A data sharing space (DSS) is generated for a base table having a set of rows with stored data. Requests are received to generate tables, each request including a query to the base table. A row from the set of rows is then accessed. The query is then applied to the row to generate results. An index value is then determined and a portion of the row is stored in the DSS based on the index value.