mirror of
https://github.com/mihakralj/QuanTAlib.git
synced 2026-08-07 21:47:43 +00:00
15f4bb90f3
New indicators: - HWC (Holt-Winters Channel) — channels, 27 tests - VWMACD (Volume-Weighted MACD) — momentum, 38 tests - Squeeze Pro — oscillators, 69 tests - BW_MFI (Bill Williams MFI) — oscillators - DSTOCH (Double Stochastic) — oscillators - ATRSTOP (ATR Trailing Stop) — reversals - VSTOP (Volatility Stop) — reversals - Convexity (Beta Convexity) — statistics, 23 tests Integration: - Python bridge: Exports.cs, _bridge.py, wrapper modules - Documentation: _sidebar.md, _index.md pages, SPEC.md - All analyzer warnings fixed (MA0074, xUnit2013, S2699) Build: 0 warnings, 0 errors | Tests: 15,933 passed, 0 failed
310 lines
9.8 KiB
C#
310 lines
9.8 KiB
C#
using System.Runtime.CompilerServices;
|
||
using System.Runtime.InteropServices;
|
||
|
||
namespace QuanTAlib;
|
||
|
||
/// <summary>
|
||
/// Computes the Bill Williams Market Facilitation Index (BW_MFI) with 4-zone classification,
|
||
/// measuring price movement efficiency per unit of volume and categorizing each bar into
|
||
/// one of four market states based on MFI and volume direction changes.
|
||
/// </summary>
|
||
/// <remarks>
|
||
/// BW_MFI Formula:
|
||
/// <c>MFI = (High − Low) / Volume</c>,
|
||
/// Zone classification by comparing current vs previous bar:
|
||
/// <c>Zone 1 (Green): MFI↑ + Volume↑ → trend continuation</c>,
|
||
/// <c>Zone 2 (Fade): MFI↓ + Volume↓ → fading momentum</c>,
|
||
/// <c>Zone 3 (Fake): MFI↑ + Volume↓ → fake breakout</c>,
|
||
/// <c>Zone 4 (Squat): MFI↓ + Volume↑ → accumulation/distribution</c>.
|
||
///
|
||
/// Zone 4 (Squat) is the most significant: large volume with small range indicates a
|
||
/// battle between bulls and bears, often preceding a breakout. Zone 1 (Green) confirms
|
||
/// trend strength. Zone 3 (Fake) warns of unsupported price moves.
|
||
/// This implementation is optimized for streaming updates with O(1) per bar.
|
||
/// 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="BwMfi.md">Detailed documentation</seealso>
|
||
/// <seealso href="bw_mfi.pine">Reference Pine Script implementation</seealso>
|
||
[SkipLocalsInit]
|
||
public sealed class BwMfi : ITValuePublisher
|
||
{
|
||
[StructLayout(LayoutKind.Auto)]
|
||
private record struct State(
|
||
double LastValid,
|
||
double PrevMfi,
|
||
double PrevVolume,
|
||
int Count);
|
||
|
||
private State _s;
|
||
private State _ps;
|
||
|
||
private readonly TBarPublishedHandler _barHandler;
|
||
|
||
/// <summary>Display name for the indicator.</summary>
|
||
public string Name { get; }
|
||
|
||
/// <summary>Bars required for the first valid zone output (2 — need previous bar for comparison).</summary>
|
||
public static int WarmupPeriod => 2;
|
||
|
||
/// <summary>True when at least two bars have been processed (zone classification requires comparison).</summary>
|
||
public bool IsHot => _s.Count >= 2;
|
||
|
||
/// <summary>Current BW_MFI value (price range per unit of volume).</summary>
|
||
public TValue Last { get; private set; }
|
||
|
||
/// <summary>Current zone classification (1=Green, 2=Fade, 3=Fake, 4=Squat, 0=insufficient data).</summary>
|
||
public int Zone { get; private set; }
|
||
|
||
public event TValuePublishedHandler? Pub;
|
||
|
||
/// <summary>Creates a BW_MFI indicator.</summary>
|
||
public BwMfi()
|
||
{
|
||
_s = new State(0.0, 0.0, 0.0, 0);
|
||
_ps = _s;
|
||
Name = "BwMfi";
|
||
_barHandler = HandleBar;
|
||
}
|
||
|
||
/// <summary>Creates BW_MFI chained to a TBarSeries source.</summary>
|
||
public BwMfi(TBarSeries source) : this()
|
||
{
|
||
Prime(source);
|
||
source.Pub += _barHandler;
|
||
}
|
||
|
||
private void HandleBar(object? sender, in TBarEventArgs e) => Update(e.Value, e.IsNew);
|
||
|
||
[MethodImpl(MethodImplOptions.AggressiveInlining)]
|
||
private void PubEvent(TValue value, bool isNew) =>
|
||
Pub?.Invoke(this, new TValueEventArgs { Value = value, IsNew = isNew });
|
||
|
||
/// <summary>Resets all state to initial conditions.</summary>
|
||
[MethodImpl(MethodImplOptions.AggressiveInlining)]
|
||
public void Reset()
|
||
{
|
||
_s = new State(0.0, 0.0, 0.0, 0);
|
||
_ps = _s;
|
||
Last = default;
|
||
Zone = 0;
|
||
}
|
||
|
||
/// <summary>
|
||
/// Updates BW_MFI with a new OHLCV bar.
