Promoting Models between environments

[alexszym]

What example? Describe it

example: Promoting Model between different Model registries description: Example of moving a model and all its artifacts from 1 Azure ML workspace to another using either CLI or python sdk.

Additional context

I'd like to be able to promote a model from one registry to another e.g. QA -> Staging, Staging -> Prod. This is something that I'd like to be able to do in an Azure DevOps pipeline, so either using the CLI, Python SDK or using MLFlow itself. Is any of this supported, if so it would be great to provide an example.

[lostmygithubaccount]

Hi @alexszym,

This is a very core scenario for AzureML. We are introducing new features with v2 in the coming months to make this very easy. We'll build end-to-end MLOps workflows including this in our solution accelerator repo at Azure/mlops-v2.

Tagging @ManojBableshwar and @AbeOmor who are both working on this scenario. I'm not sure that we can provide timelines at this point. In the interim, you can use the CLI v2 for download/uploading of model artifacts between dev/test/prod workspaces.

• Cody