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The solution is to use SQL views, materialized views, or create a new table that contains only the filtered data the user needs.
Azure SQL Data Warehouse Azure SQL Data Warehouse keeps getting better. It now has several new features, such as Result-set Caching, Materialized Views, and support for sorted columnstore indexes.