GCP-ADP Data Preparation And Ingestion Practice Question
Which THREE of the following are necessary for a production-ready Dataflow pipeline?
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
✓
Error handling
Monitoring, logging, and error handling are essential.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
Desktop-based processing
Why it's wrong here
Not scalable.
- ✓
Error handling
Why this is correct
Ensures reliability.
- ✓
Logging
Why this is correct
Helps diagnostics.
- ✗
Manual refreshes
Why it's wrong here
Not for production.
- ✓
Monitoring
Why this is correct
Ensures health.
About these practice questions
One of 205 original GCP-ADP practice questions on Courseiva, each with a full explanation and wrong-answer analysis — not exam dumps or protected exam content. Learn why practice questions differ from exam dumps →
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.