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GAQM Databricks Certified Data Engineer Associate Exam Sample Questions (Q26-Q31):

NEW QUESTION # 26
A data analysis team has noticed that their Databricks SQL queries are running too slowly when connected to their always-on SQL endpoint. They claim that this issue is present when many members of the team are running small queries simultaneously. They ask the data engineering team for help. The data engineering team notices that each of the team's queries uses the same SQL endpoint.
Which of the following approaches can the data engineering team use to improve the latency of the team's queries?

A. They can turn on the Auto Stop feature for the SQL endpoint.B. They can turn on the Serverless feature for the SQL endpoint and change the Spot Instance Policy to
"Reliability Optimized."C. They can increase the maximum bound of the SQL endpoint's scaling range.D. They can turn on the Serverless feature for the SQL endpoint.E. They can increase the cluster size of the SQL endpoint.

Answer: C

NEW QUESTION # 27
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. FunctionB. ViewC. DatabaseD. Temporary viewE. Table

Answer: B

NEW QUESTION # 28
Which of the following describes a scenario in which a data team will want to utilize cluster pools?

A. An automated report needs to be made reproducible.B. An automated report needs to be runnable by all stakeholders.C. An automated report needs to be refreshed as quickly as possible.D. An automated report needs to be version-controlled across multiple collaborators.E. An automated report needs to be tested to identify errors.

Answer: B

NEW QUESTION # 29
A data engineer wants to schedule their Databricks SQL dashboard to refresh once per day, but they only want the associated SQL endpoint to be running when it is necessary.
Which of the following approaches can the data engineer use to minimize the total running time of the SQL endpoint used in the refresh schedule of their dashboard?

A. They can set up the dashboard's SQL endpoint to be serverless.B. They can ensure the dashboard's SQL endpoint is not one of the included query's SQL endpoint.C. They can reduce the cluster size of the SQL endpoint.D. They can ensure the dashboard's SQL endpoint matches each of the queries' SQL endpoints.E. They can turn on the Auto Stop feature for the SQL endpoint.

Answer: E

NEW QUESTION # 30
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 names of the files to be copied were not included with the FILES keyword.B. The PARQUET file format does not support COPY INTO.C. The previous day's file has already been copied into the table.D. The format of the files to be copied were not included with the FORMAT_OPTIONS keyword.E. The COPY INTO statement requires the table to be refreshed to view the copied rows.

Answer: C

NEW QUESTION # 31
......

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