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MySQL8新特性:降序索引详解

程序员文章站 2022-04-19 10:03:52
前言 mysql 8.0终于支持降序索引了。其实,从语法上,mysql 4就支持了,但正如官方文档所言,"they are parsed but ignored",实际创...

前言

mysql 8.0终于支持降序索引了。其实,从语法上,mysql 4就支持了,但正如官方文档所言,"they are parsed but ignored",实际创建的还是升序索引。

无图无真相,同一个建表语句,看看mysql 5.7和8.0的区别。

create table slowtech.t1(c1 int,c2 int,index idx_c1_c2(c1,c2 desc));

mysql 5.7

mysql> show create table slowtech.t1\g
*************************** 1. row ***************************
 table: t1
create table: create table `t1` (
 `c1` int(11) default null,
 `c2` int(11) default null,
 key `idx_c1_c2` (`c1`,`c2`)
) engine=innodb default charset=latin1
row in set (0.00 sec)

虽然c2列指定了desc,但在实际的建表语句中还是将其忽略了。再来看看mysql 8.0的结果。 

mysql> show create table slowtech.t1\g
*************************** 1. row ***************************
 table: t1
create table: create table `t1` (
 `c1` int(11) default null,
 `c2` int(11) default null,
 key `idx_c1_c2` (`c1`,`c2` desc)
) engine=innodb default charset=utf8mb4 collate=utf8mb4_0900_ai_ci
row in set (0.00 sec)

c2列还是保留了desc子句。

降序索引的意义

如果一个查询,需要对多个列进行排序,且顺序要求不一致。在这种场景下,要想避免数据库额外的排序-“filesort”,只能使用降序索引。还是上面这张表,来看看有降序索引和没有的区别。

mysql 5.7

mysql> explain select * from slowtech.t1 order by c1,c2 desc;
+----+-------------+-------+------------+-------+---------------+-----------+---------+------+------+----------+-----------------------------+
| id | select_type | table | partitions | type | possible_keys | key | key_len | ref | rows | filtered | extra   |
+----+-------------+-------+------------+-------+---------------+-----------+---------+------+------+----------+-----------------------------+
| 1 | simple | t1 | null | index | null  | idx_c1_c2 | 10 | null | 1 | 100.00 | using index; using filesort |
+----+-------------+-------+------------+-------+---------------+-----------+---------+------+------+----------+-----------------------------+
row in set, 1 warning (0.00 sec)

mysql 8.0

mysql> explain select * from slowtech.t1 order by c1,c2 desc;
+----+-------------+-------+------------+-------+---------------+-----------+---------+------+------+----------+-------------+
| id | select_type | table | partitions | type | possible_keys | key | key_len | ref | rows | filtered | extra |
+----+-------------+-------+------------+-------+---------------+-----------+---------+------+------+----------+-------------+
| 1 | simple | t1 | null | index | null  | idx_c1_c2 | 10 | null | 1 | 100.00 | using index |
+----+-------------+-------+------------+-------+---------------+-----------+---------+------+------+----------+-------------+
row in set, 1 warning (0.00 sec)

两者的对比可以看出,mysql 8.0因为降序索引的存在,避免了“filesort”。

这其实是降序索引的主要应用场景。如果只对单个列进行排序,降序索引的意义不是太大,无论是升序还是降序,升序索引完全可以应付。还是同样的表,看看下面的查询。

mysql 5.7

mysql> explain select * from slowtech.t1 order by c1;
+----+-------------+-------+------------+-------+---------------+-----------+---------+------+------+----------+-------------+
| id | select_type | table | partitions | type | possible_keys | key | key_len | ref | rows | filtered | extra |
+----+-------------+-------+------------+-------+---------------+-----------+---------+------+------+----------+-------------+
| 1 | simple | t1 | null | index | null  | idx_c1_c2 | 10 | null | 1 | 100.00 | using index |
+----+-------------+-------+------------+-------+---------------+-----------+---------+------+------+----------+-------------+
row in set, 1 warning (0.00 sec)

mysql> explain select * from slowtech.t1 order by c1 desc;
+----+-------------+-------+------------+-------+---------------+-----------+---------+------+------+----------+-------------+
| id | select_type | table | partitions | type | possible_keys | key | key_len | ref | rows | filtered | extra |
+----+-------------+-------+------------+-------+---------------+-----------+---------+------+------+----------+-------------+
| 1 | simple | t1 | null | index | null  | idx_c1_c2 | 10 | null | 1 | 100.00 | using index |
+----+-------------+-------+------------+-------+---------------+-----------+---------+------+------+----------+-------------+
row in set, 1 warning (0.00 sec)

