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Databricks-Certified-Data-Engineer-Associate Questions and Answers

Question # 1

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

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

Question # 2

A data engineer is running code in a Databricks Repo that is cloned from a central Git repository. A colleague of the data engineer informs them that changes have been made and synced to the central Git repository. The data engineer now needs to sync their Databricks Repo to get the changes from the central Git repository.

Which of the following Git operations does the data engineer need to run to accomplish this task?

A.

Merge

B.

Push

C.

Pull

D.

Commit

E.

Clone

Question # 3

A data analyst has a series of queries in a SQL program. The data analyst wants this program to run every day. They only want the final query in the program to run on Sundays. They ask for help from the data engineering team to complete this task.

Which of the following approaches could be used by the data engineering team to complete this task?

A.

They could submit a feature request with Databricks to add this functionality.

B.

They could wrap the queries using PySpark and use Python’s control flow system to determine when to run the final query.

C.

They could only run the entire program on Sundays.

D.

They could automatically restrict access to the source table in the final query so that it is only accessible on Sundays.

E.

They could redesign the data model to separate the data used in the final query into a new table.

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