1 前言
今天在生产中碰到了一个让我十分费解的 SQL，十分有趣。
2 现象
SQL 很好复现，就是逻辑看起来有点唬人
postgres=# create table test(id1 int,id2 int);CREATE TABLEpostgres=# insert into test values(1,3),(2,1),(3,1),(3,3);INSERT 0 4postgres=# select * from test; id1 | id2 -----+----- 1 | 3 2 | 1 3 | 1 3 | 3(4 rows)
业务 SQL 如下???? 此处用 test 表替代，真实情况表中字段存在一个父子关系，根据 parent_id 查找子 id
postgres=# select (exists (select 1 as one from test a where (test.id1 = a.id2))) as b from test; b --- t f t t(4 rows)postgres=# explain select (exists (select 1 as one from test a where (test.id1 = a.id2))) as b from test; QUERY PLAN -------------------------------------------------------------- Seq Scan on test (cost=0.00..3.14 rows=4 width=1) SubPlan 2 -> Seq Scan on test a (cost=0.00..1.04 rows=4 width=4)(3 rows)
SQL 是 self-join ，a 是 test 表的一个别名。
让我们把子查询单独摘出来执行一下
postgres=# select 1 as one from test a where (test.id1 = a.id2);ERROR: invalid reference to FROM-clause entry for table "test"LINE 1: select 1 as one from test a where (test.id1 = a.id2); ^HINT: Perhaps you meant to reference the table alias "a".
可以看到报错了，说明此处的 test 是取自外层的 test（即 from test），根据 test.id1 去判断 a.id2，于是返回如下结果
postgres=# select * from test; id1 | id2 -----+----- 1 | 3 ---true (id1=1，id2里面有，遍历) 2 | 1 ---false(id1=2，id2里面没有，遍历) 3 | 1 ---true (id1=3，id2里面有，遍历) 3 | 3 ---true (id1=3，id2里面有，遍历)(4 rows)
现在让我们改写一下 SQL，修改一下别名
postgres=# select (exists (select 1 as one from test a where (a.id1 = test.id2))) as b from test; b --- t t t t(4 rows)postgres=# explain select (exists (select 1 as one from test a where (a.id1 = test.id2))) as b from test; QUERY PLAN -------------------------------------------------------------- Seq Scan on test (cost=0.00..5.24 rows=4 width=1) SubPlan 2 -> Seq Scan on test a (cost=0.00..1.04 rows=4 width=4)(3 rows)
这次可以看到，结果全部是真。老样子，也是相同的原理
postgres=# select 1 as one from test a where (a.id1 = test.id2);ERROR: invalid reference to FROM-clause entry for table "test"LINE 1: select 1 as one from test a where (a.id1 = test.id2); ^HINT: Perhaps you meant to reference the table alias "a".
于是根据 test.id2 去探测 a.id1，于是返回如下结果
postgres=# select * from test; id1 | id2 -----+----- 1 | 3 ---true (id2=3，id1里面有，遍历) 2 | 1 ---true (id2=1，id1里面有，遍历) 3 | 1 ---true (id2=1，id1里面有，遍历) 3 | 3 ---true (id2=3，id1里面有，遍历)(4 rows)
让我们再改写一下 SQL
postgres=# select (exists (select 1 as one from test a where (a.id1 = a.id2))) as b from test; b --- t t t t(4 rows)postgres=# explain select (exists (select 1 as one from test a where (a.id1 = a.id2))) as b from test; QUERY PLAN -------------------------------------------------------------- Seq Scan on test (cost=1.05..2.09 rows=4 width=1) InitPlan 1 (returns $0) -> Seq Scan on test a (cost=0.00..1.05 rows=1 width=0) Filter: (id1 = id2)(4 rows)
这次执行计划变了，变成了 InitPlan，执行计划和结构都有所差异。那么 InitPlan 是什么意思？
This plan happens whenever there is a part of your query that can (or have to) be calculated before anything else, and it doesn't depend on anything in the rest of your query.
