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Do a column validation during pipeline construction #267

@ganik

Description

@ganik

In code below supply a wrong column (bolded below)
Currently wrong column discovered during Train command
Ideally pipeline.Add() should return an error saying that column doesn't exist.

        var pipeline = new LearningPipeline();
        pipeline.Add(new TextLoader<HousePriceData>(dataPath, header: true, sep: ","));
        pipeline.Add(new ColumnConcatenator(outputColumn: "NumericalFeatures",
            "**SqftLiving1**", "SqftLot", "SqftAbove", "SqftBasement", "Lat", "Long", "SqftLiving15", "SqftLot15"));

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