A mapping scheme is disclosed so that data can be communicated between a relational database and a system that represents data in a manner different than the relational database. In one embodiment, the mapping scheme uses a mapping catalog that identifies attributes, columns and tables in the relational database that store data for the attributes, and relations between tables in order to determine how to access the attributes.