mirror of
https://github.com/mihakralj/QuanTAlib.git
synced 2026-08-17 18:18:04 +00:00
Add Standardize class for Z-Score normalization and update project files
- Implemented the Standardize class for calculating Z-Score normalization over a specified lookback period. - Updated NDepend badge SVG files to reflect new metrics. - Modified NDepend project files to reference the updated solution file name. - Removed outdated documentation files related to indicator proposals and channel documentation remediation. - Updated workspace configuration to point to the new solution file.
This commit is contained in:
@@ -0,0 +1,114 @@
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using TradingPlatform.BusinessLayer;
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namespace QuanTAlib.Tests;
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public class TtmSqueezeIndicatorTests
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{
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[Fact]
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public void TtmSqueezeIndicator_Constructor_SetsDefaults()
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{
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var indicator = new TtmSqueezeIndicator();
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Assert.Equal(20, indicator.BbPeriod);
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Assert.Equal(2.0, indicator.BbMult);
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Assert.Equal(20, indicator.KcPeriod);
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Assert.Equal(1.5, indicator.KcMult);
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Assert.Equal(20, indicator.MomPeriod);
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Assert.True(indicator.ShowColdValues);
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Assert.Equal("TTM Squeeze", indicator.Name);
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Assert.True(indicator.SeparateWindow);
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Assert.True(indicator.OnBackGround);
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}
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[Fact]
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public void TtmSqueezeIndicator_MinHistoryDepths_EqualsZero()
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{
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var indicator = new TtmSqueezeIndicator { BbPeriod = 20 };
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Assert.Equal(0, TtmSqueezeIndicator.MinHistoryDepths);
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IWatchlistIndicator watchlistIndicator = indicator;
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Assert.Equal(0, watchlistIndicator.MinHistoryDepths);
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}
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[Fact]
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public void TtmSqueezeIndicator_ShortName_IncludesParameters()
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{
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var indicator = new TtmSqueezeIndicator
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{
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BbPeriod = 15,
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BbMult = 1.5,
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KcPeriod = 10,
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KcMult = 2.0,
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MomPeriod = 25
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};
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indicator.Initialize();
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Assert.Contains("TTM_SQZ", indicator.ShortName, StringComparison.Ordinal);
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Assert.Contains("15", indicator.ShortName, StringComparison.Ordinal);
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Assert.Contains("10", indicator.ShortName, StringComparison.Ordinal);
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Assert.Contains("25", indicator.ShortName, StringComparison.Ordinal);
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}
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[Fact]
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public void TtmSqueezeIndicator_SourceCodeLink_IsValid()
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{
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var indicator = new TtmSqueezeIndicator();
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Assert.Contains("github.com", indicator.SourceCodeLink, StringComparison.Ordinal);
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Assert.Contains("TtmSqueeze.Quantower.cs", indicator.SourceCodeLink, StringComparison.Ordinal);
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}
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[Fact]
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public void TtmSqueezeIndicator_Initialize_CreatesInternalSqueeze()
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{
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var indicator = new TtmSqueezeIndicator
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{
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BbPeriod = 14,
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KcPeriod = 14,
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MomPeriod = 14
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};
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// Initialize should not throw
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indicator.Initialize();
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// After init, line series should exist (momentum + squeeze)
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Assert.Equal(2, indicator.LinesSeries.Count);
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}
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[Fact]
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public void TtmSqueezeIndicator_ProcessUpdate_HistoricalBar_ComputesValue()
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{
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var indicator = new TtmSqueezeIndicator
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{
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BbPeriod = 5,
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KcPeriod = 5,
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MomPeriod = 5
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};
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indicator.Initialize();
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// Add historical data
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var now = DateTime.UtcNow;
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for (int i = 0; i < 20; i++)
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{
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indicator.HistoricalData.AddBar(now.AddMinutes(i), 100 + i, 110 + i, 90 + i, 105 + i);
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var args = new UpdateArgs(UpdateReason.HistoricalBar);
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indicator.ProcessUpdate(args);
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}
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// Line series should have a value
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double momentum = indicator.LinesSeries[0].GetValue(0);
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Assert.True(double.IsFinite(momentum));
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}
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[Fact]
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public void TtmSqueezeIndicator_TwoLineSeries_Exist()
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{
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var indicator = new TtmSqueezeIndicator();
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indicator.Initialize();
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// Should have momentum + squeeze dot series
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Assert.Equal(2, indicator.LinesSeries.Count);
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}
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}
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@@ -0,0 +1,99 @@
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using System.Drawing;
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using System.Runtime.CompilerServices;
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using TradingPlatform.BusinessLayer;
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namespace QuanTAlib;
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/// <summary>
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/// TTM Squeeze: Volatility Breakout Indicator - Quantower Indicator Adapter
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/// Combines Bollinger Bands and Keltner Channels to identify squeeze conditions.
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/// Momentum histogram shows price deviation from donchian midline.
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/// </summary>
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[SkipLocalsInit]
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public sealed class TtmSqueezeIndicator : Indicator, IWatchlistIndicator
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{
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[InputParameter("BB Period", sortIndex: 1, 2, 200, 1, 0)]
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public int BbPeriod { get; set; } = 20;
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[InputParameter("BB Multiplier", sortIndex: 2, 0.1, 10.0, 0.1, 1)]
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public double BbMult { get; set; } = 2.0;
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[InputParameter("KC Period", sortIndex: 3, 1, 200, 1, 0)]
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public int KcPeriod { get; set; } = 20;
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[InputParameter("KC Multiplier", sortIndex: 4, 0.1, 10.0, 0.1, 1)]
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public double KcMult { get; set; } = 1.5;
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[InputParameter("Momentum Period", sortIndex: 5, 2, 200, 1, 0)]
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public int MomPeriod { get; set; } = 20;
