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need a tutorial for using logger with dagshub and mlflow #1075

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math4mad opened this issue Jan 7, 2024 · 4 comments
Open

need a tutorial for using logger with dagshub and mlflow #1075

math4mad opened this issue Jan 7, 2024 · 4 comments
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@math4mad
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math4mad commented Jan 7, 2024

logger and mlflow is amazing
dagshub is also amazing

I was wondering could be integrating them ?

@ablaom
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ablaom commented Jan 7, 2024

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
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math4mad commented Jan 7, 2024

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
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pebeto commented Jan 7, 2024

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.

@pebeto pebeto added question Further information is requested good first issue Good for newcomers tutorial suggestion and removed question Further information is requested labels Jan 7, 2024
@pebeto pebeto self-assigned this Jan 7, 2024
@math4mad
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math4mad commented Jan 7, 2024

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

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