将应用程序及其数据库从经典 PostgreSQL 数据库迁移到 Amazon Aurora RDS PostgreSQL 数据库(均使用 9.6 版本)后,我们发现特定查询在 Aurora 上的运行速度要慢得多——大约慢 10 倍在 PostgreSQL 上。
两个数据库都具有相同的配置,无论是硬件还是 pg_conf。
查询本身相当简单。它是从我们用 Java 编写的后端生成的,并使用 jOOQ 编写查询:
with "all_acp_ids"("acp_id") as (
select acp_id from temp_table_de3398bacb6c4e8ca8b37be227eac089
)
select distinct "public"."f1_folio_milestones"."acp_id",
coalesce("public"."sa_milestone_overrides"."team",
"public"."f1_folio_milestones"."team_responsible")
from "public"."f1_folio_milestones"
left outer join
"public"."sa_milestone_overrides" on (
"public"."f1_folio_milestones"."milestone" = "public"."sa_milestone_overrides"."milestone"
and "public"."f1_folio_milestones"."view" = "public"."sa_milestone_overrides"."view"
and "public"."f1_folio_milestones"."acp_id" = "public"."sa_milestone_overrides"."acp_id"
)
where "public"."f1_folio_milestones"."acp_id" in (
select "all_acp_ids"."acp_id" from "all_acp_ids"
)
Run Code Online (Sandbox Code Playgroud)
用temp_table_de3398bacb6c4e8ca8b37be227eac089
是单个列的表,f1_folio_milestones
(17万个条目)和sa_milestone_overrides
(100万左右的条目)是具有在所有用于列索引类似设计的表LEFT OUTER JOIN
。
temp_table_de3398bacb6c4e8ca8b37be227eac089
最多可以包含 5000 …
postgresql optimization execution-plan aws-aurora postgresql-performance