Received: from malur.postgresql.org ([217.196.149.56]) by arkaria.postgresql.org with esmtps (TLS1.3) tls TLS_ECDHE_RSA_WITH_AES_256_GCM_SHA384 (Exim 4.94.2) (envelope-from ) id 1sWz5a-000pmj-Fj for pgsql-hackers@arkaria.postgresql.org; Thu, 25 Jul 2024 14:05:03 +0000 Received: from localhost ([127.0.0.1] helo=malur.postgresql.org) by malur.postgresql.org with esmtp (Exim 4.94.2) (envelope-from ) id 1sWz5Y-00Fccg-PV for pgsql-hackers@arkaria.postgresql.org; Thu, 25 Jul 2024 14:05:00 +0000 Received: from makus.postgresql.org ([2001:4800:3e1:1::229]) by malur.postgresql.org with esmtps (TLS1.3) tls TLS_ECDHE_RSA_WITH_AES_256_GCM_SHA384 (Exim 4.94.2) (envelope-from ) id 1sWz5X-00FccX-TK for pgsql-hackers@lists.postgresql.org; Thu, 25 Jul 2024 14:05:00 +0000 Received: from mail.postgrespro.ru ([93.174.131.139]) by makus.postgresql.org with esmtps (TLS1.3) tls TLS_ECDHE_RSA_WITH_AES_256_GCM_SHA384 (Exim 4.94.2) (envelope-from ) id 1sWz5O-001NtI-K4 for pgsql-hackers@lists.postgresql.org; Thu, 25 Jul 2024 14:04:58 +0000 DKIM-Signature: v=1; a=rsa-sha256; c=relaxed/simple; d=postgrespro.ru; s=mx2023; t=1721916286; bh=UcVSkN0IxAsJoySaiABukA/koCGh1wM3foL1YL3+DxU=; h=Message-ID:Date:User-Agent:Subject:To:Cc:References:From: In-Reply-To:From; b=r2r/KbFXN6Zdvga957yJOZNpPzceafGXVoz7UoKZulGeTCr77GW+Jz6BOOh3LFZh9 IQIQuogi0bGKxuNITwDKAIMKfIlMvXrnWvogEblqBliHbx4zU57Gygzjqjb1cZmZRw yErVXl0nD3qkbSadHjYcJMuk1wap1dt8bHGOHfvzkenr8MuYmI8qtjM/woNZ3iz3oD 0ZbhuHvns6ZXKNKNN0OpoQ3jQLseMxY+fqw6fRKcDjg0ApIWZ5whmCdA9TvEOW8j7t tm43t5AlqR0ePleIaKb5FPGcXQW6E9W4EvSm77LkVJCySbbJiEIHsq3HuxGSDY/Ggd 0drClSZbMj3iw== Received: from [192.168.196.77] (unknown [93.174.131.141]) (using TLSv1.3 with cipher TLS_AES_128_GCM_SHA256 (128/128 bits) key-exchange X25519 server-signature RSA-PSS (2048 bits) server-digest SHA256) (Client did not present a certificate) (Authenticated sender: a.rybakina@postgrespro.ru) by mail.postgrespro.ru (Postfix/587) with ESMTPSA id 10BFF60274; Thu, 25 Jul 2024 17:04:45 +0300 (MSK) Content-Type: multipart/mixed; boundary="------------OQroPYSjAYKCTuT0oWW9GZN9" Message-ID: <759292d5-cb51-4b12-89fa-576c1d9b374d@postgrespro.ru> Date: Thu, 25 Jul 2024 17:04:44 +0300 MIME-Version: 1.0 User-Agent: Mozilla Thunderbird Subject: Re: POC, WIP: OR-clause support for indexes To: Alexander Korotkov Cc: Nikolay Shaplov , pgsql-hackers@lists.postgresql.org, Andrei Lepikhov , jian he , Robert Haas , pgsql-hackers@postgresql.org, Peter Geoghegan , "Finnerty, Jim" , Marcos Pegoraro , teodor@sigaev.ru, Tomas Vondra , Peter Eisentraut , Ranier Vilela References: <567ED6CA.2040504@sigaev.ru> <8969055.VV5PYv0bhD@thinkpad-pgpro> <38289f6c-b8c0-4713-8fb5-703fe771872a@postgrespro.ru> Content-Language: en-US From: Alena Rybakina In-Reply-To: X-KSMG-AntiPhishing: NotDetected, bases: 2024/07/25 11:42:00 X-KSMG-AntiSpam-Interceptor-Info: not scanned X-KSMG-AntiSpam-Status: not scanned, disabled by settings X-KSMG-AntiVirus: Kaspersky Secure Mail Gateway, version 2.1.0.7854, bases: 2024/07/25 12:34:00 #26147433 X-KSMG-AntiVirus-Status: NotDetected, skipped X-KSMG-LinksScanning: not scanned, disabled by settings X-KSMG-Message-Action: skipped X-KSMG-Rule-ID: 1 List-Id: List-Help: List-Subscribe: List-Post: List-Owner: List-Archive: Archived-At: Precedence: bulk This is a multi-part message in MIME format. --------------OQroPYSjAYKCTuT0oWW9GZN9 Content-Type: multipart/alternative; boundary="------------YOQW3HC2Lo21M26zQTKgRkrW" --------------YOQW3HC2Lo21M26zQTKgRkrW Content-Type: text/plain; charset=UTF-8; format=flowed Content-Transfer-Encoding: 8bit On 22.07.2024 03:52, Alexander Korotkov wrote: > Hi, Alena! > > Let me answer to some of your findings. > > On Mon, Jul 22, 2024 at 12:53 AM Alena Rybakina > wrote: >> To be honest,I saw a larger problem. Look at the query bellow: >> >> master: >> >> alena@postgres=# create table t (a int not null, b int not null, c int not null); >> insert into t (select 1, 1, i from generate_series(1,10000) i); >> insert into t (select i, 2, 2 from generate_series(1,10000) i); >> create index t_a_b_idx on t (a, b); > Just a