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

Question # 1

A data engineer is using the following code block as part of a batch ingestion pipeline to read from a composable table:

Which of the following changes needs to be made so this code block will work when the transactions table is a stream source?

A.

Replace predict with a stream-friendly prediction function

B.

Replace schema(schema) with option ("maxFilesPerTrigger", 1)

C.

Replace "transactions" with the path to the location of the Delta table

D.

Replace format("delta") with format("stream")

E.

Replace spark.read with spark.readStream

Question # 2

A data organization leader is upset about the data analysis team’s reports being different from the data engineering team’s reports. The leader believes the siloed nature of their organization’s data engineering and data analysis architectures is to blame.

Which of the following describes how a data lakehouse could alleviate this issue?

A.

Both teams would autoscale their work as data size evolves

B.

Both teams would use the same source of truth for their work

C.

Both teams would reorganize to report to the same department

D.

Both teams would be able to collaborate on projects in real-time

E.

Both teams would respond more quickly to ad-hoc requests

Question # 3

A data engineer needs access to a table new_uable, but they do not have the correct permissions. They can ask the table owner for permission, but they do not know who the table owner is.

Which approach can be used to identify the owner of new_table?

A.

There is no way to identify the owner of the table

B.

Review the Owner field in the table's page in the cloud storage solution

C.

Review the Permissions tab in the table's page in Data Explorer

D.

Review the Owner field in the table’s page in Data Explorer

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