Free Access GAQM.Databricks-Certified-Data-Engineer-Associate.v2024-11-27.q107 Practice Test (Page 8)

Question 31

A data engineer wants to create a new table containing the names of customers that live in France.
They have written the following command:

A senior data engineer mentions that it is organization policy to include a table property indicating that the new table includes personally identifiable information (PII).
Which of the following lines of code fills in the above blank to successfully complete the task?

A."COMMENT PII"

B.PII

C.COMMENT "Contains PII"

D.There is no way to indicate whether a table contains PII.

E.TBLPROPERTIES PII

Question 32

A data engineer runs a statement every day to copy the previous day's sales into the table transactions. Each day's sales are in their own file in the location "/transactions/raw".
Today, the data engineer runs the following command to complete this task:

After running the command today, the data engineer notices that the number of records in table transactions has not changed.
Which of the following describes why the statement might not have copied any new records into the table?

A.The format of the files to be copied were not included with the FORMAT_OPTIONS keyword.

B.The names of the files to be copied were not included with the FILES keyword.

C.The previous day's file has already been copied into the table.

D.The PARQUET file format does not support COPY INTO.

E.The COPY INTO statement requires the table to be refreshed to view the copied rows.

Question 33

A Delta Live Table pipeline includes two datasets defined using STREAMING LIVE TABLE. Three datasets are defined against Delta Lake table sources using LIVE TABLE.
The table is configured to run in Production mode using the Continuous Pipeline Mode.
Assuming previously unprocessed data exists and all definitions are valid, what is the expected outcome after clicking Start to update the pipeline?

A.All datasets will be updated at set intervals until the pipeline is shut down. The compute resources will persist to allow for additional testing.

B.All datasets will be updated once and the pipeline will persist without any processing. The compute resources will persist but go unused.

C.All datasets will be updated at set intervals until the pipeline is shut down. The compute resources will be deployed for the update and terminated when the pipeline is stopped.

D.All datasets will be updated once and the pipeline will shut down. The compute resources will be terminated.

E.All datasets will be updated once and the pipeline will shut down. The compute resources will persist to allow for additional testing.

Question 34

A data engineer wants to create a data entity from a couple of tables. The data entity must be used by other data engineers in other sessions. It also must be saved to a physical location.
Which of the following data entities should the data engineer create?

A.Table

B.View

C.Database

D.Function

E.Temporary view

Question 35

Which of the following describes the storage organization of a Delta table?

A.Delta tables are stored in a single file that contains data, history, metadata, and other attributes.

B.Delta tables store their data in a single file and all metadata in a collection of files in a separate location.

C.Delta tables are stored in a collection of files that contain data, history, metadata, and other attributes.

D.Delta tables are stored in a collection of files that contain only the data stored within the table.

E.Delta tables are stored in a single file that contains only the data stored within the table.

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Question 31

Question 32

Question 33

Question 34

Question 35

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