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MySQL8新特性:降序索引詳解

前言

MySQL 8.0終於支援降序索引了。其實,從語法上,MySQL 4就支援了,但正如官方文件所言,"they are parsed but ignored",實際建立的還是升序索引。

無圖無真相,同一個建表語句,看看MySQL 5.7和8.0的區別。

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)

雖然c2列指定了desc,但在實際的建表語句中還是將其忽略了。再來看看MySQL 8.0的結果。

mysql> show create table slowtech.t1\G
*************************** 1. row ***************************
 Table: t1
Create Table: CREATE TABLE `t1` (
 `c1` int(11) DEFAULT NULL,`c2` DESC)
) ENGINE=InnoDB DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_0900_ai_ci
row in set (0.00 sec)

c2列還是保留了desc子句。

降序索引的意義

如果一個查詢,需要對多個列進行排序,且順序要求不一致。在這種場景下,要想避免資料庫額外的排序-“filesort”,只能使用降序索引。還是上面這張表,來看看有降序索引和沒有的區別。

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)

兩者的對比可以看出,MySQL 8.0因為降序索引的存在,避免了“filesort”。

這其實是降序索引的主要應用場景。如果只對單個列進行排序,降序索引的意義不是太大,無論是升序還是降序,升序索引完全可以應付。還是同樣的表,看看下面的查詢。

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)

雖然c1是升序索引,但在第二個查詢中,對其進行降序排列時,並沒有進行額外的排序,使用的還是索引。在這裡,大家容易產生誤區,以為升序索引就不能用於降序排列,實際上,對於索引,MySQL不僅支援正向掃描,還可以反向掃描。反向掃描的效能同樣不差。以下是官方對於降序索引的壓測結果,測試表也只有兩列(a,b),建了一個聯合索引(a desc,b asc),感興趣的童鞋可以看看,http://mysqlserverteam.com/mysql-8-0-labs-descending-indexes-in-mysql/

而在8.0中,對於反向掃描,有一個專門的詞進行描述“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)

終於不再對group by進行隱式排序

由於降序索引的引入,MySQL 8.0再也不會對group by操作進行隱式排序。

下面看看MySQL 5.7和8中的測試情況

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”,代表查詢中有排序操作,從結果上看,id列確實也是升序輸出。

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)

不僅結果沒有升序輸出,執行計劃中也沒有“Using filesort”。

可見,MySQL 8.0對於group by操作確實不再進行隱式排序。

從5.7升級到8.0,依賴group by隱式排序的業務可要小心咯。

參考文件

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

總結

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