feat: Dpo, Tsi, Vortex, Bpp, Cci, Cfo, Tr, Ui, Vc, Vov, Vr, Vs, Mfi, Nvi, Obv, Pvi, Pvo, Pvol, Pvr, Pvt, Tvi

This commit is contained in:
Miha
2024-10-30 13:45:36 -07:00
parent 06c6875970
commit 6231bab9e5
34 changed files with 3151 additions and 254 deletions
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using System.Runtime.CompilerServices;
namespace QuanTAlib;
/// <summary>
/// OBV: On-Balance Volume
/// A momentum indicator that uses volume flow to predict changes in stock price.
/// It accumulates volume on up days and subtracts volume on down days.
/// </summary>
/// <remarks>
/// The OBV calculation process:
/// 1. Compare current close with previous close
/// 2. If current close is higher:
/// OBV = Previous OBV + Current Volume
/// 3. If current close is lower:
/// OBV = Previous OBV - Current Volume
/// 4. If current close equals previous close:
/// OBV = Previous OBV
///
/// Key characteristics:
/// - Cumulative indicator
/// - Volume-based momentum measure
/// - Leading indicator
/// - No upper or lower bounds
/// - Focuses on volume flow
///
/// Formula:
/// If Close > Previous Close:
/// OBV = Previous OBV + Volume
/// If Close < Previous Close:
/// OBV = Previous OBV - Volume
/// If Close = Previous Close:
/// OBV = Previous OBV
///
/// Market Applications:
/// - Trend confirmation
/// - Potential breakouts
/// - Divergence analysis
/// - Volume flow analysis
/// - Price movement prediction
///
/// Sources:
/// Joe Granville - Original development (1963)
/// https://www.investopedia.com/terms/o/onbalancevolume.asp
///
/// Note: Rising OBV suggests buying pressure, while falling OBV suggests selling pressure
/// </remarks>
[SkipLocalsInit]
public sealed class Obv : AbstractBase
{
private double _prevClose;
private double _prevObv;
[MethodImpl(MethodImplOptions.AggressiveInlining)]
public Obv()
{
WarmupPeriod = 2; // Need previous close
Name = "OBV";
Init();
}
/// <param name="source">The data source object that publishes updates.</param>
[MethodImpl(MethodImplOptions.AggressiveInlining)]
public Obv(object source) : this()
{
var pubEvent = source.GetType().GetEvent("Pub");
pubEvent?.AddEventHandler(source, new BarSignal(Sub));
}
[MethodImpl(MethodImplOptions.AggressiveInlining)]
public override void Init()
{
base.Init();
_prevClose = 0;
_prevObv = 0;
}
[MethodImpl(MethodImplOptions.AggressiveInlining)]
protected override void ManageState(bool isNew)
{
if (isNew)
{
_lastValidValue = Value;
_index++;
}
}
[MethodImpl(MethodImplOptions.AggressiveInlining | MethodImplOptions.AggressiveOptimization)]
protected override double Calculation()
{
ManageState(BarInput.IsNew);
// Skip first period to establish previous close
if (_index == 1)
{
_prevClose = BarInput.Close;
return 0;
}
// Calculate OBV
if (BarInput.Close > _prevClose)
{
_prevObv += BarInput.Volume;
}
else if (BarInput.Close < _prevClose)
{
_prevObv -= BarInput.Volume;
}
// If prices equal, OBV remains the same
// Store current close for next calculation
_prevClose = BarInput.Close;
IsHot = _index >= WarmupPeriod;
return _prevObv;
}
}