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POC, WIP: OR-clause support for indexes
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* POC, WIP: OR-clause support for indexes
@ 2015-12-26 18:04  Teodor Sigaev <[email protected]>
  0 siblings, 5 replies; 48+ messages in thread

From: Teodor Sigaev @ 2015-12-26 18:04 UTC (permalink / raw)
  To: pgsql-hackers

I'd like to present OR-clause support for indexes. Although OR-clauses could be 
supported by bitmapOR index scan it isn't very effective and such scan lost any 
order existing in index. We (with Alexander Korotkov) presented results on 
Vienna's conference this year. In short, it provides performance improvement:

EXPLAIN ANALYZE
SELECT count(*) FROM tst WHERE id = 5 OR id = 500 OR id = 5000;
me=0.080..0.267 rows=173 loops=1)
          Recheck Cond: ((id = 5) OR (id = 500) OR (id = 5000))
          Heap Blocks: exact=172
          ->  Bitmap Index Scan on idx_gin  (cost=0.00..57.50 rows=15000 
width=0) (actual time=0.059..0.059 rows=147 loops=1)
                Index Cond: ((id = 5) OR (id = 500) OR (id = 5000))
  Planning time: 0.077 ms
  Execution time: 0.308 ms   <-------
                                                             QUERY PLAN 

-----------------------------------------------------------------------------------------------------------------------------------
  Aggregate  (cost=51180.53..51180.54 rows=1 width=0) (actual 
time=796.766..796.766 rows=1 loops=1)
    ->  Index Only Scan using idx_btree on tst  (cost=0.42..51180.40 rows=55 
width=0) (actual time=0.444..796.736 rows=173 loops=1)
          Filter: ((id = 5) OR (id = 500) OR (id = 5000))
          Rows Removed by Filter: 999829
          Heap Fetches: 1000002
  Planning time: 0.087 ms
  Execution time: 796.798 ms  <------
                                                 QUERY PLAN 

-------------------------------------------------------------------------------------------------------------
  Aggregate  (cost=21925.63..21925.64 rows=1 width=0) (actual 
time=160.412..160.412 rows=1 loops=1)
    ->  Seq Scan on tst  (cost=0.00..21925.03 rows=237 width=0) (actual 
time=0.535..160.362 rows=175 loops=1)
          Filter: ((id = 5) OR (id = 500) OR (id = 5000))
          Rows Removed by Filter: 999827
  Planning time: 0.459 ms
  Execution time: 160.451 ms


It also could work together with KNN feature of GiST and in this case 
performance improvement could be up to several orders of magnitude, in 
artificial example it was 37000 times faster.

Not all  indexes can support oR-clause, patch adds support to GIN, GiST and BRIN 
indexes. pg_am table is extended for adding amcanorclause column which indicates 
possibility of executing of OR-clause by index.

  indexqual and indexqualorig doesn't contain implicitly-ANDed list of index 
qual expressions, now that lists could contain OR RestrictionInfo. Actually, the 
patch just tries to convert BitmapOr node to IndexScan or IndexOnlyScan. Thats 
significantly simplifies logic to find possible clause's list for index.
Index always gets a array of ScanKey but for indexes which support OR-clauses
array  of ScanKey is actually exection tree in reversed polish notation form. 
Transformation is done in ExecInitIndexScan().

The problems on the way which I see for now:
1 Calculating cost. Right now it's just a simple transformation of costs 
computed for BitmapOr path. I'd like to hope that's possible and so index's 
estimation function could be non-touched. So, they could believe that all 
clauses are implicitly-ANDed
2 I'd like to add such support to btree but it seems that it should be a 
separated patch. Btree search algorithm doesn't use any kind of stack of pages 
and algorithm to walk over btree doesn't clear for me for now.
3 I could miss some places which still assumes  implicitly-ANDed list of clauses 
although regression tests passes fine.

Hope, hackers will not have an strong objections to do that. But obviously patch
requires further work and I'd like to see comments, suggestions and 
recommendations. Thank you.


-- 
Teodor Sigaev                                   E-mail: [email protected]
                                                    WWW: http://www.sigaev.ru/


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Attachments:

  [application/x-gzip] index_or-1.patch.gz (19.3K, ../../[email protected]/2-index_or-1.patch.gz)
  download

^ permalink  raw  reply  [nested|flat] 48+ messages in thread

* Re: POC, WIP: OR-clause support for indexes
@ 2015-12-26 18:40  Feng Tian <[email protected]>
  parent: Teodor Sigaev <[email protected]>
  4 siblings, 1 reply; 48+ messages in thread

From: Feng Tian @ 2015-12-26 18:40 UTC (permalink / raw)
  To: Teodor Sigaev <[email protected]>; +Cc: pgsql-hackers

Hi, Teodor,

This is great.   I got a question, is it possible make btree index to
support OR as well?  Is btree supports more invasive, in the sense that we
need to do enhance ScanKey to supports an array of values?

Thanks,
Feng

On Sat, Dec 26, 2015 at 10:04 AM, Teodor Sigaev <[email protected]> wrote:

> I'd like to present OR-clause support for indexes. Although OR-clauses
> could be supported by bitmapOR index scan it isn't very effective and such
> scan lost any order existing in index. We (with Alexander Korotkov)
> presented results on Vienna's conference this year. In short, it provides
> performance improvement:
>
> EXPLAIN ANALYZE
> SELECT count(*) FROM tst WHERE id = 5 OR id = 500 OR id = 5000;
> me=0.080..0.267 rows=173 loops=1)
>          Recheck Cond: ((id = 5) OR (id = 500) OR (id = 5000))
>          Heap Blocks: exact=172
>          ->  Bitmap Index Scan on idx_gin  (cost=0.00..57.50 rows=15000
> width=0) (actual time=0.059..0.059 rows=147 loops=1)
>                Index Cond: ((id = 5) OR (id = 500) OR (id = 5000))
>  Planning time: 0.077 ms
>  Execution time: 0.308 ms   <-------
>                                                             QUERY PLAN
>
> -----------------------------------------------------------------------------------------------------------------------------------
>  Aggregate  (cost=51180.53..51180.54 rows=1 width=0) (actual
> time=796.766..796.766 rows=1 loops=1)
>    ->  Index Only Scan using idx_btree on tst  (cost=0.42..51180.40
> rows=55 width=0) (actual time=0.444..796.736 rows=173 loops=1)
>          Filter: ((id = 5) OR (id = 500) OR (id = 5000))
>          Rows Removed by Filter: 999829
>          Heap Fetches: 1000002
>  Planning time: 0.087 ms
>  Execution time: 796.798 ms  <------
>                                                 QUERY PLAN
>
> -------------------------------------------------------------------------------------------------------------
>  Aggregate  (cost=21925.63..21925.64 rows=1 width=0) (actual
> time=160.412..160.412 rows=1 loops=1)
>    ->  Seq Scan on tst  (cost=0.00..21925.03 rows=237 width=0) (actual
> time=0.535..160.362 rows=175 loops=1)
>          Filter: ((id = 5) OR (id = 500) OR (id = 5000))
>          Rows Removed by Filter: 999827
>  Planning time: 0.459 ms
>  Execution time: 160.451 ms
>
>
> It also could work together with KNN feature of GiST and in this case
> performance improvement could be up to several orders of magnitude, in
> artificial example it was 37000 times faster.
>
> Not all  indexes can support oR-clause, patch adds support to GIN, GiST
> and BRIN indexes. pg_am table is extended for adding amcanorclause column
> which indicates possibility of executing of OR-clause by index.
>
>  indexqual and indexqualorig doesn't contain implicitly-ANDed list of
> index qual expressions, now that lists could contain OR RestrictionInfo.
> Actually, the patch just tries to convert BitmapOr node to IndexScan or
> IndexOnlyScan. Thats significantly simplifies logic to find possible
> clause's list for index.
> Index always gets a array of ScanKey but for indexes which support
> OR-clauses
> array  of ScanKey is actually exection tree in reversed polish notation
> form. Transformation is done in ExecInitIndexScan().
>
> The problems on the way which I see for now:
> 1 Calculating cost. Right now it's just a simple transformation of costs
> computed for BitmapOr path. I'd like to hope that's possible and so index's
> estimation function could be non-touched. So, they could believe that all
> clauses are implicitly-ANDed
> 2 I'd like to add such support to btree but it seems that it should be a
> separated patch. Btree search algorithm doesn't use any kind of stack of
> pages and algorithm to walk over btree doesn't clear for me for now.
> 3 I could miss some places which still assumes  implicitly-ANDed list of
> clauses although regression tests passes fine.
>
> Hope, hackers will not have an strong objections to do that. But obviously
> patch
> requires further work and I'd like to see comments, suggestions and
> recommendations. Thank you.
>
>
> --
> Teodor Sigaev                                   E-mail: [email protected]
>                                                    WWW:
> http://www.sigaev.ru/
>
>
> --
> Sent via pgsql-hackers mailing list ([email protected])
> To make changes to your subscription:
> http://www.postgresql.org/mailpref/pgsql-hackers
>
>


^ permalink  raw  reply  [nested|flat] 48+ messages in thread

* Re: POC, WIP: OR-clause support for indexes
@ 2015-12-26 19:25  Teodor Sigaev <[email protected]>
  parent: Feng Tian <[email protected]>
  0 siblings, 0 replies; 48+ messages in thread

From: Teodor Sigaev @ 2015-12-26 19:25 UTC (permalink / raw)
  To: Feng Tian <[email protected]>; +Cc: pgsql-hackers

> This is great.   I got a question, is it possible make btree index to support OR
> as well?  Is btree supports more invasive, in the sense that we need to do
> enhance ScanKey to supports an array of values?
Btree now works by follow: find the max/min tuple which satisfies condtions and 
then executes forward/backward scan over leaf pages. For complicated clauses 
it's not obvious how to find min/max tuple. Scanning whole index isn't an option 
from preformance point of view.

-- 
Teodor Sigaev                                   E-mail: [email protected]
                                                    WWW: http://www.sigaev.ru/


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^ permalink  raw  reply  [nested|flat] 48+ messages in thread

* Re: POC, WIP: OR-clause support for indexes
@ 2016-01-11 03:16  David Rowley <[email protected]>
  parent: Teodor Sigaev <[email protected]>
  4 siblings, 2 replies; 48+ messages in thread

From: David Rowley @ 2016-01-11 03:16 UTC (permalink / raw)
  To: Teodor Sigaev <[email protected]>; +Cc: pgsql-hackers

On 27 December 2015 at 07:04, Teodor Sigaev <[email protected]> wrote:

> I'd like to present OR-clause support for indexes. Although OR-clauses
> could be supported by bitmapOR index scan it isn't very effective and such
> scan lost any order existing in index. We (with Alexander Korotkov)
> presented results on Vienna's conference this year. In short, it provides
> performance improvement:
>
> EXPLAIN ANALYZE
> SELECT count(*) FROM tst WHERE id = 5 OR id = 500 OR id = 5000;
> me=0.080..0.267 rows=173 loops=1)
>          Recheck Cond: ((id = 5) OR (id = 500) OR (id = 5000))
>          Heap Blocks: exact=172
>          ->  Bitmap Index Scan on idx_gin  (cost=0.00..57.50 rows=15000
> width=0) (actual time=0.059..0.059 rows=147 loops=1)
>                Index Cond: ((id = 5) OR (id = 500) OR (id = 5000))
>  Planning time: 0.077 ms
>  Execution time: 0.308 ms   <-------
>                                                             QUERY PLAN
>
> -----------------------------------------------------------------------------------------------------------------------------------
>  Aggregate  (cost=51180.53..51180.54 rows=1 width=0) (actual
> time=796.766..796.766 rows=1 loops=1)
>    ->  Index Only Scan using idx_btree on tst  (cost=0.42..51180.40
> rows=55 width=0) (actual time=0.444..796.736 rows=173 loops=1)
>          Filter: ((id = 5) OR (id = 500) OR (id = 5000))
>          Rows Removed by Filter: 999829
>          Heap Fetches: 1000002
>  Planning time: 0.087 ms
>  Execution time: 796.798 ms  <------
>                                                 QUERY PLAN
>
> -------------------------------------------------------------------------------------------------------------
>  Aggregate  (cost=21925.63..21925.64 rows=1 width=0) (actual
> time=160.412..160.412 rows=1 loops=1)
>    ->  Seq Scan on tst  (cost=0.00..21925.03 rows=237 width=0) (actual
> time=0.535..160.362 rows=175 loops=1)
>          Filter: ((id = 5) OR (id = 500) OR (id = 5000))
>          Rows Removed by Filter: 999827
>  Planning time: 0.459 ms
>  Execution time: 160.451 ms
>
>
> It also could work together with KNN feature of GiST and in this case
> performance improvement could be up to several orders of magnitude, in
> artificial example it was 37000 times faster.
>
> Not all  indexes can support oR-clause, patch adds support to GIN, GiST
> and BRIN indexes. pg_am table is extended for adding amcanorclause column
> which indicates possibility of executing of OR-clause by index.
>
>  indexqual and indexqualorig doesn't contain implicitly-ANDed list of
> index qual expressions, now that lists could contain OR RestrictionInfo.
> Actually, the patch just tries to convert BitmapOr node to IndexScan or
> IndexOnlyScan. Thats significantly simplifies logic to find possible
> clause's list for index.
> Index always gets a array of ScanKey but for indexes which support
> OR-clauses
> array  of ScanKey is actually exection tree in reversed polish notation
> form. Transformation is done in ExecInitIndexScan().
>
> The problems on the way which I see for now:
> 1 Calculating cost. Right now it's just a simple transformation of costs
> computed for BitmapOr path. I'd like to hope that's possible and so index's
> estimation function could be non-touched. So, they could believe that all
> clauses are implicitly-ANDed
> 2 I'd like to add such support to btree but it seems that it should be a
> separated patch. Btree search algorithm doesn't use any kind of stack of
> pages and algorithm to walk over btree doesn't clear for me for now.
> 3 I could miss some places which still assumes  implicitly-ANDed list of
> clauses although regression tests passes fine.
>
> Hope, hackers will not have an strong objections to do that. But obviously
> patch
> requires further work and I'd like to see comments, suggestions and
> recommendations. Thank you.


Hi,

I'd like to see comments too! but more so in the code. :) I've had a look
over this, and it seems like a great area in which we could improve on, and
your reported performance improvements are certainly very interesting too.
However I'm finding the code rather hard to follow, which might be a
combination of my lack of familiarity with the index code, but more likely
it's the lack of comments to explain what's going on. Let's just take 1
function as an example:

Here there's not a single comment, so I'm just going to try to work out
what's going on based on the code.

+static void
+compileScanKeys(IndexScanDesc scan)
+{
+ GISTScanOpaque so = (GISTScanOpaque) scan->opaque;
+ int *stack,
+ stackPos = -1,
+ i;
+
+ if (scan->numberOfKeys <= 1 || so->useExec == false)
+ return;
+
+ Assert(scan->numberOfKeys >=3);

Why can numberOfKeys never be 2? I looked at what calls this and I can't
really work it out. I'm really also not sure what useExec means as there's
no comment in that struct member, and what if numberOfKeys == 1 and useExec
== false, won't this Assert() fail? If that's not a possible situation then
why not?

+
+ if (so->leftArgs != NULL)
+ return;
+
+ so->leftArgs = MemoryContextAlloc(so->giststate->scanCxt,
+  sizeof(*so->leftArgs) * scan->numberOfKeys);
+ so->rightArgs = MemoryContextAlloc(so->giststate->scanCxt,
+   sizeof(*so->rightArgs) * scan->numberOfKeys);
+
+ stack = palloc(sizeof(*stack) * scan->numberOfKeys);
+
+ for(i=0; i<scan->numberOfKeys; i++)
+ {
+ ScanKey     key = scan->keyData + i;

Is there a reason not to use keyData[i]; ?

+
+ if (stackPos >= 0 && (key->sk_flags & (SK_OR | SK_AND)))
+ {
+ Assert(stackPos >= 1 && stackPos < scan->numberOfKeys);

stackPos >= 1? This seems unnecessary and confusing as the if test surely
makes that impossible.
+
+ so->leftArgs[i] = stack[stackPos - 1];

Something is broken here as stackPos can be 0 (going by the if() not the
Assert()), therefore that's stack[-1].

+ so->rightArgs[i] = stack[stackPos];
+ stackPos--;
+ }
+ else
+ {
+ stackPos++;
+ }
+

stackPos is initialised to -1, so this appears to always skip the first
element of the keyData array. If that's really the intention, then wouldn't
it be better to just make the initial condition of the for() look i = 1 ?

+ stack[stackPos] = i;
+ }
+
+ Assert(stackPos == 0);
+ pfree(stack);
+}

I'd like to review more, but it feels like a job that's more difficult than
it needs to be due to lack of comments.

Would it be possible to update the patch to try and explain things a little
better?

Many thanks

David

-- 
 David Rowley                   http://www.2ndQuadrant.com/
 PostgreSQL Development, 24x7 Support, Training & Services


^ permalink  raw  reply  [nested|flat] 48+ messages in thread

* Re: POC, WIP: OR-clause support for indexes
@ 2016-01-28 11:16  Alvaro Herrera <[email protected]>
  parent: David Rowley <[email protected]>
  1 sibling, 0 replies; 48+ messages in thread

From: Alvaro Herrera @ 2016-01-28 11:16 UTC (permalink / raw)
  To: David Rowley <[email protected]>; +Cc: Teodor Sigaev <[email protected]>; pgsql-hackers

I think this is very exciting stuff, but since you didn't submit an
updated patch after David's review, I'm closing it for now as
returned-with-feedback.  Please submit a new version once you have it.

-- 
Álvaro Herrera                http://www.2ndQuadrant.com/
PostgreSQL Development, 24x7 Support, Remote DBA, Training & Services


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^ permalink  raw  reply  [nested|flat] 48+ messages in thread

* Re: POC, WIP: OR-clause support for indexes
@ 2016-02-29 18:04  Teodor Sigaev <[email protected]>
  parent: David Rowley <[email protected]>
  1 sibling, 1 reply; 48+ messages in thread

From: Teodor Sigaev @ 2016-02-29 18:04 UTC (permalink / raw)
  To: David Rowley <[email protected]>; +Cc: pgsql-hackers

Thank you for review!

> I'd like to see comments too! but more so in the code. :) I've had a look over
> this, and it seems like a great area in which we could improve on, and your
> reported performance improvements are certainly very interesting too. However
> I'm finding the code rather hard to follow, which might be a combination of my
> lack of familiarity with the index code, but more likely it's the lack of
I've added comments, fixed a found bugs.


> comments to explain what's going on. Let's just take 1 function as an example:
>
> Here there's not a single comment, so I'm just going to try to work out what's
> going on based on the code.
>
> +static void
> +compileScanKeys(IndexScanDesc scan)
> +{
> +GISTScanOpaqueso = (GISTScanOpaque) scan->opaque;
> +int*stack,
> +stackPos = -1,
> +i;
> +
> +if (scan->numberOfKeys <= 1 || so->useExec == false)
> +return;
> +
> +Assert(scan->numberOfKeys >=3);
>
> Why can numberOfKeys never be 2? I looked at what calls this and I can't really
Because here they are actually an expression, expression could contain 1 or tree 
or more nodes but could not two (operation AND/OR plus two arguments)

> work it out. I'm really also not sure what useExec means as there's no comment
fixed. If useExec == false then SkanKeys are implicitly ANDed and stored in just 
array.

> in that struct member, and what if numberOfKeys == 1 and useExec == false, won't
> this Assert() fail? If that's not a possible situation then why not?
fixed




> +ScanKey     key = scan->keyData + i;
> Is there a reason not to use keyData[i]; ?
That's the same ScanKey	key = &scan->keyData[i];
I prefer first form as more clear but I could be wrong - but there are other 
places in code where pointer arithmetic is used.

> +if (stackPos >= 0 && (key->sk_flags & (SK_OR | SK_AND)))
> +{
> +Assert(stackPos >= 1 && stackPos < scan->numberOfKeys);
> stackPos >= 1? This seems unnecessary and confusing as the if test surely makes
> that impossible.


> +
> +so->leftArgs[i] = stack[stackPos - 1];
> Something is broken here as stackPos can be 0 (going by the if() not the
> Assert()), therefore that's stack[-1].
fixed

> stackPos is initialised to -1, so this appears to always skip the first element
> of the keyData array. If that's really the intention, then wouldn't it be better
> to just make the initial condition of the for() look i = 1 ?
done

> I'd like to review more, but it feels like a job that's more difficult than it
> needs to be due to lack of comments.
>
> Would it be possible to update the patch to try and explain things a little better?
Hope, I made cleaner..


-- 
Teodor Sigaev                                   E-mail: [email protected]
                                                    WWW: http://www.sigaev.ru/


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Attachments:

  [application/x-gzip] index_or-2.patch.gz (21.5K, ../../[email protected]/2-index_or-2.patch.gz)
  download

^ permalink  raw  reply  [nested|flat] 48+ messages in thread

* Re: POC, WIP: OR-clause support for indexes
@ 2016-03-10 13:04  Tomas Vondra <[email protected]>
  parent: Teodor Sigaev <[email protected]>
  0 siblings, 2 replies; 48+ messages in thread

From: Tomas Vondra @ 2016-03-10 13:04 UTC (permalink / raw)
  To: Teodor Sigaev <[email protected]>; +Cc: David Rowley <[email protected]>; pgsql-hackers

Hi Teodor,


I've looked into v2 of the patch you sent a few days ago. Firstly, I
definitely agree that being able to use OR conditions with an index is
definitely a cool idea.

I do however agree with David that the patch would definitely benefit
from comments documenting various bits that are less obvious to mere
mortals like me, with limited knowledge of the index internals.

I also wonder whether the patch should add explanation of OR-clauses
handling into the READMEs in src/backend/access/*

The patch would probably benefit from transforming it into a patch
series - one patch for the infrastructure shared by all the indexes,
then one patch per index type. That should make it easier to review, and
I seriously doubt we'd want to commit this in one huge chunk anyway.

Now, some review comments from eyeballing the patch. Some of those are
nitpicking, but well ...

1) fields in BrinOpaque are not following the naming convention (all the
existing fields start with bo_)

2) there's plenty of places violating the usual code style (e.g. for
single-command if branches) - not a big deal for WIP patch, but needs to
get fixed eventually

3) I wonder whether we really need both SK_OR and SK_AND, considering
they are mutually exclusive. Why not to assume SK_AND by default, and
only use SK_OR? If we really need them, perhaps an assert making sure
they are not set at the same time would be appropriate.

4) scanGetItem is a prime example of the "badly needs comments" issue,
particularly because the previous version of the function actually had
quite a lot of them while the new function has none.

5) scanGetItem() may end up using uninitialized 'cmp' - it only gets
initialized when (!leftFinished && !rightFinished), but then gets used
when either part of the condition evaluates to true. Probably should be

    if (!leftFinished || !rightFinished)
        cmp = ...

6) the code in nodeIndexscan.c should not include call to abort()

    {
        abort();
        elog(ERROR, "unsupported indexqual type: %d",
            (int) nodeTag(clause));
    }

7) I find it rather ugly that the paths are built by converting BitmapOr
paths. Firstly, it means indexes without amgetbitmap can't benefit from
this change. Maybe that's reasonable limitation, though?

But more importantly, this design already has a bunch of unintended
consequences. For example, the current code completely ignores
enable_indexscan setting, because it merely copies the costs from the
bitmap path.

    SET enable_indexscan = off;
    EXPLAIN SELECT * FROM t WHERE (c && ARRAY[1] OR c && ARRAY[2]);

                             QUERY PLAN
-------------------------------------------------------------------
 Index Scan using t_c_idx on t  (cost=0.00..4.29 rows=0 width=33)
   Index Cond: ((c && '{1}'::integer[]) OR (c && '{2}'::integer[]))
(2 rows)

That's pretty dubious, I guess. So this code probably needs to be made
aware of enable_indexscan - right now it entirely ignores startup_cost
in convert_bitmap_path_to_index_clause(). But of course if there are
multiple IndexPaths, the  enable_indexscan=off will be included multiple
times.

9) This already breaks estimation for some reason. Consider this
example, using a table with int[] column, with gist index built using
intarray:

EXPLAIN SELECT * FROM t WHERE (c && ARRAY[1,2,3,4,5,6,7]);

                           QUERY PLAN
--------------------------------------------------------------------
 Index Scan using t_c_idx on t  (cost=0.28..52.48 rows=12 width=33)
   Index Cond: (c && '{1,2,3,4,5,6,7}'::integer[])
(2 rows)

EXPLAIN SELECT * FROM t WHERE (c && ARRAY[8,9,10,11,12,13,14]);

                           QUERY PLAN
--------------------------------------------------------------------
 Index Scan using t_c_idx on t  (cost=0.28..44.45 rows=10 width=33)
   Index Cond: (c && '{8,9,10,11,12,13,14}'::integer[])
(2 rows)

EXPLAIN SELECT * FROM t WHERE (c && ARRAY[1,2,3,4,5,6,7])
                           OR (c && ARRAY[8,9,10,11,12,13,14]);

                           QUERY PLAN
--------------------------------------------------------------------
 Index Scan using t_c_idx on t  (cost=0.00..4.37 rows=0 width=33)
   Index Cond: ((c && '{1,2,3,4,5,6,7}'::integer[])
             OR (c && '{8,9,10,11,12,13,14}'::integer[]))
(2 rows)

So the OR-clause is estimated to match 0 rows, less than each of the
clauses independently. Needless to say that without the patch this works
just fine.

10) Also, this already breaks some regression tests, apparently because
it changes how 'width' is computed.

So I think this way of building the index path from a BitmapOr path is
pretty much a dead-end.


regards

-- 
Tomas Vondra                  http://www.2ndQuadrant.com
PostgreSQL Development, 24x7 Support, Remote DBA, Training & Services



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^ permalink  raw  reply  [nested|flat] 48+ messages in thread

* Re: POC, WIP: OR-clause support for indexes
@ 2016-03-17 17:19  Teodor Sigaev <[email protected]>
  parent: Tomas Vondra <[email protected]>
  1 sibling, 1 reply; 48+ messages in thread

From: Teodor Sigaev @ 2016-03-17 17:19 UTC (permalink / raw)
  To: Tomas Vondra <[email protected]>; +Cc: David Rowley <[email protected]>; pgsql-hackers



> I also wonder whether the patch should add explanation of OR-clauses
> handling into the READMEs in src/backend/access/*

Oops, will add shortly.
>
> The patch would probably benefit from transforming it into a patch
> series - one patch for the infrastructure shared by all the indexes,
> then one patch per index type. That should make it easier to review, and
> I seriously doubt we'd want to commit this in one huge chunk anyway.
Ok, will do it.

> 1) fields in BrinOpaque are not following the naming convention (all the
> existing fields start with bo_)
fixed

>
> 2) there's plenty of places violating the usual code style (e.g. for
> single-command if branches) - not a big deal for WIP patch, but needs to
> get fixed eventually
hope, fixed

>
> 3) I wonder whether we really need both SK_OR and SK_AND, considering
> they are mutually exclusive. Why not to assume SK_AND by default, and
> only use SK_OR? If we really need them, perhaps an assert making sure
> they are not set at the same time would be appropriate.
In short: possible ambiguity and increasing stack machine complexity.
Let we have follow expression in reversed polish notation (letters represent a 
condtion, | - OR, & - AND logical operation, ANDs are omitted):
a b c |

Is it ((a & b)| c) or (a & (b | c)) ?

Also, using both SK_ makes code more readable.


> 4) scanGetItem is a prime example of the "badly needs comments" issue,
> particularly because the previous version of the function actually had
> quite a lot of them while the new function has none.
Will add soon

>
> 5) scanGetItem() may end up using uninitialized 'cmp' - it only gets
> initialized when (!leftFinished && !rightFinished), but then gets used
> when either part of the condition evaluates to true. Probably should be
>
>      if (!leftFinished || !rightFinished)
>          cmp = ...
fixed

>
> 6) the code in nodeIndexscan.c should not include call to abort()
>
>      {
>          abort();
>          elog(ERROR, "unsupported indexqual type: %d",
>              (int) nodeTag(clause));
>      }
fixed, just forgot to remove

>
> 7) I find it rather ugly that the paths are built by converting BitmapOr
> paths. Firstly, it means indexes without amgetbitmap can't benefit from
> this change. Maybe that's reasonable limitation, though?
I based on following thoughts:
1 code which tries to find OR-index path will be very similar to existing
   generate_or_bitmap code. Obviously, it should not be duplicated.
2 all existsing indexes have amgetbitmap method, only a few don't. amgetbitmap
   interface is simpler. Anyway, I can add an option for generate_or_bitmap
   to use any index, but, in current state it will just repeat all work.

>
> But more importantly, this design already has a bunch of unintended
> consequences. For example, the current code completely ignores
> enable_indexscan setting, because it merely copies the costs from the
> bitmap path.
I'd like to add separate enable_indexorscan

> That's pretty dubious, I guess. So this code probably needs to be made
> aware of enable_indexscan - right now it entirely ignores startup_cost
> in convert_bitmap_path_to_index_clause(). But of course if there are
> multiple IndexPaths, the  enable_indexscan=off will be included multiple
> times.
>
> 9) This already breaks estimation for some reason. Consider this
...
> So the OR-clause is estimated to match 0 rows, less than each of the
> clauses independently. Needless to say that without the patch this works
> just fine.
fixed

>
> 10) Also, this already breaks some regression tests, apparently because
> it changes how 'width' is computed.
fixed too


> So I think this way of building the index path from a BitmapOr path is
> pretty much a dead-end.
I don't think so because separate code path to support OR-clause in index will 
significanlty duplicate BitmapOr generator.

Will send next version as soon as possible. Thank you for your attention!

-- 
Teodor Sigaev                                   E-mail: [email protected]
                                                    WWW: http://www.sigaev.ru/


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Attachments:

  [application/x-gzip] index_or-3.patch.gz (20.2K, ../../[email protected]/2-index_or-3.patch.gz)
  download

^ permalink  raw  reply  [nested|flat] 48+ messages in thread

* Re: POC, WIP: OR-clause support for indexes
@ 2016-03-18 16:38  Teodor Sigaev <[email protected]>
  parent: Tomas Vondra <[email protected]>
  1 sibling, 1 reply; 48+ messages in thread

From: Teodor Sigaev @ 2016-03-18 16:38 UTC (permalink / raw)
  To: Tomas Vondra <[email protected]>; +Cc: David Rowley <[email protected]>; pgsql-hackers

> I also wonder whether the patch should add explanation of OR-clauses
> handling into the READMEs in src/backend/access/*
Not yet, but will

> The patch would probably benefit from transforming it into a patch
> series - one patch for the infrastructure shared by all the indexes,
> then one patch per index type. That should make it easier to review, and
> I seriously doubt we'd want to commit this in one huge chunk anyway.
I splitted to two:
1 0001-idx_or_core - only planner and executor changes
2 0002-idx_or_indexes - BRIN/GIN/GiST changes with tests

I don't think that splitting of second patch adds readability but increase 
management diffculties, but if your insist I will split.

> 4) scanGetItem is a prime example of the "badly needs comments" issue,
> particularly because the previous version of the function actually had
> quite a lot of them while the new function has none.
added


-- 
Teodor Sigaev                                   E-mail: [email protected]
                                                    WWW: http://www.sigaev.ru/


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Attachments:

  [application/x-gzip] 0001-idx_or_core-v4.patch.gz (8.3K, ../../[email protected]/2-0001-idx_or_core-v4.patch.gz)
  download

  [application/x-gzip] 0002-idx_or_indexes-v4.patch.gz (13.1K, ../../[email protected]/3-0002-idx_or_indexes-v4.patch.gz)
  download

^ permalink  raw  reply  [nested|flat] 48+ messages in thread

* Re: POC, WIP: OR-clause support for indexes
@ 2016-03-18 23:46  Andreas Karlsson <[email protected]>
  parent: Teodor Sigaev <[email protected]>
  0 siblings, 0 replies; 48+ messages in thread

From: Andreas Karlsson @ 2016-03-18 23:46 UTC (permalink / raw)
  To: Teodor Sigaev <[email protected]>; Tomas Vondra <[email protected]>; +Cc: David Rowley <[email protected]>; pgsql-hackers

I gave this patch a quick spin and noticed a strange query plan.

CREATE TABLE test (a int, b int, c int);
CREATE INDEX ON test USING gin (a, b, c);
INSERT INTO test SELECT i % 7, i % 9, i % 11 FROM generate_series(1, 
1000000) i;
EXPLAIN ANALYZE SELECT * FROM test WHERE (a = 3 OR b = 5) AND c = 2;

                                                             QUERY PLAN 

----------------------------------------------------------------------------------------------------------------------------------
  Bitmap Heap Scan on test  (cost=829.45..4892.10 rows=21819 width=12) 
(actual time=66.494..76.234 rows=21645 loops=1)
    Recheck Cond: ((((a = 3) AND (c = 2)) OR ((b = 5) AND (c = 2))) AND 
(c = 2))
    Heap Blocks: exact=5406
    ->  Bitmap Index Scan on test_a_b_c_idx  (cost=0.00..824.00 
rows=2100 width=0) (actual time=65.272..65.272 rows=21645 loops=1)
          Index Cond: ((((a = 3) AND (c = 2)) OR ((b = 5) AND (c = 2))) 
AND (c = 2))
  Planning time: 0.200 ms
  Execution time: 77.206 ms
(7 rows)

Shouldn't the index condition just be "((a = 3) AND (c = 2)) OR ((b = 5) 
AND (c = 2))"?

Also when applying and reading the patch I noticed some minor 
issues/nitpick.

- I get whitespace warnings from git apply when I apply the patches.
- You have any insconstent style for casts: I think "(Node*)clause" 
should be "(Node *) clause".
- Same with pointers. "List* quals" should be "List *quals"
- I am personally not a fan of seeing the "isorderby == false && 
index->rd_amroutine->amcanorclause" clause twice. Feels like a risk for 
diverging code paths. But it could be that there is no clean alternative.

Andreas


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^ permalink  raw  reply  [nested|flat] 48+ messages in thread

* Re: POC, WIP: OR-clause support for indexes
@ 2016-03-20 00:44  Tomas Vondra <[email protected]>
  parent: Teodor Sigaev <[email protected]>
  0 siblings, 1 reply; 48+ messages in thread

From: Tomas Vondra @ 2016-03-20 00:44 UTC (permalink / raw)
  To: Teodor Sigaev <[email protected]>; +Cc: David Rowley <[email protected]>; pgsql-hackers

Hi Teodor,

Sadly the v4 does not work for me - I do get assertion failures. For 
example with the example Andreas Karlsson posted in this thread:

CREATE EXTENSION btree_gin;
CREATE TABLE test (a int, b int, c int);
CREATE INDEX ON test USING gin (a, b, c);
INSERT INTO test SELECT i % 7, i % 9, i % 11 FROM generate_series(1, 
1000000) i;
EXPLAIN ANALYZE SELECT * FROM test WHERE (a = 3 OR b = 5) AND c = 2;

It seems working, but only until I run ANALYZE on the table. Once I do 
that, I start getting crashes at this line

     *qualcols = list_concat(*qualcols,
                             list_copy(idx_path->indexqualcols));

in convert_bitmap_path_to_index_clause. Apparently one of the lists is 
T_List while the other one is T_IntList, so list_concat() errors out.

My guess is that the T_BitmapOrPath branch should do

     oredqualcols = list_concat(oredqualcols, li_qualcols);
     ...
     *qualcols = list_concat(qualcols, oredqualcols);

instead of

     oredqualcols = lappend(oredqualcols, li_qualcols);
     ...
     *qualcols = lappend(*qualcols, oredqualcols);

but once I fixed that I got some other assert failures further down, 
that I haven't tried to fix.

So the patch seems to be broken, and I suspect this might be related to 
the broken index condition reported by Andreas (although I don't see 
that - I either see correct condition or assertion failures).


On 03/17/2016 06:19 PM, Teodor Sigaev wrote:
...
>>
>> 7) I find it rather ugly that the paths are built by converting BitmapOr
>> paths. Firstly, it means indexes without amgetbitmap can't benefit from
>> this change. Maybe that's reasonable limitation, though?
> I based on following thoughts:
> 1 code which tries to find OR-index path will be very similar to existing
>   generate_or_bitmap code. Obviously, it should not be duplicated.
> 2 all existsing indexes have amgetbitmap method, only a few don't.
> amgetbitmap
>   interface is simpler. Anyway, I can add an option for generate_or_bitmap
>   to use any index, but, in current state it will just repeat all work.

I agree that the code should not be duplicated, but is this really a 
good solution. Perhaps a refactoring that'd allow sharing most of the 
code would be more appropriate.

>>
>> But more importantly, this design already has a bunch of unintended
>> consequences. For example, the current code completely ignores
>> enable_indexscan setting, because it merely copies the costs from the
>> bitmap path.
 >
> I'd like to add separate enable_indexorscan

That may be useful, but why shouldn't enable_indexscan=off also disable 
indexorscan? I would find it rather surprising if after setting 
enable_indexscan=off I'd still get index scans for OR-clauses.

>
>> That's pretty dubious, I guess. So this code probably needs to be made
>> aware of enable_indexscan - right now it entirely ignores startup_cost
>> in convert_bitmap_path_to_index_clause(). But of course if there are
>> multiple IndexPaths, the  enable_indexscan=off will be included multiple
>> times.

... and it does not address this at all.

I really doubt a costing derived from the bitmap index scan nodes will 
make much sense - you essentially need to revert unknown parts of the 
costing to only include building the bitmap once, etc.



regards

-- 
Tomas Vondra                  http://www.2ndQuadrant.com
PostgreSQL Development, 24x7 Support, Remote DBA, Training & Services


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^ permalink  raw  reply  [nested|flat] 48+ messages in thread

* Re: POC, WIP: OR-clause support for indexes
@ 2016-03-25 15:13  David Steele <[email protected]>
  parent: Tomas Vondra <[email protected]>
  0 siblings, 1 reply; 48+ messages in thread

From: David Steele @ 2016-03-25 15:13 UTC (permalink / raw)
  To: Teodor Sigaev <[email protected]>; +Cc: Tomas Vondra <[email protected]>; David Rowley <[email protected]>; pgsql-hackers; Andres Freund <[email protected]>

Hi Teador,

On 3/19/16 8:44 PM, Tomas Vondra wrote:

> Sadly the v4 does not work for me - I do get assertion failures.

Time is growing short and there seem to be some serious concerns with 
this patch.  Can you provide a new patch soon?  If not, I think it might 
be be time to mark this "returned with feedback".

Thanks,
-- 
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[email protected]


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^ permalink  raw  reply  [nested|flat] 48+ messages in thread

* Re: POC, WIP: OR-clause support for indexes
@ 2016-03-29 14:01  David Steele <[email protected]>
  parent: David Steele <[email protected]>
  0 siblings, 0 replies; 48+ messages in thread

From: David Steele @ 2016-03-29 14:01 UTC (permalink / raw)
  To: Teodor Sigaev <[email protected]>; +Cc: Tomas Vondra <[email protected]>; David Rowley <[email protected]>; pgsql-hackers; Andres Freund <[email protected]>

On 3/25/16 11:13 AM, David Steele wrote:

> Time is growing short and there seem to be some serious concerns with
> this patch.  Can you provide a new patch soon?  If not, I think it might
> be be time to mark this "returned with feedback".

I have marked this patch "returned with feedback".  Please feel free to 
resubmit for 9.7!

Thanks,
-- 
-David
[email protected]


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^ permalink  raw  reply  [nested|flat] 48+ messages in thread

* Re: POC, WIP: OR-clause support for indexes
@ 2022-12-28 04:19  Andrey Lepikhov <[email protected]>
  parent: Teodor Sigaev <[email protected]>
  4 siblings, 0 replies; 48+ messages in thread

From: Andrey Lepikhov @ 2022-12-28 04:19 UTC (permalink / raw)
  To: Teodor Sigaev <[email protected]>; pgsql-hackers; +Cc: a.rybakina <[email protected]>

On 12/26/15 23:04, Teodor Sigaev wrote:
> I'd like to present OR-clause support for indexes. Although OR-clauses 
> could be supported by bitmapOR index scan it isn't very effective and 
> such scan lost any order existing in index. We (with Alexander Korotkov) 
> presented results on Vienna's conference this year. In short, it 
> provides performance improvement:
> 
> EXPLAIN ANALYZE
> SELECT count(*) FROM tst WHERE id = 5 OR id = 500 OR id = 5000;
> ...
> The problems on the way which I see for now:
> 1 Calculating cost. Right now it's just a simple transformation of costs 
> computed for BitmapOr path. I'd like to hope that's possible and so 
> index's estimation function could be non-touched. So, they could believe 
> that all clauses are implicitly-ANDed
> 2 I'd like to add such support to btree but it seems that it should be a 
> separated patch. Btree search algorithm doesn't use any kind of stack of 
> pages and algorithm to walk over btree doesn't clear for me for now.
> 3 I could miss some places which still assumes  implicitly-ANDed list of 
> clauses although regression tests passes fine.
I support such a cunning approach. But this specific case, you 
demonstrated above, could be optimized independently at an earlier 
stage. If to convert:

(F(A) = ConstStableExpr_1) OR (F(A) = ConstStableExpr_2)
to
F(A) IN (ConstStableExpr_1, ConstStableExpr_2)

it can be seen significant execution speedup. For example, using the 
demo.sql to estimate maximum positive effect we see about 40% of 
execution and 100% of planning speedup.

To avoid unnecessary overhead, induced by the optimization, such 
transformation may be made at the stage of planning (we have cardinality 
estimations and have pruned partitions) but before creation of a 
relation scan paths. So, we can avoid planning overhead and non-optimal 
BitmapOr in the case of many OR's possibly aggravated by many indexes on 
the relation.
For example, such operation can be executed in create_index_paths() 
before passing rel->indexlist.

-- 
Regards
Andrey Lepikhov
Postgres Professional


Attachments:

  [application/sql] demo.sql (567B, ../../[email protected]/2-demo.sql)
  download

^ permalink  raw  reply  [nested|flat] 48+ messages in thread

* Re: POC, WIP: OR-clause support for indexes
@ 2023-11-30 10:57  Alena Rybakina <[email protected]>
  parent: Teodor Sigaev <[email protected]>
  4 siblings, 1 reply; 48+ messages in thread

From: Alena Rybakina @ 2023-11-30 10:57 UTC (permalink / raw)
  To: Andrei Lepikhov <[email protected]>; Robert Haas <[email protected]>; pgsql-hackers; Alexander Korotkov <[email protected]>; +Cc: Peter Geoghegan <[email protected]>; Finnerty, Jim <[email protected]>; Marcos Pegoraro <[email protected]>; [email protected]; Ranier Vilela <[email protected]>; Tomas Vondra <[email protected]>; Peter Eisentraut <[email protected]>

On 30.11.2023 11:00, Alena Rybakina wrote:
> Hi!
>
>>
>>> Honestly, it seems very hard to avoid the conclusion that this
>>> transformation is being done at too early a stage. Parse analysis is
>>> not the time to try to do query optimization. I can't really believe
>>> that there's a way to produce a committable patch along these lines.
>>> Ideally, a transformation like this should be done after we know what
>>> plan shape we're using (or considering using), so that we can make
>>> cost-based decisions about whether to transform or not. But at the
>>> very least it should happen somewhere in the planner. There's really
>>> no justification for parse analysis rewriting the SQL that the user
>>> entered.
>>
>> Here, we assume that array operation is generally better than many ORs.
>> As a result, it should be more effective to make OR->ANY 
>> transformation in the parser (it is a relatively lightweight 
>> operation here) and, as a second phase, decompose that in the optimizer.
>> We implemented earlier prototypes in different places of the 
>> optimizer, and I'm convinced that only this approach resolves the 
>> issues we found.
>> Does this approach look weird? Maybe. We can debate it in this thread.
>
> I think this is incorrect, and the example of A. Korotkov confirms 
> this. If we perform the conversion at the parsing stage, we will skip 
> the more important conversion using OR expressions. I'll show you in 
> the example below.
>
> First of all, I will describe my idea to combine two approaches to 
> obtaining plans with OR to ANY transformation and ANY to OR 
> transformation. I think they are both good, and we can't work with 
> just one of them, we should consider both the option of OR 
> expressions, and with ANY.
>

Just in case, I have attached a patch or->any transformation where this 
happens at the index creation stage.

I get diff file during make check, but judging by the changes, it shows 
that the transformation is going well. I also attached it.


-- 
Regards,
Alena Rybakina
Postgres Professional

diff -U3 /home/alena/postgrespro__copy32/src/test/regress/expected/create_index.out /home/alena/postgrespro__copy32/src/test/regress/results/create_index.out
--- /home/alena/postgrespro__copy32/src/test/regress/expected/create_index.out	2023-11-30 13:50:34.576537110 +0300
+++ /home/alena/postgrespro__copy32/src/test/regress/results/create_index.out	2023-11-30 13:52:10.940412842 +0300
@@ -1838,18 +1838,14 @@
 EXPLAIN (COSTS OFF)
 SELECT * FROM tenk1
   WHERE thousand = 42 AND (tenthous = 1 OR tenthous = 3 OR tenthous = 42);
-                                                               QUERY PLAN                                                                
------------------------------------------------------------------------------------------------------------------------------------------
+                   QUERY PLAN                    
+-------------------------------------------------
  Bitmap Heap Scan on tenk1
-   Recheck Cond: (((thousand = 42) AND (tenthous = 1)) OR ((thousand = 42) AND (tenthous = 3)) OR ((thousand = 42) AND (tenthous = 42)))
-   ->  BitmapOr
-         ->  Bitmap Index Scan on tenk1_thous_tenthous
-               Index Cond: ((thousand = 42) AND (tenthous = 1))
-         ->  Bitmap Index Scan on tenk1_thous_tenthous
-               Index Cond: ((thousand = 42) AND (tenthous = 3))
-         ->  Bitmap Index Scan on tenk1_thous_tenthous
-               Index Cond: ((thousand = 42) AND (tenthous = 42))
-(9 rows)
+   Recheck Cond: (thousand = 42)
+   Filter: (tenthous = ANY (ARRAY[1, 3, 42]))
+   ->  Bitmap Index Scan on tenk1_thous_tenthous
+         Index Cond: (thousand = 42)
+(5 rows)
 
 SELECT * FROM tenk1
   WHERE thousand = 42 AND (tenthous = 1 OR tenthous = 3 OR tenthous = 42);
@@ -1861,20 +1857,15 @@
 EXPLAIN (COSTS OFF)
 SELECT count(*) FROM tenk1
   WHERE hundred = 42 AND (thousand = 42 OR thousand = 99);
-                                   QUERY PLAN                                    
----------------------------------------------------------------------------------
+                    QUERY PLAN                    
+--------------------------------------------------
  Aggregate
    ->  Bitmap Heap Scan on tenk1
-         Recheck Cond: ((hundred = 42) AND ((thousand = 42) OR (thousand = 99)))
-         ->  BitmapAnd
-               ->  Bitmap Index Scan on tenk1_hundred
-                     Index Cond: (hundred = 42)
-               ->  BitmapOr
-                     ->  Bitmap Index Scan on tenk1_thous_tenthous
-                           Index Cond: (thousand = 42)
-                     ->  Bitmap Index Scan on tenk1_thous_tenthous
-                           Index Cond: (thousand = 99)
-(11 rows)
+         Recheck Cond: (hundred = 42)
+         Filter: (thousand = ANY (ARRAY[42, 99]))
+         ->  Bitmap Index Scan on tenk1_hundred
+               Index Cond: (hundred = 42)
+(6 rows)
 
 SELECT count(*) FROM tenk1
   WHERE hundred = 42 AND (thousand = 42 OR thousand = 99);
@@ -1887,11 +1878,14 @@
 EXPLAIN (COSTS OFF)
 SELECT * FROM tenk1
   WHERE thousand = 42 AND (tenthous = 1 OR tenthous = 3 OR tenthous = 42);
-                               QUERY PLAN                               
-------------------------------------------------------------------------
- Index Scan using tenk1_thous_tenthous on tenk1
-   Index Cond: ((thousand = 42) AND (tenthous = ANY (ARRAY[1, 3, 42])))
-(2 rows)
+                   QUERY PLAN                    
+-------------------------------------------------
+ Bitmap Heap Scan on tenk1
+   Recheck Cond: (thousand = 42)
+   Filter: (tenthous = ANY (ARRAY[1, 3, 42]))
+   ->  Bitmap Index Scan on tenk1_thous_tenthous
+         Index Cond: (thousand = 42)
+(5 rows)
 
 SELECT * FROM tenk1
   WHERE thousand = 42 AND (tenthous = 1 OR tenthous = 3 OR tenthous = 42);
@@ -1903,17 +1897,15 @@
 EXPLAIN (COSTS OFF)
 SELECT count(*) FROM tenk1
   WHERE hundred = 42 AND (thousand = 42 OR thousand = 99);
-                                 QUERY PLAN                                  
------------------------------------------------------------------------------
+                    QUERY PLAN                    
+--------------------------------------------------
  Aggregate
    ->  Bitmap Heap Scan on tenk1
-         Recheck Cond: ((hundred = 42) AND (thousand = ANY (ARRAY[42, 99])))
-         ->  BitmapAnd
-               ->  Bitmap Index Scan on tenk1_hundred
-                     Index Cond: (hundred = 42)
-               ->  Bitmap Index Scan on tenk1_thous_tenthous
-                     Index Cond: (thousand = ANY (ARRAY[42, 99]))
-(8 rows)
+         Recheck Cond: (hundred = 42)
+         Filter: (thousand = ANY (ARRAY[42, 99]))
+         ->  Bitmap Index Scan on tenk1_hundred
+               Index Cond: (hundred = 42)
+(6 rows)
 
 SELECT count(*) FROM tenk1
   WHERE hundred = 42 AND (thousand = 42 OR thousand = 99);
diff -U3 /home/alena/postgrespro__copy32/src/test/regress/expected/join.out /home/alena/postgrespro__copy32/src/test/regress/results/join.out
--- /home/alena/postgrespro__copy32/src/test/regress/expected/join.out	2023-11-30 13:50:34.576537110 +0300
+++ /home/alena/postgrespro__copy32/src/test/regress/results/join.out	2023-11-30 13:52:14.972407590 +0300
@@ -4223,15 +4223,13 @@
                      Index Cond: (hundred = 4)
    ->  Materialize
          ->  Bitmap Heap Scan on tenk1 a
-               Recheck Cond: ((unique1 = 1) OR (unique2 = 3) OR (unique2 = 7))
+               Recheck Cond: ((unique1 = 1) OR (unique2 = ANY (ARRAY[3, 7])))
                ->  BitmapOr
                      ->  Bitmap Index Scan on tenk1_unique1
                            Index Cond: (unique1 = 1)
                      ->  Bitmap Index Scan on tenk1_unique2
-                           Index Cond: (unique2 = 3)
-                     ->  Bitmap Index Scan on tenk1_unique2
-                           Index Cond: (unique2 = 7)
-(19 rows)
+                           Index Cond: (unique2 = ANY (ARRAY[3, 7]))
+(17 rows)
 
 SET enable_or_transformation = on;
 explain (costs off)
@@ -4251,12 +4249,12 @@
                      Index Cond: (hundred = 4)
    ->  Materialize
          ->  Bitmap Heap Scan on tenk1 a
-               Recheck Cond: ((unique2 = ANY (ARRAY[3, 7])) OR (unique1 = 1))
+               Recheck Cond: ((unique1 = 1) OR (unique2 = ANY (ARRAY[3, 7])))
                ->  BitmapOr
-                     ->  Bitmap Index Scan on tenk1_unique2
-                           Index Cond: (unique2 = ANY (ARRAY[3, 7]))
                      ->  Bitmap Index Scan on tenk1_unique1
                            Index Cond: (unique1 = 1)
+                     ->  Bitmap Index Scan on tenk1_unique2
+                           Index Cond: (unique2 = ANY (ARRAY[3, 7]))
 (17 rows)
 
 explain (costs off)
diff -U3 /home/alena/postgrespro__copy32/src/test/regress/expected/sysviews.out /home/alena/postgrespro__copy32/src/test/regress/results/sysviews.out
--- /home/alena/postgrespro__copy32/src/test/regress/expected/sysviews.out	2023-11-30 13:50:34.584537100 +0300
+++ /home/alena/postgrespro__copy32/src/test/regress/results/sysviews.out	2023-11-30 13:52:24.524395130 +0300
@@ -123,7 +123,7 @@
  enable_memoize                 | on
  enable_mergejoin               | on
  enable_nestloop                | on
- enable_or_transformation       | off
+ enable_or_transformation       | on
  enable_parallel_append         | on
  enable_parallel_hash           | on
  enable_partition_pruning       | on
diff -U3 /home/alena/postgrespro__copy32/src/test/regress/expected/tidscan.out /home/alena/postgrespro__copy32/src/test/regress/results/tidscan.out
--- /home/alena/postgrespro__copy32/src/test/regress/expected/tidscan.out	2023-11-30 13:50:34.584537100 +0300
+++ /home/alena/postgrespro__copy32/src/test/regress/results/tidscan.out	2023-11-30 13:52:24.328395386 +0300
@@ -62,7 +62,7 @@
                           QUERY PLAN                          
 --------------------------------------------------------------
  Tid Scan on tidscan
-   TID Cond: (ctid = ANY (ARRAY['(0,2)'::tid, '(0,1)'::tid]))
+   TID Cond: ((ctid = '(0,2)'::tid) OR ('(0,1)'::tid = ctid))
 (2 rows)
 
 SELECT ctid, * FROM tidscan WHERE ctid = '(0,2)' OR '(0,1)' = ctid;


Attachments:

  [text/x-patch] v14-0001-Transform-OR-clause-to ANY-expressions.patch (41.6K, ../../[email protected]/2-v14-0001-Transform-OR-clause-to%20ANY-expressions.patch)
  download | inline diff:
From 9f75b58525b4892db2c360401771f69599ed21c8 Mon Sep 17 00:00:00 2001
From: Alena Rybakina <[email protected]>
Date: Wed, 29 Nov 2023 18:58:55 +0300
Subject: [PATCH] Transform OR clause to ANY expressions.

Replace (X=N1) OR (X=N2) ... with X = ANY(N1, N2) on the preliminary stage of
optimization when we are still working with a tree expression.
Sometimes it can lead to not optimal plan. But we think it is better to have
array of elements instead of a lot of OR clauses. Here is a room for further
optimizations on decomposing that array into more optimal parts.

---
 src/backend/nodes/queryjumblefuncs.c          |  30 ++
 src/backend/optimizer/path/indxpath.c         | 394 +++++++++++++++++-
 src/backend/utils/misc/guc_tables.c           |  10 +
 src/backend/utils/misc/postgresql.conf.sample |   1 +
 src/include/nodes/queryjumble.h               |   1 +
 src/include/optimizer/paths.h                 |   1 +
 src/test/regress/expected/create_index.out    | 120 ++++++
 src/test/regress/expected/guc.out             |   3 +-
 src/test/regress/expected/join.out            |  48 +++
 src/test/regress/expected/partition_prune.out | 179 ++++++++
 src/test/regress/expected/sysviews.out        |   3 +-
 src/test/regress/expected/tidscan.out         |  17 +
 src/test/regress/sql/create_index.sql         |  32 ++
 src/test/regress/sql/join.sql                 |  10 +
 src/test/regress/sql/partition_prune.sql      |  22 +
 src/test/regress/sql/tidscan.sql              |   6 +
 src/tools/pgindent/typedefs.list              |   1 +
 17 files changed, 875 insertions(+), 3 deletions(-)

diff --git a/src/backend/nodes/queryjumblefuncs.c b/src/backend/nodes/queryjumblefuncs.c
index 281907a4d83..c98fda73d17 100644
--- a/src/backend/nodes/queryjumblefuncs.c
+++ b/src/backend/nodes/queryjumblefuncs.c
@@ -283,6 +283,36 @@ _jumbleNode(JumbleState *jstate, Node *node)
 	}
 }
 
+JumbleState *
+JumbleExpr(Expr *expr, uint64 *queryId)
+{
+	JumbleState *jstate = NULL;
+
+	Assert(queryId != NULL);
+
+	jstate = (JumbleState *) palloc(sizeof(JumbleState));
+
+	/* Set up workspace for query jumbling */
+	jstate->jumble = (unsigned char *) palloc(JUMBLE_SIZE);
+	jstate->jumble_len = 0;
+	jstate->clocations_buf_size = 32;
+	jstate->clocations = (LocationLen *)
+		palloc(jstate->clocations_buf_size * sizeof(LocationLen));
+	jstate->clocations_count = 0;
+	jstate->highest_extern_param_id = 0;
+
+	/* Compute query ID */
+	_jumbleNode(jstate, (Node *) expr);
+	*queryId = DatumGetUInt64(hash_any_extended(jstate->jumble,
+												jstate->jumble_len,
+												0));
+
+	if (*queryId == UINT64CONST(0))
+		*queryId = UINT64CONST(1);
+
+	return jstate;
+}
+
 static void
 _jumbleList(JumbleState *jstate, Node *node)
 {
diff --git a/src/backend/optimizer/path/indxpath.c b/src/backend/optimizer/path/indxpath.c
index 03a5fbdc6dc..acf4937db01 100644
--- a/src/backend/optimizer/path/indxpath.c
+++ b/src/backend/optimizer/path/indxpath.c
@@ -34,7 +34,12 @@
 #include "optimizer/restrictinfo.h"
 #include "utils/lsyscache.h"
 #include "utils/selfuncs.h"
-
+#include "parser/parse_coerce.h"
+#include "common/hashfn.h"
+#include "catalog/pg_operator.h"
+#include "nodes/queryjumble.h"
+#include "utils/syscache.h"
+#include "catalog/namespace.h"
 
 /* XXX see PartCollMatchesExprColl */
 #define IndexCollMatchesExprColl(idxcollation, exprcollation) \
@@ -193,6 +198,390 @@ static bool ec_member_matches_indexcol(PlannerInfo *root, RelOptInfo *rel,
 									   EquivalenceClass *ec, EquivalenceMember *em,
 									   void *arg);
 
+bool		enable_or_transformation = true;
+typedef struct OrClauseGroupKey
+{
+	Expr   *expr; /* Pointer to the expression tree which has been a source for
+					the hashkey value */
+	Oid		opno;
+	Oid		exprtype;
+} OrClauseGroupKey;
+
+typedef struct OrClauseGroupEntry
+{
+	OrClauseGroupKey key;
+	Node		   *node;
+	List		   *consts;
+	Oid				collation;
+	RestrictInfo   *rinfo;
+	List 		   *exprs;
+} OrClauseGroupEntry;
+
+/*
+ * Hash function that's compatible with guc_name_compare
+ */
+static uint32
+orclause_hash(const void *data, Size keysize)
+{
+	OrClauseGroupKey   *key = (OrClauseGroupKey *) data;
+	uint64				hash;
+
+	(void) JumbleExpr(key->expr, &hash);
+	hash = ((uint64) key->opno + (uint64) key->exprtype) % UINT64_MAX;
+	return hash;
+}
+
+static void *
+orclause_keycopy(void *dest, const void *src, Size keysize)
+{
+	OrClauseGroupKey *src_key = (OrClauseGroupKey *) src;
+	OrClauseGroupKey *dst_key = (OrClauseGroupKey *) dest;
+
+	Assert(sizeof(OrClauseGroupKey) == keysize);
+
+	dst_key->expr = src_key->expr;
+	dst_key->opno = src_key->opno;
+	dst_key->exprtype = src_key->exprtype;
+	return dst_key;
+}
+
+/*
+ * Dynahash match function to use in guc_hashtab
+ */
+static int
+orclause_match(const void *data1, const void *data2, Size keysize)
+{
+	OrClauseGroupKey   *key1 = (OrClauseGroupKey *) data1;
+	OrClauseGroupKey   *key2 = (OrClauseGroupKey *) data2;
+
+	Assert(sizeof(OrClauseGroupKey) == keysize);
+
+	if (key1->opno == key2->opno && key1->exprtype == key2->exprtype &&
+		equal(key1->expr, key2->expr))
+		return 0;
+
+	return 1;
+}
+
+/*
+ * Pass through baserestrictinfo clauses and try to convert OR clauses into IN
+ * Return a modified clause list or just the same baserestrictinfo, if no
+ * changes have made.
+ * XXX: do not change source list of clauses at all.
+ */
+static List *
+transform_ors(PlannerInfo *root, List *baserestrictinfo)
+{
+	ListCell   *lc;
+	List	   *modified_rinfo = NIL;
+	bool		something_changed = false;
+
+	/*
+	 * Complexity of a clause could be arbitrarily sophisticated. Here, we will
+	 * look up only on the top level of clause list.
+	 * XXX: It is substantiated? Could we change something here?
+	 */
+	foreach (lc, baserestrictinfo)
+	{
+		RestrictInfo   *rinfo = lfirst_node(RestrictInfo, lc);
+		RestrictInfo   *rinfo_base = copyObject(rinfo);
+		List		   *or_list = NIL;
+		ListCell	   *lc_eargs,
+					   *lc_rargs;
+		bool			change_apply = false;
+		HASHCTL			info;
+		HTAB 		   *or_group_htab = NULL;
+		int 			len_ors;
+		HASH_SEQ_STATUS		hash_seq;
+		OrClauseGroupEntry *gentry;
+
+		if (!enable_or_transformation || !restriction_is_or_clause(rinfo))
+		{
+			/* Add a clause without changes */
+			modified_rinfo = lappend(modified_rinfo, rinfo);
+			continue;
+		}
+
+		len_ors = ((BoolExpr *) rinfo->clause)->args? list_length(((BoolExpr *) rinfo->clause)->args) : 0;
+
+		if (len_ors < 2)
+		{
+			/* Add a clause without changes */
+			modified_rinfo = lappend(modified_rinfo, rinfo);
+			continue;
+		}
+
+		MemSet(&info, 0, sizeof(info));
+		info.keysize = sizeof(OrClauseGroupKey);
+		info.entrysize = sizeof(OrClauseGroupEntry);
+		info.hash = orclause_hash;
+		info.keycopy = orclause_keycopy;
+		info.match = orclause_match;
+		or_group_htab = hash_create("OR Groups",
+									len_ors,
+									&info,
+									HASH_ELEM | HASH_FUNCTION | HASH_COMPARE | HASH_KEYCOPY);
+
+		/*
+		 * NOTE:
+		 * It is an OR-clause. So, rinfo->orclause is a BoolExpr node, contains
+		 * a list of sub-restrictinfo args, and rinfo->clause - which is the
+		 * same expression, made from bare clauses. To not break selectivity
+		 * caches and other optimizations, use both:
+		 * - use rinfos from orclause if no transformation needed
+		 * - use  bare quals from rinfo->clause in the case of transformation,
+		 * to create new RestrictInfo: in this case we have no options to avoid
+		 * selectivity estimation procedure.
+		 */
+		forboth(lc_eargs, ((BoolExpr *) rinfo->clause)->args,
+				lc_rargs, ((BoolExpr *) rinfo->orclause)->args)
+		{
+			Expr			   *or_qual = (Expr *) lfirst(lc_eargs);
+			RestrictInfo	   *sub_rinfo;
+			Node			   *const_expr;
+			Node			   *nconst_expr;
+			OrClauseGroupKey		hashkey;
+			bool found = false;
+
+			/* It may be one more boolean expression, skip it for now */
+			if (!IsA(lfirst(lc_rargs), RestrictInfo))
+			{
+				or_list = lappend(or_list, (void *) or_qual);
+				continue;
+			}
+
+			sub_rinfo = lfirst_node(RestrictInfo, lc_rargs);
+
+			/* Check: it is an expr of the form 'F(x) oper ConstExpr' */
+			if (!IsA(or_qual, OpExpr) ||
+				!(bms_is_empty(sub_rinfo->left_relids) ^
+				bms_is_empty(sub_rinfo->right_relids)) ||
+				contain_volatile_functions((Node *) or_qual))
+			{
+				/* Again, it's not the expr we can transform */
+				or_list = lappend(or_list, (void *) or_qual);
+				continue;
+			}
+
+			/* Get pointers to constant and expression sides of the clause */
+			const_expr =bms_is_empty(sub_rinfo->left_relids) ?
+												get_leftop(sub_rinfo->clause) :
+												get_rightop(sub_rinfo->clause);
+			nconst_expr = bms_is_empty(sub_rinfo->left_relids) ?
+												get_rightop(sub_rinfo->clause) :
+												get_leftop(sub_rinfo->clause);
+
+			if (!op_mergejoinable(((OpExpr *) sub_rinfo->clause)->opno, exprType(nconst_expr)))
+			{
+				/* And again, filter out non-equality operators */
+				or_list = lappend(or_list, (void *) or_qual);
+				continue;
+			}
+
+			/*
+			 * At this point we definitely have a transformable clause.
+			 * Classify it and add into specific group of clauses, or create new
+			 * group.
+			 */
+			hashkey.expr = (Expr *) nconst_expr;
+			hashkey.opno = ((OpExpr *) or_qual)->opno;
+			hashkey.exprtype = exprType(nconst_expr);
+			gentry = hash_search(or_group_htab, &hashkey, HASH_ENTER, &found);
+
+			if (unlikely(found))
+			{
+				gentry->consts = lappend(gentry->consts, const_expr);
+				gentry->exprs = lappend(gentry->exprs, or_qual);
+			}
+			else
+			{
+				gentry->node = nconst_expr;
+				gentry->consts = list_make1(const_expr);
+				gentry->exprs = list_make1(or_qual);
+				gentry->rinfo = sub_rinfo;
+				gentry->collation = exprInputCollation((Node *)sub_rinfo->clause);
+			}
+		}
+
+		if (list_length(or_list) == len_ors)
+		{
+			/*
+			* No any transformations possible with this list of arguments. Here we
+			* already made all underlying transformations. Thus, just return the
+			* transformed bool expression.
+			*/
+			modified_rinfo = lappend(modified_rinfo, rinfo);
+			continue;
+		}
+
+		if (!or_group_htab && hash_get_num_entries(or_group_htab) < 1)
+		{
+			/*
+			 * No any transformations possible with this rinfo, just add itself
+			 * to the list and go further.
+			 */
+			modified_rinfo = lappend(modified_rinfo, rinfo);
+			continue;
+		}
+
+		hash_seq_init(&hash_seq, or_group_htab);
+
+		/* Let's convert each group of clauses to an IN operation. */
+
+		/*
+		* Go through the list of groups and convert each, where number of
+		* consts more than 1. trivial groups move to OR-list again
+		*/
+
+		while ((gentry = (OrClauseGroupEntry *) hash_seq_search(&hash_seq)) != NULL)
+		{
+			Oid				    scalar_type;
+			Oid					array_type;
+
+			Assert(list_length(gentry->consts) > 0);
+			Assert(list_length(gentry->exprs) == list_length(gentry->consts));
+
+			if (list_length(gentry->consts) == 1)
+			{
+				/*
+				* Only one element in the class. Return rinfo into the BoolExpr
+				* args list unchanged.
+				*/
+				list_free(gentry->consts);
+				or_list = list_concat(or_list, gentry->exprs);
+				continue;
+			}
+
+			/*
+			* Do the transformation.
+			*
+			* First of all, try to select a common type for the array elements.
+			* Note that since the LHS' type is first in the list, it will be
+			* preferred when there is doubt (eg, when all the RHS items are
+			* unknown literals).
+			*
+			* Note: use list_concat here not lcons, to avoid damaging rnonvars.
+			*
+			* As a source of insides, use make_scalar_array_op()
+			*/
+			scalar_type = gentry->key.exprtype;
+
+			if (scalar_type != RECORDOID && OidIsValid(scalar_type))
+				array_type = get_array_type(scalar_type);
+			else
+				array_type = InvalidOid;
+
+			if (array_type != InvalidOid && scalar_type != InvalidOid)
+			{
+				/*
+				* OK: coerce all the right-hand non-Var inputs to the common
+				* type and build an ArrayExpr for them.
+				*/
+				List	   *aexprs = NULL;
+				ArrayExpr  *newa = NULL;
+				ScalarArrayOpExpr *saopexpr = NULL;
+				HeapTuple			opertup;
+				Form_pg_operator	operform;
+				List			   *namelist = NIL;
+
+				aexprs = gentry->consts;
+
+				newa = makeNode(ArrayExpr);
+				/* array_collid will be set by parse_collate.c */
+				newa->element_typeid = scalar_type;
+				newa->array_typeid = array_type;
+				newa->multidims = false;
+				newa->elements = aexprs;
+				newa->location = -1;
+
+				opertup = SearchSysCache1(OPEROID,
+									  ObjectIdGetDatum(gentry->key.opno));
+
+				if (!HeapTupleIsValid(opertup))
+					elog(ERROR, "cache lookup failed for operator %u",
+						gentry->key.opno);
+
+				operform = (Form_pg_operator) GETSTRUCT(opertup);
+				if (!OperatorIsVisible(gentry->key.opno))
+					namelist = lappend(namelist, makeString(get_namespace_name(operform->oprnamespace)));
+
+				namelist = lappend(namelist, makeString(pstrdup(NameStr(operform->oprname))));
+				ReleaseSysCache(opertup);
+
+				saopexpr = makeNode(ScalarArrayOpExpr);
+				saopexpr->opno = ((OpExpr *) gentry->rinfo->clause)->opno;
+				saopexpr->useOr = true;
+				saopexpr->inputcollid = gentry->collation;
+				saopexpr->args = list_make2(gentry->node, newa);
+				saopexpr->location = -1;
+
+
+				or_list = lappend(or_list, (void *) saopexpr);
+
+				something_changed = true;
+				change_apply = true;
+
+			}
+			else
+			{
+				list_free(gentry->consts);
+				or_list = lappend(or_list, (void *) gentry->rinfo->clause);
+			}
+			hash_search(or_group_htab, &gentry->key, HASH_REMOVE, NULL);
+		}
+
+		hash_destroy(or_group_htab);
+
+		if (!change_apply)
+		{
+			/*
+			 * Each group contains only one element - use rinfo as is.
+			 */
+			modified_rinfo = lappend(modified_rinfo, rinfo);
+			list_free(or_list);
+			continue;
+		}
+
+		/*
+		 * Make a new version of the restriction. Remember source restriction
+		 * can be used in another path (SeqScan, for example).
+		 */
+
+		/* One more trick: assemble correct clause */
+		rinfo = make_restrictinfo(root,
+				  list_length(or_list) > 1 ? makeBoolExpr(OR_EXPR, or_list, ((BoolExpr *) rinfo->clause)->location) :
+											 linitial(or_list),
+				  rinfo->is_pushed_down,
+				  rinfo->has_clone,
+				  rinfo->is_clone,
+				  rinfo->pseudoconstant,
+				  rinfo->security_level,
+				  rinfo->required_relids,
+				  rinfo->incompatible_relids,
+				  rinfo->outer_relids);
+		rinfo->eval_cost=rinfo_base->eval_cost;
+		rinfo->norm_selec=rinfo_base->norm_selec;
+		rinfo->outer_selec=rinfo_base->outer_selec;
+		rinfo->left_bucketsize=rinfo_base->left_bucketsize;
+		rinfo->right_bucketsize=rinfo_base->right_bucketsize;
+		rinfo->left_mcvfreq=rinfo_base->left_mcvfreq;
+		rinfo->right_mcvfreq=rinfo_base->right_mcvfreq;
+		modified_rinfo = lappend(modified_rinfo, rinfo);
+		something_changed = true;
+	}
+
+	/*
+	 * Check if transformation has made. If nothing changed - return
+	 * baserestrictinfo as is.
+	 */
+	if (something_changed)
+	{
+		return modified_rinfo;
+	}
+
+	list_free(modified_rinfo);
+	return baserestrictinfo;
+}
 
 /*
  * create_index_paths()
@@ -719,6 +1108,9 @@ get_index_paths(PlannerInfo *root, RelOptInfo *rel,
 	bool		skip_lower_saop = false;
 	ListCell   *lc;
 
+	if (rel->reloptkind == RELOPT_BASEREL)
+		rel->baserestrictinfo = transform_ors(root, rel->baserestrictinfo);
+
 	/*
 	 * Build simple index paths using the clauses.  Allow ScalarArrayOpExpr
 	 * clauses only if the index AM supports them natively, and skip any such
diff --git a/src/backend/utils/misc/guc_tables.c b/src/backend/utils/misc/guc_tables.c
index b764ef69980..2ca8a21caf0 100644
--- a/src/backend/utils/misc/guc_tables.c
+++ b/src/backend/utils/misc/guc_tables.c
@@ -1048,6 +1048,16 @@ struct config_bool ConfigureNamesBool[] =
 		true,
 		NULL, NULL, NULL
 	},
+	{
+		{"enable_or_transformation", PGC_USERSET, QUERY_TUNING_OTHER,
+			gettext_noop("Transform a sequence of OR clauses to an IN expression."),
+			gettext_noop("The planner will replace clauses like 'x=c1 OR x=c2 .."
+						 "to the clause 'x IN (c1,c2,...)'")
+		},
+		&enable_or_transformation,
+		true,
+		NULL, NULL, NULL
+	},
 	{
 		/*
 		 * Not for general use --- used by SET SESSION AUTHORIZATION and SET
diff --git a/src/backend/utils/misc/postgresql.conf.sample b/src/backend/utils/misc/postgresql.conf.sample
index e48c066a5b1..f31778074b4 100644
--- a/src/backend/utils/misc/postgresql.conf.sample
+++ b/src/backend/utils/misc/postgresql.conf.sample
@@ -370,6 +370,7 @@
 
 # - Planner Method Configuration -
 
+#enable_or_transformation = on
 #enable_async_append = on
 #enable_bitmapscan = on
 #enable_gathermerge = on
diff --git a/src/include/nodes/queryjumble.h b/src/include/nodes/queryjumble.h
index 0769081c7ab..4aaa31aa80e 100644
--- a/src/include/nodes/queryjumble.h
+++ b/src/include/nodes/queryjumble.h
@@ -65,6 +65,7 @@ extern PGDLLIMPORT int compute_query_id;
 
 extern const char *CleanQuerytext(const char *query, int *location, int *len);
 extern JumbleState *JumbleQuery(Query *query);
+extern JumbleState *JumbleExpr(Expr *expr, uint64 *queryId);
 extern void EnableQueryId(void);
 
 extern PGDLLIMPORT bool query_id_enabled;
diff --git a/src/include/optimizer/paths.h b/src/include/optimizer/paths.h
index 9e7408c7ecf..f8be9f9f605 100644
--- a/src/include/optimizer/paths.h
+++ b/src/include/optimizer/paths.h
@@ -24,6 +24,7 @@ extern PGDLLIMPORT bool enable_geqo;
 extern PGDLLIMPORT int geqo_threshold;
 extern PGDLLIMPORT int min_parallel_table_scan_size;
 extern PGDLLIMPORT int min_parallel_index_scan_size;
+extern PGDLLIMPORT bool enable_or_transformation;
 
 /* Hook for plugins to get control in set_rel_pathlist() */
 typedef void (*set_rel_pathlist_hook_type) (PlannerInfo *root,
diff --git a/src/test/regress/expected/create_index.out b/src/test/regress/expected/create_index.out
index acfd9d1f4f7..5a73c8f51a6 100644
--- a/src/test/regress/expected/create_index.out
+++ b/src/test/regress/expected/create_index.out
@@ -1883,6 +1883,126 @@ SELECT count(*) FROM tenk1
     10
 (1 row)
 
+SET enable_or_transformation = on;
+EXPLAIN (COSTS OFF)
+SELECT * FROM tenk1
+  WHERE thousand = 42 AND (tenthous = 1 OR tenthous = 3 OR tenthous = 42);
+                               QUERY PLAN                               
+------------------------------------------------------------------------
+ Index Scan using tenk1_thous_tenthous on tenk1
+   Index Cond: ((thousand = 42) AND (tenthous = ANY (ARRAY[1, 3, 42])))
+(2 rows)
+
+SELECT * FROM tenk1
+  WHERE thousand = 42 AND (tenthous = 1 OR tenthous = 3 OR tenthous = 42);
+ unique1 | unique2 | two | four | ten | twenty | hundred | thousand | twothousand | fivethous | tenthous | odd | even | stringu1 | stringu2 | string4 
+---------+---------+-----+------+-----+--------+---------+----------+-------------+-----------+----------+-----+------+----------+----------+---------
+      42 |    5530 |   0 |    2 |   2 |      2 |      42 |       42 |          42 |        42 |       42 |  84 |   85 | QBAAAA   | SEIAAA   | OOOOxx
+(1 row)
+
+EXPLAIN (COSTS OFF)
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand = 42 OR thousand = 99);
+                                 QUERY PLAN                                  
+-----------------------------------------------------------------------------
+ Aggregate
+   ->  Bitmap Heap Scan on tenk1
+         Recheck Cond: ((hundred = 42) AND (thousand = ANY (ARRAY[42, 99])))
+         ->  BitmapAnd
+               ->  Bitmap Index Scan on tenk1_hundred
+                     Index Cond: (hundred = 42)
+               ->  Bitmap Index Scan on tenk1_thous_tenthous
+                     Index Cond: (thousand = ANY (ARRAY[42, 99]))
+(8 rows)
+
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand = 42 OR thousand = 99);
+ count 
+-------
+    10
+(1 row)
+
+EXPLAIN (COSTS OFF)
+SELECT count(*) FROM tenk1
+  WHERE thousand = 42 AND (tenthous = 1 OR tenthous = 3) OR thousand = 41;
+                                                        QUERY PLAN                                                         
+---------------------------------------------------------------------------------------------------------------------------
+ Aggregate
+   ->  Bitmap Heap Scan on tenk1
+         Recheck Cond: ((((thousand = 42) AND (tenthous = 1)) OR ((thousand = 42) AND (tenthous = 3))) OR (thousand = 41))
+         ->  BitmapOr
+               ->  BitmapOr
+                     ->  Bitmap Index Scan on tenk1_thous_tenthous
+                           Index Cond: ((thousand = 42) AND (tenthous = 1))
+                     ->  Bitmap Index Scan on tenk1_thous_tenthous
+                           Index Cond: ((thousand = 42) AND (tenthous = 3))
+               ->  Bitmap Index Scan on tenk1_thous_tenthous
+                     Index Cond: (thousand = 41)
+(11 rows)
+
+SELECT count(*) FROM tenk1
+  WHERE thousand = 42 AND (tenthous = 1 OR tenthous = 3) OR thousand = 41;
+ count 
+-------
+    10
+(1 row)
+
+EXPLAIN (COSTS OFF)
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand = 42 OR thousand = 99 OR tenthous < 2) OR thousand = 41;
+                                                       QUERY PLAN                                                       
+------------------------------------------------------------------------------------------------------------------------
+ Aggregate
+   ->  Bitmap Heap Scan on tenk1
+         Recheck Cond: (((hundred = 42) AND ((thousand = 42) OR (thousand = 99) OR (tenthous < 2))) OR (thousand = 41))
+         ->  BitmapOr
+               ->  BitmapAnd
+                     ->  Bitmap Index Scan on tenk1_hundred
+                           Index Cond: (hundred = 42)
+                     ->  BitmapOr
+                           ->  Bitmap Index Scan on tenk1_thous_tenthous
+                                 Index Cond: (thousand = 42)
+                           ->  Bitmap Index Scan on tenk1_thous_tenthous
+                                 Index Cond: (thousand = 99)
+                           ->  Bitmap Index Scan on tenk1_thous_tenthous
+                                 Index Cond: (tenthous < 2)
+               ->  Bitmap Index Scan on tenk1_thous_tenthous
+                     Index Cond: (thousand = 41)
+(16 rows)
+
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand = 42 OR thousand = 99 OR tenthous < 2) OR thousand = 41;
+ count 
+-------
+    20
+(1 row)
+
+EXPLAIN (COSTS OFF)
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand = 42 OR thousand = 41 OR thousand = 99 AND tenthous = 2);
+                                                      QUERY PLAN                                                       
+-----------------------------------------------------------------------------------------------------------------------
+ Aggregate
+   ->  Bitmap Heap Scan on tenk1
+         Recheck Cond: ((hundred = 42) AND (((thousand = 99) AND (tenthous = 2)) OR (thousand = ANY (ARRAY[42, 41]))))
+         ->  BitmapAnd
+               ->  Bitmap Index Scan on tenk1_hundred
+                     Index Cond: (hundred = 42)
+               ->  BitmapOr
+                     ->  Bitmap Index Scan on tenk1_thous_tenthous
+                           Index Cond: ((thousand = 99) AND (tenthous = 2))
+                     ->  Bitmap Index Scan on tenk1_thous_tenthous
+                           Index Cond: (thousand = ANY (ARRAY[42, 41]))
+(11 rows)
+
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand = 42 OR thousand = 41 OR thousand = 99 AND tenthous = 2);
+ count 
+-------
+    10
+(1 row)
+
+RESET enable_or_transformation;
 --
 -- Check behavior with duplicate index column contents
 --
diff --git a/src/test/regress/expected/guc.out b/src/test/regress/expected/guc.out
index 127c9532976..0f2b1b16200 100644
--- a/src/test/regress/expected/guc.out
+++ b/src/test/regress/expected/guc.out
@@ -861,7 +861,8 @@ SELECT name FROM tab_settings_flags
            name            
 ---------------------------
  default_statistics_target
-(1 row)
+ enable_or_transformation
+(2 rows)
 
 -- Runtime-computed GUCs should be part of the preset category.
 SELECT name FROM tab_settings_flags
diff --git a/src/test/regress/expected/join.out b/src/test/regress/expected/join.out
index 2c73270143b..54b8fdb2e88 100644
--- a/src/test/regress/expected/join.out
+++ b/src/test/regress/expected/join.out
@@ -4233,6 +4233,54 @@ select * from tenk1 a join tenk1 b on
                            Index Cond: (unique2 = 7)
 (19 rows)
 
+SET enable_or_transformation = on;
+explain (costs off)
+select * from tenk1 a join tenk1 b on
+  (a.unique1 = 1 and b.unique1 = 2) or
+  ((a.unique2 = 3 or a.unique2 = 7) and b.hundred = 4);
+                                                      QUERY PLAN                                                      
+----------------------------------------------------------------------------------------------------------------------
+ Nested Loop
+   Join Filter: (((a.unique1 = 1) AND (b.unique1 = 2)) OR (((a.unique2 = 3) OR (a.unique2 = 7)) AND (b.hundred = 4)))
+   ->  Bitmap Heap Scan on tenk1 b
+         Recheck Cond: ((unique1 = 2) OR (hundred = 4))
+         ->  BitmapOr
+               ->  Bitmap Index Scan on tenk1_unique1
+                     Index Cond: (unique1 = 2)
+               ->  Bitmap Index Scan on tenk1_hundred
+                     Index Cond: (hundred = 4)
+   ->  Materialize
+         ->  Bitmap Heap Scan on tenk1 a
+               Recheck Cond: ((unique2 = ANY (ARRAY[3, 7])) OR (unique1 = 1))
+               ->  BitmapOr
+                     ->  Bitmap Index Scan on tenk1_unique2
+                           Index Cond: (unique2 = ANY (ARRAY[3, 7]))
+                     ->  Bitmap Index Scan on tenk1_unique1
+                           Index Cond: (unique1 = 1)
+(17 rows)
+
+explain (costs off)
+select * from tenk1 a join tenk1 b on
+  (a.unique1 < 20 or a.unique1 = 3 or a.unique1 = 1 and b.unique1 = 2) or
+  ((a.unique2 = 3 or a.unique2 = 7) and b.hundred = 4);
+                                                                         QUERY PLAN                                                                          
+-------------------------------------------------------------------------------------------------------------------------------------------------------------
+ Nested Loop
+   Join Filter: ((a.unique1 < 20) OR (a.unique1 = 3) OR ((a.unique1 = 1) AND (b.unique1 = 2)) OR (((a.unique2 = 3) OR (a.unique2 = 7)) AND (b.hundred = 4)))
+   ->  Seq Scan on tenk1 b
+   ->  Materialize
+         ->  Bitmap Heap Scan on tenk1 a
+               Recheck Cond: ((unique1 < 20) OR (unique1 = ANY (ARRAY[3, 1])) OR (unique2 = ANY (ARRAY[3, 7])))
+               ->  BitmapOr
+                     ->  Bitmap Index Scan on tenk1_unique1
+                           Index Cond: (unique1 < 20)
+                     ->  Bitmap Index Scan on tenk1_unique1
+                           Index Cond: (unique1 = ANY (ARRAY[3, 1]))
+                     ->  Bitmap Index Scan on tenk1_unique2
+                           Index Cond: (unique2 = ANY (ARRAY[3, 7]))
+(13 rows)
+
+RESET enable_or_transformation;
 --
 -- test placement of movable quals in a parameterized join tree
 --
diff --git a/src/test/regress/expected/partition_prune.out b/src/test/regress/expected/partition_prune.out
index 9a4c48c0556..38b4ec98403 100644
--- a/src/test/regress/expected/partition_prune.out
+++ b/src/test/regress/expected/partition_prune.out
@@ -101,6 +101,28 @@ explain (costs off) select * from lp where a is not null and (a = 'a' or a = 'c'
          Filter: ((a IS NOT NULL) AND ((a = 'a'::bpchar) OR (a = 'c'::bpchar)))
 (5 rows)
 
+SET enable_or_transformation = on;
+explain (costs off) select * from lp where a = 'a' or a = 'c';
+                        QUERY PLAN                        
+----------------------------------------------------------
+ Append
+   ->  Seq Scan on lp_ad lp_1
+         Filter: ((a = 'a'::bpchar) OR (a = 'c'::bpchar))
+   ->  Seq Scan on lp_bc lp_2
+         Filter: ((a = 'a'::bpchar) OR (a = 'c'::bpchar))
+(5 rows)
+
+explain (costs off) select * from lp where a is not null and (a = 'a' or a = 'c');
+                                   QUERY PLAN                                   
+--------------------------------------------------------------------------------
+ Append
+   ->  Seq Scan on lp_ad lp_1
+         Filter: ((a IS NOT NULL) AND ((a = 'a'::bpchar) OR (a = 'c'::bpchar)))
+   ->  Seq Scan on lp_bc lp_2
+         Filter: ((a IS NOT NULL) AND ((a = 'a'::bpchar) OR (a = 'c'::bpchar)))
+(5 rows)
+
+RESET enable_or_transformation;
 explain (costs off) select * from lp where a <> 'g';
              QUERY PLAN             
 ------------------------------------
@@ -671,6 +693,163 @@ explain (costs off) select * from rlp where (a = 1 and a = 3) or (a > 1 and a =
          Filter: (((a = 1) AND (a = 3)) OR ((a > 1) AND (a = 15)))
 (11 rows)
 
+SET enable_or_transformation = on;
+explain (costs off) select * from rlp where a = 1 or a = 7;
+           QUERY PLAN           
+--------------------------------
+ Seq Scan on rlp2 rlp
+   Filter: ((a = 1) OR (a = 7))
+(2 rows)
+
+explain (costs off) select * from rlp where a = 1 or b = 'ab';
+                      QUERY PLAN                       
+-------------------------------------------------------
+ Append
+   ->  Seq Scan on rlp1 rlp_1
+         Filter: ((a = 1) OR ((b)::text = 'ab'::text))
+   ->  Seq Scan on rlp2 rlp_2
+         Filter: ((a = 1) OR ((b)::text = 'ab'::text))
+   ->  Seq Scan on rlp3abcd rlp_3
+         Filter: ((a = 1) OR ((b)::text = 'ab'::text))
+   ->  Seq Scan on rlp4_1 rlp_4
+         Filter: ((a = 1) OR ((b)::text = 'ab'::text))
+   ->  Seq Scan on rlp4_2 rlp_5
+         Filter: ((a = 1) OR ((b)::text = 'ab'::text))
+   ->  Seq Scan on rlp4_default rlp_6
+         Filter: ((a = 1) OR ((b)::text = 'ab'::text))
+   ->  Seq Scan on rlp5_1 rlp_7
+         Filter: ((a = 1) OR ((b)::text = 'ab'::text))
+   ->  Seq Scan on rlp5_default rlp_8
+         Filter: ((a = 1) OR ((b)::text = 'ab'::text))
+   ->  Seq Scan on rlp_default_10 rlp_9
+         Filter: ((a = 1) OR ((b)::text = 'ab'::text))
+   ->  Seq Scan on rlp_default_30 rlp_10
+         Filter: ((a = 1) OR ((b)::text = 'ab'::text))
+   ->  Seq Scan on rlp_default_null rlp_11
+         Filter: ((a = 1) OR ((b)::text = 'ab'::text))
+   ->  Seq Scan on rlp_default_default rlp_12
+         Filter: ((a = 1) OR ((b)::text = 'ab'::text))
+(25 rows)
+
+explain (costs off) select * from rlp where a > 20 and a < 27;
+               QUERY PLAN                
+-----------------------------------------
+ Append
+   ->  Seq Scan on rlp4_1 rlp_1
+         Filter: ((a > 20) AND (a < 27))
+   ->  Seq Scan on rlp4_2 rlp_2
+         Filter: ((a > 20) AND (a < 27))
+(5 rows)
+
+explain (costs off) select * from rlp where a = 29;
+          QUERY PLAN          
+------------------------------
+ Seq Scan on rlp4_default rlp
+   Filter: (a = 29)
+(2 rows)
+
+explain (costs off) select * from rlp where a >= 29;
+                 QUERY PLAN                  
+---------------------------------------------
+ Append
+   ->  Seq Scan on rlp4_default rlp_1
+         Filter: (a >= 29)
+   ->  Seq Scan on rlp5_1 rlp_2
+         Filter: (a >= 29)
+   ->  Seq Scan on rlp5_default rlp_3
+         Filter: (a >= 29)
+   ->  Seq Scan on rlp_default_30 rlp_4
+         Filter: (a >= 29)
+   ->  Seq Scan on rlp_default_default rlp_5
+         Filter: (a >= 29)
+(11 rows)
+
+explain (costs off) select * from rlp where a < 1 or (a > 20 and a < 25);
+                      QUERY PLAN                      
+------------------------------------------------------
+ Append
+   ->  Seq Scan on rlp1 rlp_1
+         Filter: ((a < 1) OR ((a > 20) AND (a < 25)))
+   ->  Seq Scan on rlp4_1 rlp_2
+         Filter: ((a < 1) OR ((a > 20) AND (a < 25)))
+(5 rows)
+
+explain (costs off) select * from rlp where a = 20 or a = 40;
+               QUERY PLAN               
+----------------------------------------
+ Append
+   ->  Seq Scan on rlp4_1 rlp_1
+         Filter: ((a = 20) OR (a = 40))
+   ->  Seq Scan on rlp5_default rlp_2
+         Filter: ((a = 20) OR (a = 40))
+(5 rows)
+
+explain (costs off) select * from rlp3 where a = 20;   /* empty */
+        QUERY PLAN        
+--------------------------
+ Result
+   One-Time Filter: false
+(2 rows)
+
+explain (costs off) select * from rlp where a > 1 and a = 10;	/* only default */
+            QUERY PLAN            
+----------------------------------
+ Seq Scan on rlp_default_10 rlp
+   Filter: ((a > 1) AND (a = 10))
+(2 rows)
+
+explain (costs off) select * from rlp where a > 1 and a >=15;	/* rlp3 onwards, including default */
+                  QUERY PLAN                  
+----------------------------------------------
+ Append
+   ->  Seq Scan on rlp3abcd rlp_1
+         Filter: ((a > 1) AND (a >= 15))
+   ->  Seq Scan on rlp3efgh rlp_2
+         Filter: ((a > 1) AND (a >= 15))
+   ->  Seq Scan on rlp3nullxy rlp_3
+         Filter: ((a > 1) AND (a >= 15))
+   ->  Seq Scan on rlp3_default rlp_4
+         Filter: ((a > 1) AND (a >= 15))
+   ->  Seq Scan on rlp4_1 rlp_5
+         Filter: ((a > 1) AND (a >= 15))
+   ->  Seq Scan on rlp4_2 rlp_6
+         Filter: ((a > 1) AND (a >= 15))
+   ->  Seq Scan on rlp4_default rlp_7
+         Filter: ((a > 1) AND (a >= 15))
+   ->  Seq Scan on rlp5_1 rlp_8
+         Filter: ((a > 1) AND (a >= 15))
+   ->  Seq Scan on rlp5_default rlp_9
+         Filter: ((a > 1) AND (a >= 15))
+   ->  Seq Scan on rlp_default_30 rlp_10
+         Filter: ((a > 1) AND (a >= 15))
+   ->  Seq Scan on rlp_default_default rlp_11
+         Filter: ((a > 1) AND (a >= 15))
+(23 rows)
+
+explain (costs off) select * from rlp where a = 1 and a = 3;	/* empty */
+        QUERY PLAN        
+--------------------------
+ Result
+   One-Time Filter: false
+(2 rows)
+
+explain (costs off) select * from rlp where (a = 1 and a = 3) or (a > 1 and a = 15);
+                            QUERY PLAN                             
+-------------------------------------------------------------------
+ Append
+   ->  Seq Scan on rlp2 rlp_1
+         Filter: (((a = 1) AND (a = 3)) OR ((a > 1) AND (a = 15)))
+   ->  Seq Scan on rlp3abcd rlp_2
+         Filter: (((a = 1) AND (a = 3)) OR ((a > 1) AND (a = 15)))
+   ->  Seq Scan on rlp3efgh rlp_3
+         Filter: (((a = 1) AND (a = 3)) OR ((a > 1) AND (a = 15)))
+   ->  Seq Scan on rlp3nullxy rlp_4
+         Filter: (((a = 1) AND (a = 3)) OR ((a > 1) AND (a = 15)))
+   ->  Seq Scan on rlp3_default rlp_5
+         Filter: (((a = 1) AND (a = 3)) OR ((a > 1) AND (a = 15)))
+(11 rows)
+
+RESET enable_or_transformation;
 -- multi-column keys
 create table mc3p (a int, b int, c int) partition by range (a, abs(b), c);
 create table mc3p_default partition of mc3p default;
diff --git a/src/test/regress/expected/sysviews.out b/src/test/regress/expected/sysviews.out
index 271313ebf86..566f51df428 100644
--- a/src/test/regress/expected/sysviews.out
+++ b/src/test/regress/expected/sysviews.out
@@ -123,6 +123,7 @@ select name, setting from pg_settings where name like 'enable%';
  enable_memoize                 | on
  enable_mergejoin               | on
  enable_nestloop                | on
+ enable_or_transformation       | off
  enable_parallel_append         | on
  enable_parallel_hash           | on
  enable_partition_pruning       | on
@@ -133,7 +134,7 @@ select name, setting from pg_settings where name like 'enable%';
  enable_seqscan                 | on
  enable_sort                    | on
  enable_tidscan                 | on
-(22 rows)
+(23 rows)
 
 -- There are always wait event descriptions for various types.
 select type, count(*) > 0 as ok FROM pg_wait_events
diff --git a/src/test/regress/expected/tidscan.out b/src/test/regress/expected/tidscan.out
index f133b5a4ac7..2e12944bd13 100644
--- a/src/test/regress/expected/tidscan.out
+++ b/src/test/regress/expected/tidscan.out
@@ -56,6 +56,23 @@ SELECT ctid, * FROM tidscan WHERE ctid = '(0,2)' OR '(0,1)' = ctid;
  (0,2) |  2
 (2 rows)
 
+SET enable_or_transformation = on;
+EXPLAIN (COSTS OFF)
+SELECT ctid, * FROM tidscan WHERE ctid = '(0,2)' OR '(0,1)' = ctid;
+                          QUERY PLAN                          
+--------------------------------------------------------------
+ Tid Scan on tidscan
+   TID Cond: (ctid = ANY (ARRAY['(0,2)'::tid, '(0,1)'::tid]))
+(2 rows)
+
+SELECT ctid, * FROM tidscan WHERE ctid = '(0,2)' OR '(0,1)' = ctid;
+ ctid  | id 
+-------+----
+ (0,1) |  1
+ (0,2) |  2
+(2 rows)
+
+RESET enable_or_transformation;
 -- ctid = ScalarArrayOp - implemented as tidscan
 EXPLAIN (COSTS OFF)
 SELECT ctid, * FROM tidscan WHERE ctid = ANY(ARRAY['(0,1)', '(0,2)']::tid[]);
diff --git a/src/test/regress/sql/create_index.sql b/src/test/regress/sql/create_index.sql
index d49ce9f3007..48bb1bc0a0a 100644
--- a/src/test/regress/sql/create_index.sql
+++ b/src/test/regress/sql/create_index.sql
@@ -737,6 +737,38 @@ SELECT count(*) FROM tenk1
 SELECT count(*) FROM tenk1
   WHERE hundred = 42 AND (thousand = 42 OR thousand = 99);
 
+SET enable_or_transformation = on;
+EXPLAIN (COSTS OFF)
+SELECT * FROM tenk1
+  WHERE thousand = 42 AND (tenthous = 1 OR tenthous = 3 OR tenthous = 42);
+SELECT * FROM tenk1
+  WHERE thousand = 42 AND (tenthous = 1 OR tenthous = 3 OR tenthous = 42);
+
+EXPLAIN (COSTS OFF)
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand = 42 OR thousand = 99);
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand = 42 OR thousand = 99);
+
+EXPLAIN (COSTS OFF)
+SELECT count(*) FROM tenk1
+  WHERE thousand = 42 AND (tenthous = 1 OR tenthous = 3) OR thousand = 41;
+SELECT count(*) FROM tenk1
+  WHERE thousand = 42 AND (tenthous = 1 OR tenthous = 3) OR thousand = 41;
+
+EXPLAIN (COSTS OFF)
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand = 42 OR thousand = 99 OR tenthous < 2) OR thousand = 41;
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand = 42 OR thousand = 99 OR tenthous < 2) OR thousand = 41;
+
+EXPLAIN (COSTS OFF)
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand = 42 OR thousand = 41 OR thousand = 99 AND tenthous = 2);
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand = 42 OR thousand = 41 OR thousand = 99 AND tenthous = 2);
+RESET enable_or_transformation;
+
 --
 -- Check behavior with duplicate index column contents
 --
diff --git a/src/test/regress/sql/join.sql b/src/test/regress/sql/join.sql
index 8a8a63bd2f1..55d7e2ae7d6 100644
--- a/src/test/regress/sql/join.sql
+++ b/src/test/regress/sql/join.sql
@@ -1408,6 +1408,16 @@ explain (costs off)
 select * from tenk1 a join tenk1 b on
   (a.unique1 = 1 and b.unique1 = 2) or
   ((a.unique2 = 3 or a.unique2 = 7) and b.hundred = 4);
+SET enable_or_transformation = on;
+explain (costs off)
+select * from tenk1 a join tenk1 b on
+  (a.unique1 = 1 and b.unique1 = 2) or
+  ((a.unique2 = 3 or a.unique2 = 7) and b.hundred = 4);
+explain (costs off)
+select * from tenk1 a join tenk1 b on
+  (a.unique1 < 20 or a.unique1 = 3 or a.unique1 = 1 and b.unique1 = 2) or
+  ((a.unique2 = 3 or a.unique2 = 7) and b.hundred = 4);
+RESET enable_or_transformation;
 
 --
 -- test placement of movable quals in a parameterized join tree
diff --git a/src/test/regress/sql/partition_prune.sql b/src/test/regress/sql/partition_prune.sql
index 7bf3920827f..1e270ae9c06 100644
--- a/src/test/regress/sql/partition_prune.sql
+++ b/src/test/regress/sql/partition_prune.sql
@@ -21,6 +21,12 @@ explain (costs off) select * from lp where a is not null;
 explain (costs off) select * from lp where a is null;
 explain (costs off) select * from lp where a = 'a' or a = 'c';
 explain (costs off) select * from lp where a is not null and (a = 'a' or a = 'c');
+
+SET enable_or_transformation = on;
+explain (costs off) select * from lp where a = 'a' or a = 'c';
+explain (costs off) select * from lp where a is not null and (a = 'a' or a = 'c');
+RESET enable_or_transformation;
+
 explain (costs off) select * from lp where a <> 'g';
 explain (costs off) select * from lp where a <> 'a' and a <> 'd';
 explain (costs off) select * from lp where a not in ('a', 'd');
@@ -99,6 +105,22 @@ explain (costs off) select * from rlp where a > 1 and a >=15;	/* rlp3 onwards, i
 explain (costs off) select * from rlp where a = 1 and a = 3;	/* empty */
 explain (costs off) select * from rlp where (a = 1 and a = 3) or (a > 1 and a = 15);
 
+
+SET enable_or_transformation = on;
+explain (costs off) select * from rlp where a = 1 or a = 7;
+explain (costs off) select * from rlp where a = 1 or b = 'ab';
+explain (costs off) select * from rlp where a > 20 and a < 27;
+explain (costs off) select * from rlp where a = 29;
+explain (costs off) select * from rlp where a >= 29;
+explain (costs off) select * from rlp where a < 1 or (a > 20 and a < 25);
+explain (costs off) select * from rlp where a = 20 or a = 40;
+explain (costs off) select * from rlp3 where a = 20;   /* empty */
+explain (costs off) select * from rlp where a > 1 and a = 10;	/* only default */
+explain (costs off) select * from rlp where a > 1 and a >=15;	/* rlp3 onwards, including default */
+explain (costs off) select * from rlp where a = 1 and a = 3;	/* empty */
+explain (costs off) select * from rlp where (a = 1 and a = 3) or (a > 1 and a = 15);
+RESET enable_or_transformation;
+
 -- multi-column keys
 create table mc3p (a int, b int, c int) partition by range (a, abs(b), c);
 create table mc3p_default partition of mc3p default;
diff --git a/src/test/regress/sql/tidscan.sql b/src/test/regress/sql/tidscan.sql
index 313e0fb9b67..0499bedb9eb 100644
--- a/src/test/regress/sql/tidscan.sql
+++ b/src/test/regress/sql/tidscan.sql
@@ -22,6 +22,12 @@ EXPLAIN (COSTS OFF)
 SELECT ctid, * FROM tidscan WHERE ctid = '(0,2)' OR '(0,1)' = ctid;
 SELECT ctid, * FROM tidscan WHERE ctid = '(0,2)' OR '(0,1)' = ctid;
 
+SET enable_or_transformation = on;
+EXPLAIN (COSTS OFF)
+SELECT ctid, * FROM tidscan WHERE ctid = '(0,2)' OR '(0,1)' = ctid;
+SELECT ctid, * FROM tidscan WHERE ctid = '(0,2)' OR '(0,1)' = ctid;
+RESET enable_or_transformation;
+
 -- ctid = ScalarArrayOp - implemented as tidscan
 EXPLAIN (COSTS OFF)
 SELECT ctid, * FROM tidscan WHERE ctid = ANY(ARRAY['(0,1)', '(0,2)']::tid[]);
diff --git a/src/tools/pgindent/typedefs.list b/src/tools/pgindent/typedefs.list
index dba3498a13e..c9004250a5f 100644
--- a/src/tools/pgindent/typedefs.list
+++ b/src/tools/pgindent/typedefs.list
@@ -1641,6 +1641,7 @@ NumericVar
 OM_uint32
 OP
 OSAPerGroupState
+OrClauseGroupEntry
 OSAPerQueryState
 OSInfo
 OSSLCipher
-- 
2.34.1



  [text/plain] regression.diffs (8.0K, ../../[email protected]/3-regression.diffs)
  download | inline:
diff -U3 /home/alena/postgrespro__copy32/src/test/regress/expected/create_index.out /home/alena/postgrespro__copy32/src/test/regress/results/create_index.out
--- /home/alena/postgrespro__copy32/src/test/regress/expected/create_index.out	2023-11-30 13:50:34.576537110 +0300
+++ /home/alena/postgrespro__copy32/src/test/regress/results/create_index.out	2023-11-30 13:52:10.940412842 +0300
@@ -1838,18 +1838,14 @@
 EXPLAIN (COSTS OFF)
 SELECT * FROM tenk1
   WHERE thousand = 42 AND (tenthous = 1 OR tenthous = 3 OR tenthous = 42);
-                                                               QUERY PLAN                                                                
------------------------------------------------------------------------------------------------------------------------------------------
+                   QUERY PLAN                    
+-------------------------------------------------
  Bitmap Heap Scan on tenk1
-   Recheck Cond: (((thousand = 42) AND (tenthous = 1)) OR ((thousand = 42) AND (tenthous = 3)) OR ((thousand = 42) AND (tenthous = 42)))
-   ->  BitmapOr
-         ->  Bitmap Index Scan on tenk1_thous_tenthous
-               Index Cond: ((thousand = 42) AND (tenthous = 1))
-         ->  Bitmap Index Scan on tenk1_thous_tenthous
-               Index Cond: ((thousand = 42) AND (tenthous = 3))
-         ->  Bitmap Index Scan on tenk1_thous_tenthous
-               Index Cond: ((thousand = 42) AND (tenthous = 42))
-(9 rows)
+   Recheck Cond: (thousand = 42)
+   Filter: (tenthous = ANY (ARRAY[1, 3, 42]))
+   ->  Bitmap Index Scan on tenk1_thous_tenthous
+         Index Cond: (thousand = 42)
+(5 rows)
 
 SELECT * FROM tenk1
   WHERE thousand = 42 AND (tenthous = 1 OR tenthous = 3 OR tenthous = 42);
@@ -1861,20 +1857,15 @@
 EXPLAIN (COSTS OFF)
 SELECT count(*) FROM tenk1
   WHERE hundred = 42 AND (thousand = 42 OR thousand = 99);
-                                   QUERY PLAN                                    
----------------------------------------------------------------------------------
+                    QUERY PLAN                    
+--------------------------------------------------
  Aggregate
    ->  Bitmap Heap Scan on tenk1
-         Recheck Cond: ((hundred = 42) AND ((thousand = 42) OR (thousand = 99)))
-         ->  BitmapAnd
-               ->  Bitmap Index Scan on tenk1_hundred
-                     Index Cond: (hundred = 42)
-               ->  BitmapOr
-                     ->  Bitmap Index Scan on tenk1_thous_tenthous
-                           Index Cond: (thousand = 42)
-                     ->  Bitmap Index Scan on tenk1_thous_tenthous
-                           Index Cond: (thousand = 99)
-(11 rows)
+         Recheck Cond: (hundred = 42)
+         Filter: (thousand = ANY (ARRAY[42, 99]))
+         ->  Bitmap Index Scan on tenk1_hundred
+               Index Cond: (hundred = 42)
+(6 rows)
 
 SELECT count(*) FROM tenk1
   WHERE hundred = 42 AND (thousand = 42 OR thousand = 99);
@@ -1887,11 +1878,14 @@
 EXPLAIN (COSTS OFF)
 SELECT * FROM tenk1
   WHERE thousand = 42 AND (tenthous = 1 OR tenthous = 3 OR tenthous = 42);
-                               QUERY PLAN                               
-------------------------------------------------------------------------
- Index Scan using tenk1_thous_tenthous on tenk1
-   Index Cond: ((thousand = 42) AND (tenthous = ANY (ARRAY[1, 3, 42])))
-(2 rows)
+                   QUERY PLAN                    
+-------------------------------------------------
+ Bitmap Heap Scan on tenk1
+   Recheck Cond: (thousand = 42)
+   Filter: (tenthous = ANY (ARRAY[1, 3, 42]))
+   ->  Bitmap Index Scan on tenk1_thous_tenthous
+         Index Cond: (thousand = 42)
+(5 rows)
 
 SELECT * FROM tenk1
   WHERE thousand = 42 AND (tenthous = 1 OR tenthous = 3 OR tenthous = 42);
@@ -1903,17 +1897,15 @@
 EXPLAIN (COSTS OFF)
 SELECT count(*) FROM tenk1
   WHERE hundred = 42 AND (thousand = 42 OR thousand = 99);
-                                 QUERY PLAN                                  
------------------------------------------------------------------------------
+                    QUERY PLAN                    
+--------------------------------------------------
  Aggregate
    ->  Bitmap Heap Scan on tenk1
-         Recheck Cond: ((hundred = 42) AND (thousand = ANY (ARRAY[42, 99])))
-         ->  BitmapAnd
-               ->  Bitmap Index Scan on tenk1_hundred
-                     Index Cond: (hundred = 42)
-               ->  Bitmap Index Scan on tenk1_thous_tenthous
-                     Index Cond: (thousand = ANY (ARRAY[42, 99]))
-(8 rows)
+         Recheck Cond: (hundred = 42)
+         Filter: (thousand = ANY (ARRAY[42, 99]))
+         ->  Bitmap Index Scan on tenk1_hundred
+               Index Cond: (hundred = 42)
+(6 rows)
 
 SELECT count(*) FROM tenk1
   WHERE hundred = 42 AND (thousand = 42 OR thousand = 99);
diff -U3 /home/alena/postgrespro__copy32/src/test/regress/expected/join.out /home/alena/postgrespro__copy32/src/test/regress/results/join.out
--- /home/alena/postgrespro__copy32/src/test/regress/expected/join.out	2023-11-30 13:50:34.576537110 +0300
+++ /home/alena/postgrespro__copy32/src/test/regress/results/join.out	2023-11-30 13:52:14.972407590 +0300
@@ -4223,15 +4223,13 @@
                      Index Cond: (hundred = 4)
    ->  Materialize
          ->  Bitmap Heap Scan on tenk1 a
-               Recheck Cond: ((unique1 = 1) OR (unique2 = 3) OR (unique2 = 7))
+               Recheck Cond: ((unique1 = 1) OR (unique2 = ANY (ARRAY[3, 7])))
                ->  BitmapOr
                      ->  Bitmap Index Scan on tenk1_unique1
                            Index Cond: (unique1 = 1)
                      ->  Bitmap Index Scan on tenk1_unique2
-                           Index Cond: (unique2 = 3)
-                     ->  Bitmap Index Scan on tenk1_unique2
-                           Index Cond: (unique2 = 7)
-(19 rows)
+                           Index Cond: (unique2 = ANY (ARRAY[3, 7]))
+(17 rows)
 
 SET enable_or_transformation = on;
 explain (costs off)
@@ -4251,12 +4249,12 @@
                      Index Cond: (hundred = 4)
    ->  Materialize
          ->  Bitmap Heap Scan on tenk1 a
-               Recheck Cond: ((unique2 = ANY (ARRAY[3, 7])) OR (unique1 = 1))
+               Recheck Cond: ((unique1 = 1) OR (unique2 = ANY (ARRAY[3, 7])))
                ->  BitmapOr
-                     ->  Bitmap Index Scan on tenk1_unique2
-                           Index Cond: (unique2 = ANY (ARRAY[3, 7]))
                      ->  Bitmap Index Scan on tenk1_unique1
                            Index Cond: (unique1 = 1)
+                     ->  Bitmap Index Scan on tenk1_unique2
+                           Index Cond: (unique2 = ANY (ARRAY[3, 7]))
 (17 rows)
 
 explain (costs off)
diff -U3 /home/alena/postgrespro__copy32/src/test/regress/expected/sysviews.out /home/alena/postgrespro__copy32/src/test/regress/results/sysviews.out
--- /home/alena/postgrespro__copy32/src/test/regress/expected/sysviews.out	2023-11-30 13:50:34.584537100 +0300
+++ /home/alena/postgrespro__copy32/src/test/regress/results/sysviews.out	2023-11-30 13:52:24.524395130 +0300
@@ -123,7 +123,7 @@
  enable_memoize                 | on
  enable_mergejoin               | on
  enable_nestloop                | on
- enable_or_transformation       | off
+ enable_or_transformation       | on
  enable_parallel_append         | on
  enable_parallel_hash           | on
  enable_partition_pruning       | on
diff -U3 /home/alena/postgrespro__copy32/src/test/regress/expected/tidscan.out /home/alena/postgrespro__copy32/src/test/regress/results/tidscan.out
--- /home/alena/postgrespro__copy32/src/test/regress/expected/tidscan.out	2023-11-30 13:50:34.584537100 +0300
+++ /home/alena/postgrespro__copy32/src/test/regress/results/tidscan.out	2023-11-30 13:52:24.328395386 +0300
@@ -62,7 +62,7 @@
                           QUERY PLAN                          
 --------------------------------------------------------------
  Tid Scan on tidscan
-   TID Cond: (ctid = ANY (ARRAY['(0,2)'::tid, '(0,1)'::tid]))
+   TID Cond: ((ctid = '(0,2)'::tid) OR ('(0,1)'::tid = ctid))
 (2 rows)
 
 SELECT ctid, * FROM tidscan WHERE ctid = '(0,2)' OR '(0,1)' = ctid;

^ permalink  raw  reply  [nested|flat] 48+ messages in thread

* Re: POC, WIP: OR-clause support for indexes
@ 2023-12-04 06:50  Andrei Lepikhov <[email protected]>
  parent: Alena Rybakina <[email protected]>
  0 siblings, 1 reply; 48+ messages in thread

From: Andrei Lepikhov @ 2023-12-04 06:50 UTC (permalink / raw)
  To: Alena Rybakina <[email protected]>; Robert Haas <[email protected]>; pgsql-hackers; Alexander Korotkov <[email protected]>; +Cc: Peter Geoghegan <[email protected]>; Finnerty, Jim <[email protected]>; Marcos Pegoraro <[email protected]>; [email protected]; Ranier Vilela <[email protected]>; Tomas Vondra <[email protected]>; Peter Eisentraut <[email protected]>

Hi,

Here is the next version of the patch where, I think, all of Roberts's 
claims related to the code have been fixed.
For example, expression 'x < 1 OR x < 2' is transformed to
'x < ANY (1,2)'.

Here, we still need to deal with the architectural issues. I like the 
approach mentioned by Peter: try to transform the expression tree to 
some 'normal' form, which is more laconic and simple; delay the search 
for any optimization ways to the following stages.

Also, it doesn't pass pg_dump test. At first glance, it is a problem of 
regex expression, which should be corrected further.

-- 
regards,
Andrei Lepikhov
Postgres Professional

From 73031b7acae68494ddd0f9b1faf4c94aae3bd6b0 Mon Sep 17 00:00:00 2001
From: "Andrey V. Lepikhov" <[email protected]>
Date: Thu, 23 Nov 2023 16:00:13 +0700
Subject: [PATCH] Transform OR clause to ANY expressions.

