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Databricks-Certified-Data-Engineer-Associate Exam Dumps : Databricks Certified Data Engineer Associate Exam

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Databricks Certified Data Engineer Associate Exam Questions and Answers

Question 1

An organization needs to share a dataset stored in its Databricks Unity Catalog with an external partner who uses a different data platform that is not Databricks. The goal is to maintain data security and ensure the partner can access the data efficiently.

Which method should the data engineer use to securely share the dataset with the external partner?

Options:

A.

Using Delta Sharing with the open sharing protocol

B.

Exporting data as CSV files and emailing them

C.

Using a third-party API to access the Delta table

D.

Databricks-to-Databricks Sharing

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Question 2

The Delta transaction log for the ‘students’ tables is shown using the ‘DESCRIBE HISTORY students’ command. A Data Engineer needs to query the table as it existed before the UPDATE operation listed in the log.

Which command should the Data Engineer use to achieve this? (Choose two.)

Options:

A.

SELECT * FROM students@v4

B.

SELECT * FROM students TIMESTAMP AS OF ‘2024-04-22T 14:32:47.000+00:00’

C.

SELECT * FROM students FROM HISTORY VERSION AS OF 3

D.

SELECT * FROM students VERSION AS OF 5

E.

SELECT * FROM students TIMESTAMP AS OF ‘2024-04-22T 14:32:58.000+00:00’

Question 3

Which of the following benefits is provided by the array functions from Spark SQL?

Options:

A.

An ability to work with data in a variety of types at once

B.

An ability to work with data within certain partitions and windows

C.

An ability to work with time-related data in specified intervals

D.

An ability to work with complex, nested data ingested from JSON files

E.

An ability to work with an array of tables for procedural automation