Skip to main content
cancel
Showing results for 
Search instead for 
Did you mean: 

Next up in the FabCon + SQLCon recap series: The roadmap for Microsoft SQL and Maximizing Developer experiences in Fabric. All sessions are available on-demand after the live show. Register now

Reply
Asam3833
New Member

Data replication from AKS

Hi , When workloads run on K8s, what’s the cleanest way to land data into OneLake (events vs files vs APIs) ?

1 ACCEPTED SOLUTION
deborshi_nag
Resident Rockstar
Resident Rockstar

Hello @Asam3833 

 

The best approach for moving your data to Fabric depends on the type of data you have.

 

If your data includes things like system activity, logs, or real-time information from services or platforms such as Kafka, Event Hubs, or IoT Hub, then choose Events. This is ideal when you want to analyse data as it arrives, receive alerts, or quickly send information to tools like KQL, Lakehouse, Notebooks, or Power BI. You can send data from your applications using your current systems, set up simple data flows without coding, and make your data available in OneLake by enabling the right settings.

 

If your data is already organised in batches, such as Parquet, CSV, or JSON files, choose Files. This works well for jobs that process data in groups, providing a cost-effective and efficient way to move large amounts of information. You can upload files directly to OneLake using familiar methods, and use standard authentication. This is commonly used in automated data pipelines.

 

If you need to manage your data storage or trigger updates, use the Fabric APIs. This is suitable for tasks like creating or updating Lakehouses, or running table updates, but not for adding individual rows. If your systems are already saving files in cloud storage, you can make them available in Fabric immediately using OneLake Shortcuts, without extra steps. For private storage, use Trusted Workspace Access.

 

I trust this will be helpful. If you found this guidance useful, you are welcome to acknowledge with a Kudos or by marking it as a Solution.

View solution in original post

4 REPLIES 4
prajith2026
New Member

Write Parquet or Delta files to ADLS Gen2, then use a OneLake Shortcut to expose the data in Fabric.
Send events to Event Hubs/Kafka → use Fabric Eventstream → land in Lakehouse.
Don’t use Fabric APIs for data ingestion.
If you tell me whether your K8s workload is streaming or batch, I can give you a very concrete architecture.

 

 

deborshi_nag
Resident Rockstar
Resident Rockstar

Hello @Asam3833 

 

The best approach for moving your data to Fabric depends on the type of data you have.

 

If your data includes things like system activity, logs, or real-time information from services or platforms such as Kafka, Event Hubs, or IoT Hub, then choose Events. This is ideal when you want to analyse data as it arrives, receive alerts, or quickly send information to tools like KQL, Lakehouse, Notebooks, or Power BI. You can send data from your applications using your current systems, set up simple data flows without coding, and make your data available in OneLake by enabling the right settings.

 

If your data is already organised in batches, such as Parquet, CSV, or JSON files, choose Files. This works well for jobs that process data in groups, providing a cost-effective and efficient way to move large amounts of information. You can upload files directly to OneLake using familiar methods, and use standard authentication. This is commonly used in automated data pipelines.

 

If you need to manage your data storage or trigger updates, use the Fabric APIs. This is suitable for tasks like creating or updating Lakehouses, or running table updates, but not for adding individual rows. If your systems are already saving files in cloud storage, you can make them available in Fabric immediately using OneLake Shortcuts, without extra steps. For private storage, use Trusted Workspace Access.

 

I trust this will be helpful. If you found this guidance useful, you are welcome to acknowledge with a Kudos or by marking it as a Solution.

Hi @Asam3833 ,

Thanks for reaching out to the Microsoft fabric community forum. 

 

I would also take a moment to thank  @deborshi_nag  , for actively participating in the community forum and for the solutions you’ve been sharing in the community forum. Your contributions make a real difference.

I hope the above details help you fix the issue. If you still have any questions or need more help, feel free to reach out. We’re always here to support you .

 

 

Best Regards, 
Community Support Team

Hi @Asam3833 ,

I hope the above details help you fix the issue. If you still have any questions or need more help, feel free to reach out. We’re always here to support you .

 

 

Best Regards, 
Community Support Team

Helpful resources

Announcements
FabCon and SQLCon Highlights Carousel

FabCon &SQLCon Highlights

Experience the highlights from FabCon & SQLCon, available live and on-demand starting April 14th.

New to Fabric survey Carousel

New to Fabric Survey

If you have recently started exploring Fabric, we'd love to hear how it's going. Your feedback can help with product improvements.

March Fabric Update Carousel

Fabric Monthly Update - March 2026

Check out the March 2026 Fabric update to learn about new features.