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MySQL8.0中的降序索引代码原理解析
时间:2022-06-29 08:49:24 编辑:袖梨 来源:一聚教程网
本篇文章小编给大家分享一下MySQL8.0中的降序索引代码原理解析,文章代码介绍的很详细,小编觉得挺不错的,现在分享给大家供大家参考,有需要的小伙伴们可以来看看。
相信大家都知道,索引是有序的;不过,在MySQL之前版本中,只支持升序索引,不支持降序索引,这会带来一些问题;在最新的MySQL 8.0版本中,终于引入了降序索引,接下来我们就来看一看。
降序索引
单列索引
(1)查看测试表结构
mysql> show create table sbtest1G *************************** 1. row *************************** Table: sbtest1 Create Table: CREATE TABLE `sbtest1` ( `id` int unsigned NOT NULL AUTO_INCREMENT, `k` int unsigned NOT NULL DEFAULT '0', `c` char(120) NOT NULL DEFAULT '', `pad` char(60) NOT NULL DEFAULT '', PRIMARY KEY (`id`), KEY `k_1` (`k`) ) ENGINE=InnoDB AUTO_INCREMENT=1000001 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_0900_ai_ci MAX_ROWS=1000000 1 row in set (0.00 sec)
(2)执行SQL语句order by ... limit n,默认是升序,可以使用到索引
mysql> explain select * from sbtest1 order by k limit 10; +----+-------------+---------+------------+-------+---------------+------+---------+------+------+----------+-------+ | id | select_type | table | partitions | type | possible_keys | key | key_len | ref | rows | filtered | Extra | +----+-------------+---------+------------+-------+---------------+------+---------+------+------+----------+-------+ | 1 | SIMPLE | sbtest1 | NULL | index | NULL | k_1 | 4 | NULL | 10 | 100.00 | NULL | +----+-------------+---------+------------+-------+---------------+------+---------+------+------+----------+-------+ 1 row in set, 1 warning (0.00 sec)
(3)执行SQL语句order by ... desc limit n,如果是降序的话,无法使用索引,虽然可以相反顺序扫描,但性能会受到影响
mysql> explain select * from sbtest1 order by k desc limit 10; +----+-------------+---------+------------+-------+---------------+------+---------+------+------+----------+---------------------+ | id | select_type | table | partitions | type | possible_keys | key | key_len | ref | rows | filtered | Extra | +----+-------------+---------+------------+-------+---------------+------+---------+------+------+----------+---------------------+ | 1 | SIMPLE | sbtest1 | NULL | index | NULL | k_1 | 4 | NULL | 10 | 100.00 | Backward index scan | +----+-------------+---------+------------+-------+---------------+------+---------+------+------+----------+---------------------+ 1 row in set, 1 warning (0.00 sec)
(4)创建降序索引
mysql> alter table sbtest1 add index k_2(k desc); Query OK, 0 rows affected (6.45 sec) Records: 0 Duplicates: 0 Warnings: 0
(5)再次执行SQL语句order by ... desc limit n,可以使用到降序索引
mysql> explain select * from sbtest1 order by k desc limit 10; +----+-------------+---------+------------+-------+---------------+------+---------+------+------+----------+-------+ | id | select_type | table | partitions | type | possible_keys | key | key_len | ref | rows | filtered | Extra | +----+-------------+---------+------------+-------+---------------+------+---------+------+------+----------+-------+ | 1 | SIMPLE | sbtest1 | NULL | index | NULL | k_2 | 4 | NULL | 10 | 100.00 | NULL | +----+-------------+---------+------------+-------+---------------+------+---------+------+------+----------+-------+ 1 row in set, 1 warning (0.00 sec)
多列索引
(1)查看测试表结构
mysql> show create table sbtest1G *************************** 1. row *************************** Table: sbtest1 Create Table: CREATE TABLE `sbtest1` ( `id` int unsigned NOT NULL AUTO_INCREMENT, `k` int unsigned NOT NULL DEFAULT '0', `c` char(120) NOT NULL DEFAULT '', `pad` char(60) NOT NULL DEFAULT '', PRIMARY KEY (`id`), KEY `k_1` (`k`), KEY `idx_c_pad_1` (`c`,`pad`) ) ENGINE=InnoDB AUTO_INCREMENT=1000001 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_0900_ai_ci MAX_ROWS=1000000 1 row in set (0.00 sec)
(2)对于多列索引来说,如果没有降序索引的话,那么只有SQL 1才能用到索引,SQL 4能用相反顺序扫描,其他两条SQL语句只能走全表扫描,效率非常低
SQL 1:select * from sbtest1 order by c,pad limit 10;
SQL 2:select * from sbtest1 order by c,pad desc limit 10;
SQL 3:select * from sbtest1 order by c desc,pad limit 10;
SQL 4:explain select * from sbtest1 order by c desc,pad desc limit 10;
mysql> explain select * from sbtest1 order by c,pad limit 10; +----+-------------+---------+------------+-------+---------------+-------------+---------+------+------+----------+-------+ | id | select_type | table | partitions | type | possible_keys | key | key_len | ref | rows | filtered | Extra | +----+-------------+---------+------------+-------+---------------+-------------+---------+------+------+----------+-------+ | 1 | SIMPLE | sbtest1 | NULL | index | NULL | idx_c_pad_1 | 720 | NULL | 10 | 100.00 | NULL | +----+-------------+---------+------------+-------+---------------+-------------+---------+------+------+----------+-------+ 1 row in set, 1 warning (0.00 sec) mysql> explain select * from sbtest1 order by c,pad desc