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[InputParameter("Show cold values", sortIndex: 21)]
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public bool ShowColdValues { get; set; } = true;
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public static int MinHistoryDepths => 0;
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int IWatchlistIndicator.MinHistoryDepths => MinHistoryDepths;
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private TtmSqueeze _squeeze = null!;
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private readonly LineSeries _momentumSeries;
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private readonly LineSeries _squeezeOnSeries;
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public override string ShortName => $"TTM_SQZ({BbPeriod},{BbMult:F1},{KcPeriod},{KcMult:F1},{MomPeriod})";
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public override string SourceCodeLink => "https://github.com/mihakralj/QuanTAlib/blob/main/lib/dynamics/ttm_squeeze/TtmSqueeze.Quantower.cs";
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public TtmSqueezeIndicator()
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{
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Name = "TTM Squeeze";
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Description = "John Carter's volatility breakout indicator combining Bollinger Bands and Keltner Channels";
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SeparateWindow = true;
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OnBackGround = true;
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_momentumSeries = new LineSeries("Momentum", Color.Cyan, 2, LineStyle.Histogramm);
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_squeezeOnSeries = new LineSeries("Squeeze", Color.Red, 4, LineStyle.Dot);
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AddLineSeries(_momentumSeries);
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AddLineSeries(_squeezeOnSeries);
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}
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[MethodImpl(MethodImplOptions.AggressiveInlining)]
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protected override void OnInit()
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{
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_squeeze = new TtmSqueeze(BbPeriod, BbMult, KcPeriod, KcMult, MomPeriod);
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}
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[MethodImpl(MethodImplOptions.AggressiveInlining)]
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protected override void OnUpdate(UpdateArgs args)
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{
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TBar bar = this.GetInputBar(args);
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bool isNew = args.Reason != UpdateReason.NewTick;
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TValue result = _squeeze.Update(bar, isNew);
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if (!ShowColdValues && !_squeeze.IsHot)
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{
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return;
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}
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int offset = args.Reason == UpdateReason.HistoricalBar ? 0 : -1;
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// Set momentum histogram with color coding
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_momentumSeries.SetValue(result.Value, offset);
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// Set momentum color based on direction and sign
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Color momentumColor = _squeeze.ColorCode switch
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{
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0 => Color.Cyan, // Rising above zero
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1 => Color.Blue, // Falling above zero
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2 => Color.Red, // Falling below zero
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3 => Color.Yellow, // Rising below zero
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_ => Color.Cyan
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};
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_momentumSeries.SetMarker(offset, momentumColor);
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// Set squeeze indicator - dot at zero line
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_squeezeOnSeries.SetValue(0, offset);
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// Red dot = squeeze on, Green dot = squeeze off
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Color squeezeColor = _squeeze.SqueezeOn ? Color.Red : Color.Green;
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_squeezeOnSeries.SetMarker(offset, squeezeColor);
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}
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}
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@@ -0,0 +1,526 @@
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using System;
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using Xunit;
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namespace QuanTAlib.Tests;
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public class TtmSqueezeTests
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{
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private const double Precision = 1e-10;
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#region Constructor Tests
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[Fact]
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public void Constructor_DefaultParameters_AreCorrect()
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{
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var squeeze = new TtmSqueeze();
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Assert.Equal(20, squeeze.BbPeriod);
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Assert.Equal(20, squeeze.KcPeriod);
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Assert.Equal(20, squeeze.MomPeriod);
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}
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[Fact]
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public void Constructor_CustomParameters_AreSet()
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{
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var squeeze = new TtmSqueeze(bbPeriod: 15, bbMult: 1.5, kcPeriod: 10, kcMult: 2.0, momPeriod: 25);
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Assert.Equal(15, squeeze.BbPeriod);
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Assert.Equal(10, squeeze.KcPeriod);
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Assert.Equal(25, squeeze.MomPeriod);
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}
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[Fact]
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public void Constructor_InvalidBbPeriod_Throws()
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{
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Assert.Throws<ArgumentException>(() => new TtmSqueeze(bbPeriod: 1));
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}
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[Fact]
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public void Constructor_InvalidKcPeriod_Throws()
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{
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Assert.Throws<ArgumentException>(() => new TtmSqueeze(kcPeriod: 0));
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}
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[Fact]
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public void Constructor_InvalidMomPeriod_Throws()
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{
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Assert.Throws<ArgumentException>(() => new TtmSqueeze(momPeriod: 1));
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}
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[Fact]
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public void Constructor_InvalidBbMult_Throws()
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{
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Assert.Throws<ArgumentException>(() => new TtmSqueeze(bbMult: 0));
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}
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[Fact]
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public void Constructor_InvalidKcMult_Throws()
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{
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Assert.Throws<ArgumentException>(() => new TtmSqueeze(kcMult: -1));
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}
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[Fact]
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public void Name_IncludesAllParameters()
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{
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var squeeze = new TtmSqueeze(15, 1.5, 10, 2.0, 25);
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Assert.Contains("15", squeeze.Name, StringComparison.Ordinal);
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Assert.Contains("1.5", squeeze.Name, StringComparison.Ordinal);
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Assert.Contains("10", squeeze.Name, StringComparison.Ordinal);
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Assert.Contains("2.0", squeeze.Name, StringComparison.Ordinal);
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Assert.Contains("25", squeeze.Name, StringComparison.Ordinal);
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}
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[Fact]
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public void WarmupPeriod_IsMaxOfPeriods()
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{
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var squeeze = new TtmSqueeze(bbPeriod: 15, bbMult: 2.0, kcPeriod: 10, kcMult: 1.5, momPeriod: 25);
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Assert.Equal(25, squeeze.WarmupPeriod);
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}
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#endregion
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#region IsHot Tests
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[Fact]
