SCD Type 4 in a Lakehouse: History and Field Audit from Iceberg Snapshots

Keeping a Gold dimension clean while still answering "who changed what and when" means splitting current state from history. Here is how we drive a slowly changing dimension type 4 pattern off Apache Iceberg snapshot diffing, with separate