只要查询的一部分可以（或必须）在其他任何内容之前计算，并且它不依赖于查询的其余部分中的任何内容，就会发生此计划。
A special case of SubPlan that only needs to run once.
SubPlan 的一种特殊情况，只需要运行一次。
这就有点像相关子连接和非相关子连接的说法，相关子连接在子查询语句中引用了外层表的列属性，这就导致外层表每获得一个元组，子查询就需要重新执行一次；而非相关子连接是指在子查询语句是独立的，和外层的表没有直接的关联，子查询可以单独执行一次，外层表可以重复利用子查询的执行结果。
因此上述执行计划就变成了 a 表先进行一次独立的子查询
postgres=# select * from test where id1 = id2; id1 | id2 -----+----- 3 | 3(1 row)postgres=# select exists (select 3,3) as b from test; b --- t t t t(4 rows)postgres=# delete from test;DELETE 4postgres=# insert into test values(5,4);INSERT 0 1postgres=# select (exists (select 1 as one from test a where (a.id1 = a.id2))) as b from test; b --- f(1 row)postgres=# insert into test values(3,4);INSERT 0 1postgres=# select (exists (select 1 as one from test a where (a.id1 = a.id2))) as b from test; b --- f f(2 rows)postgres=# insert into test values(4,4);INSERT 0 1postgres=# select (exists (select 1 as one from test a where (a.id1 = a.id2))) as b from test; b --- t t t(3 rows)
可以看到，只要结果中有相等的 id1 和 id2，结果就会全部返回真。
那让我们又双叒叕改写下 SQL
postgres=# truncate table test;TRUNCATE TABLEpostgres=# insert into test values(1,3),(2,1),(3,1),(3,3);INSERT 0 4postgres=# explain select (exists (select 1 as one from test a where (test.id1 = test.id2))) as b from test; QUERY PLAN -------------------------------------------------------------------- Seq Scan on test (cost=0.00..2.09 rows=4 width=1) SubPlan 1 -> Result (cost=0.00..1.04 rows=4 width=0) One-Time Filter: (test.id1 = test.id2) -> Seq Scan on test a (cost=0.00..1.04 rows=4 width=0)(5 rows)postgres=# select (exists (select 1 as one from test a where (test.id1 = test.id2))) as b from test; b --- f f f t(4 rows)
这次多了一个 One-Time Filter，那么这个又是什么玩意？
A qualification used by a Result operation. If it is false, an empty result set can be returned without further work.
如果为 false，则可以返回空结果集，无需进一步工作。
让我们瞅瞅代码，在代码中有这么一段注释
* Result nodes are also used to optimise queries with constant * qualifications (ie, quals that do not depend on the scanned data), * such as: * * select * from emp where 2 > 1 * * In this case, the plan generated is * * Result (with 2 > 1 qual) * / * SeqScan (emp.*) * * At runtime, the Result node evaluates the constant qual once, * which is shown by EXPLAIN as a One-Time Filter. If it's * false, we can return an empty result set without running the * controlled plan at all. If it's true, we run the controlled * plan normally and pass back the results.
逻辑很清晰，因此上述逻辑就好比这么一串 SQL
postgres=# select * from test where 2 > 1; id1 | id2 -----+----- 1 | 3 2 | 1 3 | 1 3 | 3(4 rows)postgres=# select * from test where 1 > 1; id1 | id2 -----+-----(0 rows)postgres=# select exists(select 1 from test where 1 > 1)as b; b --- f(1 row)postgres=# select exists(select 1 from test where 1 > 1)as b from test; b --- f f f f(4 rows)postgres=# select (exists (select 1 as one from test a where (test.id1 = test.id2))) as b from test; b --- f f f t(4 rows)
因此此时的 SQL 逻辑就变成了这样：遍历 test 表，判断 id1 = id2 的行，所以结果是 false、false、false、true
3 小结
真是一段烧死脑细胞的神奇 SQL。不知道其他数据库中这个 SQL 是否是类似结果？感兴趣的读者可以私信我。当然文章中可能也有错误，欢迎指正 ~
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