Which method best automates dbt runs to execute only when new data is detected in the source system?

hard🚀 Application Q8 of 15

dbt - Production Deployment

AManually run dbt after verifying new data presence

BSchedule dbt runs at fixed intervals regardless of data changes

CImplement an event-driven trigger that runs dbt upon data arrival

DRun dbt only once during initial data load

Step-by-Step Solution

Solution:

Step 1: Understand event-driven automation
Event triggers initiate processes based on data arrival events.
Step 2: Compare with alternatives
Fixed schedules or manual runs do not respond dynamically to data changes.
Final Answer:
Implement an event-driven trigger that runs dbt upon data arrival -> Option C
Quick Check:
Event triggers respond to data changes [OK]

Quick Trick: Use event triggers for data-driven runs [OK]

Common Mistakes:

MISTAKES

Master "Production Deployment" in dbt

9 interactive learning modes - each teaches the same concept differently

Want More Practice?

15+ quiz questions · All difficulty levels · Free

More dbt Quizzes