Speeding up queries using materialized views

A materialized view is a Hive-managed database object that holds a query result you can use to speed up the execution of a query workload. If your queries are repetitive, you can reduce latency and resource consumption by using materialized views. You create materialized views to optimize your queries automatically.

Using a materialized view, the optimizer can compare old and new tables, rewrite queries to accelerate processing, and manage maintenance of the materialized view when data updates occur. The optimizer can use a materialized view to fully or partially rewrite projections, filters, joins, and aggregations.

You can perform the following materialized view operations:

  • Create a materialized view of queries or subqueries
  • Drop a materialized view
  • Show materialized views
  • Describe a materialized view
  • Enable or disable query rewriting based on a materialized view
  • Globally enable or disable rewriting based on any materialized view
  • Use partitioning to improve the performance of materialized views