Re: POC, WIP: OR-clause support for indexes

Alena Rybakina <lena.ribackina@yandex.ru>

From: Alena Rybakina <lena.ribackina@yandex.ru>
To: Peter Geoghegan <pg@bowt.ie>
Cc: "Finnerty, Jim" <jfinnert@amazon.com>, Marcos Pegoraro <marcos@f10.com.br>, Alena Rybakina <a.rybakina@postgrespro.ru>, Andrey Lepikhov <a.lepikhov@postgrespro.ru>, pgsql-hackers@postgresql.org, teodor@sigaev.ru, Ranier Vilela <ranier.vf@gmail.com>, Tomas Vondra <tomas.vondra@enterprisedb.com>
Date: 2023-08-09T11:33:31Z
Lists: pgsql-hackers

Commits

Same data as JSON: GET /api/v1/messages/:b64id/commits the thread's linked commits as JSON, with link sources. API reference →
  1. Make group_similar_or_args() reorder clause list as little as possible

  2. Allow usage of match_orclause_to_indexcol() for joins

  3. Skip not SOAP-supported indexes while transforming an OR clause into SAOP

  4. Remove the wrong assertion from match_orclause_to_indexcol()

  5. Teach bitmap path generation about transforming OR-clauses to SAOP's

  6. Transform OR-clauses to SAOP's during index matching

  7. Fix the value of or_to_any_transform_limit in postgresql.conf.sample

  8. Transform OR clauses to ANY expression

  9. MergeAttributes code deduplication

  10. SEARCH and CYCLE clauses

  11. Improve estimation of OR clauses using extended statistics.

  12. Teach btree to handle ScalarArrayOpExpr quals natively.

  13. Revise collation derivation method and expression-tree representation.

  14. Instead of trying to force WHERE clauses into CNF or DNF normal form,

Hi! Thank you for your research, I'm sure it will help me to fix the 
problem of calculating selectivity faster)
I'm sorry I didn't answer right away, to be honest, I had a full diary 
of urgent matters at work. For this reason, I didn't have enough time to 
work on this patch properly.

> The optimizer will itself do a limited form of "normalizing to CNF".
> Are you familiar with extract_restriction_or_clauses(), from
> orclauses.c? Comments above the function have an example of how this
> can work:
>
>   * Although a join clause must reference multiple relations overall,
>   * an OR of ANDs clause might contain sub-clauses that reference just one
>   * relation and can be used to build a restriction clause for that rel.
>   * For example consider
>   *      WHERE ((a.x = 42 AND b.y = 43) OR (a.x = 44 AND b.z = 45));
>   * We can transform this into
>   *      WHERE ((a.x = 42 AND b.y = 43) OR (a.x = 44 AND b.z = 45))
>   *          AND (a.x = 42 OR a.x = 44)
>   *          AND (b.y = 43 OR b.z = 45);
>   * which allows the latter clauses to be applied during the scans of a and b,
>   * perhaps as index qualifications, and in any case reducing the number of
>   * rows arriving at the join.  In essence this is a partial transformation to
>   * CNF (AND of ORs format).  It is not complete, however, because we do not
>   * unravel the original OR --- doing so would usually bloat the qualification
>   * expression to little gain.
This is an interesting feature. I didn't notice this function before, I 
studied many times consider_new_or_cause, which were called there. As 
far as I know, there is a selectivity calculation going on there, but as 
far as I remember, I called it earlier after my conversion, and 
unfortunately it didn't solve my problem with calculating selectivity. 
I'll reconsider it again, maybe I can find something I missed.
> Of course this immediately makes me wonder: shouldn't your patch be
> able to perform an additional transformation here? You know, by
> transforming "a.x = 42 OR a.x = 44" into "a IN (42, 44)"? Although I
> haven't checked for myself, I assume that this doesn't happen right
> now, since your patch currently performs all of its transformations
> during parsing.
>
> I also noticed that the same comment block goes on to say something
> about "clauselist_selectivity's inability to recognize redundant
> conditions". Perhaps that is relevant to the problems you were having
> with selectivity estimation, back when the code was in
> preprocess_qual_conditions() instead? I have no reason to believe that
> there should be any redundancy left behind by your transformation, so
> this is just one possibility to consider.
> Separately, the commit message of commit 25a9e54d2d says something
> about how the planner builds RestrictInfos, which seems
> possibly-relevant. That commit enhanced extended statistics for OR
> clauses, so the relevant paragraph describes a limitation of extended
> statistics with OR clauses specifically. I'm just guessing, but it
> still seems like it might be relevant to the problem you ran into with
> selectivity estimation. Another possibility to consider.

I understood what is said about AND clauses in this comment. It seems to 
me that AND clauses saved like (BoolExpr *) expr->args->(RestrictInfo *) 
clauseA->(RestrictInfo *)clauseB lists and OR clauses saved like 
(BoolExpr *) expr -> orclause->(RestrictInfo *)clause A->(RestrictInfo 
*)clause B.

As I understand it, selectivity is calculated for each expression. But 
I'll exploring it deeper, because I think this place may contain the 
answer to the question, what's wrong with selectivity calculation in my 
patch.

> BTW, I sometimes use RR to help improve my understanding of the planner:
>
> https://wiki.postgresql.org/wiki/Getting_a_stack_trace_of_a_running_PostgreSQL_backend_on_Linux/BSD#Recording_Postgres_using_rr_Record_and_Replay_Framework
> The planner has particularly complicated control flow, which has
> unique challenges -- just knowing where to begin can be difficult
> (unlike most other areas). I find that setting watchpoints to see when
> and where the planner modifies state using RR is far more useful than
> it would be with regular GDB. Once I record a query, I find that I can
> "map out" what happens in the planner relatively easily.
Thank you for sharing this source! I didn't know about this before, and 
it will definitely make my life easier to understand the optimizer.

I understand what you mean, and I researched the optimizer in a similar 
way through gdb and looked at the comments and code in postgresql. This 
is a complicated way and I didn't always understand correctly what this 
variable was doing in this place, and this created some difficulties for me.

So, thank you for the link!

> Many interesting cases won't get SAOP transformation from the patch,
> simply because of the or_transform_limit GUC's default of 500. I don't
> think that that design makes too much sense. It made more sense back
> when the focus was on expression evaluation overhead. But that's only
> one of the benefits that we now expect from the patch, right? So it
> seems like something that should be revisited soon.
>
> I'm not suggesting that there is no need for some kind of limit. But
> it seems like a set of heuristics might be a better approach. Although
> I would like to get a better sense of the costs of the transformation
> to be able to say too much more.

Yes, this may be revised in the future after some transformations. 
Initially, I was solving the problem described here [0]. So, after 
testing [1], I come to the conclusion that 500 is the ideal value for 
or_transform_limit.

[0] 
https://www.postgresql.org/message-id/919bfbcb-f812-758d-d687-71f89f0d9a68%40postgrespro.ru

[1] 
https://www.postgresql.org/message-id/6b97b517-f36a-f0c6-3b3a-0cf8cfba220c%40yandex.ru

-- 
Regards,
Alena Rybakina
Postgres Professional