Re: Significant performance issues with array_agg() + HashAggregate plans on Postgres 17

Tom Lane <tgl@sss.pgh.pa.us>

From: Tom Lane <tgl@sss.pgh.pa.us>
To: Scott Carey <scott.carey@algonomy.com>
Cc: Jeff Davis <pgsql@j-davis.com>, David Rowley <dgrowleyml@gmail.com>, pgsql-performance@lists.postgresql.org
Date: 2026-04-02T17:38:18Z
Lists: pgsql-performance

Attachments

Scott Carey <scott.carey@algonomy.com> writes:
> I have discovered the root cause.
> This database is old.  It pre-dates Postgres 8.4 which introduced
> array_agg.   Apparently, in some version prior to 8.4 array_agg was added
> as a user function, defined as below for bigint:

>  create AGGREGATE array_agg(
>       BASETYPE = bigint,
>       SFUNC = array_append,
>       STYPE = bigint[],
>       INITCOND = '{}'
>  );

> So if you create a test database and run the previous test, performance
> will be fine and the query will be fast.  Then run:
> create AGGREGATE array_agg(BASETYPE = bigint, SFUNC = array_append,STYPE =
> bigint[], INITCOND = '{}');

> It will be slow and reproduce this behavior.

Thank you for running that to ground!  I confirm your results that v13
and up are far slower for this example than v12 was.

> Why would this run so much more slowly after updating from postgres 12 to
> 17?   It is a user defined aggregate, although maybe not as optimized as
> the intrinsic one it shouldn't behave this way.

I did some bisecting using the attached simplified test case, and found
that the query execution time jumps from circa 60ms to circa 7500ms here:

1f39bce021540fde00990af55b4432c55ef4b3c7 is the first bad commit
commit 1f39bce021540fde00990af55b4432c55ef4b3c7
Author: Jeff Davis <jdavis@postgresql.org>
Date:   Wed Mar 18 15:42:02 2020 -0700

    Disk-based Hash Aggregation.

    While performing hash aggregation, track memory usage when adding new
    groups to a hash table. If the memory usage exceeds work_mem, enter
    "spill mode".

(Times quoted are on a Mac M4 Pro, but in assert-enabled builds so
maybe not directly comparable to production.)

I'm bemused as to why: the test case has work_mem set high enough that
we shouldn't be triggering spill mode, so why did this change affect
it at all?

			regards, tom lane

Commits

Same data as JSON: GET /api/v1/messages/:b64id/commits the thread's linked commits as JSON, with link sources. API reference →
  1. Disk-based Hash Aggregation.