Replace (expr op C1) OR (expr op C2) ... with expr op ANY(C1, C2, ...) on the
preliminary stage of optimization when we are still working with the tree
expression.
Here C<X> is a constant expression, 'expr' is non-constant expression, 'op' is
an operator which returns boolean result and has a commuter (for the case of
reverse order of constant and non-constant parts of the expression,
like 'CX op expr').
Sometimes it can lead to not optimal plan. But we think it is better to have
array of elements instead of a lot of OR clauses. Here is a room for further
optimizations on decomposing that array into more optimal parts.
---
 .../postgres_fdw/expected/postgres_fdw.out    |  16 +-
 src/backend/nodes/queryjumblefuncs.c          |  30 ++
 src/backend/parser/parse_expr.c               | 310 +++++++++++++++++-
 src/backend/utils/misc/guc_tables.c           |  11 +
 src/backend/utils/misc/postgresql.conf.sample |   1 +
 src/include/nodes/queryjumble.h               |   1 +
 src/include/parser/parse_expr.h               |   1 +
 src/test/regress/expected/create_index.out    | 156 ++++++++-
 src/test/regress/expected/inherit.out         |   2 +-
 src/test/regress/expected/join.out            |  62 +++-
 src/test/regress/expected/partition_prune.out | 219 +++++++++++--
 src/test/regress/expected/rules.out           |   4 +-
 src/test/regress/expected/stats_ext.out       |  12 +-
 src/test/regress/expected/sysviews.out        |   3 +-
 src/test/regress/expected/tidscan.out         |  23 +-
 src/test/regress/sql/create_index.sql         |  35 ++
 src/test/regress/sql/join.sql                 |  10 +
 src/test/regress/sql/partition_prune.sql      |  22 ++
 src/test/regress/sql/tidscan.sql              |   6 +
 src/tools/pgindent/typedefs.list              |   2 +
 20 files changed, 859 insertions(+), 67 deletions(-)

diff --git a/contrib/postgres_fdw/expected/postgres_fdw.out b/contrib/postgres_fdw/expected/postgres_fdw.out
index 0a5bdf8bcc..ff69b2cd3b 100644
--- a/contrib/postgres_fdw/expected/postgres_fdw.out
+++ b/contrib/postgres_fdw/expected/postgres_fdw.out
@@ -1349,7 +1349,7 @@ SELECT t1.c1, t1.c2, t2.c1, t2.c2 FROM ft4 t1 LEFT JOIN (SELECT * FROM ft5 WHERE
  Foreign Scan
    Output: t1.c1, t1.c2, ft5.c1, ft5.c2
    Relations: (public.ft4 t1) LEFT JOIN (public.ft5)
-   Remote SQL: SELECT r1.c1, r1.c2, r4.c1, r4.c2 FROM ("S 1"."T 3" r1 LEFT JOIN "S 1"."T 4" r4 ON (((r1.c1 = r4.c1)) AND ((r4.c1 < 10)))) WHERE (((r4.c1 < 10) OR (r4.c1 IS NULL))) AND ((r1.c1 < 10))
+   Remote SQL: SELECT r1.c1, r1.c2, r4.c1, r4.c2 FROM ("S 1"."T 3" r1 LEFT JOIN "S 1"."T 4" r4 ON (((r1.c1 = r4.c1)) AND ((r4.c1 < 10)))) WHERE (((r4.c1 IS NULL) OR (r4.c1 < 10))) AND ((r1.c1 < 10))
 (4 rows)
 
 SELECT t1.c1, t1.c2, t2.c1, t2.c2 FROM ft4 t1 LEFT JOIN (SELECT * FROM ft5 WHERE c1 < 10) t2 ON (t1.c1 = t2.c1)
@@ -3112,7 +3112,7 @@ select array_agg(distinct (t1.c1)%5) from ft4 t1 full join ft5 t2 on (t1.c1 = t2
  Foreign Scan
    Output: (array_agg(DISTINCT (t1.c1 % 5))), ((t2.c1 % 3))
    Relations: Aggregate on ((public.ft4 t1) FULL JOIN (public.ft5 t2))
-   Remote SQL: SELECT array_agg(DISTINCT (r1.c1 % 5)), (r2.c1 % 3) FROM ("S 1"."T 3" r1 FULL JOIN "S 1"."T 4" r2 ON (((r1.c1 = r2.c1)))) WHERE (((r1.c1 < 20) OR ((r1.c1 IS NULL) AND (r2.c1 < 5)))) GROUP BY 2 ORDER BY array_agg(DISTINCT (r1.c1 % 5)) ASC NULLS LAST
+   Remote SQL: SELECT array_agg(DISTINCT (r1.c1 % 5)), (r2.c1 % 3) FROM ("S 1"."T 3" r1 FULL JOIN "S 1"."T 4" r2 ON (((r1.c1 = r2.c1)))) WHERE ((((r1.c1 IS NULL) AND (r2.c1 < 5)) OR (r1.c1 < 20))) GROUP BY 2 ORDER BY array_agg(DISTINCT (r1.c1 % 5)) ASC NULLS LAST
 (4 rows)
 
 select array_agg(distinct (t1.c1)%5) from ft4 t1 full join ft5 t2 on (t1.c1 = t2.c1) where t1.c1 < 20 or (t1.c1 is null and t2.c1 < 5) group by (t2.c1)%3 order by 1;
@@ -3130,7 +3130,7 @@ select array_agg(distinct (t1.c1)%5 order by (t1.c1)%5) from ft4 t1 full join ft
  Foreign Scan
    Output: (array_agg(DISTINCT (t1.c1 % 5) ORDER BY (t1.c1 % 5))), ((t2.c1 % 3))
    Relations: Aggregate on ((public.ft4 t1) FULL JOIN (public.ft5 t2))
-   Remote SQL: SELECT array_agg(DISTINCT (r1.c1 % 5) ORDER BY ((r1.c1 % 5)) ASC NULLS LAST), (r2.c1 % 3) FROM ("S 1"."T 3" r1 FULL JOIN "S 1"."T 4" r2 ON (((r1.c1 = r2.c1)))) WHERE (((r1.c1 < 20) OR ((r1.c1 IS NULL) AND (r2.c1 < 5)))) GROUP BY 2 ORDER BY array_agg(DISTINCT (r1.c1 % 5) ORDER BY ((r1.c1 % 5)) ASC NULLS LAST) ASC NULLS LAST
+   Remote SQL: SELECT array_agg(DISTINCT (r1.c1 % 5) ORDER BY ((r1.c1 % 5)) ASC NULLS LAST), (r2.c1 % 3) FROM ("S 1"."T 3" r1 FULL JOIN "S 1"."T 4" r2 ON (((r1.c1 = r2.c1)))) WHERE ((((r1.c1 IS NULL) AND (r2.c1 < 5)) OR (r1.c1 < 20))) GROUP BY 2 ORDER BY array_agg(DISTINCT (r1.c1 % 5) ORDER BY ((r1.c1 % 5)) ASC NULLS LAST) ASC NULLS LAST
 (4 rows)
 
 select array_agg(distinct (t1.c1)%5 order by (t1.c1)%5) from ft4 t1 full join ft5 t2 on (t1.c1 = t2.c1) where t1.c1 < 20 or (t1.c1 is null and t2.c1 < 5) group by (t2.c1)%3 order by 1;
@@ -3147,7 +3147,7 @@ select array_agg(distinct (t1.c1)%5 order by (t1.c1)%5 desc nulls last) from ft4
  Foreign Scan
    Output: (array_agg(DISTINCT (t1.c1 % 5) ORDER BY (t1.c1 % 5) DESC NULLS LAST)), ((t2.c1 % 3))
    Relations: Aggregate on ((public.ft4 t1) FULL JOIN (public.ft5 t2))
-   Remote SQL: SELECT array_agg(DISTINCT (r1.c1 % 5) ORDER BY ((r1.c1 % 5)) DESC NULLS LAST), (r2.c1 % 3) FROM ("S 1"."T 3" r1 FULL JOIN "S 1"."T 4" r2 ON (((r1.c1 = r2.c1)))) WHERE (((r1.c1 < 20) OR ((r1.c1 IS NULL) AND (r2.c1 < 5)))) GROUP BY 2 ORDER BY array_agg(DISTINCT (r1.c1 % 5) ORDER BY ((r1.c1 % 5)) DESC NULLS LAST) ASC NULLS LAST
+   Remote SQL: SELECT array_agg(DISTINCT (r1.c1 % 5) ORDER BY ((r1.c1 % 5)) DESC NULLS LAST), (r2.c1 % 3) FROM ("S 1"."T 3" r1 FULL JOIN "S 1"."T 4" r2 ON (((r1.c1 = r2.c1)))) WHERE ((((r1.c1 IS NULL) AND (r2.c1 < 5)) OR (r1.c1 < 20))) GROUP BY 2 ORDER BY array_agg(DISTINCT (r1.c1 % 5) ORDER BY ((r1.c1 % 5)) DESC NULLS LAST) ASC NULLS LAST
 (4 rows)
 
 select array_agg(distinct (t1.c1)%5 order by (t1.c1)%5 desc nulls last) from ft4 t1 full join ft5 t2 on (t1.c1 = t2.c1) where t1.c1 < 20 or (t1.c1 is null and t2.c1 < 5) group by (t2.c1)%3 order by 1;
@@ -8537,18 +8537,18 @@ insert into utrtest values (2, 'qux');
 -- Check case where the foreign partition is a subplan target rel
 explain (verbose, costs off)
 update utrtest set a = 1 where a = 1 or a = 2 returning *;
-                                             QUERY PLAN                                             
-----------------------------------------------------------------------------------------------------
+                                                  QUERY PLAN                                                  
+--------------------------------------------------------------------------------------------------------------
  Update on public.utrtest
    Output: utrtest_1.a, utrtest_1.b
    Foreign Update on public.remp utrtest_1
    Update on public.locp utrtest_2
    ->  Append
          ->  Foreign Update on public.remp utrtest_1
-               Remote SQL: UPDATE public.loct SET a = 1 WHERE (((a = 1) OR (a = 2))) RETURNING a, b
+               Remote SQL: UPDATE public.loct SET a = 1 WHERE ((a = ANY ('{1,2}'::integer[]))) RETURNING a, b
          ->  Seq Scan on public.locp utrtest_2
                Output: 1, utrtest_2.tableoid, utrtest_2.ctid, NULL::record
-               Filter: ((utrtest_2.a = 1) OR (utrtest_2.a = 2))
+               Filter: (utrtest_2.a = ANY ('{1,2}'::integer[]))
 (10 rows)
 
 -- The new values are concatenated with ' triggered !'
diff --git a/src/backend/nodes/queryjumblefuncs.c b/src/backend/nodes/queryjumblefuncs.c
index 281907a4d8..99207a8670 100644
--- a/src/backend/nodes/queryjumblefuncs.c
+++ b/src/backend/nodes/queryjumblefuncs.c
@@ -135,6 +135,36 @@ JumbleQuery(Query *query)
 	return jstate;
 }
 
+JumbleState *
+JumbleExpr(Expr *expr, uint64 *queryId)
+{
+	JumbleState *jstate = NULL;
+
+	Assert(queryId != NULL);
+
+	jstate = (JumbleState *) palloc(sizeof(JumbleState));
+
+	/* Set up workspace for query jumbling */
+	jstate->jumble = (unsigned char *) palloc(JUMBLE_SIZE);
+	jstate->jumble_len = 0;
+	jstate->clocations_buf_size = 32;
+	jstate->clocations = (LocationLen *)
+		palloc(jstate->clocations_buf_size * sizeof(LocationLen));
+	jstate->clocations_count = 0;
+	jstate->highest_extern_param_id = 0;
+
+	/* Compute query ID */
+	_jumbleNode(jstate, (Node *) expr);
+	*queryId = DatumGetUInt64(hash_any_extended(jstate->jumble,
+												jstate->jumble_len,
+												0));
+
+	if (*queryId == UINT64CONST(0))
+		*queryId = UINT64CONST(1);
+
+	return jstate;
+}
+
 /*
  * Enables query identifier computation.
  *
diff --git a/src/backend/parser/parse_expr.c b/src/backend/parser/parse_expr.c
index 64c582c344..9f4d43572c 100644
--- a/src/backend/parser/parse_expr.c
+++ b/src/backend/parser/parse_expr.c
@@ -16,12 +16,14 @@
 #include "postgres.h"
 
 #include "catalog/pg_aggregate.h"
+#include "catalog/pg_operator.h"
 #include "catalog/pg_proc.h"
 #include "catalog/pg_type.h"
 #include "commands/dbcommands.h"
 #include "miscadmin.h"
 #include "nodes/makefuncs.h"
 #include "nodes/nodeFuncs.h"
+#include "nodes/queryjumble.h"
 #include "optimizer/optimizer.h"
 #include "parser/analyze.h"
 #include "parser/parse_agg.h"
@@ -38,11 +40,13 @@
 #include "utils/date.h"
 #include "utils/fmgroids.h"
 #include "utils/lsyscache.h"
+#include "utils/syscache.h"
 #include "utils/timestamp.h"
 #include "utils/xml.h"
 
 /* GUC parameters */
 bool		Transform_null_equals = false;
+bool		enable_or_transformation = true;
 
 
 static Node *transformExprRecurse(ParseState *pstate, Node *expr);
@@ -99,6 +103,310 @@ static Expr *make_distinct_op(ParseState *pstate, List *opname,
 static Node *make_nulltest_from_distinct(ParseState *pstate,
 										 A_Expr *distincta, Node *arg);
 
+typedef struct OrClauseGroupKey
+{
+	Expr   *expr; /* Pointer to the expression tree which has been a source for
+					the hashkey value */
+	Oid		opno;
+	Oid		exprtype;
+} OrClauseGroupKey;
+
+typedef struct OrClauseGroupEntry
+{
+	OrClauseGroupKey key;
+
+	Node		   *node;
+	List		   *consts;
+	Oid				scalar_type;
+	List 		   *exprs;
+} OrClauseGroupEntry;
+
+/*
+ * Hash function that's compatible with guc_name_compare
+ */
+static uint32
+orclause_hash(const void *data, Size keysize)
+{
+	OrClauseGroupKey   *key = (OrClauseGroupKey *) data;
+	uint64				hash;
+
+	(void) JumbleExpr(key->expr, &hash);
+	hash += ((uint64) key->opno + (uint64) key->exprtype) % UINT64_MAX;
+	return hash;
+}
+
+static void *
+orclause_keycopy(void *dest, const void *src, Size keysize)
+{
+	OrClauseGroupKey *src_key = (OrClauseGroupKey *) src;
+	OrClauseGroupKey *dst_key = (OrClauseGroupKey *) dest;
+
+	Assert(sizeof(OrClauseGroupKey) == keysize);
+
+	dst_key->expr = src_key->expr;
+	dst_key->opno = src_key->opno;
+	dst_key->exprtype = src_key->exprtype;
+	return dst_key;
+}
+
+/*
+ * Dynahash match function to use in guc_hashtab
+ */
+static int
+orclause_match(const void *data1, const void *data2, Size keysize)
+{
+	OrClauseGroupKey   *key1 = (OrClauseGroupKey *) data1;
+	OrClauseGroupKey   *key2 = (OrClauseGroupKey *) data2;
+
+	Assert(sizeof(OrClauseGroupKey) == keysize);
+
+	if (key1->opno == key2->opno && key1->exprtype == key2->exprtype &&
+		equal(key1->expr, key2->expr))
+		return 0;
+
+	return 1;
+}
+
+static Node *
+transformBoolExprOr(ParseState *pstate, BoolExpr *expr)
+{
+	List				   *or_list = NIL;
+	List				   *entries = NIL;
+	ListCell			   *lc;
+	HASHCTL					info;
+	HTAB 				   *or_group_htab = NULL;
+	int 					len_ors = list_length(expr->args);
+	OrClauseGroupEntry	   *entry = NULL;
+
+	/* If this is not an 'OR' expression, skip the transformation */
+	if (!enable_or_transformation || expr->boolop != OR_EXPR || len_ors < 2)
+		return transformBoolExpr(pstate, (BoolExpr *) expr);
+
+	MemSet(&info, 0, sizeof(info));
+	info.keysize = sizeof(OrClauseGroupKey);
+	info.entrysize = sizeof(OrClauseGroupEntry);
+	info.hash = orclause_hash;
+	info.keycopy = orclause_keycopy;
+	info.match = orclause_match;
+	or_group_htab = hash_create("OR Groups",
+								len_ors,
+								&info,
+								HASH_ELEM | HASH_FUNCTION | HASH_COMPARE | HASH_KEYCOPY);
+
+	foreach(lc, expr->args)
+	{
+		Node				   *arg = lfirst(lc);
+		Node				   *orqual;
+		Node				   *const_expr;
+		Node				   *nconst_expr;
+		OrClauseGroupKey		hashkey;
+		bool					found;
+		Oid						opno;
+		Node				   *leftop, *rightop;
+
+		/* At first, transform the arg and evaluate constant expressions. */
+		orqual = transformExprRecurse(pstate, (Node *) arg);
+		orqual = coerce_to_boolean(pstate, orqual, "OR");
+
+		if (!IsA(orqual, OpExpr))
+		{
+			or_list = lappend(or_list, orqual);
+			continue;
+		}
+
+		opno = ((OpExpr *) orqual)->opno;
+		if (get_op_rettype(opno) != BOOLOID)
+		{
+			/* Only operator returning boolean suits OR -> ANY transformation */
+			or_list = lappend(or_list, orqual);
+			continue;
+		}
+
+		/*
+		 * Detect the constant side of the clause. Recall non-constant
+		 * expression can be made not only with Vars, but also with Params,
+		 * which is not bonded with any relation. Thus, we detect the const
+		 * side - if another side is constant too, the orqual couldn't be
+		 * an OpExpr.
+		 * Get pointers to constant and expression sides of the qual.
+		 */
+		leftop = get_leftop(orqual);
+		if (IsA(leftop, RelabelType))
+			leftop = (Node *) ((RelabelType *) leftop)->arg;
+		rightop = get_rightop(orqual);
+		if (IsA(rightop, RelabelType))
+			rightop = (Node *) ((RelabelType *) rightop)->arg;
+
+		if (IsA(leftop, Const))
+		{
+			opno = get_commutator(opno);
+
+			if (!OidIsValid(opno))
+			{
+				/* Commuter doesn't exist, we can't reverse the order */
+				or_list = lappend(or_list, orqual);
+				continue;
+			}
+
+			nconst_expr = get_rightop(orqual);
+			const_expr = get_leftop(orqual);
+		}
+		else if (IsA(rightop, Const))
+		{
+			const_expr = get_rightop(orqual);
+			nconst_expr = get_leftop(orqual);
+		}
+		else
+		{
+			or_list = lappend(or_list, orqual);
+			continue;
+		}
+
+		/*
+		* At this point we definitely have a transformable clause.
+		* Classify it and add into specific group of clauses, or create new
+		* group.
+		*/
+		hashkey.expr = (Expr *) nconst_expr;
+		hashkey.opno = opno;
+		hashkey.exprtype = exprType(nconst_expr);
+		entry = hash_search(or_group_htab, &hashkey, HASH_ENTER, &found);
+
+		if (unlikely(found))
+		{
+			entry->consts = lappend(entry->consts, const_expr);
+			entry->exprs = lappend(entry->exprs, orqual);
+		}
+		else
+		{
+			entry->node = nconst_expr;
+			entry->consts = list_make1(const_expr);
+			entry->exprs = list_make1(orqual);
+
+			/*
+			 * Add the entry to the list. It is needed exclusively to manage the
+			 * problem with the order of transformed clauses in explain.
+			 * Hash value can depend on the platform and version. Hence,
+			 * sequental scan of the hash table would prone to change the order
+			 * of clauses in lists and, as a result, break regression tests
+			 * accidentially.
+			 */
+			entries = lappend(entries, entry);
+		}
+	}
+
+	/* Let's convert each group of clauses to an IN operation. */
+
+	/*
+	 * Go through the list of groups and convert each, where number of
+	 * consts more than 1. trivial groups move to OR-list again
+	 */
+
+	foreach (lc, entries)
+	{
+		Oid				    scalar_type;
+		Oid					array_type;
+
+		entry = (OrClauseGroupEntry *) lfirst(lc);
+
+		Assert(list_length(entry->consts) > 0);
+		Assert(list_length(entry->exprs) == list_length(entry->consts));
+
+		if (list_length(entry->consts) == 1)
+		{
+			/*
+			 * Only one element in the class. Return origin expression into
+			 * the BoolExpr args list unchanged.
+			 */
+			list_free(entry->consts);
+			or_list = list_concat(or_list, entry->exprs);
+			continue;
+		}
+
+		/*
+		 * Do the transformation.
+		 */
+
+		scalar_type = entry->key.exprtype;
+		if (scalar_type != RECORDOID && OidIsValid(scalar_type))
+			array_type = get_array_type(scalar_type);
+		else
+			array_type = InvalidOid;
+
+		if (array_type != InvalidOid)
+		{
+			/*
+			 * OK: coerce all the right-hand non-Var inputs to the common
+			 * type and build an ArrayExpr for them.
+			 */
+			List			   *aexprs = NIL;
+			ArrayExpr		   *newa = NULL;
+			ScalarArrayOpExpr  *saopexpr = NULL;
+			HeapTuple			opertup;
+			Form_pg_operator	operform;
+			List			   *namelist = NIL;
+			ListCell		   *lc1;
+
+			foreach(lc1, entry->consts)
+			{
+				Node   *rexpr = (Node *) lfirst(lc1);
+
+				rexpr = coerce_to_common_type(pstate, rexpr,
+											  scalar_type,
+											  "IN");
+				aexprs = lappend(aexprs, rexpr);
+			}
+
+			newa = makeNode(ArrayExpr);
+			/* array_collid will be set by parse_collate.c */
+			newa->element_typeid = scalar_type;
+			newa->array_typeid = array_type;
+			newa->multidims = false;
+			newa->elements = aexprs;
+			newa->location = -1;
+
+			opertup = SearchSysCache1(OPEROID,
+									  ObjectIdGetDatum(entry->key.opno));
+			if (!HeapTupleIsValid(opertup))
+				elog(ERROR, "cache lookup failed for operator %u",
+					 entry->key.opno);
+
+			operform = (Form_pg_operator) GETSTRUCT(opertup);
+			if (!OperatorIsVisible(entry->key.opno))
+				namelist = lappend(namelist, makeString(get_namespace_name(operform->oprnamespace)));
+
+			namelist = lappend(namelist, makeString(pstrdup(NameStr(operform->oprname))));
+			ReleaseSysCache(opertup);
+
+			saopexpr =
+				(ScalarArrayOpExpr *)
+					make_scalar_array_op(pstate,
+										 namelist,
+										 true,
+										 entry->node,
+										 (Node *) newa,
+										 -1);
+
+			or_list = lappend(or_list, (void *) saopexpr);
+		}
+		else
+		{
+			/*
+			 * This part works on intarray test (OR there is made on
+			 * elements of a custom type)
+			 */
+			list_free(entry->consts);
+			or_list = list_concat(or_list, entry->exprs);
+		}
+	}
+	hash_destroy(or_group_htab);
+	list_free(entries);
+
+	/* One more trick: assemble correct clause */
+	return (Node *) ((list_length(or_list) > 1) ?
+					 makeBoolExpr(OR_EXPR, or_list, expr->location) :
+					 linitial(or_list));
+}
 
 /*
  * transformExpr -
@@ -212,7 +520,7 @@ transformExprRecurse(ParseState *pstate, Node *expr)
 			}
 
 		case T_BoolExpr:
-			result = transformBoolExpr(pstate, (BoolExpr *) expr);
+			result = transformBoolExprOr(pstate, (BoolExpr *) expr);
 			break;
 
 		case T_FuncCall:
diff --git a/src/backend/utils/misc/guc_tables.c b/src/backend/utils/misc/guc_tables.c
index 6474e35ec0..4baca65bfe 100644
--- a/src/backend/utils/misc/guc_tables.c
+++ b/src/backend/utils/misc/guc_tables.c
@@ -1048,6 +1048,17 @@ struct config_bool ConfigureNamesBool[] =
 		true,
 		NULL, NULL, NULL
 	},
+	{
+		{"enable_or_transformation", PGC_USERSET, QUERY_TUNING_OTHER,
+			gettext_noop("Transform a sequence of OR clauses to an IN expression."),
+			gettext_noop("The planner will replace clauses like 'x=c1 OR x=c2 .."
+						 "to the clause 'x IN (c1,c2,...)'"),
+			GUC_EXPLAIN
+		},
+		&enable_or_transformation,
+		true,
+		NULL, NULL, NULL
+	},
 	{
 		/*
 		 * Not for general use --- used by SET SESSION AUTHORIZATION and SET
diff --git a/src/backend/utils/misc/postgresql.conf.sample b/src/backend/utils/misc/postgresql.conf.sample
index cf9f283cfe..3d5b5fbc58 100644
--- a/src/backend/utils/misc/postgresql.conf.sample
+++ b/src/backend/utils/misc/postgresql.conf.sample
@@ -374,6 +374,7 @@
 # - Planner Method Configuration -
 
 #enable_async_append = on
+#enable_or_transformation = on
 #enable_bitmapscan = on
 #enable_gathermerge = on
 #enable_hashagg = on
diff --git a/src/include/nodes/queryjumble.h b/src/include/nodes/queryjumble.h
index 0769081c7a..4aaa31aa80 100644
--- a/src/include/nodes/queryjumble.h
+++ b/src/include/nodes/queryjumble.h
@@ -65,6 +65,7 @@ extern PGDLLIMPORT int compute_query_id;
 
 extern const char *CleanQuerytext(const char *query, int *location, int *len);
 extern JumbleState *JumbleQuery(Query *query);
+extern JumbleState *JumbleExpr(Expr *expr, uint64 *queryId);
 extern void EnableQueryId(void);
 
 extern PGDLLIMPORT bool query_id_enabled;
diff --git a/src/include/parser/parse_expr.h b/src/include/parser/parse_expr.h
index 7d38ca75f7..3a87de0285 100644
--- a/src/include/parser/parse_expr.h
+++ b/src/include/parser/parse_expr.h
@@ -17,6 +17,7 @@
 
 /* GUC parameters */
 extern PGDLLIMPORT bool Transform_null_equals;
+extern PGDLLIMPORT bool enable_or_transformation;
 
 extern Node *transformExpr(ParseState *pstate, Node *expr, ParseExprKind exprKind);
 
diff --git a/src/test/regress/expected/create_index.out b/src/test/regress/expected/create_index.out
index acfd9d1f4f..daf497d3e3 100644
--- a/src/test/regress/expected/create_index.out
+++ b/src/test/regress/expected/create_index.out
@@ -1838,18 +1838,50 @@ DROP TABLE onek_with_null;
 EXPLAIN (COSTS OFF)
 SELECT * FROM tenk1
   WHERE thousand = 42 AND (tenthous = 1 OR tenthous = 3 OR tenthous = 42);
-                                                               QUERY PLAN                                                                
------------------------------------------------------------------------------------------------------------------------------------------
- Bitmap Heap Scan on tenk1
-   Recheck Cond: (((thousand = 42) AND (tenthous = 1)) OR ((thousand = 42) AND (tenthous = 3)) OR ((thousand = 42) AND (tenthous = 42)))
-   ->  BitmapOr
-         ->  Bitmap Index Scan on tenk1_thous_tenthous
-               Index Cond: ((thousand = 42) AND (tenthous = 1))
-         ->  Bitmap Index Scan on tenk1_thous_tenthous
-               Index Cond: ((thousand = 42) AND (tenthous = 3))
-         ->  Bitmap Index Scan on tenk1_thous_tenthous
-               Index Cond: ((thousand = 42) AND (tenthous = 42))
-(9 rows)
+                                  QUERY PLAN                                  
+------------------------------------------------------------------------------
+ Index Scan using tenk1_thous_tenthous on tenk1
+   Index Cond: ((thousand = 42) AND (tenthous = ANY ('{1,3,42}'::integer[])))
+(2 rows)
+
+SELECT * FROM tenk1
+  WHERE thousand = 42 AND (tenthous = 1 OR tenthous = 3 OR tenthous = 42);
+ unique1 | unique2 | two | four | ten | twenty | hundred | thousand | twothousand | fivethous | tenthous | odd | even | stringu1 | stringu2 | string4 
+---------+---------+-----+------+-----+--------+---------+----------+-------------+-----------+----------+-----+------+----------+----------+---------
+      42 |    5530 |   0 |    2 |   2 |      2 |      42 |       42 |          42 |        42 |       42 |  84 |   85 | QBAAAA   | SEIAAA   | OOOOxx
+(1 row)
+
+EXPLAIN (COSTS OFF)
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand = 42 OR thousand = 99);
+                                     QUERY PLAN                                     
+------------------------------------------------------------------------------------
+ Aggregate
+   ->  Bitmap Heap Scan on tenk1
+         Recheck Cond: ((hundred = 42) AND (thousand = ANY ('{42,99}'::integer[])))
+         ->  BitmapAnd
+               ->  Bitmap Index Scan on tenk1_hundred
+                     Index Cond: (hundred = 42)
+               ->  Bitmap Index Scan on tenk1_thous_tenthous
+                     Index Cond: (thousand = ANY ('{42,99}'::integer[]))
+(8 rows)
+
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand = 42 OR thousand = 99);
+ count 
+-------
+    10
+(1 row)
+
+SET enable_or_transformation = on;
+EXPLAIN (COSTS OFF)
+SELECT * FROM tenk1
+  WHERE thousand = 42 AND (tenthous = 1 OR tenthous = 3 OR tenthous = 42);
+                                  QUERY PLAN                                  
+------------------------------------------------------------------------------
+ Index Scan using tenk1_thous_tenthous on tenk1
+   Index Cond: ((thousand = 42) AND (tenthous = ANY ('{1,3,42}'::integer[])))
+(2 rows)
 
 SELECT * FROM tenk1
   WHERE thousand = 42 AND (tenthous = 1 OR tenthous = 3 OR tenthous = 42);
@@ -1861,28 +1893,116 @@ SELECT * FROM tenk1
 EXPLAIN (COSTS OFF)
 SELECT count(*) FROM tenk1
   WHERE hundred = 42 AND (thousand = 42 OR thousand = 99);
-                                   QUERY PLAN                                    
----------------------------------------------------------------------------------
+                                     QUERY PLAN                                     
+------------------------------------------------------------------------------------
+ Aggregate
+   ->  Bitmap Heap Scan on tenk1
+         Recheck Cond: ((hundred = 42) AND (thousand = ANY ('{42,99}'::integer[])))
+         ->  BitmapAnd
+               ->  Bitmap Index Scan on tenk1_hundred
+                     Index Cond: (hundred = 42)
+               ->  Bitmap Index Scan on tenk1_thous_tenthous
+                     Index Cond: (thousand = ANY ('{42,99}'::integer[]))
+(8 rows)
+
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand = 42 OR thousand = 99);
+ count 
+-------
+    10
+(1 row)
+
+EXPLAIN (COSTS OFF)
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand < 42 OR thousand < 99 OR 43 > thousand OR 42 > thousand);
+                                        QUERY PLAN                                        
+------------------------------------------------------------------------------------------
+ Aggregate
+   ->  Bitmap Heap Scan on tenk1
+         Recheck Cond: ((hundred = 42) AND (thousand < ANY ('{42,99,43,42}'::integer[])))
+         ->  BitmapAnd
+               ->  Bitmap Index Scan on tenk1_hundred
+                     Index Cond: (hundred = 42)
+               ->  Bitmap Index Scan on tenk1_thous_tenthous
+                     Index Cond: (thousand < ANY ('{42,99,43,42}'::integer[]))
+(8 rows)
+
+EXPLAIN (COSTS OFF)
+SELECT count(*) FROM tenk1
+  WHERE thousand = 42 AND (tenthous = 1 OR tenthous = 3) OR thousand = 41;
+                                               QUERY PLAN                                               
+--------------------------------------------------------------------------------------------------------
+ Aggregate
+   ->  Bitmap Heap Scan on tenk1
+         Recheck Cond: (((thousand = 42) AND (tenthous = ANY ('{1,3}'::integer[]))) OR (thousand = 41))
+         ->  BitmapOr
+               ->  Bitmap Index Scan on tenk1_thous_tenthous
+                     Index Cond: ((thousand = 42) AND (tenthous = ANY ('{1,3}'::integer[])))
+               ->  Bitmap Index Scan on tenk1_thous_tenthous
+                     Index Cond: (thousand = 41)
+(8 rows)
+
+SELECT count(*) FROM tenk1
+  WHERE thousand = 42 AND (tenthous = 1 OR tenthous = 3) OR thousand = 41;
+ count 
+-------
+    10
+(1 row)
+
+EXPLAIN (COSTS OFF)
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand = 42 OR thousand = 99 OR tenthous < 2) OR thousand = 41;
+                                                         QUERY PLAN                                                          
+-----------------------------------------------------------------------------------------------------------------------------
+ Aggregate
+   ->  Bitmap Heap Scan on tenk1
+         Recheck Cond: (((hundred = 42) AND ((thousand = ANY ('{42,99}'::integer[])) OR (tenthous < 2))) OR (thousand = 41))
+         ->  BitmapOr
+               ->  BitmapAnd
+                     ->  Bitmap Index Scan on tenk1_hundred
+                           Index Cond: (hundred = 42)
+                     ->  BitmapOr
+                           ->  Bitmap Index Scan on tenk1_thous_tenthous
+                                 Index Cond: (thousand = ANY ('{42,99}'::integer[]))
+                           ->  Bitmap Index Scan on tenk1_thous_tenthous
+                                 Index Cond: (tenthous < 2)
+               ->  Bitmap Index Scan on tenk1_thous_tenthous
+                     Index Cond: (thousand = 41)
+(14 rows)
+
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand = 42 OR thousand = 99 OR tenthous < 2) OR thousand = 41;
+ count 
+-------
+    20
+(1 row)
+
+EXPLAIN (COSTS OFF)
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand = 42 OR thousand = 41 OR thousand = 99 AND tenthous = 2);
+                                                          QUERY PLAN                                                          
+------------------------------------------------------------------------------------------------------------------------------
  Aggregate
    ->  Bitmap Heap Scan on tenk1
-         Recheck Cond: ((hundred = 42) AND ((thousand = 42) OR (thousand = 99)))
+         Recheck Cond: ((hundred = 42) AND (((thousand = 99) AND (tenthous = 2)) OR (thousand = ANY ('{42,41}'::integer[]))))
          ->  BitmapAnd
                ->  Bitmap Index Scan on tenk1_hundred
                      Index Cond: (hundred = 42)
                ->  BitmapOr
                      ->  Bitmap Index Scan on tenk1_thous_tenthous
-                           Index Cond: (thousand = 42)
+                           Index Cond: ((thousand = 99) AND (tenthous = 2))
                      ->  Bitmap Index Scan on tenk1_thous_tenthous
-                           Index Cond: (thousand = 99)
+                           Index Cond: (thousand = ANY ('{42,41}'::integer[]))
 (11 rows)
 
 SELECT count(*) FROM tenk1
-  WHERE hundred = 42 AND (thousand = 42 OR thousand = 99);
+  WHERE hundred = 42 AND (thousand = 42 OR thousand = 41 OR thousand = 99 AND tenthous = 2);
  count 
 -------
     10
 (1 row)
 
+RESET enable_or_transformation;
 --
 -- Check behavior with duplicate index column contents
 --
diff --git a/src/test/regress/expected/inherit.out b/src/test/regress/expected/inherit.out
index 0f1aa831f6..1781250122 100644
--- a/src/test/regress/expected/inherit.out
+++ b/src/test/regress/expected/inherit.out
@@ -2560,7 +2560,7 @@ explain (costs off) select * from list_parted where a = 'ab' or a in (null, 'cd'
                                    QUERY PLAN                                    
 ---------------------------------------------------------------------------------
  Seq Scan on part_ab_cd list_parted
-   Filter: (((a)::text = 'ab'::text) OR ((a)::text = ANY ('{NULL,cd}'::text[])))
+   Filter: (((a)::text = ANY ('{NULL,cd}'::text[])) OR ((a)::text = 'ab'::text))
 (2 rows)
 
 explain (costs off) select * from list_parted where a = 'ab';
diff --git a/src/test/regress/expected/join.out b/src/test/regress/expected/join.out
index 2c73270143..36dce0b84b 100644
--- a/src/test/regress/expected/join.out
+++ b/src/test/regress/expected/join.out
@@ -4210,10 +4210,10 @@ explain (costs off)
 select * from tenk1 a join tenk1 b on
   (a.unique1 = 1 and b.unique1 = 2) or
   ((a.unique2 = 3 or a.unique2 = 7) and b.hundred = 4);
-                                                      QUERY PLAN                                                      
-----------------------------------------------------------------------------------------------------------------------
+                                                       QUERY PLAN                                                       
+------------------------------------------------------------------------------------------------------------------------
  Nested Loop
-   Join Filter: (((a.unique1 = 1) AND (b.unique1 = 2)) OR (((a.unique2 = 3) OR (a.unique2 = 7)) AND (b.hundred = 4)))
+   Join Filter: (((a.unique1 = 1) AND (b.unique1 = 2)) OR ((a.unique2 = ANY ('{3,7}'::integer[])) AND (b.hundred = 4)))
    ->  Bitmap Heap Scan on tenk1 b
          Recheck Cond: ((unique1 = 2) OR (hundred = 4))
          ->  BitmapOr
@@ -4223,16 +4223,64 @@ select * from tenk1 a join tenk1 b on
                      Index Cond: (hundred = 4)
    ->  Materialize
          ->  Bitmap Heap Scan on tenk1 a
-               Recheck Cond: ((unique1 = 1) OR (unique2 = 3) OR (unique2 = 7))
+               Recheck Cond: ((unique1 = 1) OR (unique2 = ANY ('{3,7}'::integer[])))
                ->  BitmapOr
                      ->  Bitmap Index Scan on tenk1_unique1
                            Index Cond: (unique1 = 1)
                      ->  Bitmap Index Scan on tenk1_unique2
-                           Index Cond: (unique2 = 3)
+                           Index Cond: (unique2 = ANY ('{3,7}'::integer[]))
+(17 rows)
+
+SET enable_or_transformation = on;
+explain (costs off)
+select * from tenk1 a join tenk1 b on
+  (a.unique1 = 1 and b.unique1 = 2) or
+  ((a.unique2 = 3 or a.unique2 = 7) and b.hundred = 4);
+                                                       QUERY PLAN                                                       
+------------------------------------------------------------------------------------------------------------------------
+ Nested Loop
+   Join Filter: (((a.unique1 = 1) AND (b.unique1 = 2)) OR ((a.unique2 = ANY ('{3,7}'::integer[])) AND (b.hundred = 4)))
+   ->  Bitmap Heap Scan on tenk1 b
+         Recheck Cond: ((unique1 = 2) OR (hundred = 4))
+         ->  BitmapOr
+               ->  Bitmap Index Scan on tenk1_unique1
+                     Index Cond: (unique1 = 2)
+               ->  Bitmap Index Scan on tenk1_hundred
+                     Index Cond: (hundred = 4)
+   ->  Materialize
+         ->  Bitmap Heap Scan on tenk1 a
+               Recheck Cond: ((unique1 = 1) OR (unique2 = ANY ('{3,7}'::integer[])))
+               ->  BitmapOr
+                     ->  Bitmap Index Scan on tenk1_unique1
+                           Index Cond: (unique1 = 1)
                      ->  Bitmap Index Scan on tenk1_unique2
-                           Index Cond: (unique2 = 7)
-(19 rows)
+                           Index Cond: (unique2 = ANY ('{3,7}'::integer[]))
+(17 rows)
+
+explain (costs off)
+select * from tenk1 a join tenk1 b on
+  (a.unique1 < 20 or a.unique1 = 3 or a.unique1 = 1 and b.unique1 = 2) or
+  ((a.unique2 = 3 or a.unique2 = 7) and b.hundred = 4);
+                                                                          QUERY PLAN                                                                           
+---------------------------------------------------------------------------------------------------------------------------------------------------------------
+ Nested Loop
+   Join Filter: (((a.unique1 = 1) AND (b.unique1 = 2)) OR ((a.unique2 = ANY ('{3,7}'::integer[])) AND (b.hundred = 4)) OR (a.unique1 < 20) OR (a.unique1 = 3))
+   ->  Seq Scan on tenk1 b
+   ->  Materialize
+         ->  Bitmap Heap Scan on tenk1 a
+               Recheck Cond: ((unique1 = 1) OR (unique2 = ANY ('{3,7}'::integer[])) OR (unique1 < 20) OR (unique1 = 3))
+               ->  BitmapOr
+                     ->  Bitmap Index Scan on tenk1_unique1
+                           Index Cond: (unique1 = 1)
+                     ->  Bitmap Index Scan on tenk1_unique2
+                           Index Cond: (unique2 = ANY ('{3,7}'::integer[]))
+                     ->  Bitmap Index Scan on tenk1_unique1
+                           Index Cond: (unique1 < 20)
+                     ->  Bitmap Index Scan on tenk1_unique1
+                           Index Cond: (unique1 = 3)
+(15 rows)
 
+RESET enable_or_transformation;
 --
 -- test placement of movable quals in a parameterized join tree
 --
diff --git a/src/test/regress/expected/partition_prune.out b/src/test/regress/expected/partition_prune.out
index 9a4c48c055..3423af4768 100644
--- a/src/test/regress/expected/partition_prune.out
+++ b/src/test/regress/expected/partition_prune.out
@@ -82,25 +82,47 @@ explain (costs off) select * from lp where a is null;
 (2 rows)
 
 explain (costs off) select * from lp where a = 'a' or a = 'c';
-                        QUERY PLAN                        
-----------------------------------------------------------
+                  QUERY PLAN                   
+-----------------------------------------------
  Append
    ->  Seq Scan on lp_ad lp_1
-         Filter: ((a = 'a'::bpchar) OR (a = 'c'::bpchar))
+         Filter: (a = ANY ('{a,c}'::bpchar[]))
    ->  Seq Scan on lp_bc lp_2
-         Filter: ((a = 'a'::bpchar) OR (a = 'c'::bpchar))
+         Filter: (a = ANY ('{a,c}'::bpchar[]))
 (5 rows)
 
 explain (costs off) select * from lp where a is not null and (a = 'a' or a = 'c');
-                                   QUERY PLAN                                   
---------------------------------------------------------------------------------
+                             QUERY PLAN                              
+---------------------------------------------------------------------
  Append
    ->  Seq Scan on lp_ad lp_1
-         Filter: ((a IS NOT NULL) AND ((a = 'a'::bpchar) OR (a = 'c'::bpchar)))
+         Filter: ((a IS NOT NULL) AND (a = ANY ('{a,c}'::bpchar[])))
    ->  Seq Scan on lp_bc lp_2
-         Filter: ((a IS NOT NULL) AND ((a = 'a'::bpchar) OR (a = 'c'::bpchar)))
+         Filter: ((a IS NOT NULL) AND (a = ANY ('{a,c}'::bpchar[])))
 (5 rows)
 
+SET enable_or_transformation = on;
+explain (costs off) select * from lp where a = 'a' or a = 'c';
+                  QUERY PLAN                   
+-----------------------------------------------
+ Append
+   ->  Seq Scan on lp_ad lp_1
+         Filter: (a = ANY ('{a,c}'::bpchar[]))
+   ->  Seq Scan on lp_bc lp_2
+         Filter: (a = ANY ('{a,c}'::bpchar[]))
+(5 rows)
+
+explain (costs off) select * from lp where a is not null and (a = 'a' or a = 'c');
+                             QUERY PLAN                              
+---------------------------------------------------------------------
+ Append
+   ->  Seq Scan on lp_ad lp_1
+         Filter: ((a IS NOT NULL) AND (a = ANY ('{a,c}'::bpchar[])))
+   ->  Seq Scan on lp_bc lp_2
+         Filter: ((a IS NOT NULL) AND (a = ANY ('{a,c}'::bpchar[])))
+(5 rows)
+
+RESET enable_or_transformation;
 explain (costs off) select * from lp where a <> 'g';
              QUERY PLAN             
 ------------------------------------
@@ -515,10 +537,10 @@ explain (costs off) select * from rlp where a <= 31;
 (27 rows)
 
 explain (costs off) select * from rlp where a = 1 or a = 7;
-           QUERY PLAN           
---------------------------------
+                QUERY PLAN                
+------------------------------------------
  Seq Scan on rlp2 rlp
-   Filter: ((a = 1) OR (a = 7))
+   Filter: (a = ANY ('{1,7}'::integer[]))
 (2 rows)
 
 explain (costs off) select * from rlp where a = 1 or b = 'ab';
@@ -589,20 +611,20 @@ explain (costs off) select * from rlp where a < 1 or (a > 20 and a < 25);
 ------------------------------------------------------
  Append
    ->  Seq Scan on rlp1 rlp_1
-         Filter: ((a < 1) OR ((a > 20) AND (a < 25)))
+         Filter: (((a > 20) AND (a < 25)) OR (a < 1))
    ->  Seq Scan on rlp4_1 rlp_2
-         Filter: ((a < 1) OR ((a > 20) AND (a < 25)))
+         Filter: (((a > 20) AND (a < 25)) OR (a < 1))
 (5 rows)
 
 -- where clause contradicts sub-partition's constraint
 explain (costs off) select * from rlp where a = 20 or a = 40;
-               QUERY PLAN               
-----------------------------------------
+                    QUERY PLAN                    
+--------------------------------------------------
  Append
    ->  Seq Scan on rlp4_1 rlp_1
-         Filter: ((a = 20) OR (a = 40))
+         Filter: (a = ANY ('{20,40}'::integer[]))
    ->  Seq Scan on rlp5_default rlp_2
-         Filter: ((a = 20) OR (a = 40))
+         Filter: (a = ANY ('{20,40}'::integer[]))
 (5 rows)
 
 explain (costs off) select * from rlp3 where a = 20;   /* empty */
@@ -671,6 +693,163 @@ explain (costs off) select * from rlp where (a = 1 and a = 3) or (a > 1 and a =
          Filter: (((a = 1) AND (a = 3)) OR ((a > 1) AND (a = 15)))
 (11 rows)
 
+SET enable_or_transformation = on;
+explain (costs off) select * from rlp where a = 1 or a = 7;
+                QUERY PLAN                
+------------------------------------------
+ Seq Scan on rlp2 rlp
+   Filter: (a = ANY ('{1,7}'::integer[]))
+(2 rows)
+
+explain (costs off) select * from rlp where a = 1 or b = 'ab';
+                      QUERY PLAN                       
+-------------------------------------------------------
+ Append
+   ->  Seq Scan on rlp1 rlp_1
+         Filter: ((a = 1) OR ((b)::text = 'ab'::text))
+   ->  Seq Scan on rlp2 rlp_2
+         Filter: ((a = 1) OR ((b)::text = 'ab'::text))
+   ->  Seq Scan on rlp3abcd rlp_3
+         Filter: ((a = 1) OR ((b)::text = 'ab'::text))
+   ->  Seq Scan on rlp4_1 rlp_4
+         Filter: ((a = 1) OR ((b)::text = 'ab'::text))
+   ->  Seq Scan on rlp4_2 rlp_5
+         Filter: ((a = 1) OR ((b)::text = 'ab'::text))
+   ->  Seq Scan on rlp4_default rlp_6
+         Filter: ((a = 1) OR ((b)::text = 'ab'::text))
+   ->  Seq Scan on rlp5_1 rlp_7
+         Filter: ((a = 1) OR ((b)::text = 'ab'::text))
+   ->  Seq Scan on rlp5_default rlp_8
+         Filter: ((a = 1) OR ((b)::text = 'ab'::text))
+   ->  Seq Scan on rlp_default_10 rlp_9
+         Filter: ((a = 1) OR ((b)::text = 'ab'::text))
+   ->  Seq Scan on rlp_default_30 rlp_10
+         Filter: ((a = 1) OR ((b)::text = 'ab'::text))
+   ->  Seq Scan on rlp_default_null rlp_11
+         Filter: ((a = 1) OR ((b)::text = 'ab'::text))
+   ->  Seq Scan on rlp_default_default rlp_12
+         Filter: ((a = 1) OR ((b)::text = 'ab'::text))
+(25 rows)
+
+explain (costs off) select * from rlp where a > 20 and a < 27;
+               QUERY PLAN                
+-----------------------------------------
+ Append
+   ->  Seq Scan on rlp4_1 rlp_1
+         Filter: ((a > 20) AND (a < 27))
+   ->  Seq Scan on rlp4_2 rlp_2
+         Filter: ((a > 20) AND (a < 27))
+(5 rows)
+
+explain (costs off) select * from rlp where a = 29;
+          QUERY PLAN          
+------------------------------
+ Seq Scan on rlp4_default rlp
+   Filter: (a = 29)
+(2 rows)
+
+explain (costs off) select * from rlp where a >= 29;
+                 QUERY PLAN                  
+---------------------------------------------
+ Append
+   ->  Seq Scan on rlp4_default rlp_1
+         Filter: (a >= 29)
+   ->  Seq Scan on rlp5_1 rlp_2
+         Filter: (a >= 29)
+   ->  Seq Scan on rlp5_default rlp_3
+         Filter: (a >= 29)
+   ->  Seq Scan on rlp_default_30 rlp_4
+         Filter: (a >= 29)
+   ->  Seq Scan on rlp_default_default rlp_5
+         Filter: (a >= 29)
+(11 rows)
+
+explain (costs off) select * from rlp where a < 1 or (a > 20 and a < 25);
+                      QUERY PLAN                      
+------------------------------------------------------
+ Append
+   ->  Seq Scan on rlp1 rlp_1
+         Filter: (((a > 20) AND (a < 25)) OR (a < 1))
+   ->  Seq Scan on rlp4_1 rlp_2
+         Filter: (((a > 20) AND (a < 25)) OR (a < 1))
+(5 rows)
+
+explain (costs off) select * from rlp where a = 20 or a = 40;
+                    QUERY PLAN                    
+--------------------------------------------------
+ Append
+   ->  Seq Scan on rlp4_1 rlp_1
+         Filter: (a = ANY ('{20,40}'::integer[]))
+   ->  Seq Scan on rlp5_default rlp_2
+         Filter: (a = ANY ('{20,40}'::integer[]))
+(5 rows)
+
+explain (costs off) select * from rlp3 where a = 20;   /* empty */
+        QUERY PLAN        
+--------------------------
+ Result
+   One-Time Filter: false
+(2 rows)
+
+explain (costs off) select * from rlp where a > 1 and a = 10;	/* only default */
+            QUERY PLAN            
+----------------------------------
+ Seq Scan on rlp_default_10 rlp
+   Filter: ((a > 1) AND (a = 10))
+(2 rows)
+
+explain (costs off) select * from rlp where a > 1 and a >=15;	/* rlp3 onwards, including default */
+                  QUERY PLAN                  
+----------------------------------------------
+ Append
+   ->  Seq Scan on rlp3abcd rlp_1
+         Filter: ((a > 1) AND (a >= 15))
+   ->  Seq Scan on rlp3efgh rlp_2
+         Filter: ((a > 1) AND (a >= 15))
+   ->  Seq Scan on rlp3nullxy rlp_3
+         Filter: ((a > 1) AND (a >= 15))
+   ->  Seq Scan on rlp3_default rlp_4
+         Filter: ((a > 1) AND (a >= 15))
+   ->  Seq Scan on rlp4_1 rlp_5
+         Filter: ((a > 1) AND (a >= 15))
+   ->  Seq Scan on rlp4_2 rlp_6
+         Filter: ((a > 1) AND (a >= 15))
+   ->  Seq Scan on rlp4_default rlp_7
+         Filter: ((a > 1) AND (a >= 15))
+   ->  Seq Scan on rlp5_1 rlp_8
+         Filter: ((a > 1) AND (a >= 15))
+   ->  Seq Scan on rlp5_default rlp_9
+         Filter: ((a > 1) AND (a >= 15))
+   ->  Seq Scan on rlp_default_30 rlp_10
+         Filter: ((a > 1) AND (a >= 15))
+   ->  Seq Scan on rlp_default_default rlp_11
+         Filter: ((a > 1) AND (a >= 15))
+(23 rows)
+
+explain (costs off) select * from rlp where a = 1 and a = 3;	/* empty */
+        QUERY PLAN        
+--------------------------
+ Result
+   One-Time Filter: false
+(2 rows)
+
+explain (costs off) select * from rlp where (a = 1 and a = 3) or (a > 1 and a = 15);
+                            QUERY PLAN                             
+-------------------------------------------------------------------
+ Append
+   ->  Seq Scan on rlp2 rlp_1
+         Filter: (((a = 1) AND (a = 3)) OR ((a > 1) AND (a = 15)))
+   ->  Seq Scan on rlp3abcd rlp_2
+         Filter: (((a = 1) AND (a = 3)) OR ((a > 1) AND (a = 15)))
+   ->  Seq Scan on rlp3efgh rlp_3
+         Filter: (((a = 1) AND (a = 3)) OR ((a > 1) AND (a = 15)))
+   ->  Seq Scan on rlp3nullxy rlp_4
+         Filter: (((a = 1) AND (a = 3)) OR ((a > 1) AND (a = 15)))
+   ->  Seq Scan on rlp3_default rlp_5
+         Filter: (((a = 1) AND (a = 3)) OR ((a > 1) AND (a = 15)))
+(11 rows)
+
+RESET enable_or_transformation;
 -- multi-column keys
 create table mc3p (a int, b int, c int) partition by range (a, abs(b), c);
 create table mc3p_default partition of mc3p default;
@@ -1933,10 +2112,10 @@ explain (costs off) select * from hp where a = 1 and b = 'abcde';
 
 explain (costs off) select * from hp where a = 1 and b = 'abcde' and
   (c = 2 or c = 3);
-                              QUERY PLAN                              
-----------------------------------------------------------------------
+                                   QUERY PLAN                                   
+--------------------------------------------------------------------------------
  Seq Scan on hp2 hp
-   Filter: ((a = 1) AND (b = 'abcde'::text) AND ((c = 2) OR (c = 3)))
+   Filter: ((c = ANY ('{2,3}'::integer[])) AND (a = 1) AND (b = 'abcde'::text))
 (2 rows)
 
 drop table hp2;
diff --git a/src/test/regress/expected/rules.out b/src/test/regress/expected/rules.out
index 05070393b9..c927c21dd4 100644
--- a/src/test/regress/expected/rules.out
+++ b/src/test/regress/expected/rules.out
@@ -2495,7 +2495,7 @@ pg_stats| SELECT n.nspname AS schemaname,
      JOIN pg_class c ON ((c.oid = s.starelid)))
      JOIN pg_attribute a ON (((c.oid = a.attrelid) AND (a.attnum = s.staattnum))))
      LEFT JOIN pg_namespace n ON ((n.oid = c.relnamespace)))
-  WHERE ((NOT a.attisdropped) AND has_column_privilege(c.oid, a.attnum, 'select'::text) AND ((c.relrowsecurity = false) OR (NOT row_security_active(c.oid))));
+  WHERE ((NOT a.attisdropped) AND has_column_privilege(c.oid, a.attnum, 'select'::text) AND ((NOT row_security_active(c.oid)) OR (c.relrowsecurity = false)));
 pg_stats_ext| SELECT cn.nspname AS schemaname,
     c.relname AS tablename,
     sn.nspname AS statistics_schemaname,
@@ -2526,7 +2526,7 @@ pg_stats_ext| SELECT cn.nspname AS schemaname,
   WHERE ((NOT (EXISTS ( SELECT 1
            FROM (unnest(s.stxkeys) k(k)
              JOIN pg_attribute a ON (((a.attrelid = s.stxrelid) AND (a.attnum = k.k))))
-          WHERE (NOT has_column_privilege(c.oid, a.attnum, 'select'::text))))) AND ((c.relrowsecurity = false) OR (NOT row_security_active(c.oid))));
+          WHERE (NOT has_column_privilege(c.oid, a.attnum, 'select'::text))))) AND ((NOT row_security_active(c.oid)) OR (c.relrowsecurity = false)));
 pg_stats_ext_exprs| SELECT cn.nspname AS schemaname,
     c.relname AS tablename,
     sn.nspname AS statistics_schemaname,
diff --git a/src/test/regress/expected/stats_ext.out b/src/test/regress/expected/stats_ext.out
index a430153b22..659d712f75 100644
--- a/src/test/regress/expected/stats_ext.out
+++ b/src/test/regress/expected/stats_ext.out
@@ -1322,19 +1322,19 @@ SELECT * FROM check_estimated_rows('SELECT * FROM functional_dependencies WHERE
 SELECT * FROM check_estimated_rows('SELECT * FROM functional_dependencies WHERE (a = 1 OR a = 51) AND b = ''1''');
  estimated | actual 
 -----------+--------
-        99 |    100
+       100 |    100
 (1 row)
 
 SELECT * FROM check_estimated_rows('SELECT * FROM functional_dependencies WHERE (a = 1 OR a = 51) AND (b = ''1'' OR b = ''2'')');
  estimated | actual 
 -----------+--------
-        99 |    100
+       100 |    100
 (1 row)
 
 SELECT * FROM check_estimated_rows('SELECT * FROM functional_dependencies WHERE (a = 1 OR a = 2 OR a = 51 OR a = 52) AND (b = ''1'' OR b = ''2'')');
  estimated | actual 
 -----------+--------
-       197 |    200
+       200 |    200
 (1 row)
 
 -- OR clauses referencing different attributes are incompatible
@@ -1664,19 +1664,19 @@ SELECT * FROM check_estimated_rows('SELECT * FROM functional_dependencies WHERE
 SELECT * FROM check_estimated_rows('SELECT * FROM functional_dependencies WHERE ((a * 2) = 2 OR (a * 2) = 102) AND upper(b) = ''1''');
  estimated | actual 
 -----------+--------
-        99 |    100
+       100 |    100
 (1 row)
 
 SELECT * FROM check_estimated_rows('SELECT * FROM functional_dependencies WHERE ((a * 2) = 2 OR (a * 2) = 102) AND (upper(b) = ''1'' OR upper(b) = ''2'')');
  estimated | actual 
 -----------+--------
-        99 |    100
+       100 |    100
 (1 row)
 
 SELECT * FROM check_estimated_rows('SELECT * FROM functional_dependencies WHERE ((a * 2) = 2 OR (a * 2) = 4 OR (a * 2) = 102 OR (a * 2) = 104) AND (upper(b) = ''1'' OR upper(b) = ''2'')');
  estimated | actual 
 -----------+--------
-       197 |    200
+       200 |    200
 (1 row)
 
 -- OR clauses referencing different attributes
diff --git a/src/test/regress/expected/sysviews.out b/src/test/regress/expected/sysviews.out
index 271313ebf8..c6c6b9fb8d 100644
--- a/src/test/regress/expected/sysviews.out
+++ b/src/test/regress/expected/sysviews.out
@@ -123,6 +123,7 @@ select name, setting from pg_settings where name like 'enable%';
  enable_memoize                 | on
  enable_mergejoin               | on
  enable_nestloop                | on
+ enable_or_transformation       | on
  enable_parallel_append         | on
  enable_parallel_hash           | on
  enable_partition_pruning       | on
@@ -133,7 +134,7 @@ select name, setting from pg_settings where name like 'enable%';
  enable_seqscan                 | on
  enable_sort                    | on
  enable_tidscan                 | on
-(22 rows)
+(23 rows)
 
 -- There are always wait event descriptions for various types.
 select type, count(*) > 0 as ok FROM pg_wait_events
diff --git a/src/test/regress/expected/tidscan.out b/src/test/regress/expected/tidscan.out
index f133b5a4ac..2a079e996b 100644
--- a/src/test/regress/expected/tidscan.out
+++ b/src/test/regress/expected/tidscan.out
@@ -43,10 +43,26 @@ SELECT ctid, * FROM tidscan WHERE '(0,1)' = ctid;
 -- OR'd clauses
 EXPLAIN (COSTS OFF)
 SELECT ctid, * FROM tidscan WHERE ctid = '(0,2)' OR '(0,1)' = ctid;
-                          QUERY PLAN                          
---------------------------------------------------------------
+                      QUERY PLAN                       
+-------------------------------------------------------
+ Tid Scan on tidscan
+   TID Cond: (ctid = ANY ('{"(0,2)","(0,1)"}'::tid[]))
+(2 rows)
+
+SELECT ctid, * FROM tidscan WHERE ctid = '(0,2)' OR '(0,1)' = ctid;
+ ctid  | id 
+-------+----
+ (0,1) |  1
+ (0,2) |  2
+(2 rows)
+
+SET enable_or_transformation = on;
+EXPLAIN (COSTS OFF)
+SELECT ctid, * FROM tidscan WHERE ctid = '(0,2)' OR '(0,1)' = ctid;
+                      QUERY PLAN                       
+-------------------------------------------------------
  Tid Scan on tidscan
-   TID Cond: ((ctid = '(0,2)'::tid) OR ('(0,1)'::tid = ctid))
+   TID Cond: (ctid = ANY ('{"(0,2)","(0,1)"}'::tid[]))
 (2 rows)
 
 SELECT ctid, * FROM tidscan WHERE ctid = '(0,2)' OR '(0,1)' = ctid;
@@ -56,6 +72,7 @@ SELECT ctid, * FROM tidscan WHERE ctid = '(0,2)' OR '(0,1)' = ctid;
  (0,2) |  2
 (2 rows)
 
+RESET enable_or_transformation;
 -- ctid = ScalarArrayOp - implemented as tidscan
 EXPLAIN (COSTS OFF)
 SELECT ctid, * FROM tidscan WHERE ctid = ANY(ARRAY['(0,1)', '(0,2)']::tid[]);
diff --git a/src/test/regress/sql/create_index.sql b/src/test/regress/sql/create_index.sql
index d49ce9f300..56fde15bc1 100644
--- a/src/test/regress/sql/create_index.sql
+++ b/src/test/regress/sql/create_index.sql
@@ -737,6 +737,41 @@ SELECT count(*) FROM tenk1
 SELECT count(*) FROM tenk1
   WHERE hundred = 42 AND (thousand = 42 OR thousand = 99);
 
+SET enable_or_transformation = on;
+EXPLAIN (COSTS OFF)
+SELECT * FROM tenk1
+  WHERE thousand = 42 AND (tenthous = 1 OR tenthous = 3 OR tenthous = 42);
+SELECT * FROM tenk1
+  WHERE thousand = 42 AND (tenthous = 1 OR tenthous = 3 OR tenthous = 42);
+
+EXPLAIN (COSTS OFF)
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand = 42 OR thousand = 99);
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand = 42 OR thousand = 99);
+EXPLAIN (COSTS OFF)
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand < 42 OR thousand < 99 OR 43 > thousand OR 42 > thousand);
+
+EXPLAIN (COSTS OFF)
+SELECT count(*) FROM tenk1
+  WHERE thousand = 42 AND (tenthous = 1 OR tenthous = 3) OR thousand = 41;
+SELECT count(*) FROM tenk1
+  WHERE thousand = 42 AND (tenthous = 1 OR tenthous = 3) OR thousand = 41;
+
+EXPLAIN (COSTS OFF)
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand = 42 OR thousand = 99 OR tenthous < 2) OR thousand = 41;
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand = 42 OR thousand = 99 OR tenthous < 2) OR thousand = 41;
+
+EXPLAIN (COSTS OFF)
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand = 42 OR thousand = 41 OR thousand = 99 AND tenthous = 2);
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand = 42 OR thousand = 41 OR thousand = 99 AND tenthous = 2);
+RESET enable_or_transformation;
+
 --
 -- Check behavior with duplicate index column contents
 --
diff --git a/src/test/regress/sql/join.sql b/src/test/regress/sql/join.sql
index 8a8a63bd2f..55d7e2ae7d 100644
--- a/src/test/regress/sql/join.sql
+++ b/src/test/regress/sql/join.sql
@@ -1408,6 +1408,16 @@ explain (costs off)
 select * from tenk1 a join tenk1 b on
   (a.unique1 = 1 and b.unique1 = 2) or
   ((a.unique2 = 3 or a.unique2 = 7) and b.hundred = 4);
+SET enable_or_transformation = on;
+explain (costs off)
+select * from tenk1 a join tenk1 b on
+  (a.unique1 = 1 and b.unique1 = 2) or
+  ((a.unique2 = 3 or a.unique2 = 7) and b.hundred = 4);
+explain (costs off)
+select * from tenk1 a join tenk1 b on
+  (a.unique1 < 20 or a.unique1 = 3 or a.unique1 = 1 and b.unique1 = 2) or
+  ((a.unique2 = 3 or a.unique2 = 7) and b.hundred = 4);
+RESET enable_or_transformation;
 
 --
 -- test placement of movable quals in a parameterized join tree
diff --git a/src/test/regress/sql/partition_prune.sql b/src/test/regress/sql/partition_prune.sql
index 7bf3920827..1e270ae9c0 100644
--- a/src/test/regress/sql/partition_prune.sql
+++ b/src/test/regress/sql/partition_prune.sql
@@ -21,6 +21,12 @@ explain (costs off) select * from lp where a is not null;
 explain (costs off) select * from lp where a is null;
 explain (costs off) select * from lp where a = 'a' or a = 'c';
 explain (costs off) select * from lp where a is not null and (a = 'a' or a = 'c');
+
+SET enable_or_transformation = on;
+explain (costs off) select * from lp where a = 'a' or a = 'c';
+explain (costs off) select * from lp where a is not null and (a = 'a' or a = 'c');
+RESET enable_or_transformation;
+
 explain (costs off) select * from lp where a <> 'g';
 explain (costs off) select * from lp where a <> 'a' and a <> 'd';
 explain (costs off) select * from lp where a not in ('a', 'd');
@@ -99,6 +105,22 @@ explain (costs off) select * from rlp where a > 1 and a >=15;	/* rlp3 onwards, i
 explain (costs off) select * from rlp where a = 1 and a = 3;	/* empty */
 explain (costs off) select * from rlp where (a = 1 and a = 3) or (a > 1 and a = 15);
 
+
+SET enable_or_transformation = on;
+explain (costs off) select * from rlp where a = 1 or a = 7;
+explain (costs off) select * from rlp where a = 1 or b = 'ab';
+explain (costs off) select * from rlp where a > 20 and a < 27;
+explain (costs off) select * from rlp where a = 29;
+explain (costs off) select * from rlp where a >= 29;
+explain (costs off) select * from rlp where a < 1 or (a > 20 and a < 25);
+explain (costs off) select * from rlp where a = 20 or a = 40;
+explain (costs off) select * from rlp3 where a = 20;   /* empty */
+explain (costs off) select * from rlp where a > 1 and a = 10;	/* only default */
+explain (costs off) select * from rlp where a > 1 and a >=15;	/* rlp3 onwards, including default */
+explain (costs off) select * from rlp where a = 1 and a = 3;	/* empty */
+explain (costs off) select * from rlp where (a = 1 and a = 3) or (a > 1 and a = 15);
+RESET enable_or_transformation;
+
 -- multi-column keys
 create table mc3p (a int, b int, c int) partition by range (a, abs(b), c);
 create table mc3p_default partition of mc3p default;
diff --git a/src/test/regress/sql/tidscan.sql b/src/test/regress/sql/tidscan.sql
index 313e0fb9b6..0499bedb9e 100644
--- a/src/test/regress/sql/tidscan.sql
+++ b/src/test/regress/sql/tidscan.sql
@@ -22,6 +22,12 @@ EXPLAIN (COSTS OFF)
 SELECT ctid, * FROM tidscan WHERE ctid = '(0,2)' OR '(0,1)' = ctid;
 SELECT ctid, * FROM tidscan WHERE ctid = '(0,2)' OR '(0,1)' = ctid;
 
+SET enable_or_transformation = on;
+EXPLAIN (COSTS OFF)
+SELECT ctid, * FROM tidscan WHERE ctid = '(0,2)' OR '(0,1)' = ctid;
+SELECT ctid, * FROM tidscan WHERE ctid = '(0,2)' OR '(0,1)' = ctid;
+RESET enable_or_transformation;
+
 -- ctid = ScalarArrayOp - implemented as tidscan
 EXPLAIN (COSTS OFF)
 SELECT ctid, * FROM tidscan WHERE ctid = ANY(ARRAY['(0,1)', '(0,2)']::tid[]);
diff --git a/src/tools/pgindent/typedefs.list b/src/tools/pgindent/typedefs.list
index d659adbfd6..9591d0d084 100644
--- a/src/tools/pgindent/typedefs.list
+++ b/src/tools/pgindent/typedefs.list
@@ -1645,6 +1645,8 @@ NumericVar
 OM_uint32
 OP
 OSAPerGroupState
+OrClauseGroupEntry
+OrClauseGroupKey
 OSAPerQueryState
 OSInfo
 OSSLCipher
-- 
2.43.0



Attachments:

  [text/plain] v14-0001-Transform-OR-clause-to-ANY-expressions.patch (57.2K, ../../[email protected]/2-v14-0001-Transform-OR-clause-to-ANY-expressions.patch)
  download | inline diff:
From 73031b7acae68494ddd0f9b1faf4c94aae3bd6b0 Mon Sep 17 00:00:00 2001
From: "Andrey V. Lepikhov" <[email protected]>
Date: Thu, 23 Nov 2023 16:00:13 +0700
Subject: [PATCH] Transform OR clause to ANY expressions.

Replace (expr op C1) OR (expr op C2) ... with expr op ANY(C1, C2, ...) on the
preliminary stage of optimization when we are still working with the tree
expression.
Here C<X> is a constant expression, 'expr' is non-constant expression, 'op' is
an operator which returns boolean result and has a commuter (for the case of
reverse order of constant and non-constant parts of the expression,
like 'CX op expr').
Sometimes it can lead to not optimal plan. But we think it is better to have
array of elements instead of a lot of OR clauses. Here is a room for further
optimizations on decomposing that array into more optimal parts.
---
 .../postgres_fdw/expected/postgres_fdw.out    |  16 +-
 src/backend/nodes/queryjumblefuncs.c          |  30 ++
 src/backend/parser/parse_expr.c               | 310 +++++++++++++++++-
 src/backend/utils/misc/guc_tables.c           |  11 +
 src/backend/utils/misc/postgresql.conf.sample |   1 +
 src/include/nodes/queryjumble.h               |   1 +
 src/include/parser/parse_expr.h               |   1 +
 src/test/regress/expected/create_index.out    | 156 ++++++++-
 src/test/regress/expected/inherit.out         |   2 +-
 src/test/regress/expected/join.out            |  62 +++-
 src/test/regress/expected/partition_prune.out | 219 +++++++++++--
 src/test/regress/expected/rules.out           |   4 +-
 src/test/regress/expected/stats_ext.out       |  12 +-
 src/test/regress/expected/sysviews.out        |   3 +-
 src/test/regress/expected/tidscan.out         |  23 +-
 src/test/regress/sql/create_index.sql         |  35 ++
 src/test/regress/sql/join.sql                 |  10 +
 src/test/regress/sql/partition_prune.sql      |  22 ++
 src/test/regress/sql/tidscan.sql              |   6 +
 src/tools/pgindent/typedefs.list              |   2 +
 20 files changed, 859 insertions(+), 67 deletions(-)

diff --git a/contrib/postgres_fdw/expected/postgres_fdw.out b/contrib/postgres_fdw/expected/postgres_fdw.out
index 0a5bdf8bcc..ff69b2cd3b 100644
--- a/contrib/postgres_fdw/expected/postgres_fdw.out
+++ b/contrib/postgres_fdw/expected/postgres_fdw.out
@@ -1349,7 +1349,7 @@ SELECT t1.c1, t1.c2, t2.c1, t2.c2 FROM ft4 t1 LEFT JOIN (SELECT * FROM ft5 WHERE
  Foreign Scan
    Output: t1.c1, t1.c2, ft5.c1, ft5.c2
    Relations: (public.ft4 t1) LEFT JOIN (public.ft5)
-   Remote SQL: SELECT r1.c1, r1.c2, r4.c1, r4.c2 FROM ("S 1"."T 3" r1 LEFT JOIN "S 1"."T 4" r4 ON (((r1.c1 = r4.c1)) AND ((r4.c1 < 10)))) WHERE (((r4.c1 < 10) OR (r4.c1 IS NULL))) AND ((r1.c1 < 10))
+   Remote SQL: SELECT r1.c1, r1.c2, r4.c1, r4.c2 FROM ("S 1"."T 3" r1 LEFT JOIN "S 1"."T 4" r4 ON (((r1.c1 = r4.c1)) AND ((r4.c1 < 10)))) WHERE (((r4.c1 IS NULL) OR (r4.c1 < 10))) AND ((r1.c1 < 10))
 (4 rows)
 
 SELECT t1.c1, t1.c2, t2.c1, t2.c2 FROM ft4 t1 LEFT JOIN (SELECT * FROM ft5 WHERE c1 < 10) t2 ON (t1.c1 = t2.c1)
@@ -3112,7 +3112,7 @@ select array_agg(distinct (t1.c1)%5) from ft4 t1 full join ft5 t2 on (t1.c1 = t2
  Foreign Scan
    Output: (array_agg(DISTINCT (t1.c1 % 5))), ((t2.c1 % 3))
    Relations: Aggregate on ((public.ft4 t1) FULL JOIN (public.ft5 t2))
-   Remote SQL: SELECT array_agg(DISTINCT (r1.c1 % 5)), (r2.c1 % 3) FROM ("S 1"."T 3" r1 FULL JOIN "S 1"."T 4" r2 ON (((r1.c1 = r2.c1)))) WHERE (((r1.c1 < 20) OR ((r1.c1 IS NULL) AND (r2.c1 < 5)))) GROUP BY 2 ORDER BY array_agg(DISTINCT (r1.c1 % 5)) ASC NULLS LAST
+   Remote SQL: SELECT array_agg(DISTINCT (r1.c1 % 5)), (r2.c1 % 3) FROM ("S 1"."T 3" r1 FULL JOIN "S 1"."T 4" r2 ON (((r1.c1 = r2.c1)))) WHERE ((((r1.c1 IS NULL) AND (r2.c1 < 5)) OR (r1.c1 < 20))) GROUP BY 2 ORDER BY array_agg(DISTINCT (r1.c1 % 5)) ASC NULLS LAST
 (4 rows)
 
 select array_agg(distinct (t1.c1)%5) from ft4 t1 full join ft5 t2 on (t1.c1 = t2.c1) where t1.c1 < 20 or (t1.c1 is null and t2.c1 < 5) group by (t2.c1)%3 order by 1;
@@ -3130,7 +3130,7 @@ select array_agg(distinct (t1.c1)%5 order by (t1.c1)%5) from ft4 t1 full join ft
  Foreign Scan
    Output: (array_agg(DISTINCT (t1.c1 % 5) ORDER BY (t1.c1 % 5))), ((t2.c1 % 3))
    Relations: Aggregate on ((public.ft4 t1) FULL JOIN (public.ft5 t2))
-   Remote SQL: SELECT array_agg(DISTINCT (r1.c1 % 5) ORDER BY ((r1.c1 % 5)) ASC NULLS LAST), (r2.c1 % 3) FROM ("S 1"."T 3" r1 FULL JOIN "S 1"."T 4" r2 ON (((r1.c1 = r2.c1)))) WHERE (((r1.c1 < 20) OR ((r1.c1 IS NULL) AND (r2.c1 < 5)))) GROUP BY 2 ORDER BY array_agg(DISTINCT (r1.c1 % 5) ORDER BY ((r1.c1 % 5)) ASC NULLS LAST) ASC NULLS LAST
+   Remote SQL: SELECT array_agg(DISTINCT (r1.c1 % 5) ORDER BY ((r1.c1 % 5)) ASC NULLS LAST), (r2.c1 % 3) FROM ("S 1"."T 3" r1 FULL JOIN "S 1"."T 4" r2 ON (((r1.c1 = r2.c1)))) WHERE ((((r1.c1 IS NULL) AND (r2.c1 < 5)) OR (r1.c1 < 20))) GROUP BY 2 ORDER BY array_agg(DISTINCT (r1.c1 % 5) ORDER BY ((r1.c1 % 5)) ASC NULLS LAST) ASC NULLS LAST
 (4 rows)
 
 select array_agg(distinct (t1.c1)%5 order by (t1.c1)%5) from ft4 t1 full join ft5 t2 on (t1.c1 = t2.c1) where t1.c1 < 20 or (t1.c1 is null and t2.c1 < 5) group by (t2.c1)%3 order by 1;
@@ -3147,7 +3147,7 @@ select array_agg(distinct (t1.c1)%5 order by (t1.c1)%5 desc nulls last) from ft4
  Foreign Scan
    Output: (array_agg(DISTINCT (t1.c1 % 5) ORDER BY (t1.c1 % 5) DESC NULLS LAST)), ((t2.c1 % 3))
    Relations: Aggregate on ((public.ft4 t1) FULL JOIN (public.ft5 t2))
-   Remote SQL: SELECT array_agg(DISTINCT (r1.c1 % 5) ORDER BY ((r1.c1 % 5)) DESC NULLS LAST), (r2.c1 % 3) FROM ("S 1"."T 3" r1 FULL JOIN "S 1"."T 4" r2 ON (((r1.c1 = r2.c1)))) WHERE (((r1.c1 < 20) OR ((r1.c1 IS NULL) AND (r2.c1 < 5)))) GROUP BY 2 ORDER BY array_agg(DISTINCT (r1.c1 % 5) ORDER BY ((r1.c1 % 5)) DESC NULLS LAST) ASC NULLS LAST
+   Remote SQL: SELECT array_agg(DISTINCT (r1.c1 % 5) ORDER BY ((r1.c1 % 5)) DESC NULLS LAST), (r2.c1 % 3) FROM ("S 1"."T 3" r1 FULL JOIN "S 1"."T 4" r2 ON (((r1.c1 = r2.c1)))) WHERE ((((r1.c1 IS NULL) AND (r2.c1 < 5)) OR (r1.c1 < 20))) GROUP BY 2 ORDER BY array_agg(DISTINCT (r1.c1 % 5) ORDER BY ((r1.c1 % 5)) DESC NULLS LAST) ASC NULLS LAST
 (4 rows)
 
 select array_agg(distinct (t1.c1)%5 order by (t1.c1)%5 desc nulls last) from ft4 t1 full join ft5 t2 on (t1.c1 = t2.c1) where t1.c1 < 20 or (t1.c1 is null and t2.c1 < 5) group by (t2.c1)%3 order by 1;
@@ -8537,18 +8537,18 @@ insert into utrtest values (2, 'qux');
 -- Check case where the foreign partition is a subplan target rel
 explain (verbose, costs off)
 update utrtest set a = 1 where a = 1 or a = 2 returning *;
-                                             QUERY PLAN                                             
-----------------------------------------------------------------------------------------------------
+                                                  QUERY PLAN                                                  
+--------------------------------------------------------------------------------------------------------------
  Update on public.utrtest
    Output: utrtest_1.a, utrtest_1.b
    Foreign Update on public.remp utrtest_1
    Update on public.locp utrtest_2
    ->  Append
          ->  Foreign Update on public.remp utrtest_1
-               Remote SQL: UPDATE public.loct SET a = 1 WHERE (((a = 1) OR (a = 2))) RETURNING a, b
+               Remote SQL: UPDATE public.loct SET a = 1 WHERE ((a = ANY ('{1,2}'::integer[]))) RETURNING a, b
          ->  Seq Scan on public.locp utrtest_2
                Output: 1, utrtest_2.tableoid, utrtest_2.ctid, NULL::record
-               Filter: ((utrtest_2.a = 1) OR (utrtest_2.a = 2))
+               Filter: (utrtest_2.a = ANY ('{1,2}'::integer[]))
 (10 rows)
 
 -- The new values are concatenated with ' triggered !'
diff --git a/src/backend/nodes/queryjumblefuncs.c b/src/backend/nodes/queryjumblefuncs.c
index 281907a4d8..99207a8670 100644
--- a/src/backend/nodes/queryjumblefuncs.c
+++ b/src/backend/nodes/queryjumblefuncs.c
@@ -135,6 +135,36 @@ JumbleQuery(Query *query)
 	return jstate;
 }
 
+JumbleState *
+JumbleExpr(Expr *expr, uint64 *queryId)
+{
+	JumbleState *jstate = NULL;
+
+	Assert(queryId != NULL);
+
+	jstate = (JumbleState *) palloc(sizeof(JumbleState));
+
+	/* Set up workspace for query jumbling */
+	jstate->jumble = (unsigned char *) palloc(JUMBLE_SIZE);
+	jstate->jumble_len = 0;
+	jstate->clocations_buf_size = 32;
+	jstate->clocations = (LocationLen *)
+		palloc(jstate->clocations_buf_size * sizeof(LocationLen));
+	jstate->clocations_count = 0;
+	jstate->highest_extern_param_id = 0;
+
+	/* Compute query ID */
+	_jumbleNode(jstate, (Node *) expr);
+	*queryId = DatumGetUInt64(hash_any_extended(jstate->jumble,
+												jstate->jumble_len,
+												0));
+
+	if (*queryId == UINT64CONST(0))
+		*queryId = UINT64CONST(1);
+
+	return jstate;
+}
+
 /*
  * Enables query identifier computation.
  *
diff --git a/src/backend/parser/parse_expr.c b/src/backend/parser/parse_expr.c
index 64c582c344..9f4d43572c 100644
--- a/src/backend/parser/parse_expr.c
+++ b/src/backend/parser/parse_expr.c
@@ -16,12 +16,14 @@
 #include "postgres.h"
 
 #include "catalog/pg_aggregate.h"
+#include "catalog/pg_operator.h"
 #include "catalog/pg_proc.h"
 #include "catalog/pg_type.h"
 #include "commands/dbcommands.h"
 #include "miscadmin.h"
 #include "nodes/makefuncs.h"
 #include "nodes/nodeFuncs.h"
+#include "nodes/queryjumble.h"
 #include "optimizer/optimizer.h"
 #include "parser/analyze.h"
 #include "parser/parse_agg.h"
@@ -38,11 +40,13 @@
 #include "utils/date.h"
 #include "utils/fmgroids.h"
 #include "utils/lsyscache.h"
+#include "utils/syscache.h"
 #include "utils/timestamp.h"
 #include "utils/xml.h"
 
 /* GUC parameters */
 bool		Transform_null_equals = false;
+bool		enable_or_transformation = true;
 
 
 static Node *transformExprRecurse(ParseState *pstate, Node *expr);
@@ -99,6 +103,310 @@ static Expr *make_distinct_op(ParseState *pstate, List *opname,
 static Node *make_nulltest_from_distinct(ParseState *pstate,
 										 A_Expr *distincta, Node *arg);
 
+typedef struct OrClauseGroupKey
+{
+	Expr   *expr; /* Pointer to the expression tree which has been a source for
+					the hashkey value */
+	Oid		opno;
+	Oid		exprtype;
+} OrClauseGroupKey;
+
+typedef struct OrClauseGroupEntry
+{
+	OrClauseGroupKey key;
+
+	Node		   *node;
+	List		   *consts;
+	Oid				scalar_type;
+	List 		   *exprs;
+} OrClauseGroupEntry;
+
+/*
+ * Hash function that's compatible with guc_name_compare
+ */
+static uint32
+orclause_hash(const void *data, Size keysize)
+{
+	OrClauseGroupKey   *key = (OrClauseGroupKey *) data;
+	uint64				hash;
+
+	(void) JumbleExpr(key->expr, &hash);
+	hash += ((uint64) key->opno + (uint64) key->exprtype) % UINT64_MAX;
+	return hash;
+}
+
+static void *
+orclause_keycopy(void *dest, const void *src, Size keysize)
+{
+	OrClauseGroupKey *src_key = (OrClauseGroupKey *) src;
+	OrClauseGroupKey *dst_key = (OrClauseGroupKey *) dest;
+
+	Assert(sizeof(OrClauseGroupKey) == keysize);
+
+	dst_key->expr = src_key->expr;
+	dst_key->opno = src_key->opno;
+	dst_key->exprtype = src_key->exprtype;
+	return dst_key;
+}
+
+/*
+ * Dynahash match function to use in guc_hashtab
+ */
+static int
+orclause_match(const void *data1, const void *data2, Size keysize)
+{
+	OrClauseGroupKey   *key1 = (OrClauseGroupKey *) data1;
+	OrClauseGroupKey   *key2 = (OrClauseGroupKey *) data2;
+
+	Assert(sizeof(OrClauseGroupKey) == keysize);
+
+	if (key1->opno == key2->opno && key1->exprtype == key2->exprtype &&
+		equal(key1->expr, key2->expr))
+		return 0;
+
+	return 1;
+}
+
+static Node *
+transformBoolExprOr(ParseState *pstate, BoolExpr *expr)
+{
+	List				   *or_list = NIL;
+	List				   *entries = NIL;
+	ListCell			   *lc;
+	HASHCTL					info;
+	HTAB 				   *or_group_htab = NULL;
+	int 					len_ors = list_length(expr->args);
+	OrClauseGroupEntry	   *entry = NULL;
+
+	/* If this is not an 'OR' expression, skip the transformation */
+	if (!enable_or_transformation || expr->boolop != OR_EXPR || len_ors < 2)
+		return transformBoolExpr(pstate, (BoolExpr *) expr);
+
+	MemSet(&info, 0, sizeof(info));
+	info.keysize = sizeof(OrClauseGroupKey);
+	info.entrysize = sizeof(OrClauseGroupEntry);
+	info.hash = orclause_hash;
+	info.keycopy = orclause_keycopy;
+	info.match = orclause_match;
+	or_group_htab = hash_create("OR Groups",
+								len_ors,
+								&info,
+								HASH_ELEM | HASH_FUNCTION | HASH_COMPARE | HASH_KEYCOPY);
+
+	foreach(lc, expr->args)
+	{
+		Node				   *arg = lfirst(lc);
+		Node				   *orqual;
+		Node				   *const_expr;
+		Node				   *nconst_expr;
+		OrClauseGroupKey		hashkey;
+		bool					found;
+		Oid						opno;
+		Node				   *leftop, *rightop;
+
+		/* At first, transform the arg and evaluate constant expressions. */
+		orqual = transformExprRecurse(pstate, (Node *) arg);
+		orqual = coerce_to_boolean(pstate, orqual, "OR");
+
+		if (!IsA(orqual, OpExpr))
+		{
+			or_list = lappend(or_list, orqual);
+			continue;
+		}
+
+		opno = ((OpExpr *) orqual)->opno;
+		if (get_op_rettype(opno) != BOOLOID)
+		{
+			/* Only operator returning boolean suits OR -> ANY transformation */
+			or_list = lappend(or_list, orqual);
+			continue;
+		}
+
+		/*
+		 * Detect the constant side of the clause. Recall non-constant
+		 * expression can be made not only with Vars, but also with Params,
+		 * which is not bonded with any relation. Thus, we detect the const
+		 * side - if another side is constant too, the orqual couldn't be
+		 * an OpExpr.
+		 * Get pointers to constant and expression sides of the qual.
+		 */
+		leftop = get_leftop(orqual);
+		if (IsA(leftop, RelabelType))
+			leftop = (Node *) ((RelabelType *) leftop)->arg;
+		rightop = get_rightop(orqual);
+		if (IsA(rightop, RelabelType))
+			rightop = (Node *) ((RelabelType *) rightop)->arg;
+
+		if (IsA(leftop, Const))
+		{
+			opno = get_commutator(opno);
+
+			if (!OidIsValid(opno))
+			{
+				/* Commuter doesn't exist, we can't reverse the order */
+				or_list = lappend(or_list, orqual);
+				continue;
+			}
+
+			nconst_expr = get_rightop(orqual);
+			const_expr = get_leftop(orqual);
+		}
+		else if (IsA(rightop, Const))
+		{
+			const_expr = get_rightop(orqual);
+			nconst_expr = get_leftop(orqual);
+		}
+		else
+		{
+			or_list = lappend(or_list, orqual);
+			continue;
+		}
+
+		/*
+		* At this point we definitely have a transformable clause.
+		* Classify it and add into specific group of clauses, or create new
+		* group.
+		*/
+		hashkey.expr = (Expr *) nconst_expr;
+		hashkey.opno = opno;
+		hashkey.exprtype = exprType(nconst_expr);
+		entry = hash_search(or_group_htab, &hashkey, HASH_ENTER, &found);
+
+		if (unlikely(found))
+		{
+			entry->consts = lappend(entry->consts, const_expr);
+			entry->exprs = lappend(entry->exprs, orqual);
+		}
+		else
+		{
+			entry->node = nconst_expr;
+			entry->consts = list_make1(const_expr);
+			entry->exprs = list_make1(orqual);
+
+			/*
+			 * Add the entry to the list. It is needed exclusively to manage the
+			 * problem with the order of transformed clauses in explain.
+			 * Hash value can depend on the platform and version. Hence,
+			 * sequental scan of the hash table would prone to change the order
+			 * of clauses in lists and, as a result, break regression tests
+			 * accidentially.
+			 */
+			entries = lappend(entries, entry);
+		}
+	}
+
+	/* Let's convert each group of clauses to an IN operation. */
+
+	/*
+	 * Go through the list of groups and convert each, where number of
+	 * consts more than 1. trivial groups move to OR-list again
+	 */
+
+	foreach (lc, entries)
+	{
+		Oid				    scalar_type;
+		Oid					array_type;
+
+		entry = (OrClauseGroupEntry *) lfirst(lc);
+
+		Assert(list_length(entry->consts) > 0);
+		Assert(list_length(entry->exprs) == list_length(entry->consts));
+
+		if (list_length(entry->consts) == 1)
+		{
+			/*
+			 * Only one element in the class. Return origin expression into
+			 * the BoolExpr args list unchanged.
+			 */
+			list_free(entry->consts);
+			or_list = list_concat(or_list, entry->exprs);
+			continue;
+		}
+
+		/*
+		 * Do the transformation.
+		 */
+
+		scalar_type = entry->key.exprtype;
+		if (scalar_type != RECORDOID && OidIsValid(scalar_type))
+			array_type = get_array_type(scalar_type);
+		else
+			array_type = InvalidOid;
+
+		if (array_type != InvalidOid)
+		{
+			/*
+			 * OK: coerce all the right-hand non-Var inputs to the common
+			 * type and build an ArrayExpr for them.
+			 */
+			List			   *aexprs = NIL;
+			ArrayExpr		   *newa = NULL;
+			ScalarArrayOpExpr  *saopexpr = NULL;
+			HeapTuple			opertup;
+			Form_pg_operator	operform;
+			List			   *namelist = NIL;
+			ListCell		   *lc1;
+
+			foreach(lc1, entry->consts)
+			{
+				Node   *rexpr = (Node *) lfirst(lc1);
+
+				rexpr = coerce_to_common_type(pstate, rexpr,
+											  scalar_type,
+											  "IN");
+				aexprs = lappend(aexprs, rexpr);
+			}
+
+			newa = makeNode(ArrayExpr);
+			/* array_collid will be set by parse_collate.c */
+			newa->element_typeid = scalar_type;
+			newa->array_typeid = array_type;
+			newa->multidims = false;
+			newa->elements = aexprs;
+			newa->location = -1;
+
+			opertup = SearchSysCache1(OPEROID,
+									  ObjectIdGetDatum(entry->key.opno));
+			if (!HeapTupleIsValid(opertup))
+				elog(ERROR, "cache lookup failed for operator %u",
+					 entry->key.opno);
+
+			operform = (Form_pg_operator) GETSTRUCT(opertup);
+			if (!OperatorIsVisible(entry->key.opno))
+				namelist = lappend(namelist, makeString(get_namespace_name(operform->oprnamespace)));
+
+			namelist = lappend(namelist, makeString(pstrdup(NameStr(operform->oprname))));
+			ReleaseSysCache(opertup);
+
+			saopexpr =
+				(ScalarArrayOpExpr *)
+					make_scalar_array_op(pstate,
+										 namelist,
+										 true,
+										 entry->node,
+										 (Node *) newa,
+										 -1);
+
+			or_list = lappend(or_list, (void *) saopexpr);
+		}
+		else
+		{
+			/*
+			 * This part works on intarray test (OR there is made on
+			 * elements of a custom type)
+			 */
+			list_free(entry->consts);
+			or_list = list_concat(or_list, entry->exprs);
+		}
+	}
+	hash_destroy(or_group_htab);
+	list_free(entries);
+
+	/* One more trick: assemble correct clause */
+	return (Node *) ((list_length(or_list) > 1) ?
+					 makeBoolExpr(OR_EXPR, or_list, expr->location) :
+					 linitial(or_list));
+}
 
 /*
  * transformExpr -
@@ -212,7 +520,7 @@ transformExprRecurse(ParseState *pstate, Node *expr)
 			}
 
 		case T_BoolExpr:
-			result = transformBoolExpr(pstate, (BoolExpr *) expr);
+			result = transformBoolExprOr(pstate, (BoolExpr *) expr);
 			break;
 
 		case T_FuncCall:
diff --git a/src/backend/utils/misc/guc_tables.c b/src/backend/utils/misc/guc_tables.c
index 6474e35ec0..4baca65bfe 100644
--- a/src/backend/utils/misc/guc_tables.c
+++ b/src/backend/utils/misc/guc_tables.c
@@ -1048,6 +1048,17 @@ struct config_bool ConfigureNamesBool[] =
 		true,
 		NULL, NULL, NULL
 	},
+	{
+		{"enable_or_transformation", PGC_USERSET, QUERY_TUNING_OTHER,
+			gettext_noop("Transform a sequence of OR clauses to an IN expression."),
+			gettext_noop("The planner will replace clauses like 'x=c1 OR x=c2 .."
+						 "to the clause 'x IN (c1,c2,...)'"),
+			GUC_EXPLAIN
+		},
+		&enable_or_transformation,
+		true,
+		NULL, NULL, NULL
+	},
 	{
 		/*
 		 * Not for general use --- used by SET SESSION AUTHORIZATION and SET
diff --git a/src/backend/utils/misc/postgresql.conf.sample b/src/backend/utils/misc/postgresql.conf.sample
index cf9f283cfe..3d5b5fbc58 100644
--- a/src/backend/utils/misc/postgresql.conf.sample
+++ b/src/backend/utils/misc/postgresql.conf.sample
@@ -374,6 +374,7 @@
 # - Planner Method Configuration -
 
 #enable_async_append = on
+#enable_or_transformation = on
 #enable_bitmapscan = on
 #enable_gathermerge = on
 #enable_hashagg = on
diff --git a/src/include/nodes/queryjumble.h b/src/include/nodes/queryjumble.h
index 0769081c7a..4aaa31aa80 100644
--- a/src/include/nodes/queryjumble.h
+++ b/src/include/nodes/queryjumble.h
@@ -65,6 +65,7 @@ extern PGDLLIMPORT int compute_query_id;
 
 extern const char *CleanQuerytext(const char *query, int *location, int *len);
 extern JumbleState *JumbleQuery(Query *query);
+extern JumbleState *JumbleExpr(Expr *expr, uint64 *queryId);
 extern void EnableQueryId(void);
 
 extern PGDLLIMPORT bool query_id_enabled;
diff --git a/src/include/parser/parse_expr.h b/src/include/parser/parse_expr.h
index 7d38ca75f7..3a87de0285 100644
--- a/src/include/parser/parse_expr.h
+++ b/src/include/parser/parse_expr.h
@@ -17,6 +17,7 @@
 
 /* GUC parameters */
 extern PGDLLIMPORT bool Transform_null_equals;
+extern PGDLLIMPORT bool enable_or_transformation;
 
 extern Node *transformExpr(ParseState *pstate, Node *expr, ParseExprKind exprKind);
 
diff --git a/src/test/regress/expected/create_index.out b/src/test/regress/expected/create_index.out
index acfd9d1f4f..daf497d3e3 100644
--- a/src/test/regress/expected/create_index.out
+++ b/src/test/regress/expected/create_index.out
@@ -1838,18 +1838,50 @@ DROP TABLE onek_with_null;
 EXPLAIN (COSTS OFF)
 SELECT * FROM tenk1
   WHERE thousand = 42 AND (tenthous = 1 OR tenthous = 3 OR tenthous = 42);
-                                                               QUERY PLAN                                                                
------------------------------------------------------------------------------------------------------------------------------------------
- Bitmap Heap Scan on tenk1
-   Recheck Cond: (((thousand = 42) AND (tenthous = 1)) OR ((thousand = 42) AND (tenthous = 3)) OR ((thousand = 42) AND (tenthous = 42)))
-   ->  BitmapOr
-         ->  Bitmap Index Scan on tenk1_thous_tenthous
-               Index Cond: ((thousand = 42) AND (tenthous = 1))
-         ->  Bitmap Index Scan on tenk1_thous_tenthous
-               Index Cond: ((thousand = 42) AND (tenthous = 3))
-         ->  Bitmap Index Scan on tenk1_thous_tenthous
-               Index Cond: ((thousand = 42) AND (tenthous = 42))
-(9 rows)
+                                  QUERY PLAN                                  
+------------------------------------------------------------------------------
+ Index Scan using tenk1_thous_tenthous on tenk1
+   Index Cond: ((thousand = 42) AND (tenthous = ANY ('{1,3,42}'::integer[])))
+(2 rows)
+
+SELECT * FROM tenk1
+  WHERE thousand = 42 AND (tenthous = 1 OR tenthous = 3 OR tenthous = 42);
+ unique1 | unique2 | two | four | ten | twenty | hundred | thousand | twothousand | fivethous | tenthous | odd | even | stringu1 | stringu2 | string4 
+---------+---------+-----+------+-----+--------+---------+----------+-------------+-----------+----------+-----+------+----------+----------+---------
+      42 |    5530 |   0 |    2 |   2 |      2 |      42 |       42 |          42 |        42 |       42 |  84 |   85 | QBAAAA   | SEIAAA   | OOOOxx
+(1 row)
+
+EXPLAIN (COSTS OFF)
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand = 42 OR thousand = 99);
+                                     QUERY PLAN                                     
+------------------------------------------------------------------------------------
+ Aggregate
+   ->  Bitmap Heap Scan on tenk1
+         Recheck Cond: ((hundred = 42) AND (thousand = ANY ('{42,99}'::integer[])))
+         ->  BitmapAnd
+               ->  Bitmap Index Scan on tenk1_hundred
+                     Index Cond: (hundred = 42)
+               ->  Bitmap Index Scan on tenk1_thous_tenthous
+                     Index Cond: (thousand = ANY ('{42,99}'::integer[]))
+(8 rows)
+
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand = 42 OR thousand = 99);
+ count 
+-------
+    10
+(1 row)
+
+SET enable_or_transformation = on;
+EXPLAIN (COSTS OFF)
+SELECT * FROM tenk1
+  WHERE thousand = 42 AND (tenthous = 1 OR tenthous = 3 OR tenthous = 42);
+                                  QUERY PLAN                                  
+------------------------------------------------------------------------------
+ Index Scan using tenk1_thous_tenthous on tenk1
+   Index Cond: ((thousand = 42) AND (tenthous = ANY ('{1,3,42}'::integer[])))
+(2 rows)
 
 SELECT * FROM tenk1
   WHERE thousand = 42 AND (tenthous = 1 OR tenthous = 3 OR tenthous = 42);
@@ -1861,28 +1893,116 @@ SELECT * FROM tenk1
 EXPLAIN (COSTS OFF)
 SELECT count(*) FROM tenk1
   WHERE hundred = 42 AND (thousand = 42 OR thousand = 99);
-                                   QUERY PLAN                                    
----------------------------------------------------------------------------------
+                                     QUERY PLAN                                     
+------------------------------------------------------------------------------------
+ Aggregate
+   ->  Bitmap Heap Scan on tenk1
+         Recheck Cond: ((hundred = 42) AND (thousand = ANY ('{42,99}'::integer[])))
+         ->  BitmapAnd
+               ->  Bitmap Index Scan on tenk1_hundred
+                     Index Cond: (hundred = 42)
+               ->  Bitmap Index Scan on tenk1_thous_tenthous
+                     Index Cond: (thousand = ANY ('{42,99}'::integer[]))
+(8 rows)
+
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand = 42 OR thousand = 99);
+ count 
+-------
+    10
+(1 row)
+
+EXPLAIN (COSTS OFF)
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand < 42 OR thousand < 99 OR 43 > thousand OR 42 > thousand);
+                                        QUERY PLAN                                        
+------------------------------------------------------------------------------------------
+ Aggregate
+   ->  Bitmap Heap Scan on tenk1
+         Recheck Cond: ((hundred = 42) AND (thousand < ANY ('{42,99,43,42}'::integer[])))
+         ->  BitmapAnd
+               ->  Bitmap Index Scan on tenk1_hundred
+                     Index Cond: (hundred = 42)
+               ->  Bitmap Index Scan on tenk1_thous_tenthous
+                     Index Cond: (thousand < ANY ('{42,99,43,42}'::integer[]))
+(8 rows)
+
+EXPLAIN (COSTS OFF)
+SELECT count(*) FROM tenk1
+  WHERE thousand = 42 AND (tenthous = 1 OR tenthous = 3) OR thousand = 41;
+                                               QUERY PLAN                                               
+--------------------------------------------------------------------------------------------------------
+ Aggregate
+   ->  Bitmap Heap Scan on tenk1
+         Recheck Cond: (((thousand = 42) AND (tenthous = ANY ('{1,3}'::integer[]))) OR (thousand = 41))
+         ->  BitmapOr
+               ->  Bitmap Index Scan on tenk1_thous_tenthous
+                     Index Cond: ((thousand = 42) AND (tenthous = ANY ('{1,3}'::integer[])))
+               ->  Bitmap Index Scan on tenk1_thous_tenthous
+                     Index Cond: (thousand = 41)
+(8 rows)
+
+SELECT count(*) FROM tenk1
+  WHERE thousand = 42 AND (tenthous = 1 OR tenthous = 3) OR thousand = 41;
+ count 
+-------
+    10
+(1 row)
+
+EXPLAIN (COSTS OFF)
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand = 42 OR thousand = 99 OR tenthous < 2) OR thousand = 41;
+                                                         QUERY PLAN                                                          
+-----------------------------------------------------------------------------------------------------------------------------
+ Aggregate
+   ->  Bitmap Heap Scan on tenk1
+         Recheck Cond: (((hundred = 42) AND ((thousand = ANY ('{42,99}'::integer[])) OR (tenthous < 2))) OR (thousand = 41))
+         ->  BitmapOr
+               ->  BitmapAnd
+                     ->  Bitmap Index Scan on tenk1_hundred
+                           Index Cond: (hundred = 42)
+                     ->  BitmapOr
+                           ->  Bitmap Index Scan on tenk1_thous_tenthous
+                                 Index Cond: (thousand = ANY ('{42,99}'::integer[]))
+                           ->  Bitmap Index Scan on tenk1_thous_tenthous
+                                 Index Cond: (tenthous < 2)
+               ->  Bitmap Index Scan on tenk1_thous_tenthous
+                     Index Cond: (thousand = 41)
+(14 rows)
+
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand = 42 OR thousand = 99 OR tenthous < 2) OR thousand = 41;
+ count 
+-------
+    20
+(1 row)
+
+EXPLAIN (COSTS OFF)
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand = 42 OR thousand = 41 OR thousand = 99 AND tenthous = 2);
+                                                          QUERY PLAN                                                          
+------------------------------------------------------------------------------------------------------------------------------
  Aggregate
    ->  Bitmap Heap Scan on tenk1
-         Recheck Cond: ((hundred = 42) AND ((thousand = 42) OR (thousand = 99)))
+         Recheck Cond: ((hundred = 42) AND (((thousand = 99) AND (tenthous = 2)) OR (thousand = ANY ('{42,41}'::integer[]))))
          ->  BitmapAnd
                ->  Bitmap Index Scan on tenk1_hundred
                      Index Cond: (hundred = 42)
                ->  BitmapOr
                      ->  Bitmap Index Scan on tenk1_thous_tenthous
-                           Index Cond: (thousand = 42)
+                           Index Cond: ((thousand = 99) AND (tenthous = 2))
                      ->  Bitmap Index Scan on tenk1_thous_tenthous
-                           Index Cond: (thousand = 99)
+                           Index Cond: (thousand = ANY ('{42,41}'::integer[]))
 (11 rows)
 
 SELECT count(*) FROM tenk1
-  WHERE hundred = 42 AND (thousand = 42 OR thousand = 99);
+  WHERE hundred = 42 AND (thousand = 42 OR thousand = 41 OR thousand = 99 AND tenthous = 2);
  count 
 -------
     10
 (1 row)
 
+RESET enable_or_transformation;
 --
 -- Check behavior with duplicate index column contents
 --
diff --git a/src/test/regress/expected/inherit.out b/src/test/regress/expected/inherit.out
index 0f1aa831f6..1781250122 100644
--- a/src/test/regress/expected/inherit.out
+++ b/src/test/regress/expected/inherit.out
@@ -2560,7 +2560,7 @@ explain (costs off) select * from list_parted where a = 'ab' or a in (null, 'cd'
                                    QUERY PLAN                                    
 ---------------------------------------------------------------------------------
  Seq Scan on part_ab_cd list_parted
-   Filter: (((a)::text = 'ab'::text) OR ((a)::text = ANY ('{NULL,cd}'::text[])))
+   Filter: (((a)::text = ANY ('{NULL,cd}'::text[])) OR ((a)::text = 'ab'::text))
 (2 rows)
 
 explain (costs off) select * from list_parted where a = 'ab';
diff --git a/src/test/regress/expected/join.out b/src/test/regress/expected/join.out
index 2c73270143..36dce0b84b 100644
--- a/src/test/regress/expected/join.out
+++ b/src/test/regress/expected/join.out
@@ -4210,10 +4210,10 @@ explain (costs off)
 select * from tenk1 a join tenk1 b on
   (a.unique1 = 1 and b.unique1 = 2) or
   ((a.unique2 = 3 or a.unique2 = 7) and b.hundred = 4);
-                                                      QUERY PLAN                                                      
-----------------------------------------------------------------------------------------------------------------------
+                                                       QUERY PLAN                                                       
+------------------------------------------------------------------------------------------------------------------------
  Nested Loop
-   Join Filter: (((a.unique1 = 1) AND (b.unique1 = 2)) OR (((a.unique2 = 3) OR (a.unique2 = 7)) AND (b.hundred = 4)))
+   Join Filter: (((a.unique1 = 1) AND (b.unique1 = 2)) OR ((a.unique2 = ANY ('{3,7}'::integer[])) AND (b.hundred = 4)))
    ->  Bitmap Heap Scan on tenk1 b
          Recheck Cond: ((unique1 = 2) OR (hundred = 4))
          ->  BitmapOr
@@ -4223,16 +4223,64 @@ select * from tenk1 a join tenk1 b on
                      Index Cond: (hundred = 4)
    ->  Materialize
          ->  Bitmap Heap Scan on tenk1 a
-               Recheck Cond: ((unique1 = 1) OR (unique2 = 3) OR (unique2 = 7))
+               Recheck Cond: ((unique1 = 1) OR (unique2 = ANY ('{3,7}'::integer[])))
                ->  BitmapOr
                      ->  Bitmap Index Scan on tenk1_unique1
                            Index Cond: (unique1 = 1)
                      ->  Bitmap Index Scan on tenk1_unique2
-                           Index Cond: (unique2 = 3)
+                           Index Cond: (unique2 = ANY ('{3,7}'::integer[]))
+(17 rows)
+
+SET enable_or_transformation = on;
+explain (costs off)
+select * from tenk1 a join tenk1 b on
+  (a.unique1 = 1 and b.unique1 = 2) or
+  ((a.unique2 = 3 or a.unique2 = 7) and b.hundred = 4);
+                                                       QUERY PLAN                                                       
+------------------------------------------------------------------------------------------------------------------------
+ Nested Loop
+   Join Filter: (((a.unique1 = 1) AND (b.unique1 = 2)) OR ((a.unique2 = ANY ('{3,7}'::integer[])) AND (b.hundred = 4)))
+   ->  Bitmap Heap Scan on tenk1 b
+         Recheck Cond: ((unique1 = 2) OR (hundred = 4))
+         ->  BitmapOr
+               ->  Bitmap Index Scan on tenk1_unique1
+                     Index Cond: (unique1 = 2)
+               ->  Bitmap Index Scan on tenk1_hundred
+                     Index Cond: (hundred = 4)
+   ->  Materialize
+         ->  Bitmap Heap Scan on tenk1 a
+               Recheck Cond: ((unique1 = 1) OR (unique2 = ANY ('{3,7}'::integer[])))
+               ->  BitmapOr
+                     ->  Bitmap Index Scan on tenk1_unique1
+                           Index Cond: (unique1 = 1)
                      ->  Bitmap Index Scan on tenk1_unique2
-                           Index Cond: (unique2 = 7)
-(19 rows)
+                           Index Cond: (unique2 = ANY ('{3,7}'::integer[]))
+(17 rows)
+
+explain (costs off)
+select * from tenk1 a join tenk1 b on
+  (a.unique1 < 20 or a.unique1 = 3 or a.unique1 = 1 and b.unique1 = 2) or
+  ((a.unique2 = 3 or a.unique2 = 7) and b.hundred = 4);
+                                                                          QUERY PLAN                                                                           
+---------------------------------------------------------------------------------------------------------------------------------------------------------------
+ Nested Loop
+   Join Filter: (((a.unique1 = 1) AND (b.unique1 = 2)) OR ((a.unique2 = ANY ('{3,7}'::integer[])) AND (b.hundred = 4)) OR (a.unique1 < 20) OR (a.unique1 = 3))
+   ->  Seq Scan on tenk1 b
+   ->  Materialize
+         ->  Bitmap Heap Scan on tenk1 a
+               Recheck Cond: ((unique1 = 1) OR (unique2 = ANY ('{3,7}'::integer[])) OR (unique1 < 20) OR (unique1 = 3))
+               ->  BitmapOr
+                     ->  Bitmap Index Scan on tenk1_unique1
+                           Index Cond: (unique1 = 1)
+                     ->  Bitmap Index Scan on tenk1_unique2
+                           Index Cond: (unique2 = ANY ('{3,7}'::integer[]))
+                     ->  Bitmap Index Scan on tenk1_unique1
+                           Index Cond: (unique1 < 20)
+                     ->  Bitmap Index Scan on tenk1_unique1
+                           Index Cond: (unique1 = 3)
+(15 rows)
 
+RESET enable_or_transformation;
 --
 -- test placement of movable quals in a parameterized join tree
 --
diff --git a/src/test/regress/expected/partition_prune.out b/src/test/regress/expected/partition_prune.out
index 9a4c48c055..3423af4768 100644
--- a/src/test/regress/expected/partition_prune.out
+++ b/src/test/regress/expected/partition_prune.out
@@ -82,25 +82,47 @@ explain (costs off) select * from lp where a is null;
 (2 rows)
 
 explain (costs off) select * from lp where a = 'a' or a = 'c';
-                        QUERY PLAN                        
-----------------------------------------------------------
+                  QUERY PLAN                   
+-----------------------------------------------
  Append
    ->  Seq Scan on lp_ad lp_1
-         Filter: ((a = 'a'::bpchar) OR (a = 'c'::bpchar))
+         Filter: (a = ANY ('{a,c}'::bpchar[]))
    ->  Seq Scan on lp_bc lp_2
-         Filter: ((a = 'a'::bpchar) OR (a = 'c'::bpchar))
+         Filter: (a = ANY ('{a,c}'::bpchar[]))
 (5 rows)
 
 explain (costs off) select * from lp where a is not null and (a = 'a' or a = 'c');
-                                   QUERY PLAN                                   
---------------------------------------------------------------------------------
+                             QUERY PLAN                              
+---------------------------------------------------------------------
  Append
    ->  Seq Scan on lp_ad lp_1
-         Filter: ((a IS NOT NULL) AND ((a = 'a'::bpchar) OR (a = 'c'::bpchar)))
+         Filter: ((a IS NOT NULL) AND (a = ANY ('{a,c}'::bpchar[])))
    ->  Seq Scan on lp_bc lp_2
-         Filter: ((a IS NOT NULL) AND ((a = 'a'::bpchar) OR (a = 'c'::bpchar)))
+         Filter: ((a IS NOT NULL) AND (a = ANY ('{a,c}'::bpchar[])))
 (5 rows)
 
+SET enable_or_transformation = on;
+explain (costs off) select * from lp where a = 'a' or a = 'c';
+                  QUERY PLAN                   
+-----------------------------------------------
+ Append
+   ->  Seq Scan on lp_ad lp_1
+         Filter: (a = ANY ('{a,c}'::bpchar[]))
+   ->  Seq Scan on lp_bc lp_2
+         Filter: (a = ANY ('{a,c}'::bpchar[]))
+(5 rows)
+
+explain (costs off) select * from lp where a is not null and (a = 'a' or a = 'c');
+                             QUERY PLAN                              
+---------------------------------------------------------------------
+ Append
+   ->  Seq Scan on lp_ad lp_1
+         Filter: ((a IS NOT NULL) AND (a = ANY ('{a,c}'::bpchar[])))
+   ->  Seq Scan on lp_bc lp_2
+         Filter: ((a IS NOT NULL) AND (a = ANY ('{a,c}'::bpchar[])))
+(5 rows)
+
+RESET enable_or_transformation;
 explain (costs off) select * from lp where a <> 'g';
              QUERY PLAN             
 ------------------------------------
@@ -515,10 +537,10 @@ explain (costs off) select * from rlp where a <= 31;
 (27 rows)
 
 explain (costs off) select * from rlp where a = 1 or a = 7;
-           QUERY PLAN           
---------------------------------
+                QUERY PLAN                
+------------------------------------------
  Seq Scan on rlp2 rlp
-   Filter: ((a = 1) OR (a = 7))
+   Filter: (a = ANY ('{1,7}'::integer[]))
 (2 rows)
 
 explain (costs off) select * from rlp where a = 1 or b = 'ab';
@@ -589,20 +611,20 @@ explain (costs off) select * from rlp where a < 1 or (a > 20 and a < 25);
 ------------------------------------------------------
  Append
    ->  Seq Scan on rlp1 rlp_1
-         Filter: ((a < 1) OR ((a > 20) AND (a < 25)))
+         Filter: (((a > 20) AND (a < 25)) OR (a < 1))
    ->  Seq Scan on rlp4_1 rlp_2
-         Filter: ((a < 1) OR ((a > 20) AND (a < 25)))
+         Filter: (((a > 20) AND (a < 25)) OR (a < 1))
 (5 rows)
 
 -- where clause contradicts sub-partition's constraint
 explain (costs off) select * from rlp where a = 20 or a = 40;
-               QUERY PLAN               
-----------------------------------------
+                    QUERY PLAN                    
+--------------------------------------------------
  Append
    ->  Seq Scan on rlp4_1 rlp_1
-         Filter: ((a = 20) OR (a = 40))
+         Filter: (a = ANY ('{20,40}'::integer[]))
    ->  Seq Scan on rlp5_default rlp_2
-         Filter: ((a = 20) OR (a = 40))
+         Filter: (a = ANY ('{20,40}'::integer[]))
 (5 rows)
 
 explain (costs off) select * from rlp3 where a = 20;   /* empty */
@@ -671,6 +693,163 @@ explain (costs off) select * from rlp where (a = 1 and a = 3) or (a > 1 and a =
          Filter: (((a = 1) AND (a = 3)) OR ((a > 1) AND (a = 15)))
 (11 rows)
 
+SET enable_or_transformation = on;
+explain (costs off) select * from rlp where a = 1 or a = 7;
+                QUERY PLAN                
+------------------------------------------
+ Seq Scan on rlp2 rlp
+   Filter: (a = ANY ('{1,7}'::integer[]))
+(2 rows)
+
+explain (costs off) select * from rlp where a = 1 or b = 'ab';
+                      QUERY PLAN                       
+-------------------------------------------------------
+ Append
+   ->  Seq Scan on rlp1 rlp_1
+         Filter: ((a = 1) OR ((b)::text = 'ab'::text))
+   ->  Seq Scan on rlp2 rlp_2
+         Filter: ((a = 1) OR ((b)::text = 'ab'::text))
+   ->  Seq Scan on rlp3abcd rlp_3
+         Filter: ((a = 1) OR ((b)::text = 'ab'::text))
+   ->  Seq Scan on rlp4_1 rlp_4
+         Filter: ((a = 1) OR ((b)::text = 'ab'::text))
+   ->  Seq Scan on rlp4_2 rlp_5
+         Filter: ((a = 1) OR ((b)::text = 'ab'::text))
+   ->  Seq Scan on rlp4_default rlp_6
+         Filter: ((a = 1) OR ((b)::text = 'ab'::text))
+   ->  Seq Scan on rlp5_1 rlp_7
+         Filter: ((a = 1) OR ((b)::text = 'ab'::text))
+   ->  Seq Scan on rlp5_default rlp_8
+         Filter: ((a = 1) OR ((b)::text = 'ab'::text))
+   ->  Seq Scan on rlp_default_10 rlp_9
+         Filter: ((a = 1) OR ((b)::text = 'ab'::text))
+   ->  Seq Scan on rlp_default_30 rlp_10
+         Filter: ((a = 1) OR ((b)::text = 'ab'::text))
+   ->  Seq Scan on rlp_default_null rlp_11
+         Filter: ((a = 1) OR ((b)::text = 'ab'::text))
+   ->  Seq Scan on rlp_default_default rlp_12
+         Filter: ((a = 1) OR ((b)::text = 'ab'::text))
+(25 rows)
+
+explain (costs off) select * from rlp where a > 20 and a < 27;
+               QUERY PLAN                
+-----------------------------------------
+ Append
+   ->  Seq Scan on rlp4_1 rlp_1
+         Filter: ((a > 20) AND (a < 27))
+   ->  Seq Scan on rlp4_2 rlp_2
+         Filter: ((a > 20) AND (a < 27))
+(5 rows)
+
+explain (costs off) select * from rlp where a = 29;
+          QUERY PLAN          
+------------------------------
+ Seq Scan on rlp4_default rlp
+   Filter: (a = 29)
+(2 rows)
+
+explain (costs off) select * from rlp where a >= 29;
+                 QUERY PLAN                  
+---------------------------------------------
+ Append
+   ->  Seq Scan on rlp4_default rlp_1
+         Filter: (a >= 29)
+   ->  Seq Scan on rlp5_1 rlp_2
+         Filter: (a >= 29)
+   ->  Seq Scan on rlp5_default rlp_3
+         Filter: (a >= 29)
+   ->  Seq Scan on rlp_default_30 rlp_4
+         Filter: (a >= 29)
+   ->  Seq Scan on rlp_default_default rlp_5
+         Filter: (a >= 29)
+(11 rows)
+
+explain (costs off) select * from rlp where a < 1 or (a > 20 and a < 25);
+                      QUERY PLAN                      
+------------------------------------------------------
+ Append
+   ->  Seq Scan on rlp1 rlp_1
+         Filter: (((a > 20) AND (a < 25)) OR (a < 1))
+   ->  Seq Scan on rlp4_1 rlp_2
+         Filter: (((a > 20) AND (a < 25)) OR (a < 1))
+(5 rows)
+
+explain (costs off) select * from rlp where a = 20 or a = 40;
+                    QUERY PLAN                    
+--------------------------------------------------
+ Append
+   ->  Seq Scan on rlp4_1 rlp_1
+         Filter: (a = ANY ('{20,40}'::integer[]))
+   ->  Seq Scan on rlp5_default rlp_2
+         Filter: (a = ANY ('{20,40}'::integer[]))
+(5 rows)
+
+explain (costs off) select * from rlp3 where a = 20;   /* empty */
+        QUERY PLAN        
+--------------------------
+ Result
+   One-Time Filter: false
+(2 rows)
+
+explain (costs off) select * from rlp where a > 1 and a = 10;	/* only default */
+            QUERY PLAN            
+----------------------------------
+ Seq Scan on rlp_default_10 rlp
+   Filter: ((a > 1) AND (a = 10))
+(2 rows)
+
+explain (costs off) select * from rlp where a > 1 and a >=15;	/* rlp3 onwards, including default */
+                  QUERY PLAN                  
+----------------------------------------------
+ Append
+   ->  Seq Scan on rlp3abcd rlp_1
+         Filter: ((a > 1) AND (a >= 15))
+   ->  Seq Scan on rlp3efgh rlp_2
+         Filter: ((a > 1) AND (a >= 15))
+   ->  Seq Scan on rlp3nullxy rlp_3
+         Filter: ((a > 1) AND (a >= 15))
+   ->  Seq Scan on rlp3_default rlp_4
+         Filter: ((a > 1) AND (a >= 15))
+   ->  Seq Scan on rlp4_1 rlp_5
+         Filter: ((a > 1) AND (a >= 15))
+   ->  Seq Scan on rlp4_2 rlp_6
+         Filter: ((a > 1) AND (a >= 15))
+   ->  Seq Scan on rlp4_default rlp_7
+         Filter: ((a > 1) AND (a >= 15))
+   ->  Seq Scan on rlp5_1 rlp_8
+         Filter: ((a > 1) AND (a >= 15))
+   ->  Seq Scan on rlp5_default rlp_9
+         Filter: ((a > 1) AND (a >= 15))
+   ->  Seq Scan on rlp_default_30 rlp_10
+         Filter: ((a > 1) AND (a >= 15))
+   ->  Seq Scan on rlp_default_default rlp_11
+         Filter: ((a > 1) AND (a >= 15))
+(23 rows)
+
+explain (costs off) select * from rlp where a = 1 and a = 3;	/* empty */
+        QUERY PLAN        
+--------------------------
+ Result
+   One-Time Filter: false
+(2 rows)
+
+explain (costs off) select * from rlp where (a = 1 and a = 3) or (a > 1 and a = 15);
+                            QUERY PLAN                             
+-------------------------------------------------------------------
+ Append
+   ->  Seq Scan on rlp2 rlp_1
+         Filter: (((a = 1) AND (a = 3)) OR ((a > 1) AND (a = 15)))
+   ->  Seq Scan on rlp3abcd rlp_2
+         Filter: (((a = 1) AND (a = 3)) OR ((a > 1) AND (a = 15)))
+   ->  Seq Scan on rlp3efgh rlp_3
+         Filter: (((a = 1) AND (a = 3)) OR ((a > 1) AND (a = 15)))
+   ->  Seq Scan on rlp3nullxy rlp_4
+         Filter: (((a = 1) AND (a = 3)) OR ((a > 1) AND (a = 15)))
+   ->  Seq Scan on rlp3_default rlp_5
+         Filter: (((a = 1) AND (a = 3)) OR ((a > 1) AND (a = 15)))
+(11 rows)
+
+RESET enable_or_transformation;
 -- multi-column keys
 create table mc3p (a int, b int, c int) partition by range (a, abs(b), c);
 create table mc3p_default partition of mc3p default;
@@ -1933,10 +2112,10 @@ explain (costs off) select * from hp where a = 1 and b = 'abcde';
 
 explain (costs off) select * from hp where a = 1 and b = 'abcde' and
   (c = 2 or c = 3);
-                              QUERY PLAN                              
-----------------------------------------------------------------------
+                                   QUERY PLAN                                   
+--------------------------------------------------------------------------------
  Seq Scan on hp2 hp
-   Filter: ((a = 1) AND (b = 'abcde'::text) AND ((c = 2) OR (c = 3)))
+   Filter: ((c = ANY ('{2,3}'::integer[])) AND (a = 1) AND (b = 'abcde'::text))
 (2 rows)
 
 drop table hp2;
diff --git a/src/test/regress/expected/rules.out b/src/test/regress/expected/rules.out
index 05070393b9..c927c21dd4 100644
--- a/src/test/regress/expected/rules.out
+++ b/src/test/regress/expected/rules.out
@@ -2495,7 +2495,7 @@ pg_stats| SELECT n.nspname AS schemaname,
      JOIN pg_class c ON ((c.oid = s.starelid)))
      JOIN pg_attribute a ON (((c.oid = a.attrelid) AND (a.attnum = s.staattnum))))
      LEFT JOIN pg_namespace n ON ((n.oid = c.relnamespace)))
-  WHERE ((NOT a.attisdropped) AND has_column_privilege(c.oid, a.attnum, 'select'::text) AND ((c.relrowsecurity = false) OR (NOT row_security_active(c.oid))));
+  WHERE ((NOT a.attisdropped) AND has_column_privilege(c.oid, a.attnum, 'select'::text) AND ((NOT row_security_active(c.oid)) OR (c.relrowsecurity = false)));
 pg_stats_ext| SELECT cn.nspname AS schemaname,
     c.relname AS tablename,
     sn.nspname AS statistics_schemaname,
@@ -2526,7 +2526,7 @@ pg_stats_ext| SELECT cn.nspname AS schemaname,
   WHERE ((NOT (EXISTS ( SELECT 1
            FROM (unnest(s.stxkeys) k(k)
              JOIN pg_attribute a ON (((a.attrelid = s.stxrelid) AND (a.attnum = k.k))))
-          WHERE (NOT has_column_privilege(c.oid, a.attnum, 'select'::text))))) AND ((c.relrowsecurity = false) OR (NOT row_security_active(c.oid))));
+          WHERE (NOT has_column_privilege(c.oid, a.attnum, 'select'::text))))) AND ((NOT row_security_active(c.oid)) OR (c.relrowsecurity = false)));
 pg_stats_ext_exprs| SELECT cn.nspname AS schemaname,
     c.relname AS tablename,
     sn.nspname AS statistics_schemaname,
diff --git a/src/test/regress/expected/stats_ext.out b/src/test/regress/expected/stats_ext.out
index a430153b22..659d712f75 100644
--- a/src/test/regress/expected/stats_ext.out
+++ b/src/test/regress/expected/stats_ext.out
@@ -1322,19 +1322,19 @@ SELECT * FROM check_estimated_rows('SELECT * FROM functional_dependencies WHERE
 SELECT * FROM check_estimated_rows('SELECT * FROM functional_dependencies WHERE (a = 1 OR a = 51) AND b = ''1''');
  estimated | actual 
 -----------+--------
-        99 |    100
+       100 |    100
 (1 row)
 
 SELECT * FROM check_estimated_rows('SELECT * FROM functional_dependencies WHERE (a = 1 OR a = 51) AND (b = ''1'' OR b = ''2'')');
  estimated | actual 
 -----------+--------
-        99 |    100
+       100 |    100
 (1 row)
 
 SELECT * FROM check_estimated_rows('SELECT * FROM functional_dependencies WHERE (a = 1 OR a = 2 OR a = 51 OR a = 52) AND (b = ''1'' OR b = ''2'')');
  estimated | actual 
 -----------+--------
-       197 |    200
+       200 |    200
 (1 row)
 
 -- OR clauses referencing different attributes are incompatible
@@ -1664,19 +1664,19 @@ SELECT * FROM check_estimated_rows('SELECT * FROM functional_dependencies WHERE
 SELECT * FROM check_estimated_rows('SELECT * FROM functional_dependencies WHERE ((a * 2) = 2 OR (a * 2) = 102) AND upper(b) = ''1''');
  estimated | actual 
 -----------+--------
-        99 |    100
+       100 |    100
 (1 row)
 
 SELECT * FROM check_estimated_rows('SELECT * FROM functional_dependencies WHERE ((a * 2) = 2 OR (a * 2) = 102) AND (upper(b) = ''1'' OR upper(b) = ''2'')');
  estimated | actual 
 -----------+--------
-        99 |    100
+       100 |    100
 (1 row)
 
 SELECT * FROM check_estimated_rows('SELECT * FROM functional_dependencies WHERE ((a * 2) = 2 OR (a * 2) = 4 OR (a * 2) = 102 OR (a * 2) = 104) AND (upper(b) = ''1'' OR upper(b) = ''2'')');
  estimated | actual 
 -----------+--------
-       197 |    200
+       200 |    200
 (1 row)
 
 -- OR clauses referencing different attributes
diff --git a/src/test/regress/expected/sysviews.out b/src/test/regress/expected/sysviews.out
index 271313ebf8..c6c6b9fb8d 100644
--- a/src/test/regress/expected/sysviews.out
+++ b/src/test/regress/expected/sysviews.out
@@ -123,6 +123,7 @@ select name, setting from pg_settings where name like 'enable%';
  enable_memoize                 | on
  enable_mergejoin               | on
  enable_nestloop                | on
+ enable_or_transformation       | on
  enable_parallel_append         | on
  enable_parallel_hash           | on
  enable_partition_pruning       | on
@@ -133,7 +134,7 @@ select name, setting from pg_settings where name like 'enable%';
  enable_seqscan                 | on
  enable_sort                    | on
  enable_tidscan                 | on
-(22 rows)
+(23 rows)
 
 -- There are always wait event descriptions for various types.
 select type, count(*) > 0 as ok FROM pg_wait_events
diff --git a/src/test/regress/expected/tidscan.out b/src/test/regress/expected/tidscan.out
index f133b5a4ac..2a079e996b 100644
--- a/src/test/regress/expected/tidscan.out
+++ b/src/test/regress/expected/tidscan.out
@@ -43,10 +43,26 @@ SELECT ctid, * FROM tidscan WHERE '(0,1)' = ctid;
 -- OR'd clauses
 EXPLAIN (COSTS OFF)
 SELECT ctid, * FROM tidscan WHERE ctid = '(0,2)' OR '(0,1)' = ctid;
-                          QUERY PLAN                          
---------------------------------------------------------------
+                      QUERY PLAN                       
+-------------------------------------------------------
+ Tid Scan on tidscan
+   TID Cond: (ctid = ANY ('{"(0,2)","(0,1)"}'::tid[]))
+(2 rows)
+
+SELECT ctid, * FROM tidscan WHERE ctid = '(0,2)' OR '(0,1)' = ctid;
+ ctid  | id 
+-------+----
+ (0,1) |  1
+ (0,2) |  2
+(2 rows)
+
+SET enable_or_transformation = on;
+EXPLAIN (COSTS OFF)
+SELECT ctid, * FROM tidscan WHERE ctid = '(0,2)' OR '(0,1)' = ctid;
+                      QUERY PLAN                       
+-------------------------------------------------------
  Tid Scan on tidscan
-   TID Cond: ((ctid = '(0,2)'::tid) OR ('(0,1)'::tid = ctid))
+   TID Cond: (ctid = ANY ('{"(0,2)","(0,1)"}'::tid[]))
 (2 rows)
 
 SELECT ctid, * FROM tidscan WHERE ctid = '(0,2)' OR '(0,1)' = ctid;
@@ -56,6 +72,7 @@ SELECT ctid, * FROM tidscan WHERE ctid = '(0,2)' OR '(0,1)' = ctid;
  (0,2) |  2
 (2 rows)
 
+RESET enable_or_transformation;
 -- ctid = ScalarArrayOp - implemented as tidscan
 EXPLAIN (COSTS OFF)
 SELECT ctid, * FROM tidscan WHERE ctid = ANY(ARRAY['(0,1)', '(0,2)']::tid[]);
diff --git a/src/test/regress/sql/create_index.sql b/src/test/regress/sql/create_index.sql
index d49ce9f300..56fde15bc1 100644
--- a/src/test/regress/sql/create_index.sql
+++ b/src/test/regress/sql/create_index.sql
@@ -737,6 +737,41 @@ SELECT count(*) FROM tenk1
 SELECT count(*) FROM tenk1
   WHERE hundred = 42 AND (thousand = 42 OR thousand = 99);
 
+SET enable_or_transformation = on;
+EXPLAIN (COSTS OFF)
+SELECT * FROM tenk1
+  WHERE thousand = 42 AND (tenthous = 1 OR tenthous = 3 OR tenthous = 42);
+SELECT * FROM tenk1
+  WHERE thousand = 42 AND (tenthous = 1 OR tenthous = 3 OR tenthous = 42);
+
+EXPLAIN (COSTS OFF)
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand = 42 OR thousand = 99);
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand = 42 OR thousand = 99);
+EXPLAIN (COSTS OFF)
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand < 42 OR thousand < 99 OR 43 > thousand OR 42 > thousand);
+
+EXPLAIN (COSTS OFF)
+SELECT count(*) FROM tenk1
+  WHERE thousand = 42 AND (tenthous = 1 OR tenthous = 3) OR thousand = 41;
+SELECT count(*) FROM tenk1
+  WHERE thousand = 42 AND (tenthous = 1 OR tenthous = 3) OR thousand = 41;
+
+EXPLAIN (COSTS OFF)
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand = 42 OR thousand = 99 OR tenthous < 2) OR thousand = 41;
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand = 42 OR thousand = 99 OR tenthous < 2) OR thousand = 41;
+
+EXPLAIN (COSTS OFF)
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand = 42 OR thousand = 41 OR thousand = 99 AND tenthous = 2);
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand = 42 OR thousand = 41 OR thousand = 99 AND tenthous = 2);
+RESET enable_or_transformation;
+
 --
 -- Check behavior with duplicate index column contents
 --
diff --git a/src/test/regress/sql/join.sql b/src/test/regress/sql/join.sql
index 8a8a63bd2f..55d7e2ae7d 100644
--- a/src/test/regress/sql/join.sql
+++ b/src/test/regress/sql/join.sql
@@ -1408,6 +1408,16 @@ explain (costs off)
 select * from tenk1 a join tenk1 b on
   (a.unique1 = 1 and b.unique1 = 2) or
   ((a.unique2 = 3 or a.unique2 = 7) and b.hundred = 4);
+SET enable_or_transformation = on;
+explain (costs off)
+select * from tenk1 a join tenk1 b on
+  (a.unique1 = 1 and b.unique1 = 2) or
+  ((a.unique2 = 3 or a.unique2 = 7) and b.hundred = 4);
+explain (costs off)
+select * from tenk1 a join tenk1 b on
+  (a.unique1 < 20 or a.unique1 = 3 or a.unique1 = 1 and b.unique1 = 2) or
+  ((a.unique2 = 3 or a.unique2 = 7) and b.hundred = 4);
+RESET enable_or_transformation;
 
 --
 -- test placement of movable quals in a parameterized join tree
diff --git a/src/test/regress/sql/partition_prune.sql b/src/test/regress/sql/partition_prune.sql
index 7bf3920827..1e270ae9c0 100644
--- a/src/test/regress/sql/partition_prune.sql
+++ b/src/test/regress/sql/partition_prune.sql
@@ -21,6 +21,12 @@ explain (costs off) select * from lp where a is not null;
 explain (costs off) select * from lp where a is null;
 explain (costs off) select * from lp where a = 'a' or a = 'c';
 explain (costs off) select * from lp where a is not null and (a = 'a' or a = 'c');
+
+SET enable_or_transformation = on;
+explain (costs off) select * from lp where a = 'a' or a = 'c';
+explain (costs off) select * from lp where a is not null and (a = 'a' or a = 'c');
+RESET enable_or_transformation;
+
 explain (costs off) select * from lp where a <> 'g';
 explain (costs off) select * from lp where a <> 'a' and a <> 'd';
 explain (costs off) select * from lp where a not in ('a', 'd');
@@ -99,6 +105,22 @@ explain (costs off) select * from rlp where a > 1 and a >=15;	/* rlp3 onwards, i
 explain (costs off) select * from rlp where a = 1 and a = 3;	/* empty */
 explain (costs off) select * from rlp where (a = 1 and a = 3) or (a > 1 and a = 15);
 
+
+SET enable_or_transformation = on;
+explain (costs off) select * from rlp where a = 1 or a = 7;
+explain (costs off) select * from rlp where a = 1 or b = 'ab';
+explain (costs off) select * from rlp where a > 20 and a < 27;
+explain (costs off) select * from rlp where a = 29;
+explain (costs off) select * from rlp where a >= 29;
+explain (costs off) select * from rlp where a < 1 or (a > 20 and a < 25);
+explain (costs off) select * from rlp where a = 20 or a = 40;
+explain (costs off) select * from rlp3 where a = 20;   /* empty */
+explain (costs off) select * from rlp where a > 1 and a = 10;	/* only default */
+explain (costs off) select * from rlp where a > 1 and a >=15;	/* rlp3 onwards, including default */
+explain (costs off) select * from rlp where a = 1 and a = 3;	/* empty */
+explain (costs off) select * from rlp where (a = 1 and a = 3) or (a > 1 and a = 15);
+RESET enable_or_transformation;
+
 -- multi-column keys
 create table mc3p (a int, b int, c int) partition by range (a, abs(b), c);
 create table mc3p_default partition of mc3p default;
diff --git a/src/test/regress/sql/tidscan.sql b/src/test/regress/sql/tidscan.sql
index 313e0fb9b6..0499bedb9e 100644
--- a/src/test/regress/sql/tidscan.sql
+++ b/src/test/regress/sql/tidscan.sql
@@ -22,6 +22,12 @@ EXPLAIN (COSTS OFF)
 SELECT ctid, * FROM tidscan WHERE ctid = '(0,2)' OR '(0,1)' = ctid;
 SELECT ctid, * FROM tidscan WHERE ctid = '(0,2)' OR '(0,1)' = ctid;
 
+SET enable_or_transformation = on;
+EXPLAIN (COSTS OFF)
+SELECT ctid, * FROM tidscan WHERE ctid = '(0,2)' OR '(0,1)' = ctid;
+SELECT ctid, * FROM tidscan WHERE ctid = '(0,2)' OR '(0,1)' = ctid;
+RESET enable_or_transformation;
+
 -- ctid = ScalarArrayOp - implemented as tidscan
 EXPLAIN (COSTS OFF)
 SELECT ctid, * FROM tidscan WHERE ctid = ANY(ARRAY['(0,1)', '(0,2)']::tid[]);
diff --git a/src/tools/pgindent/typedefs.list b/src/tools/pgindent/typedefs.list
index d659adbfd6..9591d0d084 100644
--- a/src/tools/pgindent/typedefs.list
+++ b/src/tools/pgindent/typedefs.list
@@ -1645,6 +1645,8 @@ NumericVar
 OM_uint32
 OP
 OSAPerGroupState
+OrClauseGroupEntry
+OrClauseGroupKey
 OSAPerQueryState
 OSInfo
 OSSLCipher
-- 
2.43.0



^ permalink  raw  reply  [nested|flat] 48+ messages in thread

* Re: POC, WIP: OR-clause support for indexes
@ 2023-12-05 10:55  Andrei Lepikhov <[email protected]>
  parent: Andrei Lepikhov <[email protected]>
  0 siblings, 2 replies; 48+ messages in thread

From: Andrei Lepikhov @ 2023-12-05 10:55 UTC (permalink / raw)
  To: Alena Rybakina <[email protected]>; Robert Haas <[email protected]>; pgsql-hackers; Alexander Korotkov <[email protected]>; +Cc: Peter Geoghegan <[email protected]>; Finnerty, Jim <[email protected]>; Marcos Pegoraro <[email protected]>; [email protected]; Ranier Vilela <[email protected]>; Tomas Vondra <[email protected]>; Peter Eisentraut <[email protected]>

Here is fresh version with the pg_dump.pl regex fixed. Now it must pass 
buildfarm.

