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Databricks Certified Data Engineer Associate · Databricks
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- MERGE INTO is the standard approach for SCD Type 1 (overwrite) and Type 2 (history tracking). For SCD Type 1: WHEN MATCHED UPDATE overwrites existing records, WHEN NOT MATCHED INSERT adds new records. This is atomic, efficient, and handles both updates and inserts in a single operation.