iterative / example-repos-dev

Source code and generator scripts for example DVC projects
https://dvc.org/doc
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Add deployment of example-get-started-experiments model #222

Closed dberenbaum closed 1 year ago

dberenbaum commented 1 year ago

Add a CI job that uses model registry to deploy the example-get-started-experiments model. Nice to have would be using Sagemaker for deployment.

daavoo commented 1 year ago

Added a simple deployment pattern in https://github.com/iterative/example-repos-dev/pull/229 . It just creates a new endpoint whenever a new version is registered.

The stages in the registry are not handled at all, I preferred to discuss what would make sense to simulate a "real" use case.

A proposal I have is to use a pattern like the following:

I think this should remove the endpoint from the previous stage and create a new one.

dberenbaum commented 1 year ago

Fixed in #233