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Exam Databricks-Certified-Associate-Developer-for-Apache-Spark-3.5 All Questions
Exam Databricks-Certified-Associate-Developer-for-Apache-Spark-3.5 All Questions

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Databricks Databricks-Certified-Associate-Developer-for-Apache-Spark-3.5 Question # 3 Topic 1 Discussion

Databricks-Certified-Associate-Developer-for-Apache-Spark-3.5 Exam Topic 1 Question 3 Discussion:
Question #: 3
Topic #: 1

A data engineer is building an Apache Spark™ Structured Streaming application to process a stream of JSON events in real time. The engineer wants the application to be fault-tolerant and resume processing from the last successfully processed record in case of a failure. To achieve this, the data engineer decides to implement checkpoints.

Which code snippet should the data engineer use?
A.

query = streaming_df.writeStream \

.format("console") \

.option("checkpoint", "/path/to/checkpoint") \

.outputMode("append") \

.start()

B.

query = streaming_df.writeStream \

.format("console") \

.outputMode("append") \

.option("checkpointLocation", "/path/to/checkpoint") \

.start()

C.

query = streaming_df.writeStream \

.format("console") \

.outputMode("complete") \

.start()

D.

query = streaming_df.writeStream \

.format("console") \

.outputMode("append") \

.start()

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Actual exam question for Databricks Databricks-Certified-Associate-Developer-for-Apache-Spark-3.5 exam by Riven88609 at May 30, 2025, 5:44:53 AM

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