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DATABRICKS-CERTIFIED-DATA-ENGINEER-ASSOCIATE · Question #40

DATABRICKS-CERTIFIED-DATA-ENGINEER-ASSOCIATE Question #40: Real Exam Question with Answer & Explanation

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Submitted by haru.x· Apr 18, 2026ELT with Spark SQL and Python

Question

A data engineer has joined an existing project and they see the following query in the project repository: CREATE STREAMING LIVE TABLE loyal_customers AS SELECT customer_id - FROM STREAM(LIVE.customers) WHERE loyalty_level = 'high'; Which of the following describes why the STREAM function is included in the query?

Options

  • AThe STREAM function is not needed and will cause an error.
  • BThe table being created is a live table.
  • CThe customers table is a streaming live table.
  • DThe customers table is a reference to a Structured Streaming query on a PySpark DataFrame.
  • EThe data in the customers table has been updated since its last run.

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Topics

#Delta Live Tables (DLT)#Streaming ETL#SQL#Streaming Sources
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