side note. As I mention in [1], there is missing statement > create index t_a_b_idx on t (a, b); > to get same plan as in [2]. > >> create statistics t_a_b_stat (mcv) on a, b from t; >> create statistics t_b_c_stat (mcv) on b, c from t; >> vacuum analyze t; >> CREATE TABLE >> INSERT 0 10000 >> INSERT 0 10000 >> CREATE INDEX >> CREATE STATISTICS >> CREATE STATISTICS >> VACUUM >> alena@postgres=# explain select * from t where a = 1 and (b = 1 or b = 2) and c = 2; >> QUERY PLAN >> ------------------------------------------------------------------------------ >> Bitmap Heap Scan on t (cost=156.55..465.57 rows=5001 width=12) >> Recheck Cond: (a = 1) >> Filter: ((c = 2) AND ((b = 1) OR (b = 2))) >> -> Bitmap Index Scan on t_a_b_idx (cost=0.00..155.29 rows=10001 width=0) >> Index Cond: (a = 1) >> (5 rows) >> >> >> The query plan if v26[0] and v27[1] versions are equal and wrong in my opinion -where is c=2 expression? >> >> v27 [1] >> alena@postgres=# explain select * from t where a = 1 and (b = 1 or b = 2) and c = 2; >> QUERY PLAN >> ------------------------------------------------------------------------------ >> Bitmap Heap Scan on t (cost=165.85..474.87 rows=5001 width=12) >> Recheck Cond: ((a = 1) AND (b = ANY ('{1,2}'::integer[]))) >> Filter: (c = 2) >> -> Bitmap Index Scan on t_a_b_idx (cost=0.00..164.59 rows=10001 width=0) >> Index Cond: ((a = 1) AND (b = ANY ('{1,2}'::integer[]))) >> (5 rows) >> v26 [0] >> alena@postgres=# explain select * from t where a = 1 and (b = 1 or b = 2) and c = 2; >> QUERY PLAN >> ------------------------------------------------------------------------------ >> Bitmap Heap Scan on t (cost=165.85..449.86 rows=5001 width=12) >> Recheck Cond: ((a = 1) AND (b = ANY ('{1,2}'::integer[]))) >> Filter: (c = 2) >> -> Bitmap Index Scan on t_a_b_idx (cost=0.00..164.59 rows=10001 width=0) >> Index Cond: ((a = 1) AND (b = ANY ('{1,2}'::integer[]))) >> (5 rows) > I think both v26 and v27 are correct here. The c = 2 condition is in > the Filter. Yes, I see it and agree with that. >> In addition, I noticed that the ANY expression will be formed only for first group and ignore for others, like in the sample bellow: >> >> v26 version [0]: >> >> alena@postgres=# explain select * from t where (b = 1 or b = 2) and (a = 2 or a=3); >> QUERY PLAN >> ----------------------------------------------------------------------------------- >> Index Scan using t_a_b_idx on t (cost=0.29..24.75 rows=2 width=12) >> Index Cond: ((a = ANY ('{2,3}'::integer[])) AND (b = ANY ('{1,2}'::integer[]))) >> (2 rows) >> >> v27 version [1]: >> >> alena@postgres=# explain select * from t where (b = 1 or b = 2 or a = 2 or a=3); >> QUERY PLAN >> -------------------------------------------------------- >> Seq Scan on t (cost=0.00..509.00 rows=14999 width=12) >> Filter: ((b = 1) OR (b = 2) OR (a = 2) OR (a = 3)) >> (2 rows) > Did you notice you're running different queries on v26 and v27 here? > If you will run ton v27 the same query you run on v26, the plan also > will be the same. > >> alena@postgres=# create index a_idx on t(a); >> CREATE INDEX >> alena@postgres=# create index b_idx on t(b); >> CREATE INDEX >> alena@postgres=# analyze; >> ANALYZE >> >> v26: >> >> alena@postgres=# explain select * from t where (b = 1 or b = 2 or a = 2 or a=3); >> QUERY PLAN >> ------------------------------------------------------------------------------------ >> Bitmap Heap Scan on t (cost=17.18..30.94 rows=4 width=12) >> Recheck Cond: ((a = ANY ('{2,3}'::integer[])) OR (a = ANY ('{2,3}'::integer[]))) >> -> BitmapOr (cost=17.18..17.18 rows=4 width=0) >> -> Bitmap Index Scan on a_idx (cost=0.00..8.59 rows=2 width=0) >> Index Cond: (a = ANY ('{2,3}'::integer[])) >> -> Bitmap Index Scan on a_idx (cost=0.00..8.59 rows=2 width=0) >> Index Cond: (a = ANY ('{2,3}'::integer[])) >> (7 rows) >> >> v27: >> >> alena@postgres=# explain select * from t where (b = 1 or b = 2 or a = 2 or a=3); >> QUERY PLAN >> -------------------------------------------------------- >> Seq Scan on t (cost=0.00..509.00 rows=14999 width=12) >> Filter: ((b = 1) OR (b = 2) OR (a = 