Designing Data-Intensive Applications: The Big Ideas Behind Reliable, Scalable, and Maintainable Systems

by Martin Kleppmann

When the function that creates a derived dataset is not a standard cookie-cutter function like creating a secondary index, custom code is required to handle the application-specific aspects.