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List all the columns that are required for managing or maintaining an incremental data load.

🟡 Medium Conceptual Junior level
1Times asked
Aug 2026Last seen
Aug 2026First seen

💡 Model Answer

Typical columns needed for incremental load management include:

  1. Primary key or unique identifier – to match records.
  2. Timestamp of last update or load – to detect changes.
  3. Change flag or status column – to indicate insert, update, delete.
  4. Version or revision number – for audit and conflict resolution.
  5. Load batch ID – to group records by load run.

These columns allow the ETL process to identify new or changed rows and apply them efficiently to the target.

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