MLFlowClient.jl
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JuliaAI
Julia client for MLFlow.
Alowing compatibility with both `REST` and `AJAX` endpoints.
As per https://github.com/JuliaAI/MLFlowClient.jl/blob/a31b41a91dc32107fa7dcd6ad5a581c116a4ff9c/src/loggers.jl#L69-72 we currently can't upload artifacts to remote servers ``` Assumes that artifact_uri is mapped to a local directory. At the moment, this only works if both MLFlow...
Testing this package in the usual way, on one's local machine, does not work: ```julia using Pkg Pkg.activate(temp=true) Pkg.add("MLFlowClient") Pkg.test("MLFlowClient") Testing Running tests... createexperiment: Error During Test at /Users/anthony/.julia/packages/MLFlowClient/Szkbv/test/test_experiments.jl:1 Got...
I got it sort of working in GitLab  For that i needed to undo https://github.com/JuliaAI/MLFlowClient.jl/pull/36 locally. And artifact uploading is currently broken due to it not being supported by...
I have enhanced the `logartifact` function to accommodate MLFlow instances configured with S3 storage for artifact management. This enhancement includes an added verification step to determine if the specified URI...
It seems one cannot log runs to a single experiment asynchronously: ```julia using MLJModels using MLJBase using MLFlowClient using MLJFlow logger = MLFlowLogger("http://127.0.0.1:5000", experiment_name="white moon") X, y = @load_iris using...
The context of this proposal is [this synchronisation issue](https://github.com/JuliaAI/MLFlowClient.jl/issues/40). The main problem with logging in parallelized operations is simply this: requests are posted directly to an MLflow service without full...
According with this part [dagshub mlflow integrations](https://dagshub.com/math4mad/mlj-test/settings/integrations) how to fill params of headers ```Julia mlf = MLFlow("https://dagshub.com/math4mad/mlj-test.mlflow";headers=Dict("MLFLOW_TRACKING_USERNAME"=>"******","MLFLOW_TRACKING_PASSWORD"=>"********" )) # Initiate new experiment experiment_id = createexperiment(mlf; name="price-paths") # Create a run...
Hi, in the examples I see that it's possible to pass some dictionary with Authentication token, does that mean authentication is supported? if I dont have basic-auth set, the instance...
Hi, It would be great if there was an example showing how to log model architecture Is that possible currently ?