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Create functional tests for all Model Files scenarios #2896

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@rogancarr

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@rogancarr

As laid out in #2498 , we need scenarios to cover the Model Files functionality we want fully supported in V1.

Definitely need for V1

  • I can train a model and save it as a file. This model includes the learner as well as the transforms
  • I can use a model file in a completely different process to make predictions
  • I can easily figure out which NuGets (and versions) I need to score an ML.NET model
  • I can export ML.NET models to ONNX (limited to the existing internal functionality)

May not need for now:

  • I can save a model to text
  • I can use newer versions of ML.NET with ML.NET model files of previous versions (for v1.x)
  • I can use model files interchangeably between compatible versions of ML.NET and NimbusML
  • I can move data between NimbusML and ML.NET (using IDV). Prepare with NimbusML and load with ML.NET

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