Online Access Free dbtLabs.dbt-Analytics-Engineering.v2026-03-04.q170 Practice Test (Page 7)

dbt-Analytics-Engineering Exam Question 26

You're setting up a new dbt project on a recently provisioned data warehouse. What actions are essential before your initial development begins?

A.Defining and implementing a schema and naming conventions for your dbt models within the data warehouse.

B.Establishing access controls and user roles specific to the dbt project's requirements.

C.Configuring monitoring and alerting to track data warehouse usage and events related to dbt jobs

D.All of the above

dbt-Analytics-Engineering Exam Question 27

A source table is updated with a full overwrite every night. Your dbt job fails due to freshness checks. What's a likely cause and solution?

A.The freshness check is misconfigured- Adjust the count and period settings.

B.The loaded_at field is absent Add the corresponding column or remove the check-

C.The source uses an incremental materialization. Change it to a 'table'

D.You need to schedule the dbt job to run after the nightly update.

dbt-Analytics-Engineering Exam Question 28

A package you depend on has released a major update with breaking changes. How might you approach the migration?

A.Update your packages.yml to point to the new version and immediately refactor all your dependent models.

B.Pin the package to the older version in your packages.yml file and plan a controlled migration.

C.Review the release notes and the migration guide provided by the package maintainers.

D.Fork the package and maintain your own custom version indefinitely.

dbt-Analytics-Engineering Exam Question 29

You're onboarding a new team member and need to set them up with a personal sandbox environment within your existing project. What factors do you need to consider?

A.How to provision data warehouse resources if needed, such as a separate schema or potentially even a dedicated database.

B.Whether they need access to production data replicas and how to control this securely

C.How to configure a profile on their machine and guide them to isolate changes to their sandbox.

D.All of the above.

dbt-Analytics-Engineering Exam Question 30

You write a macro to dynamically create a filter string and apply it within a model as follows:SQL

A.The database doesn't support comparison of the data type of the region column with a string value.

B.The macro templating incorrectly nests single and double quotes.

C.The generate_filter macro should be placed within a separate macros directory, not inline in the model.

D.You cannot dynamically apply filters using Jinja; they must be hardcoded in your model's SQL.

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dbt-Analytics-Engineering Exam Question 26

dbt-Analytics-Engineering Exam Question 27

dbt-Analytics-Engineering Exam Question 28

dbt-Analytics-Engineering Exam Question 29

dbt-Analytics-Engineering Exam Question 30

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