role of feature_list argument in MLflow set_core_metadata function

Anis
Anis Dataiku DSS Core Designer, Dataiku DSS Adv Designer, Registered, Dataiku DSS Developer Posts: 17 ✭✭✭✭

Hi,

Can you please explain the purpose of the "feature_list" argument inside set_core_metadata function? The documentation doesn't go in details on how the metadata attached to dss saved model gets used https://doc.dataiku.com/dss/latest/python-api/ml.html#dataikuapi.dss.savedmodel.MLFlowVersionHandler

will the feature_list be used in selecting the appropriate features when evaluating a MLflow imported model on a dataset? it doesn't look like its being used though.

Thanks.


Operating system used: Linux

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  • importthepandas
    importthepandas Dataiku DSS Core Designer, Dataiku DSS & SQL, Dataiku DSS Core Concepts, Neuron, Dataiku DSS Adv Designer, Registered, Neuron 2023 Posts: 115 Neuron

    experiencing bugs with this as well - like the feature list is not being considered

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