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CERTIFIED-DATA-ENGINEER-PROFESSIONAL · Question #30

CERTIFIED-DATA-ENGINEER-PROFESSIONAL Question #30: Real Exam Question with Answer & Explanation

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Building Data Pipelines with Delta Lake

Question

A nightly job ingests data into a Delta Lake table using the following code: The next step in the pipeline requires a function that returns an object that can be used to manipulate new records that have not yet been processed to the next table in the pipeline. Which code snippet completes this function definition?

Options

  • Adef new_records():
  • Breturn spark.readStream.table("bronze")
  • Creturn spark.readStream.load("bronze")
  • Dreturn spark.read.option("readChangeFeed", "true").table ("bronze")

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Topics

#Delta Lake#Structured Streaming#Data Pipelines#Data Ingestion
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