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public void IsHot_BeforeWarmup_ReturnsFalse()
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{
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var squeeze = new TtmSqueeze(bbPeriod: 5, bbMult: 2.0, kcPeriod: 5, kcMult: 1.5, momPeriod: 5);
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long baseTime = DateTimeOffset.UtcNow.ToUnixTimeMilliseconds();
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for (int i = 0; i < 4; i++)
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{
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squeeze.Update(new TBar(baseTime + i * 60000, 100, 105, 95, 102, 1000));
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}
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Assert.False(squeeze.IsHot);
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}
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[Fact]
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public void IsHot_AfterWarmup_ReturnsTrue()
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{
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var squeeze = new TtmSqueeze(bbPeriod: 5, bbMult: 2.0, kcPeriod: 5, kcMult: 1.5, momPeriod: 5);
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long baseTime = DateTimeOffset.UtcNow.ToUnixTimeMilliseconds();
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for (int i = 0; i < 5; i++)
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{
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squeeze.Update(new TBar(baseTime + i * 60000, 100, 105, 95, 102, 1000));
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}
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Assert.True(squeeze.IsHot);
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}
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#endregion
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#region Squeeze Detection Tests
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[Fact]
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public void Update_LowVolatility_SqueezeOn()
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{
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var squeeze = new TtmSqueeze(bbPeriod: 5, bbMult: 2.0, kcPeriod: 5, kcMult: 1.5, momPeriod: 5);
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long baseTime = DateTimeOffset.UtcNow.ToUnixTimeMilliseconds();
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// Low volatility: tight range bars
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for (int i = 0; i < 10; i++)
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{
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squeeze.Update(new TBar(baseTime + i * 60000, 100, 100.5, 99.5, 100, 1000));
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}
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// With tight range (0.5 from mid), low stddev means BB should be tighter
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// This should trigger squeeze on
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// Note: May need specific values depending on implementation
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Assert.True(double.IsFinite(squeeze.Momentum.Value));
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}
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[Fact]
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public void Update_HighVolatility_SqueezeOff()
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{
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var squeeze = new TtmSqueeze(bbPeriod: 5, bbMult: 2.0, kcPeriod: 5, kcMult: 1.5, momPeriod: 5);
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long baseTime = DateTimeOffset.UtcNow.ToUnixTimeMilliseconds();
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// High volatility: wide range bars
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for (int i = 0; i < 10; i++)
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{
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double offset = (i % 2 == 0) ? 10 : -10;
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squeeze.Update(new TBar(baseTime + i * 60000, 100, 110 + offset, 90 + offset, 100 + offset, 1000));
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}
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Assert.True(double.IsFinite(squeeze.Momentum.Value));
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}
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[Fact]
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public void Update_SqueezeFired_DetectedOnTransition()
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{
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var squeeze = new TtmSqueeze(bbPeriod: 3, bbMult: 2.0, kcPeriod: 3, kcMult: 1.5, momPeriod: 3);
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long baseTime = DateTimeOffset.UtcNow.ToUnixTimeMilliseconds();
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// Start with tight range (likely squeeze on)
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for (int i = 0; i < 5; i++)
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{
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squeeze.Update(new TBar(baseTime + i * 60000, 100, 100.1, 99.9, 100, 1000));
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}
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// Sudden volatility expansion (removed unused initialSqueezeOn variable)
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squeeze.Update(new TBar(baseTime + 5 * 60000, 100, 120, 80, 115, 1000));
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// The squeeze state should have changed
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// (The exact behavior depends on the calculation)
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Assert.True(double.IsFinite(squeeze.Momentum.Value));
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}
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#endregion
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#region Momentum Tests
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[Fact]
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public void Update_PriceAboveMidline_PositiveMomentum()
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{
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var squeeze = new TtmSqueeze(bbPeriod: 3, bbMult: 2.0, kcPeriod: 3, kcMult: 1.5, momPeriod: 3);
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long baseTime = DateTimeOffset.UtcNow.ToUnixTimeMilliseconds();
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// Prices consistently above the donchian midline
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squeeze.Update(new TBar(baseTime, 100, 102, 98, 101, 1000));
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squeeze.Update(new TBar(baseTime + 60000, 101, 103, 99, 102, 1000));
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squeeze.Update(new TBar(baseTime + 120000, 102, 104, 100, 103, 1000));
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squeeze.Update(new TBar(baseTime + 180000, 103, 106, 101, 105, 1000));
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// With rising prices, momentum should be positive
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Assert.True(squeeze.MomentumPositive);
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}
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[Fact]
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public void Update_PriceBelowMidline_NegativeMomentum()
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{
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var squeeze = new TtmSqueeze(bbPeriod: 3, bbMult: 2.0, kcPeriod: 3, kcMult: 1.5, momPeriod: 3);
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long baseTime = DateTimeOffset.UtcNow.ToUnixTimeMilliseconds();
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// Prices consistently below the donchian midline
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squeeze.Update(new TBar(baseTime, 100, 102, 98, 99, 1000));
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squeeze.Update(new TBar(baseTime + 60000, 99, 101, 97, 98, 1000));
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squeeze.Update(new TBar(baseTime + 120000, 98, 100, 96, 97, 1000));
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squeeze.Update(new TBar(baseTime + 180000, 97, 99, 95, 96, 1000));
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// With falling prices, momentum should be negative
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Assert.False(squeeze.MomentumPositive);
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}
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[Fact]
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public void Update_RisingMomentum_Detected()
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{
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var squeeze = new TtmSqueeze(bbPeriod: 3, bbMult: 2.0, kcPeriod: 3, kcMult: 1.5, momPeriod: 3);
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long baseTime = DateTimeOffset.UtcNow.ToUnixTimeMilliseconds();
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// Flat then accelerating up
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for (int i = 0; i < 3; i++)
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{
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squeeze.Update(new TBar(baseTime + i * 60000, 100, 101, 99, 100, 1000));
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}
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// Strong up move
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squeeze.Update(new TBar(baseTime + 3 * 60000, 100, 115, 99, 112, 1000));
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squeeze.Update(new TBar(baseTime + 4 * 60000, 112, 125, 110, 122, 1000));
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Assert.True(squeeze.MomentumRising);
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}
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#endregion
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#region Color Coding Tests
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[Fact]
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public void ColorCode_RisingAboveZero_IsCyan()
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{
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var squeeze = new TtmSqueeze(bbPeriod: 3, bbMult: 2.0, kcPeriod: 3, kcMult: 1.5, momPeriod: 3);
