On Fri, Sep 13, 2019 at 04:38:50PM +0530, Amarendra Konda wrote: > As part of one query tuning, it was observed that query execution time was > more even though cost was decreased. .. > May i know the reason behind in increase in response time, even though cost > was reduced by 6.4 times. The "cost" is postgres model for how expensive a plan will be, based on table statistics, and parameters like seq/rand_page_cost, etc. It's an imperfect model and not exact. > *Initial Query* > > => explain(analyze,buffers,costs) SELECT ku.user_id > > FROM konotor_user ku > > LEFT JOIN agent_details ad > > ON ku.user_id = ad.user_id > > WHERE ku.app_id = '12132818272260' > > AND (ku.user_type = 1 OR ku.user_type = 2) > > AND (ad.deleted isnull OR ad.deleted = 0) > > AND ku.user_id NOT IN ( > > SELECT gu.user_id > > FROM group_user gu > > INNER JOIN groups > > ON gu.group_id = groups.group_id > > AND app_id = ku.app_id > > WHERE gu.user_id = ku.user_id > > AND groups.app_id = ku.app_id > > AND groups.deleted = false); It seems to me the major difference is in group_user JOIN groups. In the fast query, it did > -> Index Only Scan using uk_groupid_userid on group_user gu (cost=0.29..8.30 rows=1 width=16) (actual time=0.001..0.001 rows=0 loops=15832) > Index Cond: ((group_id = groups.group_id) AND (user_id = ku.user_id)) > Heap Fetches: 455 > Buffers: shared hit=32210 => 15832*0.001sec = 15ms In the slow query it did: > -> Index Only Scan using uk_groupid_userid on group_user gu (cost=0.29..115.12 rows=2 width=16) (actual time=0.135..0.135 rows=1 loops=785) > Index Cond: (user_id = ku.user_id) > Heap Fetches: 456 > Buffers: shared hit=45529 => 785*0.115sec = 90ms It scanned using non-leading columns of index, so it took 6x longer even though it did 20x fewer loops. Also it did 456 heap fetches (which were probably nonsequential). Vacuuming the table will probably help; if so, you should consider setting parameter to encourage more frequent autovacuums: | ALTER TABLE group_user SET (AUTOVACUUM_VACUUM_SCALE_FACTOR=0.005); Justin
