topic Re: utils.add_libraries_to_model creates a duplicated model in Get Started Discussions

utils.add_libraries_to_model creates a duplicated model

pablobd — Thu, 14 Dec 2023 21:43:26 GMT

Hello,

When I call this function,

mlflow.models.utils.add_libraries_to_model(MODEL_URI)

It register a new model into the Model Registry. Is it possible to do the same but without registering a new model?

Thanks,

Re: utils.add_libraries_to_model creates a duplicated model

pablobd — Fri, 15 Dec 2023 08:17:19 GMT

Thanks @Retired_mod - that's exactly how I am using it, following this: https://docs.databricks.com/en/machine-learning/model-serving/private-libraries-model-serving.html

What I don't like is that in step 2 the model is registered then in step 3, the same model (with the compiled package is registered again). So, I endup with two copies of the same model.

Re: utils.add_libraries_to_model creates a duplicated model

pablobd — Mon, 18 Dec 2023 18:19:38 GMT

I ended up publishing the library to AWS CodeArtifact repository. Now, how can I tell MLFlow to use AWS CodeArtifact private repository instead of PyPi?