Consider providing a source generator to generate ModelInput/Output class?

[LittleLittleCloud]

schema should contain all required information to generate both input/output class

Usage

• add model.zip as AdditionalFiles and set IsMLNetModel to true

• mlnet generate both input and output class for project

using System;
using System.Collections.Generic;
using System.Text;
using Microsoft.ML;
using Microsoft.ML.Data;

namespace MLNetSourceGenerator.CodeGen
{

public class TitanicInput
{
[ColumnName(@"PassengerId")]
public float PassengerId {get; set;}

[ColumnName(@"Survived")]
public float Survived {get; set;}

[ColumnName(@"Pclass")]
public float Pclass {get; set;}

[ColumnName(@"Name")]
public string Name {get; set;}

[ColumnName(@"Sex")]
public string Sex {get; set;}

[ColumnName(@"Age")]
public float Age {get; set;}

[ColumnName(@"SibSp")]
public float SibSp {get; set;}

[ColumnName(@"Parch")]
public float Parch {get; set;}

[ColumnName(@"Ticket")]
public string Ticket {get; set;}

[ColumnName(@"Fare")]
public float Fare {get; set;}

[ColumnName(@"Cabin")]
public string Cabin {get; set;}

[ColumnName(@"Embarked")]
public string Embarked {get; set;}

}


public class TitanicOutput
{
[ColumnName(@"PassengerId")]
public float PassengerId {get; set;}

[ColumnName(@"Survived")]
public uint Survived {get; set;}

[ColumnName(@"Pclass")]
public float Pclass {get; set;}

[ColumnName(@"Name")]
public float[] Name {get; set;}

[ColumnName(@"Sex")]
public float[] Sex {get; set;}

[ColumnName(@"Age")]
public float Age {get; set;}

[ColumnName(@"SibSp")]
public float SibSp {get; set;}

[ColumnName(@"Parch")]
public float Parch {get; set;}

[ColumnName(@"Ticket")]
public float[] Ticket {get; set;}

[ColumnName(@"Fare")]
public float Fare {get; set;}

[ColumnName(@"Cabin")]
public float[] Cabin {get; set;}

[ColumnName(@"Embarked")]
public float[] Embarked {get; set;}

[ColumnName(@"Features")]
public float[] Features {get; set;}

[ColumnName(@"PredictedLabel")]
public float PredictedLabel {get; set;}

[ColumnName(@"Score")]
public float[] Score {get; set;}

}

}

Example

• https://github.com/LittleLittleCloud/MLNetModelSourceGenerator

[michaelgsharp]

I think this is something that would be good to do. Have you looked into this at all @LittleLittleCloud?

@luisquintanilla I'm going to add this to the future milestone. We can move it around as desired.

[luisquintanilla]

Related to dotnet/machinelearning-modelbuilder#1973

[luisquintanilla]

Thanks @michaelgsharp I agree to put this in Future milestone. One concern I'd have with Source Generators would be they're not available in F#.