Under development:
1. Explanation of the general idea in comments (Robert's note)
2. Issue with hiding some optimizations (Alexander's note and example 
with overlapping clauses on two partial indexes)

-- 
regards,
Andrei Lepikhov
Postgres Professional

From 71746caae3eb0c771792b563fd53244fc1ac575b Mon Sep 17 00:00:00 2001
From: "Andrey V. Lepikhov" <[email protected]>
Date: Thu, 23 Nov 2023 16:00:13 +0700
Subject: [PATCH] Transform OR clause to ANY expressions.

Replace (expr op C1) OR (expr op C2) ... with expr op ANY(C1, C2, ...) on the
preliminary stage of optimization when we are still working with the tree
expression.
Here C<X> is a constant expression, 'expr' is non-constant expression, 'op' is
an operator which returns boolean result and has a commuter (for the case of
reverse order of constant and non-constant parts of the expression,
like 'CX op expr').
Sometimes it can lead to not optimal plan. But we think it is better to have
array of elements instead of a lot of OR clauses. Here is a room for further
optimizations on decomposing that array into more optimal parts.
---
 .../postgres_fdw/expected/postgres_fdw.out    |  16 +-
 src/backend/nodes/queryjumblefuncs.c          |  30 ++
 src/backend/parser/parse_expr.c               | 310 +++++++++++++++++-
 src/backend/utils/misc/guc_tables.c           |  11 +
 src/backend/utils/misc/postgresql.conf.sample |   1 +
 src/bin/pg_dump/t/002_pg_dump.pl              |   6 +-
 src/include/nodes/queryjumble.h               |   1 +
 src/include/parser/parse_expr.h               |   1 +
 src/test/regress/expected/create_index.out    | 156 ++++++++-
 src/test/regress/expected/inherit.out         |   2 +-
 src/test/regress/expected/join.out            |  62 +++-
 src/test/regress/expected/partition_prune.out | 219 +++++++++++--
 src/test/regress/expected/rules.out           |   4 +-
 src/test/regress/expected/stats_ext.out       |  12 +-
 src/test/regress/expected/sysviews.out        |   3 +-
 src/test/regress/expected/tidscan.out         |  23 +-
 src/test/regress/sql/create_index.sql         |  35 ++
 src/test/regress/sql/join.sql                 |  10 +
 src/test/regress/sql/partition_prune.sql      |  22 ++
 src/test/regress/sql/tidscan.sql              |   6 +
 src/tools/pgindent/typedefs.list              |   2 +
 21 files changed, 862 insertions(+), 70 deletions(-)

diff --git a/contrib/postgres_fdw/expected/postgres_fdw.out b/contrib/postgres_fdw/expected/postgres_fdw.out
index 0a5bdf8bcc..ff69b2cd3b 100644
--- a/contrib/postgres_fdw/expected/postgres_fdw.out
+++ b/contrib/postgres_fdw/expected/postgres_fdw.out
@@ -1349,7 +1349,7 @@ SELECT t1.c1, t1.c2, t2.c1, t2.c2 FROM ft4 t1 LEFT JOIN (SELECT * FROM ft5 WHERE
  Foreign Scan
    Output: t1.c1, t1.c2, ft5.c1, ft5.c2
    Relations: (public.ft4 t1) LEFT JOIN (public.ft5)
-   Remote SQL: SELECT r1.c1, r1.c2, r4.c1, r4.c2 FROM ("S 1"."T 3" r1 LEFT JOIN "S 1"."T 4" r4 ON (((r1.c1 = r4.c1)) AND ((r4.c1 < 10)))) WHERE (((r4.c1 < 10) OR (r4.c1 IS NULL))) AND ((r1.c1 < 10))
+   Remote SQL: SELECT r1.c1, r1.c2, r4.c1, r4.c2 FROM ("S 1"."T 3" r1 LEFT JOIN "S 1"."T 4" r4 ON (((r1.c1 = r4.c1)) AND ((r4.c1 < 10)))) WHERE (((r4.c1 IS NULL) OR (r4.c1 < 10))) AND ((r1.c1 < 10))
 (4 rows)
 
 SELECT t1.c1, t1.c2, t2.c1, t2.c2 FROM ft4 t1 LEFT JOIN (SELECT * FROM ft5 WHERE c1 < 10) t2 ON (t1.c1 = t2.c1)
@@ -3112,7 +3112,7 @@ select array_agg(distinct (t1.c1)%5) from ft4 t1 full join ft5 t2 on (t1.c1 = t2
  Foreign Scan
    Output: (array_agg(DISTINCT (t1.c1 % 5))), ((t2.c1 % 3))
    Relations: Aggregate on ((public.ft4 t1) FULL JOIN (public.ft5 t2))
-   Remote SQL: SELECT array_agg(DISTINCT (r1.c1 % 5)), (r2.c1 % 3) FROM ("S 1"."T 3" r1 FULL JOIN "S 1"."T 4" r2 ON (((r1.c1 = r2.c1)))) WHERE (((r1.c1 < 20) OR ((r1.c1 IS NULL) AND (r2.c1 < 5)))) GROUP BY 2 ORDER BY array_agg(DISTINCT (r1.c1 % 5)) ASC NULLS LAST
+   Remote SQL: SELECT array_agg(DISTINCT (r1.c1 % 5)), (r2.c1 % 3) FROM ("S 1"."T 3" r1 FULL JOIN "S 1"."T 4" r2 ON (((r1.c1 = r2.c1)))) WHERE ((((r1.c1 IS NULL) AND (r2.c1 < 5)) OR (r1.c1 < 20))) GROUP BY 2 ORDER BY array_agg(DISTINCT (r1.c1 % 5)) ASC NULLS LAST
 (4 rows)
 
 select array_agg(distinct (t1.c1)%5) from ft4 t1 full join ft5 t2 on (t1.c1 = t2.c1) where t1.c1 < 20 or (t1.c1 is null and t2.c1 < 5) group by (t2.c1)%3 order by 1;
@@ -3130,7 +3130,7 @@ select array_agg(distinct (t1.c1)%5 order by (t1.c1)%5) from ft4 t1 full join ft
  Foreign Scan
    Output: (array_agg(DISTINCT (t1.c1 % 5) ORDER BY (t1.c1 % 5))), ((t2.c1 % 3))
    Relations: Aggregate on ((public.ft4 t1) FULL JOIN (public.ft5 t2))
-   Remote SQL: SELECT array_agg(DISTINCT (r1.c1 % 5) ORDER BY ((r1.c1 % 5)) ASC NULLS LAST), (r2.c1 % 3) FROM ("S 1"."T 3" r1 FULL JOIN "S 1"."T 4" r2 ON (((r1.c1 = r2.c1)))) WHERE (((r1.c1 < 20) OR ((r1.c1 IS NULL) AND (r2.c1 < 5)))) GROUP BY 2 ORDER BY array_agg(DISTINCT (r1.c1 % 5) ORDER BY ((r1.c1 % 5)) ASC NULLS LAST) ASC NULLS LAST
+   Remote SQL: SELECT array_agg(DISTINCT (r1.c1 % 5) ORDER BY ((r1.c1 % 5)) ASC NULLS LAST), (r2.c1 % 3) FROM ("S 1"."T 3" r1 FULL JOIN "S 1"."T 4" r2 ON (((r1.c1 = r2.c1)))) WHERE ((((r1.c1 IS NULL) AND (r2.c1 < 5)) OR (r1.c1 < 20))) GROUP BY 2 ORDER BY array_agg(DISTINCT (r1.c1 % 5) ORDER BY ((r1.c1 % 5)) ASC NULLS LAST) ASC NULLS LAST
 (4 rows)
 
 select array_agg(distinct (t1.c1)%5 order by (t1.c1)%5) from ft4 t1 full join ft5 t2 on (t1.c1 = t2.c1) where t1.c1 < 20 or (t1.c1 is null and t2.c1 < 5) group by (t2.c1)%3 order by 1;
@@ -3147,7 +3147,7 @@ select array_agg(distinct (t1.c1)%5 order by (t1.c1)%5 desc nulls last) from ft4
  Foreign Scan
    Output: (array_agg(DISTINCT (t1.c1 % 5) ORDER BY (t1.c1 % 5) DESC NULLS LAST)), ((t2.c1 % 3))
    Relations: Aggregate on ((public.ft4 t1) FULL JOIN (public.ft5 t2))
-   Remote SQL: SELECT array_agg(DISTINCT (r1.c1 % 5) ORDER BY ((r1.c1 % 5)) DESC NULLS LAST), (r2.c1 % 3) FROM ("S 1"."T 3" r1 FULL JOIN "S 1"."T 4" r2 ON (((r1.c1 = r2.c1)))) WHERE (((r1.c1 < 20) OR ((r1.c1 IS NULL) AND (r2.c1 < 5)))) GROUP BY 2 ORDER BY array_agg(DISTINCT (r1.c1 % 5) ORDER BY ((r1.c1 % 5)) DESC NULLS LAST) ASC NULLS LAST
+   Remote SQL: SELECT array_agg(DISTINCT (r1.c1 % 5) ORDER BY ((r1.c1 % 5)) DESC NULLS LAST), (r2.c1 % 3) FROM ("S 1"."T 3" r1 FULL JOIN "S 1"."T 4" r2 ON (((r1.c1 = r2.c1)))) WHERE ((((r1.c1 IS NULL) AND (r2.c1 < 5)) OR (r1.c1 < 20))) GROUP BY 2 ORDER BY array_agg(DISTINCT (r1.c1 % 5) ORDER BY ((r1.c1 % 5)) DESC NULLS LAST) ASC NULLS LAST
 (4 rows)
 
 select array_agg(distinct (t1.c1)%5 order by (t1.c1)%5 desc nulls last) from ft4 t1 full join ft5 t2 on (t1.c1 = t2.c1) where t1.c1 < 20 or (t1.c1 is null and t2.c1 < 5) group by (t2.c1)%3 order by 1;
@@ -8537,18 +8537,18 @@ insert into utrtest values (2, 'qux');
 -- Check case where the foreign partition is a subplan target rel
 explain (verbose, costs off)
 update utrtest set a = 1 where a = 1 or a = 2 returning *;
-                                             QUERY PLAN                                             
-----------------------------------------------------------------------------------------------------
+                                                  QUERY PLAN                                                  
+--------------------------------------------------------------------------------------------------------------
  Update on public.utrtest
    Output: utrtest_1.a, utrtest_1.b
    Foreign Update on public.remp utrtest_1
    Update on public.locp utrtest_2
    ->  Append
          ->  Foreign Update on public.remp utrtest_1
-               Remote SQL: UPDATE public.loct SET a = 1 WHERE (((a = 1) OR (a = 2))) RETURNING a, b
+               Remote SQL: UPDATE public.loct SET a = 1 WHERE ((a = ANY ('{1,2}'::integer[]))) RETURNING a, b
          ->  Seq Scan on public.locp utrtest_2
                Output: 1, utrtest_2.tableoid, utrtest_2.ctid, NULL::record
-               Filter: ((utrtest_2.a = 1) OR (utrtest_2.a = 2))
+               Filter: (utrtest_2.a = ANY ('{1,2}'::integer[]))
 (10 rows)
 
 -- The new values are concatenated with ' triggered !'
diff --git a/src/backend/nodes/queryjumblefuncs.c b/src/backend/nodes/queryjumblefuncs.c
index 281907a4d8..99207a8670 100644
--- a/src/backend/nodes/queryjumblefuncs.c
+++ b/src/backend/nodes/queryjumblefuncs.c
@@ -135,6 +135,36 @@ JumbleQuery(Query *query)
 	return jstate;
 }
 
+JumbleState *
+JumbleExpr(Expr *expr, uint64 *queryId)
+{
+	JumbleState *jstate = NULL;
+
+	Assert(queryId != NULL);
+
+	jstate = (JumbleState *) palloc(sizeof(JumbleState));
+
+	/* Set up workspace for query jumbling */
+	jstate->jumble = (unsigned char *) palloc(JUMBLE_SIZE);
+	jstate->jumble_len = 0;
+	jstate->clocations_buf_size = 32;
+	jstate->clocations = (LocationLen *)
+		palloc(jstate->clocations_buf_size * sizeof(LocationLen));
+	jstate->clocations_count = 0;
+	jstate->highest_extern_param_id = 0;
+
+	/* Compute query ID */
+	_jumbleNode(jstate, (Node *) expr);
+	*queryId = DatumGetUInt64(hash_any_extended(jstate->jumble,
+												jstate->jumble_len,
+												0));
+
+	if (*queryId == UINT64CONST(0))
+		*queryId = UINT64CONST(1);
+
+	return jstate;
+}
+
 /*
  * Enables query identifier computation.
  *
diff --git a/src/backend/parser/parse_expr.c b/src/backend/parser/parse_expr.c
index 64c582c344..9f4d43572c 100644
--- a/src/backend/parser/parse_expr.c
+++ b/src/backend/parser/parse_expr.c
@@ -16,12 +16,14 @@
 #include "postgres.h"
 
 #include "catalog/pg_aggregate.h"
+#include "catalog/pg_operator.h"
 #include "catalog/pg_proc.h"
 #include "catalog/pg_type.h"
 #include "commands/dbcommands.h"
 #include "miscadmin.h"
 #include "nodes/makefuncs.h"
 #include "nodes/nodeFuncs.h"
+#include "nodes/queryjumble.h"
 #include "optimizer/optimizer.h"
 #include "parser/analyze.h"
 #include "parser/parse_agg.h"
@@ -38,11 +40,13 @@
 #include "utils/date.h"
 #include "utils/fmgroids.h"
 #include "utils/lsyscache.h"
+#include "utils/syscache.h"
 #include "utils/timestamp.h"
 #include "utils/xml.h"
 
 /* GUC parameters */
 bool		Transform_null_equals = false;
+bool		enable_or_transformation = true;
 
 
 static Node *transformExprRecurse(ParseState *pstate, Node *expr);
@@ -99,6 +103,310 @@ static Expr *make_distinct_op(ParseState *pstate, List *opname,
 static Node *make_nulltest_from_distinct(ParseState *pstate,
 										 A_Expr *distincta, Node *arg);
 
+typedef struct OrClauseGroupKey
+{
+	Expr   *expr; /* Pointer to the expression tree which has been a source for
+					the hashkey value */
+	Oid		opno;
+	Oid		exprtype;
+} OrClauseGroupKey;
+
+typedef struct OrClauseGroupEntry
+{
+	OrClauseGroupKey key;
+
+	Node		   *node;
+	List		   *consts;
+	Oid				scalar_type;
+	List 		   *exprs;
+} OrClauseGroupEntry;
+
+/*
+ * Hash function that's compatible with guc_name_compare
+ */
+static uint32
+orclause_hash(const void *data, Size keysize)
+{
+	OrClauseGroupKey   *key = (OrClauseGroupKey *) data;
+	uint64				hash;
+
+	(void) JumbleExpr(key->expr, &hash);
+	hash += ((uint64) key->opno + (uint64) key->exprtype) % UINT64_MAX;
+	return hash;
+}
+
+static void *
+orclause_keycopy(void *dest, const void *src, Size keysize)
+{
+	OrClauseGroupKey *src_key = (OrClauseGroupKey *) src;
+	OrClauseGroupKey *dst_key = (OrClauseGroupKey *) dest;
+
+	Assert(sizeof(OrClauseGroupKey) == keysize);
+
+	dst_key->expr = src_key->expr;
+	dst_key->opno = src_key->opno;
+	dst_key->exprtype = src_key->exprtype;
+	return dst_key;
+}
+
+/*
+ * Dynahash match function to use in guc_hashtab
+ */
+static int
+orclause_match(const void *data1, const void *data2, Size keysize)
+{
+	OrClauseGroupKey   *key1 = (OrClauseGroupKey *) data1;
+	OrClauseGroupKey   *key2 = (OrClauseGroupKey *) data2;
+
+	Assert(sizeof(OrClauseGroupKey) == keysize);
+
+	if (key1->opno == key2->opno && key1->exprtype == key2->exprtype &&
+		equal(key1->expr, key2->expr))
+		return 0;
+
+	return 1;
+}
+
+static Node *
+transformBoolExprOr(ParseState *pstate, BoolExpr *expr)
+{
+	List				   *or_list = NIL;
+	List				   *entries = NIL;
+	ListCell			   *lc;
+	HASHCTL					info;
+	HTAB 				   *or_group_htab = NULL;
+	int 					len_ors = list_length(expr->args);
+	OrClauseGroupEntry	   *entry = NULL;
+
+	/* If this is not an 'OR' expression, skip the transformation */
+	if (!enable_or_transformation || expr->boolop != OR_EXPR || len_ors < 2)
+		return transformBoolExpr(pstate, (BoolExpr *) expr);
+
+	MemSet(&info, 0, sizeof(info));
+	info.keysize = sizeof(OrClauseGroupKey);
+	info.entrysize = sizeof(OrClauseGroupEntry);
+	info.hash = orclause_hash;
+	info.keycopy = orclause_keycopy;
+	info.match = orclause_match;
+	or_group_htab = hash_create("OR Groups",
+								len_ors,
+								&info,
+								HASH_ELEM | HASH_FUNCTION | HASH_COMPARE | HASH_KEYCOPY);
+
+	foreach(lc, expr->args)
+	{
+		Node				   *arg = lfirst(lc);
+		Node				   *orqual;
+		Node				   *const_expr;
+		Node				   *nconst_expr;
+		OrClauseGroupKey		hashkey;
+		bool					found;
+		Oid						opno;
+		Node				   *leftop, *rightop;
+
+		/* At first, transform the arg and evaluate constant expressions. */
+		orqual = transformExprRecurse(pstate, (Node *) arg);
+		orqual = coerce_to_boolean(pstate, orqual, "OR");
+
+		if (!IsA(orqual, OpExpr))
+		{
+			or_list = lappend(or_list, orqual);
+			continue;
+		}
+
+		opno = ((OpExpr *) orqual)->opno;
+		if (get_op_rettype(opno) != BOOLOID)
+		{
+			/* Only operator returning boolean suits OR -> ANY transformation */
+			or_list = lappend(or_list, orqual);
+			continue;
+		}
+
+		/*
+		 * Detect the constant side of the clause. Recall non-constant
+		 * expression can be made not only with Vars, but also with Params,
+		 * which is not bonded with any relation. Thus, we detect the const
+		 * side - if another side is constant too, the orqual couldn't be
+		 * an OpExpr.
+		 * Get pointers to constant and expression sides of the qual.
+		 */
+		leftop = get_leftop(orqual);
+		if (IsA(leftop, RelabelType))
+			leftop = (Node *) ((RelabelType *) leftop)->arg;
+		rightop = get_rightop(orqual);
+		if (IsA(rightop, RelabelType))
+			rightop = (Node *) ((RelabelType *) rightop)->arg;
+
+		if (IsA(leftop, Const))
+		{
+			opno = get_commutator(opno);
+
+			if (!OidIsValid(opno))
+			{
+				/* Commuter doesn't exist, we can't reverse the order */
+				or_list = lappend(or_list, orqual);
+				continue;
+			}
+
+			nconst_expr = get_rightop(orqual);
+			const_expr = get_leftop(orqual);
+		}
+		else if (IsA(rightop, Const))
+		{
+			const_expr = get_rightop(orqual);
+			nconst_expr = get_leftop(orqual);
+		}
+		else
+		{
+			or_list = lappend(or_list, orqual);
+			continue;
+		}
+
+		/*
+		* At this point we definitely have a transformable clause.
+		* Classify it and add into specific group of clauses, or create new
+		* group.
+		*/
+		hashkey.expr = (Expr *) nconst_expr;
+		hashkey.opno = opno;
+		hashkey.exprtype = exprType(nconst_expr);
+		entry = hash_search(or_group_htab, &hashkey, HASH_ENTER, &found);
+
+		if (unlikely(found))
+		{
+			entry->consts = lappend(entry->consts, const_expr);
+			entry->exprs = lappend(entry->exprs, orqual);
+		}
+		else
+		{
+			entry->node = nconst_expr;
+			entry->consts = list_make1(const_expr);
+			entry->exprs = list_make1(orqual);
+
+			/*
+			 * Add the entry to the list. It is needed exclusively to manage the
+			 * problem with the order of transformed clauses in explain.
+			 * Hash value can depend on the platform and version. Hence,
+			 * sequental scan of the hash table would prone to change the order
+			 * of clauses in lists and, as a result, break regression tests
+			 * accidentially.
+			 */
+			entries = lappend(entries, entry);
+		}
+	}
+
+	/* Let's convert each group of clauses to an IN operation. */
+
+	/*
+	 * Go through the list of groups and convert each, where number of
+	 * consts more than 1. trivial groups move to OR-list again
+	 */
+
+	foreach (lc, entries)
+	{
+		Oid				    scalar_type;
+		Oid					array_type;
+
+		entry = (OrClauseGroupEntry *) lfirst(lc);
+
+		Assert(list_length(entry->consts) > 0);
+		Assert(list_length(entry->exprs) == list_length(entry->consts));
+
+		if (list_length(entry->consts) == 1)
+		{
+			/*
+			 * Only one element in the class. Return origin expression into
+			 * the BoolExpr args list unchanged.
+			 */
+			list_free(entry->consts);
+			or_list = list_concat(or_list, entry->exprs);
+			continue;
+		}
+
+		/*
+		 * Do the transformation.
+		 */
+
+		scalar_type = entry->key.exprtype;
+		if (scalar_type != RECORDOID && OidIsValid(scalar_type))
+			array_type = get_array_type(scalar_type);
+		else
+			array_type = InvalidOid;
+
+		if (array_type != InvalidOid)
+		{
+			/*
+			 * OK: coerce all the right-hand non-Var inputs to the common
+			 * type and build an ArrayExpr for them.
+			 */
+			List			   *aexprs = NIL;
+			ArrayExpr		   *newa = NULL;
+			ScalarArrayOpExpr  *saopexpr = NULL;
+			HeapTuple			opertup;
+			Form_pg_operator	operform;
+			List			   *namelist = NIL;
+			ListCell		   *lc1;
+
+			foreach(lc1, entry->consts)
+			{
+				Node   *rexpr = (Node *) lfirst(lc1);
+
+				rexpr = coerce_to_common_type(pstate, rexpr,
+											  scalar_type,
+											  "IN");
+				aexprs = lappend(aexprs, rexpr);
+			}
+
+			newa = makeNode(ArrayExpr);
+			/* array_collid will be set by parse_collate.c */
+			newa->element_typeid = scalar_type;
+			newa->array_typeid = array_type;
+			newa->multidims = false;
+			newa->elements = aexprs;
+			newa->location = -1;
+
+			opertup = SearchSysCache1(OPEROID,
+									  ObjectIdGetDatum(entry->key.opno));
+			if (!HeapTupleIsValid(opertup))
+				elog(ERROR, "cache lookup failed for operator %u",
+					 entry->key.opno);
+
+			operform = (Form_pg_operator) GETSTRUCT(opertup);
+			if (!OperatorIsVisible(entry->key.opno))
+				namelist = lappend(namelist, makeString(get_namespace_name(operform->oprnamespace)));
+
+			namelist = lappend(namelist, makeString(pstrdup(NameStr(operform->oprname))));
+			ReleaseSysCache(opertup);
+
+			saopexpr =
+				(ScalarArrayOpExpr *)
+					make_scalar_array_op(pstate,
+										 namelist,
+										 true,
+										 entry->node,
+										 (Node *) newa,
+										 -1);
+
+			or_list = lappend(or_list, (void *) saopexpr);
+		}
+		else
+		{
+			/*
+			 * This part works on intarray test (OR there is made on
+			 * elements of a custom type)
+			 */
+			list_free(entry->consts);
+			or_list = list_concat(or_list, entry->exprs);
+		}
+	}
+	hash_destroy(or_group_htab);
+	list_free(entries);
+
+	/* One more trick: assemble correct clause */
+	return (Node *) ((list_length(or_list) > 1) ?
+					 makeBoolExpr(OR_EXPR, or_list, expr->location) :
+					 linitial(or_list));
+}
 
 /*
  * transformExpr -
@@ -212,7 +520,7 @@ transformExprRecurse(ParseState *pstate, Node *expr)
 			}
 
 		case T_BoolExpr:
-			result = transformBoolExpr(pstate, (BoolExpr *) expr);
+			result = transformBoolExprOr(pstate, (BoolExpr *) expr);
 			break;
 
 		case T_FuncCall:
diff --git a/src/backend/utils/misc/guc_tables.c b/src/backend/utils/misc/guc_tables.c
index 6474e35ec0..4baca65bfe 100644
--- a/src/backend/utils/misc/guc_tables.c
+++ b/src/backend/utils/misc/guc_tables.c
@@ -1048,6 +1048,17 @@ struct config_bool ConfigureNamesBool[] =
 		true,
 		NULL, NULL, NULL
 	},
+	{
+		{"enable_or_transformation", PGC_USERSET, QUERY_TUNING_OTHER,
+			gettext_noop("Transform a sequence of OR clauses to an IN expression."),
+			gettext_noop("The planner will replace clauses like 'x=c1 OR x=c2 .."
+						 "to the clause 'x IN (c1,c2,...)'"),
+			GUC_EXPLAIN
+		},
+		&enable_or_transformation,
+		true,
+		NULL, NULL, NULL
+	},
 	{
 		/*
 		 * Not for general use --- used by SET SESSION AUTHORIZATION and SET
diff --git a/src/backend/utils/misc/postgresql.conf.sample b/src/backend/utils/misc/postgresql.conf.sample
index cf9f283cfe..3d5b5fbc58 100644
--- a/src/backend/utils/misc/postgresql.conf.sample
+++ b/src/backend/utils/misc/postgresql.conf.sample
@@ -374,6 +374,7 @@
 # - Planner Method Configuration -
 
 #enable_async_append = on
+#enable_or_transformation = on
 #enable_bitmapscan = on
 #enable_gathermerge = on
 #enable_hashagg = on
diff --git a/src/bin/pg_dump/t/002_pg_dump.pl b/src/bin/pg_dump/t/002_pg_dump.pl
index eb3ec534b4..452617bbb5 100644
--- a/src/bin/pg_dump/t/002_pg_dump.pl
+++ b/src/bin/pg_dump/t/002_pg_dump.pl
@@ -2059,9 +2059,9 @@ my %tests = (
 		regexp => qr/^
 			\QCREATE DOMAIN dump_test.us_postal_code AS text COLLATE pg_catalog."C" DEFAULT '10014'::text\E\n\s+
 			\QCONSTRAINT us_postal_code_check CHECK \E
-			\Q(((VALUE ~ '^\d{5}\E
-			\$\Q'::text) OR (VALUE ~ '^\d{5}-\d{4}\E\$
-			\Q'::text)));\E(.|\n)*
+			\Q((VALUE ~ ANY (ARRAY['^\d{5}\E
+			\$\Q'::text, '^\d{5}-\d{4}\E\$
+			\Q'::text])));\E(.|\n)*
 			\QCOMMENT ON CONSTRAINT us_postal_code_check ON DOMAIN dump_test.us_postal_code IS 'check it';\E
 			/xm,
 		like =>
diff --git a/src/include/nodes/queryjumble.h b/src/include/nodes/queryjumble.h
index 0769081c7a..4aaa31aa80 100644
--- a/src/include/nodes/queryjumble.h
+++ b/src/include/nodes/queryjumble.h
@@ -65,6 +65,7 @@ extern PGDLLIMPORT int compute_query_id;
 
 extern const char *CleanQuerytext(const char *query, int *location, int *len);
 extern JumbleState *JumbleQuery(Query *query);
+extern JumbleState *JumbleExpr(Expr *expr, uint64 *queryId);
 extern void EnableQueryId(void);
 
 extern PGDLLIMPORT bool query_id_enabled;
diff --git a/src/include/parser/parse_expr.h b/src/include/parser/parse_expr.h
index 7d38ca75f7..3a87de0285 100644
--- a/src/include/parser/parse_expr.h
+++ b/src/include/parser/parse_expr.h
@@ -17,6 +17,7 @@
 
 /* GUC parameters */
 extern PGDLLIMPORT bool Transform_null_equals;
+extern PGDLLIMPORT bool enable_or_transformation;
 
 extern Node *transformExpr(ParseState *pstate, Node *expr, ParseExprKind exprKind);
 
diff --git a/src/test/regress/expected/create_index.out b/src/test/regress/expected/create_index.out
index acfd9d1f4f..daf497d3e3 100644
--- a/src/test/regress/expected/create_index.out
+++ b/src/test/regress/expected/create_index.out
@@ -1838,18 +1838,50 @@ DROP TABLE onek_with_null;
 EXPLAIN (COSTS OFF)
 SELECT * FROM tenk1
   WHERE thousand = 42 AND (tenthous = 1 OR tenthous = 3 OR tenthous = 42);
-                                                               QUERY PLAN                                                                
------------------------------------------------------------------------------------------------------------------------------------------
- Bitmap Heap Scan on tenk1
-   Recheck Cond: (((thousand = 42) AND (tenthous = 1)) OR ((thousand = 42) AND (tenthous = 3)) OR ((thousand = 42) AND (tenthous = 42)))
-   ->  BitmapOr
-         ->  Bitmap Index Scan on tenk1_thous_tenthous
-               Index Cond: ((thousand = 42) AND (tenthous = 1))
-         ->  Bitmap Index Scan on tenk1_thous_tenthous
-               Index Cond: ((thousand = 42) AND (tenthous = 3))
-         ->  Bitmap Index Scan on tenk1_thous_tenthous
-               Index Cond: ((thousand = 42) AND (tenthous = 42))
-(9 rows)
+                                  QUERY PLAN                                  
+------------------------------------------------------------------------------
+ Index Scan using tenk1_thous_tenthous on tenk1
+   Index Cond: ((thousand = 42) AND (tenthous = ANY ('{1,3,42}'::integer[])))
+(2 rows)
+
+SELECT * FROM tenk1
+  WHERE thousand = 42 AND (tenthous = 1 OR tenthous = 3 OR tenthous = 42);
+ unique1 | unique2 | two | four | ten | twenty | hundred | thousand | twothousand | fivethous | tenthous | odd | even | stringu1 | stringu2 | string4 
+---------+---------+-----+------+-----+--------+---------+----------+-------------+-----------+----------+-----+------+----------+----------+---------
+      42 |    5530 |   0 |    2 |   2 |      2 |      42 |       42 |          42 |        42 |       42 |  84 |   85 | QBAAAA   | SEIAAA   | OOOOxx
+(1 row)
+
+EXPLAIN (COSTS OFF)
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand = 42 OR thousand = 99);
+                                     QUERY PLAN                                     
+------------------------------------------------------------------------------------
+ Aggregate
+   ->  Bitmap Heap Scan on tenk1
+         Recheck Cond: ((hundred = 42) AND (thousand = ANY ('{42,99}'::integer[])))
+         ->  BitmapAnd
+               ->  Bitmap Index Scan on tenk1_hundred
+                     Index Cond: (hundred = 42)
+               ->  Bitmap Index Scan on tenk1_thous_tenthous
+                     Index Cond: (thousand = ANY ('{42,99}'::integer[]))
+(8 rows)
+
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand = 42 OR thousand = 99);
+ count 
+-------
+    10
+(1 row)
+
+SET enable_or_transformation = on;
+EXPLAIN (COSTS OFF)
+SELECT * FROM tenk1
+  WHERE thousand = 42 AND (tenthous = 1 OR tenthous = 3 OR tenthous = 42);
+                                  QUERY PLAN                                  
+------------------------------------------------------------------------------
+ Index Scan using tenk1_thous_tenthous on tenk1
+   Index Cond: ((thousand = 42) AND (tenthous = ANY ('{1,3,42}'::integer[])))
+(2 rows)
 
 SELECT * FROM tenk1
   WHERE thousand = 42 AND (tenthous = 1 OR tenthous = 3 OR tenthous = 42);
@@ -1861,28 +1893,116 @@ SELECT * FROM tenk1
 EXPLAIN (COSTS OFF)
 SELECT count(*) FROM tenk1
   WHERE hundred = 42 AND (thousand = 42 OR thousand = 99);
-                                   QUERY PLAN                                    
----------------------------------------------------------------------------------
+                                     QUERY PLAN                                     
+------------------------------------------------------------------------------------
+ Aggregate
+   ->  Bitmap Heap Scan on tenk1
+         Recheck Cond: ((hundred = 42) AND (thousand = ANY ('{42,99}'::integer[])))
+         ->  BitmapAnd
+               ->  Bitmap Index Scan on tenk1_hundred
+                     Index Cond: (hundred = 42)
+               ->  Bitmap Index Scan on tenk1_thous_tenthous
+                     Index Cond: (thousand = ANY ('{42,99}'::integer[]))
+(8 rows)
+
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand = 42 OR thousand = 99);
+ count 
+-------
+    10
+(1 row)
+
+EXPLAIN (COSTS OFF)
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand < 42 OR thousand < 99 OR 43 > thousand OR 42 > thousand);
+                                        QUERY PLAN                                        
+------------------------------------------------------------------------------------------
+ Aggregate
+   ->  Bitmap Heap Scan on tenk1
+         Recheck Cond: ((hundred = 42) AND (thousand < ANY ('{42,99,43,42}'::integer[])))
+         ->  BitmapAnd
+               ->  Bitmap Index Scan on tenk1_hundred
+                     Index Cond: (hundred = 42)
+               ->  Bitmap Index Scan on tenk1_thous_tenthous
+                     Index Cond: (thousand < ANY ('{42,99,43,42}'::integer[]))
+(8 rows)
+
+EXPLAIN (COSTS OFF)
+SELECT count(*) FROM tenk1
+  WHERE thousand = 42 AND (tenthous = 1 OR tenthous = 3) OR thousand = 41;
+                                               QUERY PLAN                                               
+--------------------------------------------------------------------------------------------------------
+ Aggregate
+   ->  Bitmap Heap Scan on tenk1
+         Recheck Cond: (((thousand = 42) AND (tenthous = ANY ('{1,3}'::integer[]))) OR (thousand = 41))
+         ->  BitmapOr
+               ->  Bitmap Index Scan on tenk1_thous_tenthous
+                     Index Cond: ((thousand = 42) AND (tenthous = ANY ('{1,3}'::integer[])))
+               ->  Bitmap Index Scan on tenk1_thous_tenthous
+                     Index Cond: (thousand = 41)
+(8 rows)
+
+SELECT count(*) FROM tenk1
+  WHERE thousand = 42 AND (tenthous = 1 OR tenthous = 3) OR thousand = 41;
+ count 
+-------
+    10
+(1 row)
+
+EXPLAIN (COSTS OFF)
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand = 42 OR thousand = 99 OR tenthous < 2) OR thousand = 41;
+                                                         QUERY PLAN                                                          
+-----------------------------------------------------------------------------------------------------------------------------
+ Aggregate
+   ->  Bitmap Heap Scan on tenk1
+         Recheck Cond: (((hundred = 42) AND ((thousand = ANY ('{42,99}'::integer[])) OR (tenthous < 2))) OR (thousand = 41))
+         ->  BitmapOr
+               ->  BitmapAnd
+                     ->  Bitmap Index Scan on tenk1_hundred
+                           Index Cond: (hundred = 42)
+                     ->  BitmapOr
+                           ->  Bitmap Index Scan on tenk1_thous_tenthous
+                                 Index Cond: (thousand = ANY ('{42,99}'::integer[]))
+                           ->  Bitmap Index Scan on tenk1_thous_tenthous
+                                 Index Cond: (tenthous < 2)
+               ->  Bitmap Index Scan on tenk1_thous_tenthous
+                     Index Cond: (thousand = 41)
+(14 rows)
+
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand = 42 OR thousand = 99 OR tenthous < 2) OR thousand = 41;
+ count 
+-------
+    20
+(1 row)
+
+EXPLAIN (COSTS OFF)
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand = 42 OR thousand = 41 OR thousand = 99 AND tenthous = 2);
+                                                          QUERY PLAN                                                          
+------------------------------------------------------------------------------------------------------------------------------
  Aggregate
    ->  Bitmap Heap Scan on tenk1
-         Recheck Cond: ((hundred = 42) AND ((thousand = 42) OR (thousand = 99)))
+         Recheck Cond: ((hundred = 42) AND (((thousand = 99) AND (tenthous = 2)) OR (thousand = ANY ('{42,41}'::integer[]))))
          ->  BitmapAnd
                ->  Bitmap Index Scan on tenk1_hundred
                      Index Cond: (hundred = 42)
                ->  BitmapOr
                      ->  Bitmap Index Scan on tenk1_thous_tenthous
-                           Index Cond: (thousand = 42)
+                           Index Cond: ((thousand = 99) AND (tenthous = 2))
                      ->  Bitmap Index Scan on tenk1_thous_tenthous
-                           Index Cond: (thousand = 99)
+                           Index Cond: (thousand = ANY ('{42,41}'::integer[]))
 (11 rows)
 
 SELECT count(*) FROM tenk1
-  WHERE hundred = 42 AND (thousand = 42 OR thousand = 99);
+  WHERE hundred = 42 AND (thousand = 42 OR thousand = 41 OR thousand = 99 AND tenthous = 2);
  count 
 -------
     10
 (1 row)
 
+RESET enable_or_transformation;
 --
 -- Check behavior with duplicate index column contents
 --
diff --git a/src/test/regress/expected/inherit.out b/src/test/regress/expected/inherit.out
index 0f1aa831f6..1781250122 100644
--- a/src/test/regress/expected/inherit.out
+++ b/src/test/regress/expected/inherit.out
@@ -2560,7 +2560,7 @@ explain (costs off) select * from list_parted where a = 'ab' or a in (null, 'cd'
                                    QUERY PLAN                                    
 ---------------------------------------------------------------------------------
  Seq Scan on part_ab_cd list_parted
-   Filter: (((a)::text = 'ab'::text) OR ((a)::text = ANY ('{NULL,cd}'::text[])))
+   Filter: (((a)::text = ANY ('{NULL,cd}'::text[])) OR ((a)::text = 'ab'::text))
 (2 rows)
 
 explain (costs off) select * from list_parted where a = 'ab';
diff --git a/src/test/regress/expected/join.out b/src/test/regress/expected/join.out
index 2c73270143..36dce0b84b 100644
--- a/src/test/regress/expected/join.out
+++ b/src/test/regress/expected/join.out
@@ -4210,10 +4210,10 @@ explain (costs off)
 select * from tenk1 a join tenk1 b on
   (a.unique1 = 1 and b.unique1 = 2) or
   ((a.unique2 = 3 or a.unique2 = 7) and b.hundred = 4);
-                                                      QUERY PLAN                                                      
-----------------------------------------------------------------------------------------------------------------------
+                                                       QUERY PLAN                                                       
+------------------------------------------------------------------------------------------------------------------------
  Nested Loop
-   Join Filter: (((a.unique1 = 1) AND (b.unique1 = 2)) OR (((a.unique2 = 3) OR (a.unique2 = 7)) AND (b.hundred = 4)))
+   Join Filter: (((a.unique1 = 1) AND (b.unique1 = 2)) OR ((a.unique2 = ANY ('{3,7}'::integer[])) AND (b.hundred = 4)))
    ->  Bitmap Heap Scan on tenk1 b
          Recheck Cond: ((unique1 = 2) OR (hundred = 4))
          ->  BitmapOr
@@ -4223,16 +4223,64 @@ select * from tenk1 a join tenk1 b on
                      Index Cond: (hundred = 4)
    ->  Materialize
          ->  Bitmap Heap Scan on tenk1 a
-               Recheck Cond: ((unique1 = 1) OR (unique2 = 3) OR (unique2 = 7))
+               Recheck Cond: ((unique1 = 1) OR (unique2 = ANY ('{3,7}'::integer[])))
                ->  BitmapOr
                      ->  Bitmap Index Scan on tenk1_unique1
                            Index Cond: (unique1 = 1)
                      ->  Bitmap Index Scan on tenk1_unique2
-                           Index Cond: (unique2 = 3)
+                           Index Cond: (unique2 = ANY ('{3,7}'::integer[]))
+(17 rows)
+
+SET enable_or_transformation = on;
+explain (costs off)
+select * from tenk1 a join tenk1 b on
+  (a.unique1 = 1 and b.unique1 = 2) or
+  ((a.unique2 = 3 or a.unique2 = 7) and b.hundred = 4);
+                                                       QUERY PLAN                                                       
+------------------------------------------------------------------------------------------------------------------------
+ Nested Loop
+   Join Filter: (((a.unique1 = 1) AND (b.unique1 = 2)) OR ((a.unique2 = ANY ('{3,7}'::integer[])) AND (b.hundred = 4)))
+   ->  Bitmap Heap Scan on tenk1 b
+         Recheck Cond: ((unique1 = 2) OR (hundred = 4))
+         ->  BitmapOr
+               ->  Bitmap Index Scan on tenk1_unique1
+                     Index Cond: (unique1 = 2)
+               ->  Bitmap Index Scan on tenk1_hundred
+                     Index Cond: (hundred = 4)
+   ->  Materialize
+         ->  Bitmap Heap Scan on tenk1 a
+               Recheck Cond: ((unique1 = 1) OR (unique2 = ANY ('{3,7}'::integer[])))
+               ->  BitmapOr
+                     ->  Bitmap Index Scan on tenk1_unique1
+                           Index Cond: (unique1 = 1)
                      ->  Bitmap Index Scan on tenk1_unique2
-                           Index Cond: (unique2 = 7)
-(19 rows)
+                           Index Cond: (unique2 = ANY ('{3,7}'::integer[]))
+(17 rows)
+
+explain (costs off)
+select * from tenk1 a join tenk1 b on
+  (a.unique1 < 20 or a.unique1 = 3 or a.unique1 = 1 and b.unique1 = 2) or
+  ((a.unique2 = 3 or a.unique2 = 7) and b.hundred = 4);
+                                                                          QUERY PLAN                                                                           
+---------------------------------------------------------------------------------------------------------------------------------------------------------------
+ Nested Loop
+   Join Filter: (((a.unique1 = 1) AND (b.unique1 = 2)) OR ((a.unique2 = ANY ('{3,7}'::integer[])) AND (b.hundred = 4)) OR (a.unique1 < 20) OR (a.unique1 = 3))
+   ->  Seq Scan on tenk1 b
+   ->  Materialize
+         ->  Bitmap Heap Scan on tenk1 a
+               Recheck Cond: ((unique1 = 1) OR (unique2 = ANY ('{3,7}'::integer[])) OR (unique1 < 20) OR (unique1 = 3))
+               ->  BitmapOr
+                     ->  Bitmap Index Scan on tenk1_unique1
+                           Index Cond: (unique1 = 1)
+                     ->  Bitmap Index Scan on tenk1_unique2
+                           Index Cond: (unique2 = ANY ('{3,7}'::integer[]))
+                     ->  Bitmap Index Scan on tenk1_unique1
+                           Index Cond: (unique1 < 20)
+                     ->  Bitmap Index Scan on tenk1_unique1
+                           Index Cond: (unique1 = 3)
+(15 rows)
 
+RESET enable_or_transformation;
 --
 -- test placement of movable quals in a parameterized join tree
 --
diff --git a/src/test/regress/expected/partition_prune.out b/src/test/regress/expected/partition_prune.out
index 9a4c48c055..3423af4768 100644
--- a/src/test/regress/expected/partition_prune.out
+++ b/src/test/regress/expected/partition_prune.out
@@ -82,25 +82,47 @@ explain (costs off) select * from lp where a is null;
 (2 rows)
 
 explain (costs off) select * from lp where a = 'a' or a = 'c';
-                        QUERY PLAN                        
-----------------------------------------------------------
+                  QUERY PLAN                   
+-----------------------------------------------
  Append
    ->  Seq Scan on lp_ad lp_1
-         Filter: ((a = 'a'::bpchar) OR (a = 'c'::bpchar))
+         Filter: (a = ANY ('{a,c}'::bpchar[]))
    ->  Seq Scan on lp_bc lp_2
-         Filter: ((a = 'a'::bpchar) OR (a = 'c'::bpchar))
+         Filter: (a = ANY ('{a,c}'::bpchar[]))
 (5 rows)
 
 explain (costs off) select * from lp where a is not null and (a = 'a' or a = 'c');
-                                   QUERY PLAN                                   
---------------------------------------------------------------------------------
+                             QUERY PLAN                              
+---------------------------------------------------------------------
  Append
    ->  Seq Scan on lp_ad lp_1
-         Filter: ((a IS NOT NULL) AND ((a = 'a'::bpchar) OR (a = 'c'::bpchar)))
+         Filter: ((a IS NOT NULL) AND (a = ANY ('{a,c}'::bpchar[])))
    ->  Seq Scan on lp_bc lp_2
-         Filter: ((a IS NOT NULL) AND ((a = 'a'::bpchar) OR (a = 'c'::bpchar)))
+         Filter: ((a IS NOT NULL) AND (a = ANY ('{a,c}'::bpchar[])))
 (5 rows)
 
+SET enable_or_transformation = on;
+explain (costs off) select * from lp where a = 'a' or a = 'c';
+                  QUERY PLAN                   
+-----------------------------------------------
+ Append
+   ->  Seq Scan on lp_ad lp_1
+         Filter: (a = ANY ('{a,c}'::bpchar[]))
+   ->  Seq Scan on lp_bc lp_2
+         Filter: (a = ANY ('{a,c}'::bpchar[]))
+(5 rows)
+
+explain (costs off) select * from lp where a is not null and (a = 'a' or a = 'c');
+                             QUERY PLAN                              
+---------------------------------------------------------------------
+ Append
+   ->  Seq Scan on lp_ad lp_1
+         Filter: ((a IS NOT NULL) AND (a = ANY ('{a,c}'::bpchar[])))
+   ->  Seq Scan on lp_bc lp_2
+         Filter: ((a IS NOT NULL) AND (a = ANY ('{a,c}'::bpchar[])))
+(5 rows)
+
+RESET enable_or_transformation;
 explain (costs off) select * from lp where a <> 'g';
              QUERY PLAN             
 ------------------------------------
@@ -515,10 +537,10 @@ explain (costs off) select * from rlp where a <= 31;
 (27 rows)
 
 explain (costs off) select * from rlp where a = 1 or a = 7;
-           QUERY PLAN           
---------------------------------
+                QUERY PLAN                
+------------------------------------------
  Seq Scan on rlp2 rlp
-   Filter: ((a = 1) OR (a = 7))
+   Filter: (a = ANY ('{1,7}'::integer[]))
 (2 rows)
 
 explain (costs off) select * from rlp where a = 1 or b = 'ab';
@@ -589,20 +611,20 @@ explain (costs off) select * from rlp where a < 1 or (a > 20 and a < 25);
 ------------------------------------------------------
  Append
    ->  Seq Scan on rlp1 rlp_1
-         Filter: ((a < 1) OR ((a > 20) AND (a < 25)))
+         Filter: (((a > 20) AND (a < 25)) OR (a < 1))
    ->  Seq Scan on rlp4_1 rlp_2
-         Filter: ((a < 1) OR ((a > 20) AND (a < 25)))
+         Filter: (((a > 20) AND (a < 25)) OR (a < 1))
 (5 rows)
 
 -- where clause contradicts sub-partition's constraint
 explain (costs off) select * from rlp where a = 20 or a = 40;
-               QUERY PLAN               
-----------------------------------------
+                    QUERY PLAN                    
+--------------------------------------------------
  Append
    ->  Seq Scan on rlp4_1 rlp_1
-         Filter: ((a = 20) OR (a = 40))
+         Filter: (a = ANY ('{20,40}'::integer[]))
    ->  Seq Scan on rlp5_default rlp_2
-         Filter: ((a = 20) OR (a = 40))
+         Filter: (a = ANY ('{20,40}'::integer[]))
 (5 rows)
 
 explain (costs off) select * from rlp3 where a = 20;   /* empty */
@@ -671,6 +693,163 @@ explain (costs off) select * from rlp where (a = 1 and a = 3) or (a > 1 and a =
          Filter: (((a = 1) AND (a = 3)) OR ((a > 1) AND (a = 15)))
 (11 rows)
 
+SET enable_or_transformation = on;
+explain (costs off) select * from rlp where a = 1 or a = 7;
+                QUERY PLAN                
+------------------------------------------
+ Seq Scan on rlp2 rlp
+   Filter: (a = ANY ('{1,7}'::integer[]))
+(2 rows)
+
+explain (costs off) select * from rlp where a = 1 or b = 'ab';
+                      QUERY PLAN                       
+-------------------------------------------------------
+ Append
+   ->  Seq Scan on rlp1 rlp_1
+         Filter: ((a = 1) OR ((b)::text = 'ab'::text))
+   ->  Seq Scan on rlp2 rlp_2
+         Filter: ((a = 1) OR ((b)::text = 'ab'::text))
+   ->  Seq Scan on rlp3abcd rlp_3
+         Filter: ((a = 1) OR ((b)::text = 'ab'::text))
+   ->  Seq Scan on rlp4_1 rlp_4
+         Filter: ((a = 1) OR ((b)::text = 'ab'::text))
+   ->  Seq Scan on rlp4_2 rlp_5
+         Filter: ((a = 1) OR ((b)::text = 'ab'::text))
+   ->  Seq Scan on rlp4_default rlp_6
+         Filter: ((a = 1) OR ((b)::text = 'ab'::text))
+   ->  Seq Scan on rlp5_1 rlp_7
+         Filter: ((a = 1) OR ((b)::text = 'ab'::text))
+   ->  Seq Scan on rlp5_default rlp_8
+         Filter: ((a = 1) OR ((b)::text = 'ab'::text))
+   ->  Seq Scan on rlp_default_10 rlp_9
+         Filter: ((a = 1) OR ((b)::text = 'ab'::text))
+   ->  Seq Scan on rlp_default_30 rlp_10
+         Filter: ((a = 1) OR ((b)::text = 'ab'::text))
+   ->  Seq Scan on rlp_default_null rlp_11
+         Filter: ((a = 1) OR ((b)::text = 'ab'::text))
+   ->  Seq Scan on rlp_default_default rlp_12
+         Filter: ((a = 1) OR ((b)::text = 'ab'::text))
+(25 rows)
+
+explain (costs off) select * from rlp where a > 20 and a < 27;
+               QUERY PLAN                
+-----------------------------------------
+ Append
+   ->  Seq Scan on rlp4_1 rlp_1
+         Filter: ((a > 20) AND (a < 27))
+   ->  Seq Scan on rlp4_2 rlp_2
+         Filter: ((a > 20) AND (a < 27))
+(5 rows)
+
+explain (costs off) select * from rlp where a = 29;
+          QUERY PLAN          
+------------------------------
+ Seq Scan on rlp4_default rlp
+   Filter: (a = 29)
+(2 rows)
+
+explain (costs off) select * from rlp where a >= 29;
+                 QUERY PLAN                  
+---------------------------------------------
+ Append
+   ->  Seq Scan on rlp4_default rlp_1
+         Filter: (a >= 29)
+   ->  Seq Scan on rlp5_1 rlp_2
+         Filter: (a >= 29)
+   ->  Seq Scan on rlp5_default rlp_3
+         Filter: (a >= 29)
+   ->  Seq Scan on rlp_default_30 rlp_4
+         Filter: (a >= 29)
+   ->  Seq Scan on rlp_default_default rlp_5
+         Filter: (a >= 29)
+(11 rows)
+
+explain (costs off) select * from rlp where a < 1 or (a > 20 and a < 25);
+                      QUERY PLAN                      
+------------------------------------------------------
+ Append
+   ->  Seq Scan on rlp1 rlp_1
+         Filter: (((a > 20) AND (a < 25)) OR (a < 1))
+   ->  Seq Scan on rlp4_1 rlp_2
+         Filter: (((a > 20) AND (a < 25)) OR (a < 1))
+(5 rows)
+
+explain (costs off) select * from rlp where a = 20 or a = 40;
+                    QUERY PLAN                    
+--------------------------------------------------
+ Append
+   ->  Seq Scan on rlp4_1 rlp_1
+         Filter: (a = ANY ('{20,40}'::integer[]))
+   ->  Seq Scan on rlp5_default rlp_2
+         Filter: (a = ANY ('{20,40}'::integer[]))
+(5 rows)
+
+explain (costs off) select * from rlp3 where a = 20;   /* empty */
+        QUERY PLAN        
+--------------------------
+ Result
+   One-Time Filter: false
+(2 rows)
+
+explain (costs off) select * from rlp where a > 1 and a = 10;	/* only default */
+            QUERY PLAN            
+----------------------------------
+ Seq Scan on rlp_default_10 rlp
+   Filter: ((a > 1) AND (a = 10))
+(2 rows)
+
+explain (costs off) select * from rlp where a > 1 and a >=15;	/* rlp3 onwards, including default */
+                  QUERY PLAN                  
+----------------------------------------------
+ Append
+   ->  Seq Scan on rlp3abcd rlp_1
+         Filter: ((a > 1) AND (a >= 15))
+   ->  Seq Scan on rlp3efgh rlp_2
+         Filter: ((a > 1) AND (a >= 15))
+   ->  Seq Scan on rlp3nullxy rlp_3
+         Filter: ((a > 1) AND (a >= 15))
+   ->  Seq Scan on rlp3_default rlp_4
+         Filter: ((a > 1) AND (a >= 15))
+   ->  Seq Scan on rlp4_1 rlp_5
+         Filter: ((a > 1) AND (a >= 15))
+   ->  Seq Scan on rlp4_2 rlp_6
+         Filter: ((a > 1) AND (a >= 15))
+   ->  Seq Scan on rlp4_default rlp_7
+         Filter: ((a > 1) AND (a >= 15))
+   ->  Seq Scan on rlp5_1 rlp_8
+         Filter: ((a > 1) AND (a >= 15))
+   ->  Seq Scan on rlp5_default rlp_9
+         Filter: ((a > 1) AND (a >= 15))
+   ->  Seq Scan on rlp_default_30 rlp_10
+         Filter: ((a > 1) AND (a >= 15))
+   ->  Seq Scan on rlp_default_default rlp_11
+         Filter: ((a > 1) AND (a >= 15))
+(23 rows)
+
+explain (costs off) select * from rlp where a = 1 and a = 3;	/* empty */
+        QUERY PLAN        
+--------------------------
+ Result
+   One-Time Filter: false
+(2 rows)
+
+explain (costs off) select * from rlp where (a = 1 and a = 3) or (a > 1 and a = 15);
+                            QUERY PLAN                             
+-------------------------------------------------------------------
+ Append
+   ->  Seq Scan on rlp2 rlp_1
+         Filter: (((a = 1) AND (a = 3)) OR ((a > 1) AND (a = 15)))
+   ->  Seq Scan on rlp3abcd rlp_2
+         Filter: (((a = 1) AND (a = 3)) OR ((a > 1) AND (a = 15)))
+   ->  Seq Scan on rlp3efgh rlp_3
+         Filter: (((a = 1) AND (a = 3)) OR ((a > 1) AND (a = 15)))
+   ->  Seq Scan on rlp3nullxy rlp_4
+         Filter: (((a = 1) AND (a = 3)) OR ((a > 1) AND (a = 15)))
+   ->  Seq Scan on rlp3_default rlp_5
+         Filter: (((a = 1) AND (a = 3)) OR ((a > 1) AND (a = 15)))
+(11 rows)
+
+RESET enable_or_transformation;
 -- multi-column keys
 create table mc3p (a int, b int, c int) partition by range (a, abs(b), c);
 create table mc3p_default partition of mc3p default;
@@ -1933,10 +2112,10 @@ explain (costs off) select * from hp where a = 1 and b = 'abcde';
 
 explain (costs off) select * from hp where a = 1 and b = 'abcde' and
   (c = 2 or c = 3);
-                              QUERY PLAN                              
-----------------------------------------------------------------------
+                                   QUERY PLAN                                   
+--------------------------------------------------------------------------------
  Seq Scan on hp2 hp
-   Filter: ((a = 1) AND (b = 'abcde'::text) AND ((c = 2) OR (c = 3)))
+   Filter: ((c = ANY ('{2,3}'::integer[])) AND (a = 1) AND (b = 'abcde'::text))
 (2 rows)
 
 drop table hp2;
diff --git a/src/test/regress/expected/rules.out b/src/test/regress/expected/rules.out
index 05070393b9..c927c21dd4 100644
--- a/src/test/regress/expected/rules.out
+++ b/src/test/regress/expected/rules.out
@@ -2495,7 +2495,7 @@ pg_stats| SELECT n.nspname AS schemaname,
      JOIN pg_class c ON ((c.oid = s.starelid)))
      JOIN pg_attribute a ON (((c.oid = a.attrelid) AND (a.attnum = s.staattnum))))
      LEFT JOIN pg_namespace n ON ((n.oid = c.relnamespace)))
-  WHERE ((NOT a.attisdropped) AND has_column_privilege(c.oid, a.attnum, 'select'::text) AND ((c.relrowsecurity = false) OR (NOT row_security_active(c.oid))));
+  WHERE ((NOT a.attisdropped) AND has_column_privilege(c.oid, a.attnum, 'select'::text) AND ((NOT row_security_active(c.oid)) OR (c.relrowsecurity = false)));
 pg_stats_ext| SELECT cn.nspname AS schemaname,
     c.relname AS tablename,
     sn.nspname AS statistics_schemaname,
@@ -2526,7 +2526,7 @@ pg_stats_ext| SELECT cn.nspname AS schemaname,
   WHERE ((NOT (EXISTS ( SELECT 1
            FROM (unnest(s.stxkeys) k(k)
              JOIN pg_attribute a ON (((a.attrelid = s.stxrelid) AND (a.attnum = k.k))))
-          WHERE (NOT has_column_privilege(c.oid, a.attnum, 'select'::text))))) AND ((c.relrowsecurity = false) OR (NOT row_security_active(c.oid))));
+          WHERE (NOT has_column_privilege(c.oid, a.attnum, 'select'::text))))) AND ((NOT row_security_active(c.oid)) OR (c.relrowsecurity = false)));
 pg_stats_ext_exprs| SELECT cn.nspname AS schemaname,
     c.relname AS tablename,
     sn.nspname AS statistics_schemaname,
diff --git a/src/test/regress/expected/stats_ext.out b/src/test/regress/expected/stats_ext.out
index a430153b22..659d712f75 100644
--- a/src/test/regress/expected/stats_ext.out
+++ b/src/test/regress/expected/stats_ext.out
@@ -1322,19 +1322,19 @@ SELECT * FROM check_estimated_rows('SELECT * FROM functional_dependencies WHERE
 SELECT * FROM check_estimated_rows('SELECT * FROM functional_dependencies WHERE (a = 1 OR a = 51) AND b = ''1''');
  estimated | actual 
 -----------+--------
-        99 |    100
+       100 |    100
 (1 row)
 
 SELECT * FROM check_estimated_rows('SELECT * FROM functional_dependencies WHERE (a = 1 OR a = 51) AND (b = ''1'' OR b = ''2'')');
  estimated | actual 
 -----------+--------
-        99 |    100
+       100 |    100
 (1 row)
 
 SELECT * FROM check_estimated_rows('SELECT * FROM functional_dependencies WHERE (a = 1 OR a = 2 OR a = 51 OR a = 52) AND (b = ''1'' OR b = ''2'')');
  estimated | actual 
 -----------+--------
-       197 |    200
+       200 |    200
 (1 row)
 
 -- OR clauses referencing different attributes are incompatible
@@ -1664,19 +1664,19 @@ SELECT * FROM check_estimated_rows('SELECT * FROM functional_dependencies WHERE
 SELECT * FROM check_estimated_rows('SELECT * FROM functional_dependencies WHERE ((a * 2) = 2 OR (a * 2) = 102) AND upper(b) = ''1''');
  estimated | actual 
 -----------+--------
-        99 |    100
+       100 |    100
 (1 row)
 
 SELECT * FROM check_estimated_rows('SELECT * FROM functional_dependencies WHERE ((a * 2) = 2 OR (a * 2) = 102) AND (upper(b) = ''1'' OR upper(b) = ''2'')');
  estimated | actual 
 -----------+--------
-        99 |    100
+       100 |    100
 (1 row)
 
 SELECT * FROM check_estimated_rows('SELECT * FROM functional_dependencies WHERE ((a * 2) = 2 OR (a * 2) = 4 OR (a * 2) = 102 OR (a * 2) = 104) AND (upper(b) = ''1'' OR upper(b) = ''2'')');
  estimated | actual 
 -----------+--------
-       197 |    200
+       200 |    200
 (1 row)
 
 -- OR clauses referencing different attributes
diff --git a/src/test/regress/expected/sysviews.out b/src/test/regress/expected/sysviews.out
index 271313ebf8..c6c6b9fb8d 100644
--- a/src/test/regress/expected/sysviews.out
+++ b/src/test/regress/expected/sysviews.out
@@ -123,6 +123,7 @@ select name, setting from pg_settings where name like 'enable%';
  enable_memoize                 | on
  enable_mergejoin               | on
  enable_nestloop                | on
+ enable_or_transformation       | on
  enable_parallel_append         | on
  enable_parallel_hash           | on
  enable_partition_pruning       | on
@@ -133,7 +134,7 @@ select name, setting from pg_settings where name like 'enable%';
  enable_seqscan                 | on
  enable_sort                    | on
  enable_tidscan                 | on
-(22 rows)
+(23 rows)
 
 -- There are always wait event descriptions for various types.
 select type, count(*) > 0 as ok FROM pg_wait_events
diff --git a/src/test/regress/expected/tidscan.out b/src/test/regress/expected/tidscan.out
index f133b5a4ac..2a079e996b 100644
--- a/src/test/regress/expected/tidscan.out
+++ b/src/test/regress/expected/tidscan.out
@@ -43,10 +43,26 @@ SELECT ctid, * FROM tidscan WHERE '(0,1)' = ctid;
 -- OR'd clauses
 EXPLAIN (COSTS OFF)
 SELECT ctid, * FROM tidscan WHERE ctid = '(0,2)' OR '(0,1)' = ctid;
-                          QUERY PLAN                          
---------------------------------------------------------------
+                      QUERY PLAN                       
+-------------------------------------------------------
+ Tid Scan on tidscan
+   TID Cond: (ctid = ANY ('{"(0,2)","(0,1)"}'::tid[]))
+(2 rows)
+
+SELECT ctid, * FROM tidscan WHERE ctid = '(0,2)' OR '(0,1)' = ctid;
+ ctid  | id 
+-------+----
+ (0,1) |  1
+ (0,2) |  2
+(2 rows)
+
+SET enable_or_transformation = on;
+EXPLAIN (COSTS OFF)
+SELECT ctid, * FROM tidscan WHERE ctid = '(0,2)' OR '(0,1)' = ctid;
+                      QUERY PLAN                       
+-------------------------------------------------------
  Tid Scan on tidscan
-   TID Cond: ((ctid = '(0,2)'::tid) OR ('(0,1)'::tid = ctid))
+   TID Cond: (ctid = ANY ('{"(0,2)","(0,1)"}'::tid[]))
 (2 rows)
 
 SELECT ctid, * FROM tidscan WHERE ctid = '(0,2)' OR '(0,1)' = ctid;
@@ -56,6 +72,7 @@ SELECT ctid, * FROM tidscan WHERE ctid = '(0,2)' OR '(0,1)' = ctid;
  (0,2) |  2
 (2 rows)
 
+RESET enable_or_transformation;
 -- ctid = ScalarArrayOp - implemented as tidscan
 EXPLAIN (COSTS OFF)
 SELECT ctid, * FROM tidscan WHERE ctid = ANY(ARRAY['(0,1)', '(0,2)']::tid[]);
diff --git a/src/test/regress/sql/create_index.sql b/src/test/regress/sql/create_index.sql
index d49ce9f300..56fde15bc1 100644
--- a/src/test/regress/sql/create_index.sql
+++ b/src/test/regress/sql/create_index.sql
@@ -737,6 +737,41 @@ SELECT count(*) FROM tenk1
 SELECT count(*) FROM tenk1
   WHERE hundred = 42 AND (thousand = 42 OR thousand = 99);
 
+SET enable_or_transformation = on;
+EXPLAIN (COSTS OFF)
+SELECT * FROM tenk1
+  WHERE thousand = 42 AND (tenthous = 1 OR tenthous = 3 OR tenthous = 42);
+SELECT * FROM tenk1
+  WHERE thousand = 42 AND (tenthous = 1 OR tenthous = 3 OR tenthous = 42);
+
+EXPLAIN (COSTS OFF)
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand = 42 OR thousand = 99);
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand = 42 OR thousand = 99);
+EXPLAIN (COSTS OFF)
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand < 42 OR thousand < 99 OR 43 > thousand OR 42 > thousand);
+
+EXPLAIN (COSTS OFF)
+SELECT count(*) FROM tenk1
+  WHERE thousand = 42 AND (tenthous = 1 OR tenthous = 3) OR thousand = 41;
+SELECT count(*) FROM tenk1
+  WHERE thousand = 42 AND (tenthous = 1 OR tenthous = 3) OR thousand = 41;
+
+EXPLAIN (COSTS OFF)
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand = 42 OR thousand = 99 OR tenthous < 2) OR thousand = 41;
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand = 42 OR thousand = 99 OR tenthous < 2) OR thousand = 41;
+
+EXPLAIN (COSTS OFF)
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand = 42 OR thousand = 41 OR thousand = 99 AND tenthous = 2);
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand = 42 OR thousand = 41 OR thousand = 99 AND tenthous = 2);
+RESET enable_or_transformation;
+
 --
 -- Check behavior with duplicate index column contents
 --
diff --git a/src/test/regress/sql/join.sql b/src/test/regress/sql/join.sql
index 8a8a63bd2f..55d7e2ae7d 100644
--- a/src/test/regress/sql/join.sql
+++ b/src/test/regress/sql/join.sql
@@ -1408,6 +1408,16 @@ explain (costs off)
 select * from tenk1 a join tenk1 b on
   (a.unique1 = 1 and b.unique1 = 2) or
   ((a.unique2 = 3 or a.unique2 = 7) and b.hundred = 4);
+SET enable_or_transformation = on;
+explain (costs off)
+select * from tenk1 a join tenk1 b on
+  (a.unique1 = 1 and b.unique1 = 2) or
+  ((a.unique2 = 3 or a.unique2 = 7) and b.hundred = 4);
+explain (costs off)
+select * from tenk1 a join tenk1 b on
+  (a.unique1 < 20 or a.unique1 = 3 or a.unique1 = 1 and b.unique1 = 2) or
+  ((a.unique2 = 3 or a.unique2 = 7) and b.hundred = 4);
+RESET enable_or_transformation;
 
 --
 -- test placement of movable quals in a parameterized join tree
diff --git a/src/test/regress/sql/partition_prune.sql b/src/test/regress/sql/partition_prune.sql
index 7bf3920827..1e270ae9c0 100644
--- a/src/test/regress/sql/partition_prune.sql
+++ b/src/test/regress/sql/partition_prune.sql
@@ -21,6 +21,12 @@ explain (costs off) select * from lp where a is not null;
 explain (costs off) select * from lp where a is null;
 explain (costs off) select * from lp where a = 'a' or a = 'c';
 explain (costs off) select * from lp where a is not null and (a = 'a' or a = 'c');
+
+SET enable_or_transformation = on;
+explain (costs off) select * from lp where a = 'a' or a = 'c';
+explain (costs off) select * from lp where a is not null and (a = 'a' or a = 'c');
+RESET enable_or_transformation;
+
 explain (costs off) select * from lp where a <> 'g';
 explain (costs off) select * from lp where a <> 'a' and a <> 'd';
 explain (costs off) select * from lp where a not in ('a', 'd');
@@ -99,6 +105,22 @@ explain (costs off) select * from rlp where a > 1 and a >=15;	/* rlp3 onwards, i
 explain (costs off) select * from rlp where a = 1 and a = 3;	/* empty */
 explain (costs off) select * from rlp where (a = 1 and a = 3) or (a > 1 and a = 15);
 
+
+SET enable_or_transformation = on;
+explain (costs off) select * from rlp where a = 1 or a = 7;
+explain (costs off) select * from rlp where a = 1 or b = 'ab';
+explain (costs off) select * from rlp where a > 20 and a < 27;
+explain (costs off) select * from rlp where a = 29;
+explain (costs off) select * from rlp where a >= 29;
+explain (costs off) select * from rlp where a < 1 or (a > 20 and a < 25);
+explain (costs off) select * from rlp where a = 20 or a = 40;
+explain (costs off) select * from rlp3 where a = 20;   /* empty */
+explain (costs off) select * from rlp where a > 1 and a = 10;	/* only default */
+explain (costs off) select * from rlp where a > 1 and a >=15;	/* rlp3 onwards, including default */
+explain (costs off) select * from rlp where a = 1 and a = 3;	/* empty */
+explain (costs off) select * from rlp where (a = 1 and a = 3) or (a > 1 and a = 15);
+RESET enable_or_transformation;
+
 -- multi-column keys
 create table mc3p (a int, b int, c int) partition by range (a, abs(b), c);
 create table mc3p_default partition of mc3p default;
diff --git a/src/test/regress/sql/tidscan.sql b/src/test/regress/sql/tidscan.sql
index 313e0fb9b6..0499bedb9e 100644
--- a/src/test/regress/sql/tidscan.sql
+++ b/src/test/regress/sql/tidscan.sql
@@ -22,6 +22,12 @@ EXPLAIN (COSTS OFF)
 SELECT ctid, * FROM tidscan WHERE ctid = '(0,2)' OR '(0,1)' = ctid;
 SELECT ctid, * FROM tidscan WHERE ctid = '(0,2)' OR '(0,1)' = ctid;
 
+SET enable_or_transformation = on;
+EXPLAIN (COSTS OFF)
+SELECT ctid, * FROM tidscan WHERE ctid = '(0,2)' OR '(0,1)' = ctid;
+SELECT ctid, * FROM tidscan WHERE ctid = '(0,2)' OR '(0,1)' = ctid;
+RESET enable_or_transformation;
+
 -- ctid = ScalarArrayOp - implemented as tidscan
 EXPLAIN (COSTS OFF)
 SELECT ctid, * FROM tidscan WHERE ctid = ANY(ARRAY['(0,1)', '(0,2)']::tid[]);
diff --git a/src/tools/pgindent/typedefs.list b/src/tools/pgindent/typedefs.list
index d659adbfd6..9591d0d084 100644
--- a/src/tools/pgindent/typedefs.list
+++ b/src/tools/pgindent/typedefs.list
@@ -1645,6 +1645,8 @@ NumericVar
 OM_uint32
 OP
 OSAPerGroupState
+OrClauseGroupEntry
+OrClauseGroupKey
 OSAPerQueryState
 OSInfo
 OSSLCipher
-- 
2.43.0



Attachments:

  [text/plain] v14-1-0001-Transform-OR-clause-to-ANY-expressions.patch (58.0K, ../../[email protected]/2-v14-1-0001-Transform-OR-clause-to-ANY-expressions.patch)
  download | inline diff:
From 71746caae3eb0c771792b563fd53244fc1ac575b Mon Sep 17 00:00:00 2001
From: "Andrey V. Lepikhov" <[email protected]>
Date: Thu, 23 Nov 2023 16:00:13 +0700
Subject: [PATCH] Transform OR clause to ANY expressions.

Replace (expr op C1) OR (expr op C2) ... with expr op ANY(C1, C2, ...) on the
preliminary stage of optimization when we are still working with the tree
expression.
Here C<X> is a constant expression, 'expr' is non-constant expression, 'op' is
an operator which returns boolean result and has a commuter (for the case of
reverse order of constant and non-constant parts of the expression,
like 'CX op expr').
Sometimes it can lead to not optimal plan. But we think it is better to have
array of elements instead of a lot of OR clauses. Here is a room for further
optimizations on decomposing that array into more optimal parts.
---
 .../postgres_fdw/expected/postgres_fdw.out    |  16 +-
 src/backend/nodes/queryjumblefuncs.c          |  30 ++
 src/backend/parser/parse_expr.c               | 310 +++++++++++++++++-
 src/backend/utils/misc/guc_tables.c           |  11 +
 src/backend/utils/misc/postgresql.conf.sample |   1 +
 src/bin/pg_dump/t/002_pg_dump.pl              |   6 +-
 src/include/nodes/queryjumble.h               |   1 +
 src/include/parser/parse_expr.h               |   1 +
 src/test/regress/expected/create_index.out    | 156 ++++++++-
 src/test/regress/expected/inherit.out         |   2 +-
 src/test/regress/expected/join.out            |  62 +++-
 src/test/regress/expected/partition_prune.out | 219 +++++++++++--
 src/test/regress/expected/rules.out           |   4 +-
 src/test/regress/expected/stats_ext.out       |  12 +-
 src/test/regress/expected/sysviews.out        |   3 +-
 src/test/regress/expected/tidscan.out         |  23 +-
 src/test/regress/sql/create_index.sql         |  35 ++
 src/test/regress/sql/join.sql                 |  10 +
 src/test/regress/sql/partition_prune.sql      |  22 ++
 src/test/regress/sql/tidscan.sql              |   6 +
 src/tools/pgindent/typedefs.list              |   2 +
 21 files changed, 862 insertions(+), 70 deletions(-)

diff --git a/contrib/postgres_fdw/expected/postgres_fdw.out b/contrib/postgres_fdw/expected/postgres_fdw.out
index 0a5bdf8bcc..ff69b2cd3b 100644
--- a/contrib/postgres_fdw/expected/postgres_fdw.out
+++ b/contrib/postgres_fdw/expected/postgres_fdw.out
@@ -1349,7 +1349,7 @@ SELECT t1.c1, t1.c2, t2.c1, t2.c2 FROM ft4 t1 LEFT JOIN (SELECT * FROM ft5 WHERE
  Foreign Scan
    Output: t1.c1, t1.c2, ft5.c1, ft5.c2
    Relations: (public.ft4 t1) LEFT JOIN (public.ft5)
-   Remote SQL: SELECT r1.c1, r1.c2, r4.c1, r4.c2 FROM ("S 1"."T 3" r1 LEFT JOIN "S 1"."T 4" r4 ON (((r1.c1 = r4.c1)) AND ((r4.c1 < 10)))) WHERE (((r4.c1 < 10) OR (r4.c1 IS NULL))) AND ((r1.c1 < 10))
+   Remote SQL: SELECT r1.c1, r1.c2, r4.c1, r4.c2 FROM ("S 1"."T 3" r1 LEFT JOIN "S 1"."T 4" r4 ON (((r1.c1 = r4.c1)) AND ((r4.c1 < 10)))) WHERE (((r4.c1 IS NULL) OR (r4.c1 < 10))) AND ((r1.c1 < 10))
 (4 rows)
 
 SELECT t1.c1, t1.c2, t2.c1, t2.c2 FROM ft4 t1 LEFT JOIN (SELECT * FROM ft5 WHERE c1 < 10) t2 ON (t1.c1 = t2.c1)
@@ -3112,7 +3112,7 @@ select array_agg(distinct (t1.c1)%5) from ft4 t1 full join ft5 t2 on (t1.c1 = t2
  Foreign Scan
    Output: (array_agg(DISTINCT (t1.c1 % 5))), ((t2.c1 % 3))
    Relations: Aggregate on ((public.ft4 t1) FULL JOIN (public.ft5 t2))
-   Remote SQL: SELECT array_agg(DISTINCT (r1.c1 % 5)), (r2.c1 % 3) FROM ("S 1"."T 3" r1 FULL JOIN "S 1"."T 4" r2 ON (((r1.c1 = r2.c1)))) WHERE (((r1.c1 < 20) OR ((r1.c1 IS NULL) AND (r2.c1 < 5)))) GROUP BY 2 ORDER BY array_agg(DISTINCT (r1.c1 % 5)) ASC NULLS LAST
+   Remote SQL: SELECT array_agg(DISTINCT (r1.c1 % 5)), (r2.c1 % 3) FROM ("S 1"."T 3" r1 FULL JOIN "S 1"."T 4" r2 ON (((r1.c1 = r2.c1)))) WHERE ((((r1.c1 IS NULL) AND (r2.c1 < 5)) OR (r1.c1 < 20))) GROUP BY 2 ORDER BY array_agg(DISTINCT (r1.c1 % 5)) ASC NULLS LAST
 (4 rows)
 
 select array_agg(distinct (t1.c1)%5) from ft4 t1 full join ft5 t2 on (t1.c1 = t2.c1) where t1.c1 < 20 or (t1.c1 is null and t2.c1 < 5) group by (t2.c1)%3 order by 1;
@@ -3130,7 +3130,7 @@ select array_agg(distinct (t1.c1)%5 order by (t1.c1)%5) from ft4 t1 full join ft
  Foreign Scan
    Output: (array_agg(DISTINCT (t1.c1 % 5) ORDER BY (t1.c1 % 5))), ((t2.c1 % 3))
    Relations: Aggregate on ((public.ft4 t1) FULL JOIN (public.ft5 t2))
-   Remote SQL: SELECT array_agg(DISTINCT (r1.c1 % 5) ORDER BY ((r1.c1 % 5)) ASC NULLS LAST), (r2.c1 % 3) FROM ("S 1"."T 3" r1 FULL JOIN "S 1"."T 4" r2 ON (((r1.c1 = r2.c1)))) WHERE (((r1.c1 < 20) OR ((r1.c1 IS NULL) AND (r2.c1 < 5)))) GROUP BY 2 ORDER BY array_agg(DISTINCT (r1.c1 % 5) ORDER BY ((r1.c1 % 5)) ASC NULLS LAST) ASC NULLS LAST
+   Remote SQL: SELECT array_agg(DISTINCT (r1.c1 % 5) ORDER BY ((r1.c1 % 5)) ASC NULLS LAST), (r2.c1 % 3) FROM ("S 1"."T 3" r1 FULL JOIN "S 1"."T 4" r2 ON (((r1.c1 = r2.c1)))) WHERE ((((r1.c1 IS NULL) AND (r2.c1 < 5)) OR (r1.c1 < 20))) GROUP BY 2 ORDER BY array_agg(DISTINCT (r1.c1 % 5) ORDER BY ((r1.c1 % 5)) ASC NULLS LAST) ASC NULLS LAST
 (4 rows)
 
 select array_agg(distinct (t1.c1)%5 order by (t1.c1)%5) from ft4 t1 full join ft5 t2 on (t1.c1 = t2.c1) where t1.c1 < 20 or (t1.c1 is null and t2.c1 < 5) group by (t2.c1)%3 order by 1;
@@ -3147,7 +3147,7 @@ select array_agg(distinct (t1.c1)%5 order by (t1.c1)%5 desc nulls last) from ft4
  Foreign Scan
    Output: (array_agg(DISTINCT (t1.c1 % 5) ORDER BY (t1.c1 % 5) DESC NULLS LAST)), ((t2.c1 % 3))
    Relations: Aggregate on ((public.ft4 t1) FULL JOIN (public.ft5 t2))
-   Remote SQL: SELECT array_agg(DISTINCT (r1.c1 % 5) ORDER BY ((r1.c1 % 5)) DESC NULLS LAST), (r2.c1 % 3) FROM ("S 1"."T 3" r1 FULL JOIN "S 1"."T 4" r2 ON (((r1.c1 = r2.c1)))) WHERE (((r1.c1 < 20) OR ((r1.c1 IS NULL) AND (r2.c1 < 5)))) GROUP BY 2 ORDER BY array_agg(DISTINCT (r1.c1 % 5) ORDER BY ((r1.c1 % 5)) DESC NULLS LAST) ASC NULLS LAST
+   Remote SQL: SELECT array_agg(DISTINCT (r1.c1 % 5) ORDER BY ((r1.c1 % 5)) DESC NULLS LAST), (r2.c1 % 3) FROM ("S 1"."T 3" r1 FULL JOIN "S 1"."T 4" r2 ON (((r1.c1 = r2.c1)))) WHERE ((((r1.c1 IS NULL) AND (r2.c1 < 5)) OR (r1.c1 < 20))) GROUP BY 2 ORDER BY array_agg(DISTINCT (r1.c1 % 5) ORDER BY ((r1.c1 % 5)) DESC NULLS LAST) ASC NULLS LAST
 (4 rows)
 
 select array_agg(distinct (t1.c1)%5 order by (t1.c1)%5 desc nulls last) from ft4 t1 full join ft5 t2 on (t1.c1 = t2.c1) where t1.c1 < 20 or (t1.c1 is null and t2.c1 < 5) group by (t2.c1)%3 order by 1;
@@ -8537,18 +8537,18 @@ insert into utrtest values (2, 'qux');
 -- Check case where the foreign partition is a subplan target rel
 explain (verbose, costs off)
 update utrtest set a = 1 where a = 1 or a = 2 returning *;
-                                             QUERY PLAN                                             
-----------------------------------------------------------------------------------------------------
+                                                  QUERY PLAN                                                  
+--------------------------------------------------------------------------------------------------------------
  Update on public.utrtest
    Output: utrtest_1.a, utrtest_1.b
    Foreign Update on public.remp utrtest_1
    Update on public.locp utrtest_2
    ->  Append
          ->  Foreign Update on public.remp utrtest_1
-               Remote SQL: UPDATE public.loct SET a = 1 WHERE (((a = 1) OR (a = 2))) RETURNING a, b
+               Remote SQL: UPDATE public.loct SET a = 1 WHERE ((a = ANY ('{1,2}'::integer[]))) RETURNING a, b
          ->  Seq Scan on public.locp utrtest_2
                Output: 1, utrtest_2.tableoid, utrtest_2.ctid, NULL::record
-               Filter: ((utrtest_2.a = 1) OR (utrtest_2.a = 2))
+               Filter: (utrtest_2.a = ANY ('{1,2}'::integer[]))
 (10 rows)
 
 -- The new values are concatenated with ' triggered !'
diff --git a/src/backend/nodes/queryjumblefuncs.c b/src/backend/nodes/queryjumblefuncs.c
index 281907a4d8..99207a8670 100644
--- a/src/backend/nodes/queryjumblefuncs.c
+++ b/src/backend/nodes/queryjumblefuncs.c
@@ -135,6 +135,36 @@ JumbleQuery(Query *query)
 	return jstate;
 }
 
+JumbleState *
+JumbleExpr(Expr *expr, uint64 *queryId)
+{
+	JumbleState *jstate = NULL;
+
+	Assert(queryId != NULL);
+
+	jstate = (JumbleState *) palloc(sizeof(JumbleState));
+
+	/* Set up workspace for query jumbling */
+	jstate->jumble = (unsigned char *) palloc(JUMBLE_SIZE);
+	jstate->jumble_len = 0;
+	jstate->clocations_buf_size = 32;
+	jstate->clocations = (LocationLen *)
+		palloc(jstate->clocations_buf_size * sizeof(LocationLen));
+	jstate->clocations_count = 0;
+	jstate->highest_extern_param_id = 0;
+
+	/* Compute query ID */
+	_jumbleNode(jstate, (Node *) expr);
+	*queryId = DatumGetUInt64(hash_any_extended(jstate->jumble,
+												jstate->jumble_len,
+												0));
+
+	if (*queryId == UINT64CONST(0))
+		*queryId = UINT64CONST(1);
+
+	return jstate;
+}
+
 /*
  * Enables query identifier computation.
  *
diff --git a/src/backend/parser/parse_expr.c b/src/backend/parser/parse_expr.c
index 64c582c344..9f4d43572c 100644
--- a/src/backend/parser/parse_expr.c
+++ b/src/backend/parser/parse_expr.c
@@ -16,12 +16,14 @@
 #include "postgres.h"
 
 #include "catalog/pg_aggregate.h"
+#include "catalog/pg_operator.h"
 #include "catalog/pg_proc.h"
 #include "catalog/pg_type.h"
 #include "commands/dbcommands.h"
 #include "miscadmin.h"
 #include "nodes/makefuncs.h"
 #include "nodes/nodeFuncs.h"
+#include "nodes/queryjumble.h"
 #include "optimizer/optimizer.h"
 #include "parser/analyze.h"
 #include "parser/parse_agg.h"
@@ -38,11 +40,13 @@
 #include "utils/date.h"
 #include "utils/fmgroids.h"
 #include "utils/lsyscache.h"
+#include "utils/syscache.h"
 #include "utils/timestamp.h"
 #include "utils/xml.h"
 
 /* GUC parameters */
 bool		Transform_null_equals = false;
+bool		enable_or_transformation = true;
 
 
 static Node *transformExprRecurse(ParseState *pstate, Node *expr);
@@ -99,6 +103,310 @@ static Expr *make_distinct_op(ParseState *pstate, List *opname,
 static Node *make_nulltest_from_distinct(ParseState *pstate,
 										 A_Expr *distincta, Node *arg);
 
+typedef struct OrClauseGroupKey
+{
+	Expr   *expr; /* Pointer to the expression tree which has been a source for
+					the hashkey value */
+	Oid		opno;
+	Oid		exprtype;
+} OrClauseGroupKey;
+
+typedef struct OrClauseGroupEntry
+{
+	OrClauseGroupKey key;
+
+	Node		   *node;
+	List		   *consts;
+	Oid				scalar_type;
+	List 		   *exprs;
+} OrClauseGroupEntry;
+
+/*
+ * Hash function that's compatible with guc_name_compare
+ */
+static uint32
+orclause_hash(const void *data, Size keysize)
+{
+	OrClauseGroupKey   *key = (OrClauseGroupKey *) data;
+	uint64				hash;
+
+	(void) JumbleExpr(key->expr, &hash);
+	hash += ((uint64) key->opno + (uint64) key->exprtype) % UINT64_MAX;
+	return hash;
+}
+
+static void *
+orclause_keycopy(void *dest, const void *src, Size keysize)
+{
+	OrClauseGroupKey *src_key = (OrClauseGroupKey *) src;
+	OrClauseGroupKey *dst_key = (OrClauseGroupKey *) dest;
+
+	Assert(sizeof(OrClauseGroupKey) == keysize);
+
+	dst_key->expr = src_key->expr;
+	dst_key->opno = src_key->opno;
+	dst_key->exprtype = src_key->exprtype;
+	return dst_key;
+}
+
+/*
+ * Dynahash match function to use in guc_hashtab
+ */
+static int
+orclause_match(const void *data1, const void *data2, Size keysize)
+{
+	OrClauseGroupKey   *key1 = (OrClauseGroupKey *) data1;
+	OrClauseGroupKey   *key2 = (OrClauseGroupKey *) data2;
+
+	Assert(sizeof(OrClauseGroupKey) == keysize);
+
+	if (key1->opno == key2->opno && key1->exprtype == key2->exprtype &&
+		equal(key1->expr, key2->expr))
+		return 0;
+
+	return 1;
+}
+
+static Node *
+transformBoolExprOr(ParseState *pstate, BoolExpr *expr)
+{
+	List				   *or_list = NIL;
+	List				   *entries = NIL;
+	ListCell			   *lc;
+	HASHCTL					info;
+	HTAB 				   *or_group_htab = NULL;
+	int 					len_ors = list_length(expr->args);
+	OrClauseGroupEntry	   *entry = NULL;
+
+	/* If this is not an 'OR' expression, skip the transformation */
+	if (!enable_or_transformation || expr->boolop != OR_EXPR || len_ors < 2)
+		return transformBoolExpr(pstate, (BoolExpr *) expr);
+
+	MemSet(&info, 0, sizeof(info));
+	info.keysize = sizeof(OrClauseGroupKey);
+	info.entrysize = sizeof(OrClauseGroupEntry);
+	info.hash = orclause_hash;
+	info.keycopy = orclause_keycopy;
+	info.match = orclause_match;
+	or_group_htab = hash_create("OR Groups",
+								len_ors,
+								&info,
+								HASH_ELEM | HASH_FUNCTION | HASH_COMPARE | HASH_KEYCOPY);
+
+	foreach(lc, expr->args)
+	{
+		Node				   *arg = lfirst(lc);
+		Node				   *orqual;
+		Node				   *const_expr;
+		Node				   *nconst_expr;
+		OrClauseGroupKey		hashkey;
+		bool					found;
+		Oid						opno;
+		Node				   *leftop, *rightop;
+
+		/* At first, transform the arg and evaluate constant expressions. */
+		orqual = transformExprRecurse(pstate, (Node *) arg);
+		orqual = coerce_to_boolean(pstate, orqual, "OR");
+
+		if (!IsA(orqual, OpExpr))
+		{
+			or_list = lappend(or_list, orqual);
+			continue;
+		}
+
+		opno = ((OpExpr *) orqual)->opno;
+		if (get_op_rettype(opno) != BOOLOID)
+		{
+			/* Only operator returning boolean suits OR -> ANY transformation */
+			or_list = lappend(or_list, orqual);
+			continue;
+		}
+
+		/*
+		 * Detect the constant side of the clause. Recall non-constant
+		 * expression can be made not only with Vars, but also with Params,
+		 * which is not bonded with any relation. Thus, we detect the const
+		 * side - if another side is constant too, the orqual couldn't be
+		 * an OpExpr.
+		 * Get pointers to constant and expression sides of the qual.
+		 */
+		leftop = get_leftop(orqual);
+		if (IsA(leftop, RelabelType))
+			leftop = (Node *) ((RelabelType *) leftop)->arg;
+		rightop = get_rightop(orqual);
+		if (IsA(rightop, RelabelType))
+			rightop = (Node *) ((RelabelType *) rightop)->arg;
+
+		if (IsA(leftop, Const))
+		{
+			opno = get_commutator(opno);
+
+			if (!OidIsValid(opno))
+			{
+				/* Commuter doesn't exist, we can't reverse the order */
+				or_list = lappend(or_list, orqual);
+				continue;
+			}
+
+			nconst_expr = get_rightop(orqual);
+			const_expr = get_leftop(orqual);
+		}
+		else if (IsA(rightop, Const))
+		{
+			const_expr = get_rightop(orqual);
+			nconst_expr = get_leftop(orqual);
+		}
+		else
+		{
+			or_list = lappend(or_list, orqual);
+			continue;
+		}
+
+		/*
+		* At this point we definitely have a transformable clause.
+		* Classify it and add into specific group of clauses, or create new
+		* group.
+		*/
+		hashkey.expr = (Expr *) nconst_expr;
+		hashkey.opno = opno;
+		hashkey.exprtype = exprType(nconst_expr);
+		entry = hash_search(or_group_htab, &hashkey, HASH_ENTER, &found);
+
+		if (unlikely(found))
+		{
+			entry->consts = lappend(entry->consts, const_expr);
+			entry->exprs = lappend(entry->exprs, orqual);
+		}
+		else
+		{
+			entry->node = nconst_expr;
+			entry->consts = list_make1(const_expr);
+			entry->exprs = list_make1(orqual);
+
+			/*
+			 * Add the entry to the list. It is needed exclusively to manage the
+			 * problem with the order of transformed clauses in explain.
+			 * Hash value can depend on the platform and version. Hence,
+			 * sequental scan of the hash table would prone to change the order
+			 * of clauses in lists and, as a result, break regression tests
+			 * accidentially.
+			 */
+			entries = lappend(entries, entry);
+		}
+	}
+
+	/* Let's convert each group of clauses to an IN operation. */
+
+	/*
+	 * Go through the list of groups and convert each, where number of
+	 * consts more than 1. trivial groups move to OR-list again
+	 */
+
+	foreach (lc, entries)
+	{
+		Oid				    scalar_type;
+		Oid					array_type;
+
+		entry = (OrClauseGroupEntry *) lfirst(lc);
+
+		Assert(list_length(entry->consts) > 0);
+		Assert(list_length(entry->exprs) == list_length(entry->consts));
+
+		if (list_length(entry->consts) == 1)
+		{
+			/*
+			 * Only one element in the class. Return origin expression into
+			 * the BoolExpr args list unchanged.
+			 */
+			list_free(entry->consts);
+			or_list = list_concat(or_list, entry->exprs);
+			continue;
+		}
+
+		/*
+		 * Do the transformation.
+		 */
+
+		scalar_type = entry->key.exprtype;
+		if (scalar_type != RECORDOID && OidIsValid(scalar_type))
+			array_type = get_array_type(scalar_type);
+		else
+			array_type = InvalidOid;
+
+		if (array_type != InvalidOid)
+		{
+			/*
+			 * OK: coerce all the right-hand non-Var inputs to the common
+			 * type and build an ArrayExpr for them.
+			 */
+			List			   *aexprs = NIL;
+			ArrayExpr		   *newa = NULL;
+			ScalarArrayOpExpr  *saopexpr = NULL;
+			HeapTuple			opertup;
+			Form_pg_operator	operform;
+			List			   *namelist = NIL;
+			ListCell		   *lc1;
+
+			foreach(lc1, entry->consts)
+			{
+				Node   *rexpr = (Node *) lfirst(lc1);
+
+				rexpr = coerce_to_common_type(pstate, rexpr,
+											  scalar_type,
+											  "IN");
+				aexprs = lappend(aexprs, rexpr);
+			}
+
+			newa = makeNode(ArrayExpr);
+			/* array_collid will be set by parse_collate.c */
+			newa->element_typeid = scalar_type;
+			newa->array_typeid = array_type;
+			newa->multidims = false;
+			newa->elements = aexprs;
+			newa->location = -1;
+
+			opertup = SearchSysCache1(OPEROID,
+									  ObjectIdGetDatum(entry->key.opno));
+			if (!HeapTupleIsValid(opertup))
+				elog(ERROR, "cache lookup failed for operator %u",
+					 entry->key.opno);
+
+			operform = (Form_pg_operator) GETSTRUCT(opertup);
+			if (!OperatorIsVisible(entry->key.opno))
+				namelist = lappend(namelist, makeString(get_namespace_name(operform->oprnamespace)));
+
+			namelist = lappend(namelist, makeString(pstrdup(NameStr(operform->oprname))));
+			ReleaseSysCache(opertup);
+
+			saopexpr =
+				(ScalarArrayOpExpr *)
+					make_scalar_array_op(pstate,
+										 namelist,
+										 true,
+										 entry->node,
+										 (Node *) newa,
+										 -1);
+
+			or_list = lappend(or_list, (void *) saopexpr);
+		}
+		else
+		{
+			/*
+			 * This part works on intarray test (OR there is made on
+			 * elements of a custom type)
+			 */
+			list_free(entry->consts);
+			or_list = list_concat(or_list, entry->exprs);
+		}
+	}
+	hash_destroy(or_group_htab);
+	list_free(entries);
+
+	/* One more trick: assemble correct clause */
+	return (Node *) ((list_length(or_list) > 1) ?
+					 makeBoolExpr(OR_EXPR, or_list, expr->location) :
+					 linitial(or_list));
+}
 
 /*
  * transformExpr -
@@ -212,7 +520,7 @@ transformExprRecurse(ParseState *pstate, Node *expr)
 			}
 
 		case T_BoolExpr:
-			result = transformBoolExpr(pstate, (BoolExpr *) expr);
+			result = transformBoolExprOr(pstate, (BoolExpr *) expr);
 			break;
 
 		case T_FuncCall:
diff --git a/src/backend/utils/misc/guc_tables.c b/src/backend/utils/misc/guc_tables.c
index 6474e35ec0..4baca65bfe 100644
--- a/src/backend/utils/misc/guc_tables.c
+++ b/src/backend/utils/misc/guc_tables.c
@@ -1048,6 +1048,17 @@ struct config_bool ConfigureNamesBool[] =
 		true,
 		NULL, NULL, NULL
 	},
+	{
+		{"enable_or_transformation", PGC_USERSET, QUERY_TUNING_OTHER,
+			gettext_noop("Transform a sequence of OR clauses to an IN expression."),
+			gettext_noop("The planner will replace clauses like 'x=c1 OR x=c2 .."
+						 "to the clause 'x IN (c1,c2,...)'"),
+			GUC_EXPLAIN
+		},
+		&enable_or_transformation,
+		true,
+		NULL, NULL, NULL
+	},
 	{
 		/*
 		 * Not for general use --- used by SET SESSION AUTHORIZATION and SET
diff --git a/src/backend/utils/misc/postgresql.conf.sample b/src/backend/utils/misc/postgresql.conf.sample
index cf9f283cfe..3d5b5fbc58 100644
--- a/src/backend/utils/misc/postgresql.conf.sample
+++ b/src/backend/utils/misc/postgresql.conf.sample
@@ -374,6 +374,7 @@
 # - Planner Method Configuration -
 
 #enable_async_append = on
+#enable_or_transformation = on
 #enable_bitmapscan = on
 #enable_gathermerge = on
 #enable_hashagg = on
diff --git a/src/bin/pg_dump/t/002_pg_dump.pl b/src/bin/pg_dump/t/002_pg_dump.pl
index eb3ec534b4..452617bbb5 100644
--- a/src/bin/pg_dump/t/002_pg_dump.pl
+++ b/src/bin/pg_dump/t/002_pg_dump.pl
@@ -2059,9 +2059,9 @@ my %tests = (
 		regexp => qr/^
 			\QCREATE DOMAIN dump_test.us_postal_code AS text COLLATE pg_catalog."C" DEFAULT '10014'::text\E\n\s+
 			\QCONSTRAINT us_postal_code_check CHECK \E
-			\Q(((VALUE ~ '^\d{5}\E
-			\$\Q'::text) OR (VALUE ~ '^\d{5}-\d{4}\E\$
-			\Q'::text)));\E(.|\n)*
+			\Q((VALUE ~ ANY (ARRAY['^\d{5}\E
+			\$\Q'::text, '^\d{5}-\d{4}\E\$
+			\Q'::text])));\E(.|\n)*
 			\QCOMMENT ON CONSTRAINT us_postal_code_check ON DOMAIN dump_test.us_postal_code IS 'check it';\E
 			/xm,
 		like =>
diff --git a/src/include/nodes/queryjumble.h b/src/include/nodes/queryjumble.h
index 0769081c7a..4aaa31aa80 100644
--- a/src/include/nodes/queryjumble.h
+++ b/src/include/nodes/queryjumble.h
@@ -65,6 +65,7 @@ extern PGDLLIMPORT int compute_query_id;
 
 extern const char *CleanQuerytext(const char *query, int *location, int *len);
 extern JumbleState *JumbleQuery(Query *query);
+extern JumbleState *JumbleExpr(Expr *expr, uint64 *queryId);
 extern void EnableQueryId(void);
 
 extern PGDLLIMPORT bool query_id_enabled;
diff --git a/src/include/parser/parse_expr.h b/src/include/parser/parse_expr.h
index 7d38ca75f7..3a87de0285 100644
--- a/src/include/parser/parse_expr.h
+++ b/src/include/parser/parse_expr.h
@@ -17,6 +17,7 @@
 
 /* GUC parameters */
 extern PGDLLIMPORT bool Transform_null_equals;
+extern PGDLLIMPORT bool enable_or_transformation;
 
 extern Node *transformExpr(ParseState *pstate, Node *expr, ParseExprKind exprKind);
 
diff --git a/src/test/regress/expected/create_index.out b/src/test/regress/expected/create_index.out
index acfd9d1f4f..daf497d3e3 100644
--- a/src/test/regress/expected/create_index.out
+++ b/src/test/regress/expected/create_index.out
@@ -1838,18 +1838,50 @@ DROP TABLE onek_with_null;
 EXPLAIN (COSTS OFF)
 SELECT * FROM tenk1
   WHERE thousand = 42 AND (tenthous = 1 OR tenthous = 3 OR tenthous = 42);
-                                                               QUERY PLAN                                                                
------------------------------------------------------------------------------------------------------------------------------------------
- Bitmap Heap Scan on tenk1
-   Recheck Cond: (((thousand = 42) AND (tenthous = 1)) OR ((thousand = 42) AND (tenthous = 3)) OR ((thousand = 42) AND (tenthous = 42)))
-   ->  BitmapOr
-         ->  Bitmap Index Scan on tenk1_thous_tenthous
-               Index Cond: ((thousand = 42) AND (tenthous = 1))
-         ->  Bitmap Index Scan on tenk1_thous_tenthous
-               Index Cond: ((thousand = 42) AND (tenthous = 3))
-         ->  Bitmap Index Scan on tenk1_thous_tenthous
-               Index Cond: ((thousand = 42) AND (tenthous = 42))
-(9 rows)
+                                  QUERY PLAN                                  
+------------------------------------------------------------------------------
+ Index Scan using tenk1_thous_tenthous on tenk1
+   Index Cond: ((thousand = 42) AND (tenthous = ANY ('{1,3,42}'::integer[])))
+(2 rows)
+
+SELECT * FROM tenk1
+  WHERE thousand = 42 AND (tenthous = 1 OR tenthous = 3 OR tenthous = 42);
+ unique1 | unique2 | two | four | ten | twenty | hundred | thousand | twothousand | fivethous | tenthous | odd | even | stringu1 | stringu2 | string4 
+---------+---------+-----+------+-----+--------+---------+----------+-------------+-----------+----------+-----+------+----------+----------+---------
+      42 |    5530 |   0 |    2 |   2 |      2 |      42 |       42 |          42 |        42 |       42 |  84 |   85 | QBAAAA   | SEIAAA   | OOOOxx
+(1 row)
+
+EXPLAIN (COSTS OFF)
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand = 42 OR thousand = 99);
+                                     QUERY PLAN                                     
+------------------------------------------------------------------------------------
+ Aggregate
+   ->  Bitmap Heap Scan on tenk1
+         Recheck Cond: ((hundred = 42) AND (thousand = ANY ('{42,99}'::integer[])))
+         ->  BitmapAnd
+               ->  Bitmap Index Scan on tenk1_hundred
+                     Index Cond: (hundred = 42)
+               ->  Bitmap Index Scan on tenk1_thous_tenthous
+                     Index Cond: (thousand = ANY ('{42,99}'::integer[]))
+(8 rows)
+
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand = 42 OR thousand = 99);
+ count 
+-------
+    10
+(1 row)
+
+SET enable_or_transformation = on;
+EXPLAIN (COSTS OFF)
+SELECT * FROM tenk1
+  WHERE thousand = 42 AND (tenthous = 1 OR tenthous = 3 OR tenthous = 42);
+                                  QUERY PLAN                                  
+------------------------------------------------------------------------------
+ Index Scan using tenk1_thous_tenthous on tenk1
+   Index Cond: ((thousand = 42) AND (tenthous = ANY ('{1,3,42}'::integer[])))
+(2 rows)
 
 SELECT * FROM tenk1
   WHERE thousand = 42 AND (tenthous = 1 OR tenthous = 3 OR tenthous = 42);
@@ -1861,28 +1893,116 @@ SELECT * FROM tenk1
 EXPLAIN (COSTS OFF)
 SELECT count(*) FROM tenk1
   WHERE hundred = 42 AND (thousand = 42 OR thousand = 99);
-                                   QUERY PLAN                                    
----------------------------------------------------------------------------------
+                                     QUERY PLAN                                     
+------------------------------------------------------------------------------------
+ Aggregate
+   ->  Bitmap Heap Scan on tenk1
+         Recheck Cond: ((hundred = 42) AND (thousand = ANY ('{42,99}'::integer[])))
+         ->  BitmapAnd
+               ->  Bitmap Index Scan on tenk1_hundred
+                     Index Cond: (hundred = 42)
+               ->  Bitmap Index Scan on tenk1_thous_tenthous
+                     Index Cond: (thousand = ANY ('{42,99}'::integer[]))
+(8 rows)
+
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand = 42 OR thousand = 99);
+ count 
+-------
+    10
+(1 row)
+
+EXPLAIN (COSTS OFF)
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand < 42 OR thousand < 99 OR 43 > thousand OR 42 > thousand);
+                                        QUERY PLAN                                        
+------------------------------------------------------------------------------------------
+ Aggregate
+   ->  Bitmap Heap Scan on tenk1
+         Recheck Cond: ((hundred = 42) AND (thousand < ANY ('{42,99,43,42}'::integer[])))
+         ->  BitmapAnd
+               ->  Bitmap Index Scan on tenk1_hundred
+                     Index Cond: (hundred = 42)
+               ->  Bitmap Index Scan on tenk1_thous_tenthous
+                     Index Cond: (thousand < ANY ('{42,99,43,42}'::integer[]))
+(8 rows)
+
+EXPLAIN (COSTS OFF)
+SELECT count(*) FROM tenk1
+  WHERE thousand = 42 AND (tenthous = 1 OR tenthous = 3) OR thousand = 41;
+                                               QUERY PLAN                                               
+--------------------------------------------------------------------------------------------------------
+ Aggregate
+   ->  Bitmap Heap Scan on tenk1
+         Recheck Cond: (((thousand = 42) AND (tenthous = ANY ('{1,3}'::integer[]))) OR (thousand = 41))
+         ->  BitmapOr
+               ->  Bitmap Index Scan on tenk1_thous_tenthous
+                     Index Cond: ((thousand = 42) AND (tenthous = ANY ('{1,3}'::integer[])))
+               ->  Bitmap Index Scan on tenk1_thous_tenthous
+                     Index Cond: (thousand = 41)
+(8 rows)
+
+SELECT count(*) FROM tenk1
+  WHERE thousand = 42 AND (tenthous = 1 OR tenthous = 3) OR thousand = 41;
+ count 
+-------
+    10
+(1 row)
+
+EXPLAIN (COSTS OFF)
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand = 42 OR thousand = 99 OR tenthous < 2) OR thousand = 41;
+                                                         QUERY PLAN                                                          
+-----------------------------------------------------------------------------------------------------------------------------
+ Aggregate
+   ->  Bitmap Heap Scan on tenk1
+         Recheck Cond: (((hundred = 42) AND ((thousand = ANY ('{42,99}'::integer[])) OR (tenthous < 2))) OR (thousand = 41))
+         ->  BitmapOr
+               ->  BitmapAnd
+                     ->  Bitmap Index Scan on tenk1_hundred
+                           Index Cond: (hundred = 42)
+                     ->  BitmapOr
+                           ->  Bitmap Index Scan on tenk1_thous_tenthous
+                                 Index Cond: (thousand = ANY ('{42,99}'::integer[]))
+                           ->  Bitmap Index Scan on tenk1_thous_tenthous
+                                 Index Cond: (tenthous < 2)
+               ->  Bitmap Index Scan on tenk1_thous_tenthous
+                     Index Cond: (thousand = 41)
+(14 rows)
+
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand = 42 OR thousand = 99 OR tenthous < 2) OR thousand = 41;
+ count 
+-------
+    20
+(1 row)
+
+EXPLAIN (COSTS OFF)
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand = 42 OR thousand = 41 OR thousand = 99 AND tenthous = 2);
+                                                          QUERY PLAN                                                          
+------------------------------------------------------------------------------------------------------------------------------
  Aggregate
    ->  Bitmap Heap Scan on tenk1
-         Recheck Cond: ((hundred = 42) AND ((thousand = 42) OR (thousand = 99)))
+         Recheck Cond: ((hundred = 42) AND (((thousand = 99) AND (tenthous = 2)) OR (thousand = ANY ('{42,41}'::integer[]))))
          ->  BitmapAnd
                ->  Bitmap Index Scan on tenk1_hundred
                      Index Cond: (hundred = 42)
                ->  BitmapOr
                      ->  Bitmap Index Scan on tenk1_thous_tenthous
-                           Index Cond: (thousand = 42)
+                           Index Cond: ((thousand = 99) AND (tenthous = 2))
                      ->  Bitmap Index Scan on tenk1_thous_tenthous
-                           Index Cond: (thousand = 99)
+                           Index Cond: (thousand = ANY ('{42,41}'::integer[]))
 (11 rows)
 
