to build a scalable schema on GAE I'd consider
this agile/tracer bullet approach:
1 identify your most common couple of use cases
  eg building home page, list friends, etc
2 implement it from front end to back end
 using keyed reads over queries where
possible
3 add new features without breaking the
speed of your top use cases

use background tasks to propagate
updates to denormalized data where
needed.

consider slim3 dao for global transactions
to keep your model consistant


mike




On Aug 5, 8:06 pm, Jeff Schnitzer <j...@infohazard.org> wrote:
> On Fri, Aug 5, 2011 at 11:45 AM, William Levesque
>
> <billleves...@gmail.com> wrote:
>
> > But is Google's position that all data should be denormalized?
>
> I don't think anyone would say that.  I wrote up my thoughts around
> this subject here:
>
> http://blog.similarity.com/post/7541938593/how-to-build-an-online-dat...
>
> The upshot is that we've been conditioned by SQL theorists to believe
> that there is a "proper" way of modeling data; that the data itself
> defines the schema and the magic of the RDBMS behind the curtain makes
> it fast.  Unfortunately, this is a lie.  It worked to a point but the
> traffic demands of a mass consumer application have vastly outstripped
> the RDBMS.  You're back to figuring out how to optimize your schema
> for your particular query profile.
>
> So the answer is not "denormalize everything", it's "denormalize the
> right things".  And "the right things" will vary from application to
> application.  You just have to build up a correct mental model of how
> the datastore performs and then design your application accordingly.
>
> Jeff

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