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A pipeline joins order records to customers, but some orders refer to nonexistent customer identifiers. Which approach best fits?
Published
- Remove target leakage and rebuild an appropriately timed evaluation split.
- Add business-rule validation for value range and currency consistency.
- Validate referential relationships and quarantine or resolve orphaned records.
- Profile the source data and compare results with expected constraints.
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