Databricks profiler supported features
-
Reusable jobs — Create, view, update, and delete profile jobs at any time. A job's definition can be modified without recreating it.
-
Flexible scope — Profile a single table, a specific list of tables, or an entire schema.
-
Automatic classification — Each profiled field is matched to a masking algorithm using profile sets which are rule sets such as HIPAA or Financial, configured on the masking engine.
-
Adjustable scan coverage — Set what percentage of a table's data to scan, trading thoroughness for speed on large tables.
-
Automatic masking inventory — A successful run can generate a data set containing the resulting masking inventory which is ready for immediate use.
-
Support bundle integration — Profiler diagnostics are automatically included when you generate a support bundle.