You can create and run column profiles, enterprise discovery profiles, and scorecards in the native run-time environment or Hadoop run-time environment.
When you create or edit a profile or scorecard, you can choose Native or Hadoop validation environment. You can choose the Native, Blaze, or Spark run-time environment based on the validation environment. To process the profiles quickly, you can choose the Hadoop validation environment. You can run profiles with a Hive, Oracle, or HDFS data sources on the Spark engine in the Hadoop environment.