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QuanTAlib/lib/volume/vwap/Vwap.cs
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using System.Runtime.CompilerServices;
using System.Runtime.InteropServices;
namespace QuanTAlib;
/// <summary>
/// Computes the Volume Weighted Average Price (VWAP) with optional periodic reset.
/// </summary>
/// <remarks>
/// VWAP uses the typical price <c>(High + Low + Close) / 3</c> weighted by volume:
/// <c>VWAP = Σ(typicalPrice × volume) / Σ(volume)</c>.
///
/// This implementation supports cumulative mode (<c>period=0</c>) or periodic reset
/// for session-based analysis. Commonly used by institutional traders for execution benchmarking.
/// Non-finite inputs (NaN/±Inf) are sanitized by substituting the last finite value observed.
///
/// For the authoritative algorithm reference, full rationale, and behavioral contracts, see the
/// companion files in the same directory.
/// </remarks>
/// <seealso href="Vwap.md">Detailed documentation</seealso>
/// <seealso href="vwap.pine">Reference Pine Script implementation</seealso>
[SkipLocalsInit]
public sealed class Vwap : ITValuePublisher
{
[StructLayout(LayoutKind.Auto)]
private record struct State(double SumPV, double SumVol, int Index, int BarsSinceReset)
{
public static State New() => new() { SumPV = 0, SumVol = 0, Index = 0, BarsSinceReset = 0 };
}
private readonly int _period;
private State _state = State.New();
private State _p_state = State.New();
private double _lastValidHigh;
private double _lastValidLow;
private double _lastValidClose;
private double _lastValidVolume;
private double _p_lastValidHigh;
private double _p_lastValidLow;
private double _p_lastValidClose;
private double _p_lastValidVolume;
/// <summary>
/// Display name for the indicator.
/// </summary>
public string Name { get; }
public event TValuePublishedHandler? Pub;
/// <summary>
/// Current VWAP value.
/// </summary>
public TValue Last { get; private set; }
/// <summary>
/// True if the indicator has processed at least one bar.
/// </summary>
public bool IsHot => _state.Index > 0;
/// <summary>
/// Warmup period: 1 bar needed for first valid value.
/// </summary>
// S2325 suppressed: Instance property required for interface consistency across all indicators,
// even when value is constant. All QuanTAlib indicators expose WarmupPeriod as instance property.
#pragma warning disable S2325
public int WarmupPeriod => 1;
#pragma warning restore S2325
/// <summary>
/// Creates a new VWAP indicator with period-based reset.
/// </summary>
/// <param name="period">Period for VWAP reset (0 = no reset/cumulative). Default: 390 (typical trading day in minutes)</param>
/// <exception cref="ArgumentException">Thrown when period is negative.</exception>
public Vwap(int period = 0)
{
if (period < 0)
{
throw new ArgumentException("Period must be >= 0 (0 = no reset)", nameof(period));
}
_period = period;
Name = period == 0 ? "VWAP" : $"VWAP({period})";
}
/// <summary>
/// Resets the indicator state.
/// </summary>
[MethodImpl(MethodImplOptions.AggressiveInlining)]
public void Reset()
{
_state = State.New();
_p_state = State.New();
_lastValidHigh = 0;
_lastValidLow = 0;
_lastValidClose = 0;
_lastValidVolume = 0;
_p_lastValidHigh = 0;
_p_lastValidLow = 0;
_p_lastValidClose = 0;
_p_lastValidVolume = 0;
Last = default;
}
[MethodImpl(MethodImplOptions.AggressiveInlining)]
private static double GetValidValue(double input, ref double lastValid)
{
if (double.IsFinite(input))
{
lastValid = input;
return input;
}
return lastValid;
}
[MethodImpl(MethodImplOptions.AggressiveInlining | MethodImplOptions.AggressiveOptimization)]
public TValue Update(TBar input, bool isNew = true)
{
if (isNew)
{
_p_state = _state;
_p_lastValidHigh = _lastValidHigh;
_p_lastValidLow = _lastValidLow;
_p_lastValidClose = _lastValidClose;
_p_lastValidVolume = _lastValidVolume;
}
else
{
_state = _p_state;
_lastValidHigh = _p_lastValidHigh;
_lastValidLow = _p_lastValidLow;
_lastValidClose = _p_lastValidClose;
_lastValidVolume = _p_lastValidVolume;
}
// Get valid OHLCV values
double high = GetValidValue(input.High, ref _lastValidHigh);
double low = GetValidValue(input.Low, ref _lastValidLow);
double close = GetValidValue(input.Close, ref _lastValidClose);
double volume = GetValidValue(input.Volume, ref _lastValidVolume);
// Calculate typical price (hlc3)
double typicalPrice = (high + low + close) / 3.0;
// Local copy for struct promotion
var s = _state;
// Check for period reset
bool shouldReset = _period > 0 && s.BarsSinceReset >= _period;
if (shouldReset)
{
s.SumPV = 0;
s.SumVol = 0;
s.BarsSinceReset = 0;
}
// Update cumulative sums
if (volume > 0)
{
s.SumPV += typicalPrice * volume;
s.SumVol += volume;
}
// Calculate VWAP
double vwap = s.SumVol > double.Epsilon ? s.SumPV / s.SumVol : typicalPrice;
if (isNew)
{
s.Index++;
s.BarsSinceReset++;
}
_state = s;
Last = new TValue(input.Time, vwap);
Pub?.Invoke(this, new TValueEventArgs { Value = Last, IsNew = isNew });
return Last;
}
/// <summary>
/// Updates VWAP with a TValue input (uses value as both price and assumes volume=1).
