德哥的优化思路巨牛逼,这种递归思维真的太吊了,我目前就缺递归思路。
下面SQL1000W行数据,列的选择性很低,只有两个值('1'和'11')都是字符串类型,'1'只有一条数据,'11'有9999999行数据。
慢SQL:
select distinct col from tt;
QUERY PLAN
----------------------------------------------------------------------------------------------------------------------
HashAggregate (cost=169247.11..169247.12 rows=1 width=3) (actual time=5082.733..5082.735 rows=2 loops=1)
Group Key: col
-> Seq Scan on tt (cost=0.00..144247.29 rows=9999929 width=3) (actual time=0.005..275.906 rows=10000000 loops=1)
Planning Time: 0.365 ms
Execution Time: 5082.772 ms
(5 行记录)
CTE递归优化:
WITH RECURSIVE t AS (
(SELECT col FROM tt ORDER BY col LIMIT 1)
UNION ALL
SELECT (SELECT col FROM tt WHERE col > t.col ORDER BY col LIMIT 1)
FROM t
WHERE t.col IS NOT NULL
)
SELECT col FROM t WHERE col IS NOT NULL;
QUERY PLAN
----------------------------------------------------------------------------------------------------------------------------------------------------------
CTE Scan on t (cost=50.84..52.86 rows=100 width=38) (actual time=0.024..0.079 rows=2 loops=1)
Filter: (col IS NOT NULL)
Rows Removed by Filter: 1
CTE t
-> Recursive Union (cost=0.43..50.84 rows=101 width=38) (actual time=0.022..0.076 rows=3 loops=1)
-> Limit (cost=0.43..0.46 rows=1 width=3) (actual time=0.021..0.021 rows=1 loops=1)
-> Index Only Scan using idx_1_2_tt on tt tt_1 (cost=0.43..260443.37 rows=9999929 width=3) (actual time=0.020..0.020 rows=1 loops=1)
Heap Fetches: 0
-> WorkTable Scan on t t_1 (cost=0.00..4.84 rows=10 width=38) (actual time=0.017..0.017 rows=1 loops=3)
Filter: (col IS NOT NULL)
Rows Removed by Filter: 0
SubPlan 1
-> Limit (cost=0.43..0.46 rows=1 width=3) (actual time=0.024..0.024 rows=0 loops=2)
-> Index Only Scan using idx_1_2_tt on tt (cost=0.43..95149.36 rows=3333310 width=3) (actual time=0.024..0.024 rows=0 loops=2)
Index Cond: (col > (t_1.col)::text)
Heap Fetches: 0
Planning Time: 0.096 ms
Execution Time: 0.096 ms
(18 行记录)
里面的逻辑是:
(SELECT col FROM tt ORDER BY col LIMIT 1)
根节点通过order by 升序 找到最小的一条数据作为起点。
递归查询:
SELECT (SELECT col FROM tt WHERE col > t.col ORDER BY col LIMIT 1)
FROM t
WHERE t.col IS NOT NULL
在第一次迭代中,CTE t 包含值'1'。这个查询将在tt表中寻找col大于'1'的最小值。在数据集中,这将是'11'。
在第二次迭代,CTE t 将包含'11'。此时,查询将尝试找到大于'11'的最小值,但没有这样的值,所以返回NULL。
递归结束:
当递归查询返回NULL时,递归结束。这时,CTE t 将包含'1'和'11',返回和distinct 一样逻辑的数据。
理解了整个逻辑后我都吓尿了,就一道算法题,确实要跟巨佬学习才行,加深递归思维。
评论区