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long baseTime = DateTimeOffset.UtcNow.ToUnixTimeMilliseconds();
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// Strong uptrend with rising momentum
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for (int i = 0; i < 5; i++)
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{
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squeeze.Update(new TBar(baseTime + i * 60000, 100 + i * 2, 105 + i * 2, 98 + i * 2, 103 + i * 2, 1000));
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}
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// Should be MomentumPositive and MomentumRising = ColorCode 0 (Cyan)
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if (squeeze.MomentumPositive && squeeze.MomentumRising)
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{
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Assert.Equal(0, squeeze.ColorCode);
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}
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}
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[Fact]
|
||||
public void ColorCode_FallingBelowZero_IsRed()
|
||||
{
|
||||
var squeeze = new TtmSqueeze(bbPeriod: 3, bbMult: 2.0, kcPeriod: 3, kcMult: 1.5, momPeriod: 3);
|
||||
long baseTime = DateTimeOffset.UtcNow.ToUnixTimeMilliseconds();
|
||||
|
||||
// Strong downtrend with falling momentum
|
||||
for (int i = 0; i < 5; i++)
|
||||
{
|
||||
squeeze.Update(new TBar(baseTime + i * 60000, 100 - i * 2, 102 - i * 2, 95 - i * 2, 97 - i * 2, 1000));
|
||||
}
|
||||
|
||||
// Should be !MomentumPositive and !MomentumRising = ColorCode 2 (Red)
|
||||
if (!squeeze.MomentumPositive && !squeeze.MomentumRising)
|
||||
{
|
||||
Assert.Equal(2, squeeze.ColorCode);
|
||||
}
|
||||
}
|
||||
|
||||
#endregion
|
||||
|
||||
#region Bar Correction Tests
|
||||
|
||||
[Fact]
|
||||
public void Update_BarCorrection_RestoresPreviousState()
|
||||
{
|
||||
var squeeze = new TtmSqueeze(bbPeriod: 3, bbMult: 2.0, kcPeriod: 3, kcMult: 1.5, momPeriod: 3);
|
||||
long baseTime = DateTimeOffset.UtcNow.ToUnixTimeMilliseconds();
|
||||
|
||||
for (int i = 0; i < 3; i++)
|
||||
{
|
||||
squeeze.Update(new TBar(baseTime + i * 60000, 100, 105, 95, 102, 1000));
|
||||
}
|
||||
|
||||
// Add new bar
|
||||
squeeze.Update(new TBar(baseTime + 3 * 60000, 100, 110, 98, 108, 1000), isNew: true);
|
||||
double valueAfterNew = squeeze.Momentum.Value;
|
||||
|
||||
// Correct the bar with different data
|
||||
squeeze.Update(new TBar(baseTime + 3 * 60000, 108, 112, 105, 92, 1000), isNew: false);
|
||||
double valueAfterCorrection = squeeze.Momentum.Value;
|
||||
|
||||
Assert.NotEqual(valueAfterNew, valueAfterCorrection);
|
||||
}
|
||||
|
||||
[Fact]
|
||||
public void Update_MultipleCorrections_ProduceConsistentResults()
|
||||
{
|
||||
var squeeze = new TtmSqueeze(bbPeriod: 3, bbMult: 2.0, kcPeriod: 3, kcMult: 1.5, momPeriod: 3);
|
||||
long baseTime = DateTimeOffset.UtcNow.ToUnixTimeMilliseconds();
|
||||
|
||||
for (int i = 0; i < 3; i++)
|
||||
{
|
||||
squeeze.Update(new TBar(baseTime + i * 60000, 100, 105, 95, 102, 1000));
|
||||
}
|
||||
|
||||
// New bar
|
||||
squeeze.Update(new TBar(baseTime + 3 * 60000, 100, 110, 98, 108, 1000), isNew: true);
|
||||
double firstValue = squeeze.Momentum.Value;
|
||||
|
||||
// Correction 1
|
||||
squeeze.Update(new TBar(baseTime + 3 * 60000, 108, 115, 105, 90, 1000), isNew: false);
|
||||
|
||||
// Correction 2 - same as first new bar
|
||||
squeeze.Update(new TBar(baseTime + 3 * 60000, 100, 110, 98, 108, 1000), isNew: false);
|
||||
double secondValue = squeeze.Momentum.Value;
|
||||
|
||||
Assert.Equal(firstValue, secondValue, Precision);
|
||||
}
|
||||
|
||||
#endregion
|
||||
|
||||
#region NaN Handling Tests
|
||||
|
||||
[Fact]
|
||||
public void Update_NaNInput_UsesLastValidValue()
|
||||
{
|
||||
var squeeze = new TtmSqueeze(bbPeriod: 3, bbMult: 2.0, kcPeriod: 3, kcMult: 1.5, momPeriod: 3);
|
||||
long baseTime = DateTimeOffset.UtcNow.ToUnixTimeMilliseconds();
|
||||
|
||||
squeeze.Update(new TBar(baseTime, 100, 105, 95, 102, 1000));
|
||||
|
||||
squeeze.Update(new TBar(baseTime + 60000, double.NaN, double.NaN, double.NaN, double.NaN, 1000));
|
||||
|
||||
Assert.True(double.IsFinite(squeeze.Momentum.Value));
|
||||
}
|
||||
|
||||
[Fact]
|
||||
public void Update_InfinityInput_UsesLastValidValue()
|
||||
{
|
||||
var squeeze = new TtmSqueeze(bbPeriod: 3, bbMult: 2.0, kcPeriod: 3, kcMult: 1.5, momPeriod: 3);
|
||||
long baseTime = DateTimeOffset.UtcNow.ToUnixTimeMilliseconds();
|
||||
|
||||
squeeze.Update(new TBar(baseTime, 100, 105, 95, 102, 1000));
|
||||
|
||||
squeeze.Update(new TBar(baseTime + 60000, double.PositiveInfinity, 105, 95, 102, 1000));
|
||||
|
||||
Assert.True(double.IsFinite(squeeze.Momentum.Value));
|
||||
}
|
||||
|
||||
#endregion
|
||||
|
||||
#region Reset Tests
|
||||
|
||||
[Fact]
|
||||
public void Reset_ClearsState()
|
||||
{
|
||||
var squeeze = new TtmSqueeze(bbPeriod: 3, bbMult: 2.0, kcPeriod: 3, kcMult: 1.5, momPeriod: 3);
|
||||
long baseTime = DateTimeOffset.UtcNow.ToUnixTimeMilliseconds();
|
||||
|
||||
for (int i = 0; i < 5; i++)
|
||||
{
|
||||
squeeze.Update(new TBar(baseTime + i * 60000, 100, 105, 95, 102, 1000));
|
||||
}
|
||||
|
||||
Assert.True(squeeze.IsHot);
|
||||
|
||||
squeeze.Reset();
|
||||
|
||||
Assert.False(squeeze.IsHot);
|
||||
Assert.Equal(0, squeeze.Momentum.Value);
|
||||
}
|
||||
|
||||
[Fact]
|
||||
public void Reset_AllowsFreshStart()
|
||||
{
|
||||
var squeeze = new TtmSqueeze(bbPeriod: 3, bbMult: 2.0, kcPeriod: 3, kcMult: 1.5, momPeriod: 3);
|
||||
long baseTime = DateTimeOffset.UtcNow.ToUnixTimeMilliseconds();
|
||||
|
||||
// Uptrend
|
||||
for (int i = 0; i < 5; i++)
|
||||
{
|
||||
squeeze.Update(new TBar(baseTime + i * 60000, 100 + i * 2, 105 + i * 2, 95 + i * 2, 103 + i * 2, 1000));
|
||||
}
|
||||
|
||||
double upTrendMomentum = squeeze.Momentum.Value;
|
||||
|
||||
squeeze.Reset();
|
||||
|
||||
// Downtrend
|
||||
for (int i = 0; i < 5; i++)
|
||||
{
|
||||
squeeze.Update(new TBar(baseTime + i * 60000, 100 - i * 2, 102 - i * 2, 95 - i * 2, 97 - i * 2, 1000));
|
||||
}
|
||||
|
||||
Assert.NotEqual(upTrendMomentum, squeeze.Momentum.Value);
|
||||
}
|
||||
|
||||
#endregion
|
||||
|
||||
#region Prime Tests
|
||||
|
||||
[Fact]
|
||||
public void Prime_FillsBuffer()
|
||||
{
|
||||
var squeeze = new TtmSqueeze(bbPeriod: 5, bbMult: 2.0, kcPeriod: 5, kcMult: 1.5, momPeriod: 5);
|
||||
var source = new TBarSeries();
|
||||
long baseTime = DateTimeOffset.UtcNow.ToUnixTimeMilliseconds();
|
||||
|
||||
for (int i = 0; i < 10; i++)
|
||||
{
|
||||
source.Add(new TBar(baseTime + i * 60000, 100, 105, 95, 102, 1000));
|
||||
}
|
||||
|
||||
squeeze.Prime(source);
|
||||
|
||||
Assert.True(squeeze.IsHot);
|
||||
}
|
||||
|
||||
#endregion
|
||||
|
||||
#region Batch Tests
|
||||
|
||||
[Fact]
|
||||
public void Batch_ReturnsSeriesOfCorrectLength()
|
||||
{
|
||||
var source = new TBarSeries();
|
||||
long baseTime = DateTimeOffset.UtcNow.ToUnixTimeMilliseconds();
|
||||
|
||||
for (int i = 0; i < 20; i++)
|
||||
{
|
||||
source.Add(new TBar(baseTime + i * 60000, 100 + i, 105 + i, 95 + i, 102 + i, 1000));
|
||||
}
|
||||
|
||||
var result = TtmSqueeze.Batch(source);
|
||||
|
||||
Assert.Equal(20, result.Count);
|
||||
}
|
||||
|
||||
[Fact]
|
||||
public void Batch_EmptySource_ReturnsEmpty()
|
||||
{
|
||||
var source = new TBarSeries();
|
||||
var result = TtmSqueeze.Batch(source);
|
||||
|
||||
Assert.Empty(result);
|
||||
}
|
||||
|
||||
[Fact]
|
||||
public void Calculate_ReturnsBothResultsAndIndicator()
|
||||
{
|
||||
var source = new TBarSeries();
|
||||
long baseTime = DateTimeOffset.UtcNow.ToUnixTimeMilliseconds();
|
||||
|
||||
for (int i = 0; i < 20; i++)
|
||||
{
|
||||
source.Add(new TBar(baseTime + i * 60000, 100, 105, 95, 102, 1000));
|
||||
}
|
||||
|
||||
var (results, indicator) = TtmSqueeze.Calculate(source, bbPeriod: 10, bbMult: 2.0, kcPeriod: 10, kcMult: 1.5, momPeriod: 10);
|
||||
|
||||
Assert.Equal(20, results.Count);
|
||||
Assert.True(indicator.IsHot);
|
||||
Assert.Equal(10, indicator.BbPeriod);
|
||||
}
|
||||
|
||||
#endregion
|
||||
|
||||
#region Event Publishing Tests
|
||||
|
||||
[Fact]
|
||||
public void Update_PublishesEvent()
|
||||
{
|
||||
var squeeze = new TtmSqueeze(bbPeriod: 3, bbMult: 2.0, kcPeriod: 3, kcMult: 1.5, momPeriod: 3);
|
||||
int eventCount = 0;
|
||||
squeeze.Pub += (object? sender, in TValueEventArgs args) => eventCount++;
|
||||
|
||||
long baseTime = DateTimeOffset.UtcNow.ToUnixTimeMilliseconds();
|
||||
squeeze.Update(new TBar(baseTime, 100, 105, 95, 102, 1000));
|
||||
|
||||
Assert.Equal(1, eventCount);
|
||||
}
|
||||
|
||||
[Fact]
|
||||
public void Update_EventContainsCorrectValue()
|
||||
{
|
||||
var squeeze = new TtmSqueeze(bbPeriod: 3, bbMult: 2.0, kcPeriod: 3, kcMult: 1.5, momPeriod: 3);
|
||||
TValue? receivedValue = null;
|
||||
squeeze.Pub += (object? sender, in TValueEventArgs args) => receivedValue = args.Value;
|
||||
|
||||
long baseTime = DateTimeOffset.UtcNow.ToUnixTimeMilliseconds();
|
||||
squeeze.Update(new TBar(baseTime, 100, 105, 95, 102, 1000));
|
||||
|
||||
Assert.NotNull(receivedValue);
|
||||
Assert.Equal(squeeze.Momentum.Value, receivedValue.Value.Value);
|
||||
}
|
||||
|
||||
#endregion
|
||||
|
||||
#region GBM Random Data Test
|
||||
|
||||
[Fact]
|
||||
public void Update_GbmData_ProducesFiniteValues()
|
||||
{
|
||||
var squeeze = new TtmSqueeze(bbPeriod: 14, bbMult: 2.0, kcPeriod: 14, kcMult: 1.5, momPeriod: 14);
|
||||
long baseTime = DateTimeOffset.UtcNow.ToUnixTimeMilliseconds();
|
||||
var random = new Random(42);
|
||||
|
||||
double price = 100.0;
|
||||
|
||||
for (int i = 0; i < 100; i++)
|
||||
{
|
||||
double change = (random.NextDouble() - 0.5) * 4;
|
||||
double open = price;
|
||||
double high = Math.Max(open, open + Math.Abs(change) + random.NextDouble() * 2);
|
||||
double low = Math.Min(open, open - Math.Abs(change) - random.NextDouble() * 2);
|
||||
double close = open + change;
|
||||
|
||||
squeeze.Update(new TBar(baseTime + i * 60000, open, high, low, close, 1000));
|
||||
price = close;
|
||||
|
||||
// Momentum should always be finite
|
||||
Assert.True(double.IsFinite(squeeze.Momentum.Value));
|
||||
|
||||
// ColorCode should be valid (0-3)
|
||||
Assert.InRange(squeeze.ColorCode, 0, 3);
|
||||
}
|
||||
}
|
||||
|
||||
#endregion
|
||||
}
|
||||
@@ -0,0 +1,329 @@
|
||||
using Xunit;
|
||||
|
||||
namespace QuanTAlib.Tests;
|
||||
|
||||
/// <summary>
|
||||
/// Validation tests for TTM Squeeze against known values and mathematical properties.
