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Databricks-Certified-Data-Engineer-Associate - Databricks Certified Data Engineer Associate Exam

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

Question # 1

A data engineering team has noticed that their Databricks SQL queries are running too slowly when they are submitted to a non-running SQL endpoint. The data engineering team wants this issue to be resolved.

Which of the following approaches can the team use to reduce the time it takes to return results in this scenario?

A.

They can turn on the Serverless feature for the SQL endpoint and change the Spot Instance Policy to "Reliability Optimized."

B.

They can turn on the Auto Stop feature for the SQL endpoint.

C.

They can increase the cluster size of the SQL endpoint.

D.

They can turn on the Serverless feature for the SQL endpoint.

E.

They can increase the maximum bound of the SQL endpoint's scaling range

Question # 2

A data engineer needs to create a table in Databricks using data from their organization's existing SQLite database. They run the following command:

CREATE TABLE jdbc_customer360

USING

OPTIONS (

url "jdbc:sqlite:/customers.db", dbtable "customer360"

)

Which line of code fills in the above blank to successfully complete the task?

A.

autoloader

B.

org.apache.spark.sql.jdbc

C.

sqlite

D.

org.apache.spark.sql.sqlite

Question # 3

A data engineer wants to schedule their Databricks SQL dashboard to refresh every hour, but they only want the associated SQL endpoint to be running when it is necessary. The dashboard has multiple queries on multiple datasets associated with it. The data that feeds the dashboard is automatically processed using a Databricks Job.

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 turn on the Auto Stop feature for the SQL endpoint.

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 set up the dashboard's SQL endpoint to be serverless.

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