2) OR (a = 3)) >> (2 rows) >> >> The behavior in version 26 is incorrect, but in version 27, it does not select anything other than seqscan > Please, check that there is still possibility to the generate BitmapOr plan. It is fine, I think. The transformation works, but due to the fact that index columns are different for two indexes, the transformation hasn't been applied. > > # explain select * from t where (b = 1 or b = 2 or a = 2 or a = 3); > QUERY PLAN > ------------------------------------------------------------------------------------ > Bitmap Heap Scan on t (cost=326.16..835.16 rows=14999 width=12) > Recheck Cond: ((b = 1) OR (b = 2) OR (a = 2) OR (a = 3)) > -> BitmapOr (cost=326.16..326.16 rows=20000 width=0) > -> Bitmap Index Scan on t_b_c_idx (cost=0.00..151.29 > rows=10000 width=0) > Index Cond: (b = 1) > -> Bitmap Index Scan on t_b_c_idx (cost=0.00..151.29 > rows=10000 width=0) > Index Cond: (b = 2) > -> Bitmap Index Scan on t_a_b_idx (cost=0.00..4.29 rows=1 width=0) > Index Cond: (a = 2) > -> Bitmap Index Scan on t_a_b_idx (cost=0.00..4.29 rows=1 width=0) > Index Cond: (a = 3) > > It has higher cost than SeqScan plan, but I think it would be selected > on larger tables. And yes, this is not ideal, because it fails to > generate BitmapOr over two IndexScans on SAOPs. But it's not worse > than what current master does. An optimization doesn't have to do > everything it could possible do. So, I think this could be improved > in a separate patch. > > Links > 1.https://www.postgresql.org/message-id/CAPpHfdvhWE5pArZhgJeLViLx3-A3rxEREZvfkTj3E%3Dh7q-Bx9w%40mail.gmail.com > 2.https://www.postgresql.org/message-id/CAPpHfdtSXxhdv3mLOLjEewGeXJ%2BFtfhjqodn1WWuq5JLsKx48g%40mail.gmail.com Yes, I see and agree with you. To be honest, I have found a big problem in this patch - we try to perform the transformation every time we examime a column: for (indexcol = 0; indexcol < index->nkeycolumns; indexcol++) { ... } I have fixed it and moved the transformation before going through the loop. I try to make an array expression for "OR" expr, but at the same time I form the result as an "AND" expression, consisting of an "Array" expression and "OR" expressions, and then I check whether there is an index for this column, if so, I save it and write down the transformation. I also had to return the previous part of the patch, where we formed "ANY" groups, since we could end up with several such groups. I hope I made my idea clear, but if not, please tell me. Unfortunately, I have got the different result one of the query from regression tests and I'm not sure if it is correct: diff -U3 /home/alena/postgrespro_or3/src/test/regress/expected/create_index.out /home/alena/postgrespro_or3/src/test/regress/results/create_index.out --- /home/alena/postgrespro_or3/src/test/regress/expected/create_index.out 2024-07-23 18:51:13.077311360 +0300 +++ /home/alena/postgrespro_or3/src/test/regress/results/create_index.out 2024-07-25 16:43:56.895132328 +0300 @@ -1860,13 +1860,14 @@ EXPLAIN (COSTS OFF) SELECT * FROM tenk1 WHERE thousand = 42 AND (tenthous = 1 OR tenthous = (SELECT 1 + 2) OR tenthous = 42); - QUERY PLAN ----------------------------------------------------------------------------------------- + QUERY PLAN +--------------------------------------------------------------------------------- Index Scan using tenk1_thous_tenthous on tenk1 - Index Cond: ((thousand = 42) AND (tenthous = ANY (ARRAY[1, (InitPlan 1).col1, 42]))) + Index Cond: ((thousand = 42) AND (tenthous = ANY ('{1,-1,42}'::integer[]))) + Filter: ((tenthous = 1) OR (tenthous = (InitPlan 1).col1) OR (tenthous = 42)) InitPlan 1 -> Result -(4 rows) +(5 rows) SELECT * FROM tenk1 WHERE thousand = 42 AND (tenthous = 1 OR tenthous = (SELECT 1 + 2) OR tenthous = 42); I'm researching what's wrong here now. -- Regards, Alena Rybakina Postgres Professional:http://www.postgrespro.com The Russian Postgres Company --------------YOQW3HC2Lo21M26zQTKgRkrW Content-Type: text/html; charset=UTF-8 Content-Transfer-Encoding: 8bit
On 22.07.2024 03:52, Alexander Korotkov wrote:
Hi, Alena!

