Fabric data science run time environment

[hsn367]

I am working on exploring data science in fabric. I have made a custom environment using UI and installed some libraries there. Now I want to deploy the project to test workspace/stage. The deployment pipelines does not support environment deployment from one stage to other. So I have a question regarding this:

1) After deploying solution to the next stage, how to create same environment in the next stage. Do we need to create the environment manually in the next stage and then attach that to every notebook or what? Is there a way to automate this process?

[v-nikhilan-msft]

Hi @hsn367 
Thanks for using Fabric Community.
Currently Environments is still under preview for deployment pipelines, hence you cannot deploy this to another stage. This feature should be available soon. We do not have any ETA.
Appreciate your patience.

You can refer to this link for more help: Deployment patterns for Microsoft Fabric - Azure Architecture Center | Microsoft Learn

Hope this helps. Please let me know if you have any further questions.

[hsn367]

Hi @v-nikhilan-msft Thanks for the answer. I have one more question related to this i.e. is it possible to programmatically change the default environment attached to a notebook for example through a magic command that we can run in notebook cell that changes the default environment?

[v-nikhilan-msft]

Hi @hsn367 
You can use Notebook API's for this.

Manage and execute Fabric notebooks with public APIs - Microsoft Fabric | Microsoft Learn
Migrate workspace libraries and Spark properties to a default environment - Microsoft Fabric | Micro...

Hope this helps.

[v-nikhilan-msft · Accepted solution]

Hi @hsn367 
Environment APIs and CICD are in our roadmap

What's new and planned for Synapse Data Engineering in Microsoft Fabric - Microsoft Fabric | Microso...

Hope this helps. Please let me know if you have any further questions.

[hsn367]

@v-nikhilan-msftThankyou so much for all the support. Your answers were very helpful.

[v-nikhilan-msft]

Hi @hsn367 
Glad that your query got resolved. Please continue using Fabric Community for any help regarding your queries.
Have a great day 🙂