What is an advantage of Type 1 slowly changing dimension?

Prepare for the DP-600 Fabric Analytics Engineer Exam. Study with flashcards and multiple choice questions, each offering hints and detailed explanations. Enhance your chances of success on the exam!

Multiple Choice

What is an advantage of Type 1 slowly changing dimension?

Explanation:
Type 1 slowly changing dimension overwrites the existing value with the new one, so historical versions are not kept. The practical advantage of this approach is that maintenance is straightforward and storage is minimized, because you only store the current state for each key and don’t manage multiple rows representing past values. The trade-off is you lose the ability to see how a value changed over time. This is why the option describing no historical data leading to easier maintenance and a smaller warehouse is the best fit. A choice about keeping history by inserting new rows would describe a Type 2 approach, not Type 1, and statements about constant freshness or increased size don’t align with Type 1’s behavior.

Type 1 slowly changing dimension overwrites the existing value with the new one, so historical versions are not kept. The practical advantage of this approach is that maintenance is straightforward and storage is minimized, because you only store the current state for each key and don’t manage multiple rows representing past values. The trade-off is you lose the ability to see how a value changed over time. This is why the option describing no historical data leading to easier maintenance and a smaller warehouse is the best fit. A choice about keeping history by inserting new rows would describe a Type 2 approach, not Type 1, and statements about constant freshness or increased size don’t align with Type 1’s behavior.

Subscribe

Get the latest from Passetra

You can unsubscribe at any time. Read our privacy policy