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Exam Certified Data Engineer Associate topic 1 question 158 discussion

Actual exam question from Databricks's Certified Data Engineer Associate
Question #: 158
Topic #: 1
[All Certified Data Engineer Associate Questions]

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?

  • A. The STREAM function is not needed and will cause an error.
  • B. The data in the customers table has been updated since its last run.
  • C. The customers table is a streaming live table.
  • D. The customers table is a reference to a Structured Streaming query on a PySpark DataFrame.
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Suggested Answer: C 🗳️

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MultiCloudIronMan
5 days, 20 hours ago
Selected Answer: C
The correct answer is C. The customers table is a streaming live table. The STREAM function is used to indicate that the customers table is a streaming live table, which means it is continuously updated with new data. This allows the loyal_customers table to be created as a streaming live table that processes data incrementally as it arrives.
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