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新特性解读 | MySQL 8.0 通用表达式(WITH)深入用法

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作者:杨涛涛

资深数据库专家,专研 MySQL 十余年。擅长 MySQL、PostgreSQL、MongoDB 等开源数据库相关的备份恢复、SQL 调优、监控运维、高可用架构设计等。目前任职于爱可生,为各大运营商及银行金融企业提供 MySQL 相关技术支持、MySQL 相关课程培训等工作。

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MySQL 8.0 发布已经好几年了,之前介绍过 WITH 语句(通用表达式)的简单用途以及使用场景,类似如下的语句:

with tmp(a) as (select 1 union all select 2) select * from tmp;

正巧之前客户就咨询我,WITH 有没有可能和 UPDATE、DELETE 等语句一起来用?或者说有没有可以简化日常 SQL 的其他用法,有点迷惑,能否写几个例子简单说明下?

其实 WITH 表达式除了和 SELECT 一起用, 还可以有下面的组合:

insert with 、with update、with delete、with with、with recursive(可以模拟数字、日期等序列)、WITH 可以定义多张表

我们来一个一个看看:

1. 用 WITH 表达式来造数据

用 WITH 表达式来造数据,非常简单,比如下面例子:给表 y1 添加100条记录,日期字段要随机。

localhost:ytt>create table y1 (id serial primary key, r1 int,log_date date);Query OK, 0 rows affected (0.09 sec)localhost:ytt>INSERT y1 (r1,log_date)    -> WITH recursive tmp (a, b) AS    -> (SELECT    ->   1,    ->   '2021-04-20'    -> UNION    -> ALL    -> SELECT    ->   ROUND(RAND() * 10),    ->   b - INTERVAL ROUND(RAND() * 1000) DAY    -> FROM    ->   tmp    -> LIMIT 100) TABLE tmp;Query OK, 100 rows affected (0.03 sec)Records: 100  Duplicates: 0  Warnings: 0localhost:ytt>table y1 limit 10;+----+------+------------+| id | r1   | log_date   |+----+------+------------+|  1 |    1 | 2021-04-20 ||  2 |    8 | 2020-04-02 ||  3 |    5 | 2019-05-26 ||  4 |    1 | 2018-01-21 ||  5 |    2 | 2016-09-08 ||  6 |    9 | 2016-06-14 ||  7 |    7 | 2016-02-06 ||  8 |    6 | 2014-03-18 ||  9 |    6 | 2011-08-25 || 10 |    9 | 2010-02-02 |+----+------+------------+10 rows in set (0.00 sec)

2. 用 WITH 表达式来更新表数据

WITH 表达式可以与 UPDATE 语句一起,来执行要更新的表记录:

localhost:ytt>WITH recursive tmp (a, b, c) AS    -> (SELECT    ->   1,    ->   1,    ->   '2021-04-20'    -> UNION ALL    -> SELECT    ->   a + 2,    ->   100,    ->   DATE_SUB(    ->     CURRENT_DATE(),    ->     INTERVAL ROUND(RAND() * 1000, 0) DAY    ->   )    -> FROM    ->   tmp    -> WHERE a < 100)    -> UPDATE    ->   tmp AS a,    ->   y1 AS b    -> SET    ->   b.r1 = a.b    -> WHERE a.a = b.id;Query OK, 49 rows affected (0.02 sec)Rows matched: 50  Changed: 49  Warnings: 0localhost:ytt>table y1 limit 10;+----+------+------------+| id | r1   | log_date   |+----+------+------------+|  1 |    1 | 2021-04-20 ||  2 |    8 | 2019-12-26 ||  3 |  100 | 2018-06-12 ||  4 |    8 | 2017-07-11 ||  5 |  100 | 2016-08-10 ||  6 |    9 | 2015-09-14 ||  7 |  100 | 2014-12-19 ||  8 |    2 | 2014-08-13 ||  9 |  100 | 2014-08-05 || 10 |    8 | 2011-11-12 |+----+------+------------+10 rows in set (0.00 sec)

3. 用 WITH 表达式来删除表数据

比如删除 ID 为奇数的行,可以用 WITH DELETE 形式的删除语句:

localhost:ytt>WITH recursive tmp (a) AS    -> (SELECT    ->   1    -> UNION    -> ALL    -> SELECT    ->   a + 2    -> FROM    ->   tmp    -> WHERE a < 100)    -> DELETE FROM y1 WHERE id IN (TABLE tmp);Query OK, 50 rows affected (0.02 sec)localhost:ytt>table y1 limit 10;+----+------+------------+| id | r1   | log_date   |+----+------+------------+|  2 |    6 | 2019-05-16 ||  4 |    8 | 2015-12-07 ||  6 |    2 | 2014-05-14 ||  8 |    7 | 2010-05-07 || 10 |    3 | 2007-03-27 || 12 |    6 | 2006-12-14 || 14 |    3 | 2004-04-22 || 16 |    7 | 2001-09-16 || 18 |    7 | 2001-01-04 || 20 |    7 | 2000-02-12 |+----+------+------------+10 rows in set (0.00 sec)

