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.