Let me answer to some of your findings.

On Mon, Jul 22, 2024 at 12:53 AM Alena Rybakina
<a.rybakina@postgrespro.ru> wrote:

To be honest,I saw a larger problem. Look at the query bellow:

master:

alena@postgres=# create table t (a int not null, b int not null, c int not null);
insert into t (select 1, 1, i from generate_series(1,10000) i);
insert into t (select i, 2, 2 from generate_series(1,10000) i);
create index t_a_b_idx on t (a, b);

Just a side note.  As I mention in [1], there is missing statement
create index t_a_b_idx on t (a, b);
to get same plan as in [2].


create statistics t_a_b_stat (mcv) on a, b from t;
create statistics t_b_c_stat (mcv) on b, c from t;
vacuum analyze t;
CREATE TABLE
INSERT 0 10000
INSERT 0 10000
CREATE INDEX
CREATE STATISTICS
CREATE STATISTICS
VACUUM
alena@postgres=# explain select * from t where a = 1 and (b = 1 or b = 2) and c = 2;
                                  QUERY PLAN
------------------------------------------------------------------------------
 Bitmap Heap Scan on t  (cost=156.55..465.57 rows=5001 width=12)
   Recheck Cond: (a = 1)
   Filter: ((c = 2) AND ((b = 1) OR (b = 2)))
   ->  Bitmap Index Scan on t_a_b_idx  (cost=0.00..155.29 rows=10001 width=0)
         Index Cond: (a = 1)
(5 rows)


