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Tue, 22 Mar 2022 12:57:10 +0000 From: Prajna Shetty To: Tom Lane , "pgsql-bugs@lists.postgresql.org" , "pgsql-performance@postgresql.org" CC: Beenu Sharma , Pranabesh Saha , Surya Susai Subject: Performance issue post upgrade on Version 13 - Incorrect Estimation Cost choosing Hash Aggregate-Nested Left Loop Join Thread-Topic: Performance issue post upgrade on Version 13 - Incorrect Estimation Cost choosing Hash Aggregate-Nested Left Loop Join Thread-Index: Adg9GRE34VNupV77QOGWWNagaQKA/QAEsQkAAAVvxlA= Date: Tue, 22 Mar 2022 12:57:10 +0000 Message-ID: References: <1872582.1647871148@sss.pgh.pa.us> In-Reply-To: <1872582.1647871148@sss.pgh.pa.us> Accept-Language: en-GB, en-US Content-Language: en-US X-MS-Has-Attach: yes X-MS-TNEF-Correlator: Authentication-Results-Original: dkim=none (message not signed) header.d=none;dmarc=none action=none header.from=mindtree.com; X-MS-Office365-Filtering-Correlation-Id: feaab864-007c-489a-fafa-08da0c037cb0 x-ms-traffictypediagnostic: PN3PR01MB7095:EE_|SG2APC01FT0064:EE_|MAZPR01MB8370:EE_ X-Microsoft-Antispam-PRVS: xloop-fp-dlp: True X-MS-Exchange-SenderADCheck: 1 X-MS-Exchange-AntiSpam-Relay: 0 X-Microsoft-Antispam-Untrusted: BCL:0; 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boundary="_000_MAZPR01MB54690C89F014DCA4FB551B6592179MAZPR01MB5469INDP_" --_000_MAZPR01MB54690C89F014DCA4FB551B6592179MAZPR01MB5469INDP_ Content-Type: text/plain; charset="us-ascii" Content-Transfer-Encoding: quoted-printable ++ pgsql-performance@postgresql.org Hello Team, There is change in query plan in 12.4 version and Version 13 resulting in p= erformance slowness post upgrade. * In 12.4 version, Sort Operation Group Aggregate is selected which r= esults to Merge Join. Query takes ~5 seconds. * In 13.5 version, optimizer wrongly estimates and due to new Disk Ba= sed Hash Aggregate feature, it prefers Hash Aggregate instead of Sort Opera= tion which finally blocks merge-join and chooses Nested Loop Left Join. Que= ry takes ~5 minutes. NOTE: Disabling Hash Aggregate on instance level forces optimizer to = choose merge operation but such instance level modification is not possible= in terms of Application Functionality. This performance issue is on all over most of queries. Attached one of the = query and its plan in both version for reference in case that helps for rec= reating the issue. Version 13 query plan has lower estimated cost than that of 12.4 which impl= ies 13.5 planner thought it found a better plan, but it is running slower a= nd actual cost show more. 12.4 Version: "Merge Right Join (cost=3D202198.78..295729.10 rows=3D1 width=3D8) (actual= time=3D1399.727..5224.574 rows=3D296 loops=3D1)" 13.5 version:- "Nested Loop Left Join (cost=3D196360.90..287890.45 rows=3D1 width=3D8) (a= ctual time=3D3209.577..371300.693 rows=3D296 loops=3D1)" Details:- 1. It is AWS Aurora-Postgresql RDS instance. We have raised case with = AWS and since this issue is a regression coming from the community PostgreS= QL code, we would like to raise bug here. 2. We were upgrading from 12.4 version to (13.4 and later) 3. vCPU: 2 , RAM: 8 GB 4. Attached Stats for all tables in this schema for your reference. 5. Attached is metadata for one of the table person for your reference= . We have performed many such below steps, but it did not help:- 1. We have performed Vacuum/Analyze/Reindex post Upgrade. 2. Tweaked work_mem so it does not spill to Disk. We can Disk Usage Bu= t it is still using Hash Aggregate and came down from 5 minutes to 20 secon= ds. (Expected ~5 seconds). Attached plan after modifying work_mem 3. Disabled Seqcan/ nestedloop 4. Tweaked random_page_cost/seq_page_cost 5. Set default_statistics_target=3D1000 and then run vacuum(analyze,ve= rbose) on selected tables. 6. We have also tested performance by increasing resources up to 4 vCP= U and 32 GB RAM. Could you please check and confirm if this incorrect Cost Estimation is kno= wn concern in Version 13 where in some cases optimizer calculates and prefe= rs Hash Aggregate=3D=3D>Nested Left Loop Join instead of Merge Join? Thanks & Regards, Prajna Shetty Technical Specialist, Data Platform Support & Delivery -----Original Message----- From: Tom Lane Sent: Monday, March 21, 2022 7:29 PM To: Prajna Shetty Cc: pgsql-bugs@lists.postgresql.org; Beenu Sharma Subject: Re: Performance issue post upgrade on Version 13 - Incorrect Estim= ation Cost choosing Hash Aggregate-Nested Left Loop Join * This e-mail originated outside of Mindtree. Exercise caution before click= ing links or opening attachments * Prajna Shetty > writes: > There is change in query plan in 12.4 version and Version 13 resulting in= performance slowness post upgrade. Standard upgrade methods don't transfer statistics from the old version, so= the first question to ask is have you ANALYZE'd the relevant tables since = upgrading? If you have, then to offer useful help with this we'll need to see all the = details described in https://apc01.safelinks.protection.outlook.com/?url=3Dhttps%3A%2F%2Fwiki.po= stgresql.org%2Fwiki%2FSlow_Query_Questions&data=3D04%7C01%7CPrajna.Shet= ty%40mindtree.com%7C5ca04f6fdd7b452f51f508da0b42fc8e%7C85c997b9f49446b3a11d= 772983cf6f11%7C0%7C0%7C637834679772208865%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiM= C4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C2000&sdata= =3Dsx8OsD%2FpfdcSHV%2FUsm4Vtm7tadbZIugLFZaXfD7X%2BZc%3D&reserved=3D0 In any case, this is unlikely to be a bug. The pgsql-performance list woul= d be a more suitable place to discuss it. regards, tom lane ________________________________ http://www.mindtree.com/email/disclaimer.html --_000_MAZPR01MB54690C89F014DCA4FB551B6592179MAZPR01MB5469INDP_ Content-Type: text/html; charset="us-ascii" Content-Transfer-Encoding: quoted-printable
 
