mysql递归函数with recursive的用法举例
AS 用法:
AS在mysql用来给列/表起别名.
有时，列的名称是一些表达式，使查询的输出很难理解。要给列一个描述性名称，可以使用列别名。
要给列添加别名，可以使用AS关键词后跟别名
例子1:
?| 1 2 3 | SELECT [column_1 | expression] AS col_name FROM table_name; |
如果别名包含空格，则必须引用以下内容：
例子2:
?| 1 2 3 | SELECT [column_1 | expression] AS 'col name' FROM table_name; |
with(Common Table Expressions/CTE)用法:
with在mysql中被称为公共表达式,可以作为一个临时表然后在其他结构中调用.如果是自身调用那么就是后面讲的递归.
语法:
?| 1 2 3 4 | with_clause: WITH [RECURSIVE] cte_name [(col_name [, col_name] ...)] AS (subquery) [, cte_name [(col_name [, col_name] ...)] AS (subquery)] ... |
cte_name :公共表达式的名称,可以理解为表名,用来表示as后面跟着的子查询
col_name :公共表达式包含的列名,可以写也可以不写
例子1:
?| 1 2 3 4 5 | WITH cte1 AS ( SELECT a, b FROM table1), cte2 AS ( SELECT c, d FROM table2) SELECT b, d FROM cte1 JOIN cte2 WHERE cte1.a = cte2.c; |
例子2:
?| 1 2 3 4 5 6 7 | WITH cte (col1, col2) AS ( SELECT 1, 2 UNION ALL SELECT 3, 4 ) SELECT col1, col2 FROM cte; |
例子3:
这里的第一个as后面接的是子查询,第二个as表示列名,而不是子查询.
?| 1 2 3 4 5 6 7 | WITH cte AS ( SELECT 1 AS col1, 2 AS col2 UNION ALL SELECT 3, 4 ) SELECT col1, col2 FROM cte; |
with的合法用法:
在子查询(包括派生的表子查询)的开始处
?| 1 2 | SELECT ... WHERE id IN ( WITH ... SELECT ...) ... SELECT * FROM ( WITH ... SELECT ...) AS dt ... |
同一级别只允许一个WITH子句。同一级别的WITH后面跟着WITH是不允许的,下面是非法用法:
?| 1 | WITH cte1 AS (...) WITH cte2 AS (...) SELECT ... |
改为合法用法:
?| 1 2 | WITH cte1 AS ( SELECT 1) SELECT * FROM ( WITH cte2 AS ( SELECT 2) SELECT * FROM cte2 JOIN cte1) AS dt; |
在这里面as代表列名,sql不是顺序执行的,这一点了解的话就很好理解这个as了
简单递归用法:
首先我们引出一个问题: 什么叫做递归?
递归:给定函数初始条件,然后反复调用自身直到终止条件.
例子1:递归得到依次递增的序列:
?| 1 2 3 4 5 6 7 | WITH RECURSIVE cte (n) AS ( SELECT 1 UNION ALL SELECT n + 1 FROM cte WHERE n < 5 ) SELECT * FROM cte; |
运行结果:
+------+
| n |
+------+
| 1 |
| 2 |
| 3 |
| 4 |
| 5 |
+------+
官方文档中对于这个写法的解释:
At each iteration, that SELECT produces a row with a new value one greater than the value of n from the previous row set. The first iteration operates on the initial row set (1) and produces 1+1=2; the second iteration operates on the first iteration’s row set (2) and produces 2+1=3; and so forth. This continues until recursion ends, which occurs when n is no longer less than 5.
用python实现就是:
?| 1 2 3 4 | def cte(n): print (n) if n< 5 : cte(n + 1 ) |
也就是说,一个with recursive 由两部分组成.第一部分是非递归部分(union all上方),第二部分是递归部分(union all下方).递归部分第一次进入的时候使用非递归部分传递过来的参数,也就是第一行的数据值,进而得到第二行数据值.然后根据第二行数据值得到第三行数据值.
例子2:递归得到不断复制的字符串
这里的as表示列名,表示说这个CTE有两个列,也可以写为with cte(n,str) as (subquery)
?| 1 2 3 4 5 6 7 | WITH RECURSIVE cte AS ( SELECT 1 AS n, 'abc' AS str UNION ALL SELECT n + 1, CONCAT(str, str) FROM cte WHERE n < 3 ) SELECT * FROM cte; |
结果:
+------+------+
| n | str |
+------+------+
| 1 | abc |
| 2 | abc |
| 3 | abc |
+------+------+
这里的话concat是每一次都连接一个str,这个str来自上一行的结果,但是最终输出却是每一行都没有变化的值,这是为什么?
