Choosing Between Alternate Key (Business Key) and Surrogate Key for Foreign Keys in the Fact Table: A Guide
When integrating a foreign key into the fact table, referencing the product dimension table, it's advisable to choose the surrogate key. The surrogate key, often an auto-incremented integer, serves as a unique identifier for each record in the dimension table.
Benefits of Surrogate Keys:
Stability for the Long Haul: Surrogate keys offer lasting stability. Unlike natural keys, they remain unchanged over time. In the dynamic world of source systems, alterations to the natural key of a product can pose challenges in your data warehouse. Surrogate keys act as a reliable shield against such complications.
Optimized Performance: Size matters, even in the key domain. Surrogate keys, being compact and numeric, enhance storage and query processing efficiency. Opting for foreign key relationships based on smaller numeric values can significantly boost overall performance.
Ensuring Consistency: Consistency is the backbone of a robust data warehouse. Surrogate keys play a crucial role in establishing uniformity, offering a standardized method for referencing dimension records across diverse fact tables. This contributes to a cohesive and consistent data environment.
Harmonized Integration: In the complex realm of data integration from various sources, each with its unique natural keys, surrogate keys play a vital role. They streamline and standardize the representation of dimension records within your data warehouse.
In Conclusion:
While the natural key may identify a product uniquely in the source system, opting for the surrogate key in foreign key relationships proves to be a strategic choice for the data warehouse. This choice fosters stability, enhances performance, and ensures unwavering consistency in your data model.
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