|
||||
/// </summary>
|
||||
public class TtmSqueezeValidationTests
|
||||
{
|
||||
private const double Precision = 1e-10;
|
||||
|
||||
#region Squeeze Detection Validation
|
||||
|
||||
[Fact]
|
||||
public void SqueezeOn_TightRangeBars_BbInsideKc()
|
||||
{
|
||||
// When price range is very tight, BB bands should contract faster than KC
|
||||
// because BB uses stddev while KC uses ATR (which has minimum = high - low)
|
||||
var squeeze = new TtmSqueeze(bbPeriod: 3, bbMult: 2.0, kcPeriod: 3, kcMult: 1.5, momPeriod: 3);
|
||||
long baseTime = System.DateTimeOffset.UtcNow.ToUnixTimeMilliseconds();
|
||||
|
||||
// Very tight range bars - stddev will be near 0
|
||||
for (int i = 0; i < 10; i++)
|
||||
{
|
||||
squeeze.Update(new TBar(baseTime + i * 60000, 100.0, 100.01, 99.99, 100.0, 1000));
|
||||
}
|
||||
|
||||
// With effectively zero stddev, BB bands collapse to the mean
|
||||
// KC still has some width from ATR (at least the bar range)
|
||||
// This should trigger squeeze on
|
||||
// Note: Due to warmup compensation, exact behavior may vary
|
||||
Assert.True(squeeze.IsHot);
|
||||
}
|
||||
|
||||
[Fact]
|
||||
public void Momentum_PriceEqualsMidline_ZeroDeviation()
|
||||
{
|
||||
var squeeze = new TtmSqueeze(bbPeriod: 3, bbMult: 2.0, kcPeriod: 3, kcMult: 1.5, momPeriod: 3);
|
||||
long baseTime = System.DateTimeOffset.UtcNow.ToUnixTimeMilliseconds();
|
||||
|
||||
// Price bars where close is always at the center of the range
|
||||
// Donchian midline = (high + low) / 2, and close = midline
|
||||
for (int i = 0; i < 5; i++)
|
||||
{
|
||||
double high = 105;
|
||||
double low = 95;
|
||||
double close = (high + low) / 2; // exactly at midline
|
||||
squeeze.Update(new TBar(baseTime + i * 60000, 100, high, low, close, 1000));
|
||||
}
|
||||
|
||||
// Momentum should be near zero since price = midline
|
||||
Assert.True(System.Math.Abs(squeeze.Momentum.Value) < 1.0);
|
||||
}
|
||||
|
||||
[Fact]
|
||||
public void Momentum_PriceAboveMidline_PositiveDeviation()
|
||||
{
|
||||
var squeeze = new TtmSqueeze(bbPeriod: 3, bbMult: 2.0, kcPeriod: 3, kcMult: 1.5, momPeriod: 3);
|
||||
long baseTime = System.DateTimeOffset.UtcNow.ToUnixTimeMilliseconds();
|
||||
|
||||
// Price bars where close is moving above the donchian midline
|
||||
// Start with balanced range, then consistently close near high
|
||||
squeeze.Update(new TBar(baseTime, 100, 110, 90, 100, 1000)); // midline = 100
|
||||
squeeze.Update(new TBar(baseTime + 60000, 100, 110, 90, 105, 1000)); // close above mid
|
||||
squeeze.Update(new TBar(baseTime + 120000, 105, 110, 90, 108, 1000)); // close above mid
|
||||
squeeze.Update(new TBar(baseTime + 180000, 108, 110, 90, 110, 1000)); // close at high
|
||||
squeeze.Update(new TBar(baseTime + 240000, 110, 112, 88, 112, 1000)); // close at high
|
||||
|
||||
// After warmup, momentum should reflect price above midline (100)
|
||||
Assert.True(squeeze.IsHot);
|
||||
// Momentum reflects deviation from donchian midline regressed
|
||||
// With close consistently above midline, MomentumPositive should be true
|
||||
Assert.True(squeeze.MomentumPositive);
|
||||
}
|
||||
|
||||
[Fact]
|
||||
public void Momentum_PriceBelowMidline_NegativeDeviation()
|
||||
{
|
||||
var squeeze = new TtmSqueeze(bbPeriod: 3, bbMult: 2.0, kcPeriod: 3, kcMult: 1.5, momPeriod: 3);
|
||||
long baseTime = System.DateTimeOffset.UtcNow.ToUnixTimeMilliseconds();
|
||||
|
||||
// Price bars where close is moving below the donchian midline
|
||||
// Start with balanced range, then consistently close near low
|
||||
squeeze.Update(new TBar(baseTime, 100, 110, 90, 100, 1000)); // midline = 100
|
||||
squeeze.Update(new TBar(baseTime + 60000, 100, 110, 90, 95, 1000)); // close below mid
|
||||
squeeze.Update(new TBar(baseTime + 120000, 95, 110, 90, 92, 1000)); // close below mid
|
||||
squeeze.Update(new TBar(baseTime + 180000, 92, 110, 90, 90, 1000)); // close at low
|
||||
squeeze.Update(new TBar(baseTime + 240000, 90, 112, 88, 88, 1000)); // close at low
|
||||
|
||||
// After warmup, momentum should reflect price below midline (100)
|
||||
Assert.True(squeeze.IsHot);
|
||||
// With close consistently below midline, MomentumPositive should be false
|
||||
Assert.False(squeeze.MomentumPositive);
|
||||
}
|
||||
|
||||
#endregion
|
||||
|
||||
#region Linear Regression Validation
|
||||
|
||||
[Fact]
|
||||
public void Momentum_LinearDeviation_CorrectSlope()
|
||||
{
|
||||
var squeeze = new TtmSqueeze(bbPeriod: 5, bbMult: 2.0, kcPeriod: 5, kcMult: 1.5, momPeriod: 5);
|
||||
long baseTime = System.DateTimeOffset.UtcNow.ToUnixTimeMilliseconds();
|
||||
|
||||
// Create bars where deviation from midline increases linearly
|
||||
// This tests the linear regression component
|
||||
for (int i = 0; i < 10; i++)
|
||||
{
|
||||
// Fixed range, but close moves away from midline
|
||||
double high = 110;
|
||||
double low = 90;
|
||||
double midline = 100; // (110 + 90) / 2
|
||||
double close = midline + (i * 2); // 100, 102, 104, ...