 SELECT count(*) FROM tenk1
-  WHERE hundred = 42 AND (thousand = 42 OR thousand = 99);
+  WHERE hundred = 42 AND (thousand = 42 OR thousand = 41 OR thousand = 99 AND tenthous = 2);
  count 
 -------
     10
 (1 row)
 
+RESET enable_or_transformation;
 --
 -- Check behavior with duplicate index column contents
 --
diff --git a/src/test/regress/expected/inherit.out b/src/test/regress/expected/inherit.out
index 0f1aa831f6..1781250122 100644
--- a/src/test/regress/expected/inherit.out
+++ b/src/test/regress/expected/inherit.out
@@ -2560,7 +2560,7 @@ explain (costs off) select * from list_parted where a = 'ab' or a in (null, 'cd'
                                    QUERY PLAN                                    
 ---------------------------------------------------------------------------------
  Seq Scan on part_ab_cd list_parted
-   Filter: (((a)::text = 'ab'::text) OR ((a)::text = ANY ('{NULL,cd}'::text[])))
+   Filter: (((a)::text = ANY ('{NULL,cd}'::text[])) OR ((a)::text = 'ab'::text))
 (2 rows)
 
 explain (costs off) select * from list_parted where a = 'ab';
diff --git a/src/test/regress/expected/join.out b/src/test/regress/expected/join.out
index 2c73270143..36dce0b84b 100644
--- a/src/test/regress/expected/join.out
+++ b/src/test/regress/expected/join.out
@@ -4210,10 +4210,10 @@ explain (costs off)
 select * from tenk1 a join tenk1 b on
   (a.unique1 = 1 and b.unique1 = 2) or
   ((a.unique2 = 3 or a.unique2 = 7) and b.hundred = 4);
-                                                      QUERY PLAN                                                      
-----------------------------------------------------------------------------------------------------------------------
+                                                       QUERY PLAN                                                       
+------------------------------------------------------------------------------------------------------------------------
  Nested Loop
-   Join Filter: (((a.unique1 = 1) AND (b.unique1 = 2)) OR (((a.unique2 = 3) OR (a.unique2 = 7)) AND (b.hundred = 4)))
+   Join Filter: (((a.unique1 = 1) AND (b.unique1 = 2)) OR ((a.unique2 = ANY ('{3,7}'::integer[])) AND (b.hundred = 4)))
    ->  Bitmap Heap Scan on tenk1 b
          Recheck Cond: ((unique1 = 2) OR (hundred = 4))
          ->  BitmapOr
@@ -4223,16 +4223,64 @@ select * from tenk1 a join tenk1 b on
                      Index Cond: (hundred = 4)
    ->  Materialize
          ->  Bitmap Heap Scan on tenk1 a
-               Recheck Cond: ((unique1 = 1) OR (unique2 = 3) OR (unique2 = 7))
+               Recheck Cond: ((unique1 = 1) OR (unique2 = ANY ('{3,7}'::integer[])))
                ->  BitmapOr
                      ->  Bitmap Index Scan on tenk1_unique1
                            Index Cond: (unique1 = 1)
                      ->  Bitmap Index Scan on tenk1_unique2
-                           Index Cond: (unique2 = 3)
+                           Index Cond: (unique2 = ANY ('{3,7}'::integer[]))
+(17 rows)
+
+SET enable_or_transformation = on;
+explain (costs off)
+select * from tenk1 a join tenk1 b on
+  (a.unique1 = 1 and b.unique1 = 2) or
+  ((a.unique2 = 3 or a.unique2 = 7) and b.hundred = 4);
+                                                       QUERY PLAN                                                       
+------------------------------------------------------------------------------------------------------------------------
+ Nested Loop
+   Join Filter: (((a.unique1 = 1) AND (b.unique1 = 2)) OR ((a.unique2 = ANY ('{3,7}'::integer[])) AND (b.hundred = 4)))
+   ->  Bitmap Heap Scan on tenk1 b
+         Recheck Cond: ((unique1 = 2) OR (hundred = 4))
+         ->  BitmapOr
+               ->  Bitmap Index Scan on tenk1_unique1
+                     Index Cond: (unique1 = 2)
+               ->  Bitmap Index Scan on tenk1_hundred
+                     Index Cond: (hundred = 4)
+   ->  Materialize
+         ->  Bitmap Heap Scan on tenk1 a
+               Recheck Cond: ((unique1 = 1) OR (unique2 = ANY ('{3,7}'::integer[])))
+               ->  BitmapOr
+                     ->  Bitmap Index Scan on tenk1_unique1
+                           Index Cond: (unique1 = 1)
                      ->  Bitmap Index Scan on tenk1_unique2
-                           Index Cond: (unique2 = 7)
-(19 rows)
+                           Index Cond: (unique2 = ANY ('{3,7}'::integer[]))
+(17 rows)
+
+explain (costs off)
+select * from tenk1 a join tenk1 b on
+  (a.unique1 < 20 or a.unique1 = 3 or a.unique1 = 1 and b.unique1 = 2) or
+  ((a.unique2 = 3 or a.unique2 = 7) and b.hundred = 4);
+                                                                          QUERY PLAN                                                                           
+---------------------------------------------------------------------------------------------------------------------------------------------------------------
+ Nested Loop
+   Join Filter: (((a.unique1 = 1) AND (b.unique1 = 2)) OR ((a.unique2 = ANY ('{3,7}'::integer[])) AND (b.hundred = 4)) OR (a.unique1 < 20) OR (a.unique1 = 3))
+   ->  Seq Scan on tenk1 b
+   ->  Materialize
+         ->  Bitmap Heap Scan on tenk1 a
+               Recheck Cond: ((unique1 = 1) OR (unique2 = ANY ('{3,7}'::integer[])) OR (unique1 < 20) OR (unique1 = 3))
+               ->  BitmapOr
+                     ->  Bitmap Index Scan on tenk1_unique1
+                           Index Cond: (unique1 = 1)
+                     ->  Bitmap Index Scan on tenk1_unique2
+                           Index Cond: (unique2 = ANY ('{3,7}'::integer[]))
+                     ->  Bitmap Index Scan on tenk1_unique1
+                           Index Cond: (unique1 < 20)
+                     ->  Bitmap Index Scan on tenk1_unique1
+                           Index Cond: (unique1 = 3)
+(15 rows)
 
+RESET enable_or_transformation;
 --
 -- test placement of movable quals in a parameterized join tree
 --
diff --git a/src/test/regress/expected/partition_prune.out b/src/test/regress/expected/partition_prune.out
index 9a4c48c055..3423af4768 100644
--- a/src/test/regress/expected/partition_prune.out
+++ b/src/test/regress/expected/partition_prune.out
@@ -82,25 +82,47 @@ explain (costs off) select * from lp where a is null;
 (2 rows)
 
 explain (costs off) select * from lp where a = 'a' or a = 'c';
-                        QUERY PLAN                        
-----------------------------------------------------------
+                  QUERY PLAN                   
+-----------------------------------------------
  Append
    ->  Seq Scan on lp_ad lp_1
-         Filter: ((a = 'a'::bpchar) OR (a = 'c'::bpchar))
+         Filter: (a = ANY ('{a,c}'::bpchar[]))
    ->  Seq Scan on lp_bc lp_2
-         Filter: ((a = 'a'::bpchar) OR (a = 'c'::bpchar))
+         Filter: (a = ANY ('{a,c}'::bpchar[]))
 (5 rows)
 
 explain (costs off) select * from lp where a is not null and (a = 'a' or a = 'c');
-                                   QUERY PLAN                                   
---------------------------------------------------------------------------------
+                             QUERY PLAN                              
+---------------------------------------------------------------------
  Append
    ->  Seq Scan on lp_ad lp_1
-         Filter: ((a IS NOT NULL) AND ((a = 'a'::bpchar) OR (a = 'c'::bpchar)))
+         Filter: ((a IS NOT NULL) AND (a = ANY ('{a,c}'::bpchar[])))
    ->  Seq Scan on lp_bc lp_2
-         Filter: ((a IS NOT NULL) AND ((a = 'a'::bpchar) OR (a = 'c'::bpchar)))
+         Filter: ((a IS NOT NULL) AND (a = ANY ('{a,c}'::bpchar[])))
 (5 rows)
 
+SET enable_or_transformation = on;
+explain (costs off) select * from lp where a = 'a' or a = 'c';
+                  QUERY PLAN                   
+-----------------------------------------------
+ Append
+   ->  Seq Scan on lp_ad lp_1
+         Filter: (a = ANY ('{a,c}'::bpchar[]))
+   ->  Seq Scan on lp_bc lp_2
+         Filter: (a = ANY ('{a,c}'::bpchar[]))
+(5 rows)
+
+explain (costs off) select * from lp where a is not null and (a = 'a' or a = 'c');
+                             QUERY PLAN                              
+---------------------------------------------------------------------
+ Append
+   ->  Seq Scan on lp_ad lp_1
+         Filter: ((a IS NOT NULL) AND (a = ANY ('{a,c}'::bpchar[])))
+   ->  Seq Scan on lp_bc lp_2
+         Filter: ((a IS NOT NULL) AND (a = ANY ('{a,c}'::bpchar[])))
+(5 rows)
+
+RESET enable_or_transformation;
 explain (costs off) select * from lp where a <> 'g';
              QUERY PLAN             
 ------------------------------------
@@ -515,10 +537,10 @@ explain (costs off) select * from rlp where a <= 31;
 (27 rows)
 
 explain (costs off) select * from rlp where a = 1 or a = 7;
-           QUERY PLAN           
---------------------------------
+                QUERY PLAN                
+------------------------------------------
  Seq Scan on rlp2 rlp
-   Filter: ((a = 1) OR (a = 7))
+   Filter: (a = ANY ('{1,7}'::integer[]))
 (2 rows)
 
 explain (costs off) select * from rlp where a = 1 or b = 'ab';
@@ -589,20 +611,20 @@ explain (costs off) select * from rlp where a < 1 or (a > 20 and a < 25);
 ------------------------------------------------------
  Append
    ->  Seq Scan on rlp1 rlp_1
-         Filter: ((a < 1) OR ((a > 20) AND (a < 25)))
+         Filter: (((a > 20) AND (a < 25)) OR (a < 1))
    ->  Seq Scan on rlp4_1 rlp_2
-         Filter: ((a < 1) OR ((a > 20) AND (a < 25)))
+         Filter: (((a > 20) AND (a < 25)) OR (a < 1))
 (5 rows)
 
 -- where clause contradicts sub-partition's constraint
 explain (costs off) select * from rlp where a = 20 or a = 40;
-               QUERY PLAN               
-----------------------------------------
+                    QUERY PLAN                    
+--------------------------------------------------
  Append
    ->  Seq Scan on rlp4_1 rlp_1
-         Filter: ((a = 20) OR (a = 40))
+         Filter: (a = ANY ('{20,40}'::integer[]))
    ->  Seq Scan on rlp5_default rlp_2
-         Filter: ((a = 20) OR (a = 40))
+         Filter: (a = ANY ('{20,40}'::integer[]))
 (5 rows)
 
 explain (costs off) select * from rlp3 where a = 20;   /* empty */
@@ -671,6 +693,163 @@ explain (costs off) select * from rlp where (a = 1 and a = 3) or (a > 1 and a =
          Filter: (((a = 1) AND (a = 3)) OR ((a > 1) AND (a = 15)))
 (11 rows)
 
+SET enable_or_transformation = on;
+explain (costs off) select * from rlp where a = 1 or a = 7;
+                QUERY PLAN                
+------------------------------------------
+ Seq Scan on rlp2 rlp
+   Filter: (a = ANY ('{1,7}'::integer[]))
+(2 rows)
+
+explain (costs off) select * from rlp where a = 1 or b = 'ab';
+                      QUERY PLAN                       
+-------------------------------------------------------
+ Append
+   ->  Seq Scan on rlp1 rlp_1
+         Filter: ((a = 1) OR ((b)::text = 'ab'::text))
+   ->  Seq Scan on rlp2 rlp_2
+         Filter: ((a = 1) OR ((b)::text = 'ab'::text))
+   ->  Seq Scan on rlp3abcd rlp_3
+         Filter: ((a = 1) OR ((b)::text = 'ab'::text))
+   ->  Seq Scan on rlp4_1 rlp_4
+         Filter: ((a = 1) OR ((b)::text = 'ab'::text))
+   ->  Seq Scan on rlp4_2 rlp_5
+         Filter: ((a = 1) OR ((b)::text = 'ab'::text))
+   ->  Seq Scan on rlp4_default rlp_6
+         Filter: ((a = 1) OR ((b)::text = 'ab'::text))
+   ->  Seq Scan on rlp5_1 rlp_7
+         Filter: ((a = 1) OR ((b)::text = 'ab'::text))
+   ->  Seq Scan on rlp5_default rlp_8
+         Filter: ((a = 1) OR ((b)::text = 'ab'::text))
+   ->  Seq Scan on rlp_default_10 rlp_9
+         Filter: ((a = 1) OR ((b)::text = 'ab'::text))
+   ->  Seq Scan on rlp_default_30 rlp_10
+         Filter: ((a = 1) OR ((b)::text = 'ab'::text))
+   ->  Seq Scan on rlp_default_null rlp_11
+         Filter: ((a = 1) OR ((b)::text = 'ab'::text))
+   ->  Seq Scan on rlp_default_default rlp_12
+         Filter: ((a = 1) OR ((b)::text = 'ab'::text))
+(25 rows)
+
+explain (costs off) select * from rlp where a > 20 and a < 27;
+               QUERY PLAN                
+-----------------------------------------
+ Append
+   ->  Seq Scan on rlp4_1 rlp_1
+         Filter: ((a > 20) AND (a < 27))
+   ->  Seq Scan on rlp4_2 rlp_2
+         Filter: ((a > 20) AND (a < 27))
+(5 rows)
+
+explain (costs off) select * from rlp where a = 29;
+          QUERY PLAN          
+------------------------------
+ Seq Scan on rlp4_default rlp
+   Filter: (a = 29)
+(2 rows)
+
+explain (costs off) select * from rlp where a >= 29;
+                 QUERY PLAN                  
+---------------------------------------------
+ Append
+   ->  Seq Scan on rlp4_default rlp_1
+         Filter: (a >= 29)
+   ->  Seq Scan on rlp5_1 rlp_2
+         Filter: (a >= 29)
+   ->  Seq Scan on rlp5_default rlp_3
+         Filter: (a >= 29)
+   ->  Seq Scan on rlp_default_30 rlp_4
+         Filter: (a >= 29)
+   ->  Seq Scan on rlp_default_default rlp_5
+         Filter: (a >= 29)
+(11 rows)
+
+explain (costs off) select * from rlp where a < 1 or (a > 20 and a < 25);
+                      QUERY PLAN                      
+------------------------------------------------------
+ Append
+   ->  Seq Scan on rlp1 rlp_1
+         Filter: (((a > 20) AND (a < 25)) OR (a < 1))
+   ->  Seq Scan on rlp4_1 rlp_2
+         Filter: (((a > 20) AND (a < 25)) OR (a < 1))
+(5 rows)
+
+explain (costs off) select * from rlp where a = 20 or a = 40;
+                    QUERY PLAN                    
+--------------------------------------------------
+ Append
+   ->  Seq Scan on rlp4_1 rlp_1
+         Filter: (a = ANY ('{20,40}'::integer[]))
+   ->  Seq Scan on rlp5_default rlp_2
+         Filter: (a = ANY ('{20,40}'::integer[]))
+(5 rows)
+
+explain (costs off) select * from rlp3 where a = 20;   /* empty */
+        QUERY PLAN        
+--------------------------
+ Result
+   One-Time Filter: false
+(2 rows)
+
+explain (costs off) select * from rlp where a > 1 and a = 10;	/* only default */
+            QUERY PLAN            
+----------------------------------
+ Seq Scan on rlp_default_10 rlp
+   Filter: ((a > 1) AND (a = 10))
+(2 rows)
+
+explain (costs off) select * from rlp where a > 1 and a >=15;	/* rlp3 onwards, including default */
+                  QUERY PLAN                  
+----------------------------------------------
+ Append
+   ->  Seq Scan on rlp3abcd rlp_1
+         Filter: ((a > 1) AND (a >= 15))
+   ->  Seq Scan on rlp3efgh rlp_2
+         Filter: ((a > 1) AND (a >= 15))
+   ->  Seq Scan on rlp3nullxy rlp_3
+         Filter: ((a > 1) AND (a >= 15))
+   ->  Seq Scan on rlp3_default rlp_4
+         Filter: ((a > 1) AND (a >= 15))
+   ->  Seq Scan on rlp4_1 rlp_5
+         Filter: ((a > 1) AND (a >= 15))
+   ->  Seq Scan on rlp4_2 rlp_6
+         Filter: ((a > 1) AND (a >= 15))
+   ->  Seq Scan on rlp4_default rlp_7
+         Filter: ((a > 1) AND (a >= 15))
+   ->  Seq Scan on rlp5_1 rlp_8
+         Filter: ((a > 1) AND (a >= 15))
+   ->  Seq Scan on rlp5_default rlp_9
+         Filter: ((a > 1) AND (a >= 15))
+   ->  Seq Scan on rlp_default_30 rlp_10
+         Filter: ((a > 1) AND (a >= 15))
+   ->  Seq Scan on rlp_default_default rlp_11
+         Filter: ((a > 1) AND (a >= 15))
+(23 rows)
+
+explain (costs off) select * from rlp where a = 1 and a = 3;	/* empty */
+        QUERY PLAN        
+--------------------------
+ Result
+   One-Time Filter: false
+(2 rows)
+
+explain (costs off) select * from rlp where (a = 1 and a = 3) or (a > 1 and a = 15);
+                            QUERY PLAN                             
+-------------------------------------------------------------------
+ Append
+   ->  Seq Scan on rlp2 rlp_1
+         Filter: (((a = 1) AND (a = 3)) OR ((a > 1) AND (a = 15)))
+   ->  Seq Scan on rlp3abcd rlp_2
+         Filter: (((a = 1) AND (a = 3)) OR ((a > 1) AND (a = 15)))
+   ->  Seq Scan on rlp3efgh rlp_3
+         Filter: (((a = 1) AND (a = 3)) OR ((a > 1) AND (a = 15)))
+   ->  Seq Scan on rlp3nullxy rlp_4
+         Filter: (((a = 1) AND (a = 3)) OR ((a > 1) AND (a = 15)))
+   ->  Seq Scan on rlp3_default rlp_5
+         Filter: (((a = 1) AND (a = 3)) OR ((a > 1) AND (a = 15)))
+(11 rows)
+
+RESET enable_or_transformation;
 -- multi-column keys
 create table mc3p (a int, b int, c int) partition by range (a, abs(b), c);
 create table mc3p_default partition of mc3p default;
@@ -1933,10 +2112,10 @@ explain (costs off) select * from hp where a = 1 and b = 'abcde';
 
 explain (costs off) select * from hp where a = 1 and b = 'abcde' and
   (c = 2 or c = 3);
-                              QUERY PLAN                              
-----------------------------------------------------------------------
+                                   QUERY PLAN                                   
+--------------------------------------------------------------------------------
  Seq Scan on hp2 hp
-   Filter: ((a = 1) AND (b = 'abcde'::text) AND ((c = 2) OR (c = 3)))
+   Filter: ((c = ANY ('{2,3}'::integer[])) AND (a = 1) AND (b = 'abcde'::text))
 (2 rows)
 
 drop table hp2;
diff --git a/src/test/regress/expected/rules.out b/src/test/regress/expected/rules.out
index 05070393b9..c927c21dd4 100644
--- a/src/test/regress/expected/rules.out
+++ b/src/test/regress/expected/rules.out
@@ -2495,7 +2495,7 @@ pg_stats| SELECT n.nspname AS schemaname,
      JOIN pg_class c ON ((c.oid = s.starelid)))
      JOIN pg_attribute a ON (((c.oid = a.attrelid) AND (a.attnum = s.staattnum))))
      LEFT JOIN pg_namespace n ON ((n.oid = c.relnamespace)))
-  WHERE ((NOT a.attisdropped) AND has_column_privilege(c.oid, a.attnum, 'select'::text) AND ((c.relrowsecurity = false) OR (NOT row_security_active(c.oid))));
+  WHERE ((NOT a.attisdropped) AND has_column_privilege(c.oid, a.attnum, 'select'::text) AND ((NOT row_security_active(c.oid)) OR (c.relrowsecurity = false)));
 pg_stats_ext| SELECT cn.nspname AS schemaname,
     c.relname AS tablename,
     sn.nspname AS statistics_schemaname,
@@ -2526,7 +2526,7 @@ pg_stats_ext| SELECT cn.nspname AS schemaname,
   WHERE ((NOT (EXISTS ( SELECT 1
            FROM (unnest(s.stxkeys) k(k)
              JOIN pg_attribute a ON (((a.attrelid = s.stxrelid) AND (a.attnum = k.k))))
-          WHERE (NOT has_column_privilege(c.oid, a.attnum, 'select'::text))))) AND ((c.relrowsecurity = false) OR (NOT row_security_active(c.oid))));
+          WHERE (NOT has_column_privilege(c.oid, a.attnum, 'select'::text))))) AND ((NOT row_security_active(c.oid)) OR (c.relrowsecurity = false)));
 pg_stats_ext_exprs| SELECT cn.nspname AS schemaname,
     c.relname AS tablename,
     sn.nspname AS statistics_schemaname,
diff --git a/src/test/regress/expected/stats_ext.out b/src/test/regress/expected/stats_ext.out
index a430153b22..659d712f75 100644
--- a/src/test/regress/expected/stats_ext.out
+++ b/src/test/regress/expected/stats_ext.out
@@ -1322,19 +1322,19 @@ SELECT * FROM check_estimated_rows('SELECT * FROM functional_dependencies WHERE
 SELECT * FROM check_estimated_rows('SELECT * FROM functional_dependencies WHERE (a = 1 OR a = 51) AND b = ''1''');
  estimated | actual 
 -----------+--------
-        99 |    100
+       100 |    100
 (1 row)
 
 SELECT * FROM check_estimated_rows('SELECT * FROM functional_dependencies WHERE (a = 1 OR a = 51) AND (b = ''1'' OR b = ''2'')');
  estimated | actual 
 -----------+--------
-        99 |    100
+       100 |    100
 (1 row)
 
 SELECT * FROM check_estimated_rows('SELECT * FROM functional_dependencies WHERE (a = 1 OR a = 2 OR a = 51 OR a = 52) AND (b = ''1'' OR b = ''2'')');
  estimated | actual 
 -----------+--------
-       197 |    200
+       200 |    200
 (1 row)
 
 -- OR clauses referencing different attributes are incompatible
@@ -1664,19 +1664,19 @@ SELECT * FROM check_estimated_rows('SELECT * FROM functional_dependencies WHERE
 SELECT * FROM check_estimated_rows('SELECT * FROM functional_dependencies WHERE ((a * 2) = 2 OR (a * 2) = 102) AND upper(b) = ''1''');
  estimated | actual 
 -----------+--------
-        99 |    100
+       100 |    100
 (1 row)
 
 SELECT * FROM check_estimated_rows('SELECT * FROM functional_dependencies WHERE ((a * 2) = 2 OR (a * 2) = 102) AND (upper(b) = ''1'' OR upper(b) = ''2'')');
  estimated | actual 
 -----------+--------
-        99 |    100
+       100 |    100
 (1 row)
 
 SELECT * FROM check_estimated_rows('SELECT * FROM functional_dependencies WHERE ((a * 2) = 2 OR (a * 2) = 4 OR (a * 2) = 102 OR (a * 2) = 104) AND (upper(b) = ''1'' OR upper(b) = ''2'')');
  estimated | actual 
 -----------+--------
-       197 |    200
+       200 |    200
 (1 row)
 
 -- OR clauses referencing different attributes
diff --git a/src/test/regress/expected/sysviews.out b/src/test/regress/expected/sysviews.out
index 271313ebf8..c6c6b9fb8d 100644
--- a/src/test/regress/expected/sysviews.out
+++ b/src/test/regress/expected/sysviews.out
@@ -123,6 +123,7 @@ select name, setting from pg_settings where name like 'enable%';
  enable_memoize                 | on
  enable_mergejoin               | on
  enable_nestloop                | on
+ enable_or_transformation       | on
  enable_parallel_append         | on
  enable_parallel_hash           | on
  enable_partition_pruning       | on
@@ -133,7 +134,7 @@ select name, setting from pg_settings where name like 'enable%';
  enable_seqscan                 | on
  enable_sort                    | on
  enable_tidscan                 | on
-(22 rows)
+(23 rows)
 
 -- There are always wait event descriptions for various types.
 select type, count(*) > 0 as ok FROM pg_wait_events
diff --git a/src/test/regress/expected/tidscan.out b/src/test/regress/expected/tidscan.out
index f133b5a4ac..2a079e996b 100644
--- a/src/test/regress/expected/tidscan.out
+++ b/src/test/regress/expected/tidscan.out
@@ -43,10 +43,26 @@ SELECT ctid, * FROM tidscan WHERE '(0,1)' = ctid;
 -- OR'd clauses
 EXPLAIN (COSTS OFF)
 SELECT ctid, * FROM tidscan WHERE ctid = '(0,2)' OR '(0,1)' = ctid;
-                          QUERY PLAN                          
---------------------------------------------------------------
+                      QUERY PLAN                       
+-------------------------------------------------------
+ Tid Scan on tidscan
+   TID Cond: (ctid = ANY ('{"(0,2)","(0,1)"}'::tid[]))
+(2 rows)
+
+SELECT ctid, * FROM tidscan WHERE ctid = '(0,2)' OR '(0,1)' = ctid;
+ ctid  | id 
+-------+----
+ (0,1) |  1
+ (0,2) |  2
+(2 rows)
+
+SET enable_or_transformation = on;
+EXPLAIN (COSTS OFF)
+SELECT ctid, * FROM tidscan WHERE ctid = '(0,2)' OR '(0,1)' = ctid;
+                      QUERY PLAN                       
+-------------------------------------------------------
  Tid Scan on tidscan
-   TID Cond: ((ctid = '(0,2)'::tid) OR ('(0,1)'::tid = ctid))
+   TID Cond: (ctid = ANY ('{"(0,2)","(0,1)"}'::tid[]))
 (2 rows)
 
 SELECT ctid, * FROM tidscan WHERE ctid = '(0,2)' OR '(0,1)' = ctid;
@@ -56,6 +72,7 @@ SELECT ctid, * FROM tidscan WHERE ctid = '(0,2)' OR '(0,1)' = ctid;
  (0,2) |  2
 (2 rows)
 
+RESET enable_or_transformation;
 -- ctid = ScalarArrayOp - implemented as tidscan
 EXPLAIN (COSTS OFF)
 SELECT ctid, * FROM tidscan WHERE ctid = ANY(ARRAY['(0,1)', '(0,2)']::tid[]);
diff --git a/src/test/regress/sql/create_index.sql b/src/test/regress/sql/create_index.sql
index d49ce9f300..56fde15bc1 100644
--- a/src/test/regress/sql/create_index.sql
+++ b/src/test/regress/sql/create_index.sql
@@ -737,6 +737,41 @@ SELECT count(*) FROM tenk1
 SELECT count(*) FROM tenk1
   WHERE hundred = 42 AND (thousand = 42 OR thousand = 99);
 
+SET enable_or_transformation = on;
+EXPLAIN (COSTS OFF)
+SELECT * FROM tenk1
+  WHERE thousand = 42 AND (tenthous = 1 OR tenthous = 3 OR tenthous = 42);
+SELECT * FROM tenk1
+  WHERE thousand = 42 AND (tenthous = 1 OR tenthous = 3 OR tenthous = 42);
+
+EXPLAIN (COSTS OFF)
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand = 42 OR thousand = 99);
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand = 42 OR thousand = 99);
+EXPLAIN (COSTS OFF)
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand < 42 OR thousand < 99 OR 43 > thousand OR 42 > thousand);
+
+EXPLAIN (COSTS OFF)
+SELECT count(*) FROM tenk1
+  WHERE thousand = 42 AND (tenthous = 1 OR tenthous = 3) OR thousand = 41;
+SELECT count(*) FROM tenk1
+  WHERE thousand = 42 AND (tenthous = 1 OR tenthous = 3) OR thousand = 41;
+
+EXPLAIN (COSTS OFF)
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand = 42 OR thousand = 99 OR tenthous < 2) OR thousand = 41;
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand = 42 OR thousand = 99 OR tenthous < 2) OR thousand = 41;
+
+EXPLAIN (COSTS OFF)
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand = 42 OR thousand = 41 OR thousand = 99 AND tenthous = 2);
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand = 42 OR thousand = 41 OR thousand = 99 AND tenthous = 2);
+RESET enable_or_transformation;
+
 --
 -- Check behavior with duplicate index column contents
 --
diff --git a/src/test/regress/sql/join.sql b/src/test/regress/sql/join.sql
index 8a8a63bd2f..55d7e2ae7d 100644
--- a/src/test/regress/sql/join.sql
+++ b/src/test/regress/sql/join.sql
@@ -1408,6 +1408,16 @@ explain (costs off)
 select * from tenk1 a join tenk1 b on
   (a.unique1 = 1 and b.unique1 = 2) or
   ((a.unique2 = 3 or a.unique2 = 7) and b.hundred = 4);
+SET enable_or_transformation = on;
+explain (costs off)
+select * from tenk1 a join tenk1 b on
+  (a.unique1 = 1 and b.unique1 = 2) or
+  ((a.unique2 = 3 or a.unique2 = 7) and b.hundred = 4);
+explain (costs off)
+select * from tenk1 a join tenk1 b on
+  (a.unique1 < 20 or a.unique1 = 3 or a.unique1 = 1 and b.unique1 = 2) or
+  ((a.unique2 = 3 or a.unique2 = 7) and b.hundred = 4);
+RESET enable_or_transformation;
 
 --
 -- test placement of movable quals in a parameterized join tree
diff --git a/src/test/regress/sql/partition_prune.sql b/src/test/regress/sql/partition_prune.sql
index 7bf3920827..1e270ae9c0 100644
--- a/src/test/regress/sql/partition_prune.sql
+++ b/src/test/regress/sql/partition_prune.sql
@@ -21,6 +21,12 @@ explain (costs off) select * from lp where a is not null;
 explain (costs off) select * from lp where a is null;
 explain (costs off) select * from lp where a = 'a' or a = 'c';
 explain (costs off) select * from lp where a is not null and (a = 'a' or a = 'c');
+
+SET enable_or_transformation = on;
+explain (costs off) select * from lp where a = 'a' or a = 'c';
+explain (costs off) select * from lp where a is not null and (a = 'a' or a = 'c');
+RESET enable_or_transformation;
+
 explain (costs off) select * from lp where a <> 'g';
 explain (costs off) select * from lp where a <> 'a' and a <> 'd';
 explain (costs off) select * from lp where a not in ('a', 'd');
@@ -99,6 +105,22 @@ explain (costs off) select * from rlp where a > 1 and a >=15;	/* rlp3 onwards, i
 explain (costs off) select * from rlp where a = 1 and a = 3;	/* empty */
 explain (costs off) select * from rlp where (a = 1 and a = 3) or (a > 1 and a = 15);
 
+
+SET enable_or_transformation = on;
+explain (costs off) select * from rlp where a = 1 or a = 7;
+explain (costs off) select * from rlp where a = 1 or b = 'ab';
+explain (costs off) select * from rlp where a > 20 and a < 27;
+explain (costs off) select * from rlp where a = 29;
+explain (costs off) select * from rlp where a >= 29;
+explain (costs off) select * from rlp where a < 1 or (a > 20 and a < 25);
+explain (costs off) select * from rlp where a = 20 or a = 40;
+explain (costs off) select * from rlp3 where a = 20;   /* empty */
+explain (costs off) select * from rlp where a > 1 and a = 10;	/* only default */
+explain (costs off) select * from rlp where a > 1 and a >=15;	/* rlp3 onwards, including default */
+explain (costs off) select * from rlp where a = 1 and a = 3;	/* empty */
+explain (costs off) select * from rlp where (a = 1 and a = 3) or (a > 1 and a = 15);
+RESET enable_or_transformation;
+
 -- multi-column keys
 create table mc3p (a int, b int, c int) partition by range (a, abs(b), c);
 create table mc3p_default partition of mc3p default;
diff --git a/src/test/regress/sql/tidscan.sql b/src/test/regress/sql/tidscan.sql
index 313e0fb9b6..0499bedb9e 100644
--- a/src/test/regress/sql/tidscan.sql
+++ b/src/test/regress/sql/tidscan.sql
@@ -22,6 +22,12 @@ EXPLAIN (COSTS OFF)
 SELECT ctid, * FROM tidscan WHERE ctid = '(0,2)' OR '(0,1)' = ctid;
 SELECT ctid, * FROM tidscan WHERE ctid = '(0,2)' OR '(0,1)' = ctid;
 
+SET enable_or_transformation = on;
+EXPLAIN (COSTS OFF)
+SELECT ctid, * FROM tidscan WHERE ctid = '(0,2)' OR '(0,1)' = ctid;
+SELECT ctid, * FROM tidscan WHERE ctid = '(0,2)' OR '(0,1)' = ctid;
+RESET enable_or_transformation;
+
 -- ctid = ScalarArrayOp - implemented as tidscan
 EXPLAIN (COSTS OFF)
 SELECT ctid, * FROM tidscan WHERE ctid = ANY(ARRAY['(0,1)', '(0,2)']::tid[]);
diff --git a/src/tools/pgindent/typedefs.list b/src/tools/pgindent/typedefs.list
index d659adbfd6..9591d0d084 100644
--- a/src/tools/pgindent/typedefs.list
+++ b/src/tools/pgindent/typedefs.list
@@ -1645,6 +1645,8 @@ NumericVar
 OM_uint32
 OP
 OSAPerGroupState
+OrClauseGroupEntry
+OrClauseGroupKey
 OSAPerQueryState
 OSInfo
 OSSLCipher
-- 
2.43.0



^ permalink  raw  reply  [nested|flat] 48+ messages in thread

* Re: POC, WIP: OR-clause support for indexes
@ 2024-01-27 02:58  vignesh C <[email protected]>
  parent: Andrei Lepikhov <[email protected]>
  1 sibling, 0 replies; 48+ messages in thread

From: vignesh C @ 2024-01-27 02:58 UTC (permalink / raw)
  To: Andrei Lepikhov <[email protected]>; +Cc: Alena Rybakina <[email protected]>; Robert Haas <[email protected]>; pgsql-hackers; Alexander Korotkov <[email protected]>; Peter Geoghegan <[email protected]>; Finnerty, Jim <[email protected]>; Marcos Pegoraro <[email protected]>; [email protected]; Ranier Vilela <[email protected]>; Tomas Vondra <[email protected]>; Peter Eisentraut <[email protected]>

On Tue, 5 Dec 2023 at 16:25, Andrei Lepikhov <[email protected]> wrote:
>
> Here is fresh version with the pg_dump.pl regex fixed. Now it must pass
> buildfarm.
>
> Under development:
> 1. Explanation of the general idea in comments (Robert's note)
> 2. Issue with hiding some optimizations (Alexander's note and example
> with overlapping clauses on two partial indexes)

CFBot shows that the patch does not apply anymore as in [1]:
=== Applying patches on top of PostgreSQL commit ID
64444ce071f6b04d3fc836f436fa08108a6d11e2 ===
=== applying patch ./v14-1-0001-Transform-OR-clause-to-ANY-expressions.patch
....
patching file src/test/regress/expected/sysviews.out
Hunk #1 succeeded at 124 (offset 1 line).
Hunk #2 FAILED at 134.
1 out of 2 hunks FAILED -- saving rejects to file
src/test/regress/expected/sysviews.out.rej

Please post an updated version for the same.

[1] - http://cfbot.cputube.org/patch_46_4450.log

Regards,
Vignesh





^ permalink  raw  reply  [nested|flat] 48+ messages in thread

* Re: POC, WIP: OR-clause support for indexes
@ 2024-01-30 14:15  jian he <[email protected]>
  parent: Andrei Lepikhov <[email protected]>
  1 sibling, 1 reply; 48+ messages in thread

From: jian he @ 2024-01-30 14:15 UTC (permalink / raw)
  To: Andrei Lepikhov <[email protected]>; +Cc: Alena Rybakina <[email protected]>; Robert Haas <[email protected]>; pgsql-hackers; Alexander Korotkov <[email protected]>; Peter Geoghegan <[email protected]>; Finnerty, Jim <[email protected]>; Marcos Pegoraro <[email protected]>; [email protected]; Ranier Vilela <[email protected]>; Tomas Vondra <[email protected]>; Peter Eisentraut <[email protected]>

On Tue, Dec 5, 2023 at 6:55 PM Andrei Lepikhov
<[email protected]> wrote:
>
> Here is fresh version with the pg_dump.pl regex fixed. Now it must pass
> buildfarm.

+JumbleState *
+JumbleExpr(Expr *expr, uint64 *queryId)
+{
+ JumbleState *jstate = NULL;
+
+ Assert(queryId != NULL);
+
+ jstate = (JumbleState *) palloc(sizeof(JumbleState));
+
+ /* Set up workspace for query jumbling */
+ jstate->jumble = (unsigned char *) palloc(JUMBLE_SIZE);
+ jstate->jumble_len = 0;
+ jstate->clocations_buf_size = 32;
+ jstate->clocations = (LocationLen *)
+ palloc(jstate->clocations_buf_size * sizeof(LocationLen));
+ jstate->clocations_count = 0;
+ jstate->highest_extern_param_id = 0;
+
+ /* Compute query ID */
+ _jumbleNode(jstate, (Node *) expr);
+ *queryId = DatumGetUInt64(hash_any_extended(jstate->jumble,
+ jstate->jumble_len,
+ 0));
+
+ if (*queryId == UINT64CONST(0))
+ *queryId = UINT64CONST(1);
+
+ return jstate;
+}

+/*
+ * Hash function that's compatible with guc_name_compare
+ */
+static uint32
+orclause_hash(const void *data, Size keysize)
+{
+ OrClauseGroupKey   *key = (OrClauseGroupKey *) data;
+ uint64 hash;
+
+ (void) JumbleExpr(key->expr, &hash);
+ hash += ((uint64) key->opno + (uint64) key->exprtype) % UINT64_MAX;
+ return hash;
+}

correct me if i am wrong:
in orclause_hash, you just want to return a uint32, then why does the
JumbleExpr function return struct JumbleState.
here JumbleExpr, we just simply hash part of a Query struct,
so JumbleExpr's queryId would be confused with JumbleQuery function's queryId.

not sure the purpose of the following:
+ if (*queryId == UINT64CONST(0))
+ *queryId = UINT64CONST(1);

even if  *queryId is 0
`hash += ((uint64) key->opno + (uint64) key->exprtype) % UINT64_MAX;`
will make the hash return non-zero?

+ MemSet(&info, 0, sizeof(info));
i am not sure this is necessary.

Some comments on OrClauseGroupEntry would be great.

seems there is no doc.

create or replace function retint(int) returns int as
$func$
begin return $1 + round(10 * random()); end
$func$ LANGUAGE plpgsql;

set enable_or_transformation to on;
EXPLAIN (COSTS OFF)
SELECT count(*) FROM tenk1
WHERE thousand = 42 AND (tenthous * retint(1) = NULL OR tenthous *
retint(1) = 3) OR thousand = 41;

returns:
                                                    QUERY PLAN
-------------------------------------------------------------------------------------------------------------------
 Aggregate
   ->  Seq Scan on tenk1
         Filter: (((thousand = 42) AND ((tenthous * retint(1)) = ANY
('{NULL,3}'::integer[]))) OR (thousand = 41))
(3 rows)

Based on the query plan, retint executed once, but here it should be
executed twice?
maybe we need to use contain_volatile_functions to check through the
other part of the operator expression.

+ if (IsA(leftop, Const))
+ {
+ opno = get_commutator(opno);
+
+ if (!OidIsValid(opno))
+ {
+ /* Commuter doesn't exist, we can't reverse the order */
+ or_list = lappend(or_list, orqual);
+ continue;
+ }
+
+ nconst_expr = get_rightop(orqual);
+ const_expr = get_leftop(orqual);
+ }
+ else if (IsA(rightop, Const))
+ {
+ const_expr = get_rightop(orqual);
+ nconst_expr = get_leftop(orqual);
+ }
+ else
+ {
+ or_list = lappend(or_list, orqual);
+ continue;
+ }
do we need to skip this transformation for the const type is anyarray?





^ permalink  raw  reply  [nested|flat] 48+ messages in thread

* Re: POC, WIP: OR-clause support for indexes
@ 2024-01-31 02:55  jian he <[email protected]>
  parent: jian he <[email protected]>
  0 siblings, 1 reply; 48+ messages in thread

From: jian he @ 2024-01-31 02:55 UTC (permalink / raw)
  To: Andrei Lepikhov <[email protected]>; +Cc: Alena Rybakina <[email protected]>; Robert Haas <[email protected]>; pgsql-hackers; Alexander Korotkov <[email protected]>; Peter Geoghegan <[email protected]>; Finnerty, Jim <[email protected]>; Marcos Pegoraro <[email protected]>; [email protected]; Ranier Vilela <[email protected]>; Tomas Vondra <[email protected]>; Peter Eisentraut <[email protected]>

+/*
+ * Hash function that's compatible with guc_name_compare
+ */
+static uint32
+orclause_hash(const void *data, Size keysize)
+{
+ OrClauseGroupKey   *key = (OrClauseGroupKey *) data;
+ uint64 hash;
+
+ (void) JumbleExpr(key->expr, &hash);
+ hash += ((uint64) key->opno + (uint64) key->exprtype) % UINT64_MAX;
+ return hash;
+}

looks strange. `hash` is uint64, but here you return uint32.

based on my understanding of
https://www.postgresql.org/docs/current/xoper-optimization.html#XOPER-COMMUTATOR
I think you need move commutator check right after the `if
(get_op_rettype(opno) != BOOLOID)` branch

+ opno = ((OpExpr *) orqual)->opno;
+ if (get_op_rettype(opno) != BOOLOID)
+ {
+ /* Only operator returning boolean suits OR -> ANY transformation */
+ or_list = lappend(or_list, orqual);
+ continue;
+ }

select  po.oprname,po.oprkind,po.oprcanhash,po.oprleft::regtype,po.oprright,po.oprresult,
po1.oprname
from    pg_operator po join pg_operator po1
on      po.oprcom = po1.oid
where   po.oprresult = 16;

I am wondering, are all these types as long as the return type is bool
suitable for this transformation?





^ permalink  raw  reply  [nested|flat] 48+ messages in thread

* Re: POC, WIP: OR-clause support for indexes
@ 2024-01-31 10:15  jian he <[email protected]>
  parent: jian he <[email protected]>
  0 siblings, 1 reply; 48+ messages in thread

From: jian he @ 2024-01-31 10:15 UTC (permalink / raw)
  To: Andrei Lepikhov <[email protected]>; +Cc: Alena Rybakina <[email protected]>; Robert Haas <[email protected]>; pgsql-hackers; Alexander Korotkov <[email protected]>; Peter Geoghegan <[email protected]>; Finnerty, Jim <[email protected]>; Marcos Pegoraro <[email protected]>; [email protected]; Ranier Vilela <[email protected]>; Tomas Vondra <[email protected]>; Peter Eisentraut <[email protected]>

On Wed, Jan 31, 2024 at 10:55 AM jian he <[email protected]> wrote:
>
> based on my understanding of
> https://www.postgresql.org/docs/current/xoper-optimization.html#XOPER-COMMUTATOR
> I think you need move commutator check right after the `if
> (get_op_rettype(opno) != BOOLOID)` branch
>
I was wrong about this part. sorry for the noise.


I have made some changes (attachment).
* if the operator expression left or right side type category is
{array | domain | composite}, then don't do the transformation.
(i am not 10% sure with composite)

* if the left side of the operator expression node contains volatile
functions, then don't do the transformation.

* some other minor  cosmetic changes.


Attachments:

  [application/octet-stream] v14_comments.no-cfbot (2.5K, ../../CACJufxFrZS07oBHMk1_c8P3A84VZ3ysXiZV8NeU6gAnvu+HsVA@mail.gmail.com/2-v14_comments.no-cfbot)
  download

^ permalink  raw  reply  [nested|flat] 48+ messages in thread

* Re: POC, WIP: OR-clause support for indexes
@ 2024-01-31 11:10  Alena Rybakina <[email protected]>
  parent: jian he <[email protected]>
  0 siblings, 1 reply; 48+ messages in thread

From: Alena Rybakina @ 2024-01-31 11:10 UTC (permalink / raw)
  To: jian he <[email protected]>; +Cc: Andrei Lepikhov <[email protected]>; Robert Haas <[email protected]>; pgsql-hackers; Alexander Korotkov <[email protected]>; Peter Geoghegan <[email protected]>; Finnerty, Jim <[email protected]>; Marcos Pegoraro <[email protected]>; [email protected]; Ranier Vilela <[email protected]>; Tomas Vondra <[email protected]>; Peter Eisentraut <[email protected]>

Hi, thank you for your review and interest in this subject.

On 31.01.2024 13:15, jian he wrote:
> On Wed, Jan 31, 2024 at 10:55 AM jian he<[email protected]>  wrote:
>> based on my understanding of
>> https://www.postgresql.org/docs/current/xoper-optimization.html#XOPER-COMMUTATOR
>> I think you need move commutator check right after the `if
>> (get_op_rettype(opno) != BOOLOID)` branch
>>
> I was wrong about this part. sorry for the noise.
>
>
> I have made some changes (attachment).
> * if the operator expression left or right side type category is
> {array | domain | composite}, then don't do the transformation.
> (i am not 10% sure with composite)

To be honest, I'm not sure about this check, because we check the type 
of variable there:

if (!IsA(orqual, OpExpr))
         {
             or_list = lappend(or_list, orqual);
             continue;
         }
And below:
if (IsA(leftop, Const))
         {
             opno = get_commutator(opno);

             if (!OidIsValid(opno))
             {
                 /* Commuter doesn't exist, we can't reverse the order */
                 or_list = lappend(or_list, orqual);
                 continue;
             }

             nconst_expr = get_rightop(orqual);
             const_expr = get_leftop(orqual);
         }
         else if (IsA(rightop, Const))
         {
             const_expr = get_rightop(orqual);
             nconst_expr = get_leftop(orqual);
         }
         else
         {
             or_list = lappend(or_list, orqual);
             continue;
         }

Isn't that enough?

Besides, some of examples (with ARRAY) works fine:

postgres=# CREATE TABLE sal_emp (
     pay_by_quarter  integer[],
     pay_by_quater1 integer[]
);
CREATE TABLE
postgres=# INSERT INTO sal_emp
     VALUES (
     '{10000, 10000, 10000, 10000}',
     '{1,2,3,4}');
INSERT 0 1
postgres=# select * from sal_emp where pay_by_quarter[1] = 10000 or 
pay_by_quarter[1]=2;
       pay_by_quarter       | pay_by_quater1
---------------------------+----------------
  {10000,10000,10000,10000} | {1,2,3,4}
(1 row)

postgres=# explain select * from sal_emp where pay_by_quarter[1] = 10000 
or pay_by_quarter[1]=2;
                           QUERY PLAN
--------------------------------------------------------------
  Seq Scan on sal_emp  (cost=0.00..21.00 rows=9 width=64)
    Filter: (pay_by_quarter[1] = ANY ('{10000,2}'::integer[]))
(2 rows)

> * if the left side of the operator expression node contains volatile
> functions, then don't do the transformation.

I'm also not sure about the volatility check function, because we 
perform such a conversion at the parsing stage, and at this stage we 
don't have a RelOptInfo variable and especially a RestictInfo such as 
PathTarget.

Speaking of NextValueExpr, I couldn't find any examples where the 
current patch wouldn't work. I wrote one of them below:

postgres=# create table foo (f1 int, f2 int generated always as identity);
CREATE TABLE
postgres=# insert into foo values(1);
INSERT 0 1

postgres=# explain verbose update foo set f1 = 2 where f1=1 or f1=2 ;
                             QUERY PLAN
-------------------------------------------------------------------
  Update on public.foo  (cost=0.00..38.25 rows=0 width=0)
    ->  Seq Scan on public.foo  (cost=0.00..38.25 rows=23 width=10)
          Output: 2, ctid
          Filter: (foo.f1 = ANY ('{1,2}'::integer[]))
(4 rows)

Maybe I missed something. Do you have any examples?

> * some other minor  cosmetic changes.
Thank you, I agree with them.

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


^ permalink  raw  reply  [nested|flat] 48+ messages in thread

* Re: POC, WIP: OR-clause support for indexes
@ 2024-02-01 05:00  jian he <[email protected]>
  parent: Alena Rybakina <[email protected]>
  0 siblings, 1 reply; 48+ messages in thread

From: jian he @ 2024-02-01 05:00 UTC (permalink / raw)
  To: Alena Rybakina <[email protected]>; +Cc: Andrei Lepikhov <[email protected]>; Robert Haas <[email protected]>; pgsql-hackers; Alexander Korotkov <[email protected]>; Peter Geoghegan <[email protected]>; Finnerty, Jim <[email protected]>; Marcos Pegoraro <[email protected]>; [email protected]; Ranier Vilela <[email protected]>; Tomas Vondra <[email protected]>; Peter Eisentraut <[email protected]>

On Wed, Jan 31, 2024 at 7:10 PM Alena Rybakina
<[email protected]> wrote:
>
> Hi, thank you for your review and interest in this subject.
>
> On 31.01.2024 13:15, jian he wrote:
>
> On Wed, Jan 31, 2024 at 10:55 AM jian he <[email protected]> wrote:
>
> based on my understanding of
> https://www.postgresql.org/docs/current/xoper-optimization.html#XOPER-COMMUTATOR
> I think you need move commutator check right after the `if
> (get_op_rettype(opno) != BOOLOID)` branch
>
> I was wrong about this part. sorry for the noise.
>
>
> I have made some changes (attachment).
> * if the operator expression left or right side type category is
> {array | domain | composite}, then don't do the transformation.
> (i am not 10% sure with composite)
>
> To be honest, I'm not sure about this check, because we check the type of variable there:
>
> if (!IsA(orqual, OpExpr))
>         {
>             or_list = lappend(or_list, orqual);
>             continue;
>         }
> And below:
> if (IsA(leftop, Const))
>         {
>             opno = get_commutator(opno);
>
>             if (!OidIsValid(opno))
>             {
>                 /* Commuter doesn't exist, we can't reverse the order */
>                 or_list = lappend(or_list, orqual);
>                 continue;
>             }
>
>             nconst_expr = get_rightop(orqual);
>             const_expr = get_leftop(orqual);
>         }
>         else if (IsA(rightop, Const))
>         {
>             const_expr = get_rightop(orqual);
>             nconst_expr = get_leftop(orqual);
>         }
>         else
>         {
>             or_list = lappend(or_list, orqual);
>             continue;
>         }
>
> Isn't that enough?

alter table tenk1 add column arr int[];
set enable_or_transformation to on;
EXPLAIN (COSTS OFF)
SELECT count(*) FROM tenk1
WHERE arr = '{1,2,3}' or arr = '{1,2}';

the above query will not do the OR transformation. because array type
doesn't have array type.
`
scalar_type = entry->key.exprtype;
if (scalar_type != RECORDOID && OidIsValid(scalar_type))
array_type = get_array_type(scalar_type);
else
array_type = InvalidOid;
`

If either side of the operator expression is array or array related type,
we can be sure it cannot do the transformation
(get_array_type will return InvalidOid for anyarray type).
we can check it earlier, so hash related code will not be invoked for
array related types.


> Besides, some of examples (with ARRAY) works fine:
>
> postgres=# CREATE TABLE sal_emp (
>     pay_by_quarter  integer[],
>     pay_by_quater1 integer[]
> );
> CREATE TABLE
> postgres=# INSERT INTO sal_emp
>     VALUES (
>     '{10000, 10000, 10000, 10000}',
>     '{1,2,3,4}');
> INSERT 0 1
> postgres=# select * from sal_emp where pay_by_quarter[1] = 10000 or pay_by_quarter[1]=2;
>       pay_by_quarter       | pay_by_quater1
> ---------------------------+----------------
>  {10000,10000,10000,10000} | {1,2,3,4}
> (1 row)
>
> postgres=# explain select * from sal_emp where pay_by_quarter[1] = 10000 or pay_by_quarter[1]=2;
>                           QUERY PLAN
> --------------------------------------------------------------
>  Seq Scan on sal_emp  (cost=0.00..21.00 rows=9 width=64)
>    Filter: (pay_by_quarter[1] = ANY ('{10000,2}'::integer[]))
> (2 rows)
>
> * if the left side of the operator expression node contains volatile
> functions, then don't do the transformation.
>
> I'm also not sure about the volatility check function, because we perform such a conversion at the parsing stage, and at this stage we don't have a RelOptInfo variable and especially a RestictInfo such as PathTarget.
>
 see the example in here:
https://www.postgresql.org/message-id/CACJufxGXhJ823cdAdp2Ho7qC-HZ3_-dtdj-myaAi_u9RQLn45g%40mail.gma...

set enable_or_transformation to on;
create or replace function retint(int) returns int as
$func$
begin raise notice 'hello';
        return $1 + round(10 * random()); end
$func$ LANGUAGE plpgsql;

SELECT count(*) FROM tenk1 WHERE thousand = 42;
will return 10 rows.

SELECT count(*) FROM tenk1 WHERE thousand = 42 AND (retint(1) = 4 OR
retint(1) = 3);
this query I should return 20 notices 'hello', but now only 10.

EXPLAIN (COSTS OFF)
SELECT count(*) FROM tenk1
WHERE thousand = 42 AND (retint(1) = 4 OR  retint(1) = 3);
                                  QUERY PLAN
------------------------------------------------------------------------------
 Aggregate
   ->  Seq Scan on tenk1
         Filter: ((thousand = 42) AND (retint(1) = ANY ('{4,3}'::integer[])))
(3 rows)






^ permalink  raw  reply  [nested|flat] 48+ messages in thread

* Re: POC, WIP: OR-clause support for indexes
@ 2024-02-02 19:06  Alena Rybakina <[email protected]>
  parent: jian he <[email protected]>
  0 siblings, 1 reply; 48+ messages in thread

From: Alena Rybakina @ 2024-02-02 19:06 UTC (permalink / raw)
  To: jian he <[email protected]>; +Cc: Andrei Lepikhov <[email protected]>; Robert Haas <[email protected]>; pgsql-hackers; Alexander Korotkov <[email protected]>; Peter Geoghegan <[email protected]>; Finnerty, Jim <[email protected]>; Marcos Pegoraro <[email protected]>; [email protected]; Ranier Vilela <[email protected]>; Tomas Vondra <[email protected]>; Peter Eisentraut <[email protected]>


On 01.02.2024 08:00, jian he wrote:
> On Wed, Jan 31, 2024 at 7:10 PM Alena Rybakina
> <[email protected]>  wrote:
>> Hi, thank you for your review and interest in this subject.
>>
>> On 31.01.2024 13:15, jian he wrote:
>>
>> On Wed, Jan 31, 2024 at 10:55 AM jian he<[email protected]>  wrote:
>>
>> based on my understanding of
>> https://www.postgresql.org/docs/current/xoper-optimization.html#XOPER-COMMUTATOR
>> I think you need move commutator check right after the `if
>> (get_op_rettype(opno) != BOOLOID)` branch
>>
>> I was wrong about this part. sorry for the noise.
>>
>>
>> I have made some changes (attachment).
>> * if the operator expression left or right side type category is
>> {array | domain | composite}, then don't do the transformation.
>> (i am not 10% sure with composite)
>>
>> To be honest, I'm not sure about this check, because we check the type of variable there:
>>
>> if (!IsA(orqual, OpExpr))
>>          {
>>              or_list = lappend(or_list, orqual);
>>              continue;
>>          }
>> And below:
>> if (IsA(leftop, Const))
>>          {
>>              opno = get_commutator(opno);
>>
>>              if (!OidIsValid(opno))
>>              {
>>                  /* Commuter doesn't exist, we can't reverse the order */
>>                  or_list = lappend(or_list, orqual);
>>                  continue;
>>              }
>>
>>              nconst_expr = get_rightop(orqual);
>>              const_expr = get_leftop(orqual);
>>          }
>>          else if (IsA(rightop, Const))
>>          {
>>              const_expr = get_rightop(orqual);
>>              nconst_expr = get_leftop(orqual);
>>          }
>>          else
>>          {
>>              or_list = lappend(or_list, orqual);
>>              continue;
>>          }
>>
>> Isn't that enough?
> alter table tenk1 add column arr int[];
> set enable_or_transformation to on;
> EXPLAIN (COSTS OFF)
> SELECT count(*) FROM tenk1
> WHERE arr = '{1,2,3}' or arr = '{1,2}';
>
> the above query will not do the OR transformation. because array type
> doesn't have array type.
> `
> scalar_type = entry->key.exprtype;
> if (scalar_type != RECORDOID && OidIsValid(scalar_type))
> array_type = get_array_type(scalar_type);
> else
> array_type = InvalidOid;
> `
>
> If either side of the operator expression is array or array related type,
> we can be sure it cannot do the transformation
> (get_array_type will return InvalidOid for anyarray type).
> we can check it earlier, so hash related code will not be invoked for
> array related types.
Agree.
>> Besides, some of examples (with ARRAY) works fine:
>>
>> postgres=# CREATE TABLE sal_emp (
>>      pay_by_quarter  integer[],
>>      pay_by_quater1 integer[]
>> );
>> CREATE TABLE
>> postgres=# INSERT INTO sal_emp
>>      VALUES (
>>      '{10000, 10000, 10000, 10000}',
>>      '{1,2,3,4}');
>> INSERT 0 1
>> postgres=# select * from sal_emp where pay_by_quarter[1] = 10000 or pay_by_quarter[1]=2;
>>        pay_by_quarter       | pay_by_quater1
>> ---------------------------+----------------
>>   {10000,10000,10000,10000} | {1,2,3,4}
>> (1 row)
>>
>> postgres=# explain select * from sal_emp where pay_by_quarter[1] = 10000 or pay_by_quarter[1]=2;
>>                            QUERY PLAN
>> --------------------------------------------------------------
>>   Seq Scan on sal_emp  (cost=0.00..21.00 rows=9 width=64)
>>     Filter: (pay_by_quarter[1] = ANY ('{10000,2}'::integer[]))
>> (2 rows)
>>
>> * if the left side of the operator expression node contains volatile
>> functions, then don't do the transformation.
>>
>> I'm also not sure about the volatility check function, because we perform such a conversion at the parsing stage, and at this stage we don't have a RelOptInfo variable and especially a RestictInfo such as PathTarget.
>>
>   see the example in here:
> https://www.postgresql.org/message-id/CACJufxGXhJ823cdAdp2Ho7qC-HZ3_-dtdj-myaAi_u9RQLn45g%40mail.gma...
>
> set enable_or_transformation to on;
> create or replace function retint(int) returns int as
> $func$
> begin raise notice 'hello';
>          return $1 + round(10 * random()); end
> $func$ LANGUAGE plpgsql;
>
> SELECT count(*) FROM tenk1 WHERE thousand = 42;
> will return 10 rows.
>
> SELECT count(*) FROM tenk1 WHERE thousand = 42 AND (retint(1) = 4 OR
> retint(1) = 3);
> this query I should return 20 notices 'hello', but now only 10.
>
> EXPLAIN (COSTS OFF)
> SELECT count(*) FROM tenk1
> WHERE thousand = 42 AND (retint(1) = 4 OR  retint(1) = 3);
>                                    QUERY PLAN
> ------------------------------------------------------------------------------
>   Aggregate
>     ->  Seq Scan on tenk1
>           Filter: ((thousand = 42) AND (retint(1) = ANY ('{4,3}'::integer[])))
> (3 rows)

Agree.

I added your code to the patch.

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


Attachments:

  [text/x-patch] v15-1-0001-Transform-OR-clause-to-ANY-expressions.patch (59.2K, ../../[email protected]/3-v15-1-0001-Transform-OR-clause-to-ANY-expressions.patch)
  download | inline diff:
From 0fcad72153c9eaaf436e5b417c803a70fbeaf8ac Mon Sep 17 00:00:00 2001
From: Alena Rybakina <[email protected]>
Date: Fri, 2 Feb 2024 22:01:09 +0300
Subject: [PATCH] Transform OR clause to ANY expressions.

Replace (expr op C1) OR (expr op C2) ... with expr op ANY(C1, C2, ...) on the
preliminary stage of optimization when we are still working with the tree
expression.
Here C<X> is a constant expression, 'expr' is non-constant expression, 'op' is
an operator which returns boolean result and has a commuter (for the case of
reverse order of constant and non-constant parts of the expression,
like 'CX op expr').
Sometimes it can lead to not optimal plan. But we think it is better to have
array of elements instead of a lot of OR clauses. Here is a room for further
optimizations on decomposing that array into more optimal parts.
Authors: Alena Rybakina <[email protected]>, Andrey Lepikhov <[email protected]>
Reviewed-by: Peter Geoghegan <[email protected]>, Ranier Vilela <[email protected]>
Reviewed-by: Alexander Korotkov <[email protected]>, Robert Haas <[email protected]>
Reviewed-by: jian he <[email protected]>
---
 .../postgres_fdw/expected/postgres_fdw.out    |  16 +-
 src/backend/nodes/queryjumblefuncs.c          |  30 ++
 src/backend/parser/parse_expr.c               | 340 +++++++++++++++++-
 src/backend/utils/misc/guc_tables.c           |  11 +
 src/backend/utils/misc/postgresql.conf.sample |   1 +
 src/bin/pg_dump/t/002_pg_dump.pl              |   6 +-
 src/include/nodes/queryjumble.h               |   1 +
 src/include/parser/parse_expr.h               |   1 +
 src/test/regress/expected/create_index.out    | 156 +++++++-
 src/test/regress/expected/inherit.out         |   2 +-
 src/test/regress/expected/join.out            |  62 +++-
 src/test/regress/expected/partition_prune.out | 219 +++++++++--
 src/test/regress/expected/rules.out           |   4 +-
 src/test/regress/expected/stats_ext.out       |  12 +-
 src/test/regress/expected/sysviews.out        |   3 +-
 src/test/regress/expected/tidscan.out         |  23 +-
 src/test/regress/sql/create_index.sql         |  35 ++
 src/test/regress/sql/join.sql                 |  10 +
 src/test/regress/sql/partition_prune.sql      |  22 ++
 src/test/regress/sql/tidscan.sql              |   6 +
 src/tools/pgindent/typedefs.list              |   2 +
 21 files changed, 892 insertions(+), 70 deletions(-)

diff --git a/contrib/postgres_fdw/expected/postgres_fdw.out b/contrib/postgres_fdw/expected/postgres_fdw.out
index b5a38aeb214..a07aefc9e51 100644
--- a/contrib/postgres_fdw/expected/postgres_fdw.out
+++ b/contrib/postgres_fdw/expected/postgres_fdw.out
@@ -1349,7 +1349,7 @@ SELECT t1.c1, t1.c2, t2.c1, t2.c2 FROM ft4 t1 LEFT JOIN (SELECT * FROM ft5 WHERE
  Foreign Scan
    Output: t1.c1, t1.c2, ft5.c1, ft5.c2
    Relations: (public.ft4 t1) LEFT JOIN (public.ft5)
-   Remote SQL: SELECT r1.c1, r1.c2, r4.c1, r4.c2 FROM ("S 1"."T 3" r1 LEFT JOIN "S 1"."T 4" r4 ON (((r1.c1 = r4.c1)) AND ((r4.c1 < 10)))) WHERE (((r4.c1 < 10) OR (r4.c1 IS NULL))) AND ((r1.c1 < 10))
+   Remote SQL: SELECT r1.c1, r1.c2, r4.c1, r4.c2 FROM ("S 1"."T 3" r1 LEFT JOIN "S 1"."T 4" r4 ON (((r1.c1 = r4.c1)) AND ((r4.c1 < 10)))) WHERE (((r4.c1 IS NULL) OR (r4.c1 < 10))) AND ((r1.c1 < 10))
 (4 rows)
 
 SELECT t1.c1, t1.c2, t2.c1, t2.c2 FROM ft4 t1 LEFT JOIN (SELECT * FROM ft5 WHERE c1 < 10) t2 ON (t1.c1 = t2.c1)
@@ -3105,7 +3105,7 @@ select array_agg(distinct (t1.c1)%5) from ft4 t1 full join ft5 t2 on (t1.c1 = t2
  Foreign Scan
    Output: (array_agg(DISTINCT (t1.c1 % 5))), ((t2.c1 % 3))
    Relations: Aggregate on ((public.ft4 t1) FULL JOIN (public.ft5 t2))
-   Remote SQL: SELECT array_agg(DISTINCT (r1.c1 % 5)), (r2.c1 % 3) FROM ("S 1"."T 3" r1 FULL JOIN "S 1"."T 4" r2 ON (((r1.c1 = r2.c1)))) WHERE (((r1.c1 < 20) OR ((r1.c1 IS NULL) AND (r2.c1 < 5)))) GROUP BY 2 ORDER BY array_agg(DISTINCT (r1.c1 % 5)) ASC NULLS LAST
+   Remote SQL: SELECT array_agg(DISTINCT (r1.c1 % 5)), (r2.c1 % 3) FROM ("S 1"."T 3" r1 FULL JOIN "S 1"."T 4" r2 ON (((r1.c1 = r2.c1)))) WHERE ((((r1.c1 IS NULL) AND (r2.c1 < 5)) OR (r1.c1 < 20))) GROUP BY 2 ORDER BY array_agg(DISTINCT (r1.c1 % 5)) ASC NULLS LAST
 (4 rows)
 
 select array_agg(distinct (t1.c1)%5) from ft4 t1 full join ft5 t2 on (t1.c1 = t2.c1) where t1.c1 < 20 or (t1.c1 is null and t2.c1 < 5) group by (t2.c1)%3 order by 1;
@@ -3123,7 +3123,7 @@ select array_agg(distinct (t1.c1)%5 order by (t1.c1)%5) from ft4 t1 full join ft
  Foreign Scan
    Output: (array_agg(DISTINCT (t1.c1 % 5) ORDER BY (t1.c1 % 5))), ((t2.c1 % 3))
    Relations: Aggregate on ((public.ft4 t1) FULL JOIN (public.ft5 t2))
-   Remote SQL: SELECT array_agg(DISTINCT (r1.c1 % 5) ORDER BY ((r1.c1 % 5)) ASC NULLS LAST), (r2.c1 % 3) FROM ("S 1"."T 3" r1 FULL JOIN "S 1"."T 4" r2 ON (((r1.c1 = r2.c1)))) WHERE (((r1.c1 < 20) OR ((r1.c1 IS NULL) AND (r2.c1 < 5)))) GROUP BY 2 ORDER BY array_agg(DISTINCT (r1.c1 % 5) ORDER BY ((r1.c1 % 5)) ASC NULLS LAST) ASC NULLS LAST
+   Remote SQL: SELECT array_agg(DISTINCT (r1.c1 % 5) ORDER BY ((r1.c1 % 5)) ASC NULLS LAST), (r2.c1 % 3) FROM ("S 1"."T 3" r1 FULL JOIN "S 1"."T 4" r2 ON (((r1.c1 = r2.c1)))) WHERE ((((r1.c1 IS NULL) AND (r2.c1 < 5)) OR (r1.c1 < 20))) GROUP BY 2 ORDER BY array_agg(DISTINCT (r1.c1 % 5) ORDER BY ((r1.c1 % 5)) ASC NULLS LAST) ASC NULLS LAST
 (4 rows)
 
 select array_agg(distinct (t1.c1)%5 order by (t1.c1)%5) from ft4 t1 full join ft5 t2 on (t1.c1 = t2.c1) where t1.c1 < 20 or (t1.c1 is null and t2.c1 < 5) group by (t2.c1)%3 order by 1;
@@ -3140,7 +3140,7 @@ select array_agg(distinct (t1.c1)%5 order by (t1.c1)%5 desc nulls last) from ft4
  Foreign Scan
    Output: (array_agg(DISTINCT (t1.c1 % 5) ORDER BY (t1.c1 % 5) DESC NULLS LAST)), ((t2.c1 % 3))
    Relations: Aggregate on ((public.ft4 t1) FULL JOIN (public.ft5 t2))
-   Remote SQL: SELECT array_agg(DISTINCT (r1.c1 % 5) ORDER BY ((r1.c1 % 5)) DESC NULLS LAST), (r2.c1 % 3) FROM ("S 1"."T 3" r1 FULL JOIN "S 1"."T 4" r2 ON (((r1.c1 = r2.c1)))) WHERE (((r1.c1 < 20) OR ((r1.c1 IS NULL) AND (r2.c1 < 5)))) GROUP BY 2 ORDER BY array_agg(DISTINCT (r1.c1 % 5) ORDER BY ((r1.c1 % 5)) DESC NULLS LAST) ASC NULLS LAST
+   Remote SQL: SELECT array_agg(DISTINCT (r1.c1 % 5) ORDER BY ((r1.c1 % 5)) DESC NULLS LAST), (r2.c1 % 3) FROM ("S 1"."T 3" r1 FULL JOIN "S 1"."T 4" r2 ON (((r1.c1 = r2.c1)))) WHERE ((((r1.c1 IS NULL) AND (r2.c1 < 5)) OR (r1.c1 < 20))) GROUP BY 2 ORDER BY array_agg(DISTINCT (r1.c1 % 5) ORDER BY ((r1.c1 % 5)) DESC NULLS LAST) ASC NULLS LAST
 (4 rows)
 
 select array_agg(distinct (t1.c1)%5 order by (t1.c1)%5 desc nulls last) from ft4 t1 full join ft5 t2 on (t1.c1 = t2.c1) where t1.c1 < 20 or (t1.c1 is null and t2.c1 < 5) group by (t2.c1)%3 order by 1;
@@ -8797,18 +8797,18 @@ insert into utrtest values (2, 'qux');
 -- Check case where the foreign partition is a subplan target rel
 explain (verbose, costs off)
 update utrtest set a = 1 where a = 1 or a = 2 returning *;
-                                             QUERY PLAN                                             
-----------------------------------------------------------------------------------------------------
+                                                  QUERY PLAN                                                  
+--------------------------------------------------------------------------------------------------------------
  Update on public.utrtest
    Output: utrtest_1.a, utrtest_1.b
    Foreign Update on public.remp utrtest_1
    Update on public.locp utrtest_2
    ->  Append
          ->  Foreign Update on public.remp utrtest_1
-               Remote SQL: UPDATE public.loct SET a = 1 WHERE (((a = 1) OR (a = 2))) RETURNING a, b
+               Remote SQL: UPDATE public.loct SET a = 1 WHERE ((a = ANY ('{1,2}'::integer[]))) RETURNING a, b
          ->  Seq Scan on public.locp utrtest_2
                Output: 1, utrtest_2.tableoid, utrtest_2.ctid, NULL::record
-               Filter: ((utrtest_2.a = 1) OR (utrtest_2.a = 2))
+               Filter: (utrtest_2.a = ANY ('{1,2}'::integer[]))
 (10 rows)
 
 -- The new values are concatenated with ' triggered !'
diff --git a/src/backend/nodes/queryjumblefuncs.c b/src/backend/nodes/queryjumblefuncs.c
index e489bfceb56..4e77cfe925c 100644
--- a/src/backend/nodes/queryjumblefuncs.c
+++ b/src/backend/nodes/queryjumblefuncs.c
@@ -135,6 +135,36 @@ JumbleQuery(Query *query)
 	return jstate;
 }
 
+JumbleState *
+JumbleExpr(Expr *expr, uint64 *queryId)
+{
+	JumbleState *jstate = NULL;
+
+	Assert(queryId != NULL);
+
+	jstate = (JumbleState *) palloc(sizeof(JumbleState));
+
+	/* Set up workspace for query jumbling */
+	jstate->jumble = (unsigned char *) palloc(JUMBLE_SIZE);
+	jstate->jumble_len = 0;
+	jstate->clocations_buf_size = 32;
+	jstate->clocations = (LocationLen *)
+		palloc(jstate->clocations_buf_size * sizeof(LocationLen));
+	jstate->clocations_count = 0;
+	jstate->highest_extern_param_id = 0;
+
+	/* Compute query ID */
+	_jumbleNode(jstate, (Node *) expr);
+	*queryId = DatumGetUInt64(hash_any_extended(jstate->jumble,
+												jstate->jumble_len,
+												0));
+
+	if (*queryId == UINT64CONST(0))
+		*queryId = UINT64CONST(1);
+
+	return jstate;
+}
+
 /*
  * Enables query identifier computation.
  *
diff --git a/src/backend/parser/parse_expr.c b/src/backend/parser/parse_expr.c
index 9300c7b9abc..fb199230cbf 100644
--- a/src/backend/parser/parse_expr.c
+++ b/src/backend/parser/parse_expr.c
@@ -16,12 +16,14 @@
 #include "postgres.h"
 
 #include "catalog/pg_aggregate.h"
+#include "catalog/pg_operator.h"
 #include "catalog/pg_proc.h"
 #include "catalog/pg_type.h"
 #include "commands/dbcommands.h"
 #include "miscadmin.h"
 #include "nodes/makefuncs.h"
 #include "nodes/nodeFuncs.h"
+#include "nodes/queryjumble.h"
 #include "optimizer/optimizer.h"
 #include "parser/analyze.h"
 #include "parser/parse_agg.h"
@@ -38,11 +40,13 @@
 #include "utils/date.h"
 #include "utils/fmgroids.h"
 #include "utils/lsyscache.h"
+#include "utils/syscache.h"
 #include "utils/timestamp.h"
 #include "utils/xml.h"
 
 /* GUC parameters */
 bool		Transform_null_equals = false;
+bool		enable_or_transformation = true;
 
 
 static Node *transformExprRecurse(ParseState *pstate, Node *expr);
@@ -99,6 +103,340 @@ static Expr *make_distinct_op(ParseState *pstate, List *opname,
 static Node *make_nulltest_from_distinct(ParseState *pstate,
 										 A_Expr *distincta, Node *arg);
 
+typedef struct OrClauseGroupKey
+{
+	Expr   *expr; /* Pointer to the expression tree which has been a source for
+					the hashkey value */
+	Oid		opno;
+	Oid		exprtype;
+} OrClauseGroupKey;
+
+typedef struct OrClauseGroupEntry
+{
+	OrClauseGroupKey key;
+
+	Node		   *node;
+	List		   *consts;
+	Oid				scalar_type;
+	List 		   *exprs;
+} OrClauseGroupEntry;
+
+/*
+ * Hash function that's compatible with guc_name_compare
+ */
+static uint32
+orclause_hash(const void *data, Size keysize)
+{
+	OrClauseGroupKey   *key = (OrClauseGroupKey *) data;
+	uint64				hash;
+
+	(void) JumbleExpr(key->expr, &hash);
+	hash += ((uint64) key->opno + (uint64) key->exprtype) % UINT64_MAX;
+	return hash;
+}
+
+static void *
+orclause_keycopy(void *dest, const void *src, Size keysize)
+{
+	OrClauseGroupKey *src_key = (OrClauseGroupKey *) src;
+	OrClauseGroupKey *dst_key = (OrClauseGroupKey *) dest;
+
+	Assert(sizeof(OrClauseGroupKey) == keysize);
+
+	dst_key->expr = src_key->expr;
+	dst_key->opno = src_key->opno;
+	dst_key->exprtype = src_key->exprtype;
+	return dst_key;
+}
+
+/*
+ * Dynahash match function to use in guc_hashtab
+ */
+static int
+orclause_match(const void *data1, const void *data2, Size keysize)
+{
+	OrClauseGroupKey   *key1 = (OrClauseGroupKey *) data1;
+	OrClauseGroupKey   *key2 = (OrClauseGroupKey *) data2;
+
+	Assert(sizeof(OrClauseGroupKey) == keysize);
+
+	if (key1->opno == key2->opno && key1->exprtype == key2->exprtype &&
+		equal(key1->expr, key2->expr))
+		return 0;
+
+	return 1;
+}
+
+static Node *
+transformBoolExprOr(ParseState *pstate, BoolExpr *expr)
+{
+	List				   *or_list = NIL;
+	List				   *entries = NIL;
+	ListCell			   *lc;
+	HASHCTL					info;
+	HTAB 				   *or_group_htab = NULL;
+	int 					len_ors = list_length(expr->args);
+	OrClauseGroupEntry	   *entry = NULL;
+
+	/* If this is not an 'OR' expression, skip the transformation */
+	if (!enable_or_transformation || expr->boolop != OR_EXPR || len_ors < 2)
+		return transformBoolExpr(pstate, (BoolExpr *) expr);
+
+	MemSet(&info, 0, sizeof(info));
+	info.keysize = sizeof(OrClauseGroupKey);
+	info.entrysize = sizeof(OrClauseGroupEntry);
+	info.hash = orclause_hash;
+	info.keycopy = orclause_keycopy;
+	info.match = orclause_match;
+	or_group_htab = hash_create("OR Groups",
+								len_ors,
+								&info,
+								HASH_ELEM | HASH_FUNCTION | HASH_COMPARE | HASH_KEYCOPY);
+
+	foreach(lc, expr->args)
+	{
+		Node				   *arg = lfirst(lc);
+		Node				   *orqual;
+		Node				   *const_expr;
+		Node				   *nconst_expr;
+		OrClauseGroupKey		hashkey;
+		bool					found;
+		Oid						opno;
+		TYPCATEGORY 			category;
+		Node				   *leftop, *rightop;
+
+		/* At first, transform the arg and evaluate constant expressions. */
+		orqual = transformExprRecurse(pstate, (Node *) arg);
+		orqual = coerce_to_boolean(pstate, orqual, "OR");
+
+		if (!IsA(orqual, OpExpr))
+		{
+			or_list = lappend(or_list, orqual);
+			continue;
+		}
+
+		opno = ((OpExpr *) orqual)->opno;
+		if (get_op_rettype(opno) != BOOLOID)
+		{
+			/* Only operator returning boolean suits OR -> ANY transformation */
+			or_list = lappend(or_list, orqual);
+			continue;
+		}
+
+		/*
+		 * Detect the constant side of the clause. Recall non-constant
+		 * expression can be made not only with Vars, but also with Params,
+		 * which is not bonded with any relation. Thus, we detect the const
+		 * side - if another side is constant too, the orqual couldn't be
+		 * an OpExpr.
+		 * Get pointers to constant and expression sides of the qual.
+		 */
+		leftop = get_leftop(orqual);
+		if (IsA(leftop, RelabelType))
+			leftop = (Node *) ((RelabelType *) leftop)->arg;
+		rightop = get_rightop(orqual);
+		if (IsA(rightop, RelabelType))
+			rightop = (Node *) ((RelabelType *) rightop)->arg;
+
+		if (IsA(leftop, Const))
+		{
+			opno = get_commutator(opno);
+
+			if (!OidIsValid(opno))
+			{
+				/* commutator doesn't exist, we can't reverse the order */
+				or_list = lappend(or_list, orqual);
+				continue;
+			}
+
+			nconst_expr = get_rightop(orqual);
+			const_expr = get_leftop(orqual);
+		}
+		else if (IsA(rightop, Const))
+		{
+			const_expr = get_rightop(orqual);
+			nconst_expr = get_leftop(orqual);
+		}
+		else
+		{
+			or_list = lappend(or_list, orqual);
+			continue;
+		}
+
+		/* transformation only works with both side type is not { array | compoiste | domain } */
+		category = TypeCategory(exprType(const_expr));
+		if (category == TYPCATEGORY_ARRAY || category == TYPTYPE_DOMAIN
+			|| category == TYPTYPE_COMPOSITE)
+		{
+			or_list = lappend(or_list, orqual);
+			continue;
+		}
+
+		category = TypeCategory(exprType(nconst_expr));
+		if (category == TYPCATEGORY_ARRAY || category == TYPTYPE_DOMAIN
+			|| category == TYPTYPE_COMPOSITE)
+		{
+			or_list = lappend(or_list, orqual);
+			continue;
+		}
+
+		/*
+		 * if the non-const (left side of operator expression) contain voltain functions
+		 * then we cannot do the transformation
+		*/
+		if (contain_volatile_functions((Node *) nconst_expr))
+		{
+			or_list = lappend(or_list, orqual);
+			continue;
+		}
+
+		/*
+		* At this point we definitely have a transformable clause.
+		* Classify it and add into specific group of clauses, or create new
+		* group.
+		*/
+		hashkey.expr = (Expr *) nconst_expr;
+		hashkey.opno = opno;
+		hashkey.exprtype = exprType(nconst_expr);
+		entry = hash_search(or_group_htab, &hashkey, HASH_ENTER, &found);
+
+		if (unlikely(found))
+		{
+			entry->consts = lappend(entry->consts, const_expr);
+			entry->exprs = lappend(entry->exprs, orqual);
+		}
+		else
+		{
+			entry->node = nconst_expr;
+			entry->consts = list_make1(const_expr);
+			entry->exprs = list_make1(orqual);
+
+			/*
+			 * Add the entry to the list. It is needed exclusively to manage the
+			 * problem with the order of transformed clauses in explain.
+			 * Hash value can depend on the platform and version. Hence,
+			 * sequental scan of the hash table would prone to change the order
+			 * of clauses in lists and, as a result, break regression tests
+			 * accidentially.
+			 */
+			entries = lappend(entries, entry);
+		}
+	}
+
+	/* Let's convert each group of clauses to an IN operation. */
+
+	/*
+	 * Go through the list of groups and convert each, where number of
+	 * consts more than 1. trivial groups move to OR-list again
+	 */
+
+	foreach (lc, entries)
+	{
+		Oid				    scalar_type;
+		Oid					array_type;
+
+		entry = (OrClauseGroupEntry *) lfirst(lc);
+
+		Assert(list_length(entry->consts) > 0);
+		Assert(list_length(entry->exprs) == list_length(entry->consts));
+
+		if (list_length(entry->consts) == 1)
+		{
+			/*
+			 * Only one element in the class. Return origin expression into
+			 * the BoolExpr args list unchanged.
+			 */
+			list_free(entry->consts);
+			or_list = list_concat(or_list, entry->exprs);
+			continue;
+		}
+
+		/*
+		 * Do the transformation.
+		 */
+
+		scalar_type = entry->key.exprtype;
+		if (scalar_type != RECORDOID && OidIsValid(scalar_type))
+			array_type = get_array_type(scalar_type);
+		else
+			array_type = InvalidOid;
+
+		if (OidIsValid(array_type))
+		{
+			/*
+			 * OK: coerce all the right-hand non-Var inputs to the common
+			 * type and build an ArrayExpr for them.
+			 */
+			List			   *aexprs = NIL;
+			ArrayExpr		   *newa = NULL;
+			ScalarArrayOpExpr  *saopexpr = NULL;
+			HeapTuple			opertup;
+			Form_pg_operator	operform;
+			List			   *namelist = NIL;
+			ListCell		   *lc1;
+
+			foreach(lc1, entry->consts)
+			{
+				Node   *rexpr = (Node *) lfirst(lc1);
+
+				rexpr = coerce_to_common_type(pstate, rexpr,
+											  scalar_type,
+											  "IN");
+				aexprs = lappend(aexprs, rexpr);
+			}
+
+			newa = makeNode(ArrayExpr);
+			/* array_collid will be set by parse_collate.c */
+			newa->element_typeid = scalar_type;
+			newa->array_typeid = array_type;
+			newa->multidims = false;
+			newa->elements = aexprs;
+			newa->location = -1;
+
+			opertup = SearchSysCache1(OPEROID,
+									  ObjectIdGetDatum(entry->key.opno));
+			if (!HeapTupleIsValid(opertup))
+				elog(ERROR, "cache lookup failed for operator %u",
+					 entry->key.opno);
+
+			operform = (Form_pg_operator) GETSTRUCT(opertup);
+			if (!OperatorIsVisible(entry->key.opno))
+				namelist = lappend(namelist, makeString(get_namespace_name(operform->oprnamespace)));
+
+			namelist = lappend(namelist, makeString(pstrdup(NameStr(operform->oprname))));
+			ReleaseSysCache(opertup);
+
+			saopexpr =
+				(ScalarArrayOpExpr *)
+					make_scalar_array_op(pstate,
+										 namelist,
+										 true,
+										 entry->node,
+										 (Node *) newa,
+										 -1);
+
+			or_list = lappend(or_list, (void *) saopexpr);
+		}
+		else
+		{
+			/*
+			 * If the const node (right side of operator expression) 's type
+			 *  don't have “true” array type, then we cannnot do the transformation.
+			 * We simply concatenate the expression node.
+			 *
+			 */
+			list_free(entry->consts);
+			or_list = list_concat(or_list, entry->exprs);
+		}
+	}
+	hash_destroy(or_group_htab);
+	list_free(entries);
+
+	/* One more trick: assemble correct clause */
+	return (Node *) ((list_length(or_list) > 1) ?
+					 makeBoolExpr(OR_EXPR, or_list, expr->location) :
+					 linitial(or_list));
+}
 
 /*
  * transformExpr -
@@ -212,7 +550,7 @@ transformExprRecurse(ParseState *pstate, Node *expr)
 			}
 
 		case T_BoolExpr:
-			result = transformBoolExpr(pstate, (BoolExpr *) expr);
+			result = transformBoolExprOr(pstate, (BoolExpr *) expr);
 			break;
 
 		case T_FuncCall:
diff --git a/src/backend/utils/misc/guc_tables.c b/src/backend/utils/misc/guc_tables.c
index 7fe58518d7d..ddda2d3c488 100644
--- a/src/backend/utils/misc/guc_tables.c
+++ b/src/backend/utils/misc/guc_tables.c
@@ -1071,6 +1071,17 @@ struct config_bool ConfigureNamesBool[] =
 		true,
 		NULL, NULL, NULL
 	},
+	{
+		{"enable_or_transformation", PGC_USERSET, QUERY_TUNING_OTHER,
+			gettext_noop("Transform a sequence of OR clauses to an IN expression."),
+			gettext_noop("The planner will replace clauses like 'x=c1 OR x=c2 .."
+						 "to the clause 'x IN (c1,c2,...)'"),
+			GUC_EXPLAIN
+		},
+		&enable_or_transformation,
+		true,
+		NULL, NULL, NULL
+	},
 	{
 		/*
 		 * Not for general use --- used by SET SESSION AUTHORIZATION and SET
diff --git a/src/backend/utils/misc/postgresql.conf.sample b/src/backend/utils/misc/postgresql.conf.sample
index da10b43dac3..6876d73392a 100644
--- a/src/backend/utils/misc/postgresql.conf.sample
+++ b/src/backend/utils/misc/postgresql.conf.sample
@@ -379,6 +379,7 @@
 # - Planner Method Configuration -
 
 #enable_async_append = on
+#enable_or_transformation = on
 #enable_bitmapscan = on
 #enable_gathermerge = on
 #enable_hashagg = on
diff --git a/src/bin/pg_dump/t/002_pg_dump.pl b/src/bin/pg_dump/t/002_pg_dump.pl
index 00b5092713d..d28bf617dbe 100644
--- a/src/bin/pg_dump/t/002_pg_dump.pl
+++ b/src/bin/pg_dump/t/002_pg_dump.pl
@@ -2095,9 +2095,9 @@ my %tests = (
 		regexp => qr/^
 			\QCREATE DOMAIN dump_test.us_postal_code AS text COLLATE pg_catalog."C" DEFAULT '10014'::text\E\n\s+
 			\QCONSTRAINT us_postal_code_check CHECK \E
-			\Q(((VALUE ~ '^\d{5}\E
-			\$\Q'::text) OR (VALUE ~ '^\d{5}-\d{4}\E\$
-			\Q'::text)));\E(.|\n)*
+			\Q((VALUE ~ ANY (ARRAY['^\d{5}\E
+			\$\Q'::text, '^\d{5}-\d{4}\E\$
+			\Q'::text])));\E(.|\n)*
 			\QCOMMENT ON CONSTRAINT us_postal_code_check ON DOMAIN dump_test.us_postal_code IS 'check it';\E
 			/xm,
 		like =>
diff --git a/src/include/nodes/queryjumble.h b/src/include/nodes/queryjumble.h
index f1c55c8067f..a9ae048af52 100644
--- a/src/include/nodes/queryjumble.h
+++ b/src/include/nodes/queryjumble.h
@@ -65,6 +65,7 @@ extern PGDLLIMPORT int compute_query_id;
 
 extern const char *CleanQuerytext(const char *query, int *location, int *len);
 extern JumbleState *JumbleQuery(Query *query);
+extern JumbleState *JumbleExpr(Expr *expr, uint64 *queryId);
 extern void EnableQueryId(void);
 
 extern PGDLLIMPORT bool query_id_enabled;
diff --git a/src/include/parser/parse_expr.h b/src/include/parser/parse_expr.h
index 9b46dfd9ecc..4ff4adc77d2 100644
--- a/src/include/parser/parse_expr.h
+++ b/src/include/parser/parse_expr.h
@@ -17,6 +17,7 @@
 
 /* GUC parameters */
 extern PGDLLIMPORT bool Transform_null_equals;
+extern PGDLLIMPORT bool enable_or_transformation;
 
 extern Node *transformExpr(ParseState *pstate, Node *expr, ParseExprKind exprKind);
 
diff --git a/src/test/regress/expected/create_index.out b/src/test/regress/expected/create_index.out
index 79fa117cb54..b8653c09ea2 100644
--- a/src/test/regress/expected/create_index.out
+++ b/src/test/regress/expected/create_index.out
@@ -1838,18 +1838,50 @@ DROP TABLE onek_with_null;
 EXPLAIN (COSTS OFF)
 SELECT * FROM tenk1
   WHERE thousand = 42 AND (tenthous = 1 OR tenthous = 3 OR tenthous = 42);
-                                                               QUERY PLAN                                                                
------------------------------------------------------------------------------------------------------------------------------------------
- Bitmap Heap Scan on tenk1
-   Recheck Cond: (((thousand = 42) AND (tenthous = 1)) OR ((thousand = 42) AND (tenthous = 3)) OR ((thousand = 42) AND (tenthous = 42)))
-   ->  BitmapOr
-         ->  Bitmap Index Scan on tenk1_thous_tenthous
-               Index Cond: ((thousand = 42) AND (tenthous = 1))
-         ->  Bitmap Index Scan on tenk1_thous_tenthous
-               Index Cond: ((thousand = 42) AND (tenthous = 3))
-         ->  Bitmap Index Scan on tenk1_thous_tenthous
-               Index Cond: ((thousand = 42) AND (tenthous = 42))
-(9 rows)
+                                  QUERY PLAN                                  
+------------------------------------------------------------------------------
+ Index Scan using tenk1_thous_tenthous on tenk1
+   Index Cond: ((thousand = 42) AND (tenthous = ANY ('{1,3,42}'::integer[])))
+(2 rows)
+
+SELECT * FROM tenk1
+  WHERE thousand = 42 AND (tenthous = 1 OR tenthous = 3 OR tenthous = 42);
+ unique1 | unique2 | two | four | ten | twenty | hundred | thousand | twothousand | fivethous | tenthous | odd | even | stringu1 | stringu2 | string4 
+---------+---------+-----+------+-----+--------+---------+----------+-------------+-----------+----------+-----+------+----------+----------+---------
+      42 |    5530 |   0 |    2 |   2 |      2 |      42 |       42 |          42 |        42 |       42 |  84 |   85 | QBAAAA   | SEIAAA   | OOOOxx
+(1 row)
+
+EXPLAIN (COSTS OFF)
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand = 42 OR thousand = 99);
+                                     QUERY PLAN                                     
+------------------------------------------------------------------------------------
+ Aggregate
+   ->  Bitmap Heap Scan on tenk1
+         Recheck Cond: ((hundred = 42) AND (thousand = ANY ('{42,99}'::integer[])))
+         ->  BitmapAnd
+               ->  Bitmap Index Scan on tenk1_hundred
+                     Index Cond: (hundred = 42)
+               ->  Bitmap Index Scan on tenk1_thous_tenthous
+                     Index Cond: (thousand = ANY ('{42,99}'::integer[]))
+(8 rows)
+
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand = 42 OR thousand = 99);
+ count 
+-------
+    10
+(1 row)
+
+SET enable_or_transformation = on;
+EXPLAIN (COSTS OFF)
+SELECT * FROM tenk1
+  WHERE thousand = 42 AND (tenthous = 1 OR tenthous = 3 OR tenthous = 42);
+                                  QUERY PLAN                                  
+------------------------------------------------------------------------------
+ Index Scan using tenk1_thous_tenthous on tenk1
+   Index Cond: ((thousand = 42) AND (tenthous = ANY ('{1,3,42}'::integer[])))
+(2 rows)
 
 SELECT * FROM tenk1
   WHERE thousand = 42 AND (tenthous = 1 OR tenthous = 3 OR tenthous = 42);
@@ -1861,28 +1893,116 @@ SELECT * FROM tenk1
 EXPLAIN (COSTS OFF)
 SELECT count(*) FROM tenk1
   WHERE hundred = 42 AND (thousand = 42 OR thousand = 99);
-                                   QUERY PLAN                                    
----------------------------------------------------------------------------------
+                                     QUERY PLAN                                     
+------------------------------------------------------------------------------------
+ Aggregate
+   ->  Bitmap Heap Scan on tenk1
+         Recheck Cond: ((hundred = 42) AND (thousand = ANY ('{42,99}'::integer[])))
+         ->  BitmapAnd
+               ->  Bitmap Index Scan on tenk1_hundred
+                     Index Cond: (hundred = 42)
+               ->  Bitmap Index Scan on tenk1_thous_tenthous
+                     Index Cond: (thousand = ANY ('{42,99}'::integer[]))
+(8 rows)
+
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand = 42 OR thousand = 99);
+ count 
+-------
+    10
+(1 row)
+
+EXPLAIN (COSTS OFF)
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand < 42 OR thousand < 99 OR 43 > thousand OR 42 > thousand);
+                                        QUERY PLAN                                        
+------------------------------------------------------------------------------------------
+ Aggregate
+   ->  Bitmap Heap Scan on tenk1
+         Recheck Cond: ((hundred = 42) AND (thousand < ANY ('{42,99,43,42}'::integer[])))
+         ->  BitmapAnd
+               ->  Bitmap Index Scan on tenk1_hundred
+                     Index Cond: (hundred = 42)
+               ->  Bitmap Index Scan on tenk1_thous_tenthous
+                     Index Cond: (thousand < ANY ('{42,99,43,42}'::integer[]))
+(8 rows)
+
+EXPLAIN (COSTS OFF)
+SELECT count(*) FROM tenk1
+  WHERE thousand = 42 AND (tenthous = 1 OR tenthous = 3) OR thousand = 41;
+                                               QUERY PLAN                                               
+--------------------------------------------------------------------------------------------------------
+ Aggregate
+   ->  Bitmap Heap Scan on tenk1
+         Recheck Cond: (((thousand = 42) AND (tenthous = ANY ('{1,3}'::integer[]))) OR (thousand = 41))
+         ->  BitmapOr
+               ->  Bitmap Index Scan on tenk1_thous_tenthous
+                     Index Cond: ((thousand = 42) AND (tenthous = ANY ('{1,3}'::integer[])))
+               ->  Bitmap Index Scan on tenk1_thous_tenthous
+                     Index Cond: (thousand = 41)
+(8 rows)
+
+SELECT count(*) FROM tenk1
+  WHERE thousand = 42 AND (tenthous = 1 OR tenthous = 3) OR thousand = 41;
+ count 
+-------
+    10
+(1 row)
+
+EXPLAIN (COSTS OFF)
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand = 42 OR thousand = 99 OR tenthous < 2) OR thousand = 41;
+                                                         QUERY PLAN                                                          
+-----------------------------------------------------------------------------------------------------------------------------
+ Aggregate
+   ->  Bitmap Heap Scan on tenk1
+         Recheck Cond: (((hundred = 42) AND ((thousand = ANY ('{42,99}'::integer[])) OR (tenthous < 2))) OR (thousand = 41))
+         ->  BitmapOr
+               ->  BitmapAnd
+                     ->  Bitmap Index Scan on tenk1_hundred
+                           Index Cond: (hundred = 42)
+                     ->  BitmapOr
+                           ->  Bitmap Index Scan on tenk1_thous_tenthous
+                                 Index Cond: (thousand = ANY ('{42,99}'::integer[]))
+                           ->  Bitmap Index Scan on tenk1_thous_tenthous
+                                 Index Cond: (tenthous < 2)
+               ->  Bitmap Index Scan on tenk1_thous_tenthous
+                     Index Cond: (thousand = 41)
+(14 rows)
+
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand = 42 OR thousand = 99 OR tenthous < 2) OR thousand = 41;
+ count 
+-------
+    20
+(1 row)
+
+EXPLAIN (COSTS OFF)
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand = 42 OR thousand = 41 OR thousand = 99 AND tenthous = 2);
+                                                          QUERY PLAN                                                          
+------------------------------------------------------------------------------------------------------------------------------
  Aggregate
    ->  Bitmap Heap Scan on tenk1
-         Recheck Cond: ((hundred = 42) AND ((thousand = 42) OR (thousand = 99)))
+         Recheck Cond: ((hundred = 42) AND (((thousand = 99) AND (tenthous = 2)) OR (thousand = ANY ('{42,41}'::integer[]))))
          ->  BitmapAnd
                ->  Bitmap Index Scan on tenk1_hundred
                      Index Cond: (hundred = 42)
                ->  BitmapOr
                      ->  Bitmap Index Scan on tenk1_thous_tenthous
-                           Index Cond: (thousand = 42)
+                           Index Cond: ((thousand = 99) AND (tenthous = 2))
                      ->  Bitmap Index Scan on tenk1_thous_tenthous
-                           Index Cond: (thousand = 99)
+                           Index Cond: (thousand = ANY ('{42,41}'::integer[]))
 (11 rows)
 
 SELECT count(*) FROM tenk1
-  WHERE hundred = 42 AND (thousand = 42 OR thousand = 99);
+  WHERE hundred = 42 AND (thousand = 42 OR thousand = 41 OR thousand = 99 AND tenthous = 2);
  count 
 -------
     10
 (1 row)
 
+RESET enable_or_transformation;
 --
 -- Check behavior with duplicate index column contents
 --
diff --git a/src/test/regress/expected/inherit.out b/src/test/regress/expected/inherit.out
index 130a9242288..684886336cd 100644
--- a/src/test/regress/expected/inherit.out
+++ b/src/test/regress/expected/inherit.out
@@ -2600,7 +2600,7 @@ explain (costs off) select * from list_parted where a = 'ab' or a in (null, 'cd'
                                    QUERY PLAN                                    
 ---------------------------------------------------------------------------------
  Seq Scan on part_ab_cd list_parted
-   Filter: (((a)::text = 'ab'::text) OR ((a)::text = ANY ('{NULL,cd}'::text[])))
+   Filter: (((a)::text = ANY ('{NULL,cd}'::text[])) OR ((a)::text = 'ab'::text))
 (2 rows)
 
 explain (costs off) select * from list_parted where a = 'ab';
diff --git a/src/test/regress/expected/join.out b/src/test/regress/expected/join.out
index 9c08d0134ca..256ed8acb5c 100644
--- a/src/test/regress/expected/join.out
+++ b/src/test/regress/expected/join.out
@@ -4210,10 +4210,10 @@ explain (costs off)
 select * from tenk1 a join tenk1 b on
   (a.unique1 = 1 and b.unique1 = 2) or
   ((a.unique2 = 3 or a.unique2 = 7) and b.hundred = 4);
-                                                      QUERY PLAN                                                      
-----------------------------------------------------------------------------------------------------------------------
+                                                       QUERY PLAN                                                       
+------------------------------------------------------------------------------------------------------------------------
  Nested Loop
-   Join Filter: (((a.unique1 = 1) AND (b.unique1 = 2)) OR (((a.unique2 = 3) OR (a.unique2 = 7)) AND (b.hundred = 4)))
+   Join Filter: (((a.unique1 = 1) AND (b.unique1 = 2)) OR ((a.unique2 = ANY ('{3,7}'::integer[])) AND (b.hundred = 4)))
    ->  Bitmap Heap Scan on tenk1 b
          Recheck Cond: ((unique1 = 2) OR (hundred = 4))
          ->  BitmapOr
@@ -4223,16 +4223,64 @@ select * from tenk1 a join tenk1 b on
                      Index Cond: (hundred = 4)
    ->  Materialize
          ->  Bitmap Heap Scan on tenk1 a
-               Recheck Cond: ((unique1 = 1) OR (unique2 = 3) OR (unique2 = 7))
+               Recheck Cond: ((unique1 = 1) OR (unique2 = ANY ('{3,7}'::integer[])))
                ->  BitmapOr
                      ->  Bitmap Index Scan on tenk1_unique1
                            Index Cond: (unique1 = 1)
                      ->  Bitmap Index Scan on tenk1_unique2
-                           Index Cond: (unique2 = 3)
+                           Index Cond: (unique2 = ANY ('{3,7}'::integer[]))
+(17 rows)
+
+SET enable_or_transformation = on;
+explain (costs off)
+select * from tenk1 a join tenk1 b on
+  (a.unique1 = 1 and b.unique1 = 2) or
+  ((a.unique2 = 3 or a.unique2 = 7) and b.hundred = 4);
+                                                       QUERY PLAN                                                       
+------------------------------------------------------------------------------------------------------------------------
+ Nested Loop
+   Join Filter: (((a.unique1 = 1) AND (b.unique1 = 2)) OR ((a.unique2 = ANY ('{3,7}'::integer[])) AND (b.hundred = 4)))
+   ->  Bitmap Heap Scan on tenk1 b
+         Recheck Cond: ((unique1 = 2) OR (hundred = 4))
+         ->  BitmapOr
+               ->  Bitmap Index Scan on tenk1_unique1
+                     Index Cond: (unique1 = 2)
+               ->  Bitmap Index Scan on tenk1_hundred
+                     Index Cond: (hundred = 4)
+   ->  Materialize
+         ->  Bitmap Heap Scan on tenk1 a
+               Recheck Cond: ((unique1 = 1) OR (unique2 = ANY ('{3,7}'::integer[])))
+               ->  BitmapOr
+                     ->  Bitmap Index Scan on tenk1_unique1
+                           Index Cond: (unique1 = 1)
                      ->  Bitmap Index Scan on tenk1_unique2
-                           Index Cond: (unique2 = 7)
-(19 rows)
+                           Index Cond: (unique2 = ANY ('{3,7}'::integer[]))
+(17 rows)
+
+explain (costs off)
+select * from tenk1 a join tenk1 b on
+  (a.unique1 < 20 or a.unique1 = 3 or a.unique1 = 1 and b.unique1 = 2) or
+  ((a.unique2 = 3 or a.unique2 = 7) and b.hundred = 4);
+                                                                          QUERY PLAN                                                                           
+---------------------------------------------------------------------------------------------------------------------------------------------------------------
+ Nested Loop
+   Join Filter: (((a.unique1 = 1) AND (b.unique1 = 2)) OR ((a.unique2 = ANY ('{3,7}'::integer[])) AND (b.hundred = 4)) OR (a.unique1 < 20) OR (a.unique1 = 3))
+   ->  Seq Scan on tenk1 b
+   ->  Materialize
+         ->  Bitmap Heap Scan on tenk1 a
+               Recheck Cond: ((unique1 = 1) OR (unique2 = ANY ('{3,7}'::integer[])) OR (unique1 < 20) OR (unique1 = 3))
+               ->  BitmapOr
+                     ->  Bitmap Index Scan on tenk1_unique1
+                           Index Cond: (unique1 = 1)
+                     ->  Bitmap Index Scan on tenk1_unique2
+                           Index Cond: (unique2 = ANY ('{3,7}'::integer[]))
+                     ->  Bitmap Index Scan on tenk1_unique1
+                           Index Cond: (unique1 < 20)
+                     ->  Bitmap Index Scan on tenk1_unique1
+                           Index Cond: (unique1 = 3)
+(15 rows)
 
+RESET enable_or_transformation;
 --
 -- test placement of movable quals in a parameterized join tree
 --
diff --git a/src/test/regress/expected/partition_prune.out b/src/test/regress/expected/partition_prune.out
index 9a4c48c0556..3423af47684 100644
--- a/src/test/regress/expected/partition_prune.out
+++ b/src/test/regress/expected/partition_prune.out
@@ -82,25 +82,47 @@ explain (costs off) select * from lp where a is null;
 (2 rows)
 
 explain (costs off) select * from lp where a = 'a' or a = 'c';
-                        QUERY PLAN                        
-----------------------------------------------------------
+                  QUERY PLAN                   
+-----------------------------------------------
  Append
    ->  Seq Scan on lp_ad lp_1
-         Filter: ((a = 'a'::bpchar) OR (a = 'c'::bpchar))
+         Filter: (a = ANY ('{a,c}'::bpchar[]))
    ->  Seq Scan on lp_bc lp_2
-         Filter: ((a = 'a'::bpchar) OR (a = 'c'::bpchar))
+         Filter: (a = ANY ('{a,c}'::bpchar[]))
 (5 rows)
 
 explain (costs off) select * from lp where a is not null and (a = 'a' or a = 'c');
-                                   QUERY PLAN                                   
---------------------------------------------------------------------------------
+                             QUERY PLAN                              
+---------------------------------------------------------------------
  Append
    ->  Seq Scan on lp_ad lp_1
-         Filter: ((a IS NOT NULL) AND ((a = 'a'::bpchar) OR (a = 'c'::bpchar)))
+         Filter: ((a IS NOT NULL) AND (a = ANY ('{a,c}'::bpchar[])))
    ->  Seq Scan on lp_bc lp_2
-         Filter: ((a IS NOT NULL) AND ((a = 'a'::bpchar) OR (a = 'c'::bpchar)))
+         Filter: ((a IS NOT NULL) AND (a = ANY ('{a,c}'::bpchar[])))
 (5 rows)
 
+SET enable_or_transformation = on;
+explain (costs off) select * from lp where a = 'a' or a = 'c';
+                  QUERY PLAN                   
+-----------------------------------------------
+ Append
+   ->  Seq Scan on lp_ad lp_1
+         Filter: (a = ANY ('{a,c}'::bpchar[]))
+   ->  Seq Scan on lp_bc lp_2
+         Filter: (a = ANY ('{a,c}'::bpchar[]))
+(5 rows)
+
+explain (costs off) select * from lp where a is not null and (a = 'a' or a = 'c');
+                             QUERY PLAN                              
+---------------------------------------------------------------------
+ Append
+   ->  Seq Scan on lp_ad lp_1
+         Filter: ((a IS NOT NULL) AND (a = ANY ('{a,c}'::bpchar[])))
+   ->  Seq Scan on lp_bc lp_2
+         Filter: ((a IS NOT NULL) AND (a = ANY ('{a,c}'::bpchar[])))
+(5 rows)
+
+RESET enable_or_transformation;
 explain (costs off) select * from lp where a <> 'g';
              QUERY PLAN             
 ------------------------------------
@@ -515,10 +537,10 @@ explain (costs off) select * from rlp where a <= 31;
 (27 rows)
 
 explain (costs off) select * from rlp where a = 1 or a = 7;
-           QUERY PLAN           
---------------------------------
+                QUERY PLAN                
+------------------------------------------
  Seq Scan on rlp2 rlp
-   Filter: ((a = 1) OR (a = 7))
+   Filter: (a = ANY ('{1,7}'::integer[]))
 (2 rows)
 
 explain (costs off) select * from rlp where a = 1 or b = 'ab';
@@ -589,20 +611,20 @@ explain (costs off) select * from rlp where a < 1 or (a > 20 and a < 25);
 ------------------------------------------------------
  Append
    ->  Seq Scan on rlp1 rlp_1
-         Filter: ((a < 1) OR ((a > 20) AND (a < 25)))
+         Filter: (((a > 20) AND (a < 25)) OR (a < 1))
    ->  Seq Scan on rlp4_1 rlp_2
-         Filter: ((a < 1) OR ((a > 20) AND (a < 25)))
+         Filter: (((a > 20) AND (a < 25)) OR (a < 1))
 (5 rows)
 
 -- where clause contradicts sub-partition's constraint
 explain (costs off) select * from rlp where a = 20 or a = 40;
-               QUERY PLAN               
-----------------------------------------
+                    QUERY PLAN                    
+--------------------------------------------------
  Append
    ->  Seq Scan on rlp4_1 rlp_1
-         Filter: ((a = 20) OR (a = 40))
+         Filter: (a = ANY ('{20,40}'::integer[]))
    ->  Seq Scan on rlp5_default rlp_2
-         Filter: ((a = 20) OR (a = 40))
+         Filter: (a = ANY ('{20,40}'::integer[]))
 (5 rows)
 
 explain (costs off) select * from rlp3 where a = 20;   /* empty */
@@ -671,6 +693,163 @@ explain (costs off) select * from rlp where (a = 1 and a = 3) or (a > 1 and a =
          Filter: (((a = 1) AND (a = 3)) OR ((a > 1) AND (a = 15)))
 (11 rows)
 
+SET enable_or_transformation = on;
+explain (costs off) select * from rlp where a = 1 or a = 7;
+                QUERY PLAN                
+------------------------------------------
+ Seq Scan on rlp2 rlp
+   Filter: (a = ANY ('{1,7}'::integer[]))
+(2 rows)
+
+explain (costs off) select * from rlp where a = 1 or b = 'ab';
+                      QUERY PLAN                       
+-------------------------------------------------------
+ Append
+   ->  Seq Scan on rlp1 rlp_1
+         Filter: ((a = 1) OR ((b)::text = 'ab'::text))
+   ->  Seq Scan on rlp2 rlp_2
+         Filter: ((a = 1) OR ((b)::text = 'ab'::text))
+   ->  Seq Scan on rlp3abcd rlp_3
+         Filter: ((a = 1) OR ((b)::text = 'ab'::text))
+   ->  Seq Scan on rlp4_1 rlp_4
+         Filter: ((a = 1) OR ((b)::text = 'ab'::text))
+   ->  Seq Scan on rlp4_2 rlp_5
+         Filter: ((a = 1) OR ((b)::text = 'ab'::text))
+   ->  Seq Scan on rlp4_default rlp_6
+         Filter: ((a = 1) OR ((b)::text = 'ab'::text))
+   ->  Seq Scan on rlp5_1 rlp_7
+         Filter: ((a = 1) OR ((b)::text = 'ab'::text))
+   ->  Seq Scan on rlp5_default rlp_8
+         Filter: ((a = 1) OR ((b)::text = 'ab'::text))
+   ->  Seq Scan on rlp_default_10 rlp_9
+         Filter: ((a = 1) OR ((b)::text = 'ab'::text))
+   ->  Seq Scan on rlp_default_30 rlp_10
+         Filter: ((a = 1) OR ((b)::text = 'ab'::text))
+   ->  Seq Scan on rlp_default_null rlp_11
+         Filter: ((a = 1) OR ((b)::text = 'ab'::text))
+   ->  Seq Scan on rlp_default_default rlp_12
+         Filter: ((a = 1) OR ((b)::text = 'ab'::text))
+(25 rows)
+
+explain (costs off) select * from rlp where a > 20 and a < 27;
+               QUERY PLAN                
+-----------------------------------------
+ Append
+   ->  Seq Scan on rlp4_1 rlp_1
+         Filter: ((a > 20) AND (a < 27))
+   ->  Seq Scan on rlp4_2 rlp_2
+         Filter: ((a > 20) AND (a < 27))
+(5 rows)
+
+explain (costs off) select * from rlp where a = 29;
+          QUERY PLAN          
+------------------------------
+ Seq Scan on rlp4_default rlp
+   Filter: (a = 29)
+(2 rows)
+
+explain (costs off) select * from rlp where a >= 29;
+                 QUERY PLAN                  
+---------------------------------------------
+ Append
+   ->  Seq Scan on rlp4_default rlp_1
+         Filter: (a >= 29)
+   ->  Seq Scan on rlp5_1 rlp_2
+         Filter: (a >= 29)
+   ->  Seq Scan on rlp5_default rlp_3
+         Filter: (a >= 29)
+   ->  Seq Scan on rlp_default_30 rlp_4
+         Filter: (a >= 29)
+   ->  Seq Scan on rlp_default_default rlp_5
+         Filter: (a >= 29)
+(11 rows)
+
+explain (costs off) select * from rlp where a < 1 or (a > 20 and a < 25);
+                      QUERY PLAN                      
+------------------------------------------------------
+ Append
+   ->  Seq Scan on rlp1 rlp_1
+         Filter: (((a > 20) AND (a < 25)) OR (a < 1))
+   ->  Seq Scan on rlp4_1 rlp_2
+         Filter: (((a > 20) AND (a < 25)) OR (a < 1))
+(5 rows)
+
+explain (costs off) select * from rlp where a = 20 or a = 40;
+                    QUERY PLAN                    
+--------------------------------------------------
+ Append
+   ->  Seq Scan on rlp4_1 rlp_1
+         Filter: (a = ANY ('{20,40}'::integer[]))
+   ->  Seq Scan on rlp5_default rlp_2
+         Filter: (a = ANY ('{20,40}'::integer[]))
+(5 rows)
+
+explain (costs off) select * from rlp3 where a = 20;   /* empty */
+        QUERY PLAN        
+--------------------------
+ Result
+   One-Time Filter: false
+(2 rows)
+
+explain (costs off) select * from rlp where a > 1 and a = 10;	/* only default */
+            QUERY PLAN            
+----------------------------------
+ Seq Scan on rlp_default_10 rlp
+   Filter: ((a > 1) AND (a = 10))
+(2 rows)
+
+explain (costs off) select * from rlp where a > 1 and a >=15;	/* rlp3 onwards, including default */
+                  QUERY PLAN                  
+----------------------------------------------
+ Append
+   ->  Seq Scan on rlp3abcd rlp_1
+         Filter: ((a > 1) AND (a >= 15))
+   ->  Seq Scan on rlp3efgh rlp_2
+         Filter: ((a > 1) AND (a >= 15))
+   ->  Seq Scan on rlp3nullxy rlp_3
+         Filter: ((a > 1) AND (a >= 15))
+   ->  Seq Scan on rlp3_default rlp_4
+         Filter: ((a > 1) AND (a >= 15))
+   ->  Seq Scan on rlp4_1 rlp_5
+         Filter: ((a > 1) AND (a >= 15))
+   ->  Seq Scan on rlp4_2 rlp_6
+         Filter: ((a > 1) AND (a >= 15))
+   ->  Seq Scan on rlp4_default rlp_7
+         Filter: ((a > 1) AND (a >= 15))
+   ->  Seq Scan on rlp5_1 rlp_8
+         Filter: ((a > 1) AND (a >= 15))
+   ->  Seq Scan on rlp5_default rlp_9
+         Filter: ((a > 1) AND (a >= 15))
+   ->  Seq Scan on rlp_default_30 rlp_10
+         Filter: ((a > 1) AND (a >= 15))
+   ->  Seq Scan on rlp_default_default rlp_11
+         Filter: ((a > 1) AND (a >= 15))
+(23 rows)
+
+explain (costs off) select * from rlp where a = 1 and a = 3;	/* empty */
+        QUERY PLAN        
+--------------------------
+ Result
+   One-Time Filter: false
+(2 rows)
+
+explain (costs off) select * from rlp where (a = 1 and a = 3) or (a > 1 and a = 15);
+                            QUERY PLAN                             
+-------------------------------------------------------------------
+ Append
+   ->  Seq Scan on rlp2 rlp_1
+         Filter: (((a = 1) AND (a = 3)) OR ((a > 1) AND (a = 15)))
+   ->  Seq Scan on rlp3abcd rlp_2
+         Filter: (((a = 1) AND (a = 3)) OR ((a > 1) AND (a = 15)))
+   ->  Seq Scan on rlp3efgh rlp_3
+         Filter: (((a = 1) AND (a = 3)) OR ((a > 1) AND (a = 15)))
+   ->  Seq Scan on rlp3nullxy rlp_4
+         Filter: (((a = 1) AND (a = 3)) OR ((a > 1) AND (a = 15)))
+   ->  Seq Scan on rlp3_default rlp_5
+         Filter: (((a = 1) AND (a = 3)) OR ((a > 1) AND (a = 15)))
+(11 rows)
+
+RESET enable_or_transformation;
 -- multi-column keys
 create table mc3p (a int, b int, c int) partition by range (a, abs(b), c);
 create table mc3p_default partition of mc3p default;
@@ -1933,10 +2112,10 @@ explain (costs off) select * from hp where a = 1 and b = 'abcde';
 
 explain (costs off) select * from hp where a = 1 and b = 'abcde' and
   (c = 2 or c = 3);
-                              QUERY PLAN                              
-----------------------------------------------------------------------
+                                   QUERY PLAN                                   
+--------------------------------------------------------------------------------
  Seq Scan on hp2 hp
-   Filter: ((a = 1) AND (b = 'abcde'::text) AND ((c = 2) OR (c = 3)))
+   Filter: ((c = ANY ('{2,3}'::integer[])) AND (a = 1) AND (b = 'abcde'::text))
 (2 rows)
 
 drop table hp2;
diff --git a/src/test/regress/expected/rules.out b/src/test/regress/expected/rules.out
index abc944e8b82..3ec614c4376 100644
--- a/src/test/regress/expected/rules.out
+++ b/src/test/regress/expected/rules.out
@@ -2500,7 +2500,7 @@ pg_stats| SELECT n.nspname AS schemaname,
      JOIN pg_class c ON ((c.oid = s.starelid)))
      JOIN pg_attribute a ON (((c.oid = a.attrelid) AND (a.attnum = s.staattnum))))
      LEFT JOIN pg_namespace n ON ((n.oid = c.relnamespace)))
-  WHERE ((NOT a.attisdropped) AND has_column_privilege(c.oid, a.attnum, 'select'::text) AND ((c.relrowsecurity = false) OR (NOT row_security_active(c.oid))));
+  WHERE ((NOT a.attisdropped) AND has_column_privilege(c.oid, a.attnum, 'select'::text) AND ((NOT row_security_active(c.oid)) OR (c.relrowsecurity = false)));
 pg_stats_ext| SELECT cn.nspname AS schemaname,
     c.relname AS tablename,
     sn.nspname AS statistics_schemaname,
@@ -2531,7 +2531,7 @@ pg_stats_ext| SELECT cn.nspname AS schemaname,
   WHERE ((NOT (EXISTS ( SELECT 1
            FROM (unnest(s.stxkeys) k(k)
              JOIN pg_attribute a ON (((a.attrelid = s.stxrelid) AND (a.attnum = k.k))))
-          WHERE (NOT has_column_privilege(c.oid, a.attnum, 'select'::text))))) AND ((c.relrowsecurity = false) OR (NOT row_security_active(c.oid))));
+          WHERE (NOT has_column_privilege(c.oid, a.attnum, 'select'::text))))) AND ((NOT row_security_active(c.oid)) OR (c.relrowsecurity = false)));
 pg_stats_ext_exprs| SELECT cn.nspname AS schemaname,
     c.relname AS tablename,
     sn.nspname AS statistics_schemaname,
diff --git a/src/test/regress/expected/stats_ext.out b/src/test/regress/expected/stats_ext.out
index 10903bdab09..6f55b9e3ec1 100644
--- a/src/test/regress/expected/stats_ext.out
+++ b/src/test/regress/expected/stats_ext.out
@@ -1322,19 +1322,19 @@ SELECT * FROM check_estimated_rows('SELECT * FROM functional_dependencies WHERE
 SELECT * FROM check_estimated_rows('SELECT * FROM functional_dependencies WHERE (a = 1 OR a = 51) AND b = ''1''');
  estimated | actual 
 -----------+--------
-        99 |    100
+       100 |    100
 (1 row)
 
 SELECT * FROM check_estimated_rows('SELECT * FROM functional_dependencies WHERE (a = 1 OR a = 51) AND (b = ''1'' OR b = ''2'')');
  estimated | actual 
 -----------+--------
-        99 |    100
+       100 |    100
 (1 row)
 
 SELECT * FROM check_estimated_rows('SELECT * FROM functional_dependencies WHERE (a = 1 OR a = 2 OR a = 51 OR a = 52) AND (b = ''1'' OR b = ''2'')');
  estimated | actual 
 -----------+--------
-       197 |    200
+       200 |    200
 (1 row)
 
 -- OR clauses referencing different attributes are incompatible
@@ -1664,19 +1664,19 @@ SELECT * FROM check_estimated_rows('SELECT * FROM functional_dependencies WHERE
 SELECT * FROM check_estimated_rows('SELECT * FROM functional_dependencies WHERE ((a * 2) = 2 OR (a * 2) = 102) AND upper(b) = ''1''');
  estimated | actual 
 -----------+--------
-        99 |    100
+       100 |    100
 (1 row)
 
 SELECT * FROM check_estimated_rows('SELECT * FROM functional_dependencies WHERE ((a * 2) = 2 OR (a * 2) = 102) AND (upper(b) = ''1'' OR upper(b) = ''2'')');
  estimated | actual 
 -----------+--------
-        99 |    100
+       100 |    100
 (1 row)
 
 SELECT * FROM check_estimated_rows('SELECT * FROM functional_dependencies WHERE ((a * 2) = 2 OR (a * 2) = 4 OR (a * 2) = 102 OR (a * 2) = 104) AND (upper(b) = ''1'' OR upper(b) = ''2'')');
  estimated | actual 
 -----------+--------
-       197 |    200
+       200 |    200
 (1 row)
 
 -- OR clauses referencing different attributes
diff --git a/src/test/regress/expected/sysviews.out b/src/test/regress/expected/sysviews.out
index 9be7aca2b8a..1f9029b5b2a 100644
--- a/src/test/regress/expected/sysviews.out
+++ b/src/test/regress/expected/sysviews.out
@@ -124,6 +124,7 @@ select name, setting from pg_settings where name like 'enable%';
  enable_memoize                 | on
  enable_mergejoin               | on
  enable_nestloop                | on
+ enable_or_transformation       | on
  enable_parallel_append         | on
  enable_parallel_hash           | on
  enable_partition_pruning       | on
@@ -134,7 +135,7 @@ select name, setting from pg_settings where name like 'enable%';
  enable_seqscan                 | on
  enable_sort                    | on
  enable_tidscan                 | on
-(23 rows)
+(24 rows)
 
 -- There are always wait event descriptions for various types.
 select type, count(*) > 0 as ok FROM pg_wait_events
diff --git a/src/test/regress/expected/tidscan.out b/src/test/regress/expected/tidscan.out
index f133b5a4ac7..2a079e996b2 100644
--- a/src/test/regress/expected/tidscan.out
+++ b/src/test/regress/expected/tidscan.out
@@ -43,10 +43,26 @@ SELECT ctid, * FROM tidscan WHERE '(0,1)' = ctid;
 -- OR'd clauses
 EXPLAIN (COSTS OFF)
 SELECT ctid, * FROM tidscan WHERE ctid = '(0,2)' OR '(0,1)' = ctid;
-                          QUERY PLAN                          
---------------------------------------------------------------
+                      QUERY PLAN                       
+-------------------------------------------------------
+ Tid Scan on tidscan
+   TID Cond: (ctid = ANY ('{"(0,2)","(0,1)"}'::tid[]))
+(2 rows)
+
+SELECT ctid, * FROM tidscan WHERE ctid = '(0,2)' OR '(0,1)' = ctid;
+ ctid  | id 
+-------+----
+ (0,1) |  1
+ (0,2) |  2
+(2 rows)
+
+SET enable_or_transformation = on;
+EXPLAIN (COSTS OFF)
+SELECT ctid, * FROM tidscan WHERE ctid = '(0,2)' OR '(0,1)' = ctid;
+                      QUERY PLAN                       
+-------------------------------------------------------
  Tid Scan on tidscan
-   TID Cond: ((ctid = '(0,2)'::tid) OR ('(0,1)'::tid = ctid))
+   TID Cond: (ctid = ANY ('{"(0,2)","(0,1)"}'::tid[]))
 (2 rows)
 
 SELECT ctid, * FROM tidscan WHERE ctid = '(0,2)' OR '(0,1)' = ctid;
@@ -56,6 +72,7 @@ SELECT ctid, * FROM tidscan WHERE ctid = '(0,2)' OR '(0,1)' = ctid;
  (0,2) |  2
 (2 rows)
 
+RESET enable_or_transformation;
 -- ctid = ScalarArrayOp - implemented as tidscan
 EXPLAIN (COSTS OFF)
 SELECT ctid, * FROM tidscan WHERE ctid = ANY(ARRAY['(0,1)', '(0,2)']::tid[]);
diff --git a/src/test/regress/sql/create_index.sql b/src/test/regress/sql/create_index.sql
index d49ce9f3007..56fde15bc15 100644
--- a/src/test/regress/sql/create_index.sql
+++ b/src/test/regress/sql/create_index.sql
@@ -737,6 +737,41 @@ SELECT count(*) FROM tenk1
 SELECT count(*) FROM tenk1
   WHERE hundred = 42 AND (thousand = 42 OR thousand = 99);
 
+SET enable_or_transformation = on;
+EXPLAIN (COSTS OFF)
+SELECT * FROM tenk1
+  WHERE thousand = 42 AND (tenthous = 1 OR tenthous = 3 OR tenthous = 42);
+SELECT * FROM tenk1
+  WHERE thousand = 42 AND (tenthous = 1 OR tenthous = 3 OR tenthous = 42);
+
+EXPLAIN (COSTS OFF)
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand = 42 OR thousand = 99);
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand = 42 OR thousand = 99);
+EXPLAIN (COSTS OFF)
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand < 42 OR thousand < 99 OR 43 > thousand OR 42 > thousand);
+
+EXPLAIN (COSTS OFF)
+SELECT count(*) FROM tenk1
+  WHERE thousand = 42 AND (tenthous = 1 OR tenthous = 3) OR thousand = 41;
+SELECT count(*) FROM tenk1
+  WHERE thousand = 42 AND (tenthous = 1 OR tenthous = 3) OR thousand = 41;
+
+EXPLAIN (COSTS OFF)
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand = 42 OR thousand = 99 OR tenthous < 2) OR thousand = 41;
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand = 42 OR thousand = 99 OR tenthous < 2) OR thousand = 41;
+
+EXPLAIN (COSTS OFF)
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand = 42 OR thousand = 41 OR thousand = 99 AND tenthous = 2);
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand = 42 OR thousand = 41 OR thousand = 99 AND tenthous = 2);
+RESET enable_or_transformation;
+
 --
 -- Check behavior with duplicate index column contents
 --
diff --git a/src/test/regress/sql/join.sql b/src/test/regress/sql/join.sql
index e1db2025db6..353deecef03 100644
--- a/src/test/regress/sql/join.sql
+++ b/src/test/regress/sql/join.sql
@@ -1408,6 +1408,16 @@ explain (costs off)
 select * from tenk1 a join tenk1 b on
   (a.unique1 = 1 and b.unique1 = 2) or
   ((a.unique2 = 3 or a.unique2 = 7) and b.hundred = 4);
+SET enable_or_transformation = on;
+explain (costs off)
+select * from tenk1 a join tenk1 b on
+  (a.unique1 = 1 and b.unique1 = 2) or
+  ((a.unique2 = 3 or a.unique2 = 7) and b.hundred = 4);
+explain (costs off)
+select * from tenk1 a join tenk1 b on
+  (a.unique1 < 20 or a.unique1 = 3 or a.unique1 = 1 and b.unique1 = 2) or
+  ((a.unique2 = 3 or a.unique2 = 7) and b.hundred = 4);
+RESET enable_or_transformation;
 
 --
 -- test placement of movable quals in a parameterized join tree
diff --git a/src/test/regress/sql/partition_prune.sql b/src/test/regress/sql/partition_prune.sql
index 7bf3920827f..1e270ae9c06 100644
--- a/src/test/regress/sql/partition_prune.sql
+++ b/src/test/regress/sql/partition_prune.sql
@@ -21,6 +21,12 @@ explain (costs off) select * from lp where a is not null;
 explain (costs off) select * from lp where a is null;
 explain (costs off) select * from lp where a = 'a' or a = 'c';
 explain (costs off) select * from lp where a is not null and (a = 'a' or a = 'c');
+
+SET enable_or_transformation = on;
+explain (costs off) select * from lp where a = 'a' or a = 'c';
+explain (costs off) select * from lp where a is not null and (a = 'a' or a = 'c');
+RESET enable_or_transformation;
+
 explain (costs off) select * from lp where a <> 'g';
 explain (costs off) select * from lp where a <> 'a' and a <> 'd';
 explain (costs off) select * from lp where a not in ('a', 'd');
@@ -99,6 +105,22 @@ explain (costs off) select * from rlp where a > 1 and a >=15;	/* rlp3 onwards, i
 explain (costs off) select * from rlp where a = 1 and a = 3;	/* empty */
 explain (costs off) select * from rlp where (a = 1 and a = 3) or (a > 1 and a = 15);
 
+
+SET enable_or_transformation = on;
+explain (costs off) select * from rlp where a = 1 or a = 7;
+explain (costs off) select * from rlp where a = 1 or b = 'ab';
+explain (costs off) select * from rlp where a > 20 and a < 27;
+explain (costs off) select * from rlp where a = 29;
+explain (costs off) select * from rlp where a >= 29;
+explain (costs off) select * from rlp where a < 1 or (a > 20 and a < 25);
+explain (costs off) select * from rlp where a = 20 or a = 40;
+explain (costs off) select * from rlp3 where a = 20;   /* empty */
+explain (costs off) select * from rlp where a > 1 and a = 10;	/* only default */
+explain (costs off) select * from rlp where a > 1 and a >=15;	/* rlp3 onwards, including default */
+explain (costs off) select * from rlp where a = 1 and a = 3;	/* empty */
+explain (costs off) select * from rlp where (a = 1 and a = 3) or (a > 1 and a = 15);
+RESET enable_or_transformation;
+
 -- multi-column keys
 create table mc3p (a int, b int, c int) partition by range (a, abs(b), c);
 create table mc3p_default partition of mc3p default;
diff --git a/src/test/regress/sql/tidscan.sql b/src/test/regress/sql/tidscan.sql
index 313e0fb9b67..0499bedb9eb 100644
--- a/src/test/regress/sql/tidscan.sql
+++ b/src/test/regress/sql/tidscan.sql
@@ -22,6 +22,12 @@ EXPLAIN (COSTS OFF)
 SELECT ctid, * FROM tidscan WHERE ctid = '(0,2)' OR '(0,1)' = ctid;
 SELECT ctid, * FROM tidscan WHERE ctid = '(0,2)' OR '(0,1)' = ctid;
 
+SET enable_or_transformation = on;
+EXPLAIN (COSTS OFF)
+SELECT ctid, * FROM tidscan WHERE ctid = '(0,2)' OR '(0,1)' = ctid;
+SELECT ctid, * FROM tidscan WHERE ctid = '(0,2)' OR '(0,1)' = ctid;
+RESET enable_or_transformation;
+
 -- ctid = ScalarArrayOp - implemented as tidscan
 EXPLAIN (COSTS OFF)
 SELECT ctid, * FROM tidscan WHERE ctid = ANY(ARRAY['(0,1)', '(0,2)']::tid[]);
diff --git a/src/tools/pgindent/typedefs.list b/src/tools/pgindent/typedefs.list
index 91433d439b7..adae668b370 100644
--- a/src/tools/pgindent/typedefs.list
+++ b/src/tools/pgindent/typedefs.list
@@ -1654,6 +1654,8 @@ NumericVar
 OM_uint32
 OP
 OSAPerGroupState
+OrClauseGroupEntry
+OrClauseGroupKey
 OSAPerQueryState
 OSInfo
 OSSLCipher
-- 
2.34.1



^ permalink  raw  reply  [nested|flat] 48+ messages in thread

* Re: POC, WIP: OR-clause support for indexes
@ 2024-02-08 05:34  Andrei Lepikhov <[email protected]>
  parent: Alena Rybakina <[email protected]>
  0 siblings, 2 replies; 48+ messages in thread

From: Andrei Lepikhov @ 2024-02-08 05:34 UTC (permalink / raw)
  To: Alena Rybakina <[email protected]>; jian he <[email protected]>; Alexander Korotkov <[email protected]>; +Cc: Robert Haas <[email protected]>; pgsql-hackers; Peter Geoghegan <[email protected]>; Finnerty, Jim <[email protected]>; Marcos Pegoraro <[email protected]>; [email protected]; Ranier Vilela <[email protected]>; Tomas Vondra <[email protected]>; Peter Eisentraut <[email protected]>

On 3/2/2024 02:06, Alena Rybakina wrote:
> On 01.02.2024 08:00, jian he wrote:
> I added your code to the patch.
Thanks Alena and Jian for the detailed scrutiny!

