Question 518 of 1,000
Automating and Orchestrating ML PipelinesmediumMultiple ChoiceObjective-mapped

PMLE Automating and Orchestrating ML Pipelines Practice Question

This PMLE practice question tests your understanding of automating and orchestrating ml pipelines. This is a configuration task: choose the command set that satisfies every stated requirement. Small differences — like 'secret' vs 'password' or 'transport input ssh' vs 'all' — change whether the answer is correct. After answering, compare your reasoning against the explanation and wrong-answer breakdown below. Once you have made your selection, read the full explanation to reinforce the concept and understand why each distractor is designed to mislead on exam day.

A team uses Cloud Build to automatically trigger a Vertex AI pipeline when changes are pushed to the model code repository. They have a cloudbuild.yaml file that builds a container image and submits the pipeline. However, they want to run the pipeline only if the commit includes changes to the 'training/' directory. Which Cloud Build configuration option should be used to filter the trigger?

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

Set the 'includedFiles' field to 'training/**' in the trigger configuration.

Option D is correct because Cloud Build triggers support an `includedFiles` field that specifies a glob pattern. When set to `training/**`, the trigger will only fire if the commit includes changes to files under the `training/` directory. This is the native, declarative way to filter triggers based on changed file paths without additional infrastructure.

Key principle: Answer the scenario, not the keyword: identify the specific constraint before choosing the most familiar-sounding option.

Answer analysis

Option-by-option breakdown

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

  • Add a 'ignoreFiles' field with 'training/**' to the trigger.

    Why it's wrong here

    ignoreFiles excludes matching files; the team wants to include only training/ changes, not ignore them.

  • Use a 'substitutions' field with a regex pattern to filter commits.

    Why it's wrong here

    Substitutions are for variable replacement, not for filtering triggers.

  • Configure a Cloud Function to check the commit diff and call Cloud Build API conditionally.

    Why it's wrong here

    This is an overcomplicated approach; Cloud Build trigger filtering natively supports file globs.

  • Set the 'includedFiles' field to 'training/**' in the trigger configuration.

    Why this is correct

    Correct: includedFiles filters to only trigger when files under training/ are changed.

    Related concept

    Read the scenario before looking for a memorised answer.

Common exam traps

Common exam trap: answer the scenario, not the keyword

The trap here is that candidates confuse `ignoreFiles` with `includedFiles`, or assume that a custom solution like Cloud Functions is required when Cloud Build already provides a native, simpler mechanism for path-based filtering.

Detailed technical explanation

How to think about this question

The `includedFiles` and `ignoreFiles` fields in Cloud Build triggers use glob patterns evaluated against the commit diff. Under the hood, Cloud Build compares the file list in the push event against the patterns; only if at least one changed file matches `includedFiles` (and none match `ignoreFiles`) does the trigger fire. A subtle behavior is that these patterns apply to the entire repository path, so `training/**` matches any file under `training/` at any depth, but not files named `training` itself.

KKey Concepts to Remember

  • Read the scenario before looking for a memorised answer.
  • Find the constraint that changes the correct option.
  • Eliminate answers that are true in general but not in this case.

TExam Day Tips

  • Watch for words such as best, first, most likely and least administrative effort.
  • Review why wrong options are wrong, not only why the correct option is correct.

Key takeaway

Answer the scenario, not the keyword: identify the specific constraint before choosing the most familiar-sounding option.

Real-world example

How this comes up in practice

A cloud solutions architect for a retail company is evaluating services for a new workload. The correct answer here reflects best practice for the specific scenario described — not a general cloud recommendation. Answer the scenario, not the keyword: identify the specific constraint before choosing the most familiar-sounding option. Cloud exam questions reward reading the constraint carefully: the same technology can be right or wrong depending on the use case.

What to study next

Got this wrong? Here's your next step.

Identify which exam domain this question belongs to, review the core concept, then practise similar questions from the same domain.

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FAQ

Questions learners often ask

What does this PMLE question test?

Automating and Orchestrating ML Pipelines — This question tests Automating and Orchestrating ML Pipelines — Read the scenario before looking for a memorised answer..

What is the correct answer to this question?

The correct answer is: Set the 'includedFiles' field to 'training/**' in the trigger configuration. — Option D is correct because Cloud Build triggers support an `includedFiles` field that specifies a glob pattern. When set to `training/**`, the trigger will only fire if the commit includes changes to files under the `training/` directory. This is the native, declarative way to filter triggers based on changed file paths without additional infrastructure.

What should I do if I get this PMLE question wrong?

Identify which exam domain this question belongs to, review the core concept, then practise similar questions from the same domain.

What is the key concept behind this question?

Read the scenario before looking for a memorised answer.

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Last reviewed: Jul 4, 2026

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This PMLE 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 PMLE exam.