Hello Team,
 
There is change in query plan in 12.4 version = and Version 13 resulting in performance slowness post upgrade.
 
  • In 12.4 version, Sort Operation Group Aggregate is selected which resul= ts to Merge Join. Query takes ~5 seconds.
  • In 13.5 version, optimize= r wrongly estimates and due to new Disk Based Hash Aggregate feature, it pr= efers Hash Aggregate instead of Sort Operation which finally blocks merge-j= oin and chooses Nested Loop Left Join. Query takes ~5 minutes.
    •
 
NOTE: <= /b>Disabling Hash Aggregate on instance level forces optimizer to choose me= rge operation but such instance level modification is not possible in terms= of Application Functionality.
 
This performance issue is on all over most of = queries. Attached one of the query and its plan in both version for referen= ce in case that helps for recreating the issue.
 
Version 13 query pl= an has lower estimated cost than that of 12.4 which implies 13.5 planner th= ought it found a better plan, but it is running slower and actual cost show= more.
 
12.4 Version:
"Merge Right J= oin  (cost=3D202198.78..295729.10 rows=3D1 width=3D8) (actual t= ime=3D1399.727..5224.574 rows=3D296 loops=3D1)"
 
13.5 version:-
"Nested Loop L= eft Join  (cost=3D196360.90..287890.45 rows=3D1 width=3D8) (act= ual time=3D3209.577..371300.693 rows=3D296 loops=3D1)"
 
Details:-
  1. It is AWS Aurora-Postgresql RDS instance. We have raised case with AWS = and since this issue is a regression coming from the community PostgreSQL c= ode, we would like to raise bug here.
  2. We were upgrading from 12.4 v= ersion to (13.4 and later)
  3. vCPU: 2 , RAM: 8 GB
  4. Attached Sta= ts for all tables in this schema for your reference.
  1. Attached is metadata for one of the table person for your= reference.
    2.
We have performed many such below steps, but i= t did not help:-
 
  1. We have performed Vacuum/Analyze/Reindex post Upgrade.
  2. Tweaked = work_mem so it does not spill to Disk. We can Disk Usage But it is still us= ing Hash Aggregate and came down from 5 minutes to 20 seconds. (Expected ~5= seconds). Attached plan after modifying work_mem
    3.
  1. Disabled Seqcan/ nestedloop
  2. Tweaked random_page_cost/seq_page_c= ost
  3. Set default_statistics_target=3D1000 and then run vacuum(analyz= e,verbose) on selected tables.
  4. We have also tested performance by i= ncreasing resources up to 4 vCPU and 32 GB RAM.
    5.
 
Could you please check and confirm if this inc= orrect Cost Estimation is known concern in Version 13 where in some cases o= ptimizer calculates and prefers Hash AggregateèNested Left Loop Join instead of Merge Join?
 
 
 
Thanks & Regards,
 
Prajna Shetty
Technical Specialist, <= /div>
Data Platform Supp= ort & Delivery
 
 
 
 
-----Original Message-----
From: Tom Lane <tgl@sss.pgh.pa.us>
Sent: Monday, March 21, 2022 7:29 PM
To: Prajna Shetty <Prajna.Shetty@mindtree.com>
Cc: pgsql-bugs@lists.postgresql.org; Beenu Sharma <Beenu.Sharma@mindtree= .com>
Subject: Re: Performance issue post upgrade on Version 13 - Incorrect Estim= ation Cost choosing Hash Aggregate-Nested Left Loop Join
 
* This e-mail originated outside of Mindtree. Exercise caution before = clicking links or opening attachments *
 
Prajna Shetty <Prajna= .Shetty@mindtree.com> writes:
> There is change in query plan in 12.4 version and Version 13 resu= lting in performance slowness post upgrade.
 
Standard upgrade methods don't transfer statistics from the old versio= n, so the first question to ask is have you ANALYZE'd the relevant tables s= ince upgrading?
 
If you have, then to offer useful help with this we'll need to see all= the details described in
 
 
In any case, this is unlikely to be a bug.  The pgsql-performance= list would be a more suitable place to discuss it.
 
           &nbs= p;            regard= s, tom lane
 

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