public virtual void Load(string path)
{
using (CsvReader csv = new CsvReader(new StreamReader(path), true))
{
int fieldCount = csv.FieldCount;
string[] headers = csv.GetFieldHeaders();
OhlcList = new List <Ohlc>();
while (csv.ReadNextRecord())
{
Ohlc ohlc = new Ohlc();
for (int i = 0; i < fieldCount; i++)
{
switch (headers[i])
{
case "Date":
ohlc.Date = new DateTime(Int32.Parse(csv[i].Substring(0, 4)), Int32.Parse(csv[i].Substring(5, 2)), Int32.Parse(csv[i].Substring(8, 2)));
break;
case "Open":
ohlc.Open = double.Parse(csv[i], CultureInfo.InvariantCulture);
break;
case "High":
ohlc.High = double.Parse(csv[i], CultureInfo.InvariantCulture);
break;
case "Low":
ohlc.Low = double.Parse(csv[i], CultureInfo.InvariantCulture);
break;
case "Close":
ohlc.Close = double.Parse(csv[i], CultureInfo.InvariantCulture);
break;
case "Volume":
ohlc.Volume = int.Parse(csv[i]);
break;
case "Adj Close":
ohlc.AdjClose = double.Parse(csv[i], CultureInfo.InvariantCulture);
break;
default:
break;
}
}
OhlcList.Add(ohlc);
}
}
}
public override ADXSerie Calculate()
{
ADXSerie adxSerie = new ADXSerie();
List <Ohlc> tempOhlcList = new List <Ohlc>();
for (int i = 0; i < OhlcList.Count; i++)
{
Ohlc tempOhlc = new Ohlc()
{
Close = OhlcList[i].High
};
tempOhlcList.Add(tempOhlc);
}
Momentum momentum = new Momentum();
momentum.Load(tempOhlcList);
List <double?> highMomentums = momentum.Calculate().Values;
tempOhlcList = new List <Ohlc>();
for (int i = 0; i < OhlcList.Count; i++)
{
Ohlc tempOhlc = new Ohlc()
{
Close = OhlcList[i].Low
};
tempOhlcList.Add(tempOhlc);
}
momentum = new Momentum();
momentum.Load(tempOhlcList);
List <double?> lowMomentums = momentum.Calculate().Values;
for (int i = 0; i < lowMomentums.Count; i++)
{
if (lowMomentums[i].HasValue)
{
lowMomentums[i] *= -1;
}
}
//DMIp <- ifelse( dH==dL | (dH< 0 & dL< 0), 0, ifelse( dH >dL, dH, 0 ) )
List <double?> DMIPositives = new List <double?>()
{
null
};
// DMIn <- ifelse( dH==dL | (dH< 0 & dL< 0), 0, ifelse( dH <dL, dL, 0 ) )
List <double?> DMINegatives = new List <double?>()
{
null
};
for (int i = 1; i < OhlcList.Count; i++)
{
if (highMomentums[i] == lowMomentums[i] || (highMomentums[i] < 0 & lowMomentums[i] < 0))
{
DMIPositives.Add(0);
}
else
{
if (highMomentums[i] > lowMomentums[i])
{
DMIPositives.Add(highMomentums[i]);
}
else
{
DMIPositives.Add(0);
}
}
if (highMomentums[i] == lowMomentums[i] || (highMomentums[i] < 0 & lowMomentums[i] < 0))
{
DMINegatives.Add(0);
}
else
{
if (highMomentums[i] < lowMomentums[i])
{
DMINegatives.Add(lowMomentums[i]);
}
else
{
DMINegatives.Add(0);
}
}
}
ATR atr = new ATR();
atr.Load(OhlcList);
List <double?> trueRanges = atr.Calculate().TrueRange;
adxSerie.TrueRange = trueRanges;
List <double?> trSum = wilderSum(trueRanges);
// DIp <- 100 * wilderSum(DMIp, n=n) / TRsum
List <double?> DIPositives = new List <double?>();
List <double?> wilderSumOfDMIp = wilderSum(DMIPositives);
for (int i = 0; i < wilderSumOfDMIp.Count; i++)
{
if (wilderSumOfDMIp[i].HasValue)
{
DIPositives.Add(wilderSumOfDMIp[i].Value * 100 / trSum[i].Value);
}
else
{
DIPositives.Add(null);
}
}
adxSerie.DIPositive = DIPositives;
// DIn <- 100 * wilderSum(DMIn, n=n) / TRsum
List <double?> DINegatives = new List <double?>();
List <double?> wilderSumOfDMIn = wilderSum(DMINegatives);
for (int i = 0; i < wilderSumOfDMIn.Count; i++)
{
if (wilderSumOfDMIn[i].HasValue)
{
DINegatives.Add(wilderSumOfDMIn[i].Value * 100 / trSum[i].Value);
}
else
{
DINegatives.Add(null);
}
}
adxSerie.DINegative = DINegatives;
// DX <- 100 * ( abs(DIp - DIn) / (DIp + DIn) )
List <double?> DX = new List <double?>();
for (int i = 0; i < OhlcList.Count; i++)
{
if (DIPositives[i].HasValue)
{
double?dx = 100 * (Math.Abs(DIPositives[i].Value - DINegatives[i].Value) / (DIPositives[i].Value + DINegatives[i].Value));
DX.Add(dx);
}
else
{
DX.Add(null);
}
}
adxSerie.DX = DX;
for (int i = 0; i < OhlcList.Count; i++)
{
if (DX[i].HasValue)
{
OhlcList[i].Close = DX[i].Value;
}
else
{
OhlcList[i].Close = 0.0;
}
}
EMA ema = new EMA(Period, true);
ema.Load(OhlcList.Skip(Period).ToList());
List <double?> emaValues = ema.Calculate().Values;
for (int i = 0; i < Period; i++)
{
emaValues.Insert(0, null);
}
adxSerie.ADX = emaValues;
return(adxSerie);
}