MySQL百分位数计算如何进行优化

2024-04-02 19:55

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小编给大家分享一下MySQL百分位数计算如何进行优化，相信大部分人都还不怎么了解，因此分享这篇文章给大家参考一下，希望大家阅读完这篇文章后大有收获，下面让我们一起去了解一下吧！

主要是采用存储过程,在中间计算结果中,增加了一个索引

原来的SQL

select t5.query_time,t5.ts,t2.v from (
select query_time,total,v, floor(1+(total-1)*v) rn
from (
select query_time,count(*) total from t group by query_time
) t3, (select 0.71 v,1 seq union all select 0.81,2 union all select 0.91,3) t4
)
t2 inner join (
select
query_time,
case when @gid=query_time then @rn:=@rn+1 when @gid:=query_time then @rn:=1 end rn,
ts
from (
select * from t ,(select @gid:='',@rn:=0) vars order by query_time,ts
) t1
) t5 on (t2.query_time=t5.query_time and t2.rn=t5.rn )

改进为存储过程

drop procedure p;
delimiter $$
create procedure p()
begin
drop table if exists tmp_result;
create temporary table tmp_result(
query_time date,
rn int,
ts float,
key(query_time,rn)
) engine =memory;
insert ignore into tmp_result
select
query_time ,
case when @gid=query_time then @rn:=@rn+1 when @gid:=query_time then @rn:=1 end rn,
ts
from (
select * from t ,(select @gid:='',@rn:=0) vars order by query_time,ts
) t1 ;
select t5.query_time,t5.ts,t2.v from (
select query_time,total,v, floor(1+(total-1)*v) rn
from (
select query_time,count(*) total from t group by query_time
) t3, (select 0.71 v,1 seq union all select 0.81,2 union all select 0.91,3) t4
)
t2 inner join tmp_result t5 on (t2.query_time=t5.query_time and t2.rn=t5.rn );
end $$
delimiter ;
call p