public IActionResult Predict(CarPredictInputModel input)
{
var model = this.mLService.GetValues(input);
var modelInput = new ModelInput
{
Make = model.Make,
Model = model.Model,
Year = model.Year,
Gearbox = model.Gearbox,
Mileage = model.Mileage,
Power = model.Power,
Eurostandard = model.Eurostandard,
};
var output = this.predictionEngine.Predict(modelInput);
return(this.Content(output.Score.ToString()));
}
public MLCarDTO GetValues(CarPredictInputModel input)
{
var euro = input.EuroStandard.ToString().Replace("Euro_", "EURO ");
var gearbox = input.Gearbox.ToString();
gearbox = gearbox == "Manual" ? "Ръчни скорости" : "Автоматични скорости";
var obj = new MLCarDTO
{
Make = input.Make,
Model = input.Model,
Year = int.Parse(input.Year),
Mileage = input.Mileage,
Power = input.Power,
Eurostandard = euro,
Gearbox = gearbox,
};
return(obj);
}
public void GetValuesShouldSetGearboxToAutomaticWhenSemiAutomatic()
{
var car = new CarPredictInputModel
{
Make = "vw",
Model = "golf",
Power = 55,
EuroStandard = EuroStandard.Euro_3,
Gearbox = Gearbox.Semi_Automatic,
Price = 500,
Year = "1988",
Mileage = 110,
};
var result = this.service.GetValues(car);
Assert.Equal("vw", result.Make);
Assert.Equal("golf", result.Model);
Assert.Equal(55, result.Power);
Assert.Equal("EURO 3", result.Eurostandard);
Assert.Equal("Автоматични скорости", result.Gearbox);
Assert.Equal(1988, result.Year);
Assert.Equal(110, result.Mileage);
}
public void GetValuesShouldReturnCorrectlly()
{
var car = new CarPredictInputModel
{
Make = "vw",
Model = "golf",
Power = 55,
EuroStandard = EuroStandard.Euro_3,
Gearbox = Gearbox.Manual,
Price = 500,
Year = "1988",
Mileage = 110,
};
var result = this.service.GetValues(car);
Assert.Equal("vw", result.Make);
Assert.Equal("golf", result.Model);
Assert.Equal(55, result.Power);
Assert.Equal("EURO 3", result.Eurostandard);
Assert.Equal("Ръчни скорости", result.Gearbox);
Assert.Equal(1988, result.Year);
Assert.Equal(110, result.Mileage);
}