A couple of questions:
1. As I see, transformAExprIn uses the same logic as we invented but 
allows composite and domain types. Could you add a comment explaining 
why we forbid row types in general, in contrast to the transformAExprIn 
routine?
2. Could you provide the tests to check issues covered by the recent (in 
v.15) changes?

Patch 0001-* in the attachment incorporates changes induced by Jian's 
notes from [1].
Patch 0002-* contains a transformation of the SAOP clause, which allows 
the optimizer to utilize partial indexes if they cover all values in 
this array. Also, it is an answer to Alexander's note [2] on performance 
degradation. This first version may be a bit raw, but I need your 
opinion: Does it resolve the issue?

Skimming through the thread, I see that, in general, all issues have 
been covered for now. Only Robert's note on a lack of documentation is 
still needs to be resolved.

[1] 
https://www.postgresql.org/message-id/CACJufxGXhJ823cdAdp2Ho7qC-HZ3_-dtdj-myaAi_u9RQLn45g%40mail.gma...
[2] 
https://www.postgresql.org/message-id/CAPpHfduJtO0s9E%3DSHUTzrCD88BH0eik0UNog1_q3XBF2wLmH6g%40mail.g...

-- 
regards,
Andrei Lepikhov
Postgres Professional

From 0ac511ab94959e87d1525d5ea8c4855643a6ccbe Mon Sep 17 00:00:00 2001
From: Alena Rybakina <[email protected]>
Date: Fri, 2 Feb 2024 22:01:09 +0300
Subject: [PATCH 1/2] Transform OR clause to ANY expressions.

Replace (expr op C1) OR (expr op C2) ... with expr op ANY(C1, C2, ...) on the
preliminary stage of optimization when we are still working with the tree
expression.
Here C<X> is a constant expression, 'expr' is non-constant expression, 'op' is
an operator which returns boolean result and has a commuter (for the case of
reverse order of constant and non-constant parts of the expression,
like 'CX op expr').
Sometimes it can lead to not optimal plan. But we think it is better to have
array of elements instead of a lot of OR clauses. Here is a room for further
optimizations on decomposing that array into more optimal parts.
Authors: Alena Rybakina <[email protected]>, Andrey Lepikhov <[email protected]>
Reviewed-by: Peter Geoghegan <[email protected]>, Ranier Vilela <[email protected]>
Reviewed-by: Alexander Korotkov <[email protected]>, Robert Haas <[email protected]>
Reviewed-by: jian he <[email protected]>
---
 .../postgres_fdw/expected/postgres_fdw.out    |  16 +-
 src/backend/nodes/queryjumblefuncs.c          |  27 ++
 src/backend/parser/parse_expr.c               | 327 +++++++++++++++++-
 src/backend/utils/misc/guc_tables.c           |  11 +
 src/backend/utils/misc/postgresql.conf.sample |   1 +
 src/bin/pg_dump/t/002_pg_dump.pl              |   6 +-
 src/include/nodes/queryjumble.h               |   1 +
 src/include/optimizer/optimizer.h             |   1 +
 src/test/regress/expected/create_index.out    | 156 ++++++++-
 src/test/regress/expected/inherit.out         |   2 +-
 src/test/regress/expected/join.out            |  62 +++-
 src/test/regress/expected/partition_prune.out | 219 ++++++++++--
 src/test/regress/expected/rules.out           |   4 +-
 src/test/regress/expected/stats_ext.out       |  12 +-
 src/test/regress/expected/sysviews.out        |   3 +-
 src/test/regress/expected/tidscan.out         |  23 +-
 src/test/regress/sql/create_index.sql         |  35 ++
 src/test/regress/sql/join.sql                 |  10 +
 src/test/regress/sql/partition_prune.sql      |  22 ++
 src/test/regress/sql/tidscan.sql              |   6 +
 src/tools/pgindent/typedefs.list              |   2 +
 21 files changed, 876 insertions(+), 70 deletions(-)

diff --git a/contrib/postgres_fdw/expected/postgres_fdw.out b/contrib/postgres_fdw/expected/postgres_fdw.out
index b5a38aeb21..a07aefc9e5 100644
--- a/contrib/postgres_fdw/expected/postgres_fdw.out
+++ b/contrib/postgres_fdw/expected/postgres_fdw.out
@@ -1349,7 +1349,7 @@ SELECT t1.c1, t1.c2, t2.c1, t2.c2 FROM ft4 t1 LEFT JOIN (SELECT * FROM ft5 WHERE
  Foreign Scan
    Output: t1.c1, t1.c2, ft5.c1, ft5.c2
    Relations: (public.ft4 t1) LEFT JOIN (public.ft5)
-   Remote SQL: SELECT r1.c1, r1.c2, r4.c1, r4.c2 FROM ("S 1"."T 3" r1 LEFT JOIN "S 1"."T 4" r4 ON (((r1.c1 = r4.c1)) AND ((r4.c1 < 10)))) WHERE (((r4.c1 < 10) OR (r4.c1 IS NULL))) AND ((r1.c1 < 10))
+   Remote SQL: SELECT r1.c1, r1.c2, r4.c1, r4.c2 FROM ("S 1"."T 3" r1 LEFT JOIN "S 1"."T 4" r4 ON (((r1.c1 = r4.c1)) AND ((r4.c1 < 10)))) WHERE (((r4.c1 IS NULL) OR (r4.c1 < 10))) AND ((r1.c1 < 10))
 (4 rows)
 
 SELECT t1.c1, t1.c2, t2.c1, t2.c2 FROM ft4 t1 LEFT JOIN (SELECT * FROM ft5 WHERE c1 < 10) t2 ON (t1.c1 = t2.c1)
@@ -3105,7 +3105,7 @@ select array_agg(distinct (t1.c1)%5) from ft4 t1 full join ft5 t2 on (t1.c1 = t2
  Foreign Scan
    Output: (array_agg(DISTINCT (t1.c1 % 5))), ((t2.c1 % 3))
    Relations: Aggregate on ((public.ft4 t1) FULL JOIN (public.ft5 t2))
-   Remote SQL: SELECT array_agg(DISTINCT (r1.c1 % 5)), (r2.c1 % 3) FROM ("S 1"."T 3" r1 FULL JOIN "S 1"."T 4" r2 ON (((r1.c1 = r2.c1)))) WHERE (((r1.c1 < 20) OR ((r1.c1 IS NULL) AND (r2.c1 < 5)))) GROUP BY 2 ORDER BY array_agg(DISTINCT (r1.c1 % 5)) ASC NULLS LAST
+   Remote SQL: SELECT array_agg(DISTINCT (r1.c1 % 5)), (r2.c1 % 3) FROM ("S 1"."T 3" r1 FULL JOIN "S 1"."T 4" r2 ON (((r1.c1 = r2.c1)))) WHERE ((((r1.c1 IS NULL) AND (r2.c1 < 5)) OR (r1.c1 < 20))) GROUP BY 2 ORDER BY array_agg(DISTINCT (r1.c1 % 5)) ASC NULLS LAST
 (4 rows)
 
 select array_agg(distinct (t1.c1)%5) from ft4 t1 full join ft5 t2 on (t1.c1 = t2.c1) where t1.c1 < 20 or (t1.c1 is null and t2.c1 < 5) group by (t2.c1)%3 order by 1;
@@ -3123,7 +3123,7 @@ select array_agg(distinct (t1.c1)%5 order by (t1.c1)%5) from ft4 t1 full join ft
  Foreign Scan
    Output: (array_agg(DISTINCT (t1.c1 % 5) ORDER BY (t1.c1 % 5))), ((t2.c1 % 3))
    Relations: Aggregate on ((public.ft4 t1) FULL JOIN (public.ft5 t2))
-   Remote SQL: SELECT array_agg(DISTINCT (r1.c1 % 5) ORDER BY ((r1.c1 % 5)) ASC NULLS LAST), (r2.c1 % 3) FROM ("S 1"."T 3" r1 FULL JOIN "S 1"."T 4" r2 ON (((r1.c1 = r2.c1)))) WHERE (((r1.c1 < 20) OR ((r1.c1 IS NULL) AND (r2.c1 < 5)))) GROUP BY 2 ORDER BY array_agg(DISTINCT (r1.c1 % 5) ORDER BY ((r1.c1 % 5)) ASC NULLS LAST) ASC NULLS LAST
+   Remote SQL: SELECT array_agg(DISTINCT (r1.c1 % 5) ORDER BY ((r1.c1 % 5)) ASC NULLS LAST), (r2.c1 % 3) FROM ("S 1"."T 3" r1 FULL JOIN "S 1"."T 4" r2 ON (((r1.c1 = r2.c1)))) WHERE ((((r1.c1 IS NULL) AND (r2.c1 < 5)) OR (r1.c1 < 20))) GROUP BY 2 ORDER BY array_agg(DISTINCT (r1.c1 % 5) ORDER BY ((r1.c1 % 5)) ASC NULLS LAST) ASC NULLS LAST
 (4 rows)
 
 select array_agg(distinct (t1.c1)%5 order by (t1.c1)%5) from ft4 t1 full join ft5 t2 on (t1.c1 = t2.c1) where t1.c1 < 20 or (t1.c1 is null and t2.c1 < 5) group by (t2.c1)%3 order by 1;
@@ -3140,7 +3140,7 @@ select array_agg(distinct (t1.c1)%5 order by (t1.c1)%5 desc nulls last) from ft4
  Foreign Scan
    Output: (array_agg(DISTINCT (t1.c1 % 5) ORDER BY (t1.c1 % 5) DESC NULLS LAST)), ((t2.c1 % 3))
    Relations: Aggregate on ((public.ft4 t1) FULL JOIN (public.ft5 t2))
-   Remote SQL: SELECT array_agg(DISTINCT (r1.c1 % 5) ORDER BY ((r1.c1 % 5)) DESC NULLS LAST), (r2.c1 % 3) FROM ("S 1"."T 3" r1 FULL JOIN "S 1"."T 4" r2 ON (((r1.c1 = r2.c1)))) WHERE (((r1.c1 < 20) OR ((r1.c1 IS NULL) AND (r2.c1 < 5)))) GROUP BY 2 ORDER BY array_agg(DISTINCT (r1.c1 % 5) ORDER BY ((r1.c1 % 5)) DESC NULLS LAST) ASC NULLS LAST
+   Remote SQL: SELECT array_agg(DISTINCT (r1.c1 % 5) ORDER BY ((r1.c1 % 5)) DESC NULLS LAST), (r2.c1 % 3) FROM ("S 1"."T 3" r1 FULL JOIN "S 1"."T 4" r2 ON (((r1.c1 = r2.c1)))) WHERE ((((r1.c1 IS NULL) AND (r2.c1 < 5)) OR (r1.c1 < 20))) GROUP BY 2 ORDER BY array_agg(DISTINCT (r1.c1 % 5) ORDER BY ((r1.c1 % 5)) DESC NULLS LAST) ASC NULLS LAST
 (4 rows)
 
 select array_agg(distinct (t1.c1)%5 order by (t1.c1)%5 desc nulls last) from ft4 t1 full join ft5 t2 on (t1.c1 = t2.c1) where t1.c1 < 20 or (t1.c1 is null and t2.c1 < 5) group by (t2.c1)%3 order by 1;
@@ -8797,18 +8797,18 @@ insert into utrtest values (2, 'qux');
 -- Check case where the foreign partition is a subplan target rel
 explain (verbose, costs off)
 update utrtest set a = 1 where a = 1 or a = 2 returning *;
-                                             QUERY PLAN                                             
-----------------------------------------------------------------------------------------------------
+                                                  QUERY PLAN                                                  
+--------------------------------------------------------------------------------------------------------------
  Update on public.utrtest
    Output: utrtest_1.a, utrtest_1.b
    Foreign Update on public.remp utrtest_1
    Update on public.locp utrtest_2
    ->  Append
          ->  Foreign Update on public.remp utrtest_1
-               Remote SQL: UPDATE public.loct SET a = 1 WHERE (((a = 1) OR (a = 2))) RETURNING a, b
+               Remote SQL: UPDATE public.loct SET a = 1 WHERE ((a = ANY ('{1,2}'::integer[]))) RETURNING a, b
          ->  Seq Scan on public.locp utrtest_2
                Output: 1, utrtest_2.tableoid, utrtest_2.ctid, NULL::record
-               Filter: ((utrtest_2.a = 1) OR (utrtest_2.a = 2))
+               Filter: (utrtest_2.a = ANY ('{1,2}'::integer[]))
 (10 rows)
 
 -- The new values are concatenated with ' triggered !'
diff --git a/src/backend/nodes/queryjumblefuncs.c b/src/backend/nodes/queryjumblefuncs.c
index e489bfceb5..ee3d67c832 100644
--- a/src/backend/nodes/queryjumblefuncs.c
+++ b/src/backend/nodes/queryjumblefuncs.c
@@ -135,6 +135,33 @@ JumbleQuery(Query *query)
 	return jstate;
 }
 
+JumbleState *
+JumbleExpr(Expr *expr, uint64 *queryId)
+{
+	JumbleState *jstate = NULL;
+
+	Assert(queryId != NULL);
+
+	jstate = (JumbleState *) palloc(sizeof(JumbleState));
+
+	/* Set up workspace for query jumbling */
+	jstate->jumble = (unsigned char *) palloc(JUMBLE_SIZE);
+	jstate->jumble_len = 0;
+	jstate->clocations_buf_size = 32;
+	jstate->clocations = (LocationLen *)
+		palloc(jstate->clocations_buf_size * sizeof(LocationLen));
+	jstate->clocations_count = 0;
+	jstate->highest_extern_param_id = 0;
+
+	/* Compute query ID */
+	_jumbleNode(jstate, (Node *) expr);
+	*queryId = DatumGetUInt64(hash_any_extended(jstate->jumble,
+												jstate->jumble_len,
+												0));
+
+	return jstate;
+}
+
 /*
  * Enables query identifier computation.
  *
diff --git a/src/backend/parser/parse_expr.c b/src/backend/parser/parse_expr.c
index 9300c7b9ab..598bab7d1f 100644
--- a/src/backend/parser/parse_expr.c
+++ b/src/backend/parser/parse_expr.c
@@ -16,12 +16,14 @@
 #include "postgres.h"
 
 #include "catalog/pg_aggregate.h"
+#include "catalog/pg_operator.h"
 #include "catalog/pg_proc.h"
 #include "catalog/pg_type.h"
 #include "commands/dbcommands.h"
 #include "miscadmin.h"
 #include "nodes/makefuncs.h"
 #include "nodes/nodeFuncs.h"
+#include "nodes/queryjumble.h"
 #include "optimizer/optimizer.h"
 #include "parser/analyze.h"
 #include "parser/parse_agg.h"
@@ -38,11 +40,13 @@
 #include "utils/date.h"
 #include "utils/fmgroids.h"
 #include "utils/lsyscache.h"
+#include "utils/syscache.h"
 #include "utils/timestamp.h"
 #include "utils/xml.h"
 
 /* GUC parameters */
 bool		Transform_null_equals = false;
+bool		enable_or_transformation = true;
 
 
 static Node *transformExprRecurse(ParseState *pstate, Node *expr);
@@ -99,6 +103,327 @@ static Expr *make_distinct_op(ParseState *pstate, List *opname,
 static Node *make_nulltest_from_distinct(ParseState *pstate,
 										 A_Expr *distincta, Node *arg);
 
+typedef struct OrClauseGroupKey
+{
+	Expr   *expr; /* Pointer to the expression tree which has been a source for
+					the hashkey value */
+	Oid		opno;
+	Oid		exprtype;
+} OrClauseGroupKey;
+
+typedef struct OrClauseGroupEntry
+{
+	OrClauseGroupKey key;
+
+	Node		   *node;
+	List		   *consts;
+	Oid				scalar_type;
+	List 		   *exprs;
+} OrClauseGroupEntry;
+
+/*
+ * Hash function to find candidate clauses.
+ */
+static uint32
+orclause_hash(const void *data, Size keysize)
+{
+	OrClauseGroupKey   *key = (OrClauseGroupKey *) data;
+	uint64				hash;
+
+	Assert(keysize == sizeof(OrClauseGroupKey));
+
+	(void) JumbleExpr(key->expr, &hash);
+	hash += ((uint64) key->opno + (uint64) key->exprtype);
+	return (uint32) (hash % UINT32_MAX);
+}
+
+static void *
+orclause_keycopy(void *dest, const void *src, Size keysize)
+{
+	OrClauseGroupKey *src_key = (OrClauseGroupKey *) src;
+	OrClauseGroupKey *dst_key = (OrClauseGroupKey *) dest;
+
+	Assert(sizeof(OrClauseGroupKey) == keysize);
+
+	dst_key->expr = src_key->expr;
+	dst_key->opno = src_key->opno;
+	dst_key->exprtype = src_key->exprtype;
+	return dst_key;
+}
+
+/*
+ * Dynahash match function to use in guc_hashtab
+ */
+static int
+orclause_match(const void *data1, const void *data2, Size keysize)
+{
+	OrClauseGroupKey   *key1 = (OrClauseGroupKey *) data1;
+	OrClauseGroupKey   *key2 = (OrClauseGroupKey *) data2;
+
+	Assert(sizeof(OrClauseGroupKey) == keysize);
+
+	if (key1->opno == key2->opno && key1->exprtype == key2->exprtype &&
+		equal(key1->expr, key2->expr))
+		return 0;
+
+	return 1;
+}
+
+static Node *
+transformBoolExprOr(ParseState *pstate, BoolExpr *expr)
+{
+	List				   *or_list = NIL;
+	List				   *entries = NIL;
+	ListCell			   *lc;
+	HASHCTL					info;
+	HTAB 				   *or_group_htab = NULL;
+	int 					len_ors = list_length(expr->args);
+	OrClauseGroupEntry	   *entry = NULL;
+
+	/* If this is not an 'OR' expression, skip the transformation */
+	if (!enable_or_transformation || expr->boolop != OR_EXPR || len_ors < 2)
+		return transformBoolExpr(pstate, (BoolExpr *) expr);
+
+	MemSet(&info, 0, sizeof(info));
+	info.keysize = sizeof(OrClauseGroupKey);
+	info.entrysize = sizeof(OrClauseGroupEntry);
+	info.hash = orclause_hash;
+	info.keycopy = orclause_keycopy;
+	info.match = orclause_match;
+	or_group_htab = hash_create("OR Groups",
+								len_ors,
+								&info,
+								HASH_ELEM | HASH_FUNCTION | HASH_COMPARE | HASH_KEYCOPY);
+
+	foreach(lc, expr->args)
+	{
+		Node				   *arg = lfirst(lc);
+		Node				   *orqual;
+		Node				   *const_expr;
+		Node				   *nconst_expr;
+		OrClauseGroupKey		hashkey;
+		bool					found;
+		Oid						opno;
+		Oid						exprtype;
+		Node				   *leftop, *rightop;
+
+		/* At first, transform the arg and evaluate constant expressions. */
+		orqual = transformExprRecurse(pstate, (Node *) arg);
+		orqual = coerce_to_boolean(pstate, orqual, "OR");
+
+		if (!IsA(orqual, OpExpr))
+		{
+			or_list = lappend(or_list, orqual);
+			continue;
+		}
+
+		opno = ((OpExpr *) orqual)->opno;
+		if (get_op_rettype(opno) != BOOLOID)
+		{
+			/* Only operator returning boolean suits OR -> ANY transformation */
+			or_list = lappend(or_list, orqual);
+			continue;
+		}
+
+		/*
+		 * Detect the constant side of the clause. Recall non-constant
+		 * expression can be made not only with Vars, but also with Params,
+		 * which is not bonded with any relation. Thus, we detect the const
+		 * side - if another side is constant too, the orqual couldn't be
+		 * an OpExpr.
+		 * Get pointers to constant and expression sides of the qual.
+		 */
+		leftop = get_leftop(orqual);
+		if (IsA(leftop, RelabelType))
+			leftop = (Node *) ((RelabelType *) leftop)->arg;
+		rightop = get_rightop(orqual);
+		if (IsA(rightop, RelabelType))
+			rightop = (Node *) ((RelabelType *) rightop)->arg;
+
+		if (IsA(leftop, Const))
+		{
+			opno = get_commutator(opno);
+
+			if (!OidIsValid(opno))
+			{
+				/* commutator doesn't exist, we can't reverse the order */
+				or_list = lappend(or_list, orqual);
+				continue;
+			}
+
+			nconst_expr = get_rightop(orqual);
+			const_expr = get_leftop(orqual);
+		}
+		else if (IsA(rightop, Const))
+		{
+			const_expr = get_rightop(orqual);
+			nconst_expr = get_leftop(orqual);
+		}
+		else
+		{
+			or_list = lappend(or_list, orqual);
+			continue;
+		}
+
+		/*
+		 * Transformation only works with both side type is not
+		 * { array | composite | domain | record }.
+		 * Also, forbid it for volatile expressions.
+		 */
+		exprtype = exprType(nconst_expr);
+		if (type_is_rowtype(exprType(const_expr)) ||
+			type_is_rowtype(exprtype) ||
+			contain_volatile_functions((Node *) nconst_expr))
+		{
+			or_list = lappend(or_list, orqual);
+			continue;
+		}
+
+		/*
+		* At this point we definitely have a transformable clause.
+		* Classify it and add into specific group of clauses, or create new
+		* group.
+		*/
+		hashkey.expr = (Expr *) nconst_expr;
+		hashkey.opno = opno;
+		hashkey.exprtype = exprtype;
+		entry = hash_search(or_group_htab, &hashkey, HASH_ENTER, &found);
+
+		if (unlikely(found))
+		{
+			entry->consts = lappend(entry->consts, const_expr);
+			entry->exprs = lappend(entry->exprs, orqual);
+		}
+		else
+		{
+			entry->node = nconst_expr;
+			entry->consts = list_make1(const_expr);
+			entry->exprs = list_make1(orqual);
+
+			/*
+			 * Add the entry to the list. It is needed exclusively to manage the
+			 * problem with the order of transformed clauses in explain.
+			 * Hash value can depend on the platform and version. Hence,
+			 * sequental scan of the hash table would prone to change the order
+			 * of clauses in lists and, as a result, break regression tests
+			 * accidentially.
+			 */
+			entries = lappend(entries, entry);
+		}
+	}
+
+	/* Let's convert each group of clauses to an IN operation. */
+
+	/*
+	 * Go through the list of groups and convert each, where number of
+	 * consts more than 1. trivial groups move to OR-list again
+	 */
+
+	foreach (lc, entries)
+	{
+		Oid				    scalar_type;
+		Oid					array_type;
+
+		entry = (OrClauseGroupEntry *) lfirst(lc);
+
+		Assert(list_length(entry->consts) > 0);
+		Assert(list_length(entry->exprs) == list_length(entry->consts));
+
+		if (list_length(entry->consts) == 1)
+		{
+			/*
+			 * Only one element in the class. Return origin expression into
+			 * the BoolExpr args list unchanged.
+			 */
+			list_free(entry->consts);
+			or_list = list_concat(or_list, entry->exprs);
+			continue;
+		}
+
+		/*
+		 * Do the transformation.
+		 */
+
+		scalar_type = entry->key.exprtype;
+		array_type = OidIsValid(scalar_type) ? get_array_type(scalar_type) :
+											   InvalidOid;
+
+		if (OidIsValid(array_type))
+		{
+			/*
+			 * OK: coerce all the right-hand non-Var inputs to the common
+			 * type and build an ArrayExpr for them.
+			 */
+			List			   *aexprs = NIL;
+			ArrayExpr		   *newa = NULL;
+			ScalarArrayOpExpr  *saopexpr = NULL;
+			HeapTuple			opertup;
+			Form_pg_operator	operform;
+			List			   *namelist = NIL;
+			ListCell		   *lc1;
+
+			foreach(lc1, entry->consts)
+			{
+				Node   *rexpr = (Node *) lfirst(lc1);
+
+				rexpr = coerce_to_common_type(pstate, rexpr,
+											  scalar_type,
+											  "IN");
+				aexprs = lappend(aexprs, rexpr);
+			}
+
+			newa = makeNode(ArrayExpr);
+			/* array_collid will be set by parse_collate.c */
+			newa->element_typeid = scalar_type;
+			newa->array_typeid = array_type;
+			newa->multidims = false;
+			newa->elements = aexprs;
+			newa->location = -1;
+
+			opertup = SearchSysCache1(OPEROID,
+									  ObjectIdGetDatum(entry->key.opno));
+			if (!HeapTupleIsValid(opertup))
+				elog(ERROR, "cache lookup failed for operator %u",
+					 entry->key.opno);
+
+			operform = (Form_pg_operator) GETSTRUCT(opertup);
+			if (!OperatorIsVisible(entry->key.opno))
+				namelist = lappend(namelist, makeString(get_namespace_name(operform->oprnamespace)));
+
+			namelist = lappend(namelist, makeString(pstrdup(NameStr(operform->oprname))));
+			ReleaseSysCache(opertup);
+
+			saopexpr =
+				(ScalarArrayOpExpr *)
+					make_scalar_array_op(pstate,
+										 namelist,
+										 true,
+										 entry->node,
+										 (Node *) newa,
+										 -1);
+
+			or_list = lappend(or_list, (void *) saopexpr);
+		}
+		else
+		{
+			/*
+			 * If the const node (right side of operator expression) 's type
+			 *  don't have “true” array type, then we cannnot do the transformation.
+			 * We simply concatenate the expression node.
+			 *
+			 */
+			list_free(entry->consts);
+			or_list = list_concat(or_list, entry->exprs);
+		}
+	}
+	hash_destroy(or_group_htab);
+	list_free(entries);
+
+	/* One more trick: assemble correct clause */
+	return (Node *) ((list_length(or_list) > 1) ?
+					 makeBoolExpr(OR_EXPR, or_list, expr->location) :
+					 linitial(or_list));
+}
 
 /*
  * transformExpr -
@@ -212,7 +537,7 @@ transformExprRecurse(ParseState *pstate, Node *expr)
 			}
 
 		case T_BoolExpr:
-			result = transformBoolExpr(pstate, (BoolExpr *) expr);
+			result = transformBoolExprOr(pstate, (BoolExpr *) expr);
 			break;
 
 		case T_FuncCall:
diff --git a/src/backend/utils/misc/guc_tables.c b/src/backend/utils/misc/guc_tables.c
index 7fe58518d7..ddda2d3c48 100644
--- a/src/backend/utils/misc/guc_tables.c
+++ b/src/backend/utils/misc/guc_tables.c
@@ -1071,6 +1071,17 @@ struct config_bool ConfigureNamesBool[] =
 		true,
 		NULL, NULL, NULL
 	},
+	{
+		{"enable_or_transformation", PGC_USERSET, QUERY_TUNING_OTHER,
+			gettext_noop("Transform a sequence of OR clauses to an IN expression."),
+			gettext_noop("The planner will replace clauses like 'x=c1 OR x=c2 .."
+						 "to the clause 'x IN (c1,c2,...)'"),
+			GUC_EXPLAIN
+		},
+		&enable_or_transformation,
+		true,
+		NULL, NULL, NULL
+	},
 	{
 		/*
 		 * Not for general use --- used by SET SESSION AUTHORIZATION and SET
diff --git a/src/backend/utils/misc/postgresql.conf.sample b/src/backend/utils/misc/postgresql.conf.sample
index da10b43dac..6876d73392 100644
--- a/src/backend/utils/misc/postgresql.conf.sample
+++ b/src/backend/utils/misc/postgresql.conf.sample
@@ -379,6 +379,7 @@
 # - Planner Method Configuration -
 
 #enable_async_append = on
+#enable_or_transformation = on
 #enable_bitmapscan = on
 #enable_gathermerge = on
 #enable_hashagg = on
diff --git a/src/bin/pg_dump/t/002_pg_dump.pl b/src/bin/pg_dump/t/002_pg_dump.pl
index 00b5092713..d28bf617db 100644
--- a/src/bin/pg_dump/t/002_pg_dump.pl
+++ b/src/bin/pg_dump/t/002_pg_dump.pl
@@ -2095,9 +2095,9 @@ my %tests = (
 		regexp => qr/^
 			\QCREATE DOMAIN dump_test.us_postal_code AS text COLLATE pg_catalog."C" DEFAULT '10014'::text\E\n\s+
 			\QCONSTRAINT us_postal_code_check CHECK \E
-			\Q(((VALUE ~ '^\d{5}\E
-			\$\Q'::text) OR (VALUE ~ '^\d{5}-\d{4}\E\$
-			\Q'::text)));\E(.|\n)*
+			\Q((VALUE ~ ANY (ARRAY['^\d{5}\E
+			\$\Q'::text, '^\d{5}-\d{4}\E\$
+			\Q'::text])));\E(.|\n)*
 			\QCOMMENT ON CONSTRAINT us_postal_code_check ON DOMAIN dump_test.us_postal_code IS 'check it';\E
 			/xm,
 		like =>
diff --git a/src/include/nodes/queryjumble.h b/src/include/nodes/queryjumble.h
index f1c55c8067..a9ae048af5 100644
--- a/src/include/nodes/queryjumble.h
+++ b/src/include/nodes/queryjumble.h
@@ -65,6 +65,7 @@ extern PGDLLIMPORT int compute_query_id;
 
 extern const char *CleanQuerytext(const char *query, int *location, int *len);
 extern JumbleState *JumbleQuery(Query *query);
+extern JumbleState *JumbleExpr(Expr *expr, uint64 *queryId);
 extern void EnableQueryId(void);
 
 extern PGDLLIMPORT bool query_id_enabled;
diff --git a/src/include/optimizer/optimizer.h b/src/include/optimizer/optimizer.h
index 7b63c5cf71..35ab577501 100644
--- a/src/include/optimizer/optimizer.h
+++ b/src/include/optimizer/optimizer.h
@@ -50,6 +50,7 @@ struct PlannedStmt;
 struct ParamListInfoData;
 struct HeapTupleData;
 
+extern PGDLLIMPORT bool enable_or_transformation;
 
 /* in path/clausesel.c: */
 
diff --git a/src/test/regress/expected/create_index.out b/src/test/regress/expected/create_index.out
index 79fa117cb5..b8653c09ea 100644
--- a/src/test/regress/expected/create_index.out
+++ b/src/test/regress/expected/create_index.out
@@ -1838,18 +1838,50 @@ DROP TABLE onek_with_null;
 EXPLAIN (COSTS OFF)
 SELECT * FROM tenk1
   WHERE thousand = 42 AND (tenthous = 1 OR tenthous = 3 OR tenthous = 42);
-                                                               QUERY PLAN                                                                
------------------------------------------------------------------------------------------------------------------------------------------
- Bitmap Heap Scan on tenk1
-   Recheck Cond: (((thousand = 42) AND (tenthous = 1)) OR ((thousand = 42) AND (tenthous = 3)) OR ((thousand = 42) AND (tenthous = 42)))
-   ->  BitmapOr
-         ->  Bitmap Index Scan on tenk1_thous_tenthous
-               Index Cond: ((thousand = 42) AND (tenthous = 1))
-         ->  Bitmap Index Scan on tenk1_thous_tenthous
-               Index Cond: ((thousand = 42) AND (tenthous = 3))
-         ->  Bitmap Index Scan on tenk1_thous_tenthous
-               Index Cond: ((thousand = 42) AND (tenthous = 42))
-(9 rows)
+                                  QUERY PLAN                                  
+------------------------------------------------------------------------------
+ Index Scan using tenk1_thous_tenthous on tenk1
+   Index Cond: ((thousand = 42) AND (tenthous = ANY ('{1,3,42}'::integer[])))
+(2 rows)
+
+SELECT * FROM tenk1
+  WHERE thousand = 42 AND (tenthous = 1 OR tenthous = 3 OR tenthous = 42);
+ unique1 | unique2 | two | four | ten | twenty | hundred | thousand | twothousand | fivethous | tenthous | odd | even | stringu1 | stringu2 | string4 
+---------+---------+-----+------+-----+--------+---------+----------+-------------+-----------+----------+-----+------+----------+----------+---------
+      42 |    5530 |   0 |    2 |   2 |      2 |      42 |       42 |          42 |        42 |       42 |  84 |   85 | QBAAAA   | SEIAAA   | OOOOxx
+(1 row)
+
+EXPLAIN (COSTS OFF)
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand = 42 OR thousand = 99);
+                                     QUERY PLAN                                     
+------------------------------------------------------------------------------------
+ Aggregate
+   ->  Bitmap Heap Scan on tenk1
+         Recheck Cond: ((hundred = 42) AND (thousand = ANY ('{42,99}'::integer[])))
+         ->  BitmapAnd
+               ->  Bitmap Index Scan on tenk1_hundred
+                     Index Cond: (hundred = 42)
+               ->  Bitmap Index Scan on tenk1_thous_tenthous
+                     Index Cond: (thousand = ANY ('{42,99}'::integer[]))
+(8 rows)
+
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand = 42 OR thousand = 99);
+ count 
+-------
+    10
+(1 row)
+
+SET enable_or_transformation = on;
+EXPLAIN (COSTS OFF)
+SELECT * FROM tenk1
+  WHERE thousand = 42 AND (tenthous = 1 OR tenthous = 3 OR tenthous = 42);
+                                  QUERY PLAN                                  
+------------------------------------------------------------------------------
+ Index Scan using tenk1_thous_tenthous on tenk1
+   Index Cond: ((thousand = 42) AND (tenthous = ANY ('{1,3,42}'::integer[])))
+(2 rows)
 
 SELECT * FROM tenk1
   WHERE thousand = 42 AND (tenthous = 1 OR tenthous = 3 OR tenthous = 42);
@@ -1861,28 +1893,116 @@ SELECT * FROM tenk1
 EXPLAIN (COSTS OFF)
 SELECT count(*) FROM tenk1
   WHERE hundred = 42 AND (thousand = 42 OR thousand = 99);
-                                   QUERY PLAN                                    
----------------------------------------------------------------------------------
+                                     QUERY PLAN                                     
+------------------------------------------------------------------------------------
+ Aggregate
+   ->  Bitmap Heap Scan on tenk1
+         Recheck Cond: ((hundred = 42) AND (thousand = ANY ('{42,99}'::integer[])))
+         ->  BitmapAnd
+               ->  Bitmap Index Scan on tenk1_hundred
+                     Index Cond: (hundred = 42)
+               ->  Bitmap Index Scan on tenk1_thous_tenthous
+                     Index Cond: (thousand = ANY ('{42,99}'::integer[]))
+(8 rows)
+
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand = 42 OR thousand = 99);
+ count 
+-------
+    10
+(1 row)
+
+EXPLAIN (COSTS OFF)
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand < 42 OR thousand < 99 OR 43 > thousand OR 42 > thousand);
+                                        QUERY PLAN                                        
+------------------------------------------------------------------------------------------
+ Aggregate
+   ->  Bitmap Heap Scan on tenk1
+         Recheck Cond: ((hundred = 42) AND (thousand < ANY ('{42,99,43,42}'::integer[])))
+         ->  BitmapAnd
+               ->  Bitmap Index Scan on tenk1_hundred
+                     Index Cond: (hundred = 42)
+               ->  Bitmap Index Scan on tenk1_thous_tenthous
+                     Index Cond: (thousand < ANY ('{42,99,43,42}'::integer[]))
+(8 rows)
+
+EXPLAIN (COSTS OFF)
+SELECT count(*) FROM tenk1
+  WHERE thousand = 42 AND (tenthous = 1 OR tenthous = 3) OR thousand = 41;
+                                               QUERY PLAN                                               
+--------------------------------------------------------------------------------------------------------
+ Aggregate
+   ->  Bitmap Heap Scan on tenk1
+         Recheck Cond: (((thousand = 42) AND (tenthous = ANY ('{1,3}'::integer[]))) OR (thousand = 41))
+         ->  BitmapOr
+               ->  Bitmap Index Scan on tenk1_thous_tenthous
+                     Index Cond: ((thousand = 42) AND (tenthous = ANY ('{1,3}'::integer[])))
+               ->  Bitmap Index Scan on tenk1_thous_tenthous
+                     Index Cond: (thousand = 41)
+(8 rows)
+
+SELECT count(*) FROM tenk1
+  WHERE thousand = 42 AND (tenthous = 1 OR tenthous = 3) OR thousand = 41;
+ count 
+-------
+    10
+(1 row)
+
+EXPLAIN (COSTS OFF)
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand = 42 OR thousand = 99 OR tenthous < 2) OR thousand = 41;
+                                                         QUERY PLAN                                                          
+-----------------------------------------------------------------------------------------------------------------------------
+ Aggregate
+   ->  Bitmap Heap Scan on tenk1
+         Recheck Cond: (((hundred = 42) AND ((thousand = ANY ('{42,99}'::integer[])) OR (tenthous < 2))) OR (thousand = 41))
+         ->  BitmapOr
+               ->  BitmapAnd
+                     ->  Bitmap Index Scan on tenk1_hundred
+                           Index Cond: (hundred = 42)
+                     ->  BitmapOr
+                           ->  Bitmap Index Scan on tenk1_thous_tenthous
+                                 Index Cond: (thousand = ANY ('{42,99}'::integer[]))
+                           ->  Bitmap Index Scan on tenk1_thous_tenthous
+                                 Index Cond: (tenthous < 2)
+               ->  Bitmap Index Scan on tenk1_thous_tenthous
+                     Index Cond: (thousand = 41)
+(14 rows)
+
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand = 42 OR thousand = 99 OR tenthous < 2) OR thousand = 41;
+ count 
+-------
+    20
+(1 row)
+
+EXPLAIN (COSTS OFF)
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand = 42 OR thousand = 41 OR thousand = 99 AND tenthous = 2);
+                                                          QUERY PLAN                                                          
+------------------------------------------------------------------------------------------------------------------------------
  Aggregate
    ->  Bitmap Heap Scan on tenk1
-         Recheck Cond: ((hundred = 42) AND ((thousand = 42) OR (thousand = 99)))
+         Recheck Cond: ((hundred = 42) AND (((thousand = 99) AND (tenthous = 2)) OR (thousand = ANY ('{42,41}'::integer[]))))
          ->  BitmapAnd
                ->  Bitmap Index Scan on tenk1_hundred
                      Index Cond: (hundred = 42)
                ->  BitmapOr
                      ->  Bitmap Index Scan on tenk1_thous_tenthous
-                           Index Cond: (thousand = 42)
+                           Index Cond: ((thousand = 99) AND (tenthous = 2))
                      ->  Bitmap Index Scan on tenk1_thous_tenthous
-                           Index Cond: (thousand = 99)
+                           Index Cond: (thousand = ANY ('{42,41}'::integer[]))
 (11 rows)
 
 SELECT count(*) FROM tenk1
-  WHERE hundred = 42 AND (thousand = 42 OR thousand = 99);
+  WHERE hundred = 42 AND (thousand = 42 OR thousand = 41 OR thousand = 99 AND tenthous = 2);
  count 
 -------
     10
 (1 row)
 
+RESET enable_or_transformation;
 --
 -- Check behavior with duplicate index column contents
 --
diff --git a/src/test/regress/expected/inherit.out b/src/test/regress/expected/inherit.out
index 130a924228..684886336c 100644
--- a/src/test/regress/expected/inherit.out
+++ b/src/test/regress/expected/inherit.out
@@ -2600,7 +2600,7 @@ explain (costs off) select * from list_parted where a = 'ab' or a in (null, 'cd'
                                    QUERY PLAN                                    
 ---------------------------------------------------------------------------------
  Seq Scan on part_ab_cd list_parted
-   Filter: (((a)::text = 'ab'::text) OR ((a)::text = ANY ('{NULL,cd}'::text[])))
+   Filter: (((a)::text = ANY ('{NULL,cd}'::text[])) OR ((a)::text = 'ab'::text))
 (2 rows)
 
 explain (costs off) select * from list_parted where a = 'ab';
diff --git a/src/test/regress/expected/join.out b/src/test/regress/expected/join.out
index 9c08d0134c..256ed8acb5 100644
--- a/src/test/regress/expected/join.out
+++ b/src/test/regress/expected/join.out
@@ -4210,10 +4210,10 @@ explain (costs off)
 select * from tenk1 a join tenk1 b on
   (a.unique1 = 1 and b.unique1 = 2) or
   ((a.unique2 = 3 or a.unique2 = 7) and b.hundred = 4);
-                                                      QUERY PLAN                                                      
-----------------------------------------------------------------------------------------------------------------------
+                                                       QUERY PLAN                                                       
+------------------------------------------------------------------------------------------------------------------------
  Nested Loop
-   Join Filter: (((a.unique1 = 1) AND (b.unique1 = 2)) OR (((a.unique2 = 3) OR (a.unique2 = 7)) AND (b.hundred = 4)))
+   Join Filter: (((a.unique1 = 1) AND (b.unique1 = 2)) OR ((a.unique2 = ANY ('{3,7}'::integer[])) AND (b.hundred = 4)))
    ->  Bitmap Heap Scan on tenk1 b
          Recheck Cond: ((unique1 = 2) OR (hundred = 4))
          ->  BitmapOr
@@ -4223,16 +4223,64 @@ select * from tenk1 a join tenk1 b on
                      Index Cond: (hundred = 4)
    ->  Materialize
          ->  Bitmap Heap Scan on tenk1 a
-               Recheck Cond: ((unique1 = 1) OR (unique2 = 3) OR (unique2 = 7))
+               Recheck Cond: ((unique1 = 1) OR (unique2 = ANY ('{3,7}'::integer[])))
                ->  BitmapOr
                      ->  Bitmap Index Scan on tenk1_unique1
                            Index Cond: (unique1 = 1)
                      ->  Bitmap Index Scan on tenk1_unique2
-                           Index Cond: (unique2 = 3)
+                           Index Cond: (unique2 = ANY ('{3,7}'::integer[]))
+(17 rows)
+
+SET enable_or_transformation = on;
+explain (costs off)
+select * from tenk1 a join tenk1 b on
+  (a.unique1 = 1 and b.unique1 = 2) or
+  ((a.unique2 = 3 or a.unique2 = 7) and b.hundred = 4);
+                                                       QUERY PLAN                                                       
+------------------------------------------------------------------------------------------------------------------------
+ Nested Loop
+   Join Filter: (((a.unique1 = 1) AND (b.unique1 = 2)) OR ((a.unique2 = ANY ('{3,7}'::integer[])) AND (b.hundred = 4)))
+   ->  Bitmap Heap Scan on tenk1 b
+         Recheck Cond: ((unique1 = 2) OR (hundred = 4))
+         ->  BitmapOr
+               ->  Bitmap Index Scan on tenk1_unique1
+                     Index Cond: (unique1 = 2)
+               ->  Bitmap Index Scan on tenk1_hundred
+                     Index Cond: (hundred = 4)
+   ->  Materialize
+         ->  Bitmap Heap Scan on tenk1 a
+               Recheck Cond: ((unique1 = 1) OR (unique2 = ANY ('{3,7}'::integer[])))
+               ->  BitmapOr
+                     ->  Bitmap Index Scan on tenk1_unique1
+                           Index Cond: (unique1 = 1)
                      ->  Bitmap Index Scan on tenk1_unique2
-                           Index Cond: (unique2 = 7)
-(19 rows)
+                           Index Cond: (unique2 = ANY ('{3,7}'::integer[]))
+(17 rows)
+
+explain (costs off)
+select * from tenk1 a join tenk1 b on
+  (a.unique1 < 20 or a.unique1 = 3 or a.unique1 = 1 and b.unique1 = 2) or
+  ((a.unique2 = 3 or a.unique2 = 7) and b.hundred = 4);
+                                                                          QUERY PLAN                                                                           
+---------------------------------------------------------------------------------------------------------------------------------------------------------------
+ Nested Loop
+   Join Filter: (((a.unique1 = 1) AND (b.unique1 = 2)) OR ((a.unique2 = ANY ('{3,7}'::integer[])) AND (b.hundred = 4)) OR (a.unique1 < 20) OR (a.unique1 = 3))
+   ->  Seq Scan on tenk1 b
+   ->  Materialize
+         ->  Bitmap Heap Scan on tenk1 a
+               Recheck Cond: ((unique1 = 1) OR (unique2 = ANY ('{3,7}'::integer[])) OR (unique1 < 20) OR (unique1 = 3))
+               ->  BitmapOr
+                     ->  Bitmap Index Scan on tenk1_unique1
+                           Index Cond: (unique1 = 1)
+                     ->  Bitmap Index Scan on tenk1_unique2
+                           Index Cond: (unique2 = ANY ('{3,7}'::integer[]))
+                     ->  Bitmap Index Scan on tenk1_unique1
+                           Index Cond: (unique1 < 20)
+                     ->  Bitmap Index Scan on tenk1_unique1
+                           Index Cond: (unique1 = 3)
+(15 rows)
 
+RESET enable_or_transformation;
 --
 -- test placement of movable quals in a parameterized join tree
 --
diff --git a/src/test/regress/expected/partition_prune.out b/src/test/regress/expected/partition_prune.out
index 9a4c48c055..3423af4768 100644
--- a/src/test/regress/expected/partition_prune.out
+++ b/src/test/regress/expected/partition_prune.out
@@ -82,25 +82,47 @@ explain (costs off) select * from lp where a is null;
 (2 rows)
 
 explain (costs off) select * from lp where a = 'a' or a = 'c';
-                        QUERY PLAN                        
-----------------------------------------------------------
+                  QUERY PLAN                   
+-----------------------------------------------
  Append
    ->  Seq Scan on lp_ad lp_1
-         Filter: ((a = 'a'::bpchar) OR (a = 'c'::bpchar))
+         Filter: (a = ANY ('{a,c}'::bpchar[]))
    ->  Seq Scan on lp_bc lp_2
-         Filter: ((a = 'a'::bpchar) OR (a = 'c'::bpchar))
+         Filter: (a = ANY ('{a,c}'::bpchar[]))
 (5 rows)
 
 explain (costs off) select * from lp where a is not null and (a = 'a' or a = 'c');
-                                   QUERY PLAN                                   
---------------------------------------------------------------------------------
+                             QUERY PLAN                              
+---------------------------------------------------------------------
  Append
    ->  Seq Scan on lp_ad lp_1
-         Filter: ((a IS NOT NULL) AND ((a = 'a'::bpchar) OR (a = 'c'::bpchar)))
+         Filter: ((a IS NOT NULL) AND (a = ANY ('{a,c}'::bpchar[])))
    ->  Seq Scan on lp_bc lp_2
-         Filter: ((a IS NOT NULL) AND ((a = 'a'::bpchar) OR (a = 'c'::bpchar)))
+         Filter: ((a IS NOT NULL) AND (a = ANY ('{a,c}'::bpchar[])))
 (5 rows)
 
+SET enable_or_transformation = on;
+explain (costs off) select * from lp where a = 'a' or a = 'c';
+                  QUERY PLAN                   
+-----------------------------------------------
+ Append
+   ->  Seq Scan on lp_ad lp_1
+         Filter: (a = ANY ('{a,c}'::bpchar[]))
+   ->  Seq Scan on lp_bc lp_2
+         Filter: (a = ANY ('{a,c}'::bpchar[]))
+(5 rows)
+
+explain (costs off) select * from lp where a is not null and (a = 'a' or a = 'c');
+                             QUERY PLAN                              
+---------------------------------------------------------------------
+ Append
+   ->  Seq Scan on lp_ad lp_1
+         Filter: ((a IS NOT NULL) AND (a = ANY ('{a,c}'::bpchar[])))
+   ->  Seq Scan on lp_bc lp_2
+         Filter: ((a IS NOT NULL) AND (a = ANY ('{a,c}'::bpchar[])))
+(5 rows)
+
+RESET enable_or_transformation;
 explain (costs off) select * from lp where a <> 'g';
              QUERY PLAN             
 ------------------------------------
@@ -515,10 +537,10 @@ explain (costs off) select * from rlp where a <= 31;
 (27 rows)
 
 explain (costs off) select * from rlp where a = 1 or a = 7;
-           QUERY PLAN           
---------------------------------
+                QUERY PLAN                
+------------------------------------------
  Seq Scan on rlp2 rlp
-   Filter: ((a = 1) OR (a = 7))
+   Filter: (a = ANY ('{1,7}'::integer[]))
 (2 rows)
 
 explain (costs off) select * from rlp where a = 1 or b = 'ab';
@@ -589,20 +611,20 @@ explain (costs off) select * from rlp where a < 1 or (a > 20 and a < 25);
 ------------------------------------------------------
  Append
    ->  Seq Scan on rlp1 rlp_1
-         Filter: ((a < 1) OR ((a > 20) AND (a < 25)))
+         Filter: (((a > 20) AND (a < 25)) OR (a < 1))
    ->  Seq Scan on rlp4_1 rlp_2
-         Filter: ((a < 1) OR ((a > 20) AND (a < 25)))
+         Filter: (((a > 20) AND (a < 25)) OR (a < 1))
 (5 rows)
 
 -- where clause contradicts sub-partition's constraint
 explain (costs off) select * from rlp where a = 20 or a = 40;
-               QUERY PLAN               
-----------------------------------------
+                    QUERY PLAN                    
+--------------------------------------------------
  Append
    ->  Seq Scan on rlp4_1 rlp_1
-         Filter: ((a = 20) OR (a = 40))
+         Filter: (a = ANY ('{20,40}'::integer[]))
    ->  Seq Scan on rlp5_default rlp_2
-         Filter: ((a = 20) OR (a = 40))
+         Filter: (a = ANY ('{20,40}'::integer[]))
 (5 rows)
 
 explain (costs off) select * from rlp3 where a = 20;   /* empty */
@@ -671,6 +693,163 @@ explain (costs off) select * from rlp where (a = 1 and a = 3) or (a > 1 and a =
          Filter: (((a = 1) AND (a = 3)) OR ((a > 1) AND (a = 15)))
 (11 rows)
 
+SET enable_or_transformation = on;
+explain (costs off) select * from rlp where a = 1 or a = 7;
+                QUERY PLAN                
+------------------------------------------
+ Seq Scan on rlp2 rlp
+   Filter: (a = ANY ('{1,7}'::integer[]))
+(2 rows)
+
+explain (costs off) select * from rlp where a = 1 or b = 'ab';
+                      QUERY PLAN                       
+-------------------------------------------------------
+ Append
+   ->  Seq Scan on rlp1 rlp_1
+         Filter: ((a = 1) OR ((b)::text = 'ab'::text))
+   ->  Seq Scan on rlp2 rlp_2
+         Filter: ((a = 1) OR ((b)::text = 'ab'::text))
+   ->  Seq Scan on rlp3abcd rlp_3
+         Filter: ((a = 1) OR ((b)::text = 'ab'::text))
+   ->  Seq Scan on rlp4_1 rlp_4
+         Filter: ((a = 1) OR ((b)::text = 'ab'::text))
+   ->  Seq Scan on rlp4_2 rlp_5
+         Filter: ((a = 1) OR ((b)::text = 'ab'::text))
+   ->  Seq Scan on rlp4_default rlp_6
+         Filter: ((a = 1) OR ((b)::text = 'ab'::text))
+   ->  Seq Scan on rlp5_1 rlp_7
+         Filter: ((a = 1) OR ((b)::text = 'ab'::text))
+   ->  Seq Scan on rlp5_default rlp_8
+         Filter: ((a = 1) OR ((b)::text = 'ab'::text))
+   ->  Seq Scan on rlp_default_10 rlp_9
+         Filter: ((a = 1) OR ((b)::text = 'ab'::text))
+   ->  Seq Scan on rlp_default_30 rlp_10
+         Filter: ((a = 1) OR ((b)::text = 'ab'::text))
+   ->  Seq Scan on rlp_default_null rlp_11
+         Filter: ((a = 1) OR ((b)::text = 'ab'::text))
+   ->  Seq Scan on rlp_default_default rlp_12
+         Filter: ((a = 1) OR ((b)::text = 'ab'::text))
+(25 rows)
+
+explain (costs off) select * from rlp where a > 20 and a < 27;
+               QUERY PLAN                
+-----------------------------------------
+ Append
+   ->  Seq Scan on rlp4_1 rlp_1
+         Filter: ((a > 20) AND (a < 27))
+   ->  Seq Scan on rlp4_2 rlp_2
+         Filter: ((a > 20) AND (a < 27))
+(5 rows)
+
+explain (costs off) select * from rlp where a = 29;
+          QUERY PLAN          
+------------------------------
+ Seq Scan on rlp4_default rlp
+   Filter: (a = 29)
+(2 rows)
+
+explain (costs off) select * from rlp where a >= 29;
+                 QUERY PLAN                  
+---------------------------------------------
+ Append
+   ->  Seq Scan on rlp4_default rlp_1
+         Filter: (a >= 29)
+   ->  Seq Scan on rlp5_1 rlp_2
+         Filter: (a >= 29)
+   ->  Seq Scan on rlp5_default rlp_3
+         Filter: (a >= 29)
+   ->  Seq Scan on rlp_default_30 rlp_4
+         Filter: (a >= 29)
+   ->  Seq Scan on rlp_default_default rlp_5
+         Filter: (a >= 29)
+(11 rows)
+
+explain (costs off) select * from rlp where a < 1 or (a > 20 and a < 25);
+                      QUERY PLAN                      
+------------------------------------------------------
+ Append
+   ->  Seq Scan on rlp1 rlp_1
+         Filter: (((a > 20) AND (a < 25)) OR (a < 1))
+   ->  Seq Scan on rlp4_1 rlp_2
+         Filter: (((a > 20) AND (a < 25)) OR (a < 1))
+(5 rows)
+
+explain (costs off) select * from rlp where a = 20 or a = 40;
+                    QUERY PLAN                    
+--------------------------------------------------
+ Append
+   ->  Seq Scan on rlp4_1 rlp_1
+         Filter: (a = ANY ('{20,40}'::integer[]))
+   ->  Seq Scan on rlp5_default rlp_2
+         Filter: (a = ANY ('{20,40}'::integer[]))
+(5 rows)
+
+explain (costs off) select * from rlp3 where a = 20;   /* empty */
+        QUERY PLAN        
+--------------------------
+ Result
+   One-Time Filter: false
+(2 rows)
+
+explain (costs off) select * from rlp where a > 1 and a = 10;	/* only default */
+            QUERY PLAN            
+----------------------------------
+ Seq Scan on rlp_default_10 rlp
+   Filter: ((a > 1) AND (a = 10))
+(2 rows)
+
+explain (costs off) select * from rlp where a > 1 and a >=15;	/* rlp3 onwards, including default */
+                  QUERY PLAN                  
+----------------------------------------------
+ Append
+   ->  Seq Scan on rlp3abcd rlp_1
+         Filter: ((a > 1) AND (a >= 15))
+   ->  Seq Scan on rlp3efgh rlp_2
+         Filter: ((a > 1) AND (a >= 15))
+   ->  Seq Scan on rlp3nullxy rlp_3
+         Filter: ((a > 1) AND (a >= 15))
+   ->  Seq Scan on rlp3_default rlp_4
+         Filter: ((a > 1) AND (a >= 15))
+   ->  Seq Scan on rlp4_1 rlp_5
+         Filter: ((a > 1) AND (a >= 15))
+   ->  Seq Scan on rlp4_2 rlp_6
+         Filter: ((a > 1) AND (a >= 15))
+   ->  Seq Scan on rlp4_default rlp_7
+         Filter: ((a > 1) AND (a >= 15))
+   ->  Seq Scan on rlp5_1 rlp_8
+         Filter: ((a > 1) AND (a >= 15))
+   ->  Seq Scan on rlp5_default rlp_9
+         Filter: ((a > 1) AND (a >= 15))
+   ->  Seq Scan on rlp_default_30 rlp_10
+         Filter: ((a > 1) AND (a >= 15))
+   ->  Seq Scan on rlp_default_default rlp_11
+         Filter: ((a > 1) AND (a >= 15))
+(23 rows)
+
+explain (costs off) select * from rlp where a = 1 and a = 3;	/* empty */
+        QUERY PLAN        
+--------------------------
+ Result
+   One-Time Filter: false
+(2 rows)
+
+explain (costs off) select * from rlp where (a = 1 and a = 3) or (a > 1 and a = 15);
+                            QUERY PLAN                             
+-------------------------------------------------------------------
+ Append
+   ->  Seq Scan on rlp2 rlp_1
+         Filter: (((a = 1) AND (a = 3)) OR ((a > 1) AND (a = 15)))
+   ->  Seq Scan on rlp3abcd rlp_2
+         Filter: (((a = 1) AND (a = 3)) OR ((a > 1) AND (a = 15)))
+   ->  Seq Scan on rlp3efgh rlp_3
+         Filter: (((a = 1) AND (a = 3)) OR ((a > 1) AND (a = 15)))
+   ->  Seq Scan on rlp3nullxy rlp_4
+         Filter: (((a = 1) AND (a = 3)) OR ((a > 1) AND (a = 15)))
+   ->  Seq Scan on rlp3_default rlp_5
+         Filter: (((a = 1) AND (a = 3)) OR ((a > 1) AND (a = 15)))
+(11 rows)
+
+RESET enable_or_transformation;
 -- multi-column keys
 create table mc3p (a int, b int, c int) partition by range (a, abs(b), c);
 create table mc3p_default partition of mc3p default;
@@ -1933,10 +2112,10 @@ explain (costs off) select * from hp where a = 1 and b = 'abcde';
 
 explain (costs off) select * from hp where a = 1 and b = 'abcde' and
   (c = 2 or c = 3);
-                              QUERY PLAN                              
-----------------------------------------------------------------------
+                                   QUERY PLAN                                   
+--------------------------------------------------------------------------------
  Seq Scan on hp2 hp
-   Filter: ((a = 1) AND (b = 'abcde'::text) AND ((c = 2) OR (c = 3)))
+   Filter: ((c = ANY ('{2,3}'::integer[])) AND (a = 1) AND (b = 'abcde'::text))
 (2 rows)
 
 drop table hp2;
diff --git a/src/test/regress/expected/rules.out b/src/test/regress/expected/rules.out
index abc944e8b8..3ec614c437 100644
--- a/src/test/regress/expected/rules.out
+++ b/src/test/regress/expected/rules.out
@@ -2500,7 +2500,7 @@ pg_stats| SELECT n.nspname AS schemaname,
      JOIN pg_class c ON ((c.oid = s.starelid)))
      JOIN pg_attribute a ON (((c.oid = a.attrelid) AND (a.attnum = s.staattnum))))
      LEFT JOIN pg_namespace n ON ((n.oid = c.relnamespace)))
-  WHERE ((NOT a.attisdropped) AND has_column_privilege(c.oid, a.attnum, 'select'::text) AND ((c.relrowsecurity = false) OR (NOT row_security_active(c.oid))));
+  WHERE ((NOT a.attisdropped) AND has_column_privilege(c.oid, a.attnum, 'select'::text) AND ((NOT row_security_active(c.oid)) OR (c.relrowsecurity = false)));
 pg_stats_ext| SELECT cn.nspname AS schemaname,
     c.relname AS tablename,
     sn.nspname AS statistics_schemaname,
@@ -2531,7 +2531,7 @@ pg_stats_ext| SELECT cn.nspname AS schemaname,
   WHERE ((NOT (EXISTS ( SELECT 1
            FROM (unnest(s.stxkeys) k(k)
              JOIN pg_attribute a ON (((a.attrelid = s.stxrelid) AND (a.attnum = k.k))))
-          WHERE (NOT has_column_privilege(c.oid, a.attnum, 'select'::text))))) AND ((c.relrowsecurity = false) OR (NOT row_security_active(c.oid))));
+          WHERE (NOT has_column_privilege(c.oid, a.attnum, 'select'::text))))) AND ((NOT row_security_active(c.oid)) OR (c.relrowsecurity = false)));
 pg_stats_ext_exprs| SELECT cn.nspname AS schemaname,
     c.relname AS tablename,
     sn.nspname AS statistics_schemaname,
diff --git a/src/test/regress/expected/stats_ext.out b/src/test/regress/expected/stats_ext.out
index 10903bdab0..6f55b9e3ec 100644
--- a/src/test/regress/expected/stats_ext.out
+++ b/src/test/regress/expected/stats_ext.out
@@ -1322,19 +1322,19 @@ SELECT * FROM check_estimated_rows('SELECT * FROM functional_dependencies WHERE
 SELECT * FROM check_estimated_rows('SELECT * FROM functional_dependencies WHERE (a = 1 OR a = 51) AND b = ''1''');
  estimated | actual 
 -----------+--------
-        99 |    100
+       100 |    100
 (1 row)
 
 SELECT * FROM check_estimated_rows('SELECT * FROM functional_dependencies WHERE (a = 1 OR a = 51) AND (b = ''1'' OR b = ''2'')');
  estimated | actual 
 -----------+--------
-        99 |    100
+       100 |    100
 (1 row)
 
 SELECT * FROM check_estimated_rows('SELECT * FROM functional_dependencies WHERE (a = 1 OR a = 2 OR a = 51 OR a = 52) AND (b = ''1'' OR b = ''2'')');
  estimated | actual 
 -----------+--------
-       197 |    200
+       200 |    200
 (1 row)
 
 -- OR clauses referencing different attributes are incompatible
@@ -1664,19 +1664,19 @@ SELECT * FROM check_estimated_rows('SELECT * FROM functional_dependencies WHERE
 SELECT * FROM check_estimated_rows('SELECT * FROM functional_dependencies WHERE ((a * 2) = 2 OR (a * 2) = 102) AND upper(b) = ''1''');
  estimated | actual 
 -----------+--------
-        99 |    100
+       100 |    100
 (1 row)
 
 SELECT * FROM check_estimated_rows('SELECT * FROM functional_dependencies WHERE ((a * 2) = 2 OR (a * 2) = 102) AND (upper(b) = ''1'' OR upper(b) = ''2'')');
  estimated | actual 
 -----------+--------
-        99 |    100
+       100 |    100
 (1 row)
 
 SELECT * FROM check_estimated_rows('SELECT * FROM functional_dependencies WHERE ((a * 2) = 2 OR (a * 2) = 4 OR (a * 2) = 102 OR (a * 2) = 104) AND (upper(b) = ''1'' OR upper(b) = ''2'')');
  estimated | actual 
 -----------+--------
-       197 |    200
+       200 |    200
 (1 row)
 
 -- OR clauses referencing different attributes
diff --git a/src/test/regress/expected/sysviews.out b/src/test/regress/expected/sysviews.out
index 9be7aca2b8..1f9029b5b2 100644
--- a/src/test/regress/expected/sysviews.out
+++ b/src/test/regress/expected/sysviews.out
@@ -124,6 +124,7 @@ select name, setting from pg_settings where name like 'enable%';
  enable_memoize                 | on
  enable_mergejoin               | on
  enable_nestloop                | on
+ enable_or_transformation       | on
  enable_parallel_append         | on
  enable_parallel_hash           | on
  enable_partition_pruning       | on
@@ -134,7 +135,7 @@ select name, setting from pg_settings where name like 'enable%';
  enable_seqscan                 | on
  enable_sort                    | on
  enable_tidscan                 | on
-(23 rows)
+(24 rows)
 
 -- There are always wait event descriptions for various types.
 select type, count(*) > 0 as ok FROM pg_wait_events
diff --git a/src/test/regress/expected/tidscan.out b/src/test/regress/expected/tidscan.out
index f133b5a4ac..2a079e996b 100644
--- a/src/test/regress/expected/tidscan.out
+++ b/src/test/regress/expected/tidscan.out
@@ -43,10 +43,26 @@ SELECT ctid, * FROM tidscan WHERE '(0,1)' = ctid;
 -- OR'd clauses
 EXPLAIN (COSTS OFF)
 SELECT ctid, * FROM tidscan WHERE ctid = '(0,2)' OR '(0,1)' = ctid;
-                          QUERY PLAN                          
---------------------------------------------------------------
+                      QUERY PLAN                       
+-------------------------------------------------------
+ Tid Scan on tidscan
+   TID Cond: (ctid = ANY ('{"(0,2)","(0,1)"}'::tid[]))
+(2 rows)
+
+SELECT ctid, * FROM tidscan WHERE ctid = '(0,2)' OR '(0,1)' = ctid;
+ ctid  | id 
+-------+----
+ (0,1) |  1
+ (0,2) |  2
+(2 rows)
+
+SET enable_or_transformation = on;
+EXPLAIN (COSTS OFF)
+SELECT ctid, * FROM tidscan WHERE ctid = '(0,2)' OR '(0,1)' = ctid;
+                      QUERY PLAN                       
+-------------------------------------------------------
  Tid Scan on tidscan
-   TID Cond: ((ctid = '(0,2)'::tid) OR ('(0,1)'::tid = ctid))
+   TID Cond: (ctid = ANY ('{"(0,2)","(0,1)"}'::tid[]))
 (2 rows)
 
 SELECT ctid, * FROM tidscan WHERE ctid = '(0,2)' OR '(0,1)' = ctid;
@@ -56,6 +72,7 @@ SELECT ctid, * FROM tidscan WHERE ctid = '(0,2)' OR '(0,1)' = ctid;
  (0,2) |  2
 (2 rows)
 
+RESET enable_or_transformation;
 -- ctid = ScalarArrayOp - implemented as tidscan
 EXPLAIN (COSTS OFF)
 SELECT ctid, * FROM tidscan WHERE ctid = ANY(ARRAY['(0,1)', '(0,2)']::tid[]);
diff --git a/src/test/regress/sql/create_index.sql b/src/test/regress/sql/create_index.sql
index d49ce9f300..56fde15bc1 100644
--- a/src/test/regress/sql/create_index.sql
+++ b/src/test/regress/sql/create_index.sql
@@ -737,6 +737,41 @@ SELECT count(*) FROM tenk1
 SELECT count(*) FROM tenk1
   WHERE hundred = 42 AND (thousand = 42 OR thousand = 99);
 
+SET enable_or_transformation = on;
+EXPLAIN (COSTS OFF)
+SELECT * FROM tenk1
+  WHERE thousand = 42 AND (tenthous = 1 OR tenthous = 3 OR tenthous = 42);
+SELECT * FROM tenk1
+  WHERE thousand = 42 AND (tenthous = 1 OR tenthous = 3 OR tenthous = 42);
+
+EXPLAIN (COSTS OFF)
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand = 42 OR thousand = 99);
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand = 42 OR thousand = 99);
+EXPLAIN (COSTS OFF)
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand < 42 OR thousand < 99 OR 43 > thousand OR 42 > thousand);
+
+EXPLAIN (COSTS OFF)
+SELECT count(*) FROM tenk1
+  WHERE thousand = 42 AND (tenthous = 1 OR tenthous = 3) OR thousand = 41;
+SELECT count(*) FROM tenk1
+  WHERE thousand = 42 AND (tenthous = 1 OR tenthous = 3) OR thousand = 41;
+
+EXPLAIN (COSTS OFF)
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand = 42 OR thousand = 99 OR tenthous < 2) OR thousand = 41;
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand = 42 OR thousand = 99 OR tenthous < 2) OR thousand = 41;
+
+EXPLAIN (COSTS OFF)
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand = 42 OR thousand = 41 OR thousand = 99 AND tenthous = 2);
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand = 42 OR thousand = 41 OR thousand = 99 AND tenthous = 2);
+RESET enable_or_transformation;
+
 --
 -- Check behavior with duplicate index column contents
 --
diff --git a/src/test/regress/sql/join.sql b/src/test/regress/sql/join.sql
index e1db2025db..353deecef0 100644
--- a/src/test/regress/sql/join.sql
+++ b/src/test/regress/sql/join.sql
@@ -1408,6 +1408,16 @@ explain (costs off)
 select * from tenk1 a join tenk1 b on
   (a.unique1 = 1 and b.unique1 = 2) or
   ((a.unique2 = 3 or a.unique2 = 7) and b.hundred = 4);
+SET enable_or_transformation = on;
+explain (costs off)
+select * from tenk1 a join tenk1 b on
+  (a.unique1 = 1 and b.unique1 = 2) or
+  ((a.unique2 = 3 or a.unique2 = 7) and b.hundred = 4);
+explain (costs off)
+select * from tenk1 a join tenk1 b on
+  (a.unique1 < 20 or a.unique1 = 3 or a.unique1 = 1 and b.unique1 = 2) or
+  ((a.unique2 = 3 or a.unique2 = 7) and b.hundred = 4);
+RESET enable_or_transformation;
 
 --
 -- test placement of movable quals in a parameterized join tree
diff --git a/src/test/regress/sql/partition_prune.sql b/src/test/regress/sql/partition_prune.sql
index 7bf3920827..1e270ae9c0 100644
--- a/src/test/regress/sql/partition_prune.sql
+++ b/src/test/regress/sql/partition_prune.sql
@@ -21,6 +21,12 @@ explain (costs off) select * from lp where a is not null;
 explain (costs off) select * from lp where a is null;
 explain (costs off) select * from lp where a = 'a' or a = 'c';
 explain (costs off) select * from lp where a is not null and (a = 'a' or a = 'c');
+
+SET enable_or_transformation = on;
+explain (costs off) select * from lp where a = 'a' or a = 'c';
+explain (costs off) select * from lp where a is not null and (a = 'a' or a = 'c');
+RESET enable_or_transformation;
+
 explain (costs off) select * from lp where a <> 'g';
 explain (costs off) select * from lp where a <> 'a' and a <> 'd';
 explain (costs off) select * from lp where a not in ('a', 'd');
@@ -99,6 +105,22 @@ explain (costs off) select * from rlp where a > 1 and a >=15;	/* rlp3 onwards, i
 explain (costs off) select * from rlp where a = 1 and a = 3;	/* empty */
 explain (costs off) select * from rlp where (a = 1 and a = 3) or (a > 1 and a = 15);
 
+
+SET enable_or_transformation = on;
+explain (costs off) select * from rlp where a = 1 or a = 7;
+explain (costs off) select * from rlp where a = 1 or b = 'ab';
+explain (costs off) select * from rlp where a > 20 and a < 27;
+explain (costs off) select * from rlp where a = 29;
+explain (costs off) select * from rlp where a >= 29;
+explain (costs off) select * from rlp where a < 1 or (a > 20 and a < 25);
+explain (costs off) select * from rlp where a = 20 or a = 40;
+explain (costs off) select * from rlp3 where a = 20;   /* empty */
+explain (costs off) select * from rlp where a > 1 and a = 10;	/* only default */
+explain (costs off) select * from rlp where a > 1 and a >=15;	/* rlp3 onwards, including default */
+explain (costs off) select * from rlp where a = 1 and a = 3;	/* empty */
+explain (costs off) select * from rlp where (a = 1 and a = 3) or (a > 1 and a = 15);
+RESET enable_or_transformation;
+
 -- multi-column keys
 create table mc3p (a int, b int, c int) partition by range (a, abs(b), c);
 create table mc3p_default partition of mc3p default;
diff --git a/src/test/regress/sql/tidscan.sql b/src/test/regress/sql/tidscan.sql
index 313e0fb9b6..0499bedb9e 100644
--- a/src/test/regress/sql/tidscan.sql
+++ b/src/test/regress/sql/tidscan.sql
@@ -22,6 +22,12 @@ EXPLAIN (COSTS OFF)
 SELECT ctid, * FROM tidscan WHERE ctid = '(0,2)' OR '(0,1)' = ctid;
 SELECT ctid, * FROM tidscan WHERE ctid = '(0,2)' OR '(0,1)' = ctid;
 
+SET enable_or_transformation = on;
+EXPLAIN (COSTS OFF)
+SELECT ctid, * FROM tidscan WHERE ctid = '(0,2)' OR '(0,1)' = ctid;
+SELECT ctid, * FROM tidscan WHERE ctid = '(0,2)' OR '(0,1)' = ctid;
+RESET enable_or_transformation;
+
 -- ctid = ScalarArrayOp - implemented as tidscan
 EXPLAIN (COSTS OFF)
 SELECT ctid, * FROM tidscan WHERE ctid = ANY(ARRAY['(0,1)', '(0,2)']::tid[]);
diff --git a/src/tools/pgindent/typedefs.list b/src/tools/pgindent/typedefs.list
index 91433d439b..adae668b37 100644
--- a/src/tools/pgindent/typedefs.list
+++ b/src/tools/pgindent/typedefs.list
@@ -1654,6 +1654,8 @@ NumericVar
 OM_uint32
 OP
 OSAPerGroupState
+OrClauseGroupEntry
+OrClauseGroupKey
 OSAPerQueryState
 OSInfo
 OSSLCipher
-- 
2.43.0


From 2b157a43fa2e88650cc3b25c523068b15ac99ea6 Mon Sep 17 00:00:00 2001
From: "Andrey V. Lepikhov" <[email protected]>
Date: Wed, 24 Jan 2024 14:07:17 +0700
Subject: [PATCH 2/2] Teach generate_bitmap_or_paths to build BitmapOr paths
 over SAOP clauses.

Likewise OR clauses, discover SAOP array and try to split its elements
between smaller sized arrays to fit a set of partial indexes.
---
 src/backend/optimizer/path/indxpath.c     | 272 +++++++++++++++++----
 src/backend/optimizer/util/clauses.c      |   1 +
 src/backend/optimizer/util/predtest.c     |  94 ++++++++
 src/backend/optimizer/util/restrictinfo.c |  13 +
 src/include/optimizer/optimizer.h         |  10 +
 src/include/optimizer/restrictinfo.h      |   1 +
 src/test/regress/expected/select.out      | 282 ++++++++++++++++++++++
 src/test/regress/sql/select.sql           |  82 +++++++
 8 files changed, 702 insertions(+), 53 deletions(-)

diff --git a/src/backend/optimizer/path/indxpath.c b/src/backend/optimizer/path/indxpath.c
index 32c6a8bbdc..7062ec57dd 100644
--- a/src/backend/optimizer/path/indxpath.c
+++ b/src/backend/optimizer/path/indxpath.c
@@ -1220,11 +1220,146 @@ build_paths_for_OR(PlannerInfo *root, RelOptInfo *rel,
 	return result;
 }
 
+/*
+ * Building index paths over SAOP clause differs from the logic of OR clauses.
+ * Here we iterate across all the array elements and split them to SAOPs,
+ * corresponding to different indexes. We must match each element to an index.
+ */
+static List *
+build_paths_for_SAOP(PlannerInfo *root, RelOptInfo *rel, RestrictInfo *rinfo,
+					 List *other_clauses)
+{
+	List			   *result = NIL;
+	List			   *predicate_lists = NIL;
+	ListCell		   *lc;
+	PredicatesData	   *pd;
+	ScalarArrayOpExpr  *saop = (ScalarArrayOpExpr *) rinfo->clause;
+
+	Assert(saop->useOr);
+
+	/* Collect predicates */
+	foreach(lc, rel->indexlist)
+	{
+		IndexOptInfo *index = (IndexOptInfo *) lfirst(lc);
+
+		/* Take into consideration partial indexes supporting bitmap scans */
+		if (!index->amhasgetbitmap || index->indpred == NIL || index->predOK)
+			continue;
+
+		pd = palloc0(sizeof(PredicatesData));
+		pd->id = foreach_current_index(lc);
+		/* The trick with reducing recursion is stolen from predicate_implied_by */
+		pd->predicate = list_length(index->indpred) == 1 ?
+										(Node *) linitial(index->indpred) :
+										(Node *) index->indpred;
+		predicate_lists = lappend(predicate_lists, (void *) pd);
+	}
+
+	/* Split the array data according to index predicates. */
+	if (predicate_lists == NIL ||
+		!saop_covered_by_predicates(saop, predicate_lists))
+		return NIL;
+
+	other_clauses = list_delete_ptr(other_clauses, rinfo);
+
+	foreach(lc, predicate_lists)
+	{
+		PredicatesData *pd = (PredicatesData *) lfirst(lc);
+		IndexOptInfo   *index;
+		IndexClauseSet	clauseset;
+		List		   *indexpaths;
+		RestrictInfo   *rinfo1;
+		Expr		   *clause;
+
+		if (pd->elems == NIL)
+			continue;
+
+		index = list_nth(rel->indexlist, pd->id);
+		clause = (Expr *) estimate_expression_value(root, (Node *) pd->saop);
+
+		/*
+		 * Create new RestrictInfo. It maybe more heavy than just copy node, but
+		 * remember some internals: the serial number, selectivity cache etc.
+		 */
+		rinfo1 = make_restrictinfo(root, clause,
+								   rinfo->is_pushed_down,
+								   rinfo->has_clone,
+								   rinfo->is_clone,
+								   rinfo->pseudoconstant,
+								   rinfo->security_level,
+								   rinfo->required_relids,
+								   rinfo->incompatible_relids,
+								   rinfo->outer_relids);
+
+		if (!predicate_implied_by(index->indpred, list_make1(rinfo1), true))
+			elog(ERROR, "Logical mistake in OR <-> ANY transformation code");
+
+		if (predicate_implied_by(index->indpred, other_clauses, false))
+			return NIL;
+
+		/* Time to generate index paths */
+		MemSet(&clauseset, 0, sizeof(clauseset));
+		match_clauses_to_index(root, list_make1(rinfo1), index, &clauseset);
+		match_clauses_to_index(root, other_clauses, index, &clauseset);
+
+		/* Predicate has found already. So, it is ok for the empty match */
+
+		/*
+		 * Construct paths if possible.
+		 */
+		indexpaths = build_index_paths(root, rel,
+									   index, &clauseset,
+									   true,
+									   ST_BITMAPSCAN,
+									   NULL,
+									   NULL);
+		result = lappend(result, indexpaths);
+	}
+	return result;
+}
+
+static List *
+generate_saop_pathlist(PlannerInfo *root, RelOptInfo *rel,
+					   RestrictInfo *rinfo, List *all_clauses)
+{
+	List	   *pathlist = NIL;
+	Path	   *bitmapqual;
+	List	   *indlist;
+	ListCell   *lc;
+
+	if (!enable_or_transformation)
+		return NIL;
+
+
+	/*
+	 * We must be able to match at least one index to each element of
+	 * the array, else we can't use it.
+	 */
+	indlist = build_paths_for_SAOP(root, rel, rinfo, all_clauses);
+	if (indlist == NIL)
+		return NIL;
+
+	/*
+	 * OK, pick the most promising AND combination, and add it to
+	 * pathlist.
+	 */
+	foreach (lc, indlist)
+	{
+		List *plist = lfirst_node(List, lc);
+
+		bitmapqual = choose_bitmap_and(root, rel, plist);
+		pathlist = lappend(pathlist, bitmapqual);
+	}
+
+	return pathlist;
+}
+
 /*
  * generate_bitmap_or_paths
- *		Look through the list of clauses to find OR clauses, and generate
- *		a BitmapOrPath for each one we can handle that way.  Return a list
- *		of the generated BitmapOrPaths.
+ *		Look through the list of clauses to find OR and SAOP clauses, and
+ *		Each saop clause are splitted to be covered by partial indexes.
+ *		generate a BitmapOrPath for each one we can handle that way.
+ *		Return a list of the generated BitmapOrPaths.
  *
  * other_clauses is a list of additional clauses that can be assumed true
  * for the purpose of generating indexquals, but are not to be searched for
@@ -1247,68 +1382,99 @@ generate_bitmap_or_paths(PlannerInfo *root, RelOptInfo *rel,
 	foreach(lc, clauses)
 	{
 		RestrictInfo *rinfo = lfirst_node(RestrictInfo, lc);
-		List	   *pathlist;
+		List	   *pathlist = NIL;
 		Path	   *bitmapqual;
 		ListCell   *j;
 
-		/* Ignore RestrictInfos that aren't ORs */
-		if (!restriction_is_or_clause(rinfo))
+		if (restriction_is_saop_clause(rinfo))
+		{
+			pathlist = generate_saop_pathlist(root, rel, rinfo,
+											  all_clauses);
+		}
+		else if (!restriction_is_or_clause(rinfo))
+			/* Ignore RestrictInfos that aren't ORs */
 			continue;
-
-		/*
-		 * We must be able to match at least one index to each of the arms of
-		 * the OR, else we can't use it.
-		 */
-		pathlist = NIL;
-		foreach(j, ((BoolExpr *) rinfo->orclause)->args)
+		else
 		{
-			Node	   *orarg = (Node *) lfirst(j);
-			List	   *indlist;
-
-			/* OR arguments should be ANDs or sub-RestrictInfos */
-			if (is_andclause(orarg))
+			/*
+			 * We must be able to match at least one index to each of the arms of
+			 * the OR, else we can't use it.
+			 */
+			foreach(j, ((BoolExpr *) rinfo->orclause)->args)
 			{
-				List	   *andargs = ((BoolExpr *) orarg)->args;
+				Node	   *orarg = (Node *) lfirst(j);
+				List	   *indlist;
 
-				indlist = build_paths_for_OR(root, rel,
-											 andargs,
-											 all_clauses);
+				/* OR arguments should be ANDs or sub-RestrictInfos */
+				if (is_andclause(orarg))
+				{
+					List	   *andargs = ((BoolExpr *) orarg)->args;
 
-				/* Recurse in case there are sub-ORs */
-				indlist = list_concat(indlist,
-									  generate_bitmap_or_paths(root, rel,
-															   andargs,
-															   all_clauses));
-			}
-			else
-			{
-				RestrictInfo *ri = castNode(RestrictInfo, orarg);
-				List	   *orargs;
+					indlist = build_paths_for_OR(root, rel,
+												 andargs,
+												 all_clauses);
 
-				Assert(!restriction_is_or_clause(ri));
-				orargs = list_make1(ri);
+					/* Recurse in case there are sub-ORs */
+					indlist = list_concat(indlist,
+										  generate_bitmap_or_paths(root, rel,
+																   andargs,
+																   all_clauses));
+				}
+				else
+				{
+					RestrictInfo *ri = castNode(RestrictInfo, orarg);
+					List	   *orargs;
 
-				indlist = build_paths_for_OR(root, rel,
-											 orargs,
-											 all_clauses);
-			}
+					Assert(!restriction_is_or_clause(ri));
 
-			/*
-			 * If nothing matched this arm, we can't do anything with this OR
-			 * clause.
-			 */
-			if (indlist == NIL)
-			{
-				pathlist = NIL;
-				break;
-			}
+					orargs = list_make1(ri);
 
-			/*
-			 * OK, pick the most promising AND combination, and add it to
-			 * pathlist.
-			 */
-			bitmapqual = choose_bitmap_and(root, rel, indlist);
-			pathlist = lappend(pathlist, bitmapqual);
+					if (restriction_is_saop_clause(ri))
+					{
+						List *paths;
+
+						paths = generate_saop_pathlist(root, rel, ri,
+														 all_clauses);
+
+						if (paths != NIL)
+						{
+							/*
+							 * Add paths to pathlist and immediately jump to the
+							 * next element of the OR clause.
+							 */
+							pathlist = list_concat(pathlist, paths);
+							continue;
+						}
+
+						/*
+						 * Pass down out of this if construction:
+						 * If saop isn't covered by partial indexes, try to
+						 * build scan path for the saop as a whole.
+						 */
+					}
+
+					indlist = build_paths_for_OR(root, rel,
+												 orargs,
+												 all_clauses);
+				}
+
+				/*
+				 * If nothing matched this arm, we can't do anything with this OR
+				 * clause.
+				 */
+				if (indlist == NIL)
+				{
+					pathlist = NIL;
+					break;
+				}
+
+				/*
+				 * OK, pick the most promising AND combination, and add it to
+				 * pathlist.
+				 */
+				bitmapqual = choose_bitmap_and(root, rel, indlist);
+				pathlist = lappend(pathlist, bitmapqual);
+			}
 		}
 
 		/*
diff --git a/src/backend/optimizer/util/clauses.c b/src/backend/optimizer/util/clauses.c
index 94eb56a1e7..35a46ca979 100644
--- a/src/backend/optimizer/util/clauses.c
+++ b/src/backend/optimizer/util/clauses.c
@@ -3708,6 +3708,7 @@ contain_non_const_walker(Node *node, void *context)
 	if (IsA(node, List))
 		return expression_tree_walker(node, contain_non_const_walker, context);
 	/* Otherwise, abort the tree traversal and return true */
+
 	return true;
 }
 
diff --git a/src/backend/optimizer/util/predtest.c b/src/backend/optimizer/util/predtest.c
index c37b416e24..274fac8a3a 100644
--- a/src/backend/optimizer/util/predtest.c
+++ b/src/backend/optimizer/util/predtest.c
@@ -112,6 +112,100 @@ static Oid	get_btree_test_op(Oid pred_op, Oid clause_op, bool refute_it);
 static void InvalidateOprProofCacheCallBack(Datum arg, int cacheid, uint32 hashvalue);
 
 
+/*
+ * Could this ANY () expression can be split into a set of ANYs over partial
+ * indexes? If yes, return these saops in the PredicatesData structure.
+ */
+bool
+saop_covered_by_predicates(ScalarArrayOpExpr *saop, List *predicate_lists)
+{
+	ListCell		   *lc;
+	PredIterInfoData	clause_info;
+	bool				result = false;
+	bool				isConstArray;
+
+	Assert(IsA(saop, ScalarArrayOpExpr));
+
+	if (predicate_classify((Node *) saop, &clause_info) != CLASS_OR)
+		return false;
+
+	iterate_begin(pitem, (Node *) saop, clause_info)
+	{
+		result = false;
+
+		foreach(lc, predicate_lists)
+		{
+			PredicatesData *pd = (PredicatesData *) lfirst(lc);
+
+			if (!predicate_implied_by_recurse(pitem, pd->predicate, false))
+				continue;
+
+			/* Predicate is found. Add the elem to the saop clause */
+			Assert(IsA(pitem, OpExpr));
+
+			/* Extract constant from the expression */
+			pd->elems = lappend(pd->elems,
+					copyObject(lsecond_node(Const, ((OpExpr *) pitem)->args)));
+			result = true;
+			break;
+		}
+
+		if (!result)
+			/*
+			 * The element doesn't fit any index. Interrupt the process immediately
+			 */
+			break;
+	}
+	iterate_end(clause_info);
+
+	if (!result)
+		return false;
+
+	/* Build saops, separately for each index */
+	isConstArray = IsA(lsecond(saop->args), Const) ? true : false;
+
+	foreach(lc, predicate_lists)
+	{
+		PredicatesData *pd = (PredicatesData *) lfirst(lc);
+		ArrayType	   *arrayval = NULL;
+		ArrayExpr	   *c = NULL;
+
+		if (pd->elems == NIL)
+			continue;
+
+		if (isConstArray)
+		{
+			Const	   *arrayconst = lsecond_node(Const, saop->args);
+
+			arrayval = DatumGetArrayTypeP(arrayconst->constvalue);
+			c = makeNode(ArrayExpr);
+			c->array_collid = arrayconst->constcollid;
+			c->array_typeid = arrayconst->consttype;
+			c->element_typeid = arrayval->elemtype;
+			c->elements = pd->elems;
+			c->location = -1;
+			c->multidims = false;
+		}
+		else
+		{
+			Assert(IsA(lsecond(saop->args), ArrayExpr));
+		}
+
+		if (pd->saop == NULL)
+		{
+			/* First time initialization */
+			pd->saop = makeNode(ScalarArrayOpExpr);
+			memcpy(pd->saop, saop, sizeof(ScalarArrayOpExpr));
+			Assert(IsA(lsecond(saop->args), ArrayExpr) ||
+				   IsA(lsecond(saop->args), Const));
+			Assert(c != NULL);
+			pd->saop->args = list_make2(linitial(saop->args), c);
+		}
+	}
+
+	return true;
+}
+
 /*
  * predicate_implied_by
  *	  Recursively checks whether the clauses in clause_list imply that the
diff --git a/src/backend/optimizer/util/restrictinfo.c b/src/backend/optimizer/util/restrictinfo.c
index 0b406e9334..627596a34c 100644
--- a/src/backend/optimizer/util/restrictinfo.c
+++ b/src/backend/optimizer/util/restrictinfo.c
@@ -421,6 +421,19 @@ restriction_is_or_clause(RestrictInfo *restrictinfo)
 		return false;
 }
 
+bool
+restriction_is_saop_clause(RestrictInfo *restrictinfo)
+{
+	if (IsA(restrictinfo->clause, ScalarArrayOpExpr))
+	{
+		ScalarArrayOpExpr *saop = (ScalarArrayOpExpr *) restrictinfo->clause;
+
+		if (saop->useOr)
+			return true;
+	}
+	return false;
+}
+
 /*
  * restriction_is_securely_promotable
  *
diff --git a/src/include/optimizer/optimizer.h b/src/include/optimizer/optimizer.h
index 35ab577501..92c8b14352 100644
--- a/src/include/optimizer/optimizer.h
+++ b/src/include/optimizer/optimizer.h
@@ -160,6 +160,16 @@ extern List *expand_function_arguments(List *args, bool include_out_arguments,
 
 /* in util/predtest.c: */
 
+typedef struct PredicatesData
+{
+	int					id;
+	Node			   *predicate;
+	List			   *elems;
+	ScalarArrayOpExpr  *saop;
+} PredicatesData;
+
+extern bool saop_covered_by_predicates(ScalarArrayOpExpr *saop,
+									  List *predicate_lists);
 extern bool predicate_implied_by(List *predicate_list, List *clause_list,
 								 bool weak);
 extern bool predicate_refuted_by(List *predicate_list, List *clause_list,
diff --git a/src/include/optimizer/restrictinfo.h b/src/include/optimizer/restrictinfo.h
index 1b42c832c5..2cd5fbf943 100644
--- a/src/include/optimizer/restrictinfo.h
+++ b/src/include/optimizer/restrictinfo.h
@@ -34,6 +34,7 @@ extern RestrictInfo *make_restrictinfo(PlannerInfo *root,
 									   Relids outer_relids);
 extern RestrictInfo *commute_restrictinfo(RestrictInfo *rinfo, Oid comm_op);
 extern bool restriction_is_or_clause(RestrictInfo *restrictinfo);
+extern bool restriction_is_saop_clause(RestrictInfo *restrictinfo);
 extern bool restriction_is_securely_promotable(RestrictInfo *restrictinfo,
 											   RelOptInfo *rel);
 extern List *get_actual_clauses(List *restrictinfo_list);
diff --git a/src/test/regress/expected/select.out b/src/test/regress/expected/select.out
index 33a6dceb0e..070202b0f0 100644
--- a/src/test/regress/expected/select.out
+++ b/src/test/regress/expected/select.out
@@ -907,6 +907,288 @@ select unique1, unique2 from onek2
        0 |     998
 (2 rows)
 
+SET enable_seqscan TO off;
+SET enable_indexscan TO off; -- Only BitmapScan is a subject matter here
+SET enable_or_transformation = 'off';
+explain (costs off)
+SELECT count(*) FROM onek2 WHERE stringu1 = 'A' OR stringu1 = 'J';
+                                QUERY PLAN                                
+--------------------------------------------------------------------------
+ Aggregate
+   ->  Bitmap Heap Scan on onek2
+         Recheck Cond: ((stringu1 < 'B'::name) OR (stringu1 = 'J'::name))
+         Filter: ((stringu1 = 'A'::name) OR (stringu1 = 'J'::name))
+         ->  BitmapOr
+               ->  Bitmap Index Scan on onek2_u2_prtl
+               ->  Bitmap Index Scan on onek2_stu1_prtl
+                     Index Cond: (stringu1 = 'J'::name)
+(8 rows)
+
+-- Without the transformation only seqscan possible here
+explain (costs off)
+SELECT unique2, stringu1 FROM onek2
+WHERE unique2 < 1 AND stringu1 IN ('A','J') AND stringu1 < 'Z';
+                                         QUERY PLAN                                          
+---------------------------------------------------------------------------------------------
+ Seq Scan on onek2
+   Filter: ((unique2 < 1) AND (stringu1 = ANY ('{A,J}'::name[])) AND (stringu1 < 'Z'::name))
+(2 rows)
+
+-- Use partial indexes
+explain (costs off)
+SELECT count(*) FROM onek2
+WHERE stringu1 IN ('B','J') AND (stringu1 = 'A' OR unique1 = 1);
+                                             QUERY PLAN                                             
+----------------------------------------------------------------------------------------------------
+ Aggregate
+   ->  Bitmap Heap Scan on onek2
+         Recheck Cond: ((stringu1 < 'B'::name) OR (unique1 = 1))
+         Filter: ((stringu1 = ANY ('{B,J}'::name[])) AND ((stringu1 = 'A'::name) OR (unique1 = 1)))
+         ->  BitmapOr
+               ->  Bitmap Index Scan on onek2_u2_prtl
+               ->  Bitmap Index Scan on onek2_u1_prtl
+                     Index Cond: (unique1 = 1)
+(8 rows)
+
+explain (costs off)
+SELECT unique2, stringu1 FROM onek2
+WHERE unique1 < 1 OR (stringu1 = 'A' OR stringu1 = 'J');
+                                     QUERY PLAN                                      
+-------------------------------------------------------------------------------------
+ Bitmap Heap Scan on onek2
+   Recheck Cond: ((unique1 < 1) OR (stringu1 < 'B'::name) OR (stringu1 = 'J'::name))
+   Filter: ((unique1 < 1) OR (stringu1 = 'A'::name) OR (stringu1 = 'J'::name))
+   ->  BitmapOr
+         ->  Bitmap Index Scan on onek2_u1_prtl
+               Index Cond: (unique1 < 1)
+         ->  Bitmap Index Scan on onek2_u2_prtl
+         ->  Bitmap Index Scan on onek2_stu1_prtl
+               Index Cond: (stringu1 = 'J'::name)
+(9 rows)
+
+explain (costs off)
+SELECT unique2, stringu1 FROM onek2
+WHERE unique1 = 1 OR unique2 = PI()::integer;
+                 QUERY PLAN                 
+--------------------------------------------
+ Seq Scan on onek2
+   Filter: ((unique1 = 1) OR (unique2 = 3))
+(2 rows)
+
+RESET enable_or_transformation;
+-- OR <-> ANY transformation must find a path with partial indexes scan
+-- regardless the clause representation.
+explain (costs off)
+SELECT count(*) FROM onek2 WHERE stringu1 = 'A' OR stringu1 = 'J';
+                                     QUERY PLAN                                     
+------------------------------------------------------------------------------------
+ Aggregate
+   ->  Bitmap Heap Scan on onek2
+         Recheck Cond: ((stringu1 = ANY ('{J}'::name[])) OR (stringu1 < 'B'::name))
+         Filter: (stringu1 = ANY ('{A,J}'::name[]))
+         ->  BitmapOr
+               ->  Bitmap Index Scan on onek2_stu1_prtl
+                     Index Cond: (stringu1 = ANY ('{J}'::name[]))
+               ->  Bitmap Index Scan on onek2_u2_prtl
+(8 rows)
+
+explain (costs off)
+SELECT count(*) FROM onek2 WHERE stringu1 IN ('A','J');
+                                     QUERY PLAN                                     
+------------------------------------------------------------------------------------
+ Aggregate
+   ->  Bitmap Heap Scan on onek2
+         Recheck Cond: ((stringu1 = ANY ('{J}'::name[])) OR (stringu1 < 'B'::name))
+         Filter: (stringu1 = ANY ('{A,J}'::name[]))
+         ->  BitmapOr
+               ->  Bitmap Index Scan on onek2_stu1_prtl
+                     Index Cond: (stringu1 = ANY ('{J}'::name[]))
+               ->  Bitmap Index Scan on onek2_u2_prtl
+(8 rows)
+
+explain (costs off)
+SELECT count(*) FROM onek2 WHERE stringu1 = ANY ('{A,J}');
+                                     QUERY PLAN                                     
+------------------------------------------------------------------------------------
+ Aggregate
+   ->  Bitmap Heap Scan on onek2
+         Recheck Cond: ((stringu1 = ANY ('{J}'::name[])) OR (stringu1 < 'B'::name))
+         Filter: (stringu1 = ANY ('{A,J}'::name[]))
+         ->  BitmapOr
+               ->  Bitmap Index Scan on onek2_stu1_prtl
+                     Index Cond: (stringu1 = ANY ('{J}'::name[]))
+               ->  Bitmap Index Scan on onek2_u2_prtl
+(8 rows)
+
+explain (costs off)
+SELECT count(*) FROM onek2 WHERE stringu1 IN ('A') OR stringu1 IN ('J');
+                                     QUERY PLAN                                     
+------------------------------------------------------------------------------------
+ Aggregate
+   ->  Bitmap Heap Scan on onek2
+         Recheck Cond: ((stringu1 = ANY ('{J}'::name[])) OR (stringu1 < 'B'::name))
+         Filter: (stringu1 = ANY ('{A,J}'::name[]))
+         ->  BitmapOr
+               ->  Bitmap Index Scan on onek2_stu1_prtl
+                     Index Cond: (stringu1 = ANY ('{J}'::name[]))
+               ->  Bitmap Index Scan on onek2_u2_prtl
+(8 rows)
+
+-- Don't scan partial indexes because of extra value.
+explain (costs off)
+SELECT count(*) FROM onek2 WHERE stringu1 IN ('A', 'J', 'C');
+                      QUERY PLAN                      
+------------------------------------------------------
+ Aggregate
+   ->  Seq Scan on onek2
+         Filter: (stringu1 = ANY ('{A,J,C}'::name[]))
+(3 rows)
+
+explain (costs off)
+SELECT unique2 FROM onek2
+WHERE stringu1 IN ('A', 'A') AND (stringu1 = 'A' OR stringu1 = 'A');
+                                      QUERY PLAN                                       
+---------------------------------------------------------------------------------------
+ Bitmap Heap Scan on onek2
+   Recheck Cond: (stringu1 < 'B'::name)
+   Filter: ((stringu1 = ANY ('{A,A}'::name[])) AND (stringu1 = ANY ('{A,A}'::name[])))
+   ->  Bitmap Index Scan on onek2_u2_prtl
+(4 rows)
+
+explain (costs off)
+SELECT unique2, stringu1 FROM onek2
+WHERE unique2 < 1 AND stringu1 IN ('A','J') AND stringu1 < 'Z';
+                                                          QUERY PLAN                                                           
+-------------------------------------------------------------------------------------------------------------------------------
+ Bitmap Heap Scan on onek2
+   Recheck Cond: (((stringu1 = ANY ('{J}'::name[])) AND (stringu1 < 'Z'::name)) OR ((unique2 < 1) AND (stringu1 < 'B'::name)))
+   Filter: ((unique2 < 1) AND (stringu1 = ANY ('{A,J}'::name[])))
+   ->  BitmapOr
+         ->  Bitmap Index Scan on onek2_stu1_prtl
+               Index Cond: ((stringu1 = ANY ('{J}'::name[])) AND (stringu1 < 'Z'::name))
+         ->  Bitmap Index Scan on onek2_u2_prtl
+               Index Cond: (unique2 < 1)
+(8 rows)
+
+explain (costs off)
+SELECT unique2, stringu1 FROM onek2
+WHERE unique1 = 1 OR unique1 = PI()::integer;
+                    QUERY PLAN                    
+--------------------------------------------------
+ Bitmap Heap Scan on onek2
+   Recheck Cond: ((unique1 = 3) OR (unique1 = 1))
+   ->  BitmapOr
+         ->  Bitmap Index Scan on onek2_u1_prtl
+               Index Cond: (unique1 = 3)
+         ->  Bitmap Index Scan on onek2_u1_prtl
+               Index Cond: (unique1 = 1)
+(7 rows)
+
+explain (costs off)
+SELECT unique2, stringu1 FROM onek2
+WHERE unique1 IN (1, PI()::integer); -- TODO: why it is differs from previous example?
+                        QUERY PLAN                        
+----------------------------------------------------------
+ Bitmap Heap Scan on onek2
+   Recheck Cond: (unique1 = ANY ('{1,3}'::integer[]))
+   ->  Bitmap Index Scan on onek2_u1_prtl
+         Index Cond: (unique1 = ANY ('{1,3}'::integer[]))
+(4 rows)
+
+-- Don't apply the optimization to clauses, containing volatile functions
+EXPLAIN (COSTS OFF)
+SELECT unique2,stringu1 FROM onek2
+WHERE unique1 = (random()*2)::integer OR unique1 = (random()*3)::integer;
+                                                             QUERY PLAN                                                             
+------------------------------------------------------------------------------------------------------------------------------------
+ Seq Scan on onek2
+   Filter: ((unique1 = ((random() * '2'::double precision))::integer) OR (unique1 = ((random() * '3'::double precision))::integer))
+(2 rows)
+
+EXPLAIN (COSTS OFF)
+SELECT unique2,stringu1 FROM onek2
+WHERE unique1 IN ((random()*2)::integer, (random()*3)::integer);
+                                                           QUERY PLAN                                                            
+---------------------------------------------------------------------------------------------------------------------------------
+ Seq Scan on onek2
+   Filter: (unique1 = ANY (ARRAY[((random() * '2'::double precision))::integer, ((random() * '3'::double precision))::integer]))
+(2 rows)
+
+-- Combine different saops. Soe of them doesnt' fit a set of partial indexes,
+-- but other fits.
+-- Unfortunately, we don't combine saop and OR clauses so far.
+EXPLAIN (COSTS OFF)
+SELECT unique2,stringu1 FROM onek2
+WHERE
+  unique1 IN (1,2,21) AND
+  (stringu1 IN ('A','J') OR unique1 IN (3,4) OR stringu1 = 'J');
+                                                                                          QUERY PLAN                                                                                          
+----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
+ Bitmap Heap Scan on onek2
+   Recheck Cond: ((stringu1 = ANY ('{J}'::name[])) OR (stringu1 < 'B'::name) OR ((unique1 = ANY ('{3,4}'::integer[])) AND (unique1 = ANY ('{1,2,21}'::integer[]))) OR (stringu1 = 'J'::name))
+   Filter: ((unique1 = ANY ('{1,2,21}'::integer[])) AND ((stringu1 = ANY ('{A,J}'::name[])) OR (unique1 = ANY ('{3,4}'::integer[])) OR (stringu1 = 'J'::name)))
+   ->  BitmapOr
+         ->  Bitmap Index Scan on onek2_stu1_prtl
+               Index Cond: (stringu1 = ANY ('{J}'::name[]))
+         ->  Bitmap Index Scan on onek2_u2_prtl
+         ->  Bitmap Index Scan on onek2_u1_prtl
+               Index Cond: ((unique1 = ANY ('{3,4}'::integer[])) AND (unique1 = ANY ('{1,2,21}'::integer[])))
+         ->  Bitmap Index Scan on onek2_stu1_prtl
+               Index Cond: (stringu1 = 'J'::name)
+(11 rows)
+
+-- Check recursive combination of OR and SAOP expressions
+explain (costs off)
+SELECT unique2, stringu1 FROM onek2
+WHERE unique1 < 1 OR (stringu1 = 'A' OR stringu1 = 'J');
+                                          QUERY PLAN                                           
+-----------------------------------------------------------------------------------------------
+ Bitmap Heap Scan on onek2
+   Recheck Cond: ((stringu1 = ANY ('{J}'::name[])) OR (stringu1 < 'B'::name) OR (unique1 < 1))
+   Filter: ((stringu1 = ANY ('{A,J}'::name[])) OR (unique1 < 1))
+   ->  BitmapOr
+         ->  Bitmap Index Scan on onek2_stu1_prtl
+               Index Cond: (stringu1 = ANY ('{J}'::name[]))
+         ->  Bitmap Index Scan on onek2_u2_prtl
+         ->  Bitmap Index Scan on onek2_u1_prtl
+               Index Cond: (unique1 < 1)
+(9 rows)
+
+explain (costs off)
+SELECT unique2, stringu1 FROM onek2
+WHERE (unique1 < 1 OR stringu1 IN ('A','J'));
+                                          QUERY PLAN                                           
+-----------------------------------------------------------------------------------------------
+ Bitmap Heap Scan on onek2
+   Recheck Cond: ((stringu1 = ANY ('{J}'::name[])) OR (stringu1 < 'B'::name) OR (unique1 < 1))
+   Filter: ((stringu1 = ANY ('{A,J}'::name[])) OR (unique1 < 1))
+   ->  BitmapOr
+         ->  Bitmap Index Scan on onek2_stu1_prtl
+               Index Cond: (stringu1 = ANY ('{J}'::name[]))
+         ->  Bitmap Index Scan on onek2_u2_prtl
+         ->  Bitmap Index Scan on onek2_u1_prtl
+               Index Cond: (unique1 < 1)
+(9 rows)
+
+-- Although SAOP doesn't fit partial indexes fully, we can use anded OR clause
+-- to scan another couple of partial indexes.
+explain (costs off)
+SELECT count(*) FROM onek2
+WHERE stringu1 IN ('B','J') AND (stringu1 = 'A' OR unique1 = 1);
+                                             QUERY PLAN                                             
+----------------------------------------------------------------------------------------------------
+ Aggregate
+   ->  Bitmap Heap Scan on onek2
+         Recheck Cond: ((stringu1 < 'B'::name) OR (unique1 = 1))
+         Filter: ((stringu1 = ANY ('{B,J}'::name[])) AND ((stringu1 = 'A'::name) OR (unique1 = 1)))
+         ->  BitmapOr
+               ->  Bitmap Index Scan on onek2_u2_prtl
+               ->  Bitmap Index Scan on onek2_u1_prtl
+                     Index Cond: (unique1 = 1)
+(8 rows)
+
+RESET enable_indexscan;
+RESET enable_seqscan;
 --
 -- Test some corner cases that have been known to confuse the planner
 --
diff --git a/src/test/regress/sql/select.sql b/src/test/regress/sql/select.sql
index 019f1e7673..0e650a2301 100644
--- a/src/test/regress/sql/select.sql
+++ b/src/test/regress/sql/select.sql
@@ -234,6 +234,88 @@ select unique1, unique2 from onek2
 select unique1, unique2 from onek2
   where (unique2 = 11 and stringu1 < 'B') or unique1 = 0;
 
+SET enable_seqscan TO off;
+SET enable_indexscan TO off; -- Only BitmapScan is a subject matter here
+SET enable_or_transformation = 'off';
+explain (costs off)
+SELECT count(*) FROM onek2 WHERE stringu1 = 'A' OR stringu1 = 'J';
+-- Without the transformation only seqscan possible here
+explain (costs off)
+SELECT unique2, stringu1 FROM onek2
+WHERE unique2 < 1 AND stringu1 IN ('A','J') AND stringu1 < 'Z';
+-- Use partial indexes
+explain (costs off)
+SELECT count(*) FROM onek2
+WHERE stringu1 IN ('B','J') AND (stringu1 = 'A' OR unique1 = 1);
+explain (costs off)
+SELECT unique2, stringu1 FROM onek2
+WHERE unique1 < 1 OR (stringu1 = 'A' OR stringu1 = 'J');
+explain (costs off)
+SELECT unique2, stringu1 FROM onek2
+WHERE unique1 = 1 OR unique2 = PI()::integer;
+RESET enable_or_transformation;
+
+-- OR <-> ANY transformation must find a path with partial indexes scan
+-- regardless the clause representation.
+explain (costs off)
+SELECT count(*) FROM onek2 WHERE stringu1 = 'A' OR stringu1 = 'J';
+explain (costs off)
+SELECT count(*) FROM onek2 WHERE stringu1 IN ('A','J');
+explain (costs off)
+SELECT count(*) FROM onek2 WHERE stringu1 = ANY ('{A,J}');
+explain (costs off)
+SELECT count(*) FROM onek2 WHERE stringu1 IN ('A') OR stringu1 IN ('J');
+
+-- Don't scan partial indexes because of extra value.
+explain (costs off)
+SELECT count(*) FROM onek2 WHERE stringu1 IN ('A', 'J', 'C');
+explain (costs off)
+SELECT unique2 FROM onek2
+WHERE stringu1 IN ('A', 'A') AND (stringu1 = 'A' OR stringu1 = 'A');
+
+explain (costs off)
+SELECT unique2, stringu1 FROM onek2
+WHERE unique2 < 1 AND stringu1 IN ('A','J') AND stringu1 < 'Z';
+explain (costs off)
+SELECT unique2, stringu1 FROM onek2
+WHERE unique1 = 1 OR unique1 = PI()::integer;
+explain (costs off)
+SELECT unique2, stringu1 FROM onek2
+WHERE unique1 IN (1, PI()::integer); -- TODO: why it is differs from previous example?
+
+-- Don't apply the optimization to clauses, containing volatile functions
+EXPLAIN (COSTS OFF)
+SELECT unique2,stringu1 FROM onek2
+WHERE unique1 = (random()*2)::integer OR unique1 = (random()*3)::integer;
+EXPLAIN (COSTS OFF)
+SELECT unique2,stringu1 FROM onek2
+WHERE unique1 IN ((random()*2)::integer, (random()*3)::integer);
+
+-- Combine different saops. Soe of them doesnt' fit a set of partial indexes,
+-- but other fits.
+-- Unfortunately, we don't combine saop and OR clauses so far.
+EXPLAIN (COSTS OFF)
+SELECT unique2,stringu1 FROM onek2
+WHERE
+  unique1 IN (1,2,21) AND
+  (stringu1 IN ('A','J') OR unique1 IN (3,4) OR stringu1 = 'J');
+
+-- Check recursive combination of OR and SAOP expressions
+explain (costs off)
+SELECT unique2, stringu1 FROM onek2
+WHERE unique1 < 1 OR (stringu1 = 'A' OR stringu1 = 'J');
+explain (costs off)
+SELECT unique2, stringu1 FROM onek2
+WHERE (unique1 < 1 OR stringu1 IN ('A','J'));
+-- Although SAOP doesn't fit partial indexes fully, we can use anded OR clause
+-- to scan another couple of partial indexes.
+explain (costs off)
+SELECT count(*) FROM onek2
+WHERE stringu1 IN ('B','J') AND (stringu1 = 'A' OR unique1 = 1);
+
+RESET enable_indexscan;
+RESET enable_seqscan;
+
 --
 -- Test some corner cases that have been known to confuse the planner
 --
-- 
2.43.0



Attachments:

  [text/plain] v16-0001-Transform-OR-clause-to-ANY-expressions.patch (58.7K, ../../[email protected]/2-v16-0001-Transform-OR-clause-to-ANY-expressions.patch)
  download | inline diff:
From 0ac511ab94959e87d1525d5ea8c4855643a6ccbe Mon Sep 17 00:00:00 2001
From: Alena Rybakina <[email protected]>
Date: Fri, 2 Feb 2024 22:01:09 +0300
Subject: [PATCH 1/2] Transform OR clause to ANY expressions.

