public List <PredictionTransfer> GetPrediction(string symbol, SymbolTransfer coinTicker)
{
List <PredictionTransfer> predictionList = new List <PredictionTransfer>();
//1 - List models available for symbol
var symbolPair = Helper.GetSymbolPair(symbol);
var rootFolder = Environment.CurrentDirectory + "/aiModel/" + symbolPair + "/";
var modelPathList = Directory.GetFiles(rootFolder, symbol + "*", SearchOption.AllDirectories);
if (modelPathList.Length == 0)
{
return(predictionList);
}
//3 - Iterate throw model and fire prediction
foreach (var modelPath in modelPathList)
{
PredictionTransfer prediction = new PredictionTransfer();
var fromIndex = Path.GetFileName(modelPath).IndexOf("-") + 1;
var toIndex = Path.GetFileName(modelPath).Length - fromIndex - 4;
prediction.ModelName = Path.GetFileName(modelPath).Substring(fromIndex, toIndex);
prediction.FuturePrice = Math.Round(CalculatePrediction(coinTicker, modelPath).FuturePrice, 2);
predictionList.Add(prediction);
}
return(predictionList);
}
public List <PredictionTransfer> GetPrediction([FromBody] System.Text.Json.JsonElement data)
{
//0 - Deserialize the JSON Object
List <ModelInput> intradayList = JsonConvert.DeserializeObject <List <ModelInput> >(data.ToString());
List <PredictionTransfer> predictionList = new List <PredictionTransfer>();
if (intradayList.Count == 0)
{
return(predictionList);
}
//1 - Add RSI and MACD
TradeIndicator.CalculateIndicator(ref intradayList);
//2 - List models available
var rootFolder = Environment.CurrentDirectory + "/AI/";
var modelPathList = Directory.GetFiles(rootFolder, "*", SearchOption.AllDirectories);
if (modelPathList.Length == 0)
{
return(predictionList);
}
//3 - Iterate throw model and fire prediction
foreach (var modelPath in modelPathList)
{
PredictionTransfer prediction = new PredictionTransfer();
var fromIndex = Path.GetFileName(modelPath).IndexOf("-") + 1;
var toIndex = Path.GetFileName(modelPath).Length - fromIndex - 4;
prediction.ModelName = Path.GetFileName(modelPath).Substring(fromIndex, toIndex);
prediction.Future = CalculatePrediction(intradayList.Last(), modelPath).Future;
prediction.Rsi = intradayList.Last().Rsi;
prediction.Macd = intradayList.Last().Macd;
prediction.MacdHist = intradayList.Last().MacdHist;
prediction.MacdSign = intradayList.Last().MacdSign;
predictionList.Add(prediction);
}
return(predictionList);
}
