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更新时间：2023-10-23 GMT+08:00
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案例：增加JOIN列非空条件

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SELECT * FROM join_a a JOIN join_b b ON a.b = b.b;

执行计划下：

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                                                      QUERY PLAN
----------------------------------------------------------------------------------------------------------------------
 Hash Join  (cost=58.35..14677.69 rows=1074607 width=16) (actual time=23.374..23.384 rows=10 loops=1)
   Hash Cond: (a.b = b.b)
   ->  Seq Scan on join_a a  (cost=0.00..2248.10 rows=100010 width=8) (actual time=0.495..12.551 rows=100010 loops=1)
   ->  Hash  (cost=31.49..31.49 rows=2149 width=8) (actual time=0.614..0.614 rows=1000 loops=1)
          Buckets: 32768  Batches: 1  Memory Usage: 40kB
         ->  Seq Scan on join_b b  (cost=0.00..31.49 rows=2149 width=8) (actual time=0.009..0.183 rows=1000 loops=1)
 Total runtime: 23.716 ms
(7 rows)

优化分析

  1. 分析执行计划可知，在顺序扫描阶段耗时较多。
  2. 建议在语句中手动添加JOIN列的非空判断，修改后的语句如下所示。 
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    SELECT
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SELECT * FROM join_a a JOIN join_b b ON a.b = b.b where a.b IS NOT NULL;

    执行计划如下：

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                                                         QUERY PLAN
---------------------------------------------------------------------------------------------------------------------
 Hash Join  (cost=58.22..14560.97 rows=1063762 width=16) (actual time=13.237..13.247 rows=10 loops=1)
   Hash Cond: (a.b = b.b)
   ->  Seq Scan on join_a a  (cost=0.00..2248.10 rows=99510 width=8) (actual time=12.417..12.422 rows=10 loops=1)
         Filter: (b IS NOT NULL)
         Rows Removed by Filter: 100000
   ->  Hash  (cost=31.49..31.49 rows=2138 width=8) (actual time=0.566..0.566 rows=1000 loops=1)
          Buckets: 32768  Batches: 1  Memory Usage: 40kB
         ->  Seq Scan on join_b b  (cost=0.00..31.49 rows=2138 width=8) (actual time=0.011..0.229 rows=1000 loops=1)
               Filter: (b IS NOT NULL)
 Total runtime: 13.556 ms
(10 rows)
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