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Exam Associate-Developer-Apache-Spark-3.5 Topic 1 Question 70 Discussion

Actual exam question for Databricks's Associate-Developer-Apache-Spark-3.5 exam
Question #: 70
Topic #: 1
Which feature of Spark Connect is considered when designing an application to enable remote interaction with the Spark cluster?

Suggested Answer: C Vote an answer

Comprehensive and Detailed Explanation:
Spark Connect introduces a decoupled client-server architecture. Its key feature is enabling Spark job submission and execution from remote clients - in Python, Java, etc.
From Databricks documentation:
"Spark Connect allows remote clients to connect to a Spark cluster and execute Spark jobs without being co- located with the Spark driver." A is close, but "any language" is overstated (currently supports Python, Java, etc., not literally all).
B refers to REST, which is not Spark Connect's mechanism.
D is incorrect; Spark Connect isn't focused on ingestion.
Final Answer: C

by Max at Jul 01, 2026, 08:58 AM

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