虽然c1是升序索引,但在第二个查询中,对其进行降序排列时,并没有进行额外的排序,使用的还是索引。在这里,大家容易产生误区,以为升序索引就不能用于降序排列,实际上,对于索引,mysql不仅支持正向扫描,还可以反向扫描。反向扫描的性能同样不差。以下是官方对于降序索引的压测结果,测试表也只有两列(a,b),建了一个联合索引(a desc,b asc),感兴趣的童鞋可以看看,http://mysqlserverteam.com/mysql-8-0-labs-descending-indexes-in-mysql/

 MySQL8新特性:降序索引详解

而在8.0中,对于反向扫描,有一个专门的词进行描述“backward index scan”。

mysql> explain select * from slowtech.t1 order by c1;
+----+-------------+-------+------------+-------+---------------+-----------+---------+------+------+----------+-------------+
| id | select_type | table | partitions | type | possible_keys | key | key_len | ref | rows | filtered | extra |
+----+-------------+-------+------------+-------+---------------+-----------+---------+------+------+----------+-------------+
| 1 | simple | t1 | null | index | null  | idx_c1_c2 | 10 | null | 1 | 100.00 | using index |
+----+-------------+-------+------------+-------+---------------+-----------+---------+------+------+----------+-------------+
row in set, 1 warning (0.00 sec)

mysql> explain select * from slowtech.t1 order by c1 desc;
+----+-------------+-------+------------+-------+---------------+-----------+---------+------+------+----------+----------------------------------+
| id | select_type | table | partitions | type | possible_keys | key | key_len | ref | rows | filtered | extra    |
+----+-------------+-------+------------+-------+---------------+-----------+---------+------+------+----------+----------------------------------+
| 1 | simple | t1 | null | index | null  | idx_c1_c2 | 10 | null | 1 | 100.00 | backward index scan; using index |
+----+-------------+-------+------------+-------+---------------+-----------+---------+------+------+----------+----------------------------------+
row in set, 1 warning (0.00 sec)

终于不再对group by进行隐式排序

由于降序索引的引入,mysql 8.0再也不会对group by操作进行隐式排序。

下面看看mysql 5.7和8中的测试情况    

create table slowtech.t1(id int);
insert into slowtech.t1 values(2);
insert into slowtech.t1 values(3);
insert into slowtech.t1 values(1);

mysql 5.7

mysql> select * from slowtech.t1 group by id;
+------+
| id |
+------+
| 1 |
| 2 |
| 3 |
+------+
rows in set (0.00 sec)

mysql> explain select * from slowtech.t1 group by id;
+----+-------------+-------+------------+------+---------------+------+---------+------+------+----------+---------------------------------+
| id | select_type | table | partitions | type | possible_keys | key | key_len | ref | rows | filtered | extra       |
+----+-------------+-------+------------+------+---------------+------+---------+------+------+----------+---------------------------------+
| 1 | simple  | t1 | null  | all | null   | null | null | null | 3 | 100.00 | using temporary; using filesort |
+----+-------------+-------+------------+------+---------------+------+---------+------+------+----------+---------------------------------+
row in set, 1 warning (0.00 sec)

“using filesort”,代表查询中有排序操作,从结果上看,id列确实也是升序输出。

mysql 8.0

mysql> select * from slowtech.t1 group by id;
+------+
| id |
+------+
| 2 |
| 3 |
| 1 |
+------+
rows in set (0.00 sec)

mysql> explain select * from slowtech.t1 group by id;
+----+-------------+-------+------------+------+---------------+------+---------+------+------+----------+-----------------+
| id | select_type | table | partitions | type | possible_keys | key | key_len | ref | rows | filtered | extra   |
+----+-------------+-------+------------+------+---------------+------+---------+------+------+----------+-----------------+
| 1 | simple  | t1 | null  | all | null   | null | null | null | 3 | 100.00 | using temporary |
+----+-------------+-------+------------+------+---------------+------+---------+------+------+----------+-----------------+
row in set, 1 warning (0.01 sec)

不仅结果没有升序输出,执行计划中也没有“using filesort”。

可见,mysql 8.0对于group by操作确实不再进行隐式排序。

从5.7升级到8.0,依赖group by隐式排序的业务可要小心咯。

参考文档

http://mysqlserverteam.com/mysql-8-0-labs-descending-indexes-in-mysql/

总结

以上就是这篇文章的全部内容了,希望本文的内容对大家的学习或者工作具有一定的参考学习价值,如果有疑问大家可以留言交流,谢谢大家对的支持。