|
||
/// </summary>
|
||
/// <param name="input">OHLCV bar data</param>
|
||
/// <param name="isNew">True to advance state; false to rewrite the latest bar</param>
|
||
/// <returns>Current BW_MFI value as TValue</returns>
|
||
[MethodImpl(MethodImplOptions.AggressiveInlining)]
|
||
public TValue Update(TBar input, bool isNew = true)
|
||
{
|
||
var s = _s;
|
||
|
||
if (isNew)
|
||
{
|
||
_ps = s;
|
||
s.Count++;
|
||
}
|
||
else
|
||
{
|
||
int count = s.Count;
|
||
s = _ps;
|
||
s.Count = count;
|
||
}
|
||
|
||
// Sanitize OHLCV inputs — use last-valid on NaN/Infinity
|
||
double high = double.IsFinite(input.High) ? input.High : s.LastValid;
|
||
double low = double.IsFinite(input.Low) ? input.Low : s.LastValid;
|
||
double volume = double.IsFinite(input.Volume) ? input.Volume : 0.0;
|
||
|
||
// Core formula: price range per unit of volume
|
||
double mfi = volume != 0.0 ? (high - low) / volume : 0.0;
|
||
|
||
if (double.IsFinite(mfi))
|
||
{
|
||
s.LastValid = mfi;
|
||
}
|
||
else
|
||
{
|
||
mfi = s.LastValid;
|
||
}
|
||
|
||
// Zone classification: requires previous bar comparison
|
||
int zone;
|
||
if (s.Count < 2)
|
||
{
|
||
zone = 0; // insufficient data
|
||
}
|
||
else
|
||
{
|
||
bool mfiUp = mfi > s.PrevMfi;
|
||
bool volUp = volume > s.PrevVolume;
|
||
|
||
if (mfiUp && volUp)
|
||
{
|
||
zone = 1; // Green: trend continuation
|
||
}
|
||
else if (!mfiUp && !volUp)
|
||
{
|
||
zone = 2; // Fade: fading momentum
|
||
}
|
||
else if (mfiUp && !volUp)
|
||
{
|
||
zone = 3; // Fake: unsupported price move
|
||
}
|
||
else
|
||
{
|
||
zone = 4; // Squat: accumulation/distribution
|
||
}
|
||
}
|
||
|
||
// Store current values for next comparison
|
||
s.PrevMfi = mfi;
|
||
s.PrevVolume = volume;
|
||
|
||
_s = s;
|
||
Zone = zone;
|
||
|
||
Last = new TValue(input.Time, mfi);
|
||
PubEvent(Last, isNew);
|
||
return Last;
|
||
}
|
||
|
||
/// <summary>
|
||
/// Updates BW_MFI from a scalar TValue (uses Val as proxy; High=Low=Val, Volume=1).
|
||
/// Primarily for ITValuePublisher compatibility — TBar is the natural input for BW_MFI.
|
||
/// </summary>
|
||
[MethodImpl(MethodImplOptions.AggressiveInlining)]
|
||
public TValue Update(TValue input, bool isNew = true)
|
||
{
|
||
double v = double.IsFinite(input.Value) ? input.Value : _s.LastValid;
|
||
return Update(new TBar(input.Time, v, v, v, v, 1.0), isNew);
|
||
}
|
||
|
||
/// <summary>
|
||
/// Batch-computes BW_MFI and zones over raw High/Low/Volume spans. Zero-allocation path.
