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DATABRICKS-CERTIFIED-DATA-ENGINEER-ASSOCIATE · Question #43

DATABRICKS-CERTIFIED-DATA-ENGINEER-ASSOCIATE Question #43: Real Exam Question with Answer & Explanation

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Submitted by saadiq_pk· Apr 18, 2026Databricks Lakehouse Platform

Question

A data engineer is using the following code block as part of a batch ingestion pipeline to read from a composable table: Which of the following changes needs to be made so this code block will work when the transactions table is a stream source?

Options

  • AReplace predict with a stream-friendly prediction function
  • BReplace schema(schema) with option ("maxFilesPerTrigger", 1)
  • CReplace "transactions" with the path to the location of the Delta table
  • DReplace format("delta") with format("stream")
  • EReplace spark.read with spark.readStream

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Topics

#Structured Streaming#Spark API#Batch to Stream Conversion#Data Ingestion
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