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目录
- UNION
- 表初始化
- 执行语句
- UNION RESULT
- UNION ALL
- GROUP BY
- 内存充足
- 执行语句
- 执行过程
- 排序过程
- ORDER BY NULL
- 内存不足
- 执行语句
- 优化方案
- 优化索引
- 直接排序
- 执行过程
- 对比DISTINCT
- 小结
- 参考资料
UNION
UNION语义:取两个子查询结果的并集,重复的行只保留一行
表初始化
CREATE TABLE t1(id INT PRIMARY KEY, a INT, b INT, INDEX(a)); DELIMITER ;; CREATE PROCEDURE idata() BEGIN DECLARE i INT; SET i=1; WHILE (i<= 1000) DO INSERT INTO t1 VALUES (i,i,i); SET i=i+1; END WHILE; END;; DELIMITER ; CALL idata();
执行语句
(SELECT 1000 AS f) UNION (SELECT id FROM t1 ORDER BY id DESC LIMIT 2); mysql> EXPLAIN (SELECT 1000 AS f) UNION (SELECT id FROM t1 ORDER BY id DESC LIMIT 2); +----+--------------+------------+------------+-------+---------------+---------+---------+------+------+----------+----------------------------------+ | id | select_type | table | partitions | type | possible_keys | key | key_len | ref | rows | filtered | Extra | +----+--------------+------------+------------+-------+---------------+---------+---------+------+------+----------+----------------------------------+ | 1 | PRIMARY | NULL | NULL | NULL | NULL | NULL | NULL | NULL | NULL | NULL | No tables used | | 2 | UNION | t1 | NULL | index | NULL | PRIMARY | 4 | NULL | 2 | 100.00 | Backward index scan; Using index | | NULL | UNION RESULT | <union1,2> | NULL | ALL | NULL | NULL | NULL | NULL | NULL | NULL | Using temporary | +----+--------------+------------+------------+-------+---------------+---------+---------+------+------+----------+----------------------------------+
第二行的Key=PRIMARY
,Using temporary
- 表示在对子查询的结果做
UNION RESULT
的时候,使用了临时表
UNION RESULT
- 创建一个内存临时表,这个内存临时表只有一个整型字段f,并且f为主键
- 执行第一个子查询,得到1000,并存入内存临时表中
- 执行第二个子查询
- 拿到第一行id=1000,试图插入到内存临时表,但由于1000这个值已经存在于内存临时表
- 违反唯一性约束,插入失败,继续执行
- 拿到第二行id=999,插入内存临时表成功
- 拿到第一行id=1000,试图插入到内存临时表,但由于1000这个值已经存在于内存临时表
- 从内存临时表中按行取出数据,返回结果,并删除内存临时表,结果中包含id=1000和id=999两行
- 内存临时表起到了暂存数据的作用,还用到了内存临时表主键id的唯一性约束,实现UNION的语义
UNION ALL
UNION ALL
没有去重的语义,一次执行子查询,得到的结果直接发给客户端,不需要内存临时表
mysql> EXPLAIN (SELECT 1000 AS f) UNION ALL (SELECT id FROM t1 ORDER BY id DESC LIMIT 2); +----+-------------+-------+------------+-------+---------------+---------+---------+------+------+----------+----------------------------------+ | id | select_type | table | partitions | type | possible_keys | key | key_len | ref | rows | filtered | Extra | +----+-------------+-------+------------+-------+---------------+---------+---------+------+------+----------+----------------------------------+ | 1 | PRIMARY | NULL | NULL | NULL | NULL | NULL | NULL | NULL | NULL | NULL | No tables used | | 2 | UNION | t1 | NULL | index | NULL | PRIMARY | 4 | NULL | 2 | 100.00 | Backward index scan; Using index | +----+-------------+-------+------------+-------+---------------+---------+---------+------+------+----------+----------------------------------+
GROUP BY
内存充足
-- 16777216 Bytes = 16 MB mysql> SHOW VARIABLES like '%tmp_table_size%'; +----------------+----------+ | Variable_name | Value | +----------------+----------+ | tmp_table_size | 16777216 | +----------------+----------+
执行语句
-- MySQL 5.6上执行 mysql> EXPLAIN SELECT id%10 AS m, COUNT(*) AS c FROM t1 GROUP BY m; +----+-------------+-------+-------+---------------+------+---------+------+------+----------------------------------------------+ | id | select_type | table | type | possible_keys | key | key_len | ref | rows | Extra | +----+-------------+-------+-------+---------------+------+---------+------+------+----------------------------------------------+ | 1 | SIMPLE | t1 | index | PRIMARY,a | a | 5 | NULL | 1000 | Using index; Using temporary; Using filesort | +----+-------------+-------+-------+---------------+------+---------+------+------+----------------------------------------------+ mysql> SELECT id%10 AS m, COUNT(*) AS c FROM t1 GROUP BY m; +------+-----+ | m | c | +------+-----+ | 0 | 100 | | 1 | 100 | | 2 | 100 | | 3 | 100 | | 4 | 100 | | 5 | 100 | | 6 | 100 | | 7 | 100 | | 8 | 100 | | 9 | 100 | +------+-----+
Using index
:表示使用了覆盖索引,选择了索引a,不需要回表
Using temporary
:表示使用了临时表
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数据库系统概念 第6版
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