MultiProvider: Different Filters for Different Underlying InfoProviders

Hi Gurus,
I would like to ask if it is possible to set different query filters for different underlying InfoProviders?
For example:
I have Cube A and Cube B. Both are defined and identified in a MultiProvider. I have a query on this MP.
When user enters a key date 12.05.2010, data records from 01.01.2010 - 30.04.2010 should come from Cube A whereas 01.05.2010 - 11.05.2010 from Cube B.
Is this scenario possible?
Thanks,
Meng

Hi Christopher,
thanks for your reply.
I am aware of the prerequisite of common granularity for result into the same ROW. Since in this case I am using structure, so I think I do not have problem with it.
Regarding restricted key figure:
In case you haven't yet learnt it, a restricted key figure is a query in itself. Having two or more restricted key figures is the same as having two queries in your report.
You mentioned that a restricted key figure is itself a query. I have carried out the following test: I restrict 0CALMONTH 04.2011 in the global filter of a query while putting a restricted key figure (Amount 05.2011) with 0CALMONTH 05.2011 in the column section. However, no records are displayed for the column. If a restricted key figure is ANOTHER query on InfoProvider, then I should be able to see records for 05.2011.
Please kindly clear my doubts.
Thanks,
Meng

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