这是因为我们在声明str的时候限制了它的字符长度,使用 类型转换CAST(‘abc’ AS CHAR(30)) 就可以得到复制的字符串了.
**注意:**这里也可能会报错,看mysql模式.在严格模式下这里会显示Error Code: 1406. Data too long for column 'str' at row 1
关于strict SQL mode和nonstrict SQL mode:mysql 严格模式 Strict Mode说明
?| 1 2 3 4 5 6 7 | WITH RECURSIVE cte AS ( SELECT 1 AS n, CAST ( 'abc' AS CHAR (20)) AS str UNION ALL SELECT n + 1, CONCAT(str, str) FROM cte WHERE n < 3 ) SELECT * FROM cte; |
+------+--------------+
| n | str |
+------+--------------+
| 1 | abc |
| 2 | abcabc |
| 3 | abcabcabcabc |
+------+--------------+
当然,如果上一行的值有多个,我们还可以对多个值进行重新组合得到我们想要的结果,比如下面这个例子.
例子3:生成斐波那契数列
?| 1 2 3 4 5 6 7 8 | WITH RECURSIVE fibonacci (n, fib_n, next_fib_n) AS ( SELECT 1, 0, 1 UNION ALL SELECT n + 1, next_fib_n, fib_n + next_fib_n FROM fibonacci WHERE n < 10 ) SELECT * FROM fibonacci; |
结果:
+------+-------+------------+
| n | fib_n | next_fib_n |
+------+-------+------------+
| 1 | 0 | 1 |
| 2 | 1 | 1 |
| 3 | 1 | 2 |
| 4 | 2 | 3 |
| 5 | 3 | 5 |
| 6 | 5 | 8 |
| 7 | 8 | 13 |
| 8 | 13 | 21 |
| 9 | 21 | 34 |
| 10 | 34 | 55 |
+------+-------+------------+
语法说明:
UNION ALL与UNION DISTINCT UNION ALL:
- UNION ALL:
非递归部分和递归部分用UNION ALL分隔,那么所有的行都会被加入到最后的表中 - UNION DISTINCT:
非递归部分和递归部分用UNION DISTINCT分隔，重复的行被消除。这对于执行传递闭包的查询非常有用，以避免无限循环。
limit控制递归次数
recursive(第二个select)不能使用的结构:
官网的描述:
The recursive SELECT part must not contain these constructs:
Aggregate functions such as SUM()
Window functions
GROUP BY
ORDER BY
DISTINCT
限制递归次数/时间:
当出现不符合设置情况的会报错,分为以下几种设置方法:
- cte_max_recursion_depth :default 设置为1000,表达递归的层数.可以使用如下语句修改这个值:
| 1 2 | SET SESSION cte_max_recursion_depth = 10; -- permit only shallow recursion SET SESSION cte_max_recursion_depth = 1000000; -- permit deeper recursion |
当然也可以设置为global,也就是set global cte_max_recursion_depth = 1000000;这样子就对全局的递归都有限制
- max_execution_time :设置最近的递归时间
| 1 | SET max_execution_time = 1000; -- impose one second timeout |
- MAX_EXECUTION_TIME:设置全局的递归时间
官网文档说明如下:
- The cte_max_recursion_depth system variable enforces a limit on the
number of recursion levels for CTEs. The server terminates execution
of any CTE that recurses more levels than the value of this variable. - The max_execution_time system variable enforces an execution timeout
for SELECT statements executed within the current session. - The MAX_EXECUTION_TIME optimizer hint enforces a per-query execution
timeout for the SELECT statement in which it appears. - limit:限之最大行的数量
| 1 2 3 4 5 6 7 | WITH RECURSIVE cte (n) AS ( SELECT 1 UNION ALL SELECT n + 1 FROM cte LIMIT 10000 ) SELECT * FROM cte; |
补充：MySql8使用WITH RECURSIVE进行递归查询下级节点数据
?| 1 2 3 4 5 6 | #查询id=62的所有子节点 WITH RECURSIVE temp AS ( SELECT * FROM tbsys_office o WHERE o.id=62 UNION ALL SELECT o.* FROM tbsys_office o, temp t WHERE t.id=o.parent_id ) SELECT * FROM temp ; |
| 1 2 3 4 5 6 | #查询id=80的所有父节点 WITH RECURSIVE temp AS ( SELECT * FROM tbsys_office o WHERE o.id=80 UNION ALL SELECT o.* FROM tbsys_office o, temp t WHERE t.parent_id=o.id ) SELECT * FROM temp ; |
总结
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原文链接：https://blog.csdn.net/mjfppxx/article/details/124879326
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