Re: Data warehousing requirements

From: Josh Berkus <josh(at)agliodbs(dot)com>
To: pgsql-performance(at)postgresql(dot)org
Cc: Gabriele Bartolini <angusgb(at)tin(dot)it>, "Aaron Werman" <awerman2(at)hotmail(dot)com>
Subject: Re: Data warehousing requirements
Date: 2004-10-07 22:50:20
Message-ID: 200410071550.20665.josh@agliodbs.com
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Gabriele,

> That's another interesting argument. Again, I had in mind the space
> efficiency principle and I decided to use null IDs for dimension tables if
> I don't have the information. I noticed though that in those cases I can't
> use any index and performances result very poor.

For one thing, this is false optimization; a NULL isn't saving you any table
size on an INT or BIGINT column. NULLs are only smaller on variable-width
columns. If you're going to start counting bytes, make sure it's an informed
count.

More importantly, you should never, ever allow null FKs on a star-topology
database. LEFT OUTER JOINs are vastly less efficient than INNER JOINs in a
query, and the difference between having 20 outer joins for your data view,
vs 20 regular joins, can easily be a difference of 100x in execution time.

--
--Josh

Josh Berkus
Aglio Database Solutions
San Francisco

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