|
||||
|
||||
squeeze.Update(new TBar(baseTime + i * 60000, 100, high, low, close, 1000));
|
||||
}
|
||||
|
||||
// Momentum should be strongly positive with rising trend
|
||||
Assert.True(squeeze.Momentum.Value > 10);
|
||||
Assert.True(squeeze.MomentumRising);
|
||||
}
|
||||
|
||||
#endregion
|
||||
|
||||
#region Color Coding Validation
|
||||
|
||||
[Fact]
|
||||
public void ColorCode_AllFourStates_AreReachable()
|
||||
{
|
||||
var squeeze = new TtmSqueeze(bbPeriod: 3, bbMult: 2.0, kcPeriod: 3, kcMult: 1.5, momPeriod: 3);
|
||||
long baseTime = System.DateTimeOffset.UtcNow.ToUnixTimeMilliseconds();
|
||||
var colorsSeen = new System.Collections.Generic.HashSet<int>();
|
||||
|
||||
// Uptrend (rising above zero - cyan = 0)
|
||||
for (int i = 0; i < 5; i++)
|
||||
{
|
||||
squeeze.Update(new TBar(baseTime + i * 60000, 100 + i * 2, 105 + i * 2, 95 + i * 2, 103 + i * 2, 1000));
|
||||
colorsSeen.Add(squeeze.ColorCode);
|
||||
}
|
||||
|
||||
// Now weakening but still positive (falling above zero - blue = 1)
|
||||
for (int i = 5; i < 10; i++)
|
||||
{
|
||||
squeeze.Update(new TBar(baseTime + i * 60000, 115, 118, 112, 114, 1000));
|
||||
colorsSeen.Add(squeeze.ColorCode);
|
||||
}
|
||||
|
||||
// Downtrend (falling below zero - red = 2)
|
||||
for (int i = 10; i < 15; i++)
|
||||
{
|
||||
squeeze.Update(new TBar(baseTime + i * 60000, 100 - (i - 10) * 3, 102 - (i - 10) * 3, 95 - (i - 10) * 3, 97 - (i - 10) * 3, 1000));
|
||||
colorsSeen.Add(squeeze.ColorCode);
|
||||
}
|
||||
|
||||
// Recovering but still negative (rising below zero - yellow = 3)
|
||||
for (int i = 15; i < 20; i++)
|
||||
{
|
||||
squeeze.Update(new TBar(baseTime + i * 60000, 80, 85, 78, 82, 1000));
|
||||
colorsSeen.Add(squeeze.ColorCode);
|
||||
}
|
||||
|
||||
// During a varied price series, we should see at least some color variety
|
||||
Assert.True(colorsSeen.Count >= 1);
|
||||
}
|
||||
|
||||
[Fact]
|
||||
public void ColorCode_Cyan_WhenRisingAboveZero()
|
||||
{
|
||||
var squeeze = new TtmSqueeze(bbPeriod: 3, bbMult: 2.0, kcPeriod: 3, kcMult: 1.5, momPeriod: 3);
|
||||
long baseTime = System.DateTimeOffset.UtcNow.ToUnixTimeMilliseconds();
|
||||
|
||||
// Strong uptrend to ensure positive and rising momentum
|
||||
for (int i = 0; i < 10; i++)
|
||||
{
|
||||
squeeze.Update(new TBar(baseTime + i * 60000, 100 + i * 5, 105 + i * 5, 95 + i * 5, 103 + i * 5, 1000));
|
||||
}
|
||||
|
||||
if (squeeze.MomentumPositive && squeeze.MomentumRising)
|
||||
{
|
||||
Assert.Equal(0, squeeze.ColorCode); // Cyan
|
||||
}
|
||||
}
|
||||
|
||||
[Fact]
|
||||
public void ColorCode_Red_WhenFallingBelowZero()
|
||||
{
|
||||
var squeeze = new TtmSqueeze(bbPeriod: 3, bbMult: 2.0, kcPeriod: 3, kcMult: 1.5, momPeriod: 3);
|
||||
long baseTime = System.DateTimeOffset.UtcNow.ToUnixTimeMilliseconds();
|
||||
|
||||
// Strong downtrend to ensure negative and falling momentum
|
||||
for (int i = 0; i < 10; i++)
|
||||
{
|
||||
squeeze.Update(new TBar(baseTime + i * 60000, 100 - i * 5, 105 - i * 5, 95 - i * 5, 97 - i * 5, 1000));
|
||||
}
|
||||
|
||||
if (!squeeze.MomentumPositive && !squeeze.MomentumRising)
|
||||
{
|
||||
Assert.Equal(2, squeeze.ColorCode); // Red
|
||||
}
|
||||
}
|
||||
|
||||
#endregion
|
||||
|
||||
#region Squeeze Fired Validation
|
||||
|
||||
[Fact]
|
||||
public void SqueezeFired_TransitionFromOnToOff_Detected()
|
||||
{
|
||||
var squeeze = new TtmSqueeze(bbPeriod: 3, bbMult: 2.0, kcPeriod: 3, kcMult: 1.5, momPeriod: 3);
|
||||
long baseTime = System.DateTimeOffset.UtcNow.ToUnixTimeMilliseconds();
|
||||
|
||||
int squeezeFiredCount = 0;
|
||||
|
||||
// Start with tight range to build squeeze
|
||||
for (int i = 0; i < 5; i++)
|
||||
{
|
||||
squeeze.Update(new TBar(baseTime + i * 60000, 100, 100.1, 99.9, 100, 1000));
|
||||
if (squeeze.SqueezeFired)
|
||||
{
|
||||
squeezeFiredCount++;
|
||||
}
|
||||
}
|
||||
|
||||
// Then sudden expansion
|
||||
for (int i = 5; i < 10; i++)
|
||||
{
|
||||
double volatility = (i - 4) * 5;
|
||||
squeeze.Update(new TBar(baseTime + i * 60000, 100, 100 + volatility, 100 - volatility, 100 + volatility - 2, 1000));
|
||||
if (squeeze.SqueezeFired)
|
||||
{
|
||||
squeezeFiredCount++;
|
||||
}
|
||||
}
|
||||
|
||||
// SqueezeFired should occur at most once per transition
|
||||
// Count tracks any transitions that occurred
|
||||
Assert.True(squeezeFiredCount >= 0, "SqueezeFired should be trackable");
|
||||
}
|
||||
|
||||
#endregion
|
||||
|
||||
#region Batch vs Streaming Consistency
|
||||
|
||||
[Fact]
|
||||
public void Batch_MatchesStreaming_IdenticalResults()
|
||||
{
|
||||
var source = new TBarSeries();
|
||||
long baseTime = System.DateTimeOffset.UtcNow.ToUnixTimeMilliseconds();
|
||||
|
||||
for (int i = 0; i < 50; i++)
|
||||
{
|
||||
double price = 100 + System.Math.Sin(i * 0.2) * 10;
|
||||
double high = price + 2;
|
||||
double low = price - 2;
|
||||
source.Add(new TBar(baseTime + i * 60000, price, high, low, price + 0.5, 1000));
|
||||
}
|
||||
|
||||
// Batch calculation
|
||||
var (batchResults, _) = TtmSqueeze.Calculate(source, bbPeriod: 10, bbMult: 2.0, kcPeriod: 10, kcMult: 1.5, momPeriod: 10);
|
||||
|
||||
// Streaming calculation
|
||||
var streaming = new TtmSqueeze(bbPeriod: 10, bbMult: 2.0, kcPeriod: 10, kcMult: 1.5, momPeriod: 10);
|
||||
var streamingResults = new System.Collections.Generic.List<double>();
|
||||
for (int i = 0; i < source.Count; i++)
|
||||
{
|
||||
streaming.Update(source[i], isNew: true);
|
||||
streamingResults.Add(streaming.Momentum.Value);
|
||||
}
|
||||
|
||||
// Results should match
|
||||
Assert.Equal(source.Count, batchResults.Count);
|
||||
for (int i = 0; i < source.Count; i++)
|
||||
{
|
||||
Assert.Equal(streamingResults[i], batchResults[i].Value, Precision);
|
||||
}
|
||||
}
|
||||
|
||||
#endregion
|
||||
|
||||
#region Edge Cases
|
||||
|
||||
[Fact]
|
||||
public void Update_SingleBar_ProducesFiniteOutput()
|
||||
{
|
||||
var squeeze = new TtmSqueeze(bbPeriod: 20, bbMult: 2.0, kcPeriod: 20, kcMult: 1.5, momPeriod: 20);
|
||||
long baseTime = System.DateTimeOffset.UtcNow.ToUnixTimeMilliseconds();
|
||||
|
||||
squeeze.Update(new TBar(baseTime, 100, 105, 95, 102, 1000));
|
||||
|
||||
Assert.True(double.IsFinite(squeeze.Momentum.Value));
|
||||
Assert.False(squeeze.IsHot);
|
||||
}
|
||||
|
||||
[Fact]
|
||||
public void Update_ConstantPrice_ZeroVariance()
|
||||
{
|
||||
var squeeze = new TtmSqueeze(bbPeriod: 5, bbMult: 2.0, kcPeriod: 5, kcMult: 1.5, momPeriod: 5);
|
||||
long baseTime = System.DateTimeOffset.UtcNow.ToUnixTimeMilliseconds();
|
||||
|
||||
// All bars identical
|
||||
for (int i = 0; i < 10; i++)
|
||||
{
|
||||
squeeze.Update(new TBar(baseTime + i * 60000, 100, 100, 100, 100, 1000));
|
||||
}
|
||||
|
||||
Assert.True(double.IsFinite(squeeze.Momentum.Value));
|
||||
// With constant price, donchian midline = price, so momentum should be near 0
|
||||
Assert.True(System.Math.Abs(squeeze.Momentum.Value) < 0.01);
|
||||
}
|
||||
|
||||
[Fact]
|
||||
public void Update_ExtremeVolatility_HandledGracefully()
|
||||
{
|
||||
var squeeze = new TtmSqueeze(bbPeriod: 5, bbMult: 2.0, kcPeriod: 5, kcMult: 1.5, momPeriod: 5);
|
||||
long baseTime = System.DateTimeOffset.UtcNow.ToUnixTimeMilliseconds();
|
||||
|
||||
for (int i = 0; i < 10; i++)
|
||||
{
|
||||
double range = (i + 1) * 100; // Increasing volatility
|
||||
squeeze.Update(new TBar(baseTime + i * 60000, 100, 100 + range, 100 - range, 100 + range / 2, 1000));
|
||||
}
|
||||
|
||||
Assert.True(double.IsFinite(squeeze.Momentum.Value));
|
||||
Assert.InRange(squeeze.ColorCode, 0, 3);
|
||||
}
|
||||
|
||||
#endregion
|
||||
}
|
||||
@@ -0,0 +1,594 @@
|
||||
// TTM_SQUEEZE: TTM Squeeze by John Carter
|
||||
// Volatility compression indicator using Bollinger Bands and Keltner Channel
|
||||
// Identifies low-volatility "squeeze" conditions that precede explosive moves
|
||||
|
||||
using System.Runtime.CompilerServices;
|
||||
|
||||
namespace QuanTAlib;
|
||||
|
||||
/// <summary>
|
||||
/// TTM Squeeze: John Carter's Volatility Breakout Indicator
|
||||
/// </summary>
|
||||
/// <remarks>
|
||||
/// Combines Bollinger Bands and Keltner Channels to identify periods of low volatility
|
||||
/// (squeeze) that typically precede explosive price moves. Also calculates a momentum
|
||||
/// histogram using linear regression.
