On 10/13/12 3:15 PM, Jim Nasby wrote:
FWIW, it's definitely an issue of not being able to push down past the GROUP BY:

I take that back... GROUP BY doesn't matter. It's an issue of having the EXISTS 
in the inner query. I realize the examples have gotten a bit silly, but this 
seems to break it down to the simplest case of what's happening.

FAST:

explain analyze SELECT p.customer_id, p.status_cd, EXISTS( SELECT * FROM loan_statuses ls WHERE ls.loan_id = p.id AND ls.status_cd = 'in_default' ) FROM loans p LEFT JOIN ( SELECT * FROM loans p WHERE loan_type_cd IN ( 'payday', 'cso' ) ) d USING( id ) WHERE p.customer_id = 10287151 AND p.status_cd = 'paid_off' AND p.loan_type_cd IN ( 'payday', 'cso' ) ;
                                                                        QUERY 
PLAN
-----------------------------------------------------------------------------------------------------------------------------------------------------------
 Nested Loop Left Join  (cost=0.00..234.87 rows=13 width=17) (actual 
time=0.085..0.861 rows=31 loops=1)
   ->  Index Scan using loans_m13 on loans p  (cost=0.00..36.01 rows=13 
width=17) (actual time=0.045..0.137 rows=31 loops=1)
         Index Cond: ((customer_id = 10287151) AND ((status_cd)::text = 
'paid_off'::text))
         Filter: ((loan_type_cd)::text = ANY ('{payday,cso}'::text[]))
   ->  Index Scan using loans_pkey on loans p  (cost=0.00..5.12 rows=1 width=4) 
(actual time=0.011..0.011 rows=1 loops=31)
         Index Cond: (p.id = p.id)
         Filter: ((p.loan_type_cd)::text = ANY ('{payday,cso}'::text[]))
   SubPlan 1
     ->  Index Scan using loan_statuses__loan_id__status on loan_statuses ls  
(cost=0.00..10.17 rows=1 width=0) (actual time=0.011..0.011 rows=0 loops=31)
           Index Cond: ((loan_id = $0) AND ((status_cd)::text = 
'in_default'::text))
 Total runtime: 0.950 ms
(11 rows)


SLOW:


cnuapp_p...@postgres10.obr=# explain SELECT p.customer_id, p.status_cd FROM loans p LEFT JOIN ( SELECT * FROM loans p WHERE loan_type_cd IN ( 'payday', 'cso' ) AND EXISTS( SELECT * FROM loan_statuses ls WHERE ls.loan_id = p.id AND ls.status_cd = 'in_default' ) ) d USING( id ) WHERE p.customer_id = 10287151 AND p.status_cd =
 'paid_of
f'                                                                              
                                                                                
                                                                                
      AND p.loan_type_cd IN ( 'payday', 'cso' )                                 
                                                                                
                                                                                
                                                                                
                                                                                
                                                                                
  ;
                                                QUERY PLAN
----------------------------------------------------------------------------------------------------------
 Hash Left Join  (cost=3003251.16..3027297.36 rows=13 width=13)
   Hash Cond: (p.id = p.id)
   ->  Index Scan using loans_m13 on loans p  (cost=0.00..36.01 rows=13 
width=17)
         Index Cond: ((customer_id = 10287151) AND ((status_cd)::text = 
'paid_off'::text))
         Filter: ((loan_type_cd)::text = ANY ('{payday,cso}'::text[]))
   ->  Hash  (cost=2902419.07..2902419.07 rows=6145927 width=4)
         ->  Hash Join  (cost=2028047.07..2902419.07 rows=6145927 width=4)
               Hash Cond: (p.id = ls.loan_id)
               ->  Seq Scan on loans p  (cost=0.00..688444.00 rows=10785509 
width=4)
                     Filter: ((loan_type_cd)::text = ANY 
('{payday,cso}'::text[]))
               ->  Hash  (cost=2015866.17..2015866.17 rows=974472 width=4)
                     ->  HashAggregate  (cost=2006121.45..2015866.17 
rows=974472 width=4)
                           ->  Seq Scan on loan_statuses ls  
(cost=0.00..1984724.84 rows=8558646 width=4)
                                 Filter: ((status_cd)::text = 
'in_default'::text)
(14 rows)

cnuapp_p...@postgres10.obr=#

--
Jim C. Nasby, Database Architect                   j...@nasby.net
512.569.9461 (cell)                         http://jim.nasby.net


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