Re: Bad estimates

From: Laurenz Albe <laurenz(dot)albe(at)cybertec(dot)at>
To: Artur Zając <azajac(at)ang(dot)com(dot)pl>, pgsql-performance(at)lists(dot)postgresql(dot)org
Subject: Re: Bad estimates
Date: 2017-11-22 15:09:54
Message-ID: 1511363394.2553.68.camel@cybertec.at
Views: Raw Message | Whole Thread | Download mbox | Resend email
Thread:
Lists: pgsql-performance

Artur Zając wrote:
> We have table created like this:
>
> CREATE TABLE xyz AS SELECT generate_series(1,10000000,1) AS gs;
>
> Now:
>
> explain analyze select * from xyz where gs&1=1;

> Seq Scan on xyz (cost=0.00..260815.38 rows=68920 width=4)
> (actual time=0.044..2959.728 rows=5000000 loops=1)
> Filter: ((gs & 1) = 1)
> Rows Removed by Filter: 5000000
[...]
> And one more clause:
>
> explain analyze select * from xyz where gs&1=1 and gs&2=2 and gs&4=4;

> Seq Scan on xyz (cost=0.00..398655.62 rows=2 width=4)
> (actual time=0.052..3329.422 rows=1250000 loops=1)
> Filter: (((gs & 1) = 1) AND ((gs & 2) = 2) AND ((gs & 4) = 4))
> Rows Removed by Filter: 8750000

> As we can see estimates differs significally from the actual records count -
> only three clauses are reducing estimated number of records from 10000000 to
> 2.
>
> I noticed that each additional clause reduces the number about 200 times and
> define DEFAULT_NUM_DISTINCT is responsible for this behaviur.
>
> I think that this variable should be lower or maybe estimation using
> DEFAULT_NUM_DISTTINCT should be done once per table.

The problem is that the expression "gs & 1" is a black box for the
optimizer; it cannot estimate how selective the condition is and falls
back to a default value that is too low.

You can create an index to
a) improve the estimate
and
b) speed up the queries:

CREATE INDEX ON xyz ((gs & 1), (gs & 2), (gs & 4));

Don't forget to ANALYZE afterwards.

Yours,
Laurenz Albe

In response to

Browse pgsql-performance by date

  From Date Subject
Next Message Tom Lane 2017-11-22 15:19:23 Re: Query became very slow after 9.6 -> 10 upgrade
Previous Message Tomas Vondra 2017-11-22 15:07:26 Re: Query became very slow after 9.6 -> 10 upgrade