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pebeto avatar pebeto commented on September 12, 2024

Hello,

I think the issue comes from the different forms of uploading to a mlflow instance. There is no dedicated REST endpoint to upload a run artifact (and that's awful).

We can take this page as a reference.

from mlflowclient.jl.

freemin7 avatar freemin7 commented on September 12, 2024

If it is credible to assume to upload procedures might even depend on the service in question and not just on the protocol we would have to go the AbstractMLFlow route.

Is there buy-in for that?

Common functionality depending on URI can be part of the library. Although to prevent pulling in extra dependencies for every protocol under the sun having a separate package for uploads might be a better idea if such a package taking URIs doesn't exist yet. (I am not aware of that existing)

from mlflowclient.jl.

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