need a tutorial for using logger with dagshub and mlflow

Question

need a tutorial for using logger with dagshub and mlflow

math4mad opened this issue a year ago · 4 comments

logger and mlflow is amazing
dagshub is also amazing

I was wondering could be integrating them ?

Answer 1 · 2024-01-07T05:45:39.000Z

I don't know anything about DagsHub but I wonder if it doesn't just work already, as we already have some integration of MLJ with MLflow.

@pebeto may be better able to comment.

Answer 2 · 2024-01-07T06:11:08.000Z

I don't know anything about DagsHub but I wonder if it doesn't just work already, as we already have some integration of MLJ with MLflow.

so basically MLFlow is local web server , but with DagsHub it is online :

bionicbeavers's project
mlflow UI

Answer 3 · 2024-01-07T08:41:41.000Z

Hello @math4mad. Thanks for your appreciation.

Our Logger implementation must work with the DagsHub MLFlow instance, because we are using its API endpoints.
However, I'm not pretty sure if the artifact location and manipulation will work correctly (limitations with MLFlowClient.jl). Please share your feedback with us.

Answer 4 · 2024-01-07T09:08:45.000Z

Our Logger implementation must work with the DagsHub MLFlow instance, because we are using its API endpoints. However, I'm not pretty sure if the artifact location and manipulation will work correctly (limitations with MLFlowClient.jl). Please share your feedback with us.

I have already tried MLFlowClient.jl,it is not working for now

Integrate with DagsHub's MLflow API #35
I don't know how to pass name and token