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DATABRICKS-CERTIFIED-DATA-ENGINEER-ASSOCIATE · Question #37

DATABRICKS-CERTIFIED-DATA-ENGINEER-ASSOCIATE Question #37: Real Exam Question with Answer & Explanation

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Submitted by paula_co· Apr 18, 2026ELT with Spark SQL and Python

Question

A Delta Live Table pipeline includes two datasets defined using STREAMING LIVE TABLE. Three datasets are defined against Delta Lake table sources using LIVE TABLE. The table is configured to run in Development mode using the Continuous Pipeline Mode. Assuming previously unprocessed data exists and all definitions are valid, what is the expected outcome after clicking Start to update the pipeline?

Options

  • AAll datasets will be updated once and the pipeline will shut down. The compute resources will be
  • BAll datasets will be updated at set intervals until the pipeline is shut down. The compute resources
  • CAll datasets will be updated once and the pipeline will persist without any processing. The compute
  • DAll datasets will be updated once and the pipeline will shut down. The compute resources will
  • EAll datasets will be updated at set intervals until the pipeline is shut down. The compute resources

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Topics

#Delta Live Tables#Continuous Pipeline Mode#Streaming Data Processing#ELT Pipelines
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