dbt Labs Analytics Engineers dbt-Analytics-Engineering

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現在購買我們的產品，我們將會為你提供一年的免費升級服務，保證你順利通過認證考試。如果有任何更新版本，在一年內你可以無限次數的下載我們的產品。

dbt Labs dbt-Analytics-Engineering 考試大綱主題:

最新的 Analytics Engineers dbt-Analytics-Engineering 免費考試真題：

1. You get a warning during dbt run:WARNlNG: Found 100 rows in 'stg_customers' that will become duplicates in the 'dim_customers' target.

A) Investigate your dim_customers modeling logic to ensure a unique key is correctly used to prevent duplicates.
B) Increase the memory allocated for the database to handle the large number of duplicates.
C) Update the stg_customers source definition to include filtering logic to remove duplicate rows.
D) It's safe to ignore this warning, as de-duplication is handled automatically by dbt.

2. You're working in a highly collaborative environment. How could you manage contributions and updates to complex lineage macros to ensure maintainability and prevent conflicts?

A) Limit the number of people authorized to make changes to sensitive lineage macros-
B) Utilize a robust version control system (e.g., Git) for macro code.
C) All of the above-
D) Establish coding style guides and peer-review processes specifically for macros.

3. 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) Group sources based on update frequency and create separate dbt run commands for each group.
B) Employ the defer option if downstream models permit and ensure freshness checks are adjusted.
C) Set up dbt schedules within your dbt_project.yml with different intervals for each group.
D) Include the -exclude flag along with less-frequently updated source names.

4. You're collaborating with others on a dbt project. A new feature branch introduces unexpected errors. Which command combination helps analyze potential issues before merging into the main branch?

A) dbt docs generate on the new feature branch.
B) dbt deps followed by dbt compile
C) dbt seed to populate any new source tables.
D) dbt run followed by dbt test on both the feature branch and the main branch.

5. Your dbt project is part of a larger application where code for multiple components is merged into a shared main branch. Conflicts are becoming frequent. Which strategies could help mitigate merge conflicts?

A) All of the above.
B) Establish clear ownership and responsibilities for different areas of the dbt project.
C) Develop a communication process to notify teammates when changes are made to potentially shared models or sources.
D) Encourage frequent merging of smaller feature branches into the main branch.

問題與答案：