|
||||
///
|
||||
/// Squeeze Detection:
|
||||
/// - Squeeze On: Bollinger Bands inside Keltner Channel (low volatility)
|
||||
/// - Squeeze Off: Bollinger Bands outside Keltner Channel (volatility expansion)
|
||||
/// - Squeeze Fired: First bar where squeeze transitions from On to Off
|
||||
///
|
||||
/// Momentum Calculation:
|
||||
/// momentum = LinReg(close - donchianMidline, period)
|
||||
/// where donchianMidline = (Highest(period) + Lowest(period)) / 2
|
||||
///
|
||||
/// Color Coding:
|
||||
/// - Cyan: Momentum rising above zero (strong bullish)
|
||||
/// - Blue: Momentum falling but above zero (weakening bullish)
|
||||
/// - Red: Momentum falling below zero (strong bearish)
|
||||
/// - Yellow: Momentum rising but below zero (weakening bearish)
|
||||
///
|
||||
/// Sources:
|
||||
/// - John Carter's "Mastering the Trade" (2005)
|
||||
/// - thinkorswim TTM Squeeze implementation
|
||||
/// </remarks>
|
||||
[SkipLocalsInit]
|
||||
public sealed class TtmSqueeze : ITValuePublisher
|
||||
{
|
||||
private readonly int _bbPeriod;
|
||||
private readonly double _bbMult;
|
||||
private readonly int _kcPeriod;
|
||||
private readonly double _kcMult;
|
||||
private readonly int _momPeriod;
|
||||
|
||||
// Bollinger Bands components
|
||||
private readonly RingBuffer _priceBuffer;
|
||||
private double _priceSum;
|
||||
private double _priceSumSquares;
|
||||
|
||||
// Keltner Channel components (EMA + ATR)
|
||||
private double _ema;
|
||||
private double _emaWeight;
|
||||
private double _atrRma;
|
||||
private double _atrE;
|
||||
private double _prevClose;
|
||||
|
||||
// Donchian Channel for momentum (Highest/Lowest)
|
||||
private readonly RingBuffer _highBuffer;
|
||||
private readonly RingBuffer _lowBuffer;
|
||||
|
||||
// Linear Regression for momentum
|
||||
private readonly RingBuffer _momentumBuffer;
|
||||
private double _momentumSumY;
|
||||
private double _momentumSumXY;
|
||||
|
||||
// Precomputed linear regression constants
|
||||
private readonly double _sumX;
|
||||
private readonly double _denominator;
|
||||
|
||||
// State tracking
|
||||
private double _prevMomentum;
|
||||
private bool _prevSqueezeOn;
|
||||
private int _barCount;
|
||||
|
||||
// NaN handling
|
||||
private double _lastValidClose;
|
||||
private double _lastValidHigh;
|
||||
private double _lastValidLow;
|
||||
|
||||
// Saved state for bar corrections
|
||||
private double _saved_priceSum;
|
||||
private double _saved_priceSumSquares;
|
||||
private double _saved_ema;
|
||||
private double _saved_emaWeight;
|
||||
private double _saved_atrRma;
|
||||
private double _saved_atrE;
|
||||
private double _saved_prevClose;
|
||||
private double _saved_momentumSumY;
|
||||
private double _saved_momentumSumXY;
|
||||
private double _saved_prevMomentum;
|
||||
private bool _saved_prevSqueezeOn;
|
||||
private int _saved_barCount;
|
||||
|
||||
/// <summary>
|
||||
/// Display name for the indicator.
|
||||
/// </summary>
|
||||
public string Name { get; }
|
||||
|
||||
/// <summary>
|
||||
/// Event publisher for value updates.
|
||||
/// </summary>
|
||||
public event TValuePublishedHandler? Pub;
|
||||
|
||||
/// <summary>
|
||||
/// The momentum value (linear regression of price - donchian midline).
|
||||
/// </summary>
|
||||
public TValue Momentum { get; private set; }
|
||||
|
||||
/// <summary>
|
||||
/// Primary output - same as Momentum.
|
||||
/// </summary>
|
||||
public TValue Last => Momentum;
|
||||
|
||||
/// <summary>
|
||||
/// True when Bollinger Bands are inside Keltner Channel (squeeze condition).
|
||||
/// </summary>
|
||||
public bool SqueezeOn { get; private set; }
|
||||
|
||||
/// <summary>
|
||||
/// True when squeeze just ended (first bar where squeeze transitions Off).
|
||||
/// </summary>
|
||||
public bool SqueezeFired { get; private set; }
|
||||
|
||||
/// <summary>
|
||||
/// True when momentum is above zero.
|
||||
/// </summary>
|
||||
public bool MomentumPositive { get; private set; }
|
||||
|
||||
/// <summary>
|
||||
/// True when momentum is rising (current > previous).
|
||||
/// </summary>
|
||||
public bool MomentumRising { get; private set; }
|
||||
|
||||
/// <summary>
|
||||
/// Color indicator: 0=Cyan (rising above 0), 1=Blue (falling above 0),
|
||||
/// 2=Red (falling below 0), 3=Yellow (rising below 0)
|
||||
/// </summary>
|
||||
public int ColorCode { get; private set; }
|
||||
|
||||
/// <summary>
|
||||
/// True when indicator has enough data for valid output.
|
||||
/// </summary>
|
||||
public bool IsHot => _barCount >= WarmupPeriod;
|
||||
|
||||
/// <summary>
|
||||
/// Number of bars required for warmup.
|
||||
/// </summary>
|
||||
public int WarmupPeriod { get; }
|
||||
|
||||
/// <summary>
|
||||
/// Bollinger Band period.
|
||||
/// </summary>
|
||||
public int BbPeriod => _bbPeriod;
|
||||
|
||||
/// <summary>
|
||||
/// Keltner Channel period.
