Pentaho Data Integration Community Edition -

[Orders_Input] → [Debugger] → [Filter_Date] Row sample (50 rows): order_id | customer | amount 1001 | ACME | 250.0 1002 | (null) | ABC ← TYPE ERROR

Flow rate: 342 rows/sec (stable) A “Copy Debugger as Transformation” button – turns the debugger’s current metrics into a new .ktr file that validates data quality rules, so you can later run it in production as a test job.

Column health: • amount: nulls 0% | avg 125.5 | outliers: 1 (9999.00) • customer: nulls 12% (suggest filter or default) • order_id: duplicates 0