AzureML Model Register

Question

I was trying to register a model using the Run Class like this:

model = run.register_model(
    model_name=model_name,
    model_path=model_path)

Errors with message: Could not locate the provided model_path ... in the set of files uploaded to the run...

Answer 1

The only way I found to fix the issue was to use the Model Class instead:

        model = Model.register(
            workspace=ws,
            model_name=model_name,
            model_path=model_path,
            model_framework=Model.Framework.SCIKITLEARN,
            model_framework_version=sklearn.__version__,
            description='Model Deescription',
            tags={'Name' : 'ModelName', 'Type' : 'Production'},
            model_framework=Model.Framework.SCIKITLEARN,
            model_framework_version='1.0'
            )