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Databricks-Certified-Data-Engineer-Associate Exam Dumps : Databricks Certified Data Engineer Associate Exam

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Databricks Certified Data Engineer Associate Exam Questions and Answers

Question 1

A data engineer is maintaining an ETL pipeline code with a GitHub repository linked to their Databricks account. The data engineer wants to deploy the ETL pipeline to production as a databricks workflow.

Which approach should the data engineer use?

Options:

A.

Databricks Asset Bundles (DAB) + GitHub Integration

B.

Maintain workflow_config.j son and deploy it using Databricks CLI

C.

Manually create and manage the workflow in Ul

D.

Maintain workflow_conf ig. json and deploy it using Terraform

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Question 2

An engineering manager uses a Databricks SQL query to monitor ingestion latency for each data source. The manager checks the results of the query every day, but they are manually rerunning the query each day and waiting for the results.

Which of the following approaches can the manager use to ensure the results of the query are updated each day?

Options:

A.

They can schedule the query to refresh every 1 day from the SQL endpoint's page in Databricks SQL.

B.

They can schedule the query to refresh every 12 hours from the SQL endpoint's page in Databricks SQL.

C.

They can schedule the query to refresh every 1 day from the query's page in Databricks SQL.

D.

They can schedule the query to run every 1 day from the Jobs UI.

E.

They can schedule the query to run every 12 hours from the Jobs UI.

Question 3

Which of the following approaches should be used to send the Databricks Job owner an email in the case that the Job fails?

Options:

A.

Manually programming in an alert system in each cell of the Notebook

B.

Setting up an Alert in the Job page

C.

Setting up an Alert in the Notebook

D.

There is no way to notify the Job owner in the case of Job failure

E.

MLflow Model Registry Webhooks