Re: New design for FK-based join selectivity estimation

From: Tomas Vondra <tomas(dot)vondra(at)2ndquadrant(dot)com>
To: Tom Lane <tgl(at)sss(dot)pgh(dot)pa(dot)us>
Cc: pgsql-hackers(at)postgresql(dot)org
Subject: Re: New design for FK-based join selectivity estimation
Date: 2016-06-19 10:44:38
Message-ID: 0cc0ee1c-7c47-7971-767a-0cf22b7f0a93@2ndquadrant.com
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On 06/18/2016 09:27 PM, Tom Lane wrote:
> I wrote:
>> Tomas Vondra <tomas(dot)vondra(at)2ndquadrant(dot)com> writes:
>>> Is this a good idea? I'd probably vote to do what's proposed (and
>>> rejected) in the second half of the comment, i.e. put back the clauses
>>> and skip the FK as that pretty much says "improve estimate or keep the
>>> current one, but don't risk making it worse."
>
>> I would buy that approach when it comes to "loose" quals, but I think
>> it's not right for EC-derived matches, because of the behavior we
>> discussed previously that an EC should be considered to have implicitly
>> generated all the matching quals even though it actually made only one
>> qual that might not be any of them exactly.
>
> After further thought I decided you're right, because one of the main
> original goals of ECs was to prevent double-counting the selectivity
> of redundant equality quals. Acting as though the EC had generated
> multiple redundant quals is likely to make things worse not better.
>
> I still feel that we're leaving something on the table here, but it
> would need to take the form of intelligently combining estimates for
> overlapping FKs, not just blindly multiplying them together. Seems
> like a task for later, especially considering that cases of this sort
> are likely to be rare.
>
> Pushed with adjustments for that.

OK, thanks. The one thing we haven't done is testing the performance, to
see how this fares. So I've repeated the tests I've done on the original
version of the patch here

https://www.postgresql.org/message-id/8344835e-18af-9d40-aed7-bd2261be9162@2ndquadrant.com

Sadly I don't have access to the machine used for the previous tests (on
a vacation and the machine sits under my desk at home), so I had to use
my laptop. That means a fair amount of variability due to power saving
built into the CPU, and also VM variability (using Xen VM). So the
numbers are not directly comparable to the old results, and I believe
the differences between the patched and unpatched version seem to be
quite clear despite the variability.

It's true the results are not as bad as with the originally committed
patch, but there are multiple cases where the planning time gets up to
~2x compared to master.

See the old-results.ods, and also old-scripts.tgz (the old scripts used
the GUC we removed, so I had to tweak it a bit, and you'll have to whack
it a bit to get it working).

Sure, those cases use many foreign keys (generally >=100), but the
conclusion with the old patch was that it matters and we spent a lot of
time to get it within 10% of master. There are also two or three cases
where the planning got quite a bit faster, for some reason.

I've also constructed another script, joining just 2 tables and doing
some funky things (e.g. adding a lot of overlapping foreign keys), and
in these cases the slowdown is even more significant - up to ~13x, and
the stddev also increased. See new-results.ods and new-scripts.tgz.

regards

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

Attachment Content-Type Size
old-results.ods application/vnd.oasis.opendocument.spreadsheet 63.8 KB
old-scripts.tgz application/gzip 977 bytes
new-results.ods application/vnd.oasis.opendocument.spreadsheet 479.5 KB
new-scripts.tgz application/gzip 662 bytes

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