与 DELETE 一起使用,要注意一点:WITH 表达式本身数据为只读,所以多表 DELETE 中不能包含 WITH 表达式。比如把上面的语句改成多表删除形式会直接报 WITH 表达式不可更新的错误。

localhost:ytt>WITH recursive tmp (a) AS    ->  (SELECT    ->    1    ->  UNION    ->  ALL    ->  SELECT    ->    a + 2    ->  FROM    ->    tmp    ->  WHERE a < 100)    ->  delete a,b from y1 a join tmp b where a.id = b.a;ERROR 1288 (HY000): The target table b of the DELETE is not updatable

4. WITH 和 WITH 一起用

前提条件:WITH 表达式不能在同一个层级,一个层级只允许一个 WITH 表达式

localhost:ytt>SELECT * FROM      ->   (    ->     WITH tmp1 (a, b, c) AS     ->     (    ->       VALUES    ->         ROW (1, 2, 3),    ->         ROW (3, 4, 5),    ->         ROW (6, 7, 8)    ->     ) SELECT  * FROM    ->         (    ->           WITH tmp2 (d, e, f) AS (    ->             VALUES    ->               ROW (100, 200, 300),    ->               ROW (400, 500, 600)    ->             ) TABLE tmp2    ->         ) X    ->           JOIN tmp1 Y    ->   ) Z ORDER BY a;+-----+-----+-----+---+---+---+| d   | e   | f   | a | b | c |+-----+-----+-----+---+---+---+| 400 | 500 | 600 | 1 | 2 | 3 || 100 | 200 | 300 | 1 | 2 | 3 || 400 | 500 | 600 | 3 | 4 | 5 || 100 | 200 | 300 | 3 | 4 | 5 || 400 | 500 | 600 | 6 | 7 | 8 || 100 | 200 | 300 | 6 | 7 | 8 |+-----+-----+-----+---+---+---+6 rows in set (0.01 sec)

5. WITH 多个表达式来 JOIN

用上面的例子,改写多个 WITH 为一个 WITH:

localhost:ytt>WITH     -> tmp1 (a, b, c) AS     -> (    -> VALUES    -> ROW (1, 2, 3),    -> ROW (3, 4, 5),    -> ROW (6, 7, 8)    -> ),    -> tmp2 (d, e, f) AS (    ->     VALUES    ->       ROW (100, 200, 300),    ->       ROW (400, 500, 600)    -> )    -> SELECT * FROM  tmp2,tmp1 ORDER BY a;+-----+-----+-----+---+---+---+| d   | e   | f   | a | b | c |+-----+-----+-----+---+---+---+| 400 | 500 | 600 | 1 | 2 | 3 || 100 | 200 | 300 | 1 | 2 | 3 || 400 | 500 | 600 | 3 | 4 | 5 || 100 | 200 | 300 | 3 | 4 | 5 || 400 | 500 | 600 | 6 | 7 | 8 || 100 | 200 | 300 | 6 | 7 | 8 |+-----+-----+-----+---+---+---+6 rows in set (0.00 sec)

6. with 生成日期序列

用 WITH 表达式生成日期序列,类似于 POSTGRESQL 的 generate_series 表函数,比如,从 ‘2020-01-01’ 开始,生成一个月的日期序列:

localhost:ytt>WITH recursive seq_date (log_date) AS    ->      (SELECT    ->        '2020-01-01'    ->      UNION    ->      ALL    ->      SELECT    ->        log_date + INTERVAL 1 DAY    ->      FROM    ->        seq_date    ->      WHERE log_date + INTERVAL 1 DAY < '2020-02-01')    ->      SELECT    ->        log_date    ->      FROM    ->        seq_date;+------------+| log_date   |+------------+| 2020-01-01 || 2020-01-02 || 2020-01-03 || 2020-01-04 || 2020-01-05 || 2020-01-06 || 2020-01-07 || 2020-01-08 || 2020-01-09 || 2020-01-10 || 2020-01-11 || 2020-01-12 || 2020-01-13 || 2020-01-14 || 2020-01-15 || 2020-01-16 || 2020-01-17 || 2020-01-18 || 2020-01-19 || 2020-01-20 || 2020-01-21 || 2020-01-22 || 2020-01-23 || 2020-01-24 || 2020-01-25 || 2020-01-26 || 2020-01-27 || 2020-01-28 || 2020-01-29 || 2020-01-30 || 2020-01-31 |+------------+31 rows in set (0.00 sec)

7. with 表达式做派生表

使用刚才那个日期列表,

localhost:ytt>SELECT    ->        *    ->      FROM    ->        (    ->          WITH recursive seq_date (log_date) AS    ->          (SELECT    ->            '2020-01-01'    ->          UNION    ->          ALL    ->          SELECT    ->            log_date + INTERVAL 1 DAY    ->          FROM    ->            seq_date    ->          WHERE log_date+ interval 1 day  < '2020-02-01')    ->  select *     ->          FROM    ->            seq_date    ->          ) X    ->          LIMIT 10;+------------+| log_date   |+------------+| 2020-01-01 || 2020-01-02 || 2020-01-03 || 2020-01-04 || 2020-01-05 || 2020-01-06 || 2020-01-07 || 2020-01-08 || 2020-01-09 || 2020-01-10 |+------------+10 rows in set (0.00 sec)

WITH 表达式使用非常灵活,不同的场景可以有不同的写法,的确可以简化日常 SQL 的编写。

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