/// </summary>
[MethodImpl(MethodImplOptions.AggressiveInlining | MethodImplOptions.AggressiveOptimization)]
public TValue Update(TValue input, bool isNew = true)
{
// Create synthetic bar: price as close, high, low; volume = 1
var bar = new TBar(input.Time, input.Value, input.Value, input.Value, input.Value, 1.0);
return Update(bar, isNew);
}
/// <summary>
/// Calculates VWAP for an entire bar series.
/// </summary>
/// <param name="source">Source bar series</param>
/// <returns>TSeries containing VWAP values</returns>
public TSeries Update(TBarSeries source)
{
if (source.Count == 0)
{
return [];
}
var t = new List<long>(source.Count);
var v = new List<double>(source.Count);
Reset();
for (int i = 0; i < source.Count; i++)
{
var val = Update(source[i], isNew: true);
t.Add(val.Time);
v.Add(val.Value);
}
return new TSeries(t, v);
}
/// <summary>
/// Initializes the indicator state using the provided bar series history.
/// </summary>
/// <param name="source">Historical bar data.</param>
public void Prime(TBarSeries source)
{
Reset();
if (source.Count == 0)
{
return;
}
for (int i = 0; i < source.Count; i++)
{
Update(source[i], isNew: true);
}
}
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/// <summary>
/// Static calculation returning TSeries.
/// </summary>
/// <param name="source">Source bar series</param>
/// <param name="period">Period for VWAP reset (0 = no reset)</param>
/// <returns>TSeries containing VWAP values</returns>
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public static TSeries Batch(TBarSeries source, int period = 0)
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{
if (source.Count == 0)
{
return [];
}
var t = source.Open.Times.ToArray();
var v = new double[source.Count];
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Batch(source.High.Values, source.Low.Values, source.Close.Values, source.Volume.Values, v, period);
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return new TSeries(t, v);
}
/// <summary>
/// Zero-allocation span-based calculation.
/// </summary>
/// <param name="high">High prices</param>
/// <param name="low">Low prices</param>
/// <param name="close">Close prices</param>
/// <param name="volume">Volume values</param>
/// <param name="output">Output span for VWAP values</param>
/// <param name="period">Period for VWAP reset (0 = no reset)</param>
[MethodImpl(MethodImplOptions.AggressiveOptimization)]
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public static void Batch(ReadOnlySpan<double> high, ReadOnlySpan<double> low, ReadOnlySpan<double> close, ReadOnlySpan<double> volume, Span<double> output, int period = 0)
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{
if (high.Length != low.Length)
{
throw new ArgumentException("High and Low spans must be of the same length", nameof(low));
}
if (high.Length != close.Length)
{
throw new ArgumentException("High and Close spans must be of the same length", nameof(close));
}
if (high.Length != volume.Length)
{
throw new ArgumentException("High and Volume spans must be of the same length", nameof(volume));
}
if (high.Length != output.Length)
{
throw new ArgumentException("Output span must be of the same length as input", nameof(output));
}
if (period < 0)
{
throw new ArgumentException("Period must be >= 0 (0 = no reset)", nameof(period));
}
int len = high.Length;
if (len == 0)
{
return;
}
double sumPV = 0;
double sumVol = 0;
double lastValidHigh = 0;
double lastValidLow = 0;
double lastValidClose = 0;
double lastValidVolume = 0;
int barsSinceReset = 0;
// Find first valid values
for (int k = 0; k < len; k++)
{
if (double.IsFinite(high[k]))
{
lastValidHigh = high[k];
break;
}
}
for (int k = 0; k < len; k++)
{
if (double.IsFinite(low[k]))
{
lastValidLow = low[k];
break;
}
}
for (int k = 0; k < len; k++)
{
if (double.IsFinite(close[k]))
{
lastValidClose = close[k];
break;
}
}
for (int k = 0; k < len; k++)
{
if (double.IsFinite(volume[k]))
{
lastValidVolume = volume[k];
break;
}
}
for (int i = 0; i < len; i++)
{
// Get valid values with NaN substitution
double h = double.IsFinite(high[i]) ? high[i] : lastValidHigh;
double l = double.IsFinite(low[i]) ? low[i] : lastValidLow;
double c = double.IsFinite(close[i]) ? close[i] : lastValidClose;
double vol = double.IsFinite(volume[i]) ? volume[i] : lastValidVolume;
if (double.IsFinite(high[i]))
{
lastValidHigh = high[i];
}
if (double.IsFinite(low[i]))
{
lastValidLow = low[i];
}
if (double.IsFinite(close[i]))
{
lastValidClose = close[i];
}
if (double.IsFinite(volume[i]))
{
lastValidVolume = volume[i];
}
// Calculate typical price (hlc3)
double typicalPrice = (h + l + c) / 3.0;
// Check for period reset
if (period > 0 && barsSinceReset >= period)
{
sumPV = 0;
sumVol = 0;
barsSinceReset = 0;
}
// Update cumulative sums
if (vol > 0)
{
sumPV += typicalPrice * vol;
sumVol += vol;
}
// Calculate VWAP
output[i] = sumVol > double.Epsilon ? sumPV / sumVol : typicalPrice;
barsSinceReset++;
}
}
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public static (TSeries Results, Vwap Indicator) Calculate(TBarSeries source, int period = 0)
{
var indicator = new Vwap(period);
TSeries results = indicator.Update(source);
return (results, indicator);
}
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}