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dbt-Analytics-Engineering Latest Demo, New dbt-Analytics-Engineering Dumps Book

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dbt-Analytics-Engineering Latest Demo, New dbt-Analytics-Engineering Dumps Book

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dbt Labs dbt Analytics Engineering Certification Exam Sample Questions (Q245-Q250):NEW QUESTION # 245
(Multiple Select)
  • A. Using an 's' at the end of tables.
  • B. The error_after freshness check syntax.
  • C. Indenting freshness incorrectly under the customers table.
  • D. Misspelling "orders" as "orderes".
Answer: C,D
Explanation:
YAML cares about spelling and indentation. The others are valid parts of source definition syntax.

NEW QUESTION # 246
dbt Model Snippet:SQL
  • A. The source() function retrieving data from the incorrect schema.
  • B. The GROUP BY month clause leading to duplicate rows.
  • C. The SUM(order_amount) aggregation logic.
  • D. Incorrect Jinja usage within a macro used for templating.
Answer: C
Explanation:
Focus on the calculation itself, as the rest of the structure seems expected. The source reference and grouping appear standard.

NEW QUESTION # 247
You're getting inconsistent errors when adding new models in your dbt_project.yml. You suspect typos or indentation issues. How can you proactively improve this situation?
  • A. Write tests covering various aspects of dbt_project.yml to proactively catch errors.
  • B. Use a code editor or IDE with YAML-specific linting and auto-formatting support.
  • C. All of the above.
  • D. Set up a pre-commit hook that runs a YAML validation script before committing changes.
Answer: C
Explanation:
Each of these plays a role in preventing YAML errors.

NEW QUESTION # 248
You're working with a dbt project in both development and production environments.
Which configuration technique is best suited to handle differences in database connection details between these environments?
  • A. Use the target flag when running dbt commands.
  • B. Utilize environment variables in conjunction with the profiles.yml file.
  • C. Create separate branches for each environment and maintain different dbt_project.yml files in each branch.
  • D. Define multiple profile sections within the dbt_project.yml
Answer: B
Explanation:
Environment variables and a corresponding profiles.yml provide the most flexible and secure way to manage environment-specific settings.

NEW QUESTION # 249
During development, you frequently used temporary print statements for debugging. Which of the following is the best practice before opening a pull request?
  • A. Leave the print statements for future reference, in case similar debugging is needed-
  • B. Remove the print statements entirely from your commits-
  • C. Comment out the print statements but leave them in the code.
  • D. Consolidate the print statements into a separate debugging function that can be toggled on and off
Answer: B
Explanation:
Debugging code should generally not be part of committed changes, as it clutters the codebase and offers no value to the core functionality.

NEW QUESTION # 250
......
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