A typical RTI scenario in Fabric involves the following:
- Ingesting data with Eventstream
- Transforming this data as it arrives with Evenstream or Eventhouse
- Deduplicating the records with Eventhouse
- Creating aggregate view with Eventhouse
- Acting on the data with Data Activator
Announcing_RTI_End-to-End_Sample
As a demonstration of this end-to-end scenario, we've created Fabric Notebook that can deploy this in a matter of minutes. This notebook is taking advantage of the existing Microsoft Fabric APIs along with the existing sample datasets in Eventstream. After running the notebook you will have NYC Taxi data being ingested via Eventstream, stored and transformed in Eventhouse, and a Data Activator setup and ready for you to configure alerts.
This let's you
- Quickly set up a demo environment to either learn about RTI or demonstrate to your team/clients. Direction on deploying this in your Fabric environment can be found here.
- Understand how to leverage the Microsoft Fabric APIs to deploy items in Fabric utilizing the deployment walkthrough.
Next Steps
- Join the conversation on the Fabric Community
- Learn more in the Fabric Documentation
- Give us your feedback on Fabric Ideas
Updated 4 months ago
Version 2.0bwatts
Microsoft Employee
Joined April 29, 2026
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