DP-203 Certification Practice Question #251

Question

You have an Azure Databricks resource.
You need to log actions that relate to changes in compute for the Databricks resource.
Which Databricks services should you log?

Accepted Answer

Delta Lake is designed for exactly the combination of requirements that show up often in DP-203 scenarios: reliable writes, ACID guarantees, and the ability to use one copy of data for both batch and streaming. Microsoft Learn states that Delta Lake integrates tightly with Structured Streaming and supports scalable incremental processing. That makes Delta Lake the strongest answer.