limit 10; +----+-------------+---------+------------+------+---------------+------+---------+------+--------+----------+----------------+ | id | select_type | table | partitions | type | possible_keys | key | key_len | ref | rows | filtered | Extra | +----+-------------+---------+------------+------+---------------+------+---------+------+--------+----------+----------------+ | 1 | SIMPLE | sbtest1 | NULL | ALL | NULL | NULL | NULL | NULL | 950738 | 100.00 | Using filesort | +----+-------------+---------+------------+------+---------------+------+---------+------+--------+----------+----------------+ 1 row in set, 1 warning (0.00 sec) mysql> explain select * from sbtest1 order by c desc,pad limit 10; +----+-------------+---------+------------+------+---------------+------+---------+------+--------+----------+----------------+ | id | select_type | table | partitions | type | possible_keys | key | key_len | ref | rows | filtered | Extra | +----+-------------+---------+------------+------+---------------+------+---------+------+--------+----------+----------------+ | 1 | SIMPLE | sbtest1 | NULL | ALL | NULL | NULL | NULL | NULL | 950738 | 100.00 | Using filesort | +----+-------------+---------+------------+------+---------------+------+---------+------+--------+----------+----------------+ 1 row in set, 1 warning (0.01 sec) mysql> explain select * from sbtest1 order by c desc,pad desc limit 10; +----+-------------+---------+------------+-------+---------------+-------------+---------+------+------+----------+---------------------+ | id | select_type | table | partitions | type | possible_keys | key | key_len | ref | rows | filtered | Extra | +----+-------------+---------+------------+-------+---------------+-------------+---------+------+------+----------+---------------------+ | 1 | SIMPLE | sbtest1 | NULL | index | NULL | idx_c_pad_1 | 720 | NULL | 10 | 100.00 | Backward index scan | +----+-------------+---------+------------+-------+---------------+-------------+---------+------+------+----------+---------------------+ 1 row in set, 1 warning (0.00 sec)
(3)创建相应的降序索引
mysql> alter table sbtest1 add index idx_c_pad_2(c,pad desc); Query OK, 0 rows affected (1 min 11.27 sec) Records: 0 Duplicates: 0 Warnings: 0 mysql> alter table sbtest1 add index idx_c_pad_3(c desc,pad); Query OK, 0 rows affected (1 min 14.22 sec) Records: 0 Duplicates: 0 Warnings: 0 mysql> alter table sbtest1 add index idx_c_pad_4(c desc,pad desc); Query OK, 0 rows affected (1 min 8.70 sec) Records: 0 Duplicates: 0 Warnings: 0
(4)再次执行SQL,均能使用到降序索引,效率大大提升
mysql> explain select * from sbtest1 order by c,pad desc limit 10; +----+-------------+---------+------------+-------+---------------+-------------+---------+------+------+----------+-------+ | id | select_type | table | partitions | type | possible_keys | key | key_len | ref | rows | filtered | Extra | +----+-------------+---------+------------+-------+---------------+-------------+---------+------+------+----------+-------+ | 1 | SIMPLE | sbtest1 | NULL | index | NULL | idx_c_pad_2 | 720 | NULL | 10 | 100.00 | NULL | +----+-------------+---------+------------+-------+---------------+-------------+---------+------+------+----------+-------+ 1 row in set, 1 warning (0.00 sec) mysql> explain select * from sbtest1 order by c desc,pad limit 10; +----+-------------+---------+------------+-------+---------------+-------------+---------+------+------+----------+-------+ | id | select_type | table | partitions | type | possible_keys | key | key_len | ref | rows | filtered | Extra | +----+-------------+---------+------------+-------+---------------+-------------+---------+------+------+----------+-------+ | 1 | SIMPLE | sbtest1 | NULL | index | NULL | idx_c_pad_3 | 720 | NULL | 10 | 100.00 | NULL | +----+-------------+---------+------------+-------+---------------+-------------+---------+------+------+----------+-------+ 1 row in set, 1 warning (0.00 sec) mysql> explain select * from sbtest1 order by c desc,pad desc limit 10; +----+-------------+---------+------------+-------+---------------+-------------+---------+------+------+----------+-------+ | id | select_type | table | partitions | type | possible_keys | key | key_len | ref | rows | filtered | Extra | +----+-------------+---------+------------+-------+---------------+-------------+---------+------+------+----------+-------+ | 1 | SIMPLE | sbtest1 | NULL | index | NULL | idx_c_pad_4 | 720 | NULL | 10 | 100.00 | NULL | +----+-------------+---------+------------+-------+---------------+-------------+---------+------+------+----------+-------+ 1 row in set, 1 warning (0.00 sec)
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