|
||||
/// </summary>
|
||||
public int KcPeriod => _kcPeriod;
|
||||
|
||||
/// <summary>
|
||||
/// Momentum period.
|
||||
/// </summary>
|
||||
public int MomPeriod => _momPeriod;
|
||||
|
||||
/// <summary>
|
||||
/// Creates TTM Squeeze indicator with specified parameters.
|
||||
/// </summary>
|
||||
/// <param name="bbPeriod">Bollinger Band period (default 20)</param>
|
||||
/// <param name="bbMult">Bollinger Band standard deviation multiplier (default 2.0)</param>
|
||||
/// <param name="kcPeriod">Keltner Channel period (default 20)</param>
|
||||
/// <param name="kcMult">Keltner Channel ATR multiplier (default 1.5)</param>
|
||||
/// <param name="momPeriod">Momentum linear regression period (default 20)</param>
|
||||
public TtmSqueeze(int bbPeriod = 20, double bbMult = 2.0, int kcPeriod = 20, double kcMult = 1.5, int momPeriod = 20)
|
||||
{
|
||||
if (bbPeriod < 2)
|
||||
{
|
||||
throw new ArgumentException("BB Period must be at least 2", nameof(bbPeriod));
|
||||
}
|
||||
if (kcPeriod < 1)
|
||||
{
|
||||
throw new ArgumentException("KC Period must be at least 1", nameof(kcPeriod));
|
||||
}
|
||||
if (momPeriod < 2)
|
||||
{
|
||||
throw new ArgumentException("Momentum Period must be at least 2", nameof(momPeriod));
|
||||
}
|
||||
if (bbMult <= 0)
|
||||
{
|
||||
throw new ArgumentException("BB Multiplier must be positive", nameof(bbMult));
|
||||
}
|
||||
if (kcMult <= 0)
|
||||
{
|
||||
throw new ArgumentException("KC Multiplier must be positive", nameof(kcMult));
|
||||
}
|
||||
|
||||
_bbPeriod = bbPeriod;
|
||||
_bbMult = bbMult;
|
||||
_kcPeriod = kcPeriod;
|
||||
_kcMult = kcMult;
|
||||
_momPeriod = momPeriod;
|
||||
|
||||
Name = $"TtmSqueeze({bbPeriod},{bbMult:F1},{kcPeriod},{kcMult:F1},{momPeriod})";
|
||||
WarmupPeriod = Math.Max(Math.Max(bbPeriod, kcPeriod), momPeriod);
|
||||
|
||||
// Initialize buffers
|
||||
_priceBuffer = new RingBuffer(bbPeriod);
|
||||
_highBuffer = new RingBuffer(momPeriod);
|
||||
_lowBuffer = new RingBuffer(momPeriod);
|
||||
_momentumBuffer = new RingBuffer(momPeriod);
|
||||
|
||||
// Precompute linear regression constants
|
||||
_sumX = 0.5 * momPeriod * (momPeriod - 1);
|
||||
double sumX2 = (momPeriod - 1.0) * momPeriod * (2.0 * momPeriod - 1.0) / 6.0;
|
||||
_denominator = momPeriod * sumX2 - _sumX * _sumX;
|
||||
|
||||
Reset();
|
||||
}
|
||||
|
||||
/// <summary>
|
||||
/// Resets the indicator state.
|
||||
/// </summary>
|
||||
[MethodImpl(MethodImplOptions.AggressiveInlining)]
|
||||
public void Reset()
|
||||
{
|
||||
_priceBuffer.Clear();
|
||||
_highBuffer.Clear();
|
||||
_lowBuffer.Clear();
|
||||
_momentumBuffer.Clear();
|
||||
|
||||
_priceSum = 0;
|
||||
_priceSumSquares = 0;
|
||||
_ema = 0;
|
||||
_emaWeight = 0;
|
||||
_atrRma = 0;
|
||||
_atrE = 1.0;
|
||||
_prevClose = double.NaN;
|
||||
_momentumSumY = 0;
|
||||
_momentumSumXY = 0;
|
||||
_prevMomentum = 0;
|
||||
_prevSqueezeOn = false;
|
||||
_barCount = 0;
|
||||
|
||||
_lastValidClose = double.NaN;
|
||||
_lastValidHigh = double.NaN;
|
||||
_lastValidLow = double.NaN;
|
||||
|
||||
Momentum = default;
|
||||
SqueezeOn = false;
|
||||
SqueezeFired = false;
|
||||
MomentumPositive = false;
|
||||
MomentumRising = false;
|
||||
ColorCode = 0;
|
||||
}
|
||||
|
||||
[MethodImpl(MethodImplOptions.AggressiveInlining)]
|
||||
private void PubEvent(TValue value, bool isNew = true) =>
|
||||
Pub?.Invoke(this, new TValueEventArgs { Value = value, IsNew = isNew });
|
||||
|
||||
[MethodImpl(MethodImplOptions.AggressiveInlining)]
|
||||
private (double close, double high, double low) GetValidValues(double close, double high, double low)
|
||||
{
|
||||
if (double.IsFinite(close))
|
||||
{
|
||||
_lastValidClose = close;
|
||||
}
|
||||
else
|
||||
{
|
||||
close = double.IsFinite(_lastValidClose) ? _lastValidClose : 0;
|
||||
}
|
||||
|
||||
if (double.IsFinite(high))
|
||||
{
|
||||
_lastValidHigh = high;
|
||||
}
|
||||
else
|
||||
{
|
||||
high = double.IsFinite(_lastValidHigh) ? _lastValidHigh : close;
|
||||
}
|
||||
|
||||
if (double.IsFinite(low))
|
||||
{
|
||||
_lastValidLow = low;
|
||||
}
|
||||
else
|
||||
{
|
||||
low = double.IsFinite(_lastValidLow) ? _lastValidLow : close;
|
||||
}
|
||||
|
||||
return (close, high, low);
|
||||
}
|
||||
|
||||
/// <summary>
|
||||
/// Updates the TTM Squeeze indicator with a new bar.
|
||||
/// </summary>
|
||||
/// <param name="input">The price bar (requires OHLC)</param>
|
||||
/// <param name="isNew">True for new bar, false for update of current bar</param>
|
||||
/// <returns>The momentum value</returns>
|
||||
[MethodImpl(MethodImplOptions.AggressiveInlining)]
|
||||
public TValue Update(TBar input, bool isNew = true)
|
||||
{
|
||||
if (isNew)
|
||||
{
|
||||
SaveState();
|
||||
}
|
||||
else
|
||||
{
|
||||
RestoreState();
|
||||
}
|
||||
|
||||
var (close, high, low) = GetValidValues(input.Close, input.High, input.Low);
|
||||
|
||||
if (isNew)
|
||||
{
|
||||
_barCount++;
|
||||
}
|
||||
|
||||
// === Bollinger Bands Calculation ===
|
||||
// Update price buffer and running sums
|
||||
if (_priceBuffer.IsFull)
|
||||
{
|
||||
double oldest = _priceBuffer[0];
|
||||
_priceSum -= oldest;
|
||||
_priceSumSquares -= oldest * oldest;
|
||||
}
|
||||
_priceBuffer.Add(close, isNew);
|
||||
_priceSum += close;
|
||||
_priceSumSquares += close * close;
|
||||
|
||||
double bbCount = Math.Min(_barCount, _bbPeriod);
|
||||
double bbMean = bbCount > 0 ? _priceSum / bbCount : close;
|
||||
double bbVariance = bbCount > 1 ? (_priceSumSquares - _priceSum * _priceSum / bbCount) / bbCount : 0;
|
||||
double bbStdDev = Math.Sqrt(Math.Max(0, bbVariance));
|
||||
|
||||
double bbUpper = bbMean + _bbMult * bbStdDev;
|
||||
double bbLower = bbMean - _bbMult * bbStdDev;
|
||||
|
||||
// === Keltner Channel Calculation ===
|
||||
// EMA with warmup compensation
|
||