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GCP-ADP Data Analysis And Presentation Practice Question

When optimizing a Looker model, you want to prevent users from accidentally running very expensive queries. Which parameter should you use in LookML?

Answer choices

Why each option matters

Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.

Correct answer & explanation

sql_always_where

The 'sql_always_where' parameter forces a filter on every query, which is an effective guardrail for cost and performance.

Answer analysis

Option-by-option breakdown

For each option: why learners choose it and why it is or isn't the right answer here.

  • query_limit

    Why it's wrong here

    While query_limit sets a limit on results, it is a less robust tool for forcing specific filter conditions.

  • access_filter

    Why it's wrong here

    Access filters are for data security (limiting rows per user), not specifically for preventing expensive queries.

  • always_filter

    Why it's wrong here

    This prompts the user to apply a filter but doesn't force a hard restriction like sql_always_where.

  • sql_always_where

    Why this is correct

    This ensures a filter is applied to every query generated by the Explore.

About these practice questions

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JA

Written and reviewed by Johnson Ajibi, MSc IT Security

Senior Network & Security Engineer · founder of Courseiva

Last reviewed August 2026 · checked against the official Google Cloud exam blueprint

This GCP-ADP practice question is part of Courseiva's free Google Cloud certification practice question bank. Courseiva provides original exam-style practice questions with explanations, topic-based practice, mock exams, readiness tracking, and study analytics to help learners prepare for the GCP-ADP exam.