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

Question # 1

The data architect has decided that once data has been ingested from external sources into the

Databricks Lakehouse, table access controls will be leveraged to manage permissions for all production tables and views.

The following logic was executed to grant privileges for interactive queries on a production database to the core engineering group.

GRANT USAGE ON DATABASE prod TO eng;

GRANT SELECT ON DATABASE prod TO eng;

Assuming these are the only privileges that have been granted to the eng group and that these users are not workspace administrators, which statement describes their privileges?

A.

Group members have full permissions on the prod database and can also assign permissions to other users or groups.

B.

Group members are able to list all tables in the prod database but are not able to see the results of any queries on those tables.

C.

Group members are able to query and modify all tables and views in the prod database, but cannot create new tables or views.

D.

Group members are able to query all tables and views in the prod database, but cannot create or edit anything in the database.

E.

Group members are able to create, query, and modify all tables and views in the prod database, but cannot define custom functions.

Question # 2

A data team's Structured Streaming job is configured to calculate running aggregates for item sales to update a downstream marketing dashboard. The marketing team has introduced a new field to track the number of times this promotion code is used for each item. A junior data engineer suggests updating the existing query as follows: Note that proposed changes are in bold.

Which step must also be completed to put the proposed query into production?

A.

Increase the shuffle partitions to account for additional aggregates

B.

Specify a new checkpointlocation

C.

Run REFRESH TABLE delta, /item_agg'

D.

Remove .option (mergeSchema', true') from the streaming write

Question # 3

An external object storage container has been mounted to the location /mnt/finance_eda_bucket.

The following logic was executed to create a database for the finance team:

After the database was successfully created and permissions configured, a member of the finance team runs the following code:

If all users on the finance team are members of the finance group, which statement describes how the tx_sales table will be created?

A.

A logical table will persist the query plan to the Hive Metastore in the Databricks control plane.

B.

An external table will be created in the storage container mounted to /mnt/finance eda bucket.

C.

A logical table will persist the physical plan to the Hive Metastore in the Databricks control plane.

D.

An managed table will be created in the storage container mounted to /mnt/finance eda bucket.

E.

A managed table will be created in the DBFS root storage container.

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