Online Access Free dbtLabs.dbt-Analytics-Engineering.v2026-03-04.q170 Practice Test (Page 4)

dbt-Analytics-Engineering Exam Question 11

You define several sources. However, some are frequently updated, while others rarely change. How can you optimize your dbt run command to account for this difference?

A.Include the -exclude flag along with less-frequently updated source names.

B.Group sources based on update frequency and create separate dbt run commands for each group.

C.Set up dbt schedules within your dbt_project.yml with different intervals for each group.

D.Employ the defer option if downstream models permit and ensure freshness checks are adjusted.

dbt-Analytics-Engineering Exam Question 12

You have complex dbt models involving incremental logic based on a timestamp column. To debug a production issue, you want to temporarily force a full rebuild of a specific incremental model. Which dbt command-line options could help?

A.Add the -full-refresh flag to the dbt run command.

B.Write a macro within the model to switch behavior based on an environment variable.

C.Use dbt artifacts or the compilation context to access the current run's timestamp and override model logic.

D.Manually update the timestamp column in the incremental model's output table.

dbt-Analytics-Engineering Exam Question 13

You discover that dbt models create objects with the default database user's permissions. However, a policy mandates that analytics objects must be owned by a dedicated, less privileged account. How could you adapt your dbt workflow?

A.Implement pre-hooks or post-hooks to execute ALTER OWNER statements after model creation.

B.Configure the target database to automatically assign desired ownership to new objects in the schema

C.Modify your dbt profile to use the less privileged account's credentials during job execution.

D.Write dbt macros that contain permission management logic as part of the model deployment.

dbt-Analytics-Engineering Exam Question 14

Your team decides to strictly enforce a linear history on the main branch. How does this decision impact your development and merge workflow?

A.Feature branches would likely need to utilize git rebase before merging.

B.Pull requests would always show a single commit upon merging with the main branch.

C.Code reviews might need to focus on the overall change in the pull request instead of individual commits.

D.All of the above.

dbt-Analytics-Engineering Exam Question 15

You've added new tests to a dbt model but are unsure how to determine the test coverage. What's a practical first step?

A.Review the compiled SQL files generated by dbt.

B.Execute dbt test -select failing to identify any currently failing tests.

C.Employ a code coverage tool specifically designed for SQL.

D.Examine the output of dbt docs generate and dbt docs serve.

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dbt-Analytics-Engineering Exam Question 11

dbt-Analytics-Engineering Exam Question 12

dbt-Analytics-Engineering Exam Question 13

dbt-Analytics-Engineering Exam Question 14

dbt-Analytics-Engineering Exam Question 15

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