Replace (expr op C1) OR (expr op C2) ... with expr op ANY(C1, C2, ...) on the
preliminary stage of optimization when we are still working with the tree
expression.
Here C<X> is a constant expression, 'expr' is non-constant expression, 'op' is
an operator which returns boolean result and has a commuter (for the case of
reverse order of constant and non-constant parts of the expression,
like 'CX op expr').
Sometimes it can lead to not optimal plan. But we think it is better to have
array of elements instead of a lot of OR clauses. Here is a room for further
optimizations on decomposing that array into more optimal parts.
Authors: Alena Rybakina <[email protected]>, Andrey Lepikhov <[email protected]>
Reviewed-by: Peter Geoghegan <[email protected]>, Ranier Vilela <[email protected]>
Reviewed-by: Alexander Korotkov <[email protected]>, Robert Haas <[email protected]>
Reviewed-by: jian he <[email protected]>
---
 .../postgres_fdw/expected/postgres_fdw.out    |  16 +-
 src/backend/nodes/queryjumblefuncs.c          |  27 ++
 src/backend/parser/parse_expr.c               | 327 +++++++++++++++++-
 src/backend/utils/misc/guc_tables.c           |  11 +
 src/backend/utils/misc/postgresql.conf.sample |   1 +
 src/bin/pg_dump/t/002_pg_dump.pl              |   6 +-
 src/include/nodes/queryjumble.h               |   1 +
 src/include/optimizer/optimizer.h             |   1 +
 src/test/regress/expected/create_index.out    | 156 ++++++++-
 src/test/regress/expected/inherit.out         |   2 +-
 src/test/regress/expected/join.out            |  62 +++-
 src/test/regress/expected/partition_prune.out | 219 ++++++++++--
 src/test/regress/expected/rules.out           |   4 +-
 src/test/regress/expected/stats_ext.out       |  12 +-
 src/test/regress/expected/sysviews.out        |   3 +-
 src/test/regress/expected/tidscan.out         |  23 +-
 src/test/regress/sql/create_index.sql         |  35 ++
 src/test/regress/sql/join.sql                 |  10 +
 src/test/regress/sql/partition_prune.sql      |  22 ++
 src/test/regress/sql/tidscan.sql              |   6 +
 src/tools/pgindent/typedefs.list              |   2 +
 21 files changed, 876 insertions(+), 70 deletions(-)

diff --git a/contrib/postgres_fdw/expected/postgres_fdw.out b/contrib/postgres_fdw/expected/postgres_fdw.out
index b5a38aeb21..a07aefc9e5 100644
--- a/contrib/postgres_fdw/expected/postgres_fdw.out
+++ b/contrib/postgres_fdw/expected/postgres_fdw.out
@@ -1349,7 +1349,7 @@ SELECT t1.c1, t1.c2, t2.c1, t2.c2 FROM ft4 t1 LEFT JOIN (SELECT * FROM ft5 WHERE
  Foreign Scan
    Output: t1.c1, t1.c2, ft5.c1, ft5.c2
    Relations: (public.ft4 t1) LEFT JOIN (public.ft5)
-   Remote SQL: SELECT r1.c1, r1.c2, r4.c1, r4.c2 FROM ("S 1"."T 3" r1 LEFT JOIN "S 1"."T 4" r4 ON (((r1.c1 = r4.c1)) AND ((r4.c1 < 10)))) WHERE (((r4.c1 < 10) OR (r4.c1 IS NULL))) AND ((r1.c1 < 10))
+   Remote SQL: SELECT r1.c1, r1.c2, r4.c1, r4.c2 FROM ("S 1"."T 3" r1 LEFT JOIN "S 1"."T 4" r4 ON (((r1.c1 = r4.c1)) AND ((r4.c1 < 10)))) WHERE (((r4.c1 IS NULL) OR (r4.c1 < 10))) AND ((r1.c1 < 10))
 (4 rows)
 
 SELECT t1.c1, t1.c2, t2.c1, t2.c2 FROM ft4 t1 LEFT JOIN (SELECT * FROM ft5 WHERE c1 < 10) t2 ON (t1.c1 = t2.c1)
@@ -3105,7 +3105,7 @@ select array_agg(distinct (t1.c1)%5) from ft4 t1 full join ft5 t2 on (t1.c1 = t2
  Foreign Scan
    Output: (array_agg(DISTINCT (t1.c1 % 5))), ((t2.c1 % 3))
    Relations: Aggregate on ((public.ft4 t1) FULL JOIN (public.ft5 t2))
-   Remote SQL: SELECT array_agg(DISTINCT (r1.c1 % 5)), (r2.c1 % 3) FROM ("S 1"."T 3" r1 FULL JOIN "S 1"."T 4" r2 ON (((r1.c1 = r2.c1)))) WHERE (((r1.c1 < 20) OR ((r1.c1 IS NULL) AND (r2.c1 < 5)))) GROUP BY 2 ORDER BY array_agg(DISTINCT (r1.c1 % 5)) ASC NULLS LAST
+   Remote SQL: SELECT array_agg(DISTINCT (r1.c1 % 5)), (r2.c1 % 3) FROM ("S 1"."T 3" r1 FULL JOIN "S 1"."T 4" r2 ON (((r1.c1 = r2.c1)))) WHERE ((((r1.c1 IS NULL) AND (r2.c1 < 5)) OR (r1.c1 < 20))) GROUP BY 2 ORDER BY array_agg(DISTINCT (r1.c1 % 5)) ASC NULLS LAST
 (4 rows)
 
 select array_agg(distinct (t1.c1)%5) from ft4 t1 full join ft5 t2 on (t1.c1 = t2.c1) where t1.c1 < 20 or (t1.c1 is null and t2.c1 < 5) group by (t2.c1)%3 order by 1;
@@ -3123,7 +3123,7 @@ select array_agg(distinct (t1.c1)%5 order by (t1.c1)%5) from ft4 t1 full join ft
  Foreign Scan
    Output: (array_agg(DISTINCT (t1.c1 % 5) ORDER BY (t1.c1 % 5))), ((t2.c1 % 3))
    Relations: Aggregate on ((public.ft4 t1) FULL JOIN (public.ft5 t2))
-   Remote SQL: SELECT array_agg(DISTINCT (r1.c1 % 5) ORDER BY ((r1.c1 % 5)) ASC NULLS LAST), (r2.c1 % 3) FROM ("S 1"."T 3" r1 FULL JOIN "S 1"."T 4" r2 ON (((r1.c1 = r2.c1)))) WHERE (((r1.c1 < 20) OR ((r1.c1 IS NULL) AND (r2.c1 < 5)))) GROUP BY 2 ORDER BY array_agg(DISTINCT (r1.c1 % 5) ORDER BY ((r1.c1 % 5)) ASC NULLS LAST) ASC NULLS LAST
+   Remote SQL: SELECT array_agg(DISTINCT (r1.c1 % 5) ORDER BY ((r1.c1 % 5)) ASC NULLS LAST), (r2.c1 % 3) FROM ("S 1"."T 3" r1 FULL JOIN "S 1"."T 4" r2 ON (((r1.c1 = r2.c1)))) WHERE ((((r1.c1 IS NULL) AND (r2.c1 < 5)) OR (r1.c1 < 20))) GROUP BY 2 ORDER BY array_agg(DISTINCT (r1.c1 % 5) ORDER BY ((r1.c1 % 5)) ASC NULLS LAST) ASC NULLS LAST
 (4 rows)
 
 select array_agg(distinct (t1.c1)%5 order by (t1.c1)%5) from ft4 t1 full join ft5 t2 on (t1.c1 = t2.c1) where t1.c1 < 20 or (t1.c1 is null and t2.c1 < 5) group by (t2.c1)%3 order by 1;
@@ -3140,7 +3140,7 @@ select array_agg(distinct (t1.c1)%5 order by (t1.c1)%5 desc nulls last) from ft4
  Foreign Scan
    Output: (array_agg(DISTINCT (t1.c1 % 5) ORDER BY (t1.c1 % 5) DESC NULLS LAST)), ((t2.c1 % 3))
    Relations: Aggregate on ((public.ft4 t1) FULL JOIN (public.ft5 t2))
-   Remote SQL: SELECT array_agg(DISTINCT (r1.c1 % 5) ORDER BY ((r1.c1 % 5)) DESC NULLS LAST), (r2.c1 % 3) FROM ("S 1"."T 3" r1 FULL JOIN "S 1"."T 4" r2 ON (((r1.c1 = r2.c1)))) WHERE (((r1.c1 < 20) OR ((r1.c1 IS NULL) AND (r2.c1 < 5)))) GROUP BY 2 ORDER BY array_agg(DISTINCT (r1.c1 % 5) ORDER BY ((r1.c1 % 5)) DESC NULLS LAST) ASC NULLS LAST
+   Remote SQL: SELECT array_agg(DISTINCT (r1.c1 % 5) ORDER BY ((r1.c1 % 5)) DESC NULLS LAST), (r2.c1 % 3) FROM ("S 1"."T 3" r1 FULL JOIN "S 1"."T 4" r2 ON (((r1.c1 = r2.c1)))) WHERE ((((r1.c1 IS NULL) AND (r2.c1 < 5)) OR (r1.c1 < 20))) GROUP BY 2 ORDER BY array_agg(DISTINCT (r1.c1 % 5) ORDER BY ((r1.c1 % 5)) DESC NULLS LAST) ASC NULLS LAST
 (4 rows)
 
 select array_agg(distinct (t1.c1)%5 order by (t1.c1)%5 desc nulls last) from ft4 t1 full join ft5 t2 on (t1.c1 = t2.c1) where t1.c1 < 20 or (t1.c1 is null and t2.c1 < 5) group by (t2.c1)%3 order by 1;
@@ -8797,18 +8797,18 @@ insert into utrtest values (2, 'qux');
 -- Check case where the foreign partition is a subplan target rel
 explain (verbose, costs off)
 update utrtest set a = 1 where a = 1 or a = 2 returning *;
-                                             QUERY PLAN                                             
-----------------------------------------------------------------------------------------------------
+                                                  QUERY PLAN                                                  
+--------------------------------------------------------------------------------------------------------------
  Update on public.utrtest
    Output: utrtest_1.a, utrtest_1.b
    Foreign Update on public.remp utrtest_1
    Update on public.locp utrtest_2
    ->  Append
          ->  Foreign Update on public.remp utrtest_1
-               Remote SQL: UPDATE public.loct SET a = 1 WHERE (((a = 1) OR (a = 2))) RETURNING a, b
+               Remote SQL: UPDATE public.loct SET a = 1 WHERE ((a = ANY ('{1,2}'::integer[]))) RETURNING a, b
          ->  Seq Scan on public.locp utrtest_2
                Output: 1, utrtest_2.tableoid, utrtest_2.ctid, NULL::record
-               Filter: ((utrtest_2.a = 1) OR (utrtest_2.a = 2))
+               Filter: (utrtest_2.a = ANY ('{1,2}'::integer[]))
 (10 rows)
 
 -- The new values are concatenated with ' triggered !'
diff --git a/src/backend/nodes/queryjumblefuncs.c b/src/backend/nodes/queryjumblefuncs.c
index e489bfceb5..ee3d67c832 100644
--- a/src/backend/nodes/queryjumblefuncs.c
+++ b/src/backend/nodes/queryjumblefuncs.c
@@ -135,6 +135,33 @@ JumbleQuery(Query *query)
 	return jstate;
 }
 
+JumbleState *
+JumbleExpr(Expr *expr, uint64 *queryId)
+{
+	JumbleState *jstate = NULL;
+
+	Assert(queryId != NULL);
+
+	jstate = (JumbleState *) palloc(sizeof(JumbleState));
+
+	/* Set up workspace for query jumbling */
+	jstate->jumble = (unsigned char *) palloc(JUMBLE_SIZE);
+	jstate->jumble_len = 0;
+	jstate->clocations_buf_size = 32;
+	jstate->clocations = (LocationLen *)
+		palloc(jstate->clocations_buf_size * sizeof(LocationLen));
+	jstate->clocations_count = 0;
+	jstate->highest_extern_param_id = 0;
+
+	/* Compute query ID */
+	_jumbleNode(jstate, (Node *) expr);
+	*queryId = DatumGetUInt64(hash_any_extended(jstate->jumble,
+												jstate->jumble_len,
+												0));
+
+	return jstate;
+}
+
 /*
  * Enables query identifier computation.
  *
diff --git a/src/backend/parser/parse_expr.c b/src/backend/parser/parse_expr.c
index 9300c7b9ab..598bab7d1f 100644
--- a/src/backend/parser/parse_expr.c
+++ b/src/backend/parser/parse_expr.c
@@ -16,12 +16,14 @@
 #include "postgres.h"
 
 #include "catalog/pg_aggregate.h"
+#include "catalog/pg_operator.h"
 #include "catalog/pg_proc.h"
 #include "catalog/pg_type.h"
 #include "commands/dbcommands.h"
 #include "miscadmin.h"
 #include "nodes/makefuncs.h"
 #include "nodes/nodeFuncs.h"
+#include "nodes/queryjumble.h"
 #include "optimizer/optimizer.h"
 #include "parser/analyze.h"
 #include "parser/parse_agg.h"
@@ -38,11 +40,13 @@
 #include "utils/date.h"
 #include "utils/fmgroids.h"
 #include "utils/lsyscache.h"
+#include "utils/syscache.h"
 #include "utils/timestamp.h"
 #include "utils/xml.h"
 
 /* GUC parameters */
 bool		Transform_null_equals = false;
+bool		enable_or_transformation = true;
 
 
 static Node *transformExprRecurse(ParseState *pstate, Node *expr);
@@ -99,6 +103,327 @@ static Expr *make_distinct_op(ParseState *pstate, List *opname,
 static Node *make_nulltest_from_distinct(ParseState *pstate,
 										 A_Expr *distincta, Node *arg);
 
+typedef struct OrClauseGroupKey
+{
+	Expr   *expr; /* Pointer to the expression tree which has been a source for
+					the hashkey value */
+	Oid		opno;
+	Oid		exprtype;
+} OrClauseGroupKey;
+
+typedef struct OrClauseGroupEntry
+{
+	OrClauseGroupKey key;
+
+	Node		   *node;
+	List		   *consts;
+	Oid				scalar_type;
+	List 		   *exprs;
+} OrClauseGroupEntry;
+
+/*
+ * Hash function to find candidate clauses.
+ */
+static uint32
+orclause_hash(const void *data, Size keysize)
+{
+	OrClauseGroupKey   *key = (OrClauseGroupKey *) data;
+	uint64				hash;
+
+	Assert(keysize == sizeof(OrClauseGroupKey));
+
+	(void) JumbleExpr(key->expr, &hash);
+	hash += ((uint64) key->opno + (uint64) key->exprtype);
+	return (uint32) (hash % UINT32_MAX);
+}
+
+static void *
+orclause_keycopy(void *dest, const void *src, Size keysize)
+{
+	OrClauseGroupKey *src_key = (OrClauseGroupKey *) src;
+	OrClauseGroupKey *dst_key = (OrClauseGroupKey *) dest;
+
+	Assert(sizeof(OrClauseGroupKey) == keysize);
+
+	dst_key->expr = src_key->expr;
+	dst_key->opno = src_key->opno;
+	dst_key->exprtype = src_key->exprtype;
+	return dst_key;
+}
+
+/*
+ * Dynahash match function to use in guc_hashtab
+ */
+static int
+orclause_match(const void *data1, const void *data2, Size keysize)
+{
+	OrClauseGroupKey   *key1 = (OrClauseGroupKey *) data1;
+	OrClauseGroupKey   *key2 = (OrClauseGroupKey *) data2;
+
+	Assert(sizeof(OrClauseGroupKey) == keysize);
+
+	if (key1->opno == key2->opno && key1->exprtype == key2->exprtype &&
+		equal(key1->expr, key2->expr))
+		return 0;
+
+	return 1;
+}
+
+static Node *
+transformBoolExprOr(ParseState *pstate, BoolExpr *expr)
+{
+	List				   *or_list = NIL;
+	List				   *entries = NIL;
+	ListCell			   *lc;
+	HASHCTL					info;
+	HTAB 				   *or_group_htab = NULL;
+	int 					len_ors = list_length(expr->args);
+	OrClauseGroupEntry	   *entry = NULL;
+
+	/* If this is not an 'OR' expression, skip the transformation */
+	if (!enable_or_transformation || expr->boolop != OR_EXPR || len_ors < 2)
+		return transformBoolExpr(pstate, (BoolExpr *) expr);
+
+	MemSet(&info, 0, sizeof(info));
+	info.keysize = sizeof(OrClauseGroupKey);
+	info.entrysize = sizeof(OrClauseGroupEntry);
+	info.hash = orclause_hash;
+	info.keycopy = orclause_keycopy;
+	info.match = orclause_match;
+	or_group_htab = hash_create("OR Groups",
+								len_ors,
+								&info,
+								HASH_ELEM | HASH_FUNCTION | HASH_COMPARE | HASH_KEYCOPY);
+
+	foreach(lc, expr->args)
+	{
+		Node				   *arg = lfirst(lc);
+		Node				   *orqual;
+		Node				   *const_expr;
+		Node				   *nconst_expr;
+		OrClauseGroupKey		hashkey;
+		bool					found;
+		Oid						opno;
+		Oid						exprtype;
+		Node				   *leftop, *rightop;
+
+		/* At first, transform the arg and evaluate constant expressions. */
+		orqual = transformExprRecurse(pstate, (Node *) arg);
+		orqual = coerce_to_boolean(pstate, orqual, "OR");
+
+		if (!IsA(orqual, OpExpr))
+		{
+			or_list = lappend(or_list, orqual);
+			continue;
+		}
+
+		opno = ((OpExpr *) orqual)->opno;
+		if (get_op_rettype(opno) != BOOLOID)
+		{
+			/* Only operator returning boolean suits OR -> ANY transformation */
+			or_list = lappend(or_list, orqual);
+			continue;
+		}
+
+		/*
+		 * Detect the constant side of the clause. Recall non-constant
+		 * expression can be made not only with Vars, but also with Params,
+		 * which is not bonded with any relation. Thus, we detect the const
+		 * side - if another side is constant too, the orqual couldn't be
+		 * an OpExpr.
+		 * Get pointers to constant and expression sides of the qual.
+		 */
+		leftop = get_leftop(orqual);
+		if (IsA(leftop, RelabelType))
+			leftop = (Node *) ((RelabelType *) leftop)->arg;
+		rightop = get_rightop(orqual);
+		if (IsA(rightop, RelabelType))
+			rightop = (Node *) ((RelabelType *) rightop)->arg;
+
+		if (IsA(leftop, Const))
+		{
+			opno = get_commutator(opno);
+
+			if (!OidIsValid(opno))
+			{
+				/* commutator doesn't exist, we can't reverse the order */
+				or_list = lappend(or_list, orqual);
+				continue;
+			}
+
+			nconst_expr = get_rightop(orqual);
+			const_expr = get_leftop(orqual);
+		}
+		else if (IsA(rightop, Const))
+		{
+			const_expr = get_rightop(orqual);
+			nconst_expr = get_leftop(orqual);
+		}
+		else
+		{
+			or_list = lappend(or_list, orqual);
+			continue;
+		}
+
+		/*
+		 * Transformation only works with both side type is not
+		 * { array | composite | domain | record }.
+		 * Also, forbid it for volatile expressions.
+		 */
+		exprtype = exprType(nconst_expr);
+		if (type_is_rowtype(exprType(const_expr)) ||
+			type_is_rowtype(exprtype) ||
+			contain_volatile_functions((Node *) nconst_expr))
+		{
+			or_list = lappend(or_list, orqual);
+			continue;
+		}
+
+		/*
+		* At this point we definitely have a transformable clause.
+		* Classify it and add into specific group of clauses, or create new
+		* group.
+		*/
+		hashkey.expr = (Expr *) nconst_expr;
+		hashkey.opno = opno;
+		hashkey.exprtype = exprtype;
+		entry = hash_search(or_group_htab, &hashkey, HASH_ENTER, &found);
+
+		if (unlikely(found))
+		{
+			entry->consts = lappend(entry->consts, const_expr);
+			entry->exprs = lappend(entry->exprs, orqual);
+		}
+		else
+		{
+			entry->node = nconst_expr;
+			entry->consts = list_make1(const_expr);
+			entry->exprs = list_make1(orqual);
+
+			/*
+			 * Add the entry to the list. It is needed exclusively to manage the
+			 * problem with the order of transformed clauses in explain.
+			 * Hash value can depend on the platform and version. Hence,
+			 * sequental scan of the hash table would prone to change the order
+			 * of clauses in lists and, as a result, break regression tests
+			 * accidentially.
+			 */
+			entries = lappend(entries, entry);
+		}
+	}
+
+	/* Let's convert each group of clauses to an IN operation. */
+
+	/*
+	 * Go through the list of groups and convert each, where number of
+	 * consts more than 1. trivial groups move to OR-list again
+	 */
+
+	foreach (lc, entries)
+	{
+		Oid				    scalar_type;
+		Oid					array_type;
+
+		entry = (OrClauseGroupEntry *) lfirst(lc);
+
+		Assert(list_length(entry->consts) > 0);
+		Assert(list_length(entry->exprs) == list_length(entry->consts));
+
+		if (list_length(entry->consts) == 1)
+		{
+			/*
+			 * Only one element in the class. Return origin expression into
+			 * the BoolExpr args list unchanged.
+			 */
+			list_free(entry->consts);
+			or_list = list_concat(or_list, entry->exprs);
+			continue;
+		}
+
+		/*
+		 * Do the transformation.
+		 */
+
+		scalar_type = entry->key.exprtype;
+		array_type = OidIsValid(scalar_type) ? get_array_type(scalar_type) :
+											   InvalidOid;
+
+		if (OidIsValid(array_type))
+		{
+			/*
+			 * OK: coerce all the right-hand non-Var inputs to the common
+			 * type and build an ArrayExpr for them.
+			 */
+			List			   *aexprs = NIL;
+			ArrayExpr		   *newa = NULL;
+			ScalarArrayOpExpr  *saopexpr = NULL;
+			HeapTuple			opertup;
+			Form_pg_operator	operform;
+			List			   *namelist = NIL;
+			ListCell		   *lc1;
+
+			foreach(lc1, entry->consts)
+			{
+				Node   *rexpr = (Node *) lfirst(lc1);
+
+				rexpr = coerce_to_common_type(pstate, rexpr,
+											  scalar_type,
+											  "IN");
+				aexprs = lappend(aexprs, rexpr);
+			}
+
+			newa = makeNode(ArrayExpr);
+			/* array_collid will be set by parse_collate.c */
+			newa->element_typeid = scalar_type;
+			newa->array_typeid = array_type;
+			newa->multidims = false;
+			newa->elements = aexprs;
+			newa->location = -1;
+
+			opertup = SearchSysCache1(OPEROID,
+									  ObjectIdGetDatum(entry->key.opno));
+			if (!HeapTupleIsValid(opertup))
+				elog(ERROR, "cache lookup failed for operator %u",
+					 entry->key.opno);
+
+			operform = (Form_pg_operator) GETSTRUCT(opertup);
+			if (!OperatorIsVisible(entry->key.opno))
+				namelist = lappend(namelist, makeString(get_namespace_name(operform->oprnamespace)));
+
+			namelist = lappend(namelist, makeString(pstrdup(NameStr(operform->oprname))));
+			ReleaseSysCache(opertup);
+
+			saopexpr =
+				(ScalarArrayOpExpr *)
+					make_scalar_array_op(pstate,
+										 namelist,
+										 true,
+										 entry->node,
+										 (Node *) newa,
+										 -1);
+
+			or_list = lappend(or_list, (void *) saopexpr);
+		}
+		else
+		{
+			/*
+			 * If the const node (right side of operator expression) 's type
+			 *  don't have “true” array type, then we cannnot do the transformation.
+			 * We simply concatenate the expression node.
+			 *
+			 */
+			list_free(entry->consts);
+			or_list = list_concat(or_list, entry->exprs);
+		}
+	}
+	hash_destroy(or_group_htab);
+	list_free(entries);
+
+	/* One more trick: assemble correct clause */
+	return (Node *) ((list_length(or_list) > 1) ?
+					 makeBoolExpr(OR_EXPR, or_list, expr->location) :
+					 linitial(or_list));
+}
 
 /*
  * transformExpr -
@@ -212,7 +537,7 @@ transformExprRecurse(ParseState *pstate, Node *expr)
 			}
 
 		case T_BoolExpr:
-			result = transformBoolExpr(pstate, (BoolExpr *) expr);
+			result = transformBoolExprOr(pstate, (BoolExpr *) expr);
 			break;
 
 		case T_FuncCall:
diff --git a/src/backend/utils/misc/guc_tables.c b/src/backend/utils/misc/guc_tables.c
index 7fe58518d7..ddda2d3c48 100644
--- a/src/backend/utils/misc/guc_tables.c
+++ b/src/backend/utils/misc/guc_tables.c
@@ -1071,6 +1071,17 @@ struct config_bool ConfigureNamesBool[] =
 		true,
 		NULL, NULL, NULL
 	},
+	{
+		{"enable_or_transformation", PGC_USERSET, QUERY_TUNING_OTHER,
+			gettext_noop("Transform a sequence of OR clauses to an IN expression."),
+			gettext_noop("The planner will replace clauses like 'x=c1 OR x=c2 .."
+						 "to the clause 'x IN (c1,c2,...)'"),
+			GUC_EXPLAIN
+		},
+		&enable_or_transformation,
+		true,
+		NULL, NULL, NULL
+	},
 	{
 		/*
 		 * Not for general use --- used by SET SESSION AUTHORIZATION and SET
diff --git a/src/backend/utils/misc/postgresql.conf.sample b/src/backend/utils/misc/postgresql.conf.sample
index da10b43dac..6876d73392 100644
--- a/src/backend/utils/misc/postgresql.conf.sample
+++ b/src/backend/utils/misc/postgresql.conf.sample
@@ -379,6 +379,7 @@
 # - Planner Method Configuration -
 
 #enable_async_append = on
+#enable_or_transformation = on
 #enable_bitmapscan = on
 #enable_gathermerge = on
 #enable_hashagg = on
diff --git a/src/bin/pg_dump/t/002_pg_dump.pl b/src/bin/pg_dump/t/002_pg_dump.pl
index 00b5092713..d28bf617db 100644
--- a/src/bin/pg_dump/t/002_pg_dump.pl
+++ b/src/bin/pg_dump/t/002_pg_dump.pl
@@ -2095,9 +2095,9 @@ my %tests = (
 		regexp => qr/^
 			\QCREATE DOMAIN dump_test.us_postal_code AS text COLLATE pg_catalog."C" DEFAULT '10014'::text\E\n\s+
 			\QCONSTRAINT us_postal_code_check CHECK \E
-			\Q(((VALUE ~ '^\d{5}\E
-			\$\Q'::text) OR (VALUE ~ '^\d{5}-\d{4}\E\$
-			\Q'::text)));\E(.|\n)*
+			\Q((VALUE ~ ANY (ARRAY['^\d{5}\E
+			\$\Q'::text, '^\d{5}-\d{4}\E\$
+			\Q'::text])));\E(.|\n)*
 			\QCOMMENT ON CONSTRAINT us_postal_code_check ON DOMAIN dump_test.us_postal_code IS 'check it';\E
 			/xm,
 		like =>
diff --git a/src/include/nodes/queryjumble.h b/src/include/nodes/queryjumble.h
index f1c55c8067..a9ae048af5 100644
--- a/src/include/nodes/queryjumble.h
+++ b/src/include/nodes/queryjumble.h
@@ -65,6 +65,7 @@ extern PGDLLIMPORT int compute_query_id;
 
 extern const char *CleanQuerytext(const char *query, int *location, int *len);
 extern JumbleState *JumbleQuery(Query *query);
+extern JumbleState *JumbleExpr(Expr *expr, uint64 *queryId);
 extern void EnableQueryId(void);
 
 extern PGDLLIMPORT bool query_id_enabled;
diff --git a/src/include/optimizer/optimizer.h b/src/include/optimizer/optimizer.h
index 7b63c5cf71..35ab577501 100644
--- a/src/include/optimizer/optimizer.h
+++ b/src/include/optimizer/optimizer.h
@@ -50,6 +50,7 @@ struct PlannedStmt;
 struct ParamListInfoData;
 struct HeapTupleData;
 
+extern PGDLLIMPORT bool enable_or_transformation;
 
 /* in path/clausesel.c: */
 
diff --git a/src/test/regress/expected/create_index.out b/src/test/regress/expected/create_index.out
index 79fa117cb5..b8653c09ea 100644
--- a/src/test/regress/expected/create_index.out
+++ b/src/test/regress/expected/create_index.out
@@ -1838,18 +1838,50 @@ DROP TABLE onek_with_null;
 EXPLAIN (COSTS OFF)
 SELECT * FROM tenk1
   WHERE thousand = 42 AND (tenthous = 1 OR tenthous = 3 OR tenthous = 42);
-                                                               QUERY PLAN                                                                
------------------------------------------------------------------------------------------------------------------------------------------
- Bitmap Heap Scan on tenk1
-   Recheck Cond: (((thousand = 42) AND (tenthous = 1)) OR ((thousand = 42) AND (tenthous = 3)) OR ((thousand = 42) AND (tenthous = 42)))
-   ->  BitmapOr
-         ->  Bitmap Index Scan on tenk1_thous_tenthous
-               Index Cond: ((thousand = 42) AND (tenthous = 1))
-         ->  Bitmap Index Scan on tenk1_thous_tenthous
-               Index Cond: ((thousand = 42) AND (tenthous = 3))
-         ->  Bitmap Index Scan on tenk1_thous_tenthous
-               Index Cond: ((thousand = 42) AND (tenthous = 42))
-(9 rows)
+                                  QUERY PLAN                                  
+------------------------------------------------------------------------------
+ Index Scan using tenk1_thous_tenthous on tenk1
+   Index Cond: ((thousand = 42) AND (tenthous = ANY ('{1,3,42}'::integer[])))
+(2 rows)
+
+SELECT * FROM tenk1
+  WHERE thousand = 42 AND (tenthous = 1 OR tenthous = 3 OR tenthous = 42);
+ unique1 | unique2 | two | four | ten | twenty | hundred | thousand | twothousand | fivethous | tenthous | odd | even | stringu1 | stringu2 | string4 
+---------+---------+-----+------+-----+--------+---------+----------+-------------+-----------+----------+-----+------+----------+----------+---------
+      42 |    5530 |   0 |    2 |   2 |      2 |      42 |       42 |          42 |        42 |       42 |  84 |   85 | QBAAAA   | SEIAAA   | OOOOxx
+(1 row)
+
+EXPLAIN (COSTS OFF)
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand = 42 OR thousand = 99);
+                                     QUERY PLAN                                     
+------------------------------------------------------------------------------------
+ Aggregate
+   ->  Bitmap Heap Scan on tenk1
+         Recheck Cond: ((hundred = 42) AND (thousand = ANY ('{42,99}'::integer[])))
+         ->  BitmapAnd
+               ->  Bitmap Index Scan on tenk1_hundred
+                     Index Cond: (hundred = 42)
+               ->  Bitmap Index Scan on tenk1_thous_tenthous
+                     Index Cond: (thousand = ANY ('{42,99}'::integer[]))
+(8 rows)
+
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand = 42 OR thousand = 99);
+ count 
+-------
+    10
+(1 row)
+
+SET enable_or_transformation = on;
+EXPLAIN (COSTS OFF)
+SELECT * FROM tenk1
+  WHERE thousand = 42 AND (tenthous = 1 OR tenthous = 3 OR tenthous = 42);
+                                  QUERY PLAN                                  
+------------------------------------------------------------------------------
+ Index Scan using tenk1_thous_tenthous on tenk1
+   Index Cond: ((thousand = 42) AND (tenthous = ANY ('{1,3,42}'::integer[])))
+(2 rows)
 
 SELECT * FROM tenk1
   WHERE thousand = 42 AND (tenthous = 1 OR tenthous = 3 OR tenthous = 42);
@@ -1861,28 +1893,116 @@ SELECT * FROM tenk1
 EXPLAIN (COSTS OFF)
 SELECT count(*) FROM tenk1
   WHERE hundred = 42 AND (thousand = 42 OR thousand = 99);
-                                   QUERY PLAN                                    
----------------------------------------------------------------------------------
+                                     QUERY PLAN                                     
+------------------------------------------------------------------------------------
+ Aggregate
+   ->  Bitmap Heap Scan on tenk1
+         Recheck Cond: ((hundred = 42) AND (thousand = ANY ('{42,99}'::integer[])))
+         ->  BitmapAnd
+               ->  Bitmap Index Scan on tenk1_hundred
+                     Index Cond: (hundred = 42)
+               ->  Bitmap Index Scan on tenk1_thous_tenthous
+                     Index Cond: (thousand = ANY ('{42,99}'::integer[]))
+(8 rows)
+
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand = 42 OR thousand = 99);
+ count 
+-------
+    10
+(1 row)
+
+EXPLAIN (COSTS OFF)
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand < 42 OR thousand < 99 OR 43 > thousand OR 42 > thousand);
+                                        QUERY PLAN                                        
+------------------------------------------------------------------------------------------
+ Aggregate
+   ->  Bitmap Heap Scan on tenk1
+         Recheck Cond: ((hundred = 42) AND (thousand < ANY ('{42,99,43,42}'::integer[])))
+         ->  BitmapAnd
+               ->  Bitmap Index Scan on tenk1_hundred
+                     Index Cond: (hundred = 42)
+               ->  Bitmap Index Scan on tenk1_thous_tenthous
+                     Index Cond: (thousand < ANY ('{42,99,43,42}'::integer[]))
+(8 rows)
+
+EXPLAIN (COSTS OFF)
+SELECT count(*) FROM tenk1
+  WHERE thousand = 42 AND (tenthous = 1 OR tenthous = 3) OR thousand = 41;
+                                               QUERY PLAN                                               
+--------------------------------------------------------------------------------------------------------
+ Aggregate
+   ->  Bitmap Heap Scan on tenk1
+         Recheck Cond: (((thousand = 42) AND (tenthous = ANY ('{1,3}'::integer[]))) OR (thousand = 41))
+         ->  BitmapOr
+               ->  Bitmap Index Scan on tenk1_thous_tenthous
+                     Index Cond: ((thousand = 42) AND (tenthous = ANY ('{1,3}'::integer[])))
+               ->  Bitmap Index Scan on tenk1_thous_tenthous
+                     Index Cond: (thousand = 41)
+(8 rows)
+
+SELECT count(*) FROM tenk1
+  WHERE thousand = 42 AND (tenthous = 1 OR tenthous = 3) OR thousand = 41;
+ count 
+-------
+    10
+(1 row)
+
+EXPLAIN (COSTS OFF)
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand = 42 OR thousand = 99 OR tenthous < 2) OR thousand = 41;
+                                                         QUERY PLAN                                                          
+-----------------------------------------------------------------------------------------------------------------------------
+ Aggregate
+   ->  Bitmap Heap Scan on tenk1
+         Recheck Cond: (((hundred = 42) AND ((thousand = ANY ('{42,99}'::integer[])) OR (tenthous < 2))) OR (thousand = 41))
+         ->  BitmapOr
+               ->  BitmapAnd
+                     ->  Bitmap Index Scan on tenk1_hundred
+                           Index Cond: (hundred = 42)
+                     ->  BitmapOr
+                           ->  Bitmap Index Scan on tenk1_thous_tenthous
+                                 Index Cond: (thousand = ANY ('{42,99}'::integer[]))
+                           ->  Bitmap Index Scan on tenk1_thous_tenthous
+                                 Index Cond: (tenthous < 2)
+               ->  Bitmap Index Scan on tenk1_thous_tenthous
+                     Index Cond: (thousand = 41)
+(14 rows)
+
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand = 42 OR thousand = 99 OR tenthous < 2) OR thousand = 41;
+ count 
+-------
+    20
+(1 row)
+
+EXPLAIN (COSTS OFF)
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand = 42 OR thousand = 41 OR thousand = 99 AND tenthous = 2);
+                                                          QUERY PLAN                                                          
+------------------------------------------------------------------------------------------------------------------------------
  Aggregate
    ->  Bitmap Heap Scan on tenk1
-         Recheck Cond: ((hundred = 42) AND ((thousand = 42) OR (thousand = 99)))
+         Recheck Cond: ((hundred = 42) AND (((thousand = 99) AND (tenthous = 2)) OR (thousand = ANY ('{42,41}'::integer[]))))
          ->  BitmapAnd
                ->  Bitmap Index Scan on tenk1_hundred
                      Index Cond: (hundred = 42)
                ->  BitmapOr
                      ->  Bitmap Index Scan on tenk1_thous_tenthous
-                           Index Cond: (thousand = 42)
+                           Index Cond: ((thousand = 99) AND (tenthous = 2))
                      ->  Bitmap Index Scan on tenk1_thous_tenthous
-                           Index Cond: (thousand = 99)
+                           Index Cond: (thousand = ANY ('{42,41}'::integer[]))
 (11 rows)
 
 SELECT count(*) FROM tenk1
-  WHERE hundred = 42 AND (thousand = 42 OR thousand = 99);
+  WHERE hundred = 42 AND (thousand = 42 OR thousand = 41 OR thousand = 99 AND tenthous = 2);
  count 
 -------
     10
 (1 row)
 
+RESET enable_or_transformation;
 --
 -- Check behavior with duplicate index column contents
 --
diff --git a/src/test/regress/expected/inherit.out b/src/test/regress/expected/inherit.out
index 130a924228..684886336c 100644
--- a/src/test/regress/expected/inherit.out
+++ b/src/test/regress/expected/inherit.out
@@ -2600,7 +2600,7 @@ explain (costs off) select * from list_parted where a = 'ab' or a in (null, 'cd'
                                    QUERY PLAN                                    
 ---------------------------------------------------------------------------------
  Seq Scan on part_ab_cd list_parted
-   Filter: (((a)::text = 'ab'::text) OR ((a)::text = ANY ('{NULL,cd}'::text[])))
+   Filter: (((a)::text = ANY ('{NULL,cd}'::text[])) OR ((a)::text = 'ab'::text))
 (2 rows)
 
 explain (costs off) select * from list_parted where a = 'ab';
diff --git a/src/test/regress/expected/join.out b/src/test/regress/expected/join.out
index 9c08d0134c..256ed8acb5 100644
--- a/src/test/regress/expected/join.out
+++ b/src/test/regress/expected/join.out
@@ -4210,10 +4210,10 @@ explain (costs off)
 select * from tenk1 a join tenk1 b on
   (a.unique1 = 1 and b.unique1 = 2) or
   ((a.unique2 = 3 or a.unique2 = 7) and b.hundred = 4);
-                                                      QUERY PLAN                                                      
-----------------------------------------------------------------------------------------------------------------------
+                                                       QUERY PLAN                                                       
+------------------------------------------------------------------------------------------------------------------------
  Nested Loop
-   Join Filter: (((a.unique1 = 1) AND (b.unique1 = 2)) OR (((a.unique2 = 3) OR (a.unique2 = 7)) AND (b.hundred = 4)))
+   Join Filter: (((a.unique1 = 1) AND (b.unique1 = 2)) OR ((a.unique2 = ANY ('{3,7}'::integer[])) AND (b.hundred = 4)))
    ->  Bitmap Heap Scan on tenk1 b
          Recheck Cond: ((unique1 = 2) OR (hundred = 4))
          ->  BitmapOr
@@ -4223,16 +4223,64 @@ select * from tenk1 a join tenk1 b on
                      Index Cond: (hundred = 4)
    ->  Materialize
          ->  Bitmap Heap Scan on tenk1 a
-               Recheck Cond: ((unique1 = 1) OR (unique2 = 3) OR (unique2 = 7))
+               Recheck Cond: ((unique1 = 1) OR (unique2 = ANY ('{3,7}'::integer[])))
                ->  BitmapOr
                      ->  Bitmap Index Scan on tenk1_unique1
                            Index Cond: (unique1 = 1)
                      ->  Bitmap Index Scan on tenk1_unique2
-                           Index Cond: (unique2 = 3)
+                           Index Cond: (unique2 = ANY ('{3,7}'::integer[]))
+(17 rows)
+
+SET enable_or_transformation = on;
+explain (costs off)
+select * from tenk1 a join tenk1 b on
+  (a.unique1 = 1 and b.unique1 = 2) or
+  ((a.unique2 = 3 or a.unique2 = 7) and b.hundred = 4);
+                                                       QUERY PLAN                                                       
+------------------------------------------------------------------------------------------------------------------------
+ Nested Loop
+   Join Filter: (((a.unique1 = 1) AND (b.unique1 = 2)) OR ((a.unique2 = ANY ('{3,7}'::integer[])) AND (b.hundred = 4)))
+   ->  Bitmap Heap Scan on tenk1 b
+         Recheck Cond: ((unique1 = 2) OR (hundred = 4))
+         ->  BitmapOr
+               ->  Bitmap Index Scan on tenk1_unique1
+                     Index Cond: (unique1 = 2)
+               ->  Bitmap Index Scan on tenk1_hundred
+                     Index Cond: (hundred = 4)
+   ->  Materialize
+         ->  Bitmap Heap Scan on tenk1 a
+               Recheck Cond: ((unique1 = 1) OR (unique2 = ANY ('{3,7}'::integer[])))
+               ->  BitmapOr
+                     ->  Bitmap Index Scan on tenk1_unique1
+                           Index Cond: (unique1 = 1)
                      ->  Bitmap Index Scan on tenk1_unique2
-                           Index Cond: (unique2 = 7)
-(19 rows)
+                           Index Cond: (unique2 = ANY ('{3,7}'::integer[]))
+(17 rows)
+
+explain (costs off)
+select * from tenk1 a join tenk1 b on
+  (a.unique1 < 20 or a.unique1 = 3 or a.unique1 = 1 and b.unique1 = 2) or
+  ((a.unique2 = 3 or a.unique2 = 7) and b.hundred = 4);
+                                                                          QUERY PLAN                                                                           
+---------------------------------------------------------------------------------------------------------------------------------------------------------------
+ Nested Loop
+   Join Filter: (((a.unique1 = 1) AND (b.unique1 = 2)) OR ((a.unique2 = ANY ('{3,7}'::integer[])) AND (b.hundred = 4)) OR (a.unique1 < 20) OR (a.unique1 = 3))
+   ->  Seq Scan on tenk1 b
+   ->  Materialize
+         ->  Bitmap Heap Scan on tenk1 a
+               Recheck Cond: ((unique1 = 1) OR (unique2 = ANY ('{3,7}'::integer[])) OR (unique1 < 20) OR (unique1 = 3))
+               ->  BitmapOr
+                     ->  Bitmap Index Scan on tenk1_unique1
+                           Index Cond: (unique1 = 1)
+                     ->  Bitmap Index Scan on tenk1_unique2
+                           Index Cond: (unique2 = ANY ('{3,7}'::integer[]))
+                     ->  Bitmap Index Scan on tenk1_unique1
+                           Index Cond: (unique1 < 20)
+                     ->  Bitmap Index Scan on tenk1_unique1
+                           Index Cond: (unique1 = 3)
+(15 rows)
 
+RESET enable_or_transformation;
 --
 -- test placement of movable quals in a parameterized join tree
 --
diff --git a/src/test/regress/expected/partition_prune.out b/src/test/regress/expected/partition_prune.out
index 9a4c48c055..3423af4768 100644
--- a/src/test/regress/expected/partition_prune.out
+++ b/src/test/regress/expected/partition_prune.out
@@ -82,25 +82,47 @@ explain (costs off) select * from lp where a is null;
 (2 rows)
 
 explain (costs off) select * from lp where a = 'a' or a = 'c';
-                        QUERY PLAN                        
-----------------------------------------------------------
+                  QUERY PLAN                   
+-----------------------------------------------
  Append
    ->  Seq Scan on lp_ad lp_1
-         Filter: ((a = 'a'::bpchar) OR (a = 'c'::bpchar))
+         Filter: (a = ANY ('{a,c}'::bpchar[]))
    ->  Seq Scan on lp_bc lp_2
-         Filter: ((a = 'a'::bpchar) OR (a = 'c'::bpchar))
+         Filter: (a = ANY ('{a,c}'::bpchar[]))
 (5 rows)
 
 explain (costs off) select * from lp where a is not null and (a = 'a' or a = 'c');
-                                   QUERY PLAN                                   
---------------------------------------------------------------------------------
+                             QUERY PLAN                              
+---------------------------------------------------------------------
  Append
    ->  Seq Scan on lp_ad lp_1
-         Filter: ((a IS NOT NULL) AND ((a = 'a'::bpchar) OR (a = 'c'::bpchar)))
+         Filter: ((a IS NOT NULL) AND (a = ANY ('{a,c}'::bpchar[])))
    ->  Seq Scan on lp_bc lp_2
-         Filter: ((a IS NOT NULL) AND ((a = 'a'::bpchar) OR (a = 'c'::bpchar)))
+         Filter: ((a IS NOT NULL) AND (a = ANY ('{a,c}'::bpchar[])))
 (5 rows)
 
+SET enable_or_transformation = on;
+explain (costs off) select * from lp where a = 'a' or a = 'c';
+                  QUERY PLAN                   
+-----------------------------------------------
+ Append
+   ->  Seq Scan on lp_ad lp_1
+         Filter: (a = ANY ('{a,c}'::bpchar[]))
+   ->  Seq Scan on lp_bc lp_2
+         Filter: (a = ANY ('{a,c}'::bpchar[]))
+(5 rows)
+
+explain (costs off) select * from lp where a is not null and (a = 'a' or a = 'c');
+                             QUERY PLAN                              
+---------------------------------------------------------------------
+ Append
+   ->  Seq Scan on lp_ad lp_1
+         Filter: ((a IS NOT NULL) AND (a = ANY ('{a,c}'::bpchar[])))
+   ->  Seq Scan on lp_bc lp_2
+         Filter: ((a IS NOT NULL) AND (a = ANY ('{a,c}'::bpchar[])))
+(5 rows)
+
+RESET enable_or_transformation;
 explain (costs off) select * from lp where a <> 'g';
              QUERY PLAN             
 ------------------------------------
@@ -515,10 +537,10 @@ explain (costs off) select * from rlp where a <= 31;
 (27 rows)
 
 explain (costs off) select * from rlp where a = 1 or a = 7;
-           QUERY PLAN           
---------------------------------
+                QUERY PLAN                
+------------------------------------------
  Seq Scan on rlp2 rlp
-   Filter: ((a = 1) OR (a = 7))
+   Filter: (a = ANY ('{1,7}'::integer[]))
 (2 rows)
 
 explain (costs off) select * from rlp where a = 1 or b = 'ab';
@@ -589,20 +611,20 @@ explain (costs off) select * from rlp where a < 1 or (a > 20 and a < 25);
 ------------------------------------------------------
  Append
    ->  Seq Scan on rlp1 rlp_1
-         Filter: ((a < 1) OR ((a > 20) AND (a < 25)))
+         Filter: (((a > 20) AND (a < 25)) OR (a < 1))
    ->  Seq Scan on rlp4_1 rlp_2
-         Filter: ((a < 1) OR ((a > 20) AND (a < 25)))
+         Filter: (((a > 20) AND (a < 25)) OR (a < 1))
 (5 rows)
 
 -- where clause contradicts sub-partition's constraint
 explain (costs off) select * from rlp where a = 20 or a = 40;
-               QUERY PLAN               
-----------------------------------------
+                    QUERY PLAN                    
+--------------------------------------------------
  Append
    ->  Seq Scan on rlp4_1 rlp_1
-         Filter: ((a = 20) OR (a = 40))
+         Filter: (a = ANY ('{20,40}'::integer[]))
    ->  Seq Scan on rlp5_default rlp_2
-         Filter: ((a = 20) OR (a = 40))
+         Filter: (a = ANY ('{20,40}'::integer[]))
 (5 rows)
 
 explain (costs off) select * from rlp3 where a = 20;   /* empty */
@@ -671,6 +693,163 @@ explain (costs off) select * from rlp where (a = 1 and a = 3) or (a > 1 and a =
          Filter: (((a = 1) AND (a = 3)) OR ((a > 1) AND (a = 15)))
 (11 rows)
 
+SET enable_or_transformation = on;
+explain (costs off) select * from rlp where a = 1 or a = 7;
+                QUERY PLAN                
+------------------------------------------
+ Seq Scan on rlp2 rlp
+   Filter: (a = ANY ('{1,7}'::integer[]))
+(2 rows)
+
+explain (costs off) select * from rlp where a = 1 or b = 'ab';
+                      QUERY PLAN                       
+-------------------------------------------------------
+ Append
+   ->  Seq Scan on rlp1 rlp_1
+         Filter: ((a = 1) OR ((b)::text = 'ab'::text))
+   ->  Seq Scan on rlp2 rlp_2
+         Filter: ((a = 1) OR ((b)::text = 'ab'::text))
+   ->  Seq Scan on rlp3abcd rlp_3
+         Filter: ((a = 1) OR ((b)::text = 'ab'::text))
+   ->  Seq Scan on rlp4_1 rlp_4
+         Filter: ((a = 1) OR ((b)::text = 'ab'::text))
+   ->  Seq Scan on rlp4_2 rlp_5
+         Filter: ((a = 1) OR ((b)::text = 'ab'::text))
+   ->  Seq Scan on rlp4_default rlp_6
+         Filter: ((a = 1) OR ((b)::text = 'ab'::text))
+   ->  Seq Scan on rlp5_1 rlp_7
+         Filter: ((a = 1) OR ((b)::text = 'ab'::text))
+   ->  Seq Scan on rlp5_default rlp_8
+         Filter: ((a = 1) OR ((b)::text = 'ab'::text))
+   ->  Seq Scan on rlp_default_10 rlp_9
+         Filter: ((a = 1) OR ((b)::text = 'ab'::text))
+   ->  Seq Scan on rlp_default_30 rlp_10
+         Filter: ((a = 1) OR ((b)::text = 'ab'::text))
+   ->  Seq Scan on rlp_default_null rlp_11
+         Filter: ((a = 1) OR ((b)::text = 'ab'::text))
+   ->  Seq Scan on rlp_default_default rlp_12
+         Filter: ((a = 1) OR ((b)::text = 'ab'::text))
+(25 rows)
+
+explain (costs off) select * from rlp where a > 20 and a < 27;
+               QUERY PLAN                
+-----------------------------------------
+ Append
+   ->  Seq Scan on rlp4_1 rlp_1
+         Filter: ((a > 20) AND (a < 27))
+   ->  Seq Scan on rlp4_2 rlp_2
+         Filter: ((a > 20) AND (a < 27))
+(5 rows)
+
+explain (costs off) select * from rlp where a = 29;
+          QUERY PLAN          
+------------------------------
+ Seq Scan on rlp4_default rlp
+   Filter: (a = 29)
+(2 rows)
+
+explain (costs off) select * from rlp where a >= 29;
+                 QUERY PLAN                  
+---------------------------------------------
+ Append
+   ->  Seq Scan on rlp4_default rlp_1
+         Filter: (a >= 29)
+   ->  Seq Scan on rlp5_1 rlp_2
+         Filter: (a >= 29)
+   ->  Seq Scan on rlp5_default rlp_3
+         Filter: (a >= 29)
+   ->  Seq Scan on rlp_default_30 rlp_4
+         Filter: (a >= 29)
+   ->  Seq Scan on rlp_default_default rlp_5
+         Filter: (a >= 29)
+(11 rows)
+
+explain (costs off) select * from rlp where a < 1 or (a > 20 and a < 25);
+                      QUERY PLAN                      
+------------------------------------------------------
+ Append
+   ->  Seq Scan on rlp1 rlp_1
+         Filter: (((a > 20) AND (a < 25)) OR (a < 1))
+   ->  Seq Scan on rlp4_1 rlp_2
+         Filter: (((a > 20) AND (a < 25)) OR (a < 1))
+(5 rows)
+
+explain (costs off) select * from rlp where a = 20 or a = 40;
+                    QUERY PLAN                    
+--------------------------------------------------
+ Append
+   ->  Seq Scan on rlp4_1 rlp_1
+         Filter: (a = ANY ('{20,40}'::integer[]))
+   ->  Seq Scan on rlp5_default rlp_2
+         Filter: (a = ANY ('{20,40}'::integer[]))
+(5 rows)
+
+explain (costs off) select * from rlp3 where a = 20;   /* empty */
+        QUERY PLAN        
+--------------------------
+ Result
+   One-Time Filter: false
+(2 rows)
+
+explain (costs off) select * from rlp where a > 1 and a = 10;	/* only default */
+            QUERY PLAN            
+----------------------------------
+ Seq Scan on rlp_default_10 rlp
+   Filter: ((a > 1) AND (a = 10))
+(2 rows)
+
+explain (costs off) select * from rlp where a > 1 and a >=15;	/* rlp3 onwards, including default */
+                  QUERY PLAN                  
+----------------------------------------------
+ Append
+   ->  Seq Scan on rlp3abcd rlp_1
+         Filter: ((a > 1) AND (a >= 15))
+   ->  Seq Scan on rlp3efgh rlp_2
+         Filter: ((a > 1) AND (a >= 15))
+   ->  Seq Scan on rlp3nullxy rlp_3
+         Filter: ((a > 1) AND (a >= 15))
+   ->  Seq Scan on rlp3_default rlp_4
+         Filter: ((a > 1) AND (a >= 15))
+   ->  Seq Scan on rlp4_1 rlp_5
+         Filter: ((a > 1) AND (a >= 15))
+   ->  Seq Scan on rlp4_2 rlp_6
+         Filter: ((a > 1) AND (a >= 15))
+   ->  Seq Scan on rlp4_default rlp_7
+         Filter: ((a > 1) AND (a >= 15))
+   ->  Seq Scan on rlp5_1 rlp_8
+         Filter: ((a > 1) AND (a >= 15))
+   ->  Seq Scan on rlp5_default rlp_9
+         Filter: ((a > 1) AND (a >= 15))
+   ->  Seq Scan on rlp_default_30 rlp_10
+         Filter: ((a > 1) AND (a >= 15))
+   ->  Seq Scan on rlp_default_default rlp_11
+         Filter: ((a > 1) AND (a >= 15))
+(23 rows)
+
+explain (costs off) select * from rlp where a = 1 and a = 3;	/* empty */
+        QUERY PLAN        
+--------------------------
+ Result
+   One-Time Filter: false
+(2 rows)
+
+explain (costs off) select * from rlp where (a = 1 and a = 3) or (a > 1 and a = 15);
+                            QUERY PLAN                             
+-------------------------------------------------------------------
+ Append
+   ->  Seq Scan on rlp2 rlp_1
+         Filter: (((a = 1) AND (a = 3)) OR ((a > 1) AND (a = 15)))
+   ->  Seq Scan on rlp3abcd rlp_2
+         Filter: (((a = 1) AND (a = 3)) OR ((a > 1) AND (a = 15)))
+   ->  Seq Scan on rlp3efgh rlp_3
+         Filter: (((a = 1) AND (a = 3)) OR ((a > 1) AND (a = 15)))
+   ->  Seq Scan on rlp3nullxy rlp_4
+         Filter: (((a = 1) AND (a = 3)) OR ((a > 1) AND (a = 15)))
+   ->  Seq Scan on rlp3_default rlp_5
+         Filter: (((a = 1) AND (a = 3)) OR ((a > 1) AND (a = 15)))
+(11 rows)
+
+RESET enable_or_transformation;
 -- multi-column keys
 create table mc3p (a int, b int, c int) partition by range (a, abs(b), c);
 create table mc3p_default partition of mc3p default;
@@ -1933,10 +2112,10 @@ explain (costs off) select * from hp where a = 1 and b = 'abcde';
 
 explain (costs off) select * from hp where a = 1 and b = 'abcde' and
   (c = 2 or c = 3);
-                              QUERY PLAN                              
-----------------------------------------------------------------------
+                                   QUERY PLAN                                   
+--------------------------------------------------------------------------------
  Seq Scan on hp2 hp
-   Filter: ((a = 1) AND (b = 'abcde'::text) AND ((c = 2) OR (c = 3)))
+   Filter: ((c = ANY ('{2,3}'::integer[])) AND (a = 1) AND (b = 'abcde'::text))
 (2 rows)
 
 drop table hp2;
diff --git a/src/test/regress/expected/rules.out b/src/test/regress/expected/rules.out
index abc944e8b8..3ec614c437 100644
--- a/src/test/regress/expected/rules.out
+++ b/src/test/regress/expected/rules.out
@@ -2500,7 +2500,7 @@ pg_stats| SELECT n.nspname AS schemaname,
      JOIN pg_class c ON ((c.oid = s.starelid)))
      JOIN pg_attribute a ON (((c.oid = a.attrelid) AND (a.attnum = s.staattnum))))
      LEFT JOIN pg_namespace n ON ((n.oid = c.relnamespace)))
-  WHERE ((NOT a.attisdropped) AND has_column_privilege(c.oid, a.attnum, 'select'::text) AND ((c.relrowsecurity = false) OR (NOT row_security_active(c.oid))));
+  WHERE ((NOT a.attisdropped) AND has_column_privilege(c.oid, a.attnum, 'select'::text) AND ((NOT row_security_active(c.oid)) OR (c.relrowsecurity = false)));
 pg_stats_ext| SELECT cn.nspname AS schemaname,
     c.relname AS tablename,
     sn.nspname AS statistics_schemaname,
@@ -2531,7 +2531,7 @@ pg_stats_ext| SELECT cn.nspname AS schemaname,
   WHERE ((NOT (EXISTS ( SELECT 1
            FROM (unnest(s.stxkeys) k(k)
              JOIN pg_attribute a ON (((a.attrelid = s.stxrelid) AND (a.attnum = k.k))))
-          WHERE (NOT has_column_privilege(c.oid, a.attnum, 'select'::text))))) AND ((c.relrowsecurity = false) OR (NOT row_security_active(c.oid))));
+          WHERE (NOT has_column_privilege(c.oid, a.attnum, 'select'::text))))) AND ((NOT row_security_active(c.oid)) OR (c.relrowsecurity = false)));
 pg_stats_ext_exprs| SELECT cn.nspname AS schemaname,
     c.relname AS tablename,
     sn.nspname AS statistics_schemaname,
diff --git a/src/test/regress/expected/stats_ext.out b/src/test/regress/expected/stats_ext.out
index 10903bdab0..6f55b9e3ec 100644
--- a/src/test/regress/expected/stats_ext.out
+++ b/src/test/regress/expected/stats_ext.out
@@ -1322,19 +1322,19 @@ SELECT * FROM check_estimated_rows('SELECT * FROM functional_dependencies WHERE
 SELECT * FROM check_estimated_rows('SELECT * FROM functional_dependencies WHERE (a = 1 OR a = 51) AND b = ''1''');
  estimated | actual 
 -----------+--------
-        99 |    100
+       100 |    100
 (1 row)
 
 SELECT * FROM check_estimated_rows('SELECT * FROM functional_dependencies WHERE (a = 1 OR a = 51) AND (b = ''1'' OR b = ''2'')');
  estimated | actual 
 -----------+--------
-        99 |    100
+       100 |    100
 (1 row)
 
 SELECT * FROM check_estimated_rows('SELECT * FROM functional_dependencies WHERE (a = 1 OR a = 2 OR a = 51 OR a = 52) AND (b = ''1'' OR b = ''2'')');
  estimated | actual 
 -----------+--------
-       197 |    200
+       200 |    200
 (1 row)
 
 -- OR clauses referencing different attributes are incompatible
@@ -1664,19 +1664,19 @@ SELECT * FROM check_estimated_rows('SELECT * FROM functional_dependencies WHERE
 SELECT * FROM check_estimated_rows('SELECT * FROM functional_dependencies WHERE ((a * 2) = 2 OR (a * 2) = 102) AND upper(b) = ''1''');
  estimated | actual 
 -----------+--------
-        99 |    100
+       100 |    100
 (1 row)
 
 SELECT * FROM check_estimated_rows('SELECT * FROM functional_dependencies WHERE ((a * 2) = 2 OR (a * 2) = 102) AND (upper(b) = ''1'' OR upper(b) = ''2'')');
  estimated | actual 
 -----------+--------
-        99 |    100
+       100 |    100
 (1 row)
 
 SELECT * FROM check_estimated_rows('SELECT * FROM functional_dependencies WHERE ((a * 2) = 2 OR (a * 2) = 4 OR (a * 2) = 102 OR (a * 2) = 104) AND (upper(b) = ''1'' OR upper(b) = ''2'')');
  estimated | actual 
 -----------+--------
-       197 |    200
+       200 |    200
 (1 row)
 
 -- OR clauses referencing different attributes
diff --git a/src/test/regress/expected/sysviews.out b/src/test/regress/expected/sysviews.out
index 9be7aca2b8..1f9029b5b2 100644
--- a/src/test/regress/expected/sysviews.out
+++ b/src/test/regress/expected/sysviews.out
@@ -124,6 +124,7 @@ select name, setting from pg_settings where name like 'enable%';
  enable_memoize                 | on
  enable_mergejoin               | on
  enable_nestloop                | on
+ enable_or_transformation       | on
  enable_parallel_append         | on
  enable_parallel_hash           | on
  enable_partition_pruning       | on
@@ -134,7 +135,7 @@ select name, setting from pg_settings where name like 'enable%';
  enable_seqscan                 | on
  enable_sort                    | on
  enable_tidscan                 | on
-(23 rows)
+(24 rows)
 
 -- There are always wait event descriptions for various types.
 select type, count(*) > 0 as ok FROM pg_wait_events
diff --git a/src/test/regress/expected/tidscan.out b/src/test/regress/expected/tidscan.out
index f133b5a4ac..2a079e996b 100644
--- a/src/test/regress/expected/tidscan.out
+++ b/src/test/regress/expected/tidscan.out
@@ -43,10 +43,26 @@ SELECT ctid, * FROM tidscan WHERE '(0,1)' = ctid;
 -- OR'd clauses
 EXPLAIN (COSTS OFF)
 SELECT ctid, * FROM tidscan WHERE ctid = '(0,2)' OR '(0,1)' = ctid;
-                          QUERY PLAN                          
---------------------------------------------------------------
+                      QUERY PLAN                       
+-------------------------------------------------------
+ Tid Scan on tidscan
+   TID Cond: (ctid = ANY ('{"(0,2)","(0,1)"}'::tid[]))
+(2 rows)
+
+SELECT ctid, * FROM tidscan WHERE ctid = '(0,2)' OR '(0,1)' = ctid;
+ ctid  | id 
+-------+----
+ (0,1) |  1
+ (0,2) |  2
+(2 rows)
+
+SET enable_or_transformation = on;
+EXPLAIN (COSTS OFF)
+SELECT ctid, * FROM tidscan WHERE ctid = '(0,2)' OR '(0,1)' = ctid;
+                      QUERY PLAN                       
+-------------------------------------------------------
  Tid Scan on tidscan
-   TID Cond: ((ctid = '(0,2)'::tid) OR ('(0,1)'::tid = ctid))
+   TID Cond: (ctid = ANY ('{"(0,2)","(0,1)"}'::tid[]))
 (2 rows)
 
 SELECT ctid, * FROM tidscan WHERE ctid = '(0,2)' OR '(0,1)' = ctid;
@@ -56,6 +72,7 @@ SELECT ctid, * FROM tidscan WHERE ctid = '(0,2)' OR '(0,1)' = ctid;
  (0,2) |  2
 (2 rows)
 
+RESET enable_or_transformation;
 -- ctid = ScalarArrayOp - implemented as tidscan
 EXPLAIN (COSTS OFF)
 SELECT ctid, * FROM tidscan WHERE ctid = ANY(ARRAY['(0,1)', '(0,2)']::tid[]);
diff --git a/src/test/regress/sql/create_index.sql b/src/test/regress/sql/create_index.sql
index d49ce9f300..56fde15bc1 100644
--- a/src/test/regress/sql/create_index.sql
+++ b/src/test/regress/sql/create_index.sql
@@ -737,6 +737,41 @@ SELECT count(*) FROM tenk1
 SELECT count(*) FROM tenk1
   WHERE hundred = 42 AND (thousand = 42 OR thousand = 99);
 
+SET enable_or_transformation = on;
+EXPLAIN (COSTS OFF)
+SELECT * FROM tenk1
+  WHERE thousand = 42 AND (tenthous = 1 OR tenthous = 3 OR tenthous = 42);
+SELECT * FROM tenk1
+  WHERE thousand = 42 AND (tenthous = 1 OR tenthous = 3 OR tenthous = 42);
+
+EXPLAIN (COSTS OFF)
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand = 42 OR thousand = 99);
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand = 42 OR thousand = 99);
+EXPLAIN (COSTS OFF)
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand < 42 OR thousand < 99 OR 43 > thousand OR 42 > thousand);
+
+EXPLAIN (COSTS OFF)
+SELECT count(*) FROM tenk1
+  WHERE thousand = 42 AND (tenthous = 1 OR tenthous = 3) OR thousand = 41;
+SELECT count(*) FROM tenk1
+  WHERE thousand = 42 AND (tenthous = 1 OR tenthous = 3) OR thousand = 41;
+
+EXPLAIN (COSTS OFF)
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand = 42 OR thousand = 99 OR tenthous < 2) OR thousand = 41;
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand = 42 OR thousand = 99 OR tenthous < 2) OR thousand = 41;
+
+EXPLAIN (COSTS OFF)
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand = 42 OR thousand = 41 OR thousand = 99 AND tenthous = 2);
+SELECT count(*) FROM tenk1
+  WHERE hundred = 42 AND (thousand = 42 OR thousand = 41 OR thousand = 99 AND tenthous = 2);
+RESET enable_or_transformation;
+
 --
 -- Check behavior with duplicate index column contents
 --
diff --git a/src/test/regress/sql/join.sql b/src/test/regress/sql/join.sql
index e1db2025db..353deecef0 100644
--- a/src/test/regress/sql/join.sql
+++ b/src/test/regress/sql/join.sql
@@ -1408,6 +1408,16 @@ explain (costs off)
 select * from tenk1 a join tenk1 b on
   (a.unique1 = 1 and b.unique1 = 2) or
   ((a.unique2 = 3 or a.unique2 = 7) and b.hundred = 4);
+SET enable_or_transformation = on;
+explain (costs off)
+select * from tenk1 a join tenk1 b on
+  (a.unique1 = 1 and b.unique1 = 2) or
+  ((a.unique2 = 3 or a.unique2 = 7) and b.hundred = 4);
+explain (costs off)
+select * from tenk1 a join tenk1 b on
+  (a.unique1 < 20 or a.unique1 = 3 or a.unique1 = 1 and b.unique1 = 2) or
+  ((a.unique2 = 3 or a.unique2 = 7) and b.hundred = 4);
+RESET enable_or_transformation;
 
 --
 -- test placement of movable quals in a parameterized join tree
diff --git a/src/test/regress/sql/partition_prune.sql b/src/test/regress/sql/partition_prune.sql
index 7bf3920827..1e270ae9c0 100644
--- a/src/test/regress/sql/partition_prune.sql
+++ b/src/test/regress/sql/partition_prune.sql
@@ -21,6 +21,12 @@ explain (costs off) select * from lp where a is not null;
 explain (costs off) select * from lp where a is null;
 explain (costs off) select * from lp where a = 'a' or a = 'c';
 explain (costs off) select * from lp where a is not null and (a = 'a' or a = 'c');
+
+SET enable_or_transformation = on;
+explain (costs off) select * from lp where a = 'a' or a = 'c';
+explain (costs off) select * from lp where a is not null and (a = 'a' or a = 'c');
+RESET enable_or_transformation;
+
 explain (costs off) select * from lp where a <> 'g';
 explain (costs off) select * from lp where a <> 'a' and a <> 'd';
 explain (costs off) select * from lp where a not in ('a', 'd');
@@ -99,6 +105,22 @@ explain (costs off) select * from rlp where a > 1 and a >=15;	/* rlp3 onwards, i
 explain (costs off) select * from rlp where a = 1 and a = 3;	/* empty */
 explain (costs off) select * from rlp where (a = 1 and a = 3) or (a > 1 and a = 15);
 
+
+SET enable_or_transformation = on;
+explain (costs off) select * from rlp where a = 1 or a = 7;
+explain (costs off) select * from rlp where a = 1 or b = 'ab';
+explain (costs off) select * from rlp where a > 20 and a < 27;
+explain (costs off) select * from rlp where a = 29;
+explain (costs off) select * from rlp where a >= 29;
+explain (costs off) select * from rlp where a < 1 or (a > 20 and a < 25);
+explain (costs off) select * from rlp where a = 20 or a = 40;
+explain (costs off) select * from rlp3 where a = 20;   /* empty */
+explain (costs off) select * from rlp where a > 1 and a = 10;	/* only default */
+explain (costs off) select * from rlp where a > 1 and a >=15;	/* rlp3 onwards, including default */
+explain (costs off) select * from rlp where a = 1 and a = 3;	/* empty */
+explain (costs off) select * from rlp where (a = 1 and a = 3) or (a > 1 and a = 15);
+RESET enable_or_transformation;
+
 -- multi-column keys
 create table mc3p (a int, b int, c int) partition by range (a, abs(b), c);
 create table mc3p_default partition of mc3p default;
diff --git a/src/test/regress/sql/tidscan.sql b/src/test/regress/sql/tidscan.sql
index 313e0fb9b6..0499bedb9e 100644
--- a/src/test/regress/sql/tidscan.sql
+++ b/src/test/regress/sql/tidscan.sql
@@ -22,6 +22,12 @@ EXPLAIN (COSTS OFF)
 SELECT ctid, * FROM tidscan WHERE ctid = '(0,2)' OR '(0,1)' = ctid;
 SELECT ctid, * FROM tidscan WHERE ctid = '(0,2)' OR '(0,1)' = ctid;
 
+SET enable_or_transformation = on;
+EXPLAIN (COSTS OFF)
+SELECT ctid, * FROM tidscan WHERE ctid = '(0,2)' OR '(0,1)' = ctid;
+SELECT ctid, * FROM tidscan WHERE ctid = '(0,2)' OR '(0,1)' = ctid;
+RESET enable_or_transformation;
+
 -- ctid = ScalarArrayOp - implemented as tidscan
 EXPLAIN (COSTS OFF)
 SELECT ctid, * FROM tidscan WHERE ctid = ANY(ARRAY['(0,1)', '(0,2)']::tid[]);
diff --git a/src/tools/pgindent/typedefs.list b/src/tools/pgindent/typedefs.list
index 91433d439b..adae668b37 100644
--- a/src/tools/pgindent/typedefs.list
+++ b/src/tools/pgindent/typedefs.list
@@ -1654,6 +1654,8 @@ NumericVar
 OM_uint32
 OP
 OSAPerGroupState
+OrClauseGroupEntry
+OrClauseGroupKey
 OSAPerQueryState
 OSInfo
 OSSLCipher
-- 
2.43.0



  [text/plain] v16-0002-Teach-generate_bitmap_or_paths-to-build-BitmapOr-pat.patch (32.0K, ../../[email protected]/3-v16-0002-Teach-generate_bitmap_or_paths-to-build-BitmapOr-pat.patch)
  download | inline diff:
From 2b157a43fa2e88650cc3b25c523068b15ac99ea6 Mon Sep 17 00:00:00 2001
From: "Andrey V. Lepikhov" <[email protected]>
Date: Wed, 24 Jan 2024 14:07:17 +0700
Subject: [PATCH 2/2] Teach generate_bitmap_or_paths to build BitmapOr paths
 over SAOP clauses.

Likewise OR clauses, discover SAOP array and try to split its elements
between smaller sized arrays to fit a set of partial indexes.
---
 src/backend/optimizer/path/indxpath.c     | 272 +++++++++++++++++----
 src/backend/optimizer/util/clauses.c      |   1 +
 src/backend/optimizer/util/predtest.c     |  94 ++++++++
 src/backend/optimizer/util/restrictinfo.c |  13 +
 src/include/optimizer/optimizer.h         |  10 +
 src/include/optimizer/restrictinfo.h      |   1 +
 src/test/regress/expected/select.out      | 282 ++++++++++++++++++++++
 src/test/regress/sql/select.sql           |  82 +++++++
 8 files changed, 702 insertions(+), 53 deletions(-)

diff --git a/src/backend/optimizer/path/indxpath.c b/src/backend/optimizer/path/indxpath.c
index 32c6a8bbdc..7062ec57dd 100644
--- a/src/backend/optimizer/path/indxpath.c
+++ b/src/backend/optimizer/path/indxpath.c
@@ -1220,11 +1220,146 @@ build_paths_for_OR(PlannerInfo *root, RelOptInfo *rel,
 	return result;
 }
 
+/*
+ * Building index paths over SAOP clause differs from the logic of OR clauses.
+ * Here we iterate across all the array elements and split them to SAOPs,
+ * corresponding to different indexes. We must match each element to an index.
+ */
+static List *
+build_paths_for_SAOP(PlannerInfo *root, RelOptInfo *rel, RestrictInfo *rinfo,
+					 List *other_clauses)
+{
+	List			   *result = NIL;
+	List			   *predicate_lists = NIL;
+	ListCell		   *lc;
+	PredicatesData	   *pd;
+	ScalarArrayOpExpr  *saop = (ScalarArrayOpExpr *) rinfo->clause;
+
+	Assert(saop->useOr);
+
+	/* Collect predicates */
+	foreach(lc, rel->indexlist)
+	{
+		IndexOptInfo *index = (IndexOptInfo *) lfirst(lc);
+
+		/* Take into consideration partial indexes supporting bitmap scans */
+		if (!index->amhasgetbitmap || index->indpred == NIL || index->predOK)
+			continue;
+
+		pd = palloc0(sizeof(PredicatesData));
+		pd->id = foreach_current_index(lc);
+		/* The trick with reducing recursion is stolen from predicate_implied_by */
+		pd->predicate = list_length(index->indpred) == 1 ?
+										(Node *) linitial(index->indpred) :
+										(Node *) index->indpred;
+		predicate_lists = lappend(predicate_lists, (void *) pd);
+	}
+
+	/* Split the array data according to index predicates. */
+	if (predicate_lists == NIL ||
+		!saop_covered_by_predicates(saop, predicate_lists))
+		return NIL;
+
+	other_clauses = list_delete_ptr(other_clauses, rinfo);
+
+	foreach(lc, predicate_lists)
+	{
+		PredicatesData *pd = (PredicatesData *) lfirst(lc);
+		IndexOptInfo   *index;
+		IndexClauseSet	clauseset;
+		List		   *indexpaths;
+		RestrictInfo   *rinfo1;
+		Expr		   *clause;
+
+		if (pd->elems == NIL)
+			continue;
+
+		index = list_nth(rel->indexlist, pd->id);
+		clause = (Expr *) estimate_expression_value(root, (Node *) pd->saop);
+
+		/*
+		 * Create new RestrictInfo. It maybe more heavy than just copy node, but
+		 * remember some internals: the serial number, selectivity cache etc.
+		 */
+		rinfo1 = make_restrictinfo(root, clause,
+								   rinfo->is_pushed_down,
+								   rinfo->has_clone,
+								   rinfo->is_clone,
+								   rinfo->pseudoconstant,
+								   rinfo->security_level,
+								   rinfo->required_relids,
+								   rinfo->incompatible_relids,
+								   rinfo->outer_relids);
+
+		if (!predicate_implied_by(index->indpred, list_make1(rinfo1), true))
+			elog(ERROR, "Logical mistake in OR <-> ANY transformation code");
+
+		if (predicate_implied_by(index->indpred, other_clauses, false))
+			return NIL;
+
+		/* Time to generate index paths */
+		MemSet(&clauseset, 0, sizeof(clauseset));
+		match_clauses_to_index(root, list_make1(rinfo1), index, &clauseset);
+		match_clauses_to_index(root, other_clauses, index, &clauseset);
+
+		/* Predicate has found already. So, it is ok for the empty match */
+
+		/*
+		 * Construct paths if possible.
+		 */
+		indexpaths = build_index_paths(root, rel,
+									   index, &clauseset,
+									   true,
+									   ST_BITMAPSCAN,
+									   NULL,
+									   NULL);
+		result = lappend(result, indexpaths);
+	}
+	return result;
+}
+
+static List *
+generate_saop_pathlist(PlannerInfo *root, RelOptInfo *rel,
+					   RestrictInfo *rinfo, List *all_clauses)
+{
+	List	   *pathlist = NIL;
+	Path	   *bitmapqual;
+	List	   *indlist;
+	ListCell   *lc;
+
+	if (!enable_or_transformation)
+		return NIL;
+
+
+	/*
+	 * We must be able to match at least one index to each element of
+	 * the array, else we can't use it.
+	 */
+	indlist = build_paths_for_SAOP(root, rel, rinfo, all_clauses);
+	if (indlist == NIL)
+		return NIL;
+
+	/*
+	 * OK, pick the most promising AND combination, and add it to
+	 * pathlist.
+	 */
+	foreach (lc, indlist)
+	{
+		List *plist = lfirst_node(List, lc);
+
+		bitmapqual = choose_bitmap_and(root, rel, plist);
+		pathlist = lappend(pathlist, bitmapqual);
+	}
+
+	return pathlist;
+}
+
 /*
  * generate_bitmap_or_paths
- *		Look through the list of clauses to find OR clauses, and generate
- *		a BitmapOrPath for each one we can handle that way.  Return a list
- *		of the generated BitmapOrPaths.
+ *		Look through the list of clauses to find OR and SAOP clauses, and
+ *		Each saop clause are splitted to be covered by partial indexes.
+ *		generate a BitmapOrPath for each one we can handle that way.
+ *		Return a list of the generated BitmapOrPaths.
  *
  * other_clauses is a list of additional clauses that can be assumed true
  * for the purpose of generating indexquals, but are not to be searched for
@@ -1247,68 +1382,99 @@ generate_bitmap_or_paths(PlannerInfo *root, RelOptInfo *rel,
 	foreach(lc, clauses)
 	{
 		RestrictInfo *rinfo = lfirst_node(RestrictInfo, lc);
-		List	   *pathlist;
+		List	   *pathlist = NIL;
 		Path	   *bitmapqual;
 		ListCell   *j;
 
-		/* Ignore RestrictInfos that aren't ORs */
-		if (!restriction_is_or_clause(rinfo))
+		if (restriction_is_saop_clause(rinfo))
+		{
+			pathlist = generate_saop_pathlist(root, rel, rinfo,
+											  all_clauses);
+		}
+		else if (!restriction_is_or_clause(rinfo))
+			/* Ignore RestrictInfos that aren't ORs */
 			continue;
-
-		/*
-		 * We must be able to match at least one index to each of the arms of
-		 * the OR, else we can't use it.
-		 */
-		pathlist = NIL;
-		foreach(j, ((BoolExpr *) rinfo->orclause)->args)
+		else
 		{
-			Node	   *orarg = (Node *) lfirst(j);
-			List	   *indlist;
-
-			/* OR arguments should be ANDs or sub-RestrictInfos */
-			if (is_andclause(orarg))
+			/*
+			 * We must be able to match at least one index to each of the arms of
+			 * the OR, else we can't use it.
+			 */
+			foreach(j, ((BoolExpr *) rinfo->orclause)->args)
 			{
-				List	   *andargs = ((BoolExpr *) orarg)->args;
+				Node	   *orarg = (Node *) lfirst(j);
+				List	   *indlist;
 
-				indlist = build_paths_for_OR(root, rel,
-											 andargs,
-											 all_clauses);
+				/* OR arguments should be ANDs or sub-RestrictInfos */
+				if (is_andclause(orarg))
+				{
+					List	   *andargs = ((BoolExpr *) orarg)->args;
 
-				/* Recurse in case there are sub-ORs */
-				indlist = list_concat(indlist,
-									  generate_bitmap_or_paths(root, rel,
-															   andargs,
-															   all_clauses));
-			}
-			else
-			{
-				RestrictInfo *ri = castNode(RestrictInfo, orarg);
-				List	   *orargs;
+					indlist = build_paths_for_OR(root, rel,
+												 andargs,
+												 all_clauses);
 
-				Assert(!restriction_is_or_clause(ri));
-				orargs = list_make1(ri);
+					/* Recurse in case there are sub-ORs */
+					indlist = list_concat(indlist,
+										  generate_bitmap_or_paths(root, rel,
+																   andargs,
+																   all_clauses));
+				}
+				else
+				{
+					RestrictInfo *ri = castNode(RestrictInfo, orarg);
+					List	   *orargs;
 
-				indlist = build_paths_for_OR(root, rel,
-											 orargs,
-											 all_clauses);
-			}
+					Assert(!restriction_is_or_clause(ri));
 
-			/*
-			 * If nothing matched this arm, we can't do anything with this OR
-			 * clause.
-			 */
-			if (indlist == NIL)
-			{
-				pathlist = NIL;
-				break;
-			}
+					orargs = list_make1(ri);
 
-			/*
-			 * OK, pick the most promising AND combination, and add it to
-			 * pathlist.
-			 */
-			bitmapqual = choose_bitmap_and(root, rel, indlist);
-			pathlist = lappend(pathlist, bitmapqual);
+					if (restriction_is_saop_clause(ri))
+					{
+						List *paths;
+
+						paths = generate_saop_pathlist(root, rel, ri,
+														 all_clauses);
+
+						if (paths != NIL)
+						{
+							/*
+							 * Add paths to pathlist and immediately jump to the
+							 * next element of the OR clause.
+							 */
+							pathlist = list_concat(pathlist, paths);
+							continue;
+						}
+
+						/*
+						 * Pass down out of this if construction:
+						 * If saop isn't covered by partial indexes, try to
+						 * build scan path for the saop as a whole.
+						 */
+					}
+
+					indlist = build_paths_for_OR(root, rel,
+												 orargs,
+												 all_clauses);
+				}
+
+				/*
+				 * If nothing matched this arm, we can't do anything with this OR
+				 * clause.
+				 */
+				if (indlist == NIL)
+				{
+					pathlist = NIL;
+					break;
+				}
+
+				/*
+				 * OK, pick the most promising AND combination, and add it to
+				 * pathlist.
+				 */
+				bitmapqual = choose_bitmap_and(root, rel, indlist);
+				pathlist = lappend(pathlist, bitmapqual);
+			}
 		}
 
 		/*
diff --git a/src/backend/optimizer/util/clauses.c b/src/backend/optimizer/util/clauses.c
index 94eb56a1e7..35a46ca979 100644
--- a/src/backend/optimizer/util/clauses.c
+++ b/src/backend/optimizer/util/clauses.c
@@ -3708,6 +3708,7 @@ contain_non_const_walker(Node *node, void *context)
 	if (IsA(node, List))
 		return expression_tree_walker(node, contain_non_const_walker, context);
 	/* Otherwise, abort the tree traversal and return true */
+
 	return true;
 }
 
diff --git a/src/backend/optimizer/util/predtest.c b/src/backend/optimizer/util/predtest.c
index c37b416e24..274fac8a3a 100644
--- a/src/backend/optimizer/util/predtest.c
+++ b/src/backend/optimizer/util/predtest.c
@@ -112,6 +112,100 @@ static Oid	get_btree_test_op(Oid pred_op, Oid clause_op, bool refute_it);
 static void InvalidateOprProofCacheCallBack(Datum arg, int cacheid, uint32 hashvalue);
 
 
+/*
+ * Could this ANY () expression can be split into a set of ANYs over partial
+ * indexes? If yes, return these saops in the PredicatesData structure.
+ */
+bool
+saop_covered_by_predicates(ScalarArrayOpExpr *saop, List *predicate_lists)
+{
+	ListCell		   *lc;
+	PredIterInfoData	clause_info;
+	bool				result = false;
+	bool				isConstArray;
+
+	Assert(IsA(saop, ScalarArrayOpExpr));
+
+	if (predicate_classify((Node *) saop, &clause_info) != CLASS_OR)
+		return false;
+
+	iterate_begin(pitem, (Node *) saop, clause_info)
+	{
+		result = false;
+
+		foreach(lc, predicate_lists)
+		{
+			PredicatesData *pd = (PredicatesData *) lfirst(lc);
+
+			if (!predicate_implied_by_recurse(pitem, pd->predicate, false))
+				continue;
+
+			/* Predicate is found. Add the elem to the saop clause */
+			Assert(IsA(pitem, OpExpr));
+
+			/* Extract constant from the expression */
+			pd->elems = lappend(pd->elems,
+					copyObject(lsecond_node(Const, ((OpExpr *) pitem)->args)));
+			result = true;
+			break;
+		}
+
+		if (!result)
+			/*
+			 * The element doesn't fit any index. Interrupt the process immediately
+			 */
+			break;
+	}
+	iterate_end(clause_info);
+
+	if (!result)
+		return false;
+
+	/* Build saops, separately for each index */
+	isConstArray = IsA(lsecond(saop->args), Const) ? true : false;
+
+	foreach(lc, predicate_lists)
+	{
+		PredicatesData *pd = (PredicatesData *) lfirst(lc);
+		ArrayType	   *arrayval = NULL;
+		ArrayExpr	   *c = NULL;
+
+		if (pd->elems == NIL)
+			continue;
+
+		if (isConstArray)
+		{
+			Const	   *arrayconst = lsecond_node(Const, saop->args);
+
+			arrayval = DatumGetArrayTypeP(arrayconst->constvalue);
+			c = makeNode(ArrayExpr);
+			c->array_collid = arrayconst->constcollid;
+			c->array_typeid = arrayconst->consttype;
+			c->element_typeid = arrayval->elemtype;
+			c->elements = pd->elems;
+			c->location = -1;
+			c->multidims = false;
+		}
+		else
+		{
+			Assert(IsA(lsecond(saop->args), ArrayExpr));
+		}
+
+		if (pd->saop == NULL)
+		{
+			/* First time initialization */
+			pd->saop = makeNode(ScalarArrayOpExpr);
+			memcpy(pd->saop, saop, sizeof(ScalarArrayOpExpr));
+			Assert(IsA(lsecond(saop->args), ArrayExpr) ||
+				   IsA(lsecond(saop->args), Const));
+			Assert(c != NULL);
+			pd->saop->args = list_make2(linitial(saop->args), c);
+		}
+	}
+
+	return true;
+}
+
 /*
  * predicate_implied_by
  *	  Recursively checks whether the clauses in clause_list imply that the
diff --git a/src/backend/optimizer/util/restrictinfo.c b/src/backend/optimizer/util/restrictinfo.c
index 0b406e9334..627596a34c 100644
--- a/src/backend/optimizer/util/restrictinfo.c
+++ b/src/backend/optimizer/util/restrictinfo.c
@@ -421,6 +421,19 @@ restriction_is_or_clause(RestrictInfo *restrictinfo)
 		return false;
 }
 
+bool
+restriction_is_saop_clause(RestrictInfo *restrictinfo)
+{
+	if (IsA(restrictinfo->clause, ScalarArrayOpExpr))
+	{
+		ScalarArrayOpExpr *saop = (ScalarArrayOpExpr *) restrictinfo->clause;
+
+		if (saop->useOr)
+			return true;
+	}
+	return false;
+}
+
 /*
  * restriction_is_securely_promotable
  *
diff --git a/src/include/optimizer/optimizer.h b/src/include/optimizer/optimizer.h
index 35ab577501..92c8b14352 100644
--- a/src/include/optimizer/optimizer.h
+++ b/src/include/optimizer/optimizer.h
@@ -160,6 +160,16 @@ extern List *expand_function_arguments(List *args, bool include_out_arguments,
 
 /* in util/predtest.c: */
 
+typedef struct PredicatesData
+{
+	int					id;
+	Node			   *predicate;
+	List			   *elems;
+	ScalarArrayOpExpr  *saop;
+} PredicatesData;
+
+extern bool saop_covered_by_predicates(ScalarArrayOpExpr *saop,
+									  List *predicate_lists);
 extern bool predicate_implied_by(List *predicate_list, List *clause_list,
 								 bool weak);
 extern bool predicate_refuted_by(List *predicate_list, List *clause_list,
diff --git a/src/include/optimizer/restrictinfo.h b/src/include/optimizer/restrictinfo.h
index 1b42c832c5..2cd5fbf943 100644
--- a/src/include/optimizer/restrictinfo.h
+++ b/src/include/optimizer/restrictinfo.h
@@ -34,6 +34,7 @@ extern RestrictInfo *make_restrictinfo(PlannerInfo *root,
 									   Relids outer_relids);
 extern RestrictInfo *commute_restrictinfo(RestrictInfo *rinfo, Oid comm_op);
 extern bool restriction_is_or_clause(RestrictInfo *restrictinfo);
+extern bool restriction_is_saop_clause(RestrictInfo *restrictinfo);
 extern bool restriction_is_securely_promotable(RestrictInfo *restrictinfo,
 											   RelOptInfo *rel);
 extern List *get_actual_clauses(List *restrictinfo_list);
diff --git a/src/test/regress/expected/select.out b/src/test/regress/expected/select.out
index 33a6dceb0e..070202b0f0 100644
--- a/src/test/regress/expected/select.out
+++ b/src/test/regress/expected/select.out
@@ -907,6 +907,288 @@ select unique1, unique2 from onek2
        0 |     998
 (2 rows)
 
+SET enable_seqscan TO off;
+SET enable_indexscan TO off; -- Only BitmapScan is a subject matter here
+SET enable_or_transformation = 'off';
+explain (costs off)
+SELECT count(*) FROM onek2 WHERE stringu1 = 'A' OR stringu1 = 'J';
+                                QUERY PLAN                                
+--------------------------------------------------------------------------
+ Aggregate
+   ->  Bitmap Heap Scan on onek2
+         Recheck Cond: ((stringu1 < 'B'::name) OR (stringu1 = 'J'::name))
+         Filter: ((stringu1 = 'A'::name) OR (stringu1 = 'J'::name))
+         ->  BitmapOr
+               ->  Bitmap Index Scan on onek2_u2_prtl
+               ->  Bitmap Index Scan on onek2_stu1_prtl
+                     Index Cond: (stringu1 = 'J'::name)
+(8 rows)
+
+-- Without the transformation only seqscan possible here
+explain (costs off)
+SELECT unique2, stringu1 FROM onek2
+WHERE unique2 < 1 AND stringu1 IN ('A','J') AND stringu1 < 'Z';
+                                         QUERY PLAN                                          
+---------------------------------------------------------------------------------------------
+ Seq Scan on onek2
+   Filter: ((unique2 < 1) AND (stringu1 = ANY ('{A,J}'::name[])) AND (stringu1 < 'Z'::name))
+(2 rows)
+
+-- Use partial indexes
+explain (costs off)
+SELECT count(*) FROM onek2
+WHERE stringu1 IN ('B','J') AND (stringu1 = 'A' OR unique1 = 1);
+                                             QUERY PLAN                                             
+----------------------------------------------------------------------------------------------------
+ Aggregate
+   ->  Bitmap Heap Scan on onek2
+         Recheck Cond: ((stringu1 < 'B'::name) OR (unique1 = 1))
+         Filter: ((stringu1 = ANY ('{B,J}'::name[])) AND ((stringu1 = 'A'::name) OR (unique1 = 1)))
+         ->  BitmapOr
+               ->  Bitmap Index Scan on onek2_u2_prtl
+               ->  Bitmap Index Scan on onek2_u1_prtl
+                     Index Cond: (unique1 = 1)
+(8 rows)
+
+explain (costs off)
+SELECT unique2, stringu1 FROM onek2
+WHERE unique1 < 1 OR (stringu1 = 'A' OR stringu1 = 'J');
+                                     QUERY PLAN                                      
+-------------------------------------------------------------------------------------
+ Bitmap Heap Scan on onek2
+   Recheck Cond: ((unique1 < 1) OR (stringu1 < 'B'::name) OR (stringu1 = 'J'::name))
+   Filter: ((unique1 < 1) OR (stringu1 = 'A'::name) OR (stringu1 = 'J'::name))
+   ->  BitmapOr
+         ->  Bitmap Index Scan on onek2_u1_prtl
+               Index Cond: (unique1 < 1)
+         ->  Bitmap Index Scan on onek2_u2_prtl
+         ->  Bitmap Index Scan on onek2_stu1_prtl
+               Index Cond: (stringu1 = 'J'::name)
+(9 rows)
+
+explain (costs off)
+SELECT unique2, stringu1 FROM onek2
+WHERE unique1 = 1 OR unique2 = PI()::integer;
+                 QUERY PLAN                 
+--------------------------------------------
+ Seq Scan on onek2
+   Filter: ((unique1 = 1) OR (unique2 = 3))
+(2 rows)
+
+RESET enable_or_transformation;
+-- OR <-> ANY transformation must find a path with partial indexes scan
+-- regardless the clause representation.
+explain (costs off)
+SELECT count(*) FROM onek2 WHERE stringu1 = 'A' OR stringu1 = 'J';
+                                     QUERY PLAN                                     
+------------------------------------------------------------------------------------
+ Aggregate
+   ->  Bitmap Heap Scan on onek2
+         Recheck Cond: ((stringu1 = ANY ('{J}'::name[])) OR (stringu1 < 'B'::name))
+         Filter: (stringu1 = ANY ('{A,J}'::name[]))
+         ->  BitmapOr
+               ->  Bitmap Index Scan on onek2_stu1_prtl
+                     Index Cond: (stringu1 = ANY ('{J}'::name[]))
+               ->  Bitmap Index Scan on onek2_u2_prtl
+(8 rows)
+
+explain (costs off)
+SELECT count(*) FROM onek2 WHERE stringu1 IN ('A','J');
+                                     QUERY PLAN                                     
+------------------------------------------------------------------------------------
+ Aggregate
+   ->  Bitmap Heap Scan on onek2
+         Recheck Cond: ((stringu1 = ANY ('{J}'::name[])) OR (stringu1 < 'B'::name))
+         Filter: (stringu1 = ANY ('{A,J}'::name[]))
+         ->  BitmapOr
+               ->  Bitmap Index Scan on onek2_stu1_prtl
+                     Index Cond: (stringu1 = ANY ('{J}'::name[]))
+               ->  Bitmap Index Scan on onek2_u2_prtl
+(8 rows)
+
+explain (costs off)
+SELECT count(*) FROM onek2 WHERE stringu1 = ANY ('{A,J}');
+                                     QUERY PLAN                                     
+------------------------------------------------------------------------------------
+ Aggregate
+   ->  Bitmap Heap Scan on onek2
+         Recheck Cond: ((stringu1 = ANY ('{J}'::name[])) OR (stringu1 < 'B'::name))
+         Filter: (stringu1 = ANY ('{A,J}'::name[]))
+         ->  BitmapOr
+               ->  Bitmap Index Scan on onek2_stu1_prtl
+                     Index Cond: (stringu1 = ANY ('{J}'::name[]))
+               ->  Bitmap Index Scan on onek2_u2_prtl
+(8 rows)
+
+explain (costs off)
+SELECT count(*) FROM onek2 WHERE stringu1 IN ('A') OR stringu1 IN ('J');
+                                     QUERY PLAN                                     
+------------------------------------------------------------------------------------
+ Aggregate
+   ->  Bitmap Heap Scan on onek2
+         Recheck Cond: ((stringu1 = ANY ('{J}'::name[])) OR (stringu1 < 'B'::name))
+         Filter: (stringu1 = ANY ('{A,J}'::name[]))
+         ->  BitmapOr
+               ->  Bitmap Index Scan on onek2_stu1_prtl
+                     Index Cond: (stringu1 = ANY ('{J}'::name[]))
+               ->  Bitmap Index Scan on onek2_u2_prtl
+(8 rows)
+
+-- Don't scan partial indexes because of extra value.
+explain (costs off)
+SELECT count(*) FROM onek2 WHERE stringu1 IN ('A', 'J', 'C');
+                      QUERY PLAN                      
+------------------------------------------------------
+ Aggregate
+   ->  Seq Scan on onek2
+         Filter: (stringu1 = ANY ('{A,J,C}'::name[]))
+(3 rows)
+
+explain (costs off)
+SELECT unique2 FROM onek2
+WHERE stringu1 IN ('A', 'A') AND (stringu1 = 'A' OR stringu1 = 'A');
+                                      QUERY PLAN                                       
+---------------------------------------------------------------------------------------
+ Bitmap Heap Scan on onek2
+   Recheck Cond: (stringu1 < 'B'::name)
+   Filter: ((stringu1 = ANY ('{A,A}'::name[])) AND (stringu1 = ANY ('{A,A}'::name[])))
+   ->  Bitmap Index Scan on onek2_u2_prtl
+(4 rows)
+
+explain (costs off)
+SELECT unique2, stringu1 FROM onek2
+WHERE unique2 < 1 AND stringu1 IN ('A','J') AND stringu1 < 'Z';
+                                                          QUERY PLAN                                                           
+-------------------------------------------------------------------------------------------------------------------------------
+ Bitmap Heap Scan on onek2
+   Recheck Cond: (((stringu1 = ANY ('{J}'::name[])) AND (stringu1 < 'Z'::name)) OR ((unique2 < 1) AND (stringu1 < 'B'::name)))
+   Filter: ((unique2 < 1) AND (stringu1 = ANY ('{A,J}'::name[])))
+   ->  BitmapOr
+         ->  Bitmap Index Scan on onek2_stu1_prtl
+               Index Cond: ((stringu1 = ANY ('{J}'::name[])) AND (stringu1 < 'Z'::name))
+         ->  Bitmap Index Scan on onek2_u2_prtl
+               Index Cond: (unique2 < 1)
+(8 rows)
+
+explain (costs off)
+SELECT unique2, stringu1 FROM onek2
+WHERE unique1 = 1 OR unique1 = PI()::integer;
+                    QUERY PLAN                    
+--------------------------------------------------
+ Bitmap Heap Scan on onek2
+   Recheck Cond: ((unique1 = 3) OR (unique1 = 1))
+   ->  BitmapOr
+         ->  Bitmap Index Scan on onek2_u1_prtl
+               Index Cond: (unique1 = 3)
+         ->  Bitmap Index Scan on onek2_u1_prtl
+               Index Cond: (unique1 = 1)
+(7 rows)
+
+explain (costs off)
+SELECT unique2, stringu1 FROM onek2
+WHERE unique1 IN (1, PI()::integer); -- TODO: why it is differs from previous example?
+                        QUERY PLAN                        
+----------------------------------------------------------
+ Bitmap Heap Scan on onek2
+   Recheck Cond: (unique1 = ANY ('{1,3}'::integer[]))
+   ->  Bitmap Index Scan on onek2_u1_prtl
+         Index Cond: (unique1 = ANY ('{1,3}'::integer[]))
+(4 rows)
+
+-- Don't apply the optimization to clauses, containing volatile functions
+EXPLAIN (COSTS OFF)
+SELECT unique2,stringu1 FROM onek2
+WHERE unique1 = (random()*2)::integer OR unique1 = (random()*3)::integer;
+                                                             QUERY PLAN                                                             
+------------------------------------------------------------------------------------------------------------------------------------
+ Seq Scan on onek2
+   Filter: ((unique1 = ((random() * '2'::double precision))::integer) OR (unique1 = ((random() * '3'::double precision))::integer))
+(2 rows)
+
+EXPLAIN (COSTS OFF)
+SELECT unique2,stringu1 FROM onek2
+WHERE unique1 IN ((random()*2)::integer, (random()*3)::integer);
+                                                           QUERY PLAN                                                            
+---------------------------------------------------------------------------------------------------------------------------------
+ Seq Scan on onek2
+   Filter: (unique1 = ANY (ARRAY[((random() * '2'::double precision))::integer, ((random() * '3'::double precision))::integer]))
+(2 rows)
+
+-- Combine different saops. Soe of them doesnt' fit a set of partial indexes,
+-- but other fits.
+-- Unfortunately, we don't combine saop and OR clauses so far.
+EXPLAIN (COSTS OFF)
+SELECT unique2,stringu1 FROM onek2
+WHERE
+  unique1 IN (1,2,21) AND
+  (stringu1 IN ('A','J') OR unique1 IN (3,4) OR stringu1 = 'J');
+                                                                                          QUERY PLAN                                                                                          
+----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
+ Bitmap Heap Scan on onek2
+   Recheck Cond: ((stringu1 = ANY ('{J}'::name[])) OR (stringu1 < 'B'::name) OR ((unique1 = ANY ('{3,4}'::integer[])) AND (unique1 = ANY ('{1,2,21}'::integer[]))) OR (stringu1 = 'J'::name))
+   Filter: ((unique1 = ANY ('{1,2,21}'::integer[])) AND ((stringu1 = ANY ('{A,J}'::name[])) OR (unique1 = ANY ('{3,4}'::integer[])) OR (stringu1 = 'J'::name)))
+   ->  BitmapOr
+         ->  Bitmap Index Scan on onek2_stu1_prtl
+               Index Cond: (stringu1 = ANY ('{J}'::name[]))
+         ->  Bitmap Index Scan on onek2_u2_prtl
+         ->  Bitmap Index Scan on onek2_u1_prtl
+               Index Cond: ((unique1 = ANY ('{3,4}'::integer[])) AND (unique1 = ANY ('{1,2,21}'::integer[])))
+         ->  Bitmap Index Scan on onek2_stu1_prtl
+               Index Cond: (stringu1 = 'J'::name)
+(11 rows)
+
+-- Check recursive combination of OR and SAOP expressions
+explain (costs off)
+SELECT unique2, stringu1 FROM onek2
+WHERE unique1 < 1 OR (stringu1 = 'A' OR stringu1 = 'J');
+                                          QUERY PLAN                                           
+-----------------------------------------------------------------------------------------------
+ Bitmap Heap Scan on onek2
+   Recheck Cond: ((stringu1 = ANY ('{J}'::name[])) OR (stringu1 < 'B'::name) OR (unique1 < 1))
+   Filter: ((stringu1 = ANY ('{A,J}'::name[])) OR (unique1 < 1))
+   ->  BitmapOr
+         ->  Bitmap Index Scan on onek2_stu1_prtl
+               Index Cond: (stringu1 = ANY ('{J}'::name[]))
+         ->  Bitmap Index Scan on onek2_u2_prtl
+         ->  Bitmap Index Scan on onek2_u1_prtl
+               Index Cond: (unique1 < 1)
+(9 rows)
+
+explain (costs off)
+SELECT unique2, stringu1 FROM onek2
+WHERE (unique1 < 1 OR stringu1 IN ('A','J'));
+                                          QUERY PLAN                                           
+-----------------------------------------------------------------------------------------------
+ Bitmap Heap Scan on onek2
+   Recheck Cond: ((stringu1 = ANY ('{J}'::name[])) OR (stringu1 < 'B'::name) OR (unique1 < 1))
+   Filter: ((stringu1 = ANY ('{A,J}'::name[])) OR (unique1 < 1))
+   ->  BitmapOr
+         ->  Bitmap Index Scan on onek2_stu1_prtl
+               Index Cond: (stringu1 = ANY ('{J}'::name[]))
+         ->  Bitmap Index Scan on onek2_u2_prtl
+         ->  Bitmap Index Scan on onek2_u1_prtl
+               Index Cond: (unique1 < 1)
+(9 rows)
+
+-- Although SAOP doesn't fit partial indexes fully, we can use anded OR clause
+-- to scan another couple of partial indexes.
+explain (costs off)
+SELECT count(*) FROM onek2
+WHERE stringu1 IN ('B','J') AND (stringu1 = 'A' OR unique1 = 1);
+                                             QUERY PLAN                                             
+----------------------------------------------------------------------------------------------------
+ Aggregate
+   ->  Bitmap Heap Scan on onek2
+         Recheck Cond: ((stringu1 < 'B'::name) OR (unique1 = 1))
+         Filter: ((stringu1 = ANY ('{B,J}'::name[])) AND ((stringu1 = 'A'::name) OR (unique1 = 1)))
+         ->  BitmapOr
+               ->  Bitmap Index Scan on onek2_u2_prtl
+               ->  Bitmap Index Scan on onek2_u1_prtl
+                     Index Cond: (unique1 = 1)
+(8 rows)
+
+RESET enable_indexscan;
+RESET enable_seqscan;
 --
 -- Test some corner cases that have been known to confuse the planner
 --
diff --git a/src/test/regress/sql/select.sql b/src/test/regress/sql/select.sql
index 019f1e7673..0e650a2301 100644
--- a/src/test/regress/sql/select.sql
+++ b/src/test/regress/sql/select.sql
@@ -234,6 +234,88 @@ select unique1, unique2 from onek2
 select unique1, unique2 from onek2
   where (unique2 = 11 and stringu1 < 'B') or unique1 = 0;
 
+SET enable_seqscan TO off;
+SET enable_indexscan TO off; -- Only BitmapScan is a subject matter here
+SET enable_or_transformation = 'off';
+explain (costs off)
+SELECT count(*) FROM onek2 WHERE stringu1 = 'A' OR stringu1 = 'J';
+-- Without the transformation only seqscan possible here
+explain (costs off)
+SELECT unique2, stringu1 FROM onek2
+WHERE unique2 < 1 AND stringu1 IN ('A','J') AND stringu1 < 'Z';
+-- Use partial indexes
+explain (costs off)
+SELECT count(*) FROM onek2
+WHERE stringu1 IN ('B','J') AND (stringu1 = 'A' OR unique1 = 1);
+explain (costs off)
+SELECT unique2, stringu1 FROM onek2
+WHERE unique1 < 1 OR (stringu1 = 'A' OR stringu1 = 'J');
+explain (costs off)
+SELECT unique2, stringu1 FROM onek2
+WHERE unique1 = 1 OR unique2 = PI()::integer;
+RESET enable_or_transformation;
+
+-- OR <-> ANY transformation must find a path with partial indexes scan
+-- regardless the clause representation.
+explain (costs off)
+SELECT count(*) FROM onek2 WHERE stringu1 = 'A' OR stringu1 = 'J';
+explain (costs off)
+SELECT count(*) FROM onek2 WHERE stringu1 IN ('A','J');
+explain (costs off)
+SELECT count(*) FROM onek2 WHERE stringu1 = ANY ('{A,J}');
+explain (costs off)
+SELECT count(*) FROM onek2 WHERE stringu1 IN ('A') OR stringu1 IN ('J');
+
+-- Don't scan partial indexes because of extra value.
+explain (costs off)
+SELECT count(*) FROM onek2 WHERE stringu1 IN ('A', 'J', 'C');
+explain (costs off)
+SELECT unique2 FROM onek2
+WHERE stringu1 IN ('A', 'A') AND (stringu1 = 'A' OR stringu1 = 'A');
+
+explain (costs off)
+SELECT unique2, stringu1 FROM onek2
+WHERE unique2 < 1 AND stringu1 IN ('A','J') AND stringu1 < 'Z';
+explain (costs off)
+SELECT unique2, stringu1 FROM onek2
+WHERE unique1 = 1 OR unique1 = PI()::integer;
+explain (costs off)
+SELECT unique2, stringu1 FROM onek2
+WHERE unique1 IN (1, PI()::integer); -- TODO: why it is differs from previous example?
+
+-- Don't apply the optimization to clauses, containing volatile functions
+EXPLAIN (COSTS OFF)
+SELECT unique2,stringu1 FROM onek2
+WHERE unique1 = (random()*2)::integer OR unique1 = (random()*3)::integer;
+EXPLAIN (COSTS OFF)
+SELECT unique2,stringu1 FROM onek2
+WHERE unique1 IN ((random()*2)::integer, (random()*3)::integer);
+
+-- Combine different saops. Soe of them doesnt' fit a set of partial indexes,
+-- but other fits.
+-- Unfortunately, we don't combine saop and OR clauses so far.
+EXPLAIN (COSTS OFF)
+SELECT unique2,stringu1 FROM onek2
+WHERE
+  unique1 IN (1,2,21) AND
+  (stringu1 IN ('A','J') OR unique1 IN (3,4) OR stringu1 = 'J');
+
+-- Check recursive combination of OR and SAOP expressions
+explain (costs off)
+SELECT unique2, stringu1 FROM onek2
+WHERE unique1 < 1 OR (stringu1 = 'A' OR stringu1 = 'J');
+explain (costs off)
+SELECT unique2, stringu1 FROM onek2
+WHERE (unique1 < 1 OR stringu1 IN ('A','J'));
+-- Although SAOP doesn't fit partial indexes fully, we can use anded OR clause
+-- to scan another couple of partial indexes.
+explain (costs off)
+SELECT count(*) FROM onek2
+WHERE stringu1 IN ('B','J') AND (stringu1 = 'A' OR unique1 = 1);
+
+RESET enable_indexscan;
+RESET enable_seqscan;
+
 --
 -- Test some corner cases that have been known to confuse the planner
 --
-- 
2.43.0



^ permalink  raw  reply  [nested|flat] 48+ messages in thread

* Re: POC, WIP: OR-clause support for indexes
@ 2024-02-10 05:00  jian he <[email protected]>
  parent: Andrei Lepikhov <[email protected]>
  1 sibling, 1 reply; 48+ messages in thread

From: jian he @ 2024-02-10 05:00 UTC (permalink / raw)
  To: Andrei Lepikhov <[email protected]>; +Cc: Alena Rybakina <[email protected]>; Alexander Korotkov <[email protected]>; Robert Haas <[email protected]>; pgsql-hackers; Peter Geoghegan <[email protected]>; Finnerty, Jim <[email protected]>; Marcos Pegoraro <[email protected]>; [email protected]; Ranier Vilela <[email protected]>; Tomas Vondra <[email protected]>; Peter Eisentraut <[email protected]>

On Thu, Feb 8, 2024 at 1:34 PM Andrei Lepikhov
<[email protected]> wrote:
>
> On 3/2/2024 02:06, Alena Rybakina wrote:
> > On 01.02.2024 08:00, jian he wrote:
> > I added your code to the patch.
> Thanks Alena and Jian for the detailed scrutiny!
>
> A couple of questions:
> 1. As I see, transformAExprIn uses the same logic as we invented but
> allows composite and domain types. Could you add a comment explaining
> why we forbid row types in general, in contrast to the transformAExprIn
> routine?
> 2. Could you provide the tests to check issues covered by the recent (in
> v.15) changes?
>
> Patch 0001-* in the attachment incorporates changes induced by Jian's
> notes from [1].
> Patch 0002-* contains a transformation of the SAOP clause, which allows
> the optimizer to utilize partial indexes if they cover all values in
> this array. Also, it is an answer to Alexander's note [2] on performance
> degradation. This first version may be a bit raw, but I need your
> opinion: Does it resolve the issue?
yes. It resolved the partial index performance degradation issue.
The v16, 0002 extra code overhead is limited.

Here is how I test it.
drop table if exists test;
create table test as (select (random()*100)::int x, (random()*1000) y
from generate_series(1,1000000) i);
create index test_x_1_y on test (y) where x = 1;
create index test_x_2_y on test (y) where x = 2;
create index test_x_3_y on test (y) where x = 3;
create index test_x_4_y on test (y) where x = 4;
create index test_x_5_y on test (y) where x = 5;
create index test_x_6_y on test (y) where x = 6;
create index test_x_7_y on test (y) where x = 7;
create index test_x_8_y on test (y) where x = 8;
create index test_x_9_y on test (y) where x = 9;
create index test_x_10_y on test (y) where x = 10;

set enable_or_transformation to on;
explain(analyze, costs off)
select * from test
where (x = 1 or x = 2 or x = 3 or x = 4 or x = 5 or x = 6 or x = 7 or
x = 8 or x = 9 or x = 10);

set enable_or_transformation to off;
explain(analyze, costs off)
select * from test
where (x = 1 or x = 2 or x = 3 or x = 4 or x = 5 or x = 6 or x = 7 or
x = 8 or x = 9 or x = 10);



FAILED: src/backend/postgres_lib.a.p/optimizer_path_indxpath.c.o
ccache cc -Isrc/backend/postgres_lib.a.p -Isrc/include
-I../../Desktop/pg_src/src8/postgres/src/include
-I/usr/include/libxml2 -fdiagnostics-color=always --coverage
-D_FILE_OFFSET_BITS=64 -Wall -Winvalid-pch -Werror -O0 -g
-fno-strict-aliasing -fwrapv -fexcess-precision=standard -D_GNU_SOURCE
-Wmissing-prototypes -Wpointer-arith -Werror=vla -Wendif-labels
-Wmissing-format-attribute -Wimplicit-fallthrough=3
-Wcast-function-type -Wshadow=compatible-local -Wformat-security
-Wdeclaration-after-statement -Wno-format-truncation
-Wno-stringop-truncation -Wunused-variable -Wuninitialized
-Werror=maybe-uninitialized -Wreturn-type
-DWRITE_READ_PARSE_PLAN_TREES -DCOPY_PARSE_PLAN_TREES
-DREALLOCATE_BITMAPSETS -DRAW_EXPRESSION_COVERAGE_TEST
-fno-omit-frame-pointer -fPIC -pthread -DBUILDING_DLL -MD -MQ
src/backend/postgres_lib.a.p/optimizer_path_indxpath.c.o -MF
src/backend/postgres_lib.a.p/optimizer_path_indxpath.c.o.d -o
src/backend/postgres_lib.a.p/optimizer_path_indxpath.c.o -c
../../Desktop/pg_src/src8/postgres/src/backend/optimizer/path/indxpath.c
../../Desktop/pg_src/src8/postgres/src/backend/optimizer/path/indxpath.c:
In function ‘build_paths_for_SAOP’:
../../Desktop/pg_src/src8/postgres/src/backend/optimizer/path/indxpath.c:1267:33:
error: declaration of ‘pd’ shadows a previous local
[-Werror=shadow=compatible-local]
 1267 |                 PredicatesData *pd = (PredicatesData *) lfirst(lc);
      |                                 ^~
../../Desktop/pg_src/src8/postgres/src/backend/optimizer/path/indxpath.c:1235:29:
note: shadowed declaration is here
 1235 |         PredicatesData     *pd;
      |                             ^~
cc1: all warnings being treated as errors
[32/126] Compiling C object src/backend/postgres_lib.a.p/utils_adt_ruleutils.c.o
ninja: build stopped: subcommand failed.

