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When changing a Hive-related conf at runtime, we are not passing the change to the underlying Hive metastore. For example, ```SET hive.metastore.warehouse.dir=/x/y/z``` The following link contains the possible conf: https://cwiki.apache.org/confluence/display/Hive/Configuration+Properties\r\n\r\n2. When changing the warehouse path conf `spark.sql.warehouse.dir`, we are not changing the corresponding Hive metastore default warehouse path conf: `hive.metastore.warehouse.dir`. Thus, this change does not take effect if the underlying catalog is Hive metastore.\r\n\r\nThis PR is to fix the above two issues by using the native Hive SQL interface, if necessary. \r\n\r\n#### How was this patch tested?\r\nAdded two test cases to verify if the run-time configuration works in either Hive metastore or In-Memory 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