You should also take a look at multitenancy / namespaces (same feature, 2 
different names for it).

http://code.google.com/appengine/docs/python/multitenancy/

I'd guess it can also be done in Java, my GAE experience is all Python.  In 
Python, you setup the default namespace for a request in your 
appengine_config.py based on more or less whatever logic you want, so easy 
to do it based on the URL hostname prefix.  The namespace effectively gives 
a soft partitioning of the datastore & memcache (I say "soft", as it's 
possible for a request handler to access all namespaces, if it wants to).

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