+ if (!predicate_implied_by(index->indpred, list_make1(rinfo1), true))
+ elog(ERROR, "Logical mistake in OR <-> ANY transformation code");
the error message seems not clear?
What is a "Logical mistake"?

static List *
build_paths_for_SAOP(PlannerInfo *root, RelOptInfo *rel, RestrictInfo *rinfo,
List *other_clauses)
I am not sure what's `other_clauses`, and `rinfo` refers to? adding
some comments would be great.

struct PredicatesData needs some comments, I think.

+bool
+saop_covered_by_predicates(ScalarArrayOpExpr *saop, List *predicate_lists)
+{
+ ListCell   *lc;
+ PredIterInfoData clause_info;
+ bool result = false;
+ bool isConstArray;
+
+ Assert(IsA(saop, ScalarArrayOpExpr));
is this Assert necessary?

For the function build_paths_for_SAOP, I think I understand the first
part of the code.
But I am not 100% sure of the second part of the `foreach(lc,
predicate_lists)` code.
more comments in `foreach(lc, predicate_lists)` would be helpful.

do you need to add `PredicatesData` to src/tools/pgindent/typedefs.list?

I also did some minor refactoring of generate_saop_pathlist.

type_is_rowtype does not check if the type is array type.
transformBoolExprOr the OR QUAL, the Const part cannot be an array.
simple example:
alter table tenk1 add column arr int[];
set enable_or_transformation to on;
EXPLAIN (COSTS OFF)
SELECT count(*) FROM tenk1
WHERE arr = '{1,2,3}' or arr = '{1,2}';

instead of let it go to `foreach (lc, entries)`,
we can reject the Const array at `foreach(lc, expr->args)`

also `foreach(lc, expr->args)` do we need to reject cases like
`contain_subplans((Node *) nconst_expr)`?
maybe let the nconst_expr be a Var node would be far more easier.


Attachments:

  [application/octet-stream] v1-0001-minor-refactor-generate_saop_pathlist.no-cfbot (1.9K, ../../CACJufxGfWnv9Q+sJ9iOR4w8si0cEa8wuOw=-+qRjrq4ZKdEhLg@mail.gmail.com/2-v1-0001-minor-refactor-generate_saop_pathlist.no-cfbot)
  download

^ permalink  raw  reply  [nested|flat] 48+ messages in thread

* Re: POC, WIP: OR-clause support for indexes
@ 2024-02-12 05:52  Andrei Lepikhov <[email protected]>
  parent: jian he <[email protected]>
  0 siblings, 1 reply; 48+ messages in thread

From: Andrei Lepikhov @ 2024-02-12 05:52 UTC (permalink / raw)
  To: jian he <[email protected]>; +Cc: Alena Rybakina <[email protected]>; Alexander Korotkov <[email protected]>; Robert Haas <[email protected]>; pgsql-hackers; Peter Geoghegan <[email protected]>; Finnerty, Jim <[email protected]>; Marcos Pegoraro <[email protected]>; [email protected]; Ranier Vilela <[email protected]>; Tomas Vondra <[email protected]>; Peter Eisentraut <[email protected]>

Thanks for the review!
It was the first version for discussion. Of course, refactoring and 
polishing cycles will be needed, even so we can discuss the general idea 
earlier.

On 10/2/2024 12:00, jian he wrote:
> On Thu, Feb 8, 2024 at 1:34 PM Andrei Lepikhov
>   1235 |         PredicatesData     *pd;
Thanks

> + if (!predicate_implied_by(index->indpred, list_make1(rinfo1), true))
> + elog(ERROR, "Logical mistake in OR <-> ANY transformation code");
> the error message seems not clear?
Yeah, have rewritten

> static List *
> build_paths_for_SAOP(PlannerInfo *root, RelOptInfo *rel, RestrictInfo *rinfo,
> List *other_clauses)
> I am not sure what's `other_clauses`, and `rinfo` refers to? adding
> some comments would be great.
> 
> struct PredicatesData needs some comments, I think.
Added, not so much though
> 
> +bool
> +saop_covered_by_predicates(ScalarArrayOpExpr *saop, List *predicate_lists)
> +{
> + ListCell   *lc;
> + PredIterInfoData clause_info;
> + bool result = false;
> + bool isConstArray;
> +
> + Assert(IsA(saop, ScalarArrayOpExpr));
> is this Assert necessary?
Not sure. Moved it into another routine.
> 
> For the function build_paths_for_SAOP, I think I understand the first
> part of the code.
> But I am not 100% sure of the second part of the `foreach(lc,
> predicate_lists)` code.
> more comments in `foreach(lc, predicate_lists)` would be helpful.
Done
> 
> do you need to add `PredicatesData` to src/tools/pgindent/typedefs.list?
Done
> 
> I also did some minor refactoring of generate_saop_pathlist.
Partially agree
> 
> instead of let it go to `foreach (lc, entries)`,
> we can reject the Const array at `foreach(lc, expr->args)`
Yeah, I just think we can go further and transform two const arrays into 
a new one if we have the same clause and operator. In that case, we 
should allow it to pass through this cycle down to the classification stage.
> 
> also `foreach(lc, expr->args)` do we need to reject cases like
> `contain_subplans((Node *) nconst_expr)`?
> maybe let the nconst_expr be a Var node would be far more easier.
It's contradictory. On the one hand, we simplify the comparison 
procedure and can avoid expr jumbling at all. On the other hand - we 
restrict the feature. IMO, it would be better to unite such clauses
complex_clause1 IN (..) OR complex_clause1 IN (..)
into
complex_clause1 IN (.., ..)
and don't do duplicated work computing complex clauses.
In the attachment - the next version of the second patch.

-- 
regards,
Andrei Lepikhov
Postgres Professional

From c1e5fc35778acd01cca67e63fdf80c5605af03f2 Mon Sep 17 00:00:00 2001
From: "Andrey V. Lepikhov" <[email protected]>
Date: Wed, 24 Jan 2024 14:07:17 +0700
Subject: [PATCH 2/2] Teach generate_bitmap_or_paths to build BitmapOr paths
 over SAOP clauses.

Likewise OR clauses, discover SAOP array and try to split its elements
between smaller sized arrays to fit a set of partial indexes.
---
 src/backend/optimizer/path/indxpath.c     | 304 ++++++++++++++++++----
 src/backend/optimizer/util/predtest.c     |  46 ++++
 src/backend/optimizer/util/restrictinfo.c |  13 +
 src/include/optimizer/optimizer.h         |  16 ++
 src/include/optimizer/restrictinfo.h      |   1 +
 src/test/regress/expected/select.out      | 282 ++++++++++++++++++++
 src/test/regress/sql/select.sql           |  82 ++++++
 src/tools/pgindent/typedefs.list          |   1 +
 8 files changed, 692 insertions(+), 53 deletions(-)

diff --git a/src/backend/optimizer/path/indxpath.c b/src/backend/optimizer/path/indxpath.c
index 32c6a8bbdc..5383cb76dc 100644
--- a/src/backend/optimizer/path/indxpath.c
+++ b/src/backend/optimizer/path/indxpath.c
@@ -32,6 +32,7 @@
 #include "optimizer/paths.h"
 #include "optimizer/prep.h"
 #include "optimizer/restrictinfo.h"
+#include "utils/array.h"
 #include "utils/lsyscache.h"
 #include "utils/selfuncs.h"
 
@@ -1220,11 +1221,177 @@ build_paths_for_OR(PlannerInfo *root, RelOptInfo *rel,
 	return result;
 }
 
+/*
+ * Building index paths over SAOP clause differs from the logic of OR clauses.
+ * Here we iterate across all the array elements and split them to SAOPs,
+ * corresponding to different indexes. We must match each element to an index.
+ */
+static List *
+build_paths_for_SAOP(PlannerInfo *root, RelOptInfo *rel, RestrictInfo *rinfo,
+					 List *other_clauses)
+{
+	List			   *result = NIL;
+	List			   *predicate_lists = NIL;
+	ListCell		   *lc;
+	PredicatesData	   *pd;
+	ScalarArrayOpExpr  *saop = (ScalarArrayOpExpr *) rinfo->clause;
+
+	Assert(IsA(saop, ScalarArrayOpExpr) && saop->useOr);
+
+	if (!IsA(lsecond(saop->args), Const))
+		/*
+		 * Has it practical outcome to merge arrays which couldn't constantified
+		 * before that step?
+		 */
+		return NIL;
+
+	/* Collect predicates */
+	foreach(lc, rel->indexlist)
+	{
+		IndexOptInfo *index = (IndexOptInfo *) lfirst(lc);
+
+		/* Take into consideration partial indexes supporting bitmap scans */
+		if (!index->amhasgetbitmap || index->indpred == NIL || index->predOK)
+			continue;
+
+		pd = palloc0(sizeof(PredicatesData));
+		pd->id = foreach_current_index(lc);
+		/* The trick with reducing recursion is stolen from predicate_implied_by */
+		pd->predicate = list_length(index->indpred) == 1 ?
+										(Node *) linitial(index->indpred) :
+										(Node *) index->indpred;
+		predicate_lists = lappend(predicate_lists, (void *) pd);
+	}
+
+	/* Split the array data according to index predicates. */
+	if (predicate_lists == NIL ||
+		!saop_covered_by_predicates(saop, predicate_lists))
+		return NIL;
+
+	other_clauses = list_delete_ptr(other_clauses, rinfo);
+
+	/*
+	 * Having incoming SAOP split to set of smaller SAOPs which can be applied
+	 * to partial indexes, generate paths for each one.
+	 */
+	foreach(lc, predicate_lists)
+	{
+		IndexOptInfo   *index;
+		IndexClauseSet	clauseset;
+		List		   *indexpaths;
+		RestrictInfo   *rinfo1 = NULL;
+		Expr		   *clause;
+
+		pd = (PredicatesData *) lfirst(lc);
+		if (pd->elems == NIL)
+			/* The index doesn't participate in this operation */
+			continue;
+		else
+		{
+			ArrayType		   *arrayval = NULL;
+			ArrayExpr		   *arr = NULL;
+			Const			   *arrayconst = lsecond_node(Const, saop->args);
+			ScalarArrayOpExpr  *dest = makeNode(ScalarArrayOpExpr);
+
+			/* Make up new array */
+			arrayval = DatumGetArrayTypeP(arrayconst->constvalue);
+			arr = makeNode(ArrayExpr);
+			arr->array_collid = arrayconst->constcollid;
+			arr->array_typeid = arrayconst->consttype;
+			arr->element_typeid = arrayval->elemtype;
+			arr->elements = pd->elems;
+			arr->location = -1;
+			arr->multidims = false;
+
+			/* Compose new SAOP, partially covering the source one */
+			memcpy(dest, saop, sizeof(ScalarArrayOpExpr));
+			dest->args = list_make2(linitial(saop->args), arr);
+
+			clause = (Expr *) estimate_expression_value(root, (Node *) dest);
+
+			/*
+			 * Create new RestrictInfo. It maybe more heavy than just copy node,
+			 * but remember some internals: the serial number, selectivity
+			 * cache etc.
+			 */
+			rinfo1 = make_restrictinfo(root, clause,
+									   rinfo->is_pushed_down,
+									   rinfo->has_clone,
+									   rinfo->is_clone,
+									   rinfo->pseudoconstant,
+									   rinfo->security_level,
+									   rinfo->required_relids,
+									   rinfo->incompatible_relids,
+									   rinfo->outer_relids);
+		}
+
+		index = list_nth(rel->indexlist, pd->id);
+		Assert(predicate_implied_by(index->indpred, list_make1(rinfo1), true));
+
+		/* Excluding partial indexes with predOK we make this statement false */
+		Assert(!predicate_implied_by(index->indpred, other_clauses, false));
+
+		/* Time to generate index paths */
+
+		MemSet(&clauseset, 0, sizeof(clauseset));
+		match_clauses_to_index(root, list_make1(rinfo1), index, &clauseset);
+		match_clauses_to_index(root, other_clauses, index, &clauseset);
+
+		/* Predicate has found already. So, it is ok for the empty match */
+
+		indexpaths = build_index_paths(root, rel,
+									   index, &clauseset,
+									   true,
+									   ST_BITMAPSCAN,
+									   NULL,
+									   NULL);
+		Assert(indexpaths != NIL);
+		result = lappend(result, indexpaths);
+	}
+	return result;
+}
+
+static List *
+generate_saop_pathlist(PlannerInfo *root, RelOptInfo *rel,
+					   RestrictInfo *rinfo, List *all_clauses)
+{
+	List	   *pathlist = NIL;
+	Path	   *bitmapqual;
+	List	   *indlist;
+	ListCell   *lc;
+
+	if (!enable_or_transformation)
+		return NIL;
+
+	/*
+	 * We must be able to match at least one index to each element of
+	 * the array, else we can't use it.
+	 */
+	indlist = build_paths_for_SAOP(root, rel, rinfo, all_clauses);
+	if (indlist == NIL)
+		return NIL;
+
+	/*
+	 * OK, pick the most promising AND combination, and add it to
+	 * pathlist.
+	 */
+	foreach (lc, indlist)
+	{
+		List *plist = lfirst_node(List, lc);
+
+		bitmapqual = choose_bitmap_and(root, rel, plist);
+		pathlist = lappend(pathlist, bitmapqual);
+	}
+
+	return pathlist;
+}
+
 /*
  * generate_bitmap_or_paths
- *		Look through the list of clauses to find OR clauses, and generate
- *		a BitmapOrPath for each one we can handle that way.  Return a list
- *		of the generated BitmapOrPaths.
+ *		Look through the list of clauses to find OR and SAOP clauses, and
+ *		Each saop clause are splitted to be covered by partial indexes.
+ *		generate a BitmapOrPath for each one we can handle that way.
+ *		Return a list of the generated BitmapOrPaths.
  *
  * other_clauses is a list of additional clauses that can be assumed true
  * for the purpose of generating indexquals, but are not to be searched for
@@ -1247,68 +1414,99 @@ generate_bitmap_or_paths(PlannerInfo *root, RelOptInfo *rel,
 	foreach(lc, clauses)
 	{
 		RestrictInfo *rinfo = lfirst_node(RestrictInfo, lc);
-		List	   *pathlist;
+		List	   *pathlist = NIL;
 		Path	   *bitmapqual;
 		ListCell   *j;
 
-		/* Ignore RestrictInfos that aren't ORs */
-		if (!restriction_is_or_clause(rinfo))
+		if (restriction_is_saop_clause(rinfo))
+		{
+			pathlist = generate_saop_pathlist(root, rel, rinfo,
+											  all_clauses);
+		}
+		else if (!restriction_is_or_clause(rinfo))
+			/* Ignore RestrictInfos that aren't ORs */
 			continue;
-
-		/*
-		 * We must be able to match at least one index to each of the arms of
-		 * the OR, else we can't use it.
-		 */
-		pathlist = NIL;
-		foreach(j, ((BoolExpr *) rinfo->orclause)->args)
+		else
 		{
-			Node	   *orarg = (Node *) lfirst(j);
-			List	   *indlist;
-
-			/* OR arguments should be ANDs or sub-RestrictInfos */
-			if (is_andclause(orarg))
+			/*
+			 * We must be able to match at least one index to each of the arms of
+			 * the OR, else we can't use it.
+			 */
+			foreach(j, ((BoolExpr *) rinfo->orclause)->args)
 			{
-				List	   *andargs = ((BoolExpr *) orarg)->args;
+				Node	   *orarg = (Node *) lfirst(j);
+				List	   *indlist;
 
-				indlist = build_paths_for_OR(root, rel,
-											 andargs,
-											 all_clauses);
+				/* OR arguments should be ANDs or sub-RestrictInfos */
+				if (is_andclause(orarg))
+				{
+					List	   *andargs = ((BoolExpr *) orarg)->args;
 
-				/* Recurse in case there are sub-ORs */
-				indlist = list_concat(indlist,
-									  generate_bitmap_or_paths(root, rel,
-															   andargs,
-															   all_clauses));
-			}
-			else
-			{
-				RestrictInfo *ri = castNode(RestrictInfo, orarg);
-				List	   *orargs;
+					indlist = build_paths_for_OR(root, rel,
+												 andargs,
+												 all_clauses);
 
-				Assert(!restriction_is_or_clause(ri));
-				orargs = list_make1(ri);
+					/* Recurse in case there are sub-ORs */
+					indlist = list_concat(indlist,
+										  generate_bitmap_or_paths(root, rel,
+																   andargs,
+																   all_clauses));
+				}
+				else
+				{
+					RestrictInfo *ri = castNode(RestrictInfo, orarg);
+					List	   *orargs;
 
-				indlist = build_paths_for_OR(root, rel,
-											 orargs,
-											 all_clauses);
-			}
+					Assert(!restriction_is_or_clause(ri));
 
-			/*
-			 * If nothing matched this arm, we can't do anything with this OR
-			 * clause.
-			 */
-			if (indlist == NIL)
-			{
-				pathlist = NIL;
-				break;
-			}
+					orargs = list_make1(ri);
 
-			/*
-			 * OK, pick the most promising AND combination, and add it to
-			 * pathlist.
-			 */
-			bitmapqual = choose_bitmap_and(root, rel, indlist);
-			pathlist = lappend(pathlist, bitmapqual);
+					if (restriction_is_saop_clause(ri))
+					{
+						List *paths;
+
+						paths = generate_saop_pathlist(root, rel, ri,
+														 all_clauses);
+
+						if (paths != NIL)
+						{
+							/*
+							 * Add paths to pathlist and immediately jump to the
+							 * next element of the OR clause.
+							 */
+							pathlist = list_concat(pathlist, paths);
+							continue;
+						}
+
+						/*
+						 * Pass down out of this if construction:
+						 * If saop isn't covered by partial indexes, try to
+						 * build scan path for the saop as a whole.
+						 */
+					}
+
+					indlist = build_paths_for_OR(root, rel,
+												 orargs,
+												 all_clauses);
+				}
+
+				/*
+				 * If nothing matched this arm, we can't do anything with this OR
+				 * clause.
+				 */
+				if (indlist == NIL)
+				{
+					pathlist = NIL;
+					break;
+				}
+
+				/*
+				 * OK, pick the most promising AND combination, and add it to
+				 * pathlist.
+				 */
+				bitmapqual = choose_bitmap_and(root, rel, indlist);
+				pathlist = lappend(pathlist, bitmapqual);
+			}
 		}
 
 		/*
diff --git a/src/backend/optimizer/util/predtest.c b/src/backend/optimizer/util/predtest.c
index c37b416e24..8ed80a78b4 100644
--- a/src/backend/optimizer/util/predtest.c
+++ b/src/backend/optimizer/util/predtest.c
@@ -112,6 +112,52 @@ static Oid	get_btree_test_op(Oid pred_op, Oid clause_op, bool refute_it);
 static void InvalidateOprProofCacheCallBack(Datum arg, int cacheid, uint32 hashvalue);
 
 
+/*
+ * Could this ANY () expression can be split into a set of ANYs over partial
+ * indexes? If yes, return these saops in the PredicatesData structure.
+ */
+bool
+saop_covered_by_predicates(ScalarArrayOpExpr *saop, List *predicate_lists)
+{
+	ListCell		   *lc;
+	PredIterInfoData	clause_info;
+	bool				result = false;
+
+	if (predicate_classify((Node *) saop, &clause_info) != CLASS_OR)
+		return false;
+
+	iterate_begin(pitem, (Node *) saop, clause_info)
+	{
+		result = false;
+
+		foreach(lc, predicate_lists)
+		{
+			PredicatesData *pd = (PredicatesData *) lfirst(lc);
+
+			if (!predicate_implied_by_recurse(pitem, pd->predicate, false))
+				continue;
+
+			/* Predicate is found. Add the elem to the saop clause */
+			Assert(IsA(pitem, OpExpr));
+
+			/* Extract constant from the expression */
+			pd->elems = lappend(pd->elems,
+					copyObject(lsecond_node(Const, ((OpExpr *) pitem)->args)));
+			result = true;
+			break;
+		}
+
+		if (!result)
+			/*
+			 * The element doesn't fit any index. Interrupt the process immediately
+			 */
+			break;
+	}
+	iterate_end(clause_info);
+
+	return result;
+}
+
 /*
  * predicate_implied_by
  *	  Recursively checks whether the clauses in clause_list imply that the
diff --git a/src/backend/optimizer/util/restrictinfo.c b/src/backend/optimizer/util/restrictinfo.c
index 0b406e9334..627596a34c 100644
--- a/src/backend/optimizer/util/restrictinfo.c
+++ b/src/backend/optimizer/util/restrictinfo.c
@@ -421,6 +421,19 @@ restriction_is_or_clause(RestrictInfo *restrictinfo)
 		return false;
 }
 
+bool
+restriction_is_saop_clause(RestrictInfo *restrictinfo)
+{
+	if (IsA(restrictinfo->clause, ScalarArrayOpExpr))
+	{
+		ScalarArrayOpExpr *saop = (ScalarArrayOpExpr *) restrictinfo->clause;
+
+		if (saop->useOr)
+			return true;
+	}
+	return false;
+}
+
 /*
  * restriction_is_securely_promotable
  *
diff --git a/src/include/optimizer/optimizer.h b/src/include/optimizer/optimizer.h
index 35ab577501..232afcd00c 100644
--- a/src/include/optimizer/optimizer.h
+++ b/src/include/optimizer/optimizer.h
@@ -160,6 +160,22 @@ extern List *expand_function_arguments(List *args, bool include_out_arguments,
 
 /* in util/predtest.c: */
 
+/*
+ * Contains information needed to extract from saop a set of elements which can
+ * be covered by the partial index:
+ * id - caller's identification of the index.
+ * predicate - predicate expression of the index
+ * elems - returning list of array elements which corresponds to this predicate
+ */
+typedef struct PredicatesData
+{
+	int		id;
+	Node   *predicate;
+	List   *elems;
+} PredicatesData;
+
+extern bool saop_covered_by_predicates(ScalarArrayOpExpr *saop,
+									  List *predicate_lists);
 extern bool predicate_implied_by(List *predicate_list, List *clause_list,
 								 bool weak);
 extern bool predicate_refuted_by(List *predicate_list, List *clause_list,
diff --git a/src/include/optimizer/restrictinfo.h b/src/include/optimizer/restrictinfo.h
index 1b42c832c5..2cd5fbf943 100644
--- a/src/include/optimizer/restrictinfo.h
+++ b/src/include/optimizer/restrictinfo.h
@@ -34,6 +34,7 @@ extern RestrictInfo *make_restrictinfo(PlannerInfo *root,
 									   Relids outer_relids);
 extern RestrictInfo *commute_restrictinfo(RestrictInfo *rinfo, Oid comm_op);
 extern bool restriction_is_or_clause(RestrictInfo *restrictinfo);
+extern bool restriction_is_saop_clause(RestrictInfo *restrictinfo);
 extern bool restriction_is_securely_promotable(RestrictInfo *restrictinfo,
 											   RelOptInfo *rel);
 extern List *get_actual_clauses(List *restrictinfo_list);
diff --git a/src/test/regress/expected/select.out b/src/test/regress/expected/select.out
index 33a6dceb0e..070202b0f0 100644
--- a/src/test/regress/expected/select.out
+++ b/src/test/regress/expected/select.out
@@ -907,6 +907,288 @@ select unique1, unique2 from onek2
        0 |     998
 (2 rows)
 
+SET enable_seqscan TO off;
+SET enable_indexscan TO off; -- Only BitmapScan is a subject matter here
+SET enable_or_transformation = 'off';
+explain (costs off)
+SELECT count(*) FROM onek2 WHERE stringu1 = 'A' OR stringu1 = 'J';
+                                QUERY PLAN                                
+--------------------------------------------------------------------------
+ Aggregate
+   ->  Bitmap Heap Scan on onek2
+         Recheck Cond: ((stringu1 < 'B'::name) OR (stringu1 = 'J'::name))
+         Filter: ((stringu1 = 'A'::name) OR (stringu1 = 'J'::name))
+         ->  BitmapOr
+               ->  Bitmap Index Scan on onek2_u2_prtl
+               ->  Bitmap Index Scan on onek2_stu1_prtl
+                     Index Cond: (stringu1 = 'J'::name)
+(8 rows)
+
+-- Without the transformation only seqscan possible here
+explain (costs off)
+SELECT unique2, stringu1 FROM onek2
+WHERE unique2 < 1 AND stringu1 IN ('A','J') AND stringu1 < 'Z';
+                                         QUERY PLAN                                          
+---------------------------------------------------------------------------------------------
+ Seq Scan on onek2
+   Filter: ((unique2 < 1) AND (stringu1 = ANY ('{A,J}'::name[])) AND (stringu1 < 'Z'::name))
+(2 rows)
+
+-- Use partial indexes
+explain (costs off)
+SELECT count(*) FROM onek2
+WHERE stringu1 IN ('B','J') AND (stringu1 = 'A' OR unique1 = 1);
+                                             QUERY PLAN                                             
+----------------------------------------------------------------------------------------------------
+ Aggregate
+   ->  Bitmap Heap Scan on onek2
+         Recheck Cond: ((stringu1 < 'B'::name) OR (unique1 = 1))
+         Filter: ((stringu1 = ANY ('{B,J}'::name[])) AND ((stringu1 = 'A'::name) OR (unique1 = 1)))
+         ->  BitmapOr
+               ->  Bitmap Index Scan on onek2_u2_prtl
+               ->  Bitmap Index Scan on onek2_u1_prtl
+                     Index Cond: (unique1 = 1)
+(8 rows)
+
+explain (costs off)
+SELECT unique2, stringu1 FROM onek2
+WHERE unique1 < 1 OR (stringu1 = 'A' OR stringu1 = 'J');
+                                     QUERY PLAN                                      
+-------------------------------------------------------------------------------------
+ Bitmap Heap Scan on onek2
+   Recheck Cond: ((unique1 < 1) OR (stringu1 < 'B'::name) OR (stringu1 = 'J'::name))
+   Filter: ((unique1 < 1) OR (stringu1 = 'A'::name) OR (stringu1 = 'J'::name))
+   ->  BitmapOr
+         ->  Bitmap Index Scan on onek2_u1_prtl
+               Index Cond: (unique1 < 1)
+         ->  Bitmap Index Scan on onek2_u2_prtl
+         ->  Bitmap Index Scan on onek2_stu1_prtl
+               Index Cond: (stringu1 = 'J'::name)
+(9 rows)
+
+explain (costs off)
+SELECT unique2, stringu1 FROM onek2
+WHERE unique1 = 1 OR unique2 = PI()::integer;
+                 QUERY PLAN                 
+--------------------------------------------
+ Seq Scan on onek2
+   Filter: ((unique1 = 1) OR (unique2 = 3))
+(2 rows)
+
+RESET enable_or_transformation;
+-- OR <-> ANY transformation must find a path with partial indexes scan
+-- regardless the clause representation.
+explain (costs off)
+SELECT count(*) FROM onek2 WHERE stringu1 = 'A' OR stringu1 = 'J';
+                                     QUERY PLAN                                     
+------------------------------------------------------------------------------------
+ Aggregate
+   ->  Bitmap Heap Scan on onek2
+         Recheck Cond: ((stringu1 = ANY ('{J}'::name[])) OR (stringu1 < 'B'::name))
+         Filter: (stringu1 = ANY ('{A,J}'::name[]))
+         ->  BitmapOr
+               ->  Bitmap Index Scan on onek2_stu1_prtl
+                     Index Cond: (stringu1 = ANY ('{J}'::name[]))
+               ->  Bitmap Index Scan on onek2_u2_prtl
+(8 rows)
+
+explain (costs off)
+SELECT count(*) FROM onek2 WHERE stringu1 IN ('A','J');
+                                     QUERY PLAN                                     
+------------------------------------------------------------------------------------
+ Aggregate
+   ->  Bitmap Heap Scan on onek2
+         Recheck Cond: ((stringu1 = ANY ('{J}'::name[])) OR (stringu1 < 'B'::name))
+         Filter: (stringu1 = ANY ('{A,J}'::name[]))
+         ->  BitmapOr
+               ->  Bitmap Index Scan on onek2_stu1_prtl
+                     Index Cond: (stringu1 = ANY ('{J}'::name[]))
+               ->  Bitmap Index Scan on onek2_u2_prtl
+(8 rows)
+
+explain (costs off)
+SELECT count(*) FROM onek2 WHERE stringu1 = ANY ('{A,J}');
+                                     QUERY PLAN                                     
+------------------------------------------------------------------------------------
+ Aggregate
+   ->  Bitmap Heap Scan on onek2
+         Recheck Cond: ((stringu1 = ANY ('{J}'::name[])) OR (stringu1 < 'B'::name))
+         Filter: (stringu1 = ANY ('{A,J}'::name[]))
+         ->  BitmapOr
+               ->  Bitmap Index Scan on onek2_stu1_prtl
+                     Index Cond: (stringu1 = ANY ('{J}'::name[]))
+               ->  Bitmap Index Scan on onek2_u2_prtl
+(8 rows)
+
+explain (costs off)
+SELECT count(*) FROM onek2 WHERE stringu1 IN ('A') OR stringu1 IN ('J');
+                                     QUERY PLAN                                     
+------------------------------------------------------------------------------------
+ Aggregate
+   ->  Bitmap Heap Scan on onek2
+         Recheck Cond: ((stringu1 = ANY ('{J}'::name[])) OR (stringu1 < 'B'::name))
+         Filter: (stringu1 = ANY ('{A,J}'::name[]))
+         ->  BitmapOr
+               ->  Bitmap Index Scan on onek2_stu1_prtl
+                     Index Cond: (stringu1 = ANY ('{J}'::name[]))
+               ->  Bitmap Index Scan on onek2_u2_prtl
+(8 rows)
+
+-- Don't scan partial indexes because of extra value.
+explain (costs off)
+SELECT count(*) FROM onek2 WHERE stringu1 IN ('A', 'J', 'C');
+                      QUERY PLAN                      
+------------------------------------------------------
+ Aggregate
+   ->  Seq Scan on onek2
+         Filter: (stringu1 = ANY ('{A,J,C}'::name[]))
+(3 rows)
+
+explain (costs off)
+SELECT unique2 FROM onek2
+WHERE stringu1 IN ('A', 'A') AND (stringu1 = 'A' OR stringu1 = 'A');
+                                      QUERY PLAN                                       
+---------------------------------------------------------------------------------------
+ Bitmap Heap Scan on onek2
+   Recheck Cond: (stringu1 < 'B'::name)
+   Filter: ((stringu1 = ANY ('{A,A}'::name[])) AND (stringu1 = ANY ('{A,A}'::name[])))
+   ->  Bitmap Index Scan on onek2_u2_prtl
+(4 rows)
+
+explain (costs off)
+SELECT unique2, stringu1 FROM onek2
+WHERE unique2 < 1 AND stringu1 IN ('A','J') AND stringu1 < 'Z';
+                                                          QUERY PLAN                                                           
+-------------------------------------------------------------------------------------------------------------------------------
+ Bitmap Heap Scan on onek2
+   Recheck Cond: (((stringu1 = ANY ('{J}'::name[])) AND (stringu1 < 'Z'::name)) OR ((unique2 < 1) AND (stringu1 < 'B'::name)))
+   Filter: ((unique2 < 1) AND (stringu1 = ANY ('{A,J}'::name[])))
+   ->  BitmapOr
+         ->  Bitmap Index Scan on onek2_stu1_prtl
+               Index Cond: ((stringu1 = ANY ('{J}'::name[])) AND (stringu1 < 'Z'::name))
+         ->  Bitmap Index Scan on onek2_u2_prtl
+               Index Cond: (unique2 < 1)
+(8 rows)
+
+explain (costs off)
+SELECT unique2, stringu1 FROM onek2
+WHERE unique1 = 1 OR unique1 = PI()::integer;
+                    QUERY PLAN                    
+--------------------------------------------------
+ Bitmap Heap Scan on onek2
+   Recheck Cond: ((unique1 = 3) OR (unique1 = 1))
+   ->  BitmapOr
+         ->  Bitmap Index Scan on onek2_u1_prtl
+               Index Cond: (unique1 = 3)
+         ->  Bitmap Index Scan on onek2_u1_prtl
+               Index Cond: (unique1 = 1)
+(7 rows)
+
+explain (costs off)
+SELECT unique2, stringu1 FROM onek2
+WHERE unique1 IN (1, PI()::integer); -- TODO: why it is differs from previous example?
+                        QUERY PLAN                        
+----------------------------------------------------------
+ Bitmap Heap Scan on onek2
+   Recheck Cond: (unique1 = ANY ('{1,3}'::integer[]))
+   ->  Bitmap Index Scan on onek2_u1_prtl
+         Index Cond: (unique1 = ANY ('{1,3}'::integer[]))
+(4 rows)
+
+-- Don't apply the optimization to clauses, containing volatile functions
+EXPLAIN (COSTS OFF)
+SELECT unique2,stringu1 FROM onek2
+WHERE unique1 = (random()*2)::integer OR unique1 = (random()*3)::integer;
+                                                             QUERY PLAN                                                             
+------------------------------------------------------------------------------------------------------------------------------------
+ Seq Scan on onek2
+   Filter: ((unique1 = ((random() * '2'::double precision))::integer) OR (unique1 = ((random() * '3'::double precision))::integer))
+(2 rows)
+
+EXPLAIN (COSTS OFF)
+SELECT unique2,stringu1 FROM onek2
+WHERE unique1 IN ((random()*2)::integer, (random()*3)::integer);
+                                                           QUERY PLAN                                                            
+---------------------------------------------------------------------------------------------------------------------------------
+ Seq Scan on onek2
+   Filter: (unique1 = ANY (ARRAY[((random() * '2'::double precision))::integer, ((random() * '3'::double precision))::integer]))
+(2 rows)
+
+-- Combine different saops. Soe of them doesnt' fit a set of partial indexes,
+-- but other fits.
+-- Unfortunately, we don't combine saop and OR clauses so far.
+EXPLAIN (COSTS OFF)
+SELECT unique2,stringu1 FROM onek2
+WHERE
+  unique1 IN (1,2,21) AND
+  (stringu1 IN ('A','J') OR unique1 IN (3,4) OR stringu1 = 'J');
+                                                                                          QUERY PLAN                                                                                          
+----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
+ Bitmap Heap Scan on onek2
+   Recheck Cond: ((stringu1 = ANY ('{J}'::name[])) OR (stringu1 < 'B'::name) OR ((unique1 = ANY ('{3,4}'::integer[])) AND (unique1 = ANY ('{1,2,21}'::integer[]))) OR (stringu1 = 'J'::name))
+   Filter: ((unique1 = ANY ('{1,2,21}'::integer[])) AND ((stringu1 = ANY ('{A,J}'::name[])) OR (unique1 = ANY ('{3,4}'::integer[])) OR (stringu1 = 'J'::name)))
+   ->  BitmapOr
+         ->  Bitmap Index Scan on onek2_stu1_prtl
+               Index Cond: (stringu1 = ANY ('{J}'::name[]))
+         ->  Bitmap Index Scan on onek2_u2_prtl
+         ->  Bitmap Index Scan on onek2_u1_prtl
+               Index Cond: ((unique1 = ANY ('{3,4}'::integer[])) AND (unique1 = ANY ('{1,2,21}'::integer[])))
+         ->  Bitmap Index Scan on onek2_stu1_prtl
+               Index Cond: (stringu1 = 'J'::name)
+(11 rows)
+
+-- Check recursive combination of OR and SAOP expressions
+explain (costs off)
+SELECT unique2, stringu1 FROM onek2
+WHERE unique1 < 1 OR (stringu1 = 'A' OR stringu1 = 'J');
+                                          QUERY PLAN                                           
+-----------------------------------------------------------------------------------------------
+ Bitmap Heap Scan on onek2
+   Recheck Cond: ((stringu1 = ANY ('{J}'::name[])) OR (stringu1 < 'B'::name) OR (unique1 < 1))
+   Filter: ((stringu1 = ANY ('{A,J}'::name[])) OR (unique1 < 1))
+   ->  BitmapOr
+         ->  Bitmap Index Scan on onek2_stu1_prtl
+               Index Cond: (stringu1 = ANY ('{J}'::name[]))
+         ->  Bitmap Index Scan on onek2_u2_prtl
+         ->  Bitmap Index Scan on onek2_u1_prtl
+               Index Cond: (unique1 < 1)
+(9 rows)
+
+explain (costs off)
+SELECT unique2, stringu1 FROM onek2
+WHERE (unique1 < 1 OR stringu1 IN ('A','J'));
+                                          QUERY PLAN                                           
+-----------------------------------------------------------------------------------------------
+ Bitmap Heap Scan on onek2
+   Recheck Cond: ((stringu1 = ANY ('{J}'::name[])) OR (stringu1 < 'B'::name) OR (unique1 < 1))
+   Filter: ((stringu1 = ANY ('{A,J}'::name[])) OR (unique1 < 1))
+   ->  BitmapOr
+         ->  Bitmap Index Scan on onek2_stu1_prtl
+               Index Cond: (stringu1 = ANY ('{J}'::name[]))
+         ->  Bitmap Index Scan on onek2_u2_prtl
+         ->  Bitmap Index Scan on onek2_u1_prtl
+               Index Cond: (unique1 < 1)
+(9 rows)
+
+-- Although SAOP doesn't fit partial indexes fully, we can use anded OR clause
+-- to scan another couple of partial indexes.
+explain (costs off)
+SELECT count(*) FROM onek2
+WHERE stringu1 IN ('B','J') AND (stringu1 = 'A' OR unique1 = 1);
+                                             QUERY PLAN                                             
+----------------------------------------------------------------------------------------------------
+ Aggregate
+   ->  Bitmap Heap Scan on onek2
+         Recheck Cond: ((stringu1 < 'B'::name) OR (unique1 = 1))
+         Filter: ((stringu1 = ANY ('{B,J}'::name[])) AND ((stringu1 = 'A'::name) OR (unique1 = 1)))
+         ->  BitmapOr
+               ->  Bitmap Index Scan on onek2_u2_prtl
+               ->  Bitmap Index Scan on onek2_u1_prtl
+                     Index Cond: (unique1 = 1)
+(8 rows)
+
+RESET enable_indexscan;
+RESET enable_seqscan;
 --
 -- Test some corner cases that have been known to confuse the planner
 --
diff --git a/src/test/regress/sql/select.sql b/src/test/regress/sql/select.sql
index 019f1e7673..0e650a2301 100644
--- a/src/test/regress/sql/select.sql
+++ b/src/test/regress/sql/select.sql
@@ -234,6 +234,88 @@ select unique1, unique2 from onek2
 select unique1, unique2 from onek2
   where (unique2 = 11 and stringu1 < 'B') or unique1 = 0;
 
+SET enable_seqscan TO off;
+SET enable_indexscan TO off; -- Only BitmapScan is a subject matter here
+SET enable_or_transformation = 'off';
+explain (costs off)
+SELECT count(*) FROM onek2 WHERE stringu1 = 'A' OR stringu1 = 'J';
+-- Without the transformation only seqscan possible here
+explain (costs off)
+SELECT unique2, stringu1 FROM onek2
+WHERE unique2 < 1 AND stringu1 IN ('A','J') AND stringu1 < 'Z';
+-- Use partial indexes
+explain (costs off)
+SELECT count(*) FROM onek2
+WHERE stringu1 IN ('B','J') AND (stringu1 = 'A' OR unique1 = 1);
+explain (costs off)
+SELECT unique2, stringu1 FROM onek2
+WHERE unique1 < 1 OR (stringu1 = 'A' OR stringu1 = 'J');
+explain (costs off)
+SELECT unique2, stringu1 FROM onek2
+WHERE unique1 = 1 OR unique2 = PI()::integer;
+RESET enable_or_transformation;
+
+-- OR <-> ANY transformation must find a path with partial indexes scan
+-- regardless the clause representation.
+explain (costs off)
+SELECT count(*) FROM onek2 WHERE stringu1 = 'A' OR stringu1 = 'J';
+explain (costs off)
+SELECT count(*) FROM onek2 WHERE stringu1 IN ('A','J');
+explain (costs off)
+SELECT count(*) FROM onek2 WHERE stringu1 = ANY ('{A,J}');
+explain (costs off)
+SELECT count(*) FROM onek2 WHERE stringu1 IN ('A') OR stringu1 IN ('J');
+
+-- Don't scan partial indexes because of extra value.
+explain (costs off)
+SELECT count(*) FROM onek2 WHERE stringu1 IN ('A', 'J', 'C');
+explain (costs off)
+SELECT unique2 FROM onek2
+WHERE stringu1 IN ('A', 'A') AND (stringu1 = 'A' OR stringu1 = 'A');
+
+explain (costs off)
+SELECT unique2, stringu1 FROM onek2
+WHERE unique2 < 1 AND stringu1 IN ('A','J') AND stringu1 < 'Z';
+explain (costs off)
+SELECT unique2, stringu1 FROM onek2
+WHERE unique1 = 1 OR unique1 = PI()::integer;
+explain (costs off)
+SELECT unique2, stringu1 FROM onek2
+WHERE unique1 IN (1, PI()::integer); -- TODO: why it is differs from previous example?
+
+-- Don't apply the optimization to clauses, containing volatile functions
+EXPLAIN (COSTS OFF)
+SELECT unique2,stringu1 FROM onek2
+WHERE unique1 = (random()*2)::integer OR unique1 = (random()*3)::integer;
+EXPLAIN (COSTS OFF)
+SELECT unique2,stringu1 FROM onek2
+WHERE unique1 IN ((random()*2)::integer, (random()*3)::integer);
+
+-- Combine different saops. Soe of them doesnt' fit a set of partial indexes,
+-- but other fits.
+-- Unfortunately, we don't combine saop and OR clauses so far.
+EXPLAIN (COSTS OFF)
+SELECT unique2,stringu1 FROM onek2
+WHERE
+  unique1 IN (1,2,21) AND
+  (stringu1 IN ('A','J') OR unique1 IN (3,4) OR stringu1 = 'J');
+
+-- Check recursive combination of OR and SAOP expressions
+explain (costs off)
+SELECT unique2, stringu1 FROM onek2
+WHERE unique1 < 1 OR (stringu1 = 'A' OR stringu1 = 'J');
+explain (costs off)
+SELECT unique2, stringu1 FROM onek2
+WHERE (unique1 < 1 OR stringu1 IN ('A','J'));
+-- Although SAOP doesn't fit partial indexes fully, we can use anded OR clause
+-- to scan another couple of partial indexes.
+explain (costs off)
+SELECT count(*) FROM onek2
+WHERE stringu1 IN ('B','J') AND (stringu1 = 'A' OR unique1 = 1);
+
+RESET enable_indexscan;
+RESET enable_seqscan;
+
 --
 -- Test some corner cases that have been known to confuse the planner
 --
diff --git a/src/tools/pgindent/typedefs.list b/src/tools/pgindent/typedefs.list
index adae668b37..a1d43283db 100644
--- a/src/tools/pgindent/typedefs.list
+++ b/src/tools/pgindent/typedefs.list
@@ -2138,6 +2138,7 @@ PredIterInfoData
 PredXactList
 PredicateLockData
 PredicateLockTargetType
+PredicatesData
 PrefetchBufferResult
 PrepParallelRestorePtrType
 PrepareStmt
-- 
2.43.0



Attachments:

  [text/plain] 0002-Teach-generate_bitmap_or_paths-to-build-BitmapOr-pat-20240212.patch (32.2K, ../../[email protected]/2-0002-Teach-generate_bitmap_or_paths-to-build-BitmapOr-pat-20240212.patch)
  download | inline diff:
From c1e5fc35778acd01cca67e63fdf80c5605af03f2 Mon Sep 17 00:00:00 2001
From: "Andrey V. Lepikhov" <[email protected]>
Date: Wed, 24 Jan 2024 14:07:17 +0700
Subject: [PATCH 2/2] Teach generate_bitmap_or_paths to build BitmapOr paths
 over SAOP clauses.

Likewise OR clauses, discover SAOP array and try to split its elements
between smaller sized arrays to fit a set of partial indexes.
---
 src/backend/optimizer/path/indxpath.c     | 304 ++++++++++++++++++----
 src/backend/optimizer/util/predtest.c     |  46 ++++
 src/backend/optimizer/util/restrictinfo.c |  13 +
 src/include/optimizer/optimizer.h         |  16 ++
 src/include/optimizer/restrictinfo.h      |   1 +
 src/test/regress/expected/select.out      | 282 ++++++++++++++++++++
 src/test/regress/sql/select.sql           |  82 ++++++
 src/tools/pgindent/typedefs.list          |   1 +
 8 files changed, 692 insertions(+), 53 deletions(-)

diff --git a/src/backend/optimizer/path/indxpath.c b/src/backend/optimizer/path/indxpath.c
index 32c6a8bbdc..5383cb76dc 100644
--- a/src/backend/optimizer/path/indxpath.c
+++ b/src/backend/optimizer/path/indxpath.c
@@ -32,6 +32,7 @@
 #include "optimizer/paths.h"
 #include "optimizer/prep.h"
 #include "optimizer/restrictinfo.h"
+#include "utils/array.h"
 #include "utils/lsyscache.h"
 #include "utils/selfuncs.h"
 
@@ -1220,11 +1221,177 @@ build_paths_for_OR(PlannerInfo *root, RelOptInfo *rel,
 	return result;
 }
 
+/*
+ * Building index paths over SAOP clause differs from the logic of OR clauses.
+ * Here we iterate across all the array elements and split them to SAOPs,
+ * corresponding to different indexes. We must match each element to an index.
+ */
+static List *
+build_paths_for_SAOP(PlannerInfo *root, RelOptInfo *rel, RestrictInfo *rinfo,
+					 List *other_clauses)
+{
+	List			   *result = NIL;
+	List			   *predicate_lists = NIL;
+	ListCell		   *lc;
+	PredicatesData	   *pd;
+	ScalarArrayOpExpr  *saop = (ScalarArrayOpExpr *) rinfo->clause;
+
+	Assert(IsA(saop, ScalarArrayOpExpr) && saop->useOr);
+
+	if (!IsA(lsecond(saop->args), Const))
+		/*
+		 * Has it practical outcome to merge arrays which couldn't constantified
+		 * before that step?
+		 */
+		return NIL;
+
+	/* Collect predicates */
+	foreach(lc, rel->indexlist)
+	{
+		IndexOptInfo *index = (IndexOptInfo *) lfirst(lc);
+
+		/* Take into consideration partial indexes supporting bitmap scans */
+		if (!index->amhasgetbitmap || index->indpred == NIL || index->predOK)
+			continue;
+
+		pd = palloc0(sizeof(PredicatesData));
+		pd->id = foreach_current_index(lc);
+		/* The trick with reducing recursion is stolen from predicate_implied_by */
+		pd->predicate = list_length(index->indpred) == 1 ?
+										(Node *) linitial(index->indpred) :
+										(Node *) index->indpred;
+		predicate_lists = lappend(predicate_lists, (void *) pd);
+	}
+
+	/* Split the array data according to index predicates. */
+	if (predicate_lists == NIL ||
+		!saop_covered_by_predicates(saop, predicate_lists))
+		return NIL;
+
+	other_clauses = list_delete_ptr(other_clauses, rinfo);
+
+	/*
+	 * Having incoming SAOP split to set of smaller SAOPs which can be applied
+	 * to partial indexes, generate paths for each one.
+	 */
+	foreach(lc, predicate_lists)
+	{
+		IndexOptInfo   *index;
+		IndexClauseSet	clauseset;
+		List		   *indexpaths;
+		RestrictInfo   *rinfo1 = NULL;
+		Expr		   *clause;
+
+		pd = (PredicatesData *) lfirst(lc);
+		if (pd->elems == NIL)
+			/* The index doesn't participate in this operation */
+			continue;
+		else
+		{
+			ArrayType		   *arrayval = NULL;
+			ArrayExpr		   *arr = NULL;
+			Const			   *arrayconst = lsecond_node(Const, saop->args);
+			ScalarArrayOpExpr  *dest = makeNode(ScalarArrayOpExpr);
+
+			/* Make up new array */
+			arrayval = DatumGetArrayTypeP(arrayconst->constvalue);
+			arr = makeNode(ArrayExpr);
+			arr->array_collid = arrayconst->constcollid;
+			arr->array_typeid = arrayconst->consttype;
+			arr->element_typeid = arrayval->elemtype;
+			arr->elements = pd->elems;
+			arr->location = -1;
+			arr->multidims = false;
+
+			/* Compose new SAOP, partially covering the source one */
+			memcpy(dest, saop, sizeof(ScalarArrayOpExpr));
+			dest->args = list_make2(linitial(saop->args), arr);
+
+			clause = (Expr *) estimate_expression_value(root, (Node *) dest);
+
+			/*
+			 * Create new RestrictInfo. It maybe more heavy than just copy node,
+			 * but remember some internals: the serial number, selectivity
+			 * cache etc.
+			 */
+			rinfo1 = make_restrictinfo(root, clause,
+									   rinfo->is_pushed_down,
+									   rinfo->has_clone,
+									   rinfo->is_clone,
+									   rinfo->pseudoconstant,
+									   rinfo->security_level,
+									   rinfo->required_relids,
+									   rinfo->incompatible_relids,
+									   rinfo->outer_relids);
+		}
+
+		index = list_nth(rel->indexlist, pd->id);
+		Assert(predicate_implied_by(index->indpred, list_make1(rinfo1), true));
+
+		/* Excluding partial indexes with predOK we make this statement false */
+		Assert(!predicate_implied_by(index->indpred, other_clauses, false));
+
+		/* Time to generate index paths */
+
+		MemSet(&clauseset, 0, sizeof(clauseset));
+		match_clauses_to_index(root, list_make1(rinfo1), index, &clauseset);
+		match_clauses_to_index(root, other_clauses, index, &clauseset);
+
+		/* Predicate has found already. So, it is ok for the empty match */
+
+		indexpaths = build_index_paths(root, rel,
+									   index, &clauseset,
+									   true,
+									   ST_BITMAPSCAN,
+									   NULL,
+									   NULL);
+		Assert(indexpaths != NIL);
+		result = lappend(result, indexpaths);
+	}
+	return result;
+}
+
+static List *
+generate_saop_pathlist(PlannerInfo *root, RelOptInfo *rel,
+					   RestrictInfo *rinfo, List *all_clauses)
+{
+	List	   *pathlist = NIL;
+	Path	   *bitmapqual;
+	List	   *indlist;
+	ListCell   *lc;
+
+	if (!enable_or_transformation)
+		return NIL;
+
+	/*
+	 * We must be able to match at least one index to each element of
+	 * the array, else we can't use it.
+	 */
+	indlist = build_paths_for_SAOP(root, rel, rinfo, all_clauses);
+	if (indlist == NIL)
+		return NIL;
+
+	/*
+	 * OK, pick the most promising AND combination, and add it to
+	 * pathlist.
+	 */
+	foreach (lc, indlist)
+	{
+		List *plist = lfirst_node(List, lc);
+
+		bitmapqual = choose_bitmap_and(root, rel, plist);
+		pathlist = lappend(pathlist, bitmapqual);
+	}
+
+	return pathlist;
+}
+
 /*
  * generate_bitmap_or_paths
- *		Look through the list of clauses to find OR clauses, and generate
- *		a BitmapOrPath for each one we can handle that way.  Return a list
- *		of the generated BitmapOrPaths.
+ *		Look through the list of clauses to find OR and SAOP clauses, and
+ *		Each saop clause are splitted to be covered by partial indexes.
+ *		generate a BitmapOrPath for each one we can handle that way.
+ *		Return a list of the generated BitmapOrPaths.
  *
  * other_clauses is a list of additional clauses that can be assumed true
  * for the purpose of generating indexquals, but are not to be searched for
@@ -1247,68 +1414,99 @@ generate_bitmap_or_paths(PlannerInfo *root, RelOptInfo *rel,
 	foreach(lc, clauses)
 	{
 		RestrictInfo *rinfo = lfirst_node(RestrictInfo, lc);
-		List	   *pathlist;
+		List	   *pathlist = NIL;
 		Path	   *bitmapqual;
 		ListCell   *j;
 
-		/* Ignore RestrictInfos that aren't ORs */
-		if (!restriction_is_or_clause(rinfo))
+		if (restriction_is_saop_clause(rinfo))
+		{
+			pathlist = generate_saop_pathlist(root, rel, rinfo,
+											  all_clauses);
+		}
+		else if (!restriction_is_or_clause(rinfo))
+			/* Ignore RestrictInfos that aren't ORs */
 			continue;
-
-		/*
-		 * We must be able to match at least one index to each of the arms of
-		 * the OR, else we can't use it.
-		 */
-		pathlist = NIL;
-		foreach(j, ((BoolExpr *) rinfo->orclause)->args)
+		else
 		{
-			Node	   *orarg = (Node *) lfirst(j);
-			List	   *indlist;
-
-			/* OR arguments should be ANDs or sub-RestrictInfos */
-			if (is_andclause(orarg))
+			/*
+			 * We must be able to match at least one index to each of the arms of
+			 * the OR, else we can't use it.
+			 */
+			foreach(j, ((BoolExpr *) rinfo->orclause)->args)
 			{
-				List	   *andargs = ((BoolExpr *) orarg)->args;
+				Node	   *orarg = (Node *) lfirst(j);
+				List	   *indlist;
 
-				indlist = build_paths_for_OR(root, rel,
-											 andargs,
-											 all_clauses);
+				/* OR arguments should be ANDs or sub-RestrictInfos */
+				if (is_andclause(orarg))
+				{
+					List	   *andargs = ((BoolExpr *) orarg)->args;
 
-				/* Recurse in case there are sub-ORs */
-				indlist = list_concat(indlist,
-									  generate_bitmap_or_paths(root, rel,
-															   andargs,
-															   all_clauses));
-			}
-			else
-			{
-				RestrictInfo *ri = castNode(RestrictInfo, orarg);
-				List	   *orargs;
+					indlist = build_paths_for_OR(root, rel,
+												 andargs,
+												 all_clauses);
 
-				Assert(!restriction_is_or_clause(ri));
-				orargs = list_make1(ri);
+					/* Recurse in case there are sub-ORs */
+					indlist = list_concat(indlist,
+										  generate_bitmap_or_paths(root, rel,
+																   andargs,
+																   all_clauses));
+				}
+				else
+				{
+					RestrictInfo *ri = castNode(RestrictInfo, orarg);
+					List	   *orargs;
 
-				indlist = build_paths_for_OR(root, rel,
-											 orargs,
-											 all_clauses);
-			}
+					Assert(!restriction_is_or_clause(ri));
 
-			/*
-			 * If nothing matched this arm, we can't do anything with this OR
-			 * clause.
-			 */
-			if (indlist == NIL)
-			{
-				pathlist = NIL;
-				break;
-			}
+					orargs = list_make1(ri);
 
-			/*
-			 * OK, pick the most promising AND combination, and add it to
-			 * pathlist.
-			 */
-			bitmapqual = choose_bitmap_and(root, rel, indlist);
-			pathlist = lappend(pathlist, bitmapqual);
+					if (restriction_is_saop_clause(ri))
+					{
+						List *paths;
+
+						paths = generate_saop_pathlist(root, rel, ri,
+														 all_clauses);
+
+						if (paths != NIL)
+						{
+							/*
+							 * Add paths to pathlist and immediately jump to the
+							 * next element of the OR clause.
+							 */
+							pathlist = list_concat(pathlist, paths);
+							continue;
+						}
+
+						/*
+						 * Pass down out of this if construction:
+						 * If saop isn't covered by partial indexes, try to
+						 * build scan path for the saop as a whole.
+						 */
+					}
+
+					indlist = build_paths_for_OR(root, rel,
+												 orargs,
+												 all_clauses);
+				}
+
+				/*
+				 * If nothing matched this arm, we can't do anything with this OR
+				 * clause.
+				 */
+				if (indlist == NIL)
+				{
+					pathlist = NIL;
+					break;
+				}
+
+				/*
+				 * OK, pick the most promising AND combination, and add it to
+				 * pathlist.
+				 */
+				bitmapqual = choose_bitmap_and(root, rel, indlist);
+				pathlist = lappend(pathlist, bitmapqual);
+			}
 		}
 
 		/*
diff --git a/src/backend/optimizer/util/predtest.c b/src/backend/optimizer/util/predtest.c
index c37b416e24..8ed80a78b4 100644
--- a/src/backend/optimizer/util/predtest.c
+++ b/src/backend/optimizer/util/predtest.c
@@ -112,6 +112,52 @@ static Oid	get_btree_test_op(Oid pred_op, Oid clause_op, bool refute_it);
 static void InvalidateOprProofCacheCallBack(Datum arg, int cacheid, uint32 hashvalue);
 
 
+/*
+ * Could this ANY () expression can be split into a set of ANYs over partial
+ * indexes? If yes, return these saops in the PredicatesData structure.
+ */
+bool
+saop_covered_by_predicates(ScalarArrayOpExpr *saop, List *predicate_lists)
+{
+	ListCell		   *lc;
+	PredIterInfoData	clause_info;
+	bool				result = false;
+
+	if (predicate_classify((Node *) saop, &clause_info) != CLASS_OR)
+		return false;
+
+	iterate_begin(pitem, (Node *) saop, clause_info)
+	{
+		result = false;
+
+		foreach(lc, predicate_lists)
+		{
+			PredicatesData *pd = (PredicatesData *) lfirst(lc);
+
+			if (!predicate_implied_by_recurse(pitem, pd->predicate, false))
+				continue;
+
+			/* Predicate is found. Add the elem to the saop clause */
+			Assert(IsA(pitem, OpExpr));
+
+			/* Extract constant from the expression */
+			pd->elems = lappend(pd->elems,
+					copyObject(lsecond_node(Const, ((OpExpr *) pitem)->args)));
+			result = true;
+			break;
+		}
+
+		if (!result)
+			/*
+			 * The element doesn't fit any index. Interrupt the process immediately
+			 */
+			break;
+	}
+	iterate_end(clause_info);
+
+	return result;
+}
+
 /*
  * predicate_implied_by
  *	  Recursively checks whether the clauses in clause_list imply that the
diff --git a/src/backend/optimizer/util/restrictinfo.c b/src/backend/optimizer/util/restrictinfo.c
index 0b406e9334..627596a34c 100644
--- a/src/backend/optimizer/util/restrictinfo.c
+++ b/src/backend/optimizer/util/restrictinfo.c
@@ -421,6 +421,19 @@ restriction_is_or_clause(RestrictInfo *restrictinfo)
 		return false;
 }
 
+bool
+restriction_is_saop_clause(RestrictInfo *restrictinfo)
+{
+	if (IsA(restrictinfo->clause, ScalarArrayOpExpr))
+	{
+		ScalarArrayOpExpr *saop = (ScalarArrayOpExpr *) restrictinfo->clause;
+
+		if (saop->useOr)
+			return true;
+	}
+	return false;
+}
+
 /*
  * restriction_is_securely_promotable
  *
diff --git a/src/include/optimizer/optimizer.h b/src/include/optimizer/optimizer.h
index 35ab577501..232afcd00c 100644
--- a/src/include/optimizer/optimizer.h
+++ b/src/include/optimizer/optimizer.h
@@ -160,6 +160,22 @@ extern List *expand_function_arguments(List *args, bool include_out_arguments,
 
 /* in util/predtest.c: */
 
+/*
+ * Contains information needed to extract from saop a set of elements which can
+ * be covered by the partial index:
+ * id - caller's identification of the index.
+ * predicate - predicate expression of the index
+ * elems - returning list of array elements which corresponds to this predicate
+ */
+typedef struct PredicatesData
+{
+	int		id;
+	Node   *predicate;
+	List   *elems;
+} PredicatesData;
+
+extern bool saop_covered_by_predicates(ScalarArrayOpExpr *saop,
+									  List *predicate_lists);
 extern bool predicate_implied_by(List *predicate_list, List *clause_list,
 								 bool weak);
 extern bool predicate_refuted_by(List *predicate_list, List *clause_list,
diff --git a/src/include/optimizer/restrictinfo.h b/src/include/optimizer/restrictinfo.h
index 1b42c832c5..2cd5fbf943 100644
--- a/src/include/optimizer/restrictinfo.h
+++ b/src/include/optimizer/restrictinfo.h
@@ -34,6 +34,7 @@ extern RestrictInfo *make_restrictinfo(PlannerInfo *root,
 									   Relids outer_relids);
 extern RestrictInfo *commute_restrictinfo(RestrictInfo *rinfo, Oid comm_op);
 extern bool restriction_is_or_clause(RestrictInfo *restrictinfo);
+extern bool restriction_is_saop_clause(RestrictInfo *restrictinfo);
 extern bool restriction_is_securely_promotable(RestrictInfo *restrictinfo,
 											   RelOptInfo *rel);
 extern List *get_actual_clauses(List *restrictinfo_list);
diff --git a/src/test/regress/expected/select.out b/src/test/regress/expected/select.out
index 33a6dceb0e..070202b0f0 100644
--- a/src/test/regress/expected/select.out
+++ b/src/test/regress/expected/select.out
@@ -907,6 +907,288 @@ select unique1, unique2 from onek2
        0 |     998
 (2 rows)
 
+SET enable_seqscan TO off;
+SET enable_indexscan TO off; -- Only BitmapScan is a subject matter here
+SET enable_or_transformation = 'off';
+explain (costs off)
+SELECT count(*) FROM onek2 WHERE stringu1 = 'A' OR stringu1 = 'J';
+                                QUERY PLAN                                
+--------------------------------------------------------------------------
+ Aggregate
+   ->  Bitmap Heap Scan on onek2
+         Recheck Cond: ((stringu1 < 'B'::name) OR (stringu1 = 'J'::name))
+         Filter: ((stringu1 = 'A'::name) OR (stringu1 = 'J'::name))
+         ->  BitmapOr
+               ->  Bitmap Index Scan on onek2_u2_prtl
+               ->  Bitmap Index Scan on onek2_stu1_prtl
+                     Index Cond: (stringu1 = 'J'::name)
+(8 rows)
+
+-- Without the transformation only seqscan possible here
+explain (costs off)
+SELECT unique2, stringu1 FROM onek2
+WHERE unique2 < 1 AND stringu1 IN ('A','J') AND stringu1 < 'Z';
+                                         QUERY PLAN                                          
+---------------------------------------------------------------------------------------------
+ Seq Scan on onek2
+   Filter: ((unique2 < 1) AND (stringu1 = ANY ('{A,J}'::name[])) AND (stringu1 < 'Z'::name))
+(2 rows)
+
+-- Use partial indexes
+explain (costs off)
+SELECT count(*) FROM onek2
+WHERE stringu1 IN ('B','J') AND (stringu1 = 'A' OR unique1 = 1);
+                                             QUERY PLAN                                             
+----------------------------------------------------------------------------------------------------
+ Aggregate
+   ->  Bitmap Heap Scan on onek2
+         Recheck Cond: ((stringu1 < 'B'::name) OR (unique1 = 1))
+         Filter: ((stringu1 = ANY ('{B,J}'::name[])) AND ((stringu1 = 'A'::name) OR (unique1 = 1)))
+         ->  BitmapOr
+               ->  Bitmap Index Scan on onek2_u2_prtl
+               ->  Bitmap Index Scan on onek2_u1_prtl
+                     Index Cond: (unique1 = 1)
+(8 rows)
+
+explain (costs off)
+SELECT unique2, stringu1 FROM onek2
+WHERE unique1 < 1 OR (stringu1 = 'A' OR stringu1 = 'J');
+                                     QUERY PLAN                                      
+-------------------------------------------------------------------------------------
+ Bitmap Heap Scan on onek2
+   Recheck Cond: ((unique1 < 1) OR (stringu1 < 'B'::name) OR (stringu1 = 'J'::name))
+   Filter: ((unique1 < 1) OR (stringu1 = 'A'::name) OR (stringu1 = 'J'::name))
+   ->  BitmapOr
+         ->  Bitmap Index Scan on onek2_u1_prtl
+               Index Cond: (unique1 < 1)
+         ->  Bitmap Index Scan on onek2_u2_prtl
+         ->  Bitmap Index Scan on onek2_stu1_prtl
+               Index Cond: (stringu1 = 'J'::name)
+(9 rows)
+
+explain (costs off)
+SELECT unique2, stringu1 FROM onek2
+WHERE unique1 = 1 OR unique2 = PI()::integer;
+                 QUERY PLAN                 
+--------------------------------------------
+ Seq Scan on onek2
+   Filter: ((unique1 = 1) OR (unique2 = 3))
+(2 rows)
+
+RESET enable_or_transformation;
+-- OR <-> ANY transformation must find a path with partial indexes scan
+-- regardless the clause representation.
+explain (costs off)
+SELECT count(*) FROM onek2 WHERE stringu1 = 'A' OR stringu1 = 'J';
+                                     QUERY PLAN                                     
+------------------------------------------------------------------------------------
+ Aggregate
+   ->  Bitmap Heap Scan on onek2
+         Recheck Cond: ((stringu1 = ANY ('{J}'::name[])) OR (stringu1 < 'B'::name))
+         Filter: (stringu1 = ANY ('{A,J}'::name[]))
+         ->  BitmapOr
+               ->  Bitmap Index Scan on onek2_stu1_prtl
+                     Index Cond: (stringu1 = ANY ('{J}'::name[]))
+               ->  Bitmap Index Scan on onek2_u2_prtl
+(8 rows)
+
+explain (costs off)
+SELECT count(*) FROM onek2 WHERE stringu1 IN ('A','J');
+                                     QUERY PLAN                                     
+------------------------------------------------------------------------------------
+ Aggregate
+   ->  Bitmap Heap Scan on onek2
+         Recheck Cond: ((stringu1 = ANY ('{J}'::name[])) OR (stringu1 < 'B'::name))
+         Filter: (stringu1 = ANY ('{A,J}'::name[]))
+         ->  BitmapOr
+               ->  Bitmap Index Scan on onek2_stu1_prtl
+                     Index Cond: (stringu1 = ANY ('{J}'::name[]))
+               ->  Bitmap Index Scan on onek2_u2_prtl
+(8 rows)
+
+explain (costs off)
+SELECT count(*) FROM onek2 WHERE stringu1 = ANY ('{A,J}');
+                                     QUERY PLAN                                     
+------------------------------------------------------------------------------------
+ Aggregate
+   ->  Bitmap Heap Scan on onek2
+         Recheck Cond: ((stringu1 = ANY ('{J}'::name[])) OR (stringu1 < 'B'::name))
+         Filter: (stringu1 = ANY ('{A,J}'::name[]))
+         ->  BitmapOr
+               ->  Bitmap Index Scan on onek2_stu1_prtl
+                     Index Cond: (stringu1 = ANY ('{J}'::name[]))
+               ->  Bitmap Index Scan on onek2_u2_prtl
+(8 rows)
+
+explain (costs off)
+SELECT count(*) FROM onek2 WHERE stringu1 IN ('A') OR stringu1 IN ('J');
+                                     QUERY PLAN                                     
+------------------------------------------------------------------------------------
+ Aggregate
+   ->  Bitmap Heap Scan on onek2
+         Recheck Cond: ((stringu1 = ANY ('{J}'::name[])) OR (stringu1 < 'B'::name))
+         Filter: (stringu1 = ANY ('{A,J}'::name[]))
+         ->  BitmapOr
+               ->  Bitmap Index Scan on onek2_stu1_prtl
+                     Index Cond: (stringu1 = ANY ('{J}'::name[]))
+               ->  Bitmap Index Scan on onek2_u2_prtl
+(8 rows)
+
+-- Don't scan partial indexes because of extra value.
+explain (costs off)
+SELECT count(*) FROM onek2 WHERE stringu1 IN ('A', 'J', 'C');
+                      QUERY PLAN                      
+------------------------------------------------------
+ Aggregate
+   ->  Seq Scan on onek2
+         Filter: (stringu1 = ANY ('{A,J,C}'::name[]))
+(3 rows)
+
+explain (costs off)
+SELECT unique2 FROM onek2
+WHERE stringu1 IN ('A', 'A') AND (stringu1 = 'A' OR stringu1 = 'A');
+                                      QUERY PLAN                                       
+---------------------------------------------------------------------------------------
+ Bitmap Heap Scan on onek2
+   Recheck Cond: (stringu1 < 'B'::name)
+   Filter: ((stringu1 = ANY ('{A,A}'::name[])) AND (stringu1 = ANY ('{A,A}'::name[])))
+   ->  Bitmap Index Scan on onek2_u2_prtl
+(4 rows)
+
+explain (costs off)
+SELECT unique2, stringu1 FROM onek2
+WHERE unique2 < 1 AND stringu1 IN ('A','J') AND stringu1 < 'Z';
+                                                          QUERY PLAN                                                           
+-------------------------------------------------------------------------------------------------------------------------------
+ Bitmap Heap Scan on onek2
+   Recheck Cond: (((stringu1 = ANY ('{J}'::name[])) AND (stringu1 < 'Z'::name)) OR ((unique2 < 1) AND (stringu1 < 'B'::name)))
+   Filter: ((unique2 < 1) AND (stringu1 = ANY ('{A,J}'::name[])))
+   ->  BitmapOr
+         ->  Bitmap Index Scan on onek2_stu1_prtl
+               Index Cond: ((stringu1 = ANY ('{J}'::name[])) AND (stringu1 < 'Z'::name))
+         ->  Bitmap Index Scan on onek2_u2_prtl
+               Index Cond: (unique2 < 1)
+(8 rows)
+
+explain (costs off)
+SELECT unique2, stringu1 FROM onek2
+WHERE unique1 = 1 OR unique1 = PI()::integer;
+                    QUERY PLAN                    
+--------------------------------------------------
+ Bitmap Heap Scan on onek2
+   Recheck Cond: ((unique1 = 3) OR (unique1 = 1))
+   ->  BitmapOr
+         ->  Bitmap Index Scan on onek2_u1_prtl
+               Index Cond: (unique1 = 3)
+         ->  Bitmap Index Scan on onek2_u1_prtl
+               Index Cond: (unique1 = 1)
+(7 rows)
+
+explain (costs off)
+SELECT unique2, stringu1 FROM onek2
+WHERE unique1 IN (1, PI()::integer); -- TODO: why it is differs from previous example?
+                        QUERY PLAN                        
+----------------------------------------------------------
+ Bitmap Heap Scan on onek2
+   Recheck Cond: (unique1 = ANY ('{1,3}'::integer[]))
+   ->  Bitmap Index Scan on onek2_u1_prtl
+         Index Cond: (unique1 = ANY ('{1,3}'::integer[]))
+(4 rows)
+
+-- Don't apply the optimization to clauses, containing volatile functions
+EXPLAIN (COSTS OFF)
+SELECT unique2,stringu1 FROM onek2
+WHERE unique1 = (random()*2)::integer OR unique1 = (random()*3)::integer;
+                                                             QUERY PLAN                                                             
+------------------------------------------------------------------------------------------------------------------------------------
+ Seq Scan on onek2
+   Filter: ((unique1 = ((random() * '2'::double precision))::integer) OR (unique1 = ((random() * '3'::double precision))::integer))
+(2 rows)
+
+EXPLAIN (COSTS OFF)
+SELECT unique2,stringu1 FROM onek2
+WHERE unique1 IN ((random()*2)::integer, (random()*3)::integer);
+                                                           QUERY PLAN                                                            
+---------------------------------------------------------------------------------------------------------------------------------
+ Seq Scan on onek2
+   Filter: (unique1 = ANY (ARRAY[((random() * '2'::double precision))::integer, ((random() * '3'::double precision))::integer]))
+(2 rows)
+
+-- Combine different saops. Soe of them doesnt' fit a set of partial indexes,
+-- but other fits.
+-- Unfortunately, we don't combine saop and OR clauses so far.
+EXPLAIN (COSTS OFF)
+SELECT unique2,stringu1 FROM onek2
+WHERE
+  unique1 IN (1,2,21) AND
+  (stringu1 IN ('A','J') OR unique1 IN (3,4) OR stringu1 = 'J');
+                                                                                          QUERY PLAN                                                                                          
+----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
+ Bitmap Heap Scan on onek2
+   Recheck Cond: ((stringu1 = ANY ('{J}'::name[])) OR (stringu1 < 'B'::name) OR ((unique1 = ANY ('{3,4}'::integer[])) AND (unique1 = ANY ('{1,2,21}'::integer[]))) OR (stringu1 = 'J'::name))
+   Filter: ((unique1 = ANY ('{1,2,21}'::integer[])) AND ((stringu1 = ANY ('{A,J}'::name[])) OR (unique1 = ANY ('{3,4}'::integer[])) OR (stringu1 = 'J'::name)))
+   ->  BitmapOr
+         ->  Bitmap Index Scan on onek2_stu1_prtl
+               Index Cond: (stringu1 = ANY ('{J}'::name[]))
+         ->  Bitmap Index Scan on onek2_u2_prtl
+         ->  Bitmap Index Scan on onek2_u1_prtl
+               Index Cond: ((unique1 = ANY ('{3,4}'::integer[])) AND (unique1 = ANY ('{1,2,21}'::integer[])))
+         ->  Bitmap Index Scan on onek2_stu1_prtl
+               Index Cond: (stringu1 = 'J'::name)
+(11 rows)
+
+-- Check recursive combination of OR and SAOP expressions
+explain (costs off)
+SELECT unique2, stringu1 FROM onek2
+WHERE unique1 < 1 OR (stringu1 = 'A' OR stringu1 = 'J');
+                                          QUERY PLAN                                           
+-----------------------------------------------------------------------------------------------
+ Bitmap Heap Scan on onek2
+   Recheck Cond: ((stringu1 = ANY ('{J}'::name[])) OR (stringu1 < 'B'::name) OR (unique1 < 1))
+   Filter: ((stringu1 = ANY ('{A,J}'::name[])) OR (unique1 < 1))
+   ->  BitmapOr
+         ->  Bitmap Index Scan on onek2_stu1_prtl
+               Index Cond: (stringu1 = ANY ('{J}'::name[]))
+         ->  Bitmap Index Scan on onek2_u2_prtl
+         ->  Bitmap Index Scan on onek2_u1_prtl
+               Index Cond: (unique1 < 1)
+(9 rows)
+
+explain (costs off)
+SELECT unique2, stringu1 FROM onek2
+WHERE (unique1 < 1 OR stringu1 IN ('A','J'));
+                                          QUERY PLAN                                           
+-----------------------------------------------------------------------------------------------
+ Bitmap Heap Scan on onek2
+   Recheck Cond: ((stringu1 = ANY ('{J}'::name[])) OR (stringu1 < 'B'::name) OR (unique1 < 1))
+   Filter: ((stringu1 = ANY ('{A,J}'::name[])) OR (unique1 < 1))
+   ->  BitmapOr
+         ->  Bitmap Index Scan on onek2_stu1_prtl
+               Index Cond: (stringu1 = ANY ('{J}'::name[]))
+         ->  Bitmap Index Scan on onek2_u2_prtl
+         ->  Bitmap Index Scan on onek2_u1_prtl
+               Index Cond: (unique1 < 1)
+(9 rows)
+
+-- Although SAOP doesn't fit partial indexes fully, we can use anded OR clause
+-- to scan another couple of partial indexes.
+explain (costs off)
+SELECT count(*) FROM onek2
+WHERE stringu1 IN ('B','J') AND (stringu1 = 'A' OR unique1 = 1);
+                                             QUERY PLAN                                             
+----------------------------------------------------------------------------------------------------
+ Aggregate
+   ->  Bitmap Heap Scan on onek2
+         Recheck Cond: ((stringu1 < 'B'::name) OR (unique1 = 1))
+         Filter: ((stringu1 = ANY ('{B,J}'::name[])) AND ((stringu1 = 'A'::name) OR (unique1 = 1)))
+         ->  BitmapOr
+               ->  Bitmap Index Scan on onek2_u2_prtl
+               ->  Bitmap Index Scan on onek2_u1_prtl
+                     Index Cond: (unique1 = 1)
+(8 rows)
+
+RESET enable_indexscan;
+RESET enable_seqscan;
 --
 -- Test some corner cases that have been known to confuse the planner
 --
diff --git a/src/test/regress/sql/select.sql b/src/test/regress/sql/select.sql
index 019f1e7673..0e650a2301 100644
--- a/src/test/regress/sql/select.sql
+++ b/src/test/regress/sql/select.sql
@@ -234,6 +234,88 @@ select unique1, unique2 from onek2
 select unique1, unique2 from onek2
   where (unique2 = 11 and stringu1 < 'B') or unique1 = 0;
 
+SET enable_seqscan TO off;
+SET enable_indexscan TO off; -- Only BitmapScan is a subject matter here
+SET enable_or_transformation = 'off';
+explain (costs off)
+SELECT count(*) FROM onek2 WHERE stringu1 = 'A' OR stringu1 = 'J';
+-- Without the transformation only seqscan possible here
+explain (costs off)
+SELECT unique2, stringu1 FROM onek2
+WHERE unique2 < 1 AND stringu1 IN ('A','J') AND stringu1 < 'Z';
+-- Use partial indexes
+explain (costs off)
+SELECT count(*) FROM onek2
+WHERE stringu1 IN ('B','J') AND (stringu1 = 'A' OR unique1 = 1);
+explain (costs off)
+SELECT unique2, stringu1 FROM onek2
+WHERE unique1 < 1 OR (stringu1 = 'A' OR stringu1 = 'J');
+explain (costs off)
+SELECT unique2, stringu1 FROM onek2
+WHERE unique1 = 1 OR unique2 = PI()::integer;
+RESET enable_or_transformation;
+
+-- OR <-> ANY transformation must find a path with partial indexes scan
+-- regardless the clause representation.
+explain (costs off)
+SELECT count(*) FROM onek2 WHERE stringu1 = 'A' OR stringu1 = 'J';
+explain (costs off)
+SELECT count(*) FROM onek2 WHERE stringu1 IN ('A','J');
+explain (costs off)
+SELECT count(*) FROM onek2 WHERE stringu1 = ANY ('{A,J}');
+explain (costs off)
+SELECT count(*) FROM onek2 WHERE stringu1 IN ('A') OR stringu1 IN ('J');
+
+-- Don't scan partial indexes because of extra value.
+explain (costs off)
+SELECT count(*) FROM onek2 WHERE stringu1 IN ('A', 'J', 'C');
+explain (costs off)
+SELECT unique2 FROM onek2
+WHERE stringu1 IN ('A', 'A') AND (stringu1 = 'A' OR stringu1 = 'A');
+
+explain (costs off)
+SELECT unique2, stringu1 FROM onek2
+WHERE unique2 < 1 AND stringu1 IN ('A','J') AND stringu1 < 'Z';
+explain (costs off)
+SELECT unique2, stringu1 FROM onek2
+WHERE unique1 = 1 OR unique1 = PI()::integer;
+explain (costs off)
+SELECT unique2, stringu1 FROM onek2
+WHERE unique1 IN (1, PI()::integer); -- TODO: why it is differs from previous example?
+
+-- Don't apply the optimization to clauses, containing volatile functions
+EXPLAIN (COSTS OFF)
+SELECT unique2,stringu1 FROM onek2
+WHERE unique1 = (random()*2)::integer OR unique1 = (random()*3)::integer;
+EXPLAIN (COSTS OFF)
+SELECT unique2,stringu1 FROM onek2
+WHERE unique1 IN ((random()*2)::integer, (random()*3)::integer);
+
+-- Combine different saops. Soe of them doesnt' fit a set of partial indexes,
+-- but other fits.
+-- Unfortunately, we don't combine saop and OR clauses so far.
+EXPLAIN (COSTS OFF)
+SELECT unique2,stringu1 FROM onek2
+WHERE
+  unique1 IN (1,2,21) AND
+  (stringu1 IN ('A','J') OR unique1 IN (3,4) OR stringu1 = 'J');
+
+-- Check recursive combination of OR and SAOP expressions
+explain (costs off)
+SELECT unique2, stringu1 FROM onek2
+WHERE unique1 < 1 OR (stringu1 = 'A' OR stringu1 = 'J');
+explain (costs off)
+SELECT unique2, stringu1 FROM onek2
+WHERE (unique1 < 1 OR stringu1 IN ('A','J'));
+-- Although SAOP doesn't fit partial indexes fully, we can use anded OR clause
+-- to scan another couple of partial indexes.
+explain (costs off)
+SELECT count(*) FROM onek2
+WHERE stringu1 IN ('B','J') AND (stringu1 = 'A' OR unique1 = 1);
+
+RESET enable_indexscan;
+RESET enable_seqscan;
+
 --
 -- Test some corner cases that have been known to confuse the planner
 --
diff --git a/src/tools/pgindent/typedefs.list b/src/tools/pgindent/typedefs.list
index adae668b37..a1d43283db 100644
--- a/src/tools/pgindent/typedefs.list
+++ b/src/tools/pgindent/typedefs.list
@@ -2138,6 +2138,7 @@ PredIterInfoData
 PredXactList
 PredicateLockData
 PredicateLockTargetType
+PredicatesData
 PrefetchBufferResult
 PrepParallelRestorePtrType
 PrepareStmt
-- 
2.43.0



^ permalink  raw  reply  [nested|flat] 48+ messages in thread

* Re: POC, WIP: OR-clause support for indexes
@ 2024-02-12 08:55  Alena Rybakina <[email protected]>
  parent: Andrei Lepikhov <[email protected]>
  0 siblings, 1 reply; 48+ messages in thread

From: Alena Rybakina @ 2024-02-12 08:55 UTC (permalink / raw)
  To: Andrei Lepikhov <[email protected]>; +Cc: Alexander Korotkov <[email protected]>; Robert Haas <[email protected]>; pgsql-hackers; Peter Geoghegan <[email protected]>; Finnerty, Jim <[email protected]>; Marcos Pegoraro <[email protected]>; [email protected]; Ranier Vilela <[email protected]>; Tomas Vondra <[email protected]>; Peter Eisentraut <[email protected]>; jian he <[email protected]>

Hi!

I can't unnderstand this part of code:

/* Time to generate index paths */

MemSet(&clauseset, 0, sizeof(clauseset));
match_clauses_to_index(root, list_make1(rinfo1), index, &clauseset);

As I understand it, match_clauses_to_index is necessary if you have a 
RestrictInfo (rinfo1) variable, so maybe we should run it after the 
make_restrictonfo procedure, otherwise calling it, I think, is useless.

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


^ permalink  raw  reply  [nested|flat] 48+ messages in thread

* Re: POC, WIP: OR-clause support for indexes
@ 2024-02-12 09:01  Andrei Lepikhov <[email protected]>
  parent: Alena Rybakina <[email protected]>
  0 siblings, 1 reply; 48+ messages in thread

From: Andrei Lepikhov @ 2024-02-12 09:01 UTC (permalink / raw)
  To: Alena Rybakina <[email protected]>; +Cc: Alexander Korotkov <[email protected]>; Robert Haas <[email protected]>; pgsql-hackers; Peter Geoghegan <[email protected]>; Finnerty, Jim <[email protected]>; Marcos Pegoraro <[email protected]>; [email protected]; Ranier Vilela <[email protected]>; Tomas Vondra <[email protected]>; Peter Eisentraut <[email protected]>; jian he <[email protected]>

On 12/2/2024 15:55, Alena Rybakina wrote:
> Hi!
> 
> I can't unnderstand this part of code:
> 
> /* Time to generate index paths */
> 
> MemSet(&clauseset, 0, sizeof(clauseset));
> match_clauses_to_index(root, list_make1(rinfo1), index, &clauseset);
> 
> As I understand it, match_clauses_to_index is necessary if you have a 
> RestrictInfo (rinfo1) variable, so maybe we should run it after the 
> make_restrictonfo procedure, otherwise calling it, I think, is useless.
I think you must explain your note in more detail. Before this call, we 
already called make_restrictinfo() and built rinfo1, haven't we?

-- 
regards,
Andrei Lepikhov
Postgres Professional







^ permalink  raw  reply  [nested|flat] 48+ messages in thread

* Re: POC, WIP: OR-clause support for indexes
@ 2024-02-12 10:51  Alena Rybakina <[email protected]>
  parent: Andrei Lepikhov <[email protected]>
  0 siblings, 1 reply; 48+ messages in thread

From: Alena Rybakina @ 2024-02-12 10:51 UTC (permalink / raw)
  To: Andrei Lepikhov <[email protected]>; +Cc: Alexander Korotkov <[email protected]>; Robert Haas <[email protected]>; pgsql-hackers; Peter Geoghegan <[email protected]>; Finnerty, Jim <[email protected]>; Marcos Pegoraro <[email protected]>; [email protected]; Ranier Vilela <[email protected]>; Tomas Vondra <[email protected]>; Peter Eisentraut <[email protected]>; jian he <[email protected]>

On 12.02.2024 12:01, Andrei Lepikhov wrote:
> On 12/2/2024 15:55, Alena Rybakina wrote:
>> Hi!
>>
>> I can't unnderstand this part of code:
>>
>> /* Time to generate index paths */
>>
>> MemSet(&clauseset, 0, sizeof(clauseset));
>> match_clauses_to_index(root, list_make1(rinfo1), index, &clauseset);
>>
>> As I understand it, match_clauses_to_index is necessary if you have a 
>> RestrictInfo (rinfo1) variable, so maybe we should run it after the 
>> make_restrictonfo procedure, otherwise calling it, I think, is useless.
> I think you must explain your note in more detail. Before this call, 
> we already called make_restrictinfo() and built rinfo1, haven't we?
>
I got it, I think, I was confused by the “else“ block when we can 
process the index, otherwise we move on to the next element.

I think maybe “else“ block of creating restrictinfo with the indexpaths 
list creation should be moved to a separate function or just remove "else"?


I think we need to check that rinfo->clause is not empty, because if it 
is we can miss calling build_paths_for_OR function. We should add it there:

restriction_is_saop_clause(RestrictInfo *restrictinfo)
{
     if (IsA(restrictinfo->clause, ScalarArrayOpExpr))
...


By the way, I think we need to add a check that the clauseset is not 
empty (if (!clauseset.nonempty)) otherwise we could get an error. The 
same check I noticed in build_paths_for_OR function.

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







^ permalink  raw  reply  [nested|flat] 48+ messages in thread

* Re: POC, WIP: OR-clause support for indexes
@ 2024-02-13 00:00  jian he <[email protected]>
  parent: Andrei Lepikhov <[email protected]>
  1 sibling, 1 reply; 48+ messages in thread

From: jian he @ 2024-02-13 00:00 UTC (permalink / raw)
  To: Andrei Lepikhov <[email protected]>; +Cc: Alena Rybakina <[email protected]>; Alexander Korotkov <[email protected]>; Robert Haas <[email protected]>; pgsql-hackers; Peter Geoghegan <[email protected]>; Finnerty, Jim <[email protected]>; Marcos Pegoraro <[email protected]>; [email protected]; Ranier Vilela <[email protected]>; Tomas Vondra <[email protected]>; Peter Eisentraut <[email protected]>

On Thu, Feb 8, 2024 at 1:34 PM Andrei Lepikhov
<[email protected]> wrote:
> A couple of questions:
> 1. As I see, transformAExprIn uses the same logic as we invented but
> allows composite and domain types. Could you add a comment explaining
> why we forbid row types in general, in contrast to the transformAExprIn
> routine?
> 2. Could you provide the tests to check issues covered by the recent (in
> v.15) changes?
>
> Patch 0001-* in the attachment incorporates changes induced by Jian's
> notes from [1].
> Patch 0002-* contains a transformation of the SAOP clause, which allows
> the optimizer to utilize partial indexes if they cover all values in
> this array. Also, it is an answer to Alexander's note [2] on performance
> degradation. This first version may be a bit raw, but I need your
> opinion: Does it resolve the issue?
>

+ newa = makeNode(ArrayExpr);
+ /* array_collid will be set by parse_collate.c */
+ newa->element_typeid = scalar_type;
+ newa->array_typeid = array_type;
+ newa->multidims = false;
+ newa->elements = aexprs;
+ newa->location = -1;

I am confused by the comments `array_collid will be set by
parse_collate.c`, can you further explain it?
if OR expression right arm is not plain Const, but with collation
specification, eg.
`where a  = 'a' collate "C" or a = 'b' collate "C";`

then the rightop is not Const, it will be CollateExpr, it will not be
used in transformation.
---------------------------------------------------------------------------------------------------------------------
Maybe the previous thread mentioned it, but this thread is very long.
after apply
v16-0001-Transform-OR-clause-to-ANY-expressions.patch
and 0002-Teach-generate_bitmap_or_paths-to-build-BitmapOr-pat-20240212.patch
I found a performance degradation case:

drop table if exists test;
create table test as (select (random()*100)::int x, (random()*1000) y
from generate_series(1,1000000) i);
vacuum analyze test;

set enable_or_transformation to off;
explain(timing off, analyze, costs off)
select * from test where (x = 1 or x = 2 or x = 3 or x = 4 or x = 5 or
x = 6 or x = 7 or x = 8 or x = 9 ) \watch i=0.1 c=10
50.887 ms

set enable_or_transformation to on;
explain(timing off, analyze, costs off)
select * from test where (x = 1 or x = 2 or x = 3 or x = 4 or x = 5 or
x = 6 or x = 7 or x = 8 or x = 9 ) \watch i=0.1 c=10
92.001 ms

---------------------------------------------------------------------------------------------------------------------
but for aggregate count(*), it indeed increased the performance:

set enable_or_transformation to off;
explain(timing off, analyze, costs off)
select count(*) from test where (x = 1 or x = 2 or x = 3 or x = 4 or x
= 5 or x = 6 or x = 7 or x = 8 or x = 9 ) \watch i=0.1 c=10
46.818 ms

set enable_or_transformation to on;
explain(timing off, analyze, costs off)
select count(*) from test where (x = 1 or x = 2 or x = 3 or x = 4 or x
= 5 or x = 6 or x = 7 or x = 8 or x = 9 ) \watch i=0.1 c=10
35.376 ms

The time is the last result of the 10 iterations.






^ permalink  raw  reply  [nested|flat] 48+ messages in thread

* Re: POC, WIP: OR-clause support for indexes
@ 2024-02-13 10:03  Andrei Lepikhov <[email protected]>
  parent: jian he <[email protected]>
  0 siblings, 1 reply; 48+ messages in thread

From: Andrei Lepikhov @ 2024-02-13 10:03 UTC (permalink / raw)
  To: jian he <[email protected]>; +Cc: Alena Rybakina <[email protected]>; Alexander Korotkov <[email protected]>; Robert Haas <[email protected]>; pgsql-hackers; Peter Geoghegan <[email protected]>; Finnerty, Jim <[email protected]>; Marcos Pegoraro <[email protected]>; [email protected]; Ranier Vilela <[email protected]>; Tomas Vondra <[email protected]>; Peter Eisentraut <[email protected]>

On 13/2/2024 07:00, jian he wrote:
> + newa = makeNode(ArrayExpr);
> + /* array_collid will be set by parse_collate.c */
> + newa->element_typeid = scalar_type;
> + newa->array_typeid = array_type;
> + newa->multidims = false;
> + newa->elements = aexprs;
> + newa->location = -1;
> 
> I am confused by the comments `array_collid will be set by
> parse_collate.c`, can you further explain it?
I wonder if the second paragraph of comments on commit b310b6e will be 
enough to dive into details.

> if OR expression right arm is not plain Const, but with collation
> specification, eg.
> `where a  = 'a' collate "C" or a = 'b' collate "C";`
> 
> then the rightop is not Const, it will be CollateExpr, it will not be
> used in transformation.
Yes, it is done for simplicity right now. I'm not sure about corner 
cases of merging such expressions.

> 
> set enable_or_transformation to on;
> explain(timing off, analyze, costs off)
> select count(*) from test where (x = 1 or x = 2 or x = 3 or x = 4 or x
> = 5 or x = 6 or x = 7 or x = 8 or x = 9 ) \watch i=0.1 c=10
> 35.376 ms
> 
> The time is the last result of the 10 iterations.
The reason here - parallel workers.
If you see into the plan you will find parallel workers without 
optimization and absence of them in the case of optimization:

Gather  (cost=1000.00..28685.37 rows=87037 width=12)
	(actual rows=90363 loops=1)
    Workers Planned: 2
    Workers Launched: 2
    ->  Parallel Seq Scan on test
          Filter: ((x = 1) OR (x = 2) OR (x = 3) OR (x = 4) OR (x = 5) 
OR (x = 6) OR (x = 7) OR (x = 8) OR (x = 9))

Seq Scan on test  (cost=0.02..20440.02 rows=90600 width=12)
		  (actual rows=90363 loops=1)
    Filter: (x = ANY ('{1,2,3,4,5,6,7,8,9}'::integer[]))

Having 90600 tuples returned we estimate it into 87000 (less precisely) 
without transformation and 90363 (more precisely) with the transformation.
But if you play with parallel_tuple_cost and parallel_setup_cost, you 
will end up having these parallel workers:

  Gather  (cost=0.12..11691.03 rows=90600 width=12)
	 (actual rows=90363 loops=1)
    Workers Planned: 2
    Workers Launched: 2
    ->  Parallel Seq Scan on test
          Filter: (x = ANY ('{1,2,3,4,5,6,7,8,9}'::integer[]))
          Rows Removed by Filter: 303212

And some profit about 25%, on my laptop.
I'm not sure about the origins of such behavior, but it seems to be an 
issue of parallel workers, not this specific optimization.

-- 
regards,
Andrei Lepikhov
Postgres Professional







^ permalink  raw  reply  [nested|flat] 48+ messages in thread

* Re: POC, WIP: OR-clause support for indexes
@ 2024-02-13 10:43  Andrei Lepikhov <[email protected]>
  parent: Alena Rybakina <[email protected]>
  0 siblings, 0 replies; 48+ messages in thread

From: Andrei Lepikhov @ 2024-02-13 10:43 UTC (permalink / raw)
  To: Alena Rybakina <[email protected]>; +Cc: Alexander Korotkov <[email protected]>; Robert Haas <[email protected]>; pgsql-hackers; Peter Geoghegan <[email protected]>; Finnerty, Jim <[email protected]>; Marcos Pegoraro <[email protected]>; [email protected]; Ranier Vilela <[email protected]>; Tomas Vondra <[email protected]>; Peter Eisentraut <[email protected]>; jian he <[email protected]>

On 12/2/2024 17:51, Alena Rybakina wrote:
> On 12.02.2024 12:01, Andrei Lepikhov wrote:
>> On 12/2/2024 15:55, Alena Rybakina wrote:
>>> As I understand it, match_clauses_to_index is necessary if you have a 
>>> RestrictInfo (rinfo1) variable, so maybe we should run it after the 
>>> make_restrictonfo procedure, otherwise calling it, I think, is useless.
>> I think you must explain your note in more detail. Before this call, 
>> we already called make_restrictinfo() and built rinfo1, haven't we?
>>
> I got it, I think, I was confused by the “else“ block when we can 
> process the index, otherwise we move on to the next element.
> 
> I think maybe “else“ block of creating restrictinfo with the indexpaths 
> list creation should be moved to a separate function or just remove "else"?
IMO, it is a matter of taste. But if you are really confused, maybe it 
will make understanding for someone else simpler. So, changed.
> I think we need to check that rinfo->clause is not empty, because if it 
> is we can miss calling build_paths_for_OR function. We should add it there:
> 
> restriction_is_saop_clause(RestrictInfo *restrictinfo)
> {
>      if (IsA(restrictinfo->clause, ScalarArrayOpExpr))
I wonder if we should add here assertion, not NULL check. In what case 
we could get NULL clause here? But added for surety.

> By the way, I think we need to add a check that the clauseset is not 
> empty (if (!clauseset.nonempty)) otherwise we could get an error. The 
> same check I noticed in build_paths_for_OR function.
I don't. Feel free to provide counterexample.

-- 
regards,
Andrei Lepikhov
Postgres Professional

From 2b088a1bd662c614ee491a797d2fcb67e2fb2391 Mon Sep 17 00:00:00 2001
From: "Andrey V. Lepikhov" <[email protected]>
Date: Wed, 24 Jan 2024 14:07:17 +0700
Subject: [PATCH 2/2] Teach generate_bitmap_or_paths to build BitmapOr paths
 over SAOP clauses.

Likewise OR clauses, discover SAOP array and try to split its elements
between smaller sized arrays to fit a set of partial indexes.
---
 src/backend/optimizer/path/indxpath.c     | 301 ++++++++++++++++++----
 src/backend/optimizer/util/predtest.c     |  46 ++++
 src/backend/optimizer/util/restrictinfo.c |  13 +
 src/include/optimizer/optimizer.h         |  16 ++
 src/include/optimizer/restrictinfo.h      |   1 +
 src/test/regress/expected/select.out      | 282 ++++++++++++++++++++
 src/test/regress/sql/select.sql           |  82 ++++++
 src/tools/pgindent/typedefs.list          |   1 +
 8 files changed, 689 insertions(+), 53 deletions(-)

diff --git a/src/backend/optimizer/path/indxpath.c b/src/backend/optimizer/path/indxpath.c
index 32c6a8bbdc..56b04541db 100644
--- a/src/backend/optimizer/path/indxpath.c
+++ b/src/backend/optimizer/path/indxpath.c
@@ -32,6 +32,7 @@
 #include "optimizer/paths.h"
 #include "optimizer/prep.h"
 #include "optimizer/restrictinfo.h"
+#include "utils/array.h"
 #include "utils/lsyscache.h"
 #include "utils/selfuncs.h"
 
@@ -1220,11 +1221,174 @@ build_paths_for_OR(PlannerInfo *root, RelOptInfo *rel,
 	return result;
 }
 
+/*
+ * Building index paths over SAOP clause differs from the logic of OR clauses.
+ * Here we iterate across all the array elements and split them to SAOPs,
+ * corresponding to different indexes. We must match each element to an index.
+ */
+static List *
+build_paths_for_SAOP(PlannerInfo *root, RelOptInfo *rel, RestrictInfo *rinfo,
+					 List *other_clauses)
+{
+	List			   *result = NIL;
+	List			   *predicate_lists = NIL;
+	ListCell		   *lc;
+	PredicatesData	   *pd;
+	ScalarArrayOpExpr  *saop = (ScalarArrayOpExpr *) rinfo->clause;
+
+	Assert(IsA(saop, ScalarArrayOpExpr) && saop->useOr);
+
+	if (!IsA(lsecond(saop->args), Const))
+		/*
+		 * Has it practical outcome to merge arrays which couldn't constantified
+		 * before that step?
+		 */
+		return NIL;
+
+	/* Collect predicates */
+	foreach(lc, rel->indexlist)
+	{
+		IndexOptInfo *index = (IndexOptInfo *) lfirst(lc);
+
+		/* Take into consideration partial indexes supporting bitmap scans */
+		if (!index->amhasgetbitmap || index->indpred == NIL || index->predOK)
+			continue;
+
+		pd = palloc0(sizeof(PredicatesData));
+		pd->id = foreach_current_index(lc);
+		/* The trick with reducing recursion is stolen from predicate_implied_by */
+		pd->predicate = list_length(index->indpred) == 1 ?
+										(Node *) linitial(index->indpred) :
+										(Node *) index->indpred;
+		predicate_lists = lappend(predicate_lists, (void *) pd);
+	}
+
+	/* Split the array data according to index predicates. */
+	if (predicate_lists == NIL ||
+		!saop_covered_by_predicates(saop, predicate_lists))
+		return NIL;
+
+	other_clauses = list_delete_ptr(other_clauses, rinfo);
+
+	/*
+	 * Having incoming SAOP split to set of smaller SAOPs which can be applied
+	 * to partial indexes, generate paths for each one.
+	 */
+	foreach(lc, predicate_lists)
+	{
+		IndexOptInfo	   *index;
+		IndexClauseSet		clauseset;
+		List			   *indexpaths;
+		RestrictInfo	   *rinfo1 = NULL;
+		Expr			   *clause;
+		ArrayType		   *arrayval = NULL;
+		ArrayExpr		   *arr = NULL;
+		Const			   *arrayconst = lsecond_node(Const, saop->args);
+		ScalarArrayOpExpr  *dest = makeNode(ScalarArrayOpExpr);
+
+		pd = (PredicatesData *) lfirst(lc);
+		if (pd->elems == NIL)
+			/* The index doesn't participate in this operation */
+			continue;
+
+		/* Make up new array */
+		arrayval = DatumGetArrayTypeP(arrayconst->constvalue);
+		arr = makeNode(ArrayExpr);
+		arr->array_collid = arrayconst->constcollid;
+		arr->array_typeid = arrayconst->consttype;
+		arr->element_typeid = arrayval->elemtype;
+		arr->elements = pd->elems;
+		arr->location = -1;
+		arr->multidims = false;
+
+		/* Compose new SAOP, partially covering the source one */
+		memcpy(dest, saop, sizeof(ScalarArrayOpExpr));
+		dest->args = list_make2(linitial(saop->args), arr);
+
+		clause = (Expr *) estimate_expression_value(root, (Node *) dest);
+
+		/*
+		 * Create new RestrictInfo. It maybe more heavy than just copy node,
+		 * but remember some internals: the serial number, selectivity
+		 * cache etc.
+		 */
+		rinfo1 = make_restrictinfo(root, clause,
+								   rinfo->is_pushed_down,
+								   rinfo->has_clone,
+								   rinfo->is_clone,
+								   rinfo->pseudoconstant,
+								   rinfo->security_level,
+								   rinfo->required_relids,
+								   rinfo->incompatible_relids,
+								   rinfo->outer_relids);
+
+		index = list_nth(rel->indexlist, pd->id);
+		Assert(predicate_implied_by(index->indpred, list_make1(rinfo1), true));
+
+		/* Excluding partial indexes with predOK we make this statement false */
+		Assert(!predicate_implied_by(index->indpred, other_clauses, false));
+
+		/* Time to generate index paths */
+
+		MemSet(&clauseset, 0, sizeof(clauseset));
+		match_clauses_to_index(root, list_make1(rinfo1), index, &clauseset);
+		match_clauses_to_index(root, other_clauses, index, &clauseset);
+
+		/* Predicate has found already. So, it is ok for the empty match */
+
+		indexpaths = build_index_paths(root, rel,
+									   index, &clauseset,
+									   true,
+									   ST_BITMAPSCAN,
+									   NULL,
+									   NULL);
+		Assert(indexpaths != NIL);
+		result = lappend(result, indexpaths);
+	}
+	return result;
+}
+
+static List *
+generate_saop_pathlist(PlannerInfo *root, RelOptInfo *rel,
+					   RestrictInfo *rinfo, List *all_clauses)
+{
+	List	   *pathlist = NIL;
+	Path	   *bitmapqual;
+	List	   *indlist;
+	ListCell   *lc;
+
+	if (!enable_or_transformation)
+		return NIL;
+
+	/*
+	 * We must be able to match at least one index to each element of
+	 * the array, else we can't use it.
+	 */
+	indlist = build_paths_for_SAOP(root, rel, rinfo, all_clauses);
+	if (indlist == NIL)
+		return NIL;
+
+	/*
+	 * OK, pick the most promising AND combination, and add it to
+	 * pathlist.
+	 */
+	foreach (lc, indlist)
+	{
+		List *plist = lfirst_node(List, lc);
+
+		bitmapqual = choose_bitmap_and(root, rel, plist);
+		pathlist = lappend(pathlist, bitmapqual);
+	}
+
+	return pathlist;
+}
+
 /*
  * generate_bitmap_or_paths
- *		Look through the list of clauses to find OR clauses, and generate
- *		a BitmapOrPath for each one we can handle that way.  Return a list
- *		of the generated BitmapOrPaths.
+ *		Look through the list of clauses to find OR and SAOP clauses, and
+ *		Each saop clause are splitted to be covered by partial indexes.
+ *		generate a BitmapOrPath for each one we can handle that way.
+ *		Return a list of the generated BitmapOrPaths.
  *
  * other_clauses is a list of additional clauses that can be assumed true
  * for the purpose of generating indexquals, but are not to be searched for
@@ -1247,68 +1411,99 @@ generate_bitmap_or_paths(PlannerInfo *root, RelOptInfo *rel,
 	foreach(lc, clauses)
 	{
 		RestrictInfo *rinfo = lfirst_node(RestrictInfo, lc);
-		List	   *pathlist;
+		List	   *pathlist = NIL;
 		Path	   *bitmapqual;
 		ListCell   *j;
 
-		/* Ignore RestrictInfos that aren't ORs */
-		if (!restriction_is_or_clause(rinfo))
+		if (restriction_is_saop_clause(rinfo))
+		{
+			pathlist = generate_saop_pathlist(root, rel, rinfo,
+											  all_clauses);
+		}
+		else if (!restriction_is_or_clause(rinfo))
+			/* Ignore RestrictInfos that aren't ORs */
 			continue;
-
-		/*
-		 * We must be able to match at least one index to each of the arms of
-		 * the OR, else we can't use it.
-		 */
-		pathlist = NIL;
-		foreach(j, ((BoolExpr *) rinfo->orclause)->args)
+		else
 		{
-			Node	   *orarg = (Node *) lfirst(j);
-			List	   *indlist;
-
-			/* OR arguments should be ANDs or sub-RestrictInfos */
-			if (is_andclause(orarg))
+			/*
+			 * We must be able to match at least one index to each of the arms of
+			 * the OR, else we can't use it.
+			 */
+			foreach(j, ((BoolExpr *) rinfo->orclause)->args)
 			{
-				List	   *andargs = ((BoolExpr *) orarg)->args;
+				Node	   *orarg = (Node *) lfirst(j);
+				List	   *indlist;
 
-				indlist = build_paths_for_OR(root, rel,
-											 andargs,
-											 all_clauses);
+				/* OR arguments should be ANDs or sub-RestrictInfos */
+				if (is_andclause(orarg))
+				{
+					List	   *andargs = ((BoolExpr *) orarg)->args;
 
-				/* Recurse in case there are sub-ORs */
-				indlist = list_concat(indlist,
-									  generate_bitmap_or_paths(root, rel,
-															   andargs,
-															   all_clauses));
-			}
-			else
-			{
-				RestrictInfo *ri = castNode(RestrictInfo, orarg);
-				List	   *orargs;
+					indlist = build_paths_for_OR(root, rel,
+												 andargs,
+												 all_clauses);
 
-				Assert(!restriction_is_or_clause(ri));
-				orargs = list_make1(ri);
+					/* Recurse in case there are sub-ORs */
+					indlist = list_concat(indlist,
+										  generate_bitmap_or_paths(root, rel,
+																   andargs,
+																   all_clauses));
+				}
+				else
+				{
+					RestrictInfo *ri = castNode(RestrictInfo, orarg);
+					List	   *orargs;
 
-				indlist = build_paths_for_OR(root, rel,
-											 orargs,
-											 all_clauses);
-			}
+					Assert(!restriction_is_or_clause(ri));
 
-			/*
-			 * If nothing matched this arm, we can't do anything with this OR
-			 * clause.
-			 */
-			if (indlist == NIL)
-			{
-				pathlist = NIL;
-				break;
-			}
+					orargs = list_make1(ri);
 
-			/*
-			 * OK, pick the most promising AND combination, and add it to
-			 * pathlist.
-			 */
-			bitmapqual = choose_bitmap_and(root, rel, indlist);
-			pathlist = lappend(pathlist, bitmapqual);
+					if (restriction_is_saop_clause(ri))
+					{
+						List *paths;
+
+						paths = generate_saop_pathlist(root, rel, ri,
+														 all_clauses);
+
+						if (paths != NIL)
+						{
+							/*
+							 * Add paths to pathlist and immediately jump to the
+							 * next element of the OR clause.
+							 */
+							pathlist = list_concat(pathlist, paths);
+							continue;
+						}
+
+						/*
+						 * Pass down out of this if construction:
+						 * If saop isn't covered by partial indexes, try to
+						 * build scan path for the saop as a whole.
+						 */
+					}
+
+					indlist = build_paths_for_OR(root, rel,
+												 orargs,
+												 all_clauses);
+				}
+
+				/*
+				 * If nothing matched this arm, we can't do anything with this OR
+				 * clause.
+				 */
+				if (indlist == NIL)
+				{
+					pathlist = NIL;
+					break;
+				}
+
+				/*
+				 * OK, pick the most promising AND combination, and add it to
+				 * pathlist.
+				 */
+				bitmapqual = choose_bitmap_and(root, rel, indlist);
+				pathlist = lappend(pathlist, bitmapqual);
+			}
 		}
 
 		/*
diff --git a/src/backend/optimizer/util/predtest.c b/src/backend/optimizer/util/predtest.c
index c37b416e24..8ed80a78b4 100644
--- a/src/backend/optimizer/util/predtest.c
+++ b/src/backend/optimizer/util/predtest.c
@@ -112,6 +112,52 @@ static Oid	get_btree_test_op(Oid pred_op, Oid clause_op, bool refute_it);
 static void InvalidateOprProofCacheCallBack(Datum arg, int cacheid, uint32 hashvalue);
 
 
+/*
+ * Could this ANY () expression can be split into a set of ANYs over partial
+ * indexes? If yes, return these saops in the PredicatesData structure.
+ */
+bool
+saop_covered_by_predicates(ScalarArrayOpExpr *saop, List *predicate_lists)
+{
+	ListCell		   *lc;
+	PredIterInfoData	clause_info;
+	bool				result = false;
+
+	if (predicate_classify((Node *) saop, &clause_info) != CLASS_OR)
+		return false;
+
+	iterate_begin(pitem, (Node *) saop, clause_info)
+	{
+		result = false;
+
+		foreach(lc, predicate_lists)
+		{
+			PredicatesData *pd = (PredicatesData *) lfirst(lc);
+
+			if (!predicate_implied_by_recurse(pitem, pd->predicate, false))
+				continue;
+
+			/* Predicate is found. Add the elem to the saop clause */
+			Assert(IsA(pitem, OpExpr));
+
+			/* Extract constant from the expression */
+			pd->elems = lappend(pd->elems,
+					copyObject(lsecond_node(Const, ((OpExpr *) pitem)->args)));
+			result = true;
+			break;
+		}
+
+		if (!result)
+			/*
+			 * The element doesn't fit any index. Interrupt the process immediately
+			 */
+			break;
+	}
+	iterate_end(clause_info);
+
+	return result;
+}
+
 /*
  * predicate_implied_by
  *	  Recursively checks whether the clauses in clause_list imply that the
diff --git a/src/backend/optimizer/util/restrictinfo.c b/src/backend/optimizer/util/restrictinfo.c
index 0b406e9334..1dad1dc654 100644
--- a/src/backend/optimizer/util/restrictinfo.c
+++ b/src/backend/optimizer/util/restrictinfo.c
@@ -421,6 +421,19 @@ restriction_is_or_clause(RestrictInfo *restrictinfo)
 		return false;
 }
 
+bool
+restriction_is_saop_clause(RestrictInfo *restrictinfo)
+{
+	if (restrictinfo->clause && IsA(restrictinfo->clause, ScalarArrayOpExpr))
+	{
+		ScalarArrayOpExpr *saop = (ScalarArrayOpExpr *) restrictinfo->clause;
+
+		if (saop->useOr)
+			return true;
+	}
+	return false;
+}
+
 /*
  * restriction_is_securely_promotable
  *
diff --git a/src/include/optimizer/optimizer.h b/src/include/optimizer/optimizer.h
index 35ab577501..232afcd00c 100644
--- a/src/include/optimizer/optimizer.h
+++ b/src/include/optimizer/optimizer.h
@@ -160,6 +160,22 @@ extern List *expand_function_arguments(List *args, bool include_out_arguments,
 
 /* in util/predtest.c: */
 
+/*
+ * Contains information needed to extract from saop a set of elements which can
+ * be covered by the partial index:
+ * id - caller's identification of the index.
+ * predicate - predicate expression of the index
+ * elems - returning list of array elements which corresponds to this predicate
+ */
+typedef struct PredicatesData
+{
+	int		id;
+	Node   *predicate;
+	List   *elems;
+} PredicatesData;
+
+extern bool saop_covered_by_predicates(ScalarArrayOpExpr *saop,
+									  List *predicate_lists);
 extern bool predicate_implied_by(List *predicate_list, List *clause_list,
 								 bool weak);
 extern bool predicate_refuted_by(List *predicate_list, List *clause_list,
diff --git a/src/include/optimizer/restrictinfo.h b/src/include/optimizer/restrictinfo.h
index 1b42c832c5..2cd5fbf943 100644
--- a/src/include/optimizer/restrictinfo.h
+++ b/src/include/optimizer/restrictinfo.h
@@ -34,6 +34,7 @@ extern RestrictInfo *make_restrictinfo(PlannerInfo *root,
 									   Relids outer_relids);
 extern RestrictInfo *commute_restrictinfo(RestrictInfo *rinfo, Oid comm_op);
 extern bool restriction_is_or_clause(RestrictInfo *restrictinfo);
+extern bool restriction_is_saop_clause(RestrictInfo *restrictinfo);
 extern bool restriction_is_securely_promotable(RestrictInfo *restrictinfo,
 											   RelOptInfo *rel);
 extern List *get_actual_clauses(List *restrictinfo_list);
diff --git a/src/test/regress/expected/select.out b/src/test/regress/expected/select.out
index 33a6dceb0e..070202b0f0 100644
--- a/src/test/regress/expected/select.out
+++ b/src/test/regress/expected/select.out
@@ -907,6 +907,288 @@ select unique1, unique2 from onek2
        0 |     998
 (2 rows)
 
+SET enable_seqscan TO off;
+SET enable_indexscan TO off; -- Only BitmapScan is a subject matter here
+SET enable_or_transformation = 'off';
+explain (costs off)
+SELECT count(*) FROM onek2 WHERE stringu1 = 'A' OR stringu1 = 'J';
+                                QUERY PLAN                                
+--------------------------------------------------------------------------
+ Aggregate
+   ->  Bitmap Heap Scan on onek2
+         Recheck Cond: ((stringu1 < 'B'::name) OR (stringu1 = 'J'::name))
+         Filter: ((stringu1 = 'A'::name) OR (stringu1 = 'J'::name))
+         ->  BitmapOr
+               ->  Bitmap Index Scan on onek2_u2_prtl
+               ->  Bitmap Index Scan on onek2_stu1_prtl
+                     Index Cond: (stringu1 = 'J'::name)
+(8 rows)
+
+-- Without the transformation only seqscan possible here
+explain (costs off)
+SELECT unique2, stringu1 FROM onek2
+WHERE unique2 < 1 AND stringu1 IN ('A','J') AND stringu1 < 'Z';
+                                         QUERY PLAN                                          
+---------------------------------------------------------------------------------------------
+ Seq Scan on onek2
+   Filter: ((unique2 < 1) AND (stringu1 = ANY ('{A,J}'::name[])) AND (stringu1 < 'Z'::name))
+(2 rows)
+
+-- Use partial indexes
+explain (costs off)
+SELECT count(*) FROM onek2
+WHERE stringu1 IN ('B','J') AND (stringu1 = 'A' OR unique1 = 1);
+                                             QUERY PLAN                                             
+----------------------------------------------------------------------------------------------------
+ Aggregate
+   ->  Bitmap Heap Scan on onek2
+         Recheck Cond: ((stringu1 < 'B'::name) OR (unique1 = 1))
+         Filter: ((stringu1 = ANY ('{B,J}'::name[])) AND ((stringu1 = 'A'::name) OR (unique1 = 1)))
+         ->  BitmapOr
+               ->  Bitmap Index Scan on onek2_u2_prtl
+               ->  Bitmap Index Scan on onek2_u1_prtl
+                     Index Cond: (unique1 = 1)
+(8 rows)
+
+explain (costs off)
+SELECT unique2, stringu1 FROM onek2
+WHERE unique1 < 1 OR (stringu1 = 'A' OR stringu1 = 'J');
+                                     QUERY PLAN                                      
+-------------------------------------------------------------------------------------
+ Bitmap Heap Scan on onek2
+   Recheck Cond: ((unique1 < 1) OR (stringu1 < 'B'::name) OR (stringu1 = 'J'::name))
+   Filter: ((unique1 < 1) OR (stringu1 = 'A'::name) OR (stringu1 = 'J'::name))
+   ->  BitmapOr
+         ->  Bitmap Index Scan on onek2_u1_prtl
+               Index Cond: (unique1 < 1)
+         ->  Bitmap Index Scan on onek2_u2_prtl
+         ->  Bitmap Index Scan on onek2_stu1_prtl
+               Index Cond: (stringu1 = 'J'::name)
+(9 rows)
+
+explain (costs off)
+SELECT unique2, stringu1 FROM onek2
+WHERE unique1 = 1 OR unique2 = PI()::integer;
+                 QUERY PLAN                 
+--------------------------------------------
+ Seq Scan on onek2
+   Filter: ((unique1 = 1) OR (unique2 = 3))
+(2 rows)
+
+RESET enable_or_transformation;
+-- OR <-> ANY transformation must find a path with partial indexes scan
+-- regardless the clause representation.
+explain (costs off)
+SELECT count(*) FROM onek2 WHERE stringu1 = 'A' OR stringu1 = 'J';
+                                     QUERY PLAN                                     
+------------------------------------------------------------------------------------
+ Aggregate
+   ->  Bitmap Heap Scan on onek2
+         Recheck Cond: ((stringu1 = ANY ('{J}'::name[])) OR (stringu1 < 'B'::name))
+         Filter: (stringu1 = ANY ('{A,J}'::name[]))
+         ->  BitmapOr
+               ->  Bitmap Index Scan on onek2_stu1_prtl
+                     Index Cond: (stringu1 = ANY ('{J}'::name[]))
+               ->  Bitmap Index Scan on onek2_u2_prtl
+(8 rows)
+
+explain (costs off)
+SELECT count(*) FROM onek2 WHERE stringu1 IN ('A','J');
+                                     QUERY PLAN                                     
+------------------------------------------------------------------------------------
+ Aggregate
+   ->  Bitmap Heap Scan on onek2
+         Recheck Cond: ((stringu1 = ANY ('{J}'::name[])) OR (stringu1 < 'B'::name))
+         Filter: (stringu1 = ANY ('{A,J}'::name[]))
+         ->  BitmapOr
+               ->  Bitmap Index Scan on onek2_stu1_prtl
+                     Index Cond: (stringu1 = ANY ('{J}'::name[]))
+               ->  Bitmap Index Scan on onek2_u2_prtl
+(8 rows)
+
+explain (costs off)
+SELECT count(*) FROM onek2 WHERE stringu1 = ANY ('{A,J}');
+                                     QUERY PLAN                                     
+------------------------------------------------------------------------------------
+ Aggregate
+   ->  Bitmap Heap Scan on onek2
+         Recheck Cond: ((stringu1 = ANY ('{J}'::name[])) OR (stringu1 < 'B'::name))
+         Filter: (stringu1 = ANY ('{A,J}'::name[]))
+         ->  BitmapOr
+               ->  Bitmap Index Scan on onek2_stu1_prtl
+                     Index Cond: (stringu1 = ANY ('{J}'::name[]))
+               ->  Bitmap Index Scan on onek2_u2_prtl
+(8 rows)
+
+explain (costs off)
+SELECT count(*) FROM onek2 WHERE stringu1 IN ('A') OR stringu1 IN ('J');
+                                     QUERY PLAN                                     
+------------------------------------------------------------------------------------
+ Aggregate
+   ->  Bitmap Heap Scan on onek2
+         Recheck Cond: ((stringu1 = ANY ('{J}'::name[])) OR (stringu1 < 'B'::name))
+         Filter: (stringu1 = ANY ('{A,J}'::name[]))
+         ->  BitmapOr
+               ->  Bitmap Index Scan on onek2_stu1_prtl
+                     Index Cond: (stringu1 = ANY ('{J}'::name[]))
+               ->  Bitmap Index Scan on onek2_u2_prtl
+(8 rows)
+
+-- Don't scan partial indexes because of extra value.
+explain (costs off)
+SELECT count(*) FROM onek2 WHERE stringu1 IN ('A', 'J', 'C');
+                      QUERY PLAN                      
+------------------------------------------------------
+ Aggregate
+   ->  Seq Scan on onek2
+         Filter: (stringu1 = ANY ('{A,J,C}'::name[]))
+(3 rows)
+
+explain (costs off)
+SELECT unique2 FROM onek2
+WHERE stringu1 IN ('A', 'A') AND (stringu1 = 'A' OR stringu1 = 'A');
+                                      QUERY PLAN                                       
+---------------------------------------------------------------------------------------
+ Bitmap Heap Scan on onek2
+   Recheck Cond: (stringu1 < 'B'::name)
+   Filter: ((stringu1 = ANY ('{A,A}'::name[])) AND (stringu1 = ANY ('{A,A}'::name[])))
+   ->  Bitmap Index Scan on onek2_u2_prtl
+(4 rows)
+
+explain (costs off)
+SELECT unique2, stringu1 FROM onek2
+WHERE unique2 < 1 AND stringu1 IN ('A','J') AND stringu1 < 'Z';
+                                                          QUERY PLAN                                                           
+-------------------------------------------------------------------------------------------------------------------------------
+ Bitmap Heap Scan on onek2
+   Recheck Cond: (((stringu1 = ANY ('{J}'::name[])) AND (stringu1 < 'Z'::name)) OR ((unique2 < 1) AND (stringu1 < 'B'::name)))
+   Filter: ((unique2 < 1) AND (stringu1 = ANY ('{A,J}'::name[])))
+   ->  BitmapOr
+         ->  Bitmap Index Scan on onek2_stu1_prtl
+               Index Cond: ((stringu1 = ANY ('{J}'::name[])) AND (stringu1 < 'Z'::name))
+         ->  Bitmap Index Scan on onek2_u2_prtl
+               Index Cond: (unique2 < 1)
+(8 rows)
+
+explain (costs off)
+SELECT unique2, stringu1 FROM onek2
+WHERE unique1 = 1 OR unique1 = PI()::integer;
+                    QUERY PLAN                    
+--------------------------------------------------
+ Bitmap Heap Scan on onek2
+   Recheck Cond: ((unique1 = 3) OR (unique1 = 1))
+   ->  BitmapOr
+         ->  Bitmap Index Scan on onek2_u1_prtl
+               Index Cond: (unique1 = 3)
+         ->  Bitmap Index Scan on onek2_u1_prtl
+               Index Cond: (unique1 = 1)
+(7 rows)
+
+explain (costs off)
+SELECT unique2, stringu1 FROM onek2
+WHERE unique1 IN (1, PI()::integer); -- TODO: why it is differs from previous example?
+                        QUERY PLAN                        
+----------------------------------------------------------
+ Bitmap Heap Scan on onek2
+   Recheck Cond: (unique1 = ANY ('{1,3}'::integer[]))
+   ->  Bitmap Index Scan on onek2_u1_prtl
+         Index Cond: (unique1 = ANY ('{1,3}'::integer[]))
+(4 rows)
+
+-- Don't apply the optimization to clauses, containing volatile functions
+EXPLAIN (COSTS OFF)
+SELECT unique2,stringu1 FROM onek2
+WHERE unique1 = (random()*2)::integer OR unique1 = (random()*3)::integer;
+                                                             QUERY PLAN                                                             
+------------------------------------------------------------------------------------------------------------------------------------
+ Seq Scan on onek2
+   Filter: ((unique1 = ((random() * '2'::double precision))::integer) OR (unique1 = ((random() * '3'::double precision))::integer))
+(2 rows)
+
+EXPLAIN (COSTS OFF)
+SELECT unique2,stringu1 FROM onek2
+WHERE unique1 IN ((random()*2)::integer, (random()*3)::integer);
+                                                           QUERY PLAN                                                            
+---------------------------------------------------------------------------------------------------------------------------------
+ Seq Scan on onek2
+   Filter: (unique1 = ANY (ARRAY[((random() * '2'::double precision))::integer, ((random() * '3'::double precision))::integer]))
+(2 rows)
+
+-- Combine different saops. Soe of them doesnt' fit a set of partial indexes,
+-- but other fits.
+-- Unfortunately, we don't combine saop and OR clauses so far.
+EXPLAIN (COSTS OFF)
+SELECT unique2,stringu1 FROM onek2
+WHERE
+  unique1 IN (1,2,21) AND
+  (stringu1 IN ('A','J') OR unique1 IN (3,4) OR stringu1 = 'J');
+                                                                                          QUERY PLAN                                                                                          
+----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
+ Bitmap Heap Scan on onek2
+   Recheck Cond: ((stringu1 = ANY ('{J}'::name[])) OR (stringu1 < 'B'::name) OR ((unique1 = ANY ('{3,4}'::integer[])) AND (unique1 = ANY ('{1,2,21}'::integer[]))) OR (stringu1 = 'J'::name))
+   Filter: ((unique1 = ANY ('{1,2,21}'::integer[])) AND ((stringu1 = ANY ('{A,J}'::name[])) OR (unique1 = ANY ('{3,4}'::integer[])) OR (stringu1 = 'J'::name)))
+   ->  BitmapOr
+         ->  Bitmap Index Scan on onek2_stu1_prtl
+               Index Cond: (stringu1 = ANY ('{J}'::name[]))
+         ->  Bitmap Index Scan on onek2_u2_prtl
+         ->  Bitmap Index Scan on onek2_u1_prtl
+               Index Cond: ((unique1 = ANY ('{3,4}'::integer[])) AND (unique1 = ANY ('{1,2,21}'::integer[])))
+         ->  Bitmap Index Scan on onek2_stu1_prtl
+               Index Cond: (stringu1 = 'J'::name)
+(11 rows)
+
+-- Check recursive combination of OR and SAOP expressions
+explain (costs off)
+SELECT unique2, stringu1 FROM onek2
+WHERE unique1 < 1 OR (stringu1 = 'A' OR stringu1 = 'J');
+                                          QUERY PLAN                                           
+-----------------------------------------------------------------------------------------------
+ Bitmap Heap Scan on onek2
+   Recheck Cond: ((stringu1 = ANY ('{J}'::name[])) OR (stringu1 < 'B'::name) OR (unique1 < 1))
+   Filter: ((stringu1 = ANY ('{A,J}'::name[])) OR (unique1 < 1))
+   ->  BitmapOr
+         ->  Bitmap Index Scan on onek2_stu1_prtl
+               Index Cond: (stringu1 = ANY ('{J}'::name[]))
+         ->  Bitmap Index Scan on onek2_u2_prtl
+         ->  Bitmap Index Scan on onek2_u1_prtl
+               Index Cond: (unique1 < 1)
+(9 rows)
+
+explain (costs off)
+SELECT unique2, stringu1 FROM onek2
+WHERE (unique1 < 1 OR stringu1 IN ('A','J'));
+                                          QUERY PLAN                                           
+-----------------------------------------------------------------------------------------------
+ Bitmap Heap Scan on onek2
+   Recheck Cond: ((stringu1 = ANY ('{J}'::name[])) OR (stringu1 < 'B'::name) OR (unique1 < 1))
+   Filter: ((stringu1 = ANY ('{A,J}'::name[])) OR (unique1 < 1))
+   ->  BitmapOr
+         ->  Bitmap Index Scan on onek2_stu1_prtl
+               Index Cond: (stringu1 = ANY ('{J}'::name[]))
+         ->  Bitmap Index Scan on onek2_u2_prtl
+         ->  Bitmap Index Scan on onek2_u1_prtl
+               Index Cond: (unique1 < 1)
+(9 rows)
+
+-- Although SAOP doesn't fit partial indexes fully, we can use anded OR clause
+-- to scan another couple of partial indexes.
+explain (costs off)
+SELECT count(*) FROM onek2
+WHERE stringu1 IN ('B','J') AND (stringu1 = 'A' OR unique1 = 1);
+                                             QUERY PLAN                                             
+----------------------------------------------------------------------------------------------------
+ Aggregate
+   ->  Bitmap Heap Scan on onek2
+         Recheck Cond: ((stringu1 < 'B'::name) OR (unique1 = 1))
+         Filter: ((stringu1 = ANY ('{B,J}'::name[])) AND ((stringu1 = 'A'::name) OR (unique1 = 1)))
+         ->  BitmapOr
+               ->  Bitmap Index Scan on onek2_u2_prtl
+               ->  Bitmap Index Scan on onek2_u1_prtl
+                     Index Cond: (unique1 = 1)
+(8 rows)
+
+RESET enable_indexscan;
+RESET enable_seqscan;
 --
 -- Test some corner cases that have been known to confuse the planner
 --
diff --git a/src/test/regress/sql/select.sql b/src/test/regress/sql/select.sql
index 019f1e7673..0e650a2301 100644
--- a/src/test/regress/sql/select.sql
+++ b/src/test/regress/sql/select.sql
@@ -234,6 +234,88 @@ select unique1, unique2 from onek2
 select unique1, unique2 from onek2
   where (unique2 = 11 and stringu1 < 'B') or unique1 = 0;
 
+SET enable_seqscan TO off;
+SET enable_indexscan TO off; -- Only BitmapScan is a subject matter here
+SET enable_or_transformation = 'off';
+explain (costs off)
+SELECT count(*) FROM onek2 WHERE stringu1 = 'A' OR stringu1 = 'J';
+-- Without the transformation only seqscan possible here
+explain (costs off)
+SELECT unique2, stringu1 FROM onek2
+WHERE unique2 < 1 AND stringu1 IN ('A','J') AND stringu1 < 'Z';
+-- Use partial indexes
+explain (costs off)
+SELECT count(*) FROM onek2
+WHERE stringu1 IN ('B','J') AND (stringu1 = 'A' OR unique1 = 1);
+explain (costs off)
+SELECT unique2, stringu1 FROM onek2
+WHERE unique1 < 1 OR (stringu1 = 'A' OR stringu1 = 'J');
+explain (costs off)
+SELECT unique2, stringu1 FROM onek2
+WHERE unique1 = 1 OR unique2 = PI()::integer;
+RESET enable_or_transformation;
+
+-- OR <-> ANY transformation must find a path with partial indexes scan
+-- regardless the clause representation.
+explain (costs off)
+SELECT count(*) FROM onek2 WHERE stringu1 = 'A' OR stringu1 = 'J';
+explain (costs off)
+SELECT count(*) FROM onek2 WHERE stringu1 IN ('A','J');
+explain (costs off)
+SELECT count(*) FROM onek2 WHERE stringu1 = ANY ('{A,J}');
+explain (costs off)
+SELECT count(*) FROM onek2 WHERE stringu1 IN ('A') OR stringu1 IN ('J');
+
+-- Don't scan partial indexes because of extra value.
+explain (costs off)
+SELECT count(*) FROM onek2 WHERE stringu1 IN ('A', 'J', 'C');
+explain (costs off)
+SELECT unique2 FROM onek2
+WHERE stringu1 IN ('A', 'A') AND (stringu1 = 'A' OR stringu1 = 'A');
+
+explain (costs off)
+SELECT unique2, stringu1 FROM onek2
+WHERE unique2 < 1 AND stringu1 IN ('A','J') AND stringu1 < 'Z';
+explain (costs off)
+SELECT unique2, stringu1 FROM onek2
+WHERE unique1 = 1 OR unique1 = PI()::integer;
+explain (costs off)
+SELECT unique2, stringu1 FROM onek2
+WHERE unique1 IN (1, PI()::integer); -- TODO: why it is differs from previous example?
+
+-- Don't apply the optimization to clauses, containing volatile functions
+EXPLAIN (COSTS OFF)
+SELECT unique2,stringu1 FROM onek2
+WHERE unique1 = (random()*2)::integer OR unique1 = (random()*3)::integer;
+EXPLAIN (COSTS OFF)
+SELECT unique2,stringu1 FROM onek2
+WHERE unique1 IN ((random()*2)::integer, (random()*3)::integer);
+
+-- Combine different saops. Soe of them doesnt' fit a set of partial indexes,
+-- but other fits.
+-- Unfortunately, we don't combine saop and OR clauses so far.
+EXPLAIN (COSTS OFF)
+SELECT unique2,stringu1 FROM onek2
+WHERE
+  unique1 IN (1,2,21) AND
+  (stringu1 IN ('A','J') OR unique1 IN (3,4) OR stringu1 = 'J');
+
+-- Check recursive combination of OR and SAOP expressions
+explain (costs off)
+SELECT unique2, stringu1 FROM onek2
+WHERE unique1 < 1 OR (stringu1 = 'A' OR stringu1 = 'J');
+explain (costs off)
+SELECT unique2, stringu1 FROM onek2
+WHERE (unique1 < 1 OR stringu1 IN ('A','J'));
+-- Although SAOP doesn't fit partial indexes fully, we can use anded OR clause
+-- to scan another couple of partial indexes.
+explain (costs off)
+SELECT count(*) FROM onek2
+WHERE stringu1 IN ('B','J') AND (stringu1 = 'A' OR unique1 = 1);
+
+RESET enable_indexscan;
+RESET enable_seqscan;
+
 --
 -- Test some corner cases that have been known to confuse the planner
 --
diff --git a/src/tools/pgindent/typedefs.list b/src/tools/pgindent/typedefs.list
index adae668b37..a1d43283db 100644
--- a/src/tools/pgindent/typedefs.list
+++ b/src/tools/pgindent/typedefs.list
@@ -2138,6 +2138,7 @@ PredIterInfoData
 PredXactList
 PredicateLockData
 PredicateLockTargetType
+PredicatesData
 PrefetchBufferResult
 PrepParallelRestorePtrType
 PrepareStmt
-- 
2.43.0



Attachments:

  [text/plain] 0002-Teach-generate_bitmap_or_paths-to-build-BitmapOr-pat-20240213.patch (32.2K, ../../[email protected]/2-0002-Teach-generate_bitmap_or_paths-to-build-BitmapOr-pat-20240213.patch)
  download | inline diff:
From 2b088a1bd662c614ee491a797d2fcb67e2fb2391 Mon Sep 17 00:00:00 2001
From: "Andrey V. Lepikhov" <[email protected]>
Date: Wed, 24 Jan 2024 14:07:17 +0700
Subject: [PATCH 2/2] Teach generate_bitmap_or_paths to build BitmapOr paths
 over SAOP clauses.

