Forum Discussion
Deploying Microsoft Fabric items via CI/CD Using Python Libraries
For question one, I suiggest you look at dynamic replacements.
For questions two and three, my advice is to use a combination of the parameter file and variable libraries.
For question four, I tend to use notebooks instead. However, others I know tend to use parameter-driven approach from pipelines.
For five, it depends what you mean by parameter file structure.
One other thing, you migfht want to look into the config file functionality.
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Note, this response was generated by an actual human being and not AI...
Hi CloudVasu
I would suggest you use Variable Libraries for environments. You can create key-value pairs for each of your environment - Dev, Test, Pre-Prod and Live. You should use 1 active value per environment.
Lifecycle Management of the Microsoft Fabric Variable library - Microsoft Fabric | Microsoft Learn
You can use variable libraries with your notebooks and data pipelines. When deploying, variable libraries are automatically referenced by these pipelines or notebooks.
Variable library integration with pipelines - Microsoft Fabric | Microsoft Learn
You can version control entire variable libraries in Git: settings, value sets, and metadata. The changes (adding/deleting variables, renaming value sets) are tracked and promoted through pull requests. This ensures full traceability and auditability when deploying across environments.
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