Databricks Certified Data Engineer Associate Structured Streaming 2

Question 1

Which metric best measures Structured Streaming effectiveness?

Accepted Answer

Domain-specific KPIs aligned with defined objectives

Answer

Effectiveness of Structured Streaming is best measured through KPIs that align with defined objectives.

Question 2

How does Structured Streaming handle change management?

Accepted Answer

Through controlled processes that assess impact before changes

Answer

Changes to Structured Streaming should follow controlled processes with proper impact assessment.

Question 3

What documentation is essential for Structured Streaming?

Accepted Answer

Policies, procedures, guidelines, and records of decisions

Answer

Essential Structured Streaming documentation includes policies, procedures, guidelines, and decision records.

Question 4

How does Structured Streaming contribute to continuous improvement?

Accepted Answer

Through regular assessment, feedback loops, and iterative enhancement

Answer

Continuous improvement in Structured Streaming comes from regular assessment and iterative enhancement cycles.

Question 5

What is the relationship between Structured Streaming and security?

Accepted Answer

Structured Streaming includes security considerations as an integral component

Answer

Security is an integral part of Structured Streaming, ensuring that implementations are protected and compliant.

Databricks Data Engineer Practice Test