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SPLK-1001 Practice Question: Wants to define a data model that represents…
An organization wants to define a data model that represents transaction-level data from multiple source types, including web logs and application logs. They need to ensure that the data model is scalable and easy to maintain. Which best practice should the admin follow when designing this data model?
⚠ Common exam trap
It's easy for candidates to think separate data models per sourcetype (Option A) are simpler, but Splunk tests the understanding that a single data model with child objects and constraints is the scalable, maintainable best practice for multi-sourcetype transaction data.
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
✓
Use child objects under a root event to represent different sourcetypes, and assign appropriate constraints.
Using child objects under a root event allows the admin to model transaction-level data from multiple sourcetypes (e.g., web logs, application logs) within a single data model, promoting scalability and maintainability. By assigning appropriate constraints to each child object, the admin ensures that only relevant events are included, while the root event provides a common structure for transaction analysis. This approach follows Splunk best practices for data model design, enabling efficient searches and reducing duplication.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
Create separate data models for each sourcetype to avoid complexity.
Why it's wrong here
Separate models reduce cross-search capabilities.
- ✗
Avoid using constraints to ensure all events are included in the data model.
Why it's wrong here
Constraints are essential for relevant event inclusion.
- ✗
Include all possible fields that might ever be needed in the data model to avoid future modifications.
Why it's wrong here
Too many fields reduce performance and maintainability.
- ✓
Use child objects under a root event to represent different sourcetypes, and assign appropriate constraints.
Why this is correct
Child objects enhance modularity and reuse.
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JA
Written by Johnson Ajibi, MSc IT Security
Senior Network & Security Engineer · founder of Courseiva
This SPLK-1001 practice question is part of Courseiva's free Splunk 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 SPLK-1001 exam.