need a tutorial for using logger with dagshub and mlflow

[math4mad]

logger and mlflow is amazing
dagshub is also amazing

I was wondering could be integrating them ?

[ablaom]

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.

[math4mad]

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

[pebeto]

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.

[math4mad]

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

[aryawadhwa]

Hi @pebeto! I researched this and found the exact issue. DagsHub returns an HTML login page because MLFlowClient.jl isn't correctly encoding the MLFLOW_TRACKING_PASSWORD into an HTTP Basic Auth header, which crashes the JSON parser. I would love to submit a PR to MLFlowClient to fix the auth header injection, and then write the MLJ DagsHub tutorial for GSoC! Is it okay if I take this on?

[pebeto]

Hi @aryawadhwa, thanks for your interest! You are welcome to make a PR with a proper solution (implementation + tests) in MLFlowClient.jl.

In the case you are interested on participating in GSoC, we have some project proposals that could be interesting for you. Reach me via Slack.