The query plan if v26[0] and v27[1] versions are equal and wrong in my opinion -where is c=2 expression?

v27 [1]
alena@postgres=# explain select * from t where a = 1 and (b = 1 or b = 2) and c = 2;
                                  QUERY PLAN
------------------------------------------------------------------------------
 Bitmap Heap Scan on t  (cost=165.85..474.87 rows=5001 width=12)
   Recheck Cond: ((a = 1) AND (b = ANY ('{1,2}'::integer[])))
   Filter: (c = 2)
   ->  Bitmap Index Scan on t_a_b_idx  (cost=0.00..164.59 rows=10001 width=0)
         Index Cond: ((a = 1) AND (b = ANY ('{1,2}'::integer[])))
(5 rows)
v26 [0]
alena@postgres=# explain select * from t where a = 1 and (b = 1 or b = 2) and c = 2;
                                  QUERY PLAN
------------------------------------------------------------------------------
 Bitmap Heap Scan on t  (cost=165.85..449.86 rows=5001 width=12)
   Recheck Cond: ((a = 1) AND (b = ANY ('{1,2}'::integer[])))
   Filter: (c = 2)
   ->  Bitmap Index Scan on t_a_b_idx  (cost=0.00..164.59 rows=10001 width=0)
         Index Cond: ((a = 1) AND (b = ANY ('{1,2}'::integer[])))
(5 rows)

I think both v26 and v27 are correct here.  The c = 2 condition is in
the Filter.
Yes, I see it and agree with that. 
In addition, I noticed that the ANY expression will be formed only for first group and ignore for others, like in the sample bellow:

v26 version [0]:

alena@postgres=# explain select * from t where (b = 1 or b = 2) and (a = 2 or a=3);
                                    QUERY PLAN
-----------------------------------------------------------------------------------
 Index Scan using t_a_b_idx on t  (cost=0.29..24.75 rows=2 width=12)
   Index Cond: ((a = ANY ('{2,3}'::integer[])) AND (b = ANY ('{1,2}'::integer[])))
(2 rows)

v27 version [1]:

alena@postgres=# explain select * from t where (b = 1 or b = 2 or a = 2 or a=3);
                       QUERY PLAN
--------------------------------------------------------
 Seq Scan on t  (cost=0.00..509.00 rows=14999 width=12)
   Filter: ((b = 1) OR (b = 2) OR (a = 2) OR (a = 3))
(2 rows)

Did you notice you're running different queries on v26 and v27 here?
If you will run ton v27 the same query you run on v26, the plan also
will be the same.


alena@postgres=# create index a_idx on t(a);
CREATE INDEX
alena@postgres=# create index b_idx on t(b);
CREATE INDEX
alena@postgres=# analyze;
ANALYZE

v26:

alena@postgres=# explain select * from t where (b = 1 or b = 2 or a = 2 or a=3);
                                     QUERY PLAN
------------------------------------------------------------------------------------
 Bitmap Heap Scan on t  (cost=17.18..30.94 rows=4 width=12)
   Recheck Cond: ((a = ANY ('{2,3}'::integer[])) OR (a = ANY ('{2,3}'::integer[])))
   ->  BitmapOr  (cost=17.18..17.18 rows=4 width=0)
         ->  Bitmap Index Scan on a_idx  (cost=0.00..8.59 rows=2 width=0)
               Index Cond: (a = ANY ('{2,3}'::integer[]))
         ->  Bitmap Index Scan on a_idx  (cost=0.00..8.59 rows=2 width=0)
               Index Cond: (a = ANY ('{2,3}'::integer[]))
(7 rows)

v27:

alena@postgres=# explain select * from t where (b = 1 or b = 2 or a = 2 or a=3);
                       QUERY PLAN
--------------------------------------------------------
 Seq Scan on t  (cost=0.00..509.00 rows=14999 width=12)
   Filter: ((b = 1) OR (b = 2) OR (a = 2) OR (a = 3))
(2 rows)

The behavior in version 26 is incorrect, but in version 27, it does not select anything other than seqscan

Please, check that there is still possibility to the generate BitmapOr plan.
It is fine, I think. The transformation works, but due to the fact that index columns are different for two indexes, the transformation hasn't been applied.

