public async Task <IActionResult> Run(
[HttpTrigger(AuthorizationLevel.Function, "post", Route = null)] HttpRequest req,
ILogger log)
{
log.LogInformation("C# HTTP trigger function processed a request.");
//Parse HTTP Request Body
string requestBody = await new StreamReader(req.Body).ReadToEndAsync();
HeartData data = JsonConvert.DeserializeObject <HeartData>(requestBody);
//Make Prediction
//var predictionResult = ConsumerModel.Predict(data);
HeartPrediction prediction = _predictionEnginePool.Predict(modelName: "HeartModel", example: data);
Debug.WriteLine("WTF");
//Convert prediction to string
//TODO udkommenteres fordi vores prediction er en string og ikke en bool.
//string sentiment = Convert.ToBoolean(prediction.Prediction) ? "Healthy heart" : "Unhealthy Heart";
string sentiment = prediction.Prediction;
//Return Prediction
return((ActionResult) new OkObjectResult(sentiment));
}
// For more info on consuming ML.NET models, visit https://aka.ms/mlnet-consume
// Method for consuming model in your app
public static HeartPrediction Predict(HeartData input)
{
HeartPrediction result = PredictionEngine.Value.Predict(input);
return(result);
}