|
||
/// </summary>
|
||
/// <param name="high">Source high prices</param>
|
||
/// <param name="low">Source low prices</param>
|
||
/// <param name="volume">Source volume</param>
|
||
/// <param name="mfiOutput">Destination span for MFI values</param>
|
||
/// <param name="zoneOutput">Destination span for zone classifications (1-4, 0 for first bar)</param>
|
||
public static void Batch(
|
||
ReadOnlySpan<double> high,
|
||
ReadOnlySpan<double> low,
|
||
ReadOnlySpan<double> volume,
|
||
Span<double> mfiOutput,
|
||
Span<int> zoneOutput)
|
||
{
|
||
int len = high.Length;
|
||
|
||
if (low.Length != len)
|
||
{
|
||
throw new ArgumentException("Low length must match high length", nameof(low));
|
||
}
|
||
if (volume.Length != len)
|
||
{
|
||
throw new ArgumentException("Volume length must match high length", nameof(volume));
|
||
}
|
||
if (mfiOutput.Length != len)
|
||
{
|
||
throw new ArgumentException("MFI output length must match input length", nameof(mfiOutput));
|
||
}
|
||
if (zoneOutput.Length != len)
|
||
{
|
||
throw new ArgumentException("Zone output length must match input length", nameof(zoneOutput));
|
||
}
|
||
|
||
if (len == 0)
|
||
{
|
||
return;
|
||
}
|
||
|
||
// First bar: compute MFI, zone = 0 (no previous to compare)
|
||
double v0 = double.IsFinite(volume[0]) ? volume[0] : 0.0;
|
||
double mfi0 = v0 != 0.0 ? (high[0] - low[0]) / v0 : 0.0;
|
||
mfiOutput[0] = mfi0;
|
||
zoneOutput[0] = 0;
|
||
|
||
double prevMfi = mfi0;
|
||
double prevVol = v0;
|
||
|
||
for (int i = 1; i < len; i++)
|
||
{
|
||
double h = high[i];
|
||
double l = low[i];
|
||
double vol = double.IsFinite(volume[i]) ? volume[i] : 0.0;
|
||
double mfi = vol != 0.0 ? (h - l) / vol : 0.0;
|
||
mfiOutput[i] = mfi;
|
||
|
||
bool mfiUp = mfi > prevMfi;
|
||
bool volUp = vol > prevVol;
|
||
|
||
if (mfiUp && volUp)
|
||
{
|
||
zoneOutput[i] = 1;
|
||
}
|
||
else if (!mfiUp && !volUp)
|
||
{
|
||
zoneOutput[i] = 2;
|
||
}
|
||
else if (mfiUp && !volUp)
|
||
{
|
||
zoneOutput[i] = 3;
|
||
}
|
||
else
|
||
{
|
||
zoneOutput[i] = 4;
|
||
}
|
||
|
||
prevMfi = mfi;
|
||
prevVol = vol;
|
||
}
|
||
}
|
||
|
||
/// <summary>
|
||
/// Batch-computes BW_MFI values only (without zones) over raw spans. Zero-allocation path.
|
||
/// </summary>
|
||
public static void Batch(
|
||
ReadOnlySpan<double> high,
|
||
ReadOnlySpan<double> low,
|
||
ReadOnlySpan<double> volume,
|
||
Span<double> output)
|
||
{
|
||
int len = high.Length;
|
||
|
||
if (low.Length != len)
|
||
{
|
||
throw new ArgumentException("Low length must match high length", nameof(low));
|
||
}
|
||
if (volume.Length != len)
|
||
{
|
||
throw new ArgumentException("Volume length must match high length", nameof(volume));
|
||
}
|
||
if (output.Length != len)
|
||
{
|
||
throw new ArgumentException("Output length must match input length", nameof(output));
|
||
}
|
||
|
||
for (int i = 0; i < len; i++)
|
||
{
|
||
double h = high[i];
|
||
double l = low[i];
|
||
double v = double.IsFinite(volume[i]) ? volume[i] : 0.0;
|
||
output[i] = v != 0.0 ? (h - l) / v : 0.0;
|
||
}
|
||
}
|
||
|
||
/// <summary>Primes the indicator by replaying historical data without firing events.</summary>
|
||
public void Prime(TBarSeries source)
|
||
{
|
||
foreach (var bar in source)
|
||
{
|
||
Update(bar, isNew: true);
|
||
}
|
||
}
|
||
}
|