param curbo
  * @return long
  * @author coderzl
  */
 private long resetcurrentvalue(mysqlsequencebo curbo){
  return curbo.getminvalue();
 }

 /**
  * <p> 缓存区间使用完毕时,重新读取数据库记录,缓存新序列段 </p>
  * @title retryrange
  * @param sequencerange
  * @author coderzl
  */
 private sequencerange retryrange(){
  for(int i = 1; i < getretrynum; i++){
   //查询bo
   mysqlsequencebo curbo = sequencedao.getsequence(sequencebo.getseqname());
   if(curbo == null){
    throw new sequenceexception("[" + seqname + "] the current sequencebo is null");
   }
   if (!curbo.validate()){
    throw new sequenceexception("[" + seqname + "] the current sequencebo validate fail");
   }
   //改变当前值
   long newvalue = curbo.getseqvalue()+curbo.getstep();
   //检查当前值
   if(!checkcurrentvalue(newvalue,curbo)){
    newvalue = resetcurrentvalue(curbo);
   }
   int result = sequencedao.updsequence(sequencebo.getseqname(),curbo.getseqvalue(),newvalue);
   if(result > 0){
    sequencerange = new sequencerange(curbo.getseqvalue(),newvalue - 1);
    curbo.setseqvalue(newvalue);
    this.sequencebo = curbo;
    return sequencerange;
   }else{
    continue;
   }
  }
  throw new sequenceexception("[" + seqname + "] sequencebo update error");

 }
}

总结

•当服务重启或异常的时候,会丢失当前服务所缓存且未用完的序列

•分布式场景,多个服务同时初始化,或者重新获取sequence时,乐观锁会保证彼此不冲突。a服务获取0-99,b服务会获取100-199,以此类推

•当该sequence获取较为频繁时,增大step值,能提升性能。但同时服务异常时,损失的序列也较多

•修改数据库里sequence的一些属性值,比如step,max等,再下一次从数据库获取时,会启用新的参数

•sequence只是提供了有限个序列号(最多max-min个),达到max后,会循环从头开始。

•由于sequence会循环,所以达到max后,再获取,就不会唯一。建议使用sequence来做业务流水号时,拼接时间。如:20170612235101+序列号

业务id拼接方法

@service
public class jrngeneratorservice {
 private static final string seq_name = "t_seq_test";

 /** sequence服务 */
 @autowired
 private mysqlsequence mysqlsequence;
 
 public string generatejrn() {
  try {
   string sequence = mysqlsequence.getnextvalue(seq_name);
   sequence = leftpadding(sequence,8);
   calendar calendar = calendar.getinstance();
   simpledateformat sdateformat = new simpledateformat("yyyymmddhhmmss");
   string nowdate = sdateformat.format(calendar.gettime());
   nowdate.substring(4, nowdate.length());
   string jrn = nowdate + sequence + randomutil.getfixedlengthrandom(6);//10位时间+8位序列 + 6位随机数=24位流水号
   return jrn;
  } catch (exception e) {
   //todo
  }
 }
 
 private string leftpadding(string seq,int len){
  string res ="";
  string str ="";
  if(seq.length()<len){
   for(int i=0;i<len-seq.length();i++){
    str +="0"; 
   }   
  }
  res =str+seq;
  return res;
  
 }

}

以上这篇基于mysql的sequence实现方法就是小编分享给大家的全部内容了,希望能给大家一个参考,也希望大家多多支持。