public DynamicPredictionService(IObservable <TwoVariableInput> bdds, IObservable <IEnumerable <KeyValuePair <DateTime, double> > > s, IObservable <bool> bs, IObservable <Type> types, IScheduler scheduler)
{
var x = PredictionServiceHelper.GetCombinedObservable(bdds, s, bs, types, scheduler)
.DistinctUntilChanged()
.Select(_ => PredictionServiceHelper.GetDynamicOutput(_.Optimisation, _.Type, _.Filter, _.Measurements.ByTimeStamp().Publish(), scheduler)
.SubscribeOn(scheduler));
Predictions = x.SelectMany(_ => _.Select(__ => __.Output));
Solutions = x.SelectMany(_s => _s.Select(_ => new Point3D(_.Parameters[0], _.Parameters[1], _.Score)));
}
public static IObservable <IO <IEnumerable <KeyValuePair <DateTime, Tuple <double, double>[]> > > > GetStaticOutput(bool optimise, Type type, TwoVariableInput filter, IEnumerable <KeyValuePair <DateTime, double> > measurements, IScheduler scheduler)
{
if (optimise)
{
//return Optimisation.Class1.GetOptimisedOutput(type, measurements).SubscribeOn(scheduler);
return(Observable.Repeat(PredictionServiceHelper.GetNonOptimisedOutput(filter, measurements), 1).SubscribeOn(scheduler));
}
else
{
return(Observable.Repeat(PredictionServiceHelper.GetNonOptimisedOutput(filter, measurements), 1).SubscribeOn(scheduler));
}
}
public static IObservable <IO <IObservable <KeyValuePair <DateTime, Tuple <double, double>[]> > > > GetDynamicOutput(bool optimise, Type type, TwoVariableInput filter, IConnectableObservable <KeyValuePair <DateTime, double> > measurements, IScheduler scheduler)
{
measurements.Connect();
measurements.Subscribe(ddd =>
Console.WriteLine(ddd.Key + " " + (DateTime.Now - ddd.Key).Seconds));
if (optimise)
{
// return Filter.Optimisation.Class1.GetOptimisedOutput(measurements);
return(Observable.Repeat(PredictionServiceHelper.GetNonOptimisedOutput(filter, measurements), 1).SubscribeOn(scheduler));
}
else
{
return(Observable.Repeat(PredictionServiceHelper.GetNonOptimisedOutput(filter, measurements), 1).SubscribeOn(scheduler));
}
}