# explain select * from t where (b = 1 or b = 2 or a = 2 or a = 3);
                                     QUERY PLAN
------------------------------------------------------------------------------------
 Bitmap Heap Scan on t  (cost=326.16..835.16 rows=14999 width=12)
   Recheck Cond: ((b = 1) OR (b = 2) OR (a = 2) OR (a = 3))
   ->  BitmapOr  (cost=326.16..326.16 rows=20000 width=0)
         ->  Bitmap Index Scan on t_b_c_idx  (cost=0.00..151.29
rows=10000 width=0)
               Index Cond: (b = 1)
         ->  Bitmap Index Scan on t_b_c_idx  (cost=0.00..151.29
rows=10000 width=0)
               Index Cond: (b = 2)
         ->  Bitmap Index Scan on t_a_b_idx  (cost=0.00..4.29 rows=1 width=0)
               Index Cond: (a = 2)
         ->  Bitmap Index Scan on t_a_b_idx  (cost=0.00..4.29 rows=1 width=0)
               Index Cond: (a = 3)

It has higher cost than SeqScan plan, but I think it would be selected
on larger tables.  And yes, this is not ideal, because it fails to
generate BitmapOr over two IndexScans on SAOPs.  But it's not worse
than what current master does.  An optimization doesn't have to do
everything it could possible do.  So, I think this could be improved
in a separate patch.

Links
1. https://www.postgresql.org/message-id/CAPpHfdvhWE5pArZhgJeLViLx3-A3rxEREZvfkTj3E%3Dh7q-Bx9w%40mail.gmail.com
2. https://www.postgresql.org/message-id/CAPpHfdtSXxhdv3mLOLjEewGeXJ%2BFtfhjqodn1WWuq5JLsKx48g%40mail.gmail.com

Yes, I see and agree with you.

To be honest, I have found a big problem in this patch - we try to perform the transformation every time we examime a column:

for (indexcol = 0; indexcol < index->nkeycolumns; indexcol++) { ...

}

I have fixed it and moved the transformation before going through the loop.

I try to make an array expression for "OR" expr, but at the same time I form the result as an "AND" expression, consisting of an "Array" expression and "OR" expressions, and then I check whether there is an index for this column, if so, I save it and write down the transformation. I also had to return the previous part of the patch, where we formed "ANY" groups, since we could end up with several such groups. I hope I made my idea clear, but if not, please tell me.

Unfortunately, I have got the different result one of the query from regression tests and I'm not sure if it is correct:

diff -U3 /home/alena/postgrespro_or3/src/test/regress/expected/create_index.out /home/alena/postgrespro_or3/src/test/regress/results/create_index.out --- /home/alena/postgrespro_or3/src/test/regress/expected/create_index.out 2024-07-23 18:51:13.077311360 +0300 +++ /home/alena/postgrespro_or3/src/test/regress/results/create_index.out 2024-07-25 16:43:56.895132328 +0300 @@ -1860,13 +1860,14 @@ EXPLAIN (COSTS OFF) SELECT * FROM tenk1 WHERE thousand = 42 AND (tenthous = 1 OR tenthous = (SELECT 1 + 2) OR tenthous = 42); - QUERY PLAN ----------------------------------------------------------------------------------------- + QUERY PLAN +--------------------------------------------------------------------------------- Index Scan using tenk1_thous_tenthous on tenk1 - Index Cond: ((thousand = 42) AND (tenthous = ANY (ARRAY[1, (InitPlan 1).col1, 42]))) + Index Cond: ((thousand = 42) AND (tenthous = ANY ('{1,-1,42}'::integer[]))) + Filter: ((tenthous = 1) OR (tenthous = (InitPlan 1).col1) OR (tenthous = 42)) InitPlan 1 -> Result -(4 rows) +(5 rows) SELECT * FROM tenk1 WHERE thousand = 42 AND (tenthous = 1 OR tenthous = (SELECT 1 + 2) OR tenthous = 42);

I'm researching what's wrong here now. 

-- 
Regards,
Alena Rybakina
Postgres Professional: http://www.postgrespro.com
The Russian Postgres Company
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