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Creating a universe with oracle database

I am trying to build a universe on an oracle database that was designed to be dynamic, meaning that all the data fields are in one table in different rows.  I am able to create dimensions using a Case Statement but queries will return results on different rows.  I realize that this is due to the data residing in one table in rows as opposed to columns but is there a way to build a business layer so that the results will be on one row? 


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