Likewise OR clauses, discover SAOP array and try to split its elements
between smaller sized arrays to fit a set of partial indexes.
---
 src/backend/optimizer/path/indxpath.c     | 301 ++++++++++++++++++----
 src/backend/optimizer/util/predtest.c     |  46 ++++
 src/backend/optimizer/util/restrictinfo.c |  13 +
 src/include/optimizer/optimizer.h         |  16 ++
 src/include/optimizer/restrictinfo.h      |   1 +
 src/test/regress/expected/select.out      | 282 ++++++++++++++++++++
 src/test/regress/sql/select.sql           |  82 ++++++
 src/tools/pgindent/typedefs.list          |   1 +
 8 files changed, 689 insertions(+), 53 deletions(-)

diff --git a/src/backend/optimizer/path/indxpath.c b/src/backend/optimizer/path/indxpath.c
index 32c6a8bbdc..56b04541db 100644
--- a/src/backend/optimizer/path/indxpath.c
+++ b/src/backend/optimizer/path/indxpath.c
@@ -32,6 +32,7 @@
 #include "optimizer/paths.h"
 #include "optimizer/prep.h"
 #include "optimizer/restrictinfo.h"
+#include "utils/array.h"
 #include "utils/lsyscache.h"
 #include "utils/selfuncs.h"
 
@@ -1220,11 +1221,174 @@ build_paths_for_OR(PlannerInfo *root, RelOptInfo *rel,
 	return result;
 }
 
+/*
+ * Building index paths over SAOP clause differs from the logic of OR clauses.
+ * Here we iterate across all the array elements and split them to SAOPs,
+ * corresponding to different indexes. We must match each element to an index.
+ */
+static List *
+build_paths_for_SAOP(PlannerInfo *root, RelOptInfo *rel, RestrictInfo *rinfo,
+					 List *other_clauses)
+{
+	List			   *result = NIL;
+	List			   *predicate_lists = NIL;
+	ListCell		   *lc;
+	PredicatesData	   *pd;
+	ScalarArrayOpExpr  *saop = (ScalarArrayOpExpr *) rinfo->clause;
+
+	Assert(IsA(saop, ScalarArrayOpExpr) && saop->useOr);
+
+	if (!IsA(lsecond(saop->args), Const))
+		/*
+		 * Has it practical outcome to merge arrays which couldn't constantified
+		 * before that step?
+		 */
+		return NIL;
+
+	/* Collect predicates */
+	foreach(lc, rel->indexlist)
+	{
+		IndexOptInfo *index = (IndexOptInfo *) lfirst(lc);
+
+		/* Take into consideration partial indexes supporting bitmap scans */
+		if (!index->amhasgetbitmap || index->indpred == NIL || index->predOK)
+			continue;
+
+		pd = palloc0(sizeof(PredicatesData));
+		pd->id = foreach_current_index(lc);
+		/* The trick with reducing recursion is stolen from predicate_implied_by */
+		pd->predicate = list_length(index->indpred) == 1 ?
+										(Node *) linitial(index->indpred) :
+										(Node *) index->indpred;
+		predicate_lists = lappend(predicate_lists, (void *) pd);
+	}
+
+	/* Split the array data according to index predicates. */
+	if (predicate_lists == NIL ||
+		!saop_covered_by_predicates(saop, predicate_lists))
+		return NIL;
+
+	other_clauses = list_delete_ptr(other_clauses, rinfo);
+
+	/*
+	 * Having incoming SAOP split to set of smaller SAOPs which can be applied
+	 * to partial indexes, generate paths for each one.
+	 */
+	foreach(lc, predicate_lists)
+	{
+		IndexOptInfo	   *index;
+		IndexClauseSet		clauseset;
+		List			   *indexpaths;
+		RestrictInfo	   *rinfo1 = NULL;
+		Expr			   *clause;
+		ArrayType		   *arrayval = NULL;
+		ArrayExpr		   *arr = NULL;
+		Const			   *arrayconst = lsecond_node(Const, saop->args);
+		ScalarArrayOpExpr  *dest = makeNode(ScalarArrayOpExpr);
+
+		pd = (PredicatesData *) lfirst(lc);
+		if (pd->elems == NIL)
+			/* The index doesn't participate in this operation */
+			continue;
+
+		/* Make up new array */
+		arrayval = DatumGetArrayTypeP(arrayconst->constvalue);
+		arr = makeNode(ArrayExpr);
+		arr->array_collid = arrayconst->constcollid;
+		arr->array_typeid = arrayconst->consttype;
+		arr->element_typeid = arrayval->elemtype;
+		arr->elements = pd->elems;
+		arr->location = -1;
+		arr->multidims = false;
+
+		/* Compose new SAOP, partially covering the source one */
+		memcpy(dest, saop, sizeof(ScalarArrayOpExpr));
+		dest->args = list_make2(linitial(saop->args), arr);
+
+		clause = (Expr *) estimate_expression_value(root, (Node *) dest);
+
+		/*
+		 * Create new RestrictInfo. It maybe more heavy than just copy node,
+		 * but remember some internals: the serial number, selectivity
+		 * cache etc.
+		 */
+		rinfo1 = make_restrictinfo(root, clause,
+								   rinfo->is_pushed_down,
+								   rinfo->has_clone,
+								   rinfo->is_clone,
+								   rinfo->pseudoconstant,
+								   rinfo->security_level,
+								   rinfo->required_relids,
+								   rinfo->incompatible_relids,
+								   rinfo->outer_relids);
+
+		index = list_nth(rel->indexlist, pd->id);
+		Assert(predicate_implied_by(index->indpred, list_make1(rinfo1), true));
+
+		/* Excluding partial indexes with predOK we make this statement false */
+		Assert(!predicate_implied_by(index->indpred, other_clauses, false));
+
+		/* Time to generate index paths */
+
+		MemSet(&clauseset, 0, sizeof(clauseset));
+		match_clauses_to_index(root, list_make1(rinfo1), index, &clauseset);
+		match_clauses_to_index(root, other_clauses, index, &clauseset);
+
+		/* Predicate has found already. So, it is ok for the empty match */
+
+		indexpaths = build_index_paths(root, rel,
+									   index, &clauseset,
+									   true,
+									   ST_BITMAPSCAN,
+									   NULL,
+									   NULL);
+		Assert(indexpaths != NIL);
+		result = lappend(result, indexpaths);
+	}
+	return result;
+}
+
+static List *
+generate_saop_pathlist(PlannerInfo *root, RelOptInfo *rel,
+					   RestrictInfo *rinfo, List *all_clauses)
+{
+	List	   *pathlist = NIL;
+	Path	   *bitmapqual;
+	List	   *indlist;
+	ListCell   *lc;
+
+	if (!enable_or_transformation)
+		return NIL;
+
+	/*
+	 * We must be able to match at least one index to each element of
+	 * the array, else we can't use it.
+	 */
+	indlist = build_paths_for_SAOP(root, rel, rinfo, all_clauses);
+	if (indlist == NIL)
+		return NIL;
+
+	/*
+	 * OK, pick the most promising AND combination, and add it to
+	 * pathlist.
+	 */
+	foreach (lc, indlist)
+	{
+		List *plist = lfirst_node(List, lc);
+
+		bitmapqual = choose_bitmap_and(root, rel, plist);
+		pathlist = lappend(pathlist, bitmapqual);
+	}
+
+	return pathlist;
+}
+
 /*
  * generate_bitmap_or_paths
- *		Look through the list of clauses to find OR clauses, and generate
- *		a BitmapOrPath for each one we can handle that way.  Return a list
- *		of the generated BitmapOrPaths.
+ *		Look through the list of clauses to find OR and SAOP clauses, and
+ *		Each saop clause are splitted to be covered by partial indexes.
+ *		generate a BitmapOrPath for each one we can handle that way.
+ *		Return a list of the generated BitmapOrPaths.
  *
  * other_clauses is a list of additional clauses that can be assumed true
  * for the purpose of generating indexquals, but are not to be searched for
@@ -1247,68 +1411,99 @@ generate_bitmap_or_paths(PlannerInfo *root, RelOptInfo *rel,
 	foreach(lc, clauses)
 	{
 		RestrictInfo *rinfo = lfirst_node(RestrictInfo, lc);
-		List	   *pathlist;
+		List	   *pathlist = NIL;
 		Path	   *bitmapqual;
 		ListCell   *j;
 
-		/* Ignore RestrictInfos that aren't ORs */
-		if (!restriction_is_or_clause(rinfo))
+		if (restriction_is_saop_clause(rinfo))
+		{
+			pathlist = generate_saop_pathlist(root, rel, rinfo,
+											  all_clauses);
+		}
+		else if (!restriction_is_or_clause(rinfo))
+			/* Ignore RestrictInfos that aren't ORs */
 			continue;
-
-		/*
-		 * We must be able to match at least one index to each of the arms of
-		 * the OR, else we can't use it.
-		 */
-		pathlist = NIL;
-		foreach(j, ((BoolExpr *) rinfo->orclause)->args)
+		else
 		{
-			Node	   *orarg = (Node *) lfirst(j);
-			List	   *indlist;
-
-			/* OR arguments should be ANDs or sub-RestrictInfos */
-			if (is_andclause(orarg))
+			/*
+			 * We must be able to match at least one index to each of the arms of
+			 * the OR, else we can't use it.
+			 */
+			foreach(j, ((BoolExpr *) rinfo->orclause)->args)
 			{
-				List	   *andargs = ((BoolExpr *) orarg)->args;
+				Node	   *orarg = (Node *) lfirst(j);
+				List	   *indlist;
 
-				indlist = build_paths_for_OR(root, rel,
-											 andargs,
-											 all_clauses);
+				/* OR arguments should be ANDs or sub-RestrictInfos */
+				if (is_andclause(orarg))
+				{
+					List	   *andargs = ((BoolExpr *) orarg)->args;
 
-				/* Recurse in case there are sub-ORs */
-				indlist = list_concat(indlist,
-									  generate_bitmap_or_paths(root, rel,
-															   andargs,
-															   all_clauses));
-			}
-			else
-			{
-				RestrictInfo *ri = castNode(RestrictInfo, orarg);
-				List	   *orargs;
+					indlist = build_paths_for_OR(root, rel,
+												 andargs,
+												 all_clauses);
 
-				Assert(!restriction_is_or_clause(ri));
-				orargs = list_make1(ri);
+					/* Recurse in case there are sub-ORs */
+					indlist = list_concat(indlist,
+										  generate_bitmap_or_paths(root, rel,
+																   andargs,
+																   all_clauses));
+				}
+				else
+				{
+					RestrictInfo *ri = castNode(RestrictInfo, orarg);
+					List	   *orargs;
 
-				indlist = build_paths_for_OR(root, rel,
-											 orargs,
-											 all_clauses);
-			}
+					Assert(!restriction_is_or_clause(ri));
 
-			/*
-			 * If nothing matched this arm, we can't do anything with this OR
-			 * clause.
-			 */
-			if (indlist == NIL)
-			{
-				pathlist = NIL;
-				break;
-			}
+					orargs = list_make1(ri);
 
-			/*
-			 * OK, pick the most promising AND combination, and add it to
-			 * pathlist.
-			 */
-			bitmapqual = choose_bitmap_and(root, rel, indlist);
-			pathlist = lappend(pathlist, bitmapqual);
+					if (restriction_is_saop_clause(ri))
+					{
+						List *paths;
+
+						paths = generate_saop_pathlist(root, rel, ri,
+														 all_clauses);
+
+						if (paths != NIL)
+						{
+							/*
+							 * Add paths to pathlist and immediately jump to the
+							 * next element of the OR clause.
+							 */
+							pathlist = list_concat(pathlist, paths);
+							continue;
+						}
+
+						/*
+						 * Pass down out of this if construction:
+						 * If saop isn't covered by partial indexes, try to
+						 * build scan path for the saop as a whole.
+						 */
+					}
+
+					indlist = build_paths_for_OR(root, rel,
+												 orargs,
+												 all_clauses);
+				}
+
+				/*
+				 * If nothing matched this arm, we can't do anything with this OR
+				 * clause.
+				 */
+				if (indlist == NIL)
+				{
+					pathlist = NIL;
+					break;
+				}
+
+				/*
+				 * OK, pick the most promising AND combination, and add it to
+				 * pathlist.
+				 */
+				bitmapqual = choose_bitmap_and(root, rel, indlist);
+				pathlist = lappend(pathlist, bitmapqual);
+			}
 		}
 
 		/*
diff --git a/src/backend/optimizer/util/predtest.c b/src/backend/optimizer/util/predtest.c
index c37b416e24..8ed80a78b4 100644
--- a/src/backend/optimizer/util/predtest.c
+++ b/src/backend/optimizer/util/predtest.c
@@ -112,6 +112,52 @@ static Oid	get_btree_test_op(Oid pred_op, Oid clause_op, bool refute_it);
 static void InvalidateOprProofCacheCallBack(Datum arg, int cacheid, uint32 hashvalue);
 
 
+/*
+ * Could this ANY () expression can be split into a set of ANYs over partial
+ * indexes? If yes, return these saops in the PredicatesData structure.
+ */
+bool
+saop_covered_by_predicates(ScalarArrayOpExpr *saop, List *predicate_lists)
+{
+	ListCell		   *lc;
+	PredIterInfoData	clause_info;
+	bool				result = false;
+
+	if (predicate_classify((Node *) saop, &clause_info) != CLASS_OR)
+		return false;
+
+	iterate_begin(pitem, (Node *) saop, clause_info)
+	{
+		result = false;
+
+		foreach(lc, predicate_lists)
+		{
+			PredicatesData *pd = (PredicatesData *) lfirst(lc);
+
+			if (!predicate_implied_by_recurse(pitem, pd->predicate, false))
+				continue;
+
+			/* Predicate is found. Add the elem to the saop clause */
+			Assert(IsA(pitem, OpExpr));
+
+			/* Extract constant from the expression */
+			pd->elems = lappend(pd->elems,
+					copyObject(lsecond_node(Const, ((OpExpr *) pitem)->args)));
+			result = true;
+			break;
+		}
+
+		if (!result)
+			/*
+			 * The element doesn't fit any index. Interrupt the process immediately
+			 */
+			break;
+	}
+	iterate_end(clause_info);
+
+	return result;
+}
+
 /*
  * predicate_implied_by
  *	  Recursively checks whether the clauses in clause_list imply that the
diff --git a/src/backend/optimizer/util/restrictinfo.c b/src/backend/optimizer/util/restrictinfo.c
index 0b406e9334..1dad1dc654 100644
--- a/src/backend/optimizer/util/restrictinfo.c
+++ b/src/backend/optimizer/util/restrictinfo.c
@@ -421,6 +421,19 @@ restriction_is_or_clause(RestrictInfo *restrictinfo)
 		return false;
 }
 
+bool
+restriction_is_saop_clause(RestrictInfo *restrictinfo)
+{
+	if (restrictinfo->clause && IsA(restrictinfo->clause, ScalarArrayOpExpr))
+	{
+		ScalarArrayOpExpr *saop = (ScalarArrayOpExpr *) restrictinfo->clause;
+
+		if (saop->useOr)
+			return true;
+	}
+	return false;
+}
+
 /*
  * restriction_is_securely_promotable
  *
diff --git a/src/include/optimizer/optimizer.h b/src/include/optimizer/optimizer.h
index 35ab577501..232afcd00c 100644
--- a/src/include/optimizer/optimizer.h
+++ b/src/include/optimizer/optimizer.h
@@ -160,6 +160,22 @@ extern List *expand_function_arguments(List *args, bool include_out_arguments,
 
 /* in util/predtest.c: */
 
+/*
+ * Contains information needed to extract from saop a set of elements which can
+ * be covered by the partial index:
+ * id - caller's identification of the index.
+ * predicate - predicate expression of the index
+ * elems - returning list of array elements which corresponds to this predicate
+ */
+typedef struct PredicatesData
+{
+	int		id;
+	Node   *predicate;
+	List   *elems;
+} PredicatesData;
+
+extern bool saop_covered_by_predicates(ScalarArrayOpExpr *saop,
+									  List *predicate_lists);
 extern bool predicate_implied_by(List *predicate_list, List *clause_list,
 								 bool weak);
 extern bool predicate_refuted_by(List *predicate_list, List *clause_list,
diff --git a/src/include/optimizer/restrictinfo.h b/src/include/optimizer/restrictinfo.h
index 1b42c832c5..2cd5fbf943 100644
--- a/src/include/optimizer/restrictinfo.h
+++ b/src/include/optimizer/restrictinfo.h
@@ -34,6 +34,7 @@ extern RestrictInfo *make_restrictinfo(PlannerInfo *root,
 									   Relids outer_relids);
 extern RestrictInfo *commute_restrictinfo(RestrictInfo *rinfo, Oid comm_op);
 extern bool restriction_is_or_clause(RestrictInfo *restrictinfo);
+extern bool restriction_is_saop_clause(RestrictInfo *restrictinfo);
 extern bool restriction_is_securely_promotable(RestrictInfo *restrictinfo,
 											   RelOptInfo *rel);
 extern List *get_actual_clauses(List *restrictinfo_list);
diff --git a/src/test/regress/expected/select.out b/src/test/regress/expected/select.out
index 33a6dceb0e..070202b0f0 100644
--- a/src/test/regress/expected/select.out
+++ b/src/test/regress/expected/select.out
@@ -907,6 +907,288 @@ select unique1, unique2 from onek2
        0 |     998
 (2 rows)
 
+SET enable_seqscan TO off;
+SET enable_indexscan TO off; -- Only BitmapScan is a subject matter here
+SET enable_or_transformation = 'off';
+explain (costs off)
+SELECT count(*) FROM onek2 WHERE stringu1 = 'A' OR stringu1 = 'J';
+                                QUERY PLAN                                
+--------------------------------------------------------------------------
+ Aggregate
+   ->  Bitmap Heap Scan on onek2
+         Recheck Cond: ((stringu1 < 'B'::name) OR (stringu1 = 'J'::name))
+         Filter: ((stringu1 = 'A'::name) OR (stringu1 = 'J'::name))
+         ->  BitmapOr
+               ->  Bitmap Index Scan on onek2_u2_prtl
+               ->  Bitmap Index Scan on onek2_stu1_prtl
+                     Index Cond: (stringu1 = 'J'::name)
+(8 rows)
+
+-- Without the transformation only seqscan possible here
+explain (costs off)
+SELECT unique2, stringu1 FROM onek2
+WHERE unique2 < 1 AND stringu1 IN ('A','J') AND stringu1 < 'Z';
+                                         QUERY PLAN                                          
+---------------------------------------------------------------------------------------------
+ Seq Scan on onek2
+   Filter: ((unique2 < 1) AND (stringu1 = ANY ('{A,J}'::name[])) AND (stringu1 < 'Z'::name))
+(2 rows)
+
+-- Use partial indexes
+explain (costs off)
+SELECT count(*) FROM onek2
+WHERE stringu1 IN ('B','J') AND (stringu1 = 'A' OR unique1 = 1);
+                                             QUERY PLAN                                             
+----------------------------------------------------------------------------------------------------
+ Aggregate
+   ->  Bitmap Heap Scan on onek2
+         Recheck Cond: ((stringu1 < 'B'::name) OR (unique1 = 1))
+         Filter: ((stringu1 = ANY ('{B,J}'::name[])) AND ((stringu1 = 'A'::name) OR (unique1 = 1)))
+         ->  BitmapOr
+               ->  Bitmap Index Scan on onek2_u2_prtl
+               ->  Bitmap Index Scan on onek2_u1_prtl
+                     Index Cond: (unique1 = 1)
+(8 rows)
+
+explain (costs off)
+SELECT unique2, stringu1 FROM onek2
+WHERE unique1 < 1 OR (stringu1 = 'A' OR stringu1 = 'J');
+                                     QUERY PLAN                                      
+-------------------------------------------------------------------------------------
+ Bitmap Heap Scan on onek2
+   Recheck Cond: ((unique1 < 1) OR (stringu1 < 'B'::name) OR (stringu1 = 'J'::name))
+   Filter: ((unique1 < 1) OR (stringu1 = 'A'::name) OR (stringu1 = 'J'::name))
+   ->  BitmapOr
+         ->  Bitmap Index Scan on onek2_u1_prtl
+               Index Cond: (unique1 < 1)
+         ->  Bitmap Index Scan on onek2_u2_prtl
+         ->  Bitmap Index Scan on onek2_stu1_prtl
+               Index Cond: (stringu1 = 'J'::name)
+(9 rows)
+
+explain (costs off)
+SELECT unique2, stringu1 FROM onek2
+WHERE unique1 = 1 OR unique2 = PI()::integer;
+                 QUERY PLAN                 
+--------------------------------------------
+ Seq Scan on onek2
+   Filter: ((unique1 = 1) OR (unique2 = 3))
+(2 rows)
+
+RESET enable_or_transformation;
+-- OR <-> ANY transformation must find a path with partial indexes scan
+-- regardless the clause representation.
+explain (costs off)
+SELECT count(*) FROM onek2 WHERE stringu1 = 'A' OR stringu1 = 'J';
+                                     QUERY PLAN                                     
+------------------------------------------------------------------------------------
+ Aggregate
+   ->  Bitmap Heap Scan on onek2
+         Recheck Cond: ((stringu1 = ANY ('{J}'::name[])) OR (stringu1 < 'B'::name))
+         Filter: (stringu1 = ANY ('{A,J}'::name[]))
+         ->  BitmapOr
+               ->  Bitmap Index Scan on onek2_stu1_prtl
+                     Index Cond: (stringu1 = ANY ('{J}'::name[]))
+               ->  Bitmap Index Scan on onek2_u2_prtl
+(8 rows)
+
+explain (costs off)
+SELECT count(*) FROM onek2 WHERE stringu1 IN ('A','J');
+                                     QUERY PLAN                                     
+------------------------------------------------------------------------------------
+ Aggregate
+   ->  Bitmap Heap Scan on onek2
+         Recheck Cond: ((stringu1 = ANY ('{J}'::name[])) OR (stringu1 < 'B'::name))
+         Filter: (stringu1 = ANY ('{A,J}'::name[]))
+         ->  BitmapOr
+               ->  Bitmap Index Scan on onek2_stu1_prtl
+                     Index Cond: (stringu1 = ANY ('{J}'::name[]))
+               ->  Bitmap Index Scan on onek2_u2_prtl
+(8 rows)
+
+explain (costs off)
+SELECT count(*) FROM onek2 WHERE stringu1 = ANY ('{A,J}');
+                                     QUERY PLAN                                     
+------------------------------------------------------------------------------------
+ Aggregate
+   ->  Bitmap Heap Scan on onek2
+         Recheck Cond: ((stringu1 = ANY ('{J}'::name[])) OR (stringu1 < 'B'::name))
+         Filter: (stringu1 = ANY ('{A,J}'::name[]))
+         ->  BitmapOr
+               ->  Bitmap Index Scan on onek2_stu1_prtl
+                     Index Cond: (stringu1 = ANY ('{J}'::name[]))
+               ->  Bitmap Index Scan on onek2_u2_prtl
+(8 rows)
+
+explain (costs off)
+SELECT count(*) FROM onek2 WHERE stringu1 IN ('A') OR stringu1 IN ('J');
+                                     QUERY PLAN                                     
+------------------------------------------------------------------------------------
+ Aggregate
+   ->  Bitmap Heap Scan on onek2
+         Recheck Cond: ((stringu1 = ANY ('{J}'::name[])) OR (stringu1 < 'B'::name))
+         Filter: (stringu1 = ANY ('{A,J}'::name[]))
+         ->  BitmapOr
+               ->  Bitmap Index Scan on onek2_stu1_prtl
+                     Index Cond: (stringu1 = ANY ('{J}'::name[]))
+               ->  Bitmap Index Scan on onek2_u2_prtl
+(8 rows)
+
+-- Don't scan partial indexes because of extra value.
+explain (costs off)
+SELECT count(*) FROM onek2 WHERE stringu1 IN ('A', 'J', 'C');
+                      QUERY PLAN                      
+------------------------------------------------------
+ Aggregate
+   ->  Seq Scan on onek2
+         Filter: (stringu1 = ANY ('{A,J,C}'::name[]))
+(3 rows)
+
+explain (costs off)
+SELECT unique2 FROM onek2
+WHERE stringu1 IN ('A', 'A') AND (stringu1 = 'A' OR stringu1 = 'A');
+                                      QUERY PLAN                                       
+---------------------------------------------------------------------------------------
+ Bitmap Heap Scan on onek2
+   Recheck Cond: (stringu1 < 'B'::name)
+   Filter: ((stringu1 = ANY ('{A,A}'::name[])) AND (stringu1 = ANY ('{A,A}'::name[])))
+   ->  Bitmap Index Scan on onek2_u2_prtl
+(4 rows)
+
+explain (costs off)
+SELECT unique2, stringu1 FROM onek2
+WHERE unique2 < 1 AND stringu1 IN ('A','J') AND stringu1 < 'Z';
+                                                          QUERY PLAN                                                           
+-------------------------------------------------------------------------------------------------------------------------------
+ Bitmap Heap Scan on onek2
+   Recheck Cond: (((stringu1 = ANY ('{J}'::name[])) AND (stringu1 < 'Z'::name)) OR ((unique2 < 1) AND (stringu1 < 'B'::name)))
+   Filter: ((unique2 < 1) AND (stringu1 = ANY ('{A,J}'::name[])))
+   ->  BitmapOr
+         ->  Bitmap Index Scan on onek2_stu1_prtl
+               Index Cond: ((stringu1 = ANY ('{J}'::name[])) AND (stringu1 < 'Z'::name))
+         ->  Bitmap Index Scan on onek2_u2_prtl
+               Index Cond: (unique2 < 1)
+(8 rows)
+
+explain (costs off)
+SELECT unique2, stringu1 FROM onek2
+WHERE unique1 = 1 OR unique1 = PI()::integer;
+                    QUERY PLAN                    
+--------------------------------------------------
+ Bitmap Heap Scan on onek2
+   Recheck Cond: ((unique1 = 3) OR (unique1 = 1))
+   ->  BitmapOr
+         ->  Bitmap Index Scan on onek2_u1_prtl
+               Index Cond: (unique1 = 3)
+         ->  Bitmap Index Scan on onek2_u1_prtl
+               Index Cond: (unique1 = 1)
+(7 rows)
+
+explain (costs off)
+SELECT unique2, stringu1 FROM onek2
+WHERE unique1 IN (1, PI()::integer); -- TODO: why it is differs from previous example?
+                        QUERY PLAN                        
+----------------------------------------------------------
+ Bitmap Heap Scan on onek2
+   Recheck Cond: (unique1 = ANY ('{1,3}'::integer[]))
+   ->  Bitmap Index Scan on onek2_u1_prtl
+         Index Cond: (unique1 = ANY ('{1,3}'::integer[]))
+(4 rows)
+
+-- Don't apply the optimization to clauses, containing volatile functions
+EXPLAIN (COSTS OFF)
+SELECT unique2,stringu1 FROM onek2
+WHERE unique1 = (random()*2)::integer OR unique1 = (random()*3)::integer;
+                                                             QUERY PLAN                                                             
+------------------------------------------------------------------------------------------------------------------------------------
+ Seq Scan on onek2
+   Filter: ((unique1 = ((random() * '2'::double precision))::integer) OR (unique1 = ((random() * '3'::double precision))::integer))
+(2 rows)
+
+EXPLAIN (COSTS OFF)
+SELECT unique2,stringu1 FROM onek2
+WHERE unique1 IN ((random()*2)::integer, (random()*3)::integer);
+                                                           QUERY PLAN                                                            
+---------------------------------------------------------------------------------------------------------------------------------
+ Seq Scan on onek2
+   Filter: (unique1 = ANY (ARRAY[((random() * '2'::double precision))::integer, ((random() * '3'::double precision))::integer]))
+(2 rows)
+
+-- Combine different saops. Soe of them doesnt' fit a set of partial indexes,
+-- but other fits.
+-- Unfortunately, we don't combine saop and OR clauses so far.
+EXPLAIN (COSTS OFF)
+SELECT unique2,stringu1 FROM onek2
+WHERE
+  unique1 IN (1,2,21) AND
+  (stringu1 IN ('A','J') OR unique1 IN (3,4) OR stringu1 = 'J');
+                                                                                          QUERY PLAN                                                                                          
+----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
+ Bitmap Heap Scan on onek2
+   Recheck Cond: ((stringu1 = ANY ('{J}'::name[])) OR (stringu1 < 'B'::name) OR ((unique1 = ANY ('{3,4}'::integer[])) AND (unique1 = ANY ('{1,2,21}'::integer[]))) OR (stringu1 = 'J'::name))
+   Filter: ((unique1 = ANY ('{1,2,21}'::integer[])) AND ((stringu1 = ANY ('{A,J}'::name[])) OR (unique1 = ANY ('{3,4}'::integer[])) OR (stringu1 = 'J'::name)))
+   ->  BitmapOr
+         ->  Bitmap Index Scan on onek2_stu1_prtl
+               Index Cond: (stringu1 = ANY ('{J}'::name[]))
+         ->  Bitmap Index Scan on onek2_u2_prtl
+         ->  Bitmap Index Scan on onek2_u1_prtl
+               Index Cond: ((unique1 = ANY ('{3,4}'::integer[])) AND (unique1 = ANY ('{1,2,21}'::integer[])))
+         ->  Bitmap Index Scan on onek2_stu1_prtl
+               Index Cond: (stringu1 = 'J'::name)
+(11 rows)
+
+-- Check recursive combination of OR and SAOP expressions
+explain (costs off)
+SELECT unique2, stringu1 FROM onek2
+WHERE unique1 < 1 OR (stringu1 = 'A' OR stringu1 = 'J');
+                                          QUERY PLAN                                           
+-----------------------------------------------------------------------------------------------
+ Bitmap Heap Scan on onek2
+   Recheck Cond: ((stringu1 = ANY ('{J}'::name[])) OR (stringu1 < 'B'::name) OR (unique1 < 1))
+   Filter: ((stringu1 = ANY ('{A,J}'::name[])) OR (unique1 < 1))
+   ->  BitmapOr
+         ->  Bitmap Index Scan on onek2_stu1_prtl
+               Index Cond: (stringu1 = ANY ('{J}'::name[]))
+         ->  Bitmap Index Scan on onek2_u2_prtl
+         ->  Bitmap Index Scan on onek2_u1_prtl
+               Index Cond: (unique1 < 1)
+(9 rows)
+
+explain (costs off)
+SELECT unique2, stringu1 FROM onek2
+WHERE (unique1 < 1 OR stringu1 IN ('A','J'));
+                                          QUERY PLAN                                           
+-----------------------------------------------------------------------------------------------
+ Bitmap Heap Scan on onek2
+   Recheck Cond: ((stringu1 = ANY ('{J}'::name[])) OR (stringu1 < 'B'::name) OR (unique1 < 1))
+   Filter: ((stringu1 = ANY ('{A,J}'::name[])) OR (unique1 < 1))
+   ->  BitmapOr
+         ->  Bitmap Index Scan on onek2_stu1_prtl
+               Index Cond: (stringu1 = ANY ('{J}'::name[]))
+         ->  Bitmap Index Scan on onek2_u2_prtl
+         ->  Bitmap Index Scan on onek2_u1_prtl
+               Index Cond: (unique1 < 1)
+(9 rows)
+
+-- Although SAOP doesn't fit partial indexes fully, we can use anded OR clause
+-- to scan another couple of partial indexes.
+explain (costs off)
+SELECT count(*) FROM onek2
+WHERE stringu1 IN ('B','J') AND (stringu1 = 'A' OR unique1 = 1);
+                                             QUERY PLAN                                             
+----------------------------------------------------------------------------------------------------
+ Aggregate
+   ->  Bitmap Heap Scan on onek2
+         Recheck Cond: ((stringu1 < 'B'::name) OR (unique1 = 1))
+         Filter: ((stringu1 = ANY ('{B,J}'::name[])) AND ((stringu1 = 'A'::name) OR (unique1 = 1)))
+         ->  BitmapOr
+               ->  Bitmap Index Scan on onek2_u2_prtl
+               ->  Bitmap Index Scan on onek2_u1_prtl
+                     Index Cond: (unique1 = 1)
+(8 rows)
+
+RESET enable_indexscan;
+RESET enable_seqscan;
 --
 -- Test some corner cases that have been known to confuse the planner
 --
diff --git a/src/test/regress/sql/select.sql b/src/test/regress/sql/select.sql
index 019f1e7673..0e650a2301 100644
--- a/src/test/regress/sql/select.sql
+++ b/src/test/regress/sql/select.sql
@@ -234,6 +234,88 @@ select unique1, unique2 from onek2
 select unique1, unique2 from onek2
   where (unique2 = 11 and stringu1 < 'B') or unique1 = 0;
 
+SET enable_seqscan TO off;
+SET enable_indexscan TO off; -- Only BitmapScan is a subject matter here
+SET enable_or_transformation = 'off';
+explain (costs off)
+SELECT count(*) FROM onek2 WHERE stringu1 = 'A' OR stringu1 = 'J';
+-- Without the transformation only seqscan possible here
+explain (costs off)
+SELECT unique2, stringu1 FROM onek2
+WHERE unique2 < 1 AND stringu1 IN ('A','J') AND stringu1 < 'Z';
+-- Use partial indexes
+explain (costs off)
+SELECT count(*) FROM onek2
+WHERE stringu1 IN ('B','J') AND (stringu1 = 'A' OR unique1 = 1);
+explain (costs off)
+SELECT unique2, stringu1 FROM onek2
+WHERE unique1 < 1 OR (stringu1 = 'A' OR stringu1 = 'J');
+explain (costs off)
+SELECT unique2, stringu1 FROM onek2
+WHERE unique1 = 1 OR unique2 = PI()::integer;
+RESET enable_or_transformation;
+
+-- OR <-> ANY transformation must find a path with partial indexes scan
+-- regardless the clause representation.
+explain (costs off)
+SELECT count(*) FROM onek2 WHERE stringu1 = 'A' OR stringu1 = 'J';
+explain (costs off)
+SELECT count(*) FROM onek2 WHERE stringu1 IN ('A','J');
+explain (costs off)
+SELECT count(*) FROM onek2 WHERE stringu1 = ANY ('{A,J}');
+explain (costs off)
+SELECT count(*) FROM onek2 WHERE stringu1 IN ('A') OR stringu1 IN ('J');
+
+-- Don't scan partial indexes because of extra value.
+explain (costs off)
+SELECT count(*) FROM onek2 WHERE stringu1 IN ('A', 'J', 'C');
+explain (costs off)
+SELECT unique2 FROM onek2
+WHERE stringu1 IN ('A', 'A') AND (stringu1 = 'A' OR stringu1 = 'A');
+
+explain (costs off)
+SELECT unique2, stringu1 FROM onek2
+WHERE unique2 < 1 AND stringu1 IN ('A','J') AND stringu1 < 'Z';
+explain (costs off)
+SELECT unique2, stringu1 FROM onek2
+WHERE unique1 = 1 OR unique1 = PI()::integer;
+explain (costs off)
+SELECT unique2, stringu1 FROM onek2
+WHERE unique1 IN (1, PI()::integer); -- TODO: why it is differs from previous example?
+
+-- Don't apply the optimization to clauses, containing volatile functions
+EXPLAIN (COSTS OFF)
+SELECT unique2,stringu1 FROM onek2
+WHERE unique1 = (random()*2)::integer OR unique1 = (random()*3)::integer;
+EXPLAIN (COSTS OFF)
+SELECT unique2,stringu1 FROM onek2
+WHERE unique1 IN ((random()*2)::integer, (random()*3)::integer);
+
+-- Combine different saops. Soe of them doesnt' fit a set of partial indexes,
+-- but other fits.
+-- Unfortunately, we don't combine saop and OR clauses so far.
+EXPLAIN (COSTS OFF)
+SELECT unique2,stringu1 FROM onek2
+WHERE
+  unique1 IN (1,2,21) AND
+  (stringu1 IN ('A','J') OR unique1 IN (3,4) OR stringu1 = 'J');
+
+-- Check recursive combination of OR and SAOP expressions
+explain (costs off)
+SELECT unique2, stringu1 FROM onek2
+WHERE unique1 < 1 OR (stringu1 = 'A' OR stringu1 = 'J');
+explain (costs off)
+SELECT unique2, stringu1 FROM onek2
+WHERE (unique1 < 1 OR stringu1 IN ('A','J'));
+-- Although SAOP doesn't fit partial indexes fully, we can use anded OR clause
+-- to scan another couple of partial indexes.
+explain (costs off)
+SELECT count(*) FROM onek2
+WHERE stringu1 IN ('B','J') AND (stringu1 = 'A' OR unique1 = 1);
+
+RESET enable_indexscan;
+RESET enable_seqscan;
+
 --
 -- Test some corner cases that have been known to confuse the planner
 --
diff --git a/src/tools/pgindent/typedefs.list b/src/tools/pgindent/typedefs.list
index adae668b37..a1d43283db 100644
--- a/src/tools/pgindent/typedefs.list
+++ b/src/tools/pgindent/typedefs.list
@@ -2138,6 +2138,7 @@ PredIterInfoData
 PredXactList
 PredicateLockData
 PredicateLockTargetType
+PredicatesData
 PrefetchBufferResult
 PrepParallelRestorePtrType
 PrepareStmt
-- 
2.43.0



^ permalink  raw  reply  [nested|flat] 48+ messages in thread

* [PATCH v10 07/17] Reduce scope of BitmapHeapScan tbmiterator local variables
@ 2024-02-13 15:17  Melanie Plageman <[email protected]>
  0 siblings, 0 replies; 48+ messages in thread

From: Melanie Plageman @ 2024-02-13 15:17 UTC (permalink / raw)

To simplify the diff of a future commit which will move the TBMIterators
into the scan descriptor, define them in a narrower scope now.
---
 src/backend/executor/nodeBitmapHeapscan.c | 20 +++++++++-----------
 1 file changed, 9 insertions(+), 11 deletions(-)

diff --git a/src/backend/executor/nodeBitmapHeapscan.c b/src/backend/executor/nodeBitmapHeapscan.c
index c95e3412da..49938c9ed4 100644
--- a/src/backend/executor/nodeBitmapHeapscan.c
+++ b/src/backend/executor/nodeBitmapHeapscan.c
@@ -71,8 +71,6 @@ BitmapHeapNext(BitmapHeapScanState *node)
 	ExprContext *econtext;
 	TableScanDesc scan;
 	TIDBitmap  *tbm;
-	TBMIterator *tbmiterator = NULL;
-	TBMSharedIterator *shared_tbmiterator = NULL;
 	TBMIterateResult *tbmres;
 	TupleTableSlot *slot;
 	ParallelBitmapHeapState *pstate = node->pstate;
@@ -85,10 +83,6 @@ BitmapHeapNext(BitmapHeapScanState *node)
 	slot = node->ss.ss_ScanTupleSlot;
 	scan = node->ss.ss_currentScanDesc;
 	tbm = node->tbm;
-	if (pstate == NULL)
-		tbmiterator = node->tbmiterator;
-	else
-		shared_tbmiterator = node->shared_tbmiterator;
 	tbmres = node->tbmres;
 
 	/*
@@ -105,6 +99,9 @@ BitmapHeapNext(BitmapHeapScanState *node)
 	 */
 	if (!node->initialized)
 	{
+		TBMIterator *tbmiterator = NULL;
+		TBMSharedIterator *shared_tbmiterator = NULL;
+
 		if (!pstate)
 		{
 			tbm = (TIDBitmap *) MultiExecProcNode(outerPlanState(node));
@@ -113,7 +110,7 @@ BitmapHeapNext(BitmapHeapScanState *node)
 				elog(ERROR, "unrecognized result from subplan");
 
 			node->tbm = tbm;
-			node->tbmiterator = tbmiterator = tbm_begin_iterate(tbm);
+			tbmiterator = tbm_begin_iterate(tbm);
 			node->tbmres = tbmres = NULL;
 
 #ifdef USE_PREFETCH
@@ -166,8 +163,7 @@ BitmapHeapNext(BitmapHeapScanState *node)
 			}
 
 			/* Allocate a private iterator and attach the shared state to it */
-			node->shared_tbmiterator = shared_tbmiterator =
-				tbm_attach_shared_iterate(dsa, pstate->tbmiterator);
+			shared_tbmiterator = tbm_attach_shared_iterate(dsa, pstate->tbmiterator);
 			node->tbmres = tbmres = NULL;
 
 #ifdef USE_PREFETCH
@@ -206,6 +202,8 @@ BitmapHeapNext(BitmapHeapScanState *node)
 																	extra_flags);
 		}
 
+		node->tbmiterator = tbmiterator;
+		node->shared_tbmiterator = shared_tbmiterator;
 		node->initialized = true;
 	}
 
@@ -221,9 +219,9 @@ BitmapHeapNext(BitmapHeapScanState *node)
 		if (tbmres == NULL)
 		{
 			if (!pstate)
-				node->tbmres = tbmres = tbm_iterate(tbmiterator);
+				node->tbmres = tbmres = tbm_iterate(node->tbmiterator);
 			else
-				node->tbmres = tbmres = tbm_shared_iterate(shared_tbmiterator);
+				node->tbmres = tbmres = tbm_shared_iterate(node->shared_tbmiterator);
 			if (tbmres == NULL)
 			{
 				/* no more entries in the bitmap */
-- 
2.40.1


--3o7pc6dfau5a5hry
Content-Type: text/x-diff; charset=us-ascii
Content-Disposition: attachment;
	filename="v10-0008-Remove-table_scan_bitmap_next_tuple-parameter-tb.patch"



^ permalink  raw  reply  [nested|flat] 48+ messages in thread

* Re: POC, WIP: OR-clause support for indexes
@ 2024-02-14 03:21  Andrei Lepikhov <[email protected]>
  parent: Andrei Lepikhov <[email protected]>
  0 siblings, 1 reply; 48+ messages in thread

From: Andrei Lepikhov @ 2024-02-14 03:21 UTC (permalink / raw)
  To: jian he <[email protected]>; +Cc: Alena Rybakina <[email protected]>; Alexander Korotkov <[email protected]>; Robert Haas <[email protected]>; pgsql-hackers; Peter Geoghegan <[email protected]>; Finnerty, Jim <[email protected]>; Marcos Pegoraro <[email protected]>; [email protected]; Ranier Vilela <[email protected]>; Tomas Vondra <[email protected]>; Peter Eisentraut <[email protected]>

On 13/2/2024 17:03, Andrei Lepikhov wrote:
> On 13/2/2024 07:00, jian he wrote:
>> The time is the last result of the 10 iterations.
> I'm not sure about the origins of such behavior, but it seems to be an 
> issue of parallel workers, not this specific optimization.
Having written that, I'd got a backburner. And to close that issue, I 
explored get_restriction_qual_cost(). A close look shows us that "x IN 
(..)" cheaper than its equivalent "x=N1 OR ...". Just numbers:

ANY: startup_cost = 0.0225; total_cost = 0.005
OR: startup_cost==0; total_cost = 0.0225

Expression total_cost is calculated per tuple. In your example, we have 
many tuples, so the low cost of expression per tuple dominates over the 
significant startup cost.

According to the above, SAOP adds 6250 to the cost of SeqScan; OR - 
13541. So, the total cost of the query with SAOP is less than with OR, 
and the optimizer doesn't choose heavy parallel workers. And it is the 
answer.

So, this example is more about the subtle balance between 
parallel/sequential execution, which can vary from one platform to another.

-- 
regards,
Andrei Lepikhov
Postgres Professional







^ permalink  raw  reply  [nested|flat] 48+ messages in thread

* Re: POC, WIP: OR-clause support for indexes
@ 2024-02-16 00:00  jian he <[email protected]>
  parent: Andrei Lepikhov <[email protected]>
  0 siblings, 1 reply; 48+ messages in thread

From: jian he @ 2024-02-16 00:00 UTC (permalink / raw)
  To: Andrei Lepikhov <[email protected]>; +Cc: Alena Rybakina <[email protected]>; Alexander Korotkov <[email protected]>; Robert Haas <[email protected]>; pgsql-hackers; Peter Geoghegan <[email protected]>; Finnerty, Jim <[email protected]>; Marcos Pegoraro <[email protected]>; [email protected]; Ranier Vilela <[email protected]>; Tomas Vondra <[email protected]>; Peter Eisentraut <[email protected]>

On Wed, Feb 14, 2024 at 11:21 AM Andrei Lepikhov
<[email protected]> wrote:
>
> So, this example is more about the subtle balance between
> parallel/sequential execution, which can vary from one platform to another.
>

Hi, here I attached two files, expression_num_or_1_100.sql,
expression_num_or_1_10000.sql
it has step by step test cases, also with the tests output.

For both sql files, I already set the max_parallel_workers_per_gather to
10, work_mem to 4GB.
I think the parameters setting should be fine.

in expression_num_or_1_100.sql:
main test table:
create table test_1_100 as (select
(random()*1000)::int x, (random()*1000) y from
generate_series(1,1_000_000) i);

if the number of OR exceeds 29,
the performance with enable_or_transformation (ON) begins to outpace
enable_or_transformation (OFF).

if the number of OR less than 29,
the performance with enable_or_transformation (OFF) is better than
enable_or_transformation (ON).

expression_num_or_1_10000.sql
enable_or_transformation (ON) is always better than
enable_or_transformation (OFF).

My OS: Ubuntu 22.04.3 LTS
I already set the max_parallel_workers_per_gather to 10.
So for all cases, it should use parallelism first?

a better question would be:
how to make the number of OR less than 29 still faster when
enable_or_transformation is ON by only set parameters?


Attachments:

  [application/sql] expression_num_or_1_100.sql (24.1K, ../../CACJufxH-zju3VfosSRBu8d3xs99sGENn6+P3AETLuTiAPFY+0g@mail.gmail.com/2-expression_num_or_1_100.sql)
  download

  [application/sql] expression_num_or_1_10000.sql (3.1K, ../../CACJufxH-zju3VfosSRBu8d3xs99sGENn6+P3AETLuTiAPFY+0g@mail.gmail.com/3-expression_num_or_1_10000.sql)
  download

^ permalink  raw  reply  [nested|flat] 48+ messages in thread

* Re: POC, WIP: OR-clause support for indexes
@ 2024-02-16 05:32  Andrei Lepikhov <[email protected]>
  parent: jian he <[email protected]>
  0 siblings, 1 reply; 48+ messages in thread

From: Andrei Lepikhov @ 2024-02-16 05:32 UTC (permalink / raw)
  To: jian he <[email protected]>; +Cc: Alena Rybakina <[email protected]>; Alexander Korotkov <[email protected]>; Robert Haas <[email protected]>; pgsql-hackers; Peter Geoghegan <[email protected]>; Finnerty, Jim <[email protected]>; Marcos Pegoraro <[email protected]>; [email protected]; Ranier Vilela <[email protected]>; Tomas Vondra <[email protected]>; Peter Eisentraut <[email protected]>

On 16/2/2024 07:00, jian he wrote:
> On Wed, Feb 14, 2024 at 11:21 AM Andrei Lepikhov
> <[email protected]> wrote:
> My OS: Ubuntu 22.04.3 LTS
> I already set the max_parallel_workers_per_gather to 10.
> So for all cases, it should use parallelism first?
> 
> a better question would be:
> how to make the number of OR less than 29 still faster when
> enable_or_transformation is ON by only set parameters?
In my test environment this example gives some subtle supremacy to ORs 
over ANY with only 3 ors and less.
Please, provide next EXPLAIN ANALYZE results for the case you want to 
discuss here:
1. with enable_or_transformation enabled
2. with enable_or_transformation disabled
3. with enable_or_transformation disabled but with manual transformation 
OR -> ANY done, to check the overhead of this optimization.

-- 
regards,
Andrei Lepikhov
Postgres Professional







^ permalink  raw  reply  [nested|flat] 48+ messages in thread

* Re: POC, WIP: OR-clause support for indexes
@ 2024-02-16 12:54  jian he <[email protected]>
  parent: Andrei Lepikhov <[email protected]>
  0 siblings, 0 replies; 48+ messages in thread

From: jian he @ 2024-02-16 12:54 UTC (permalink / raw)
  To: Andrei Lepikhov <[email protected]>; +Cc: Alena Rybakina <[email protected]>; Alexander Korotkov <[email protected]>; Robert Haas <[email protected]>; pgsql-hackers; Peter Geoghegan <[email protected]>; Finnerty, Jim <[email protected]>; Marcos Pegoraro <[email protected]>; [email protected]; Ranier Vilela <[email protected]>; Tomas Vondra <[email protected]>; Peter Eisentraut <[email protected]>

On Fri, Feb 16, 2024 at 1:32 PM Andrei Lepikhov
<[email protected]> wrote:
>
> On 16/2/2024 07:00, jian he wrote:
> > On Wed, Feb 14, 2024 at 11:21 AM Andrei Lepikhov
> > <[email protected]> wrote:
> > My OS: Ubuntu 22.04.3 LTS
> > I already set the max_parallel_workers_per_gather to 10.
> > So for all cases, it should use parallelism first?
> >
> > a better question would be:
> > how to make the number of OR less than 29 still faster when
> > enable_or_transformation is ON by only set parameters?
> In my test environment this example gives some subtle supremacy to ORs
> over ANY with only 3 ors and less.
> Please, provide next EXPLAIN ANALYZE results for the case you want to
> discuss here:
> 1. with enable_or_transformation enabled
> 2. with enable_or_transformation disabled
> 3. with enable_or_transformation disabled but with manual transformation
> OR -> ANY done, to check the overhead of this optimization.
>

you previously mentioned playing with parallel_tuple_cost and
parallel_setup_cost.
(https://www.postgresql.org/message-id/e3338e82-a28d-4631-9eec-b9c0984b32d5%40postgrespro.ru)

So I did by
`
SET parallel_setup_cost = 0;
SET parallel_tuple_cost = 0;
`

After setting these parameters, overall enable_or_transformation ON is
performance better.
sorry for the noise.
so now I didn't find any corner case where enable_or_transformation is
ON peforms worse than when it's OFF.

+typedef struct OrClauseGroupEntry
+{
+ OrClauseGroupKey key;
+
+ Node   *node;
+ List   *consts;
+ Oid scalar_type;
+ List   *exprs;
+} OrClauseGroupEntry;

I found that the field `scalar_type` was never used.






^ permalink  raw  reply  [nested|flat] 48+ messages in thread

* Re: POC, WIP: OR-clause support for indexes
@ 2025-03-24 10:10  Andrei Lepikhov <[email protected]>
  parent: Teodor Sigaev <[email protected]>
  4 siblings, 1 reply; 48+ messages in thread

From: Andrei Lepikhov @ 2025-03-24 10:10 UTC (permalink / raw)
  To: Alexander Korotkov <[email protected]>; +Cc: Alexander Lakhin <[email protected]>; [email protected]; Pavel Borisov <[email protected]>; a.rybakina <[email protected]>

Hi,

Playing with the feature, I found a slightly irritating permutation - 
even if this code doesn't group any clauses, it may permute positions of 
the quals. See:

DROP TABLE IF EXISTS main_tbl;
CREATE TABLE main_tbl(id bigint, hundred int, thousand int);
CREATE INDEX mt_hundred_ix ON main_tbl(hundred);
CREATE INDEX mt_thousand_ix ON main_tbl(thousand);
VACUUM (ANALYZE) main_tbl;

SET enable_seqscan = off;
EXPLAIN (COSTS OFF)
SELECT m.id, m.hundred, m.thousand
FROM main_tbl m WHERE (m.hundred < 2 OR m.thousand < 3);

  Bitmap Heap Scan on public.main_tbl m
    Output: id, hundred, thousand
    Recheck Cond: ((m.thousand < 3) OR (m.hundred < 2))
    ->  BitmapOr
          ->  Bitmap Index Scan on mt_thousand_ix
                Index Cond: (m.thousand < 3)
          ->  Bitmap Index Scan on mt_hundred_ix
                Index Cond: (m.hundred < 2)

Conditions on the columns "thousand" and "hundred" changed their places 
according to the initial positions defined in the user's SQL.
It isn't okay. I see that users often use the trick of "OR order" to 
avoid unnecessary calculations - most frequently, Subplan evaluations. 
So, it makes sense to fix.
In the attachment, I have included a quick fix for this issue. Although 
many tests returned to their initial (pre-18) state, I added some tests 
specifically related to this issue to make it clearer.

-- 
regards, Andrei Lepikhov

Attachments:

  [text/x-patch] clause-permutation-fix.diff (9.1K, ../../[email protected]/2-clause-permutation-fix.diff)
  download | inline diff:
diff --git a/src/backend/optimizer/path/indxpath.c b/src/backend/optimizer/path/indxpath.c
index a43ca16d68..7d8ef0c90f 100644
--- a/src/backend/optimizer/path/indxpath.c
+++ b/src/backend/optimizer/path/indxpath.c
@@ -1254,6 +1254,7 @@ group_similar_or_args(PlannerInfo *root, RelOptInfo *rel, RestrictInfo *rinfo)
 	ListCell   *lc;
 	ListCell   *lc2;
 	List	   *orargs;
+	bool		grouping_happened = false;
 	List	   *result = NIL;
 	Index		relid = rel->relid;
 
@@ -1465,13 +1466,18 @@ group_similar_or_args(PlannerInfo *root, RelOptInfo *rel, RestrictInfo *rinfo)
 												   rinfo->incompatible_relids,
 												   rinfo->outer_relids);
 				result = lappend(result, subrinfo);
+				grouping_happened = true;
 			}
 
 			group_start = i;
 		}
 	}
 	pfree(matches);
-	return result;
+
+	if (grouping_happened)
+		return result;
+	else
+		return orargs;
 }
 
 /*
diff --git a/src/test/regress/expected/create_index.out b/src/test/regress/expected/create_index.out
index bd5f002cf2..c6f84bda64 100644
--- a/src/test/regress/expected/create_index.out
+++ b/src/test/regress/expected/create_index.out
@@ -3248,6 +3248,37 @@ SELECT  b.relname,
 (2 rows)
 
 DROP TABLE concur_temp_tab_1, concur_temp_tab_2, reindex_temp_before;
+-- No OR-clause groupings should happen - no clause permutations in
+-- the filtering conditions we should see in the EXPLAIN.
+EXPLAIN (COSTS OFF)
+SELECT * FROM tenk1 WHERE unique1 < 1 OR hundred < 2;
+                    QUERY PLAN                    
+--------------------------------------------------
+ Bitmap Heap Scan on tenk1
+   Recheck Cond: ((unique1 < 1) OR (hundred < 2))
+   ->  BitmapOr
+         ->  Bitmap Index Scan on tenk1_unique1
+               Index Cond: (unique1 < 1)
+         ->  Bitmap Index Scan on tenk1_hundred
+               Index Cond: (hundred < 2)
+(7 rows)
+
+-- OR clauses on the 'unique' column is grouped. So, clause permutation happened
+-- We see it in the 'Recheck Cond' and order of BitmapOr subpaths: index scan on
+-- the 'hundred' column occupies the first position.
+EXPLAIN (COSTS OFF)
+SELECT * FROM tenk1 WHERE unique1 < 1 OR unique1 < 3 OR hundred < 2;
+                             QUERY PLAN                              
+---------------------------------------------------------------------
+ Bitmap Heap Scan on tenk1
+   Recheck Cond: ((hundred < 2) OR ((unique1 < 1) OR (unique1 < 3)))
+   ->  BitmapOr
+         ->  Bitmap Index Scan on tenk1_hundred
+               Index Cond: (hundred < 2)
+         ->  Bitmap Index Scan on tenk1_unique1
+               Index Cond: (unique1 < ANY ('{1,3}'::integer[]))
+(7 rows)
+
 -- Check bitmap scan can consider similar OR arguments separately without
 -- grouping them into SAOP.
 CREATE TABLE bitmap_split_or (a int NOT NULL, b int NOT NULL, c int NOT NULL);
diff --git a/src/test/regress/expected/join.out b/src/test/regress/expected/join.out
index a57bb18c24..a950153d76 100644
--- a/src/test/regress/expected/join.out
+++ b/src/test/regress/expected/join.out
@@ -4333,20 +4333,20 @@ select * from tenk1 a join tenk1 b on
  Nested Loop
    Join Filter: (((a.unique1 = 1) AND (b.unique1 = 2)) OR ((a.unique2 = 3) AND (b.hundred = 4)))
    ->  Bitmap Heap Scan on tenk1 b
-         Recheck Cond: ((hundred = 4) OR (unique1 = 2))
+         Recheck Cond: ((unique1 = 2) OR (hundred = 4))
          ->  BitmapOr
-               ->  Bitmap Index Scan on tenk1_hundred
-                     Index Cond: (hundred = 4)
                ->  Bitmap Index Scan on tenk1_unique1
                      Index Cond: (unique1 = 2)
+               ->  Bitmap Index Scan on tenk1_hundred
+                     Index Cond: (hundred = 4)
    ->  Materialize
          ->  Bitmap Heap Scan on tenk1 a
-               Recheck Cond: ((unique2 = 3) OR (unique1 = 1))
+               Recheck Cond: ((unique1 = 1) OR (unique2 = 3))
                ->  BitmapOr
-                     ->  Bitmap Index Scan on tenk1_unique2
-                           Index Cond: (unique2 = 3)
                      ->  Bitmap Index Scan on tenk1_unique1
                            Index Cond: (unique1 = 1)
+                     ->  Bitmap Index Scan on tenk1_unique2
+                           Index Cond: (unique2 = 3)
 (17 rows)
 
 explain (costs off)
@@ -4360,12 +4360,12 @@ select * from tenk1 a join tenk1 b on
          Filter: ((unique1 = 2) OR (ten = 4))
    ->  Materialize
          ->  Bitmap Heap Scan on tenk1 a
-               Recheck Cond: ((unique2 = 3) OR (unique1 = 1))
+               Recheck Cond: ((unique1 = 1) OR (unique2 = 3))
                ->  BitmapOr
-                     ->  Bitmap Index Scan on tenk1_unique2
-                           Index Cond: (unique2 = 3)
                      ->  Bitmap Index Scan on tenk1_unique1
                            Index Cond: (unique1 = 1)
+                     ->  Bitmap Index Scan on tenk1_unique2
+                           Index Cond: (unique2 = 3)
 (12 rows)
 
 explain (costs off)
@@ -4377,12 +4377,12 @@ select * from tenk1 a join tenk1 b on
  Nested Loop
    Join Filter: (((a.unique1 = 1) AND (b.unique1 = 2)) OR (((a.unique2 = 3) OR (a.unique2 = 7)) AND (b.hundred = 4)))
    ->  Bitmap Heap Scan on tenk1 b
-         Recheck Cond: ((hundred = 4) OR (unique1 = 2))
+         Recheck Cond: ((unique1 = 2) OR (hundred = 4))
          ->  BitmapOr
-               ->  Bitmap Index Scan on tenk1_hundred
-                     Index Cond: (hundred = 4)
                ->  Bitmap Index Scan on tenk1_unique1
                      Index Cond: (unique1 = 2)
+               ->  Bitmap Index Scan on tenk1_hundred
+                     Index Cond: (hundred = 4)
    ->  Materialize
          ->  Bitmap Heap Scan on tenk1 a
                Recheck Cond: (((unique2 = 3) OR (unique2 = 7)) OR (unique1 = 1))
@@ -4403,12 +4403,12 @@ select * from tenk1 a join tenk1 b on
  Nested Loop
    Join Filter: (((a.unique1 = 1) AND (b.unique1 = 2)) OR (((a.unique2 = 3) OR (a.unique2 = 7)) AND (b.hundred = 4)))
    ->  Bitmap Heap Scan on tenk1 b
-         Recheck Cond: ((hundred = 4) OR (unique1 = 2))
+         Recheck Cond: ((unique1 = 2) OR (hundred = 4))
          ->  BitmapOr
-               ->  Bitmap Index Scan on tenk1_hundred
-                     Index Cond: (hundred = 4)
                ->  Bitmap Index Scan on tenk1_unique1
                      Index Cond: (unique1 = 2)
+               ->  Bitmap Index Scan on tenk1_hundred
+                     Index Cond: (hundred = 4)
    ->  Materialize
          ->  Bitmap Heap Scan on tenk1 a
                Recheck Cond: (((unique2 = 3) OR (unique2 = 7)) OR (unique1 = 1))
diff --git a/src/test/regress/expected/partition_join.out b/src/test/regress/expected/partition_join.out
index 938cedd79a..6101c8c7cf 100644
--- a/src/test/regress/expected/partition_join.out
+++ b/src/test/regress/expected/partition_join.out
@@ -2568,24 +2568,24 @@ where not exists (select 1 from prtx2
          ->  Seq Scan on prtx1_1
                Filter: ((a < 20) AND (c = 91))
          ->  Bitmap Heap Scan on prtx2_1
-               Recheck Cond: ((c = 99) OR (b = (prtx1_1.b + 1)))
+               Recheck Cond: ((b = (prtx1_1.b + 1)) OR (c = 99))
                Filter: (a = prtx1_1.a)
                ->  BitmapOr
-                     ->  Bitmap Index Scan on prtx2_1_c_idx
-                           Index Cond: (c = 99)
                      ->  Bitmap Index Scan on prtx2_1_b_idx
                            Index Cond: (b = (prtx1_1.b + 1))
+                     ->  Bitmap Index Scan on prtx2_1_c_idx
+                           Index Cond: (c = 99)
    ->  Nested Loop Anti Join
          ->  Seq Scan on prtx1_2
                Filter: ((a < 20) AND (c = 91))
          ->  Bitmap Heap Scan on prtx2_2
-               Recheck Cond: ((c = 99) OR (b = (prtx1_2.b + 1)))
+               Recheck Cond: ((b = (prtx1_2.b + 1)) OR (c = 99))
                Filter: (a = prtx1_2.a)
                ->  BitmapOr
-                     ->  Bitmap Index Scan on prtx2_2_c_idx
-                           Index Cond: (c = 99)
                      ->  Bitmap Index Scan on prtx2_2_b_idx
                            Index Cond: (b = (prtx1_2.b + 1))
+                     ->  Bitmap Index Scan on prtx2_2_c_idx
+                           Index Cond: (c = 99)
 (23 rows)
 
 select * from prtx1
diff --git a/src/test/regress/sql/create_index.sql b/src/test/regress/sql/create_index.sql
index be570da08a..51e030294e 100644
--- a/src/test/regress/sql/create_index.sql
+++ b/src/test/regress/sql/create_index.sql
@@ -1355,6 +1355,17 @@ SELECT  b.relname,
   ORDER BY 1;
 DROP TABLE concur_temp_tab_1, concur_temp_tab_2, reindex_temp_before;
 
+-- No OR-clause groupings should happen - no clause permutations in
+-- the filtering conditions we should see in the EXPLAIN.
+EXPLAIN (COSTS OFF)
+SELECT * FROM tenk1 WHERE unique1 < 1 OR hundred < 2;
+
+-- OR clauses on the 'unique' column is grouped. So, clause permutation happened
+-- We see it in the 'Recheck Cond' and order of BitmapOr subpaths: index scan on
+-- the 'hundred' column occupies the first position.
+EXPLAIN (COSTS OFF)
+SELECT * FROM tenk1 WHERE unique1 < 1 OR unique1 < 3 OR hundred < 2;
+
 -- Check bitmap scan can consider similar OR arguments separately without
 -- grouping them into SAOP.
 CREATE TABLE bitmap_split_or (a int NOT NULL, b int NOT NULL, c int NOT NULL);


^ permalink  raw  reply  [nested|flat] 48+ messages in thread

* Re: POC, WIP: OR-clause support for indexes
@ 2025-03-24 10:46  Pavel Borisov <[email protected]>
  parent: Andrei Lepikhov <[email protected]>
  0 siblings, 1 reply; 48+ messages in thread

From: Pavel Borisov @ 2025-03-24 10:46 UTC (permalink / raw)
  To: Andrei Lepikhov <[email protected]>; +Cc: Alexander Korotkov <[email protected]>; Alexander Lakhin <[email protected]>; [email protected]; a.rybakina <[email protected]>

Hi, Andrei!

On Mon, 24 Mar 2025 at 14:10, Andrei Lepikhov <[email protected]> wrote:
>
> Hi,
>
> Playing with the feature, I found a slightly irritating permutation -
> even if this code doesn't group any clauses, it may permute positions of
> the quals. See:
>
> DROP TABLE IF EXISTS main_tbl;
> CREATE TABLE main_tbl(id bigint, hundred int, thousand int);
> CREATE INDEX mt_hundred_ix ON main_tbl(hundred);
> CREATE INDEX mt_thousand_ix ON main_tbl(thousand);
> VACUUM (ANALYZE) main_tbl;
>
> SET enable_seqscan = off;
> EXPLAIN (COSTS OFF)
> SELECT m.id, m.hundred, m.thousand
> FROM main_tbl m WHERE (m.hundred < 2 OR m.thousand < 3);
>
>   Bitmap Heap Scan on public.main_tbl m
>     Output: id, hundred, thousand
>     Recheck Cond: ((m.thousand < 3) OR (m.hundred < 2))
>     ->  BitmapOr
>           ->  Bitmap Index Scan on mt_thousand_ix
>                 Index Cond: (m.thousand < 3)
>           ->  Bitmap Index Scan on mt_hundred_ix
>                 Index Cond: (m.hundred < 2)
>
> Conditions on the columns "thousand" and "hundred" changed their places
> according to the initial positions defined in the user's SQL.
> It isn't okay. I see that users often use the trick of "OR order" to
> avoid unnecessary calculations - most frequently, Subplan evaluations.
> So, it makes sense to fix.
> In the attachment, I have included a quick fix for this issue. Although
> many tests returned to their initial (pre-18) state, I added some tests
> specifically related to this issue to make it clearer.

I looked at your patch and have no objections to it.

However it's clearly stated in PostgreSQL manual that nothing about
the OR order is warranted [1]. So changing OR order was (and is) ok
and any users query tricks about OR order may work and may not work.

[1] https://www.postgresql.org/docs/17/sql-expressions.html#SYNTAX-EXPRESS-EVAL

Regards,
Pavel Borisov
Supabase





^ permalink  raw  reply  [nested|flat] 48+ messages in thread

* Re: POC, WIP: OR-clause support for indexes
@ 2025-03-24 12:46  Alena Rybakina <[email protected]>
  parent: Pavel Borisov <[email protected]>
  0 siblings, 1 reply; 48+ messages in thread

From: Alena Rybakina @ 2025-03-24 12:46 UTC (permalink / raw)
  To: Pavel Borisov <[email protected]>; Andrei Lepikhov <[email protected]>; +Cc: Alexander Korotkov <[email protected]>; Alexander Lakhin <[email protected]>; [email protected]

On 24.03.2025 13:46, Pavel Borisov wrote:
> Hi, Andrei!
>
> On Mon, 24 Mar 2025 at 14:10, Andrei Lepikhov<[email protected]>  wrote:
>> Hi,
>>
>> Playing with the feature, I found a slightly irritating permutation -
>> even if this code doesn't group any clauses, it may permute positions of
>> the quals. See:
>>
>> DROP TABLE IF EXISTS main_tbl;
>> CREATE TABLE main_tbl(id bigint, hundred int, thousand int);
>> CREATE INDEX mt_hundred_ix ON main_tbl(hundred);
>> CREATE INDEX mt_thousand_ix ON main_tbl(thousand);
>> VACUUM (ANALYZE) main_tbl;
>>
>> SET enable_seqscan = off;
>> EXPLAIN (COSTS OFF)
>> SELECT m.id, m.hundred, m.thousand
>> FROM main_tbl m WHERE (m.hundred < 2 OR m.thousand < 3);
>>
>>    Bitmap Heap Scan on public.main_tbl m
>>      Output: id, hundred, thousand
>>      Recheck Cond: ((m.thousand < 3) OR (m.hundred < 2))
>>      ->  BitmapOr
>>            ->  Bitmap Index Scan on mt_thousand_ix
>>                  Index Cond: (m.thousand < 3)
>>            ->  Bitmap Index Scan on mt_hundred_ix
>>                  Index Cond: (m.hundred < 2)
>>
>> Conditions on the columns "thousand" and "hundred" changed their places
>> according to the initial positions defined in the user's SQL.
>> It isn't okay. I see that users often use the trick of "OR order" to
>> avoid unnecessary calculations - most frequently, Subplan evaluations.
>> So, it makes sense to fix.
>> In the attachment, I have included a quick fix for this issue. Although
>> many tests returned to their initial (pre-18) state, I added some tests
>> specifically related to this issue to make it clearer.
> I looked at your patch and have no objections to it.
>
> However it's clearly stated in PostgreSQL manual that nothing about
> the OR order is warranted [1]. So changing OR order was (and is) ok
> and any users query tricks about OR order may work and may not work.
>
> [1]https://www.postgresql.org/docs/17/sql-expressions.html#SYNTAX-EXPRESS-EVAL
>
I agree with Andrey's changes and think we should fix this, because 
otherwise it might be inconvenient.
For example, without this changes we will have to have different test 
output files for the same query for different versions of Postres in 
extensions if the whole change is only related to the order of column 
output for a transformation that was not applied.

-- 
Regards,
Alena Rybakina
Postgres Professional


^ permalink  raw  reply  [nested|flat] 48+ messages in thread

* Re: POC, WIP: OR-clause support for indexes
@ 2025-03-27 23:18  Alexander Korotkov <[email protected]>
  parent: Alena Rybakina <[email protected]>
  0 siblings, 3 replies; 48+ messages in thread

From: Alexander Korotkov @ 2025-03-27 23:18 UTC (permalink / raw)
  To: Alena Rybakina <[email protected]>; +Cc: Pavel Borisov <[email protected]>; Andrei Lepikhov <[email protected]>; Alexander Lakhin <[email protected]>; [email protected]

Hi!

On Mon, Mar 24, 2025 at 2:46 PM Alena Rybakina
<[email protected]> wrote:
> I agree with Andrey's changes and think we should fix this, because otherwise it might be inconvenient.
> For example, without this changes we will have to have different test output files for the same query for different versions of Postres in extensions if the whole change is only related to the order of column output for a transformation that was not applied.

I agree with problem spotted by Andrei: it should be preferred to
preserve original order of clauses as much as possible.  The approach
implemented in Andrei's patch seems fragile for me.  Original order is
preserved if we didn't find any group.  But once we find a single
group original order might be destroyed completely.

The attached patch changes the reordering algorithm of
group_similar_or_args() in the following way.  We reorder each group
of similar clauses so that the first item of the group stays in place,
but all the other items are moved after it.  So, if there are no
similar clauses, the order of clauses stays the same.  When there are
some groups, only required reordering happens while the rest of the
clauses remain in their places.

------
Regards,
Alexander Korotkov
Supabase


Attachments:

  [application/octet-stream] v1-0001-Make-group_similar_or_args-reorder-clause-list-as.patch (16.4K, ../../CAPpHfdu71LCrXfwaRot1u_xfx7r92VFvZNRLvQJS79B3XFmBhg@mail.gmail.com/2-v1-0001-Make-group_similar_or_args-reorder-clause-list-as.patch)
  download | inline diff:
From 1829564b42450cac8d030d9942ef0a5f26ff86fe Mon Sep 17 00:00:00 2001
From: Alexander Korotkov <[email protected]>
Date: Fri, 28 Mar 2025 00:15:29 +0200
Subject: [PATCH v1] Make group_similar_or_args() reorder clause list as little
 as possible

Currently, group_similar_or_args() permutes original positions of clauses
independently on whether it manages to find any groups of similar clauses.
While we are not providing any strict warranties on saving the original order
of OR-clauses, it is preferred that the original order be modified as little
as possible.

This commit changes the reordering algorithm of group_similar_or_args() in
the following way.  We reorder each group of similar clauses so that the
first item of the group stays in place, but all the other items are moved
after it.  So, if there are no similar clauses, the order of clauses stays
the same.  When there are some groups, only required reordering happens while
the rest of the clauses remain in their places.

Reported-by: Andrei Lepikhov <[email protected]>
Discussion: https://postgr.es/m/3ac7c436-81e1-4191-9caf-b0dd70b51511%40gmail.com
---
 src/backend/optimizer/path/indxpath.c        | 60 +++++++++++++++++++-
 src/test/regress/expected/create_index.out   | 18 +++---
 src/test/regress/expected/join.out           | 52 ++++++++---------
 src/test/regress/expected/partition_join.out | 12 ++--
 4 files changed, 100 insertions(+), 42 deletions(-)

diff --git a/src/backend/optimizer/path/indxpath.c b/src/backend/optimizer/path/indxpath.c
index a43ca16d683..2a18bf7c7c3 100644
--- a/src/backend/optimizer/path/indxpath.c
+++ b/src/backend/optimizer/path/indxpath.c
@@ -1189,6 +1189,8 @@ typedef struct
 	Oid			inputcollid;	/* OID of the OpClause input collation */
 	int			argindex;		/* index of the clause in the list of
 								 * arguments */
+	int			groupindex;		/* value of argindex for the fist clause in
+								 * the group of similar clauses */
 } OrArgIndexMatch;
 
 /*
@@ -1229,6 +1231,29 @@ or_arg_index_match_cmp(const void *a, const void *b)
 	return 0;
 }
 
+/*
+ * Another comparison function for OrArgIndexMatch.  It sorts groups together
+ * using groupindex.  The group items are then sorted by argindex.
+ */
+static int
+or_arg_index_match_cmp_group(const void *a, const void *b)
+{
+	const OrArgIndexMatch *match_a = (const OrArgIndexMatch *) a;
+	const OrArgIndexMatch *match_b = (const OrArgIndexMatch *) b;
+
+	if (match_a->groupindex < match_b->groupindex)
+		return -1;
+	else if (match_a->groupindex > match_b->groupindex)
+		return 1;
+
+	if (match_a->argindex < match_b->argindex)
+		return -1;
+	else if (match_a->argindex > match_b->argindex)
+		return 1;
+
+	return 0;
+}
+
 /*
  * group_similar_or_args
  *		Transform incoming OR-restrictinfo into a list of sub-restrictinfos,
@@ -1282,6 +1307,7 @@ group_similar_or_args(PlannerInfo *root, RelOptInfo *rel, RestrictInfo *rinfo)
 
 		i++;
 		matches[i].argindex = i;
+		matches[i].groupindex = i;
 		matches[i].indexnum = -1;
 		matches[i].colnum = -1;
 		matches[i].opno = InvalidOid;
@@ -1400,9 +1426,41 @@ group_similar_or_args(PlannerInfo *root, RelOptInfo *rel, RestrictInfo *rinfo)
 		return orargs;
 	}
 
-	/* Sort clauses to make similar clauses go together */
+	/*
+	 * Sort clauses to make similar clauses go together.  But at the same
+	 * time, we would like to change the order of clauses as little as
+	 * possible.  To have this property, we reorder each group of similar
+	 * clauses so that the first item of the group stays in place, but all the
+	 * other items are moved after it.  So, if there are no similar clauses,
+	 * the order of clauses stays the same.  When there are some groups, only
+	 * required reordering happens while the rest of the clauses remain in
+	 * their places.  That is achieved by assigning a 'groupindex' to each
+	 * clause: the number of the first item in the group in the original
+	 * clause list.
+	 */
 	qsort(matches, n, sizeof(OrArgIndexMatch), or_arg_index_match_cmp);
 
+	/* Assign groupindex to the sorted clauses */
+	for (i = 1; i < n; i++)
+	{
+		/*
+		 * When two clauses are similar and should belong to the same group,
+		 * copy the 'groupindex' from the previous clause.  Given we are
+		 * considering clauses in direct order, all the clauses would have a
+		 * 'groupindex' equal to the 'groupindex' of the first clause in the
+		 * group.
+		 */
+		if ((matches[i].indexnum == matches[i - 1].indexnum ||
+			 matches[i].colnum == matches[i - 1].colnum ||
+			 matches[i].opno == matches[i - 1].opno ||
+			 matches[i].inputcollid == matches[i - 1].inputcollid) &&
+			matches[i].indexnum != -1)
+			matches[i].groupindex = matches[i - 1].groupindex;
+	}
+
+	/* Resort clauses first by groupindex then by argindex */
+	qsort(matches, n, sizeof(OrArgIndexMatch), or_arg_index_match_cmp_group);
+
 	/*
 	 * Group similar clauses into single sub-restrictinfo. Side effect: the
 	 * resulting list of restrictions will be sorted by indexnum and colnum.
diff --git a/src/test/regress/expected/create_index.out b/src/test/regress/expected/create_index.out
index bd5f002cf20..3bd18bbbac9 100644
--- a/src/test/regress/expected/create_index.out
+++ b/src/test/regress/expected/create_index.out
@@ -1899,13 +1899,13 @@ SELECT * FROM tenk1
                                                                 QUERY PLAN                                                                 
 -------------------------------------------------------------------------------------------------------------------------------------------
  Bitmap Heap Scan on tenk1
-   Recheck Cond: (((thousand = 42) AND (tenthous IS NULL)) OR ((thousand = 42) AND ((tenthous = 1) OR (tenthous = 3) OR (tenthous = 42))))
+   Recheck Cond: (((thousand = 42) AND ((tenthous = 1) OR (tenthous = 3) OR (tenthous = 42))) OR ((thousand = 42) AND (tenthous IS NULL)))
    Filter: ((tenthous = 1) OR (tenthous = 3) OR (tenthous = 42) OR (tenthous IS NULL))
    ->  BitmapOr
-         ->  Bitmap Index Scan on tenk1_thous_tenthous
-               Index Cond: ((thousand = 42) AND (tenthous IS NULL))
          ->  Bitmap Index Scan on tenk1_thous_tenthous
                Index Cond: ((thousand = 42) AND (tenthous = ANY ('{1,3,42}'::integer[])))
+         ->  Bitmap Index Scan on tenk1_thous_tenthous
+               Index Cond: ((thousand = 42) AND (tenthous IS NULL))
 (8 rows)
 
 EXPLAIN (COSTS OFF)
@@ -1938,13 +1938,13 @@ SELECT * FROM tenk1
                                                                      QUERY PLAN                                                                      
 -----------------------------------------------------------------------------------------------------------------------------------------------------
  Bitmap Heap Scan on tenk1
-   Recheck Cond: (((thousand = 42) AND ((tenthous = '3'::bigint) OR (tenthous = '42'::bigint))) OR ((thousand = 42) AND (tenthous = '1'::smallint)))
+   Recheck Cond: (((thousand = 42) AND (tenthous = '1'::smallint)) OR ((thousand = 42) AND ((tenthous = '3'::bigint) OR (tenthous = '42'::bigint))))
    Filter: ((tenthous = '1'::smallint) OR (tenthous = '3'::bigint) OR (tenthous = '42'::bigint))
    ->  BitmapOr
-         ->  Bitmap Index Scan on tenk1_thous_tenthous
-               Index Cond: ((thousand = 42) AND (tenthous = ANY ('{3,42}'::bigint[])))
          ->  Bitmap Index Scan on tenk1_thous_tenthous
                Index Cond: ((thousand = 42) AND (tenthous = '1'::smallint))
+         ->  Bitmap Index Scan on tenk1_thous_tenthous
+               Index Cond: ((thousand = 42) AND (tenthous = ANY ('{3,42}'::bigint[])))
 (8 rows)
 
 EXPLAIN (COSTS OFF)
@@ -2129,16 +2129,16 @@ SELECT count(*) FROM tenk1
 ---------------------------------------------------------------------------------------------------------------------------
  Aggregate
    ->  Bitmap Heap Scan on tenk1
-         Recheck Cond: ((hundred = 42) AND (((thousand = 99) AND (tenthous = 2)) OR ((thousand = 42) OR (thousand = 41))))
+         Recheck Cond: ((hundred = 42) AND (((thousand = 42) OR (thousand = 41)) OR ((thousand = 99) AND (tenthous = 2))))
          Filter: ((thousand = 42) OR (thousand = 41) OR ((thousand = 99) AND (tenthous = 2)))
          ->  BitmapAnd
                ->  Bitmap Index Scan on tenk1_hundred
                      Index Cond: (hundred = 42)
                ->  BitmapOr
-                     ->  Bitmap Index Scan on tenk1_thous_tenthous
-                           Index Cond: ((thousand = 99) AND (tenthous = 2))
                      ->  Bitmap Index Scan on tenk1_thous_tenthous
                            Index Cond: (thousand = ANY ('{42,41}'::integer[]))
+                     ->  Bitmap Index Scan on tenk1_thous_tenthous
+                           Index Cond: ((thousand = 99) AND (tenthous = 2))
 (12 rows)
 
 SELECT count(*) FROM tenk1
diff --git a/src/test/regress/expected/join.out b/src/test/regress/expected/join.out
index a57bb18c24f..14da5708451 100644
--- a/src/test/regress/expected/join.out
+++ b/src/test/regress/expected/join.out
@@ -4333,20 +4333,20 @@ select * from tenk1 a join tenk1 b on
  Nested Loop
    Join Filter: (((a.unique1 = 1) AND (b.unique1 = 2)) OR ((a.unique2 = 3) AND (b.hundred = 4)))
    ->  Bitmap Heap Scan on tenk1 b
-         Recheck Cond: ((hundred = 4) OR (unique1 = 2))
+         Recheck Cond: ((unique1 = 2) OR (hundred = 4))
          ->  BitmapOr
-               ->  Bitmap Index Scan on tenk1_hundred
-                     Index Cond: (hundred = 4)
                ->  Bitmap Index Scan on tenk1_unique1
                      Index Cond: (unique1 = 2)
+               ->  Bitmap Index Scan on tenk1_hundred
+                     Index Cond: (hundred = 4)
    ->  Materialize
          ->  Bitmap Heap Scan on tenk1 a
-               Recheck Cond: ((unique2 = 3) OR (unique1 = 1))
+               Recheck Cond: ((unique1 = 1) OR (unique2 = 3))
                ->  BitmapOr
-                     ->  Bitmap Index Scan on tenk1_unique2
-                           Index Cond: (unique2 = 3)
                      ->  Bitmap Index Scan on tenk1_unique1
                            Index Cond: (unique1 = 1)
+                     ->  Bitmap Index Scan on tenk1_unique2
+                           Index Cond: (unique2 = 3)
 (17 rows)
 
 explain (costs off)
@@ -4360,12 +4360,12 @@ select * from tenk1 a join tenk1 b on
          Filter: ((unique1 = 2) OR (ten = 4))
    ->  Materialize
          ->  Bitmap Heap Scan on tenk1 a
-               Recheck Cond: ((unique2 = 3) OR (unique1 = 1))
+               Recheck Cond: ((unique1 = 1) OR (unique2 = 3))
                ->  BitmapOr
-                     ->  Bitmap Index Scan on tenk1_unique2
-                           Index Cond: (unique2 = 3)
                      ->  Bitmap Index Scan on tenk1_unique1
                            Index Cond: (unique1 = 1)
+                     ->  Bitmap Index Scan on tenk1_unique2
+                           Index Cond: (unique2 = 3)
 (12 rows)
 
 explain (costs off)
@@ -4377,21 +4377,21 @@ select * from tenk1 a join tenk1 b on
  Nested Loop
    Join Filter: (((a.unique1 = 1) AND (b.unique1 = 2)) OR (((a.unique2 = 3) OR (a.unique2 = 7)) AND (b.hundred = 4)))
    ->  Bitmap Heap Scan on tenk1 b
-         Recheck Cond: ((hundred = 4) OR (unique1 = 2))
+         Recheck Cond: ((unique1 = 2) OR (hundred = 4))
          ->  BitmapOr
-               ->  Bitmap Index Scan on tenk1_hundred
-                     Index Cond: (hundred = 4)
                ->  Bitmap Index Scan on tenk1_unique1
                      Index Cond: (unique1 = 2)
+               ->  Bitmap Index Scan on tenk1_hundred
+                     Index Cond: (hundred = 4)
    ->  Materialize
          ->  Bitmap Heap Scan on tenk1 a
-               Recheck Cond: (((unique2 = 3) OR (unique2 = 7)) OR (unique1 = 1))
+               Recheck Cond: ((unique1 = 1) OR ((unique2 = 3) OR (unique2 = 7)))
                Filter: ((unique1 = 1) OR (unique2 = 3) OR (unique2 = 7))
                ->  BitmapOr
-                     ->  Bitmap Index Scan on tenk1_unique2
-                           Index Cond: (unique2 = ANY ('{3,7}'::integer[]))
                      ->  Bitmap Index Scan on tenk1_unique1
                            Index Cond: (unique1 = 1)
+                     ->  Bitmap Index Scan on tenk1_unique2
+                           Index Cond: (unique2 = ANY ('{3,7}'::integer[]))
 (18 rows)
 
 explain (costs off)
@@ -4403,21 +4403,21 @@ select * from tenk1 a join tenk1 b on
  Nested Loop
    Join Filter: (((a.unique1 = 1) AND (b.unique1 = 2)) OR (((a.unique2 = 3) OR (a.unique2 = 7)) AND (b.hundred = 4)))
    ->  Bitmap Heap Scan on tenk1 b
-         Recheck Cond: ((hundred = 4) OR (unique1 = 2))
+         Recheck Cond: ((unique1 = 2) OR (hundred = 4))
          ->  BitmapOr
-               ->  Bitmap Index Scan on tenk1_hundred
-                     Index Cond: (hundred = 4)
                ->  Bitmap Index Scan on tenk1_unique1
                      Index Cond: (unique1 = 2)
+               ->  Bitmap Index Scan on tenk1_hundred
+                     Index Cond: (hundred = 4)
    ->  Materialize
          ->  Bitmap Heap Scan on tenk1 a
-               Recheck Cond: (((unique2 = 3) OR (unique2 = 7)) OR (unique1 = 1))
+               Recheck Cond: ((unique1 = 1) OR ((unique2 = 3) OR (unique2 = 7)))
                Filter: ((unique1 = 1) OR (unique2 = 3) OR (unique2 = 7))
                ->  BitmapOr
-                     ->  Bitmap Index Scan on tenk1_unique2
-                           Index Cond: (unique2 = ANY ('{3,7}'::integer[]))
                      ->  Bitmap Index Scan on tenk1_unique1
                            Index Cond: (unique1 = 1)
+                     ->  Bitmap Index Scan on tenk1_unique2
+                           Index Cond: (unique2 = ANY ('{3,7}'::integer[]))
 (18 rows)
 
 explain (costs off)
@@ -4431,15 +4431,15 @@ select * from tenk1 a join tenk1 b on
    ->  Seq Scan on tenk1 b
    ->  Materialize
          ->  Bitmap Heap Scan on tenk1 a
-               Recheck Cond: (((unique2 = 3) OR (unique2 = 7)) OR ((unique1 = 3) OR (unique1 = 1)) OR (unique1 < 20))
+               Recheck Cond: ((unique1 < 20) OR ((unique1 = 3) OR (unique1 = 1)) OR ((unique2 = 3) OR (unique2 = 7)))
                Filter: ((unique1 < 20) OR (unique1 = 3) OR (unique1 = 1) OR (unique2 = 3) OR (unique2 = 7))
                ->  BitmapOr
-                     ->  Bitmap Index Scan on tenk1_unique2
-                           Index Cond: (unique2 = ANY ('{3,7}'::integer[]))
-                     ->  Bitmap Index Scan on tenk1_unique1
-                           Index Cond: (unique1 = ANY ('{3,1}'::integer[]))
                      ->  Bitmap Index Scan on tenk1_unique1
                            Index Cond: (unique1 < 20)
+                     ->  Bitmap Index Scan on tenk1_unique1
+                           Index Cond: (unique1 = ANY ('{3,1}'::integer[]))
+                     ->  Bitmap Index Scan on tenk1_unique2
+                           Index Cond: (unique2 = ANY ('{3,7}'::integer[]))
 (14 rows)
 
 --
diff --git a/src/test/regress/expected/partition_join.out b/src/test/regress/expected/partition_join.out
index 938cedd79ad..6101c8c7cf1 100644
--- a/src/test/regress/expected/partition_join.out
+++ b/src/test/regress/expected/partition_join.out
@@ -2568,24 +2568,24 @@ where not exists (select 1 from prtx2
          ->  Seq Scan on prtx1_1
                Filter: ((a < 20) AND (c = 91))
          ->  Bitmap Heap Scan on prtx2_1
-               Recheck Cond: ((c = 99) OR (b = (prtx1_1.b + 1)))
+               Recheck Cond: ((b = (prtx1_1.b + 1)) OR (c = 99))
                Filter: (a = prtx1_1.a)
                ->  BitmapOr
-                     ->  Bitmap Index Scan on prtx2_1_c_idx
-                           Index Cond: (c = 99)
                      ->  Bitmap Index Scan on prtx2_1_b_idx
                            Index Cond: (b = (prtx1_1.b + 1))
+                     ->  Bitmap Index Scan on prtx2_1_c_idx
+                           Index Cond: (c = 99)
    ->  Nested Loop Anti Join
          ->  Seq Scan on prtx1_2
                Filter: ((a < 20) AND (c = 91))
          ->  Bitmap Heap Scan on prtx2_2
-               Recheck Cond: ((c = 99) OR (b = (prtx1_2.b + 1)))
+               Recheck Cond: ((b = (prtx1_2.b + 1)) OR (c = 99))
                Filter: (a = prtx1_2.a)
                ->  BitmapOr
-                     ->  Bitmap Index Scan on prtx2_2_c_idx
-                           Index Cond: (c = 99)
                      ->  Bitmap Index Scan on prtx2_2_b_idx
                            Index Cond: (b = (prtx1_2.b + 1))
+                     ->  Bitmap Index Scan on prtx2_2_c_idx
+                           Index Cond: (c = 99)
 (23 rows)
 
 select * from prtx1
-- 
2.39.5 (Apple Git-154)



^ permalink  raw  reply  [nested|flat] 48+ messages in thread

* Re: POC, WIP: OR-clause support for indexes
@ 2025-03-28 10:47  Pavel Borisov <[email protected]>
  parent: Alexander Korotkov <[email protected]>
  2 siblings, 0 replies; 48+ messages in thread

From: Pavel Borisov @ 2025-03-28 10:47 UTC (permalink / raw)
  To: Alexander Korotkov <[email protected]>; +Cc: Alena Rybakina <[email protected]>; Andrei Lepikhov <[email protected]>; Alexander Lakhin <[email protected]>; [email protected]

Hi, Alexander!
d4378c0005e61b1bb7


On Fri, 28 Mar 2025 at 03:18, Alexander Korotkov <[email protected]> wrote:
>
> Hi!
>
> On Mon, Mar 24, 2025 at 2:46 PM Alena Rybakina
> <[email protected]> wrote:
> > I agree with Andrey's changes and think we should fix this, because otherwise it might be inconvenient.
> > For example, without this changes we will have to have different test output files for the same query for different versions of Postres in extensions if the whole change is only related to the order of column output for a transformation that was not applied.
>
> I agree with problem spotted by Andrei: it should be preferred to
> preserve original order of clauses as much as possible.  The approach
> implemented in Andrei's patch seems fragile for me.  Original order is
> preserved if we didn't find any group.  But once we find a single
> group original order might be destroyed completely.
>
> The attached patch changes the reordering algorithm of
> group_similar_or_args() in the following way.  We reorder each group
> of similar clauses so that the first item of the group stays in place,
> but all the other items are moved after it.  So, if there are no
> similar clauses, the order of clauses stays the same.  When there are
> some groups, only required reordering happens while the rest of the
> clauses remain in their places.

With your patch, I've re-checked that there are no changes in the
order of evaluation in plans compared to d4378c0005e61b1bb7

It might be good to also include Andrei's test from his last patch. i.e:

+-- No OR-clause groupings should happen - no clause permutations in
+-- the filtering conditions we should see in the EXPLAIN.
+EXPLAIN (COSTS OFF)
+SELECT * FROM tenk1 WHERE unique1 < 1 OR hundred < 2;
+
+-- OR clauses on the 'unique' column is grouped. So, clause
permutation happened
+-- We see it in the 'Recheck Cond' and order of BitmapOr subpaths:
index scan on
+-- the 'hundred' column occupies the first position.
+EXPLAIN (COSTS OFF)
+SELECT * FROM tenk1 WHERE unique1 < 1 OR unique1 < 3 OR hundred < 2;

I propose small changes for comments:

s/To have this property,/To do so,/g
s/in place, but all the/in place, and all the/g
s/some groups, only/some groups,/g
s/Resort/Re-sort/п

The patch overall looks good to me.

Regards,
Pavel Borisov
Supabase





^ permalink  raw  reply  [nested|flat] 48+ messages in thread

* Re: POC, WIP: OR-clause support for indexes
@ 2025-03-28 11:32  Andrei Lepikhov <[email protected]>
  parent: Alexander Korotkov <[email protected]>
  2 siblings, 1 reply; 48+ messages in thread

From: Andrei Lepikhov @ 2025-03-28 11:32 UTC (permalink / raw)
  To: Alexander Korotkov <[email protected]>; Alena Rybakina <[email protected]>; +Cc: Pavel Borisov <[email protected]>; Alexander Lakhin <[email protected]>; [email protected]

On 3/28/25 00:18, Alexander Korotkov wrote:
> The attached patch changes the reordering algorithm of
> group_similar_or_args() in the following way.  We reorder each group
> of similar clauses so that the first item of the group stays in place,
> but all the other items are moved after it.  So, if there are no
> similar clauses, the order of clauses stays the same.  When there are
> some groups, only required reordering happens while the rest of the
> clauses remain in their places.
The patch looks good to me from a technical perspective. But it seems 
like an overkill, isn't it?
You introduce additional CPU-consuming operations in the planning OR 
operations.
My point is: 1) as Pavel has mentioned, Postgres doesn't guarantee the 
evaluation/output order of the clauses at all. 2) we need that to keep 
regression tests stable (don't forget extensions' and forks' developers 
too). But it should be done once if we have no fluidity in OR clauses 
order in general.
The trade-off with tricky query writers and regression tests may be 
preserving the order until OR->ANY has happened. If it has happened, 
just ensure the order is determined somehow. Except that, any other 
spending on CPU cycles seems too expensive.

-- 
regards, Andrei Lepikhov





^ permalink  raw  reply  [nested|flat] 48+ messages in thread

* Re: POC, WIP: OR-clause support for indexes
@ 2025-03-28 11:59  Alexander Korotkov <[email protected]>
  parent: Andrei Lepikhov <[email protected]>
  0 siblings, 1 reply; 48+ messages in thread

From: Alexander Korotkov @ 2025-03-28 11:59 UTC (permalink / raw)
  To: Andrei Lepikhov <[email protected]>; +Cc: Alena Rybakina <[email protected]>; Pavel Borisov <[email protected]>; Alexander Lakhin <[email protected]>; [email protected]

On Fri, Mar 28, 2025 at 1:32 PM Andrei Lepikhov <[email protected]> wrote:
> On 3/28/25 00:18, Alexander Korotkov wrote:
> > The attached patch changes the reordering algorithm of
> > group_similar_or_args() in the following way.  We reorder each group
> > of similar clauses so that the first item of the group stays in place,
> > but all the other items are moved after it.  So, if there are no
> > similar clauses, the order of clauses stays the same.  When there are
> > some groups, only required reordering happens while the rest of the
> > clauses remain in their places.
> The patch looks good to me from a technical perspective. But it seems
> like an overkill, isn't it?
> You introduce additional CPU-consuming operations in the planning OR
> operations.

I don't think this is going to be CPU-consuming.  I don't think this
is going to be measurable.  This patch introduces one additional pass
over array of OrArgIndexMatch'es, and qsort of them.  I think I've
seen places where we spend quadratic time over the number of
OR-clauses.  Even calls of match_index_to_operand() for every clause
and every index look way more expensive.

> My point is: 1) as Pavel has mentioned, Postgres doesn't guarantee the
> evaluation/output order of the clauses at all. 2) we need that to keep
> regression tests stable (don't forget extensions' and forks' developers
> too). But it should be done once if we have no fluidity in OR clauses
> order in general.
> The trade-off with tricky query writers and regression tests may be
> preserving the order until OR->ANY has happened. If it has happened,
> just ensure the order is determined somehow. Except that, any other
> spending on CPU cycles seems too expensive.

I think my patch gives better determinism too.  For instance, output
order doesn't depend on order of indexes in rel->indexlist.


------
Regards,
Alexander Korotkov
Supabase





^ permalink  raw  reply  [nested|flat] 48+ messages in thread

* Re: POC, WIP: OR-clause support for indexes
@ 2025-03-28 12:15  Andrei Lepikhov <[email protected]>
  parent: Alexander Korotkov <[email protected]>
  0 siblings, 0 replies; 48+ messages in thread

From: Andrei Lepikhov @ 2025-03-28 12:15 UTC (permalink / raw)
  To: Alexander Korotkov <[email protected]>; +Cc: Alena Rybakina <[email protected]>; Pavel Borisov <[email protected]>; Alexander Lakhin <[email protected]>; [email protected]

On 3/28/25 12:59, Alexander Korotkov wrote:
> On Fri, Mar 28, 2025 at 1:32 PM Andrei Lepikhov <[email protected]> wrote:
> I don't think this is going to be CPU-consuming.  I don't think this
> is going to be measurable.  This patch introduces one additional pass
> over array of OrArgIndexMatch'es, and qsort of them.  I think I've
> seen places where we spend quadratic time over the number of
> OR-clauses.  Even calls of match_index_to_operand() for every clause
> and every index look way more expensive.
Ok, I have no more objections.

> I think my patch gives better determinism too.  For instance, output
> order doesn't depend on order of indexes in rel->indexlist.
Nice!

-- 
regards, Andrei Lepikhov





^ permalink  raw  reply  [nested|flat] 48+ messages in thread

* Re: POC, WIP: OR-clause support for indexes
@ 2025-03-28 12:23  Alena Rybakina <[email protected]>
  parent: Alexander Korotkov <[email protected]>
  2 siblings, 1 reply; 48+ messages in thread

From: Alena Rybakina @ 2025-03-28 12:23 UTC (permalink / raw)
  To: Alexander Korotkov <[email protected]>; +Cc: Pavel Borisov <[email protected]>; Andrei Lepikhov <[email protected]>; Alexander Lakhin <[email protected]>; [email protected]

On 28.03.2025 02:18, Alexander Korotkov wrote:
> Hi!
>
> On Mon, Mar 24, 2025 at 2:46 PM Alena Rybakina
> <[email protected]>  wrote:
>> I agree with Andrey's changes and think we should fix this, because otherwise it might be inconvenient.
>> For example, without this changes we will have to have different test output files for the same query for different versions of Postres in extensions if the whole change is only related to the order of column output for a transformation that was not applied.
> I agree with problem spotted by Andrei: it should be preferred to
> preserve original order of clauses as much as possible.  The approach
> implemented in Andrei's patch seems fragile for me.  Original order is
> preserved if we didn't find any group.  But once we find a single
> group original order might be destroyed completely.
>
> The attached patch changes the reordering algorithm of
> group_similar_or_args() in the following way.  We reorder each group
> of similar clauses so that the first item of the group stays in place,
> but all the other items are moved after it.  So, if there are no
> similar clauses, the order of clauses stays the same.  When there are
> some groups, only required reordering happens while the rest of the
> clauses remain in their places.
>

I agree with your code in general, but to be honest, double qsort 
confused me a little.

I understood why it is needed - we need to sort the elements so that 
they stand next to each other if they can be assigned to the same group, 
and then sort the groups themselves according to the set identifier.

I may be missing something, but in the worst case we can get the 
complexity of qsort O(n^2), right? And I saw the letter where you 
mentioned this, but it is possible to use mergesort algorithm instead of 
qsort, which in the worst case gives n * O(n) complexity?

-- 
Regards,
Alena Rybakina
Postgres Professional


^ permalink  raw  reply  [nested|flat] 48+ messages in thread

* Re: POC, WIP: OR-clause support for indexes
@ 2025-03-28 12:31  Alena Rybakina <[email protected]>
  parent: Alena Rybakina <[email protected]>
  0 siblings, 0 replies; 48+ messages in thread

From: Alena Rybakina @ 2025-03-28 12:31 UTC (permalink / raw)
  To: Alexander Korotkov <[email protected]>; +Cc: Pavel Borisov <[email protected]>; Andrei Lepikhov <[email protected]>; Alexander Lakhin <[email protected]>; [email protected]

On 28.03.2025 15:23, Alena Rybakina wrote:
>
> I agree with your code in general, but to be honest, double qsort 
> confused me a little.
>
> I understood why it is needed - we need to sort the elements so that 
> they stand next to each other if they can be assigned to the same 
> group, and then sort the groups themselves according to the set 
> identifier.
>
> I may be missing something, but in the worst case we can get the 
> complexity of qsort O(n^2), right? And I saw the letter where you 
> mentioned this, but it is possible to use mergesort algorithm  instead 
> of qsort, which in the worst case gives n * O(n) complexity?
>
No, sorry, I was wrong here and it is impossible to rewrite it this way. 
I apologize, I agree with your code.

-- 
Regards,
Alena Rybakina
Postgres Professional


^ permalink  raw  reply  [nested|flat] 48+ messages in thread


end of thread, other threads:[~2025-03-28 12:31 UTC | newest]

Thread overview: 48+ messages (download: mbox mbox.gz follow: Atom feed)
-- links below jump to the message on this page --
2015-12-26 18:04 POC, WIP: OR-clause support for indexes Teodor Sigaev <[email protected]>
2015-12-26 18:40 ` Feng Tian <[email protected]>
2015-12-26 19:25   ` Teodor Sigaev <[email protected]>
2016-01-11 03:16 ` David Rowley <[email protected]>
2016-01-28 11:16   ` Alvaro Herrera <[email protected]>
2016-02-29 18:04   ` Teodor Sigaev <[email protected]>
2016-03-10 13:04     ` Tomas Vondra <[email protected]>
2016-03-17 17:19       ` Teodor Sigaev <[email protected]>
2016-03-20 00:44         ` Tomas Vondra <[email protected]>
2016-03-25 15:13           ` David Steele <[email protected]>
2016-03-29 14:01             ` David Steele <[email protected]>
2016-03-18 16:38       ` Teodor Sigaev <[email protected]>
2016-03-18 23:46         ` Andreas Karlsson <[email protected]>
2022-12-28 04:19 ` Andrey Lepikhov <[email protected]>
2023-11-30 10:57 ` Alena Rybakina <[email protected]>
2023-12-04 06:50   ` Andrei Lepikhov <[email protected]>
2023-12-05 10:55     ` Andrei Lepikhov <[email protected]>
2024-01-27 02:58       ` vignesh C <[email protected]>
2024-01-30 14:15       ` jian he <[email protected]>
2024-01-31 02:55         ` jian he <[email protected]>
2024-01-31 10:15           ` jian he <[email protected]>
2024-01-31 11:10             ` Alena Rybakina <[email protected]>
2024-02-01 05:00               ` jian he <[email protected]>
2024-02-02 19:06                 ` Alena Rybakina <[email protected]>
2024-02-08 05:34                   ` Andrei Lepikhov <[email protected]>
2024-02-10 05:00                     ` jian he <[email protected]>
2024-02-12 05:52                       ` Andrei Lepikhov <[email protected]>
2024-02-12 08:55                         ` Alena Rybakina <[email protected]>
2024-02-12 09:01                           ` Andrei Lepikhov <[email protected]>
2024-02-12 10:51                             ` Alena Rybakina <[email protected]>
2024-02-13 10:43                               ` Andrei Lepikhov <[email protected]>
2024-02-13 00:00                     ` jian he <[email protected]>
2024-02-13 10:03                       ` Andrei Lepikhov <[email protected]>
2024-02-14 03:21                         ` Andrei Lepikhov <[email protected]>
2024-02-16 00:00                           ` jian he <[email protected]>
2024-02-16 05:32                             ` Andrei Lepikhov <[email protected]>
2024-02-16 12:54                               ` jian he <[email protected]>
2025-03-24 10:10 ` Andrei Lepikhov <[email protected]>
2025-03-24 10:46   ` Pavel Borisov <[email protected]>
2025-03-24 12:46     ` Alena Rybakina <[email protected]>
2025-03-27 23:18       ` Alexander Korotkov <[email protected]>
2025-03-28 10:47         ` Pavel Borisov <[email protected]>
2025-03-28 11:32         ` Andrei Lepikhov <[email protected]>
2025-03-28 11:59           ` Alexander Korotkov <[email protected]>
2025-03-28 12:15             ` Andrei Lepikhov <[email protected]>
2025-03-28 12:23         ` Alena Rybakina <[email protected]>
2025-03-28 12:31           ` Alena Rybakina <[email protected]>
2024-02-13 15:17 [PATCH v10 07/17] Reduce scope of BitmapHeapScan tbmiterator local variables Melanie Plageman <[email protected]>

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