Free Access GAQM.Databricks-Certified-Data-Engineer-Associate.v2025-10-18.q113 Practice Test (Page 24)

Question 111

Which of the following describes when to use the CREATE STREAMING LIVE TABLE (formerly CREATE INCREMENTAL LIVE TABLE) syntax over the CREATE LIVE TABLE syntax when creating Delta Live Tables (DLT) tables using SQL?

A.CREATE STREAMING LIVE TABLE should be used when data needs to be processed incrementally.

B.CREATE STREAMING LIVE TABLE should be used when the subsequent step in the DLT pipeline is static.

C.CREATE STREAMING LIVE TABLE should be used when the previous step in the DLT pipeline is static.

D.CREATE STREAMING LIVE TABLE should be used when data needs to be processed through complicated aggregations.

E.CREATE STREAMING LIVE TABLE is redundant for DLT and it does not need to be used.

Question 112

A Delta Live Table pipeline includes two datasets defined using STREAMING LIVE TABLE. Three datasets are defined against Delta Lake table sources using LIVE TABLE.
The table is configured to run in Production mode using the Continuous Pipeline Mode.
Assuming previously unprocessed data exists and all definitions are valid, what is the expected outcome after clicking Start to update the pipeline?

A.All datasets will be updated at set intervals until the pipeline is shut down. The compute resources will persist to allow for additional testing.

B.All datasets will be updated once and the pipeline will persist without any processing. The compute resources will persist but go unused.

C.All datasets will be updated at set intervals until the pipeline is shut down. The compute resources will be deployed for the update and terminated when the pipeline is stopped.

D.All datasets will be updated once and the pipeline will shut down. The compute resources will be terminated.

E.All datasets will be updated once and the pipeline will shut down. The compute resources will persist to allow for additional testing.