Question 515 of 1,000
Ingesting and Processing the DatamediumMultiple ChoiceObjective-mapped

PDE Ingesting and Processing the Data Practice Question

This PDE practice question tests your understanding of ingesting and processing the data. Read the scenario carefully and evaluate each option against the stated constraints before committing to an answer. 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 company wants to orchestrate a multi-step data processing workflow that includes calling a Cloud Run service, waiting for its completion, and then running a BigQuery query. The workflow should be serverless and integrate with Cloud Events. Which Google Cloud service should they use?

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

Cloud Workflows

Cloud Workflows is the correct choice because it is a serverless workflow orchestrator that can coordinate multi-step processes involving Cloud Run and BigQuery. It natively supports waiting for asynchronous operations (like Cloud Run job completion) via its 'call' and 'wait' steps, and it can trigger subsequent steps such as BigQuery queries. Additionally, Cloud Workflows can be triggered by Cloud Events, making it fully integrated with the event-driven architecture described.

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.

  • Eventarc

    Why it's wrong here

    Eventarc routes events to targets but does not provide orchestration steps.

  • Cloud Workflows

    Why this is correct

    Workflows is a serverless orchestration service that can call Cloud Run, BigQuery, and other APIs, and can be triggered by Eventarc.

    Related concept

    Read the scenario before looking for a memorised answer.

  • Cloud Composer

    Why it's wrong here

    Cloud Composer is a managed Airflow environment but is not serverless (requires cluster).

  • Cloud Dataflow

    Why it's wrong here

    Dataflow is for data processing, not workflow orchestration.

Common exam traps

Common exam trap: answer the scenario, not the keyword

The trap here is that candidates confuse Eventarc (event routing) with workflow orchestration, assuming that routing events alone can handle sequencing and waiting, when in fact Eventarc lacks the state management and step coordination required for multi-step workflows.

Detailed technical explanation

How to think about this question

Cloud Workflows uses a YAML-based workflow definition that supports HTTP calls, subworkflows, and conditional logic. Under the hood, it leverages the Workflows API to manage state and retries, and it can wait for a Cloud Run job to complete by polling its status via the Cloud Run Admin API. A real-world scenario is a data ingestion pipeline where a Cloud Run service processes a file, and only after its successful completion does a BigQuery query run to load the results into a table, all triggered by a Cloud Storage event via Eventarc.

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.

Quick reference

Cloud Service Model Comparison

ModelYou ManageProvider ManagesExamples
IaaSOS, runtime, apps, dataHardware, hypervisor, networkingEC2, Azure VMs, GCP Compute Engine
PaaSApps and dataOS, runtime, middleware, hardwareElastic Beanstalk, Azure App Service
SaaSData and settings onlyEverything elseMicrosoft 365, Salesforce, Workday
FaaS / ServerlessFunction code onlyInfra, scaling, runtimeLambda, Azure Functions, Cloud Run
CaaSContainers and appsKubernetes, OS, hardwareEKS, AKS, GKE

What to study next

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FAQ

Questions learners often ask

What does this PDE question test?

Ingesting and Processing the Data — This question tests Ingesting and Processing the Data — Read the scenario before looking for a memorised answer..

What is the correct answer to this question?

The correct answer is: Cloud Workflows — Cloud Workflows is the correct choice because it is a serverless workflow orchestrator that can coordinate multi-step processes involving Cloud Run and BigQuery. It natively supports waiting for asynchronous operations (like Cloud Run job completion) via its 'call' and 'wait' steps, and it can trigger subsequent steps such as BigQuery queries. Additionally, Cloud Workflows can be triggered by Cloud Events, making it fully integrated with the event-driven architecture described.

What should I do if I get this PDE 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 PDE 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 PDE exam.