public OutParameter InitialForecast()
{
HistryData histryData;
float avg = 0, crntPrice = 0, initialAvg;
try{
if ((histryData = rqstController.GetHistoricalData(parameters.Coin, 2000)) != null)
{
if (parameters.Strategy.Equals("SMA"))
{
avg = new SMA().GetAverage(histryData.Data.ConvertAll(data => data.close).GetRange(2000 - parameters.Limit - 2, parameters.Limit));
crntPrice = this.LiveMarketPrice();
}
else if (parameters.Strategy.Equals("EMA"))
{
MovingAverage ma = new EMA();
initialAvg = ma.GetAverage(histryData.Data.ConvertAll(data => data.close).GetRange(0, 100));
avg = ma.PredictedPrice(histryData.Data.ConvertAll(data => data.close).GetRange(100, 1900), initialAvg, parameters.Period);
crntPrice = this.LiveMarketPrice();
}
else if (parameters.Strategy.Equals("EMADC"))
{
MovingAverage ma = new EMA();
initialAvg = ma.GetAverage(histryData.Data.ConvertAll(data => data.close).GetRange(0, 100));
avg = ma.PredictedPrice(histryData.Data.ConvertAll(data => data.close).GetRange(100, 1900), initialAvg, parameters.Period_1);
crntPrice = ma.PredictedPrice(histryData.Data.ConvertAll(data => data.close).GetRange(100, 1900), initialAvg, parameters.Period);
}
coinUpdate[parameters.Coin] = Builder <OutParameter> .CreateNew().With(x => x.Coin = parameters.Coin)
.With(x => x.Current = crntPrice).With(x => x.Predicted = avg)
.With(x => x.Decision = this.Decision(crntPrice, avg)).Build();
return(coinUpdate[parameters.Coin]);
}
else
{
System.Diagnostics.Debug.WriteLine("Exiting App...");
}
}
catch (Exception ex) {
Console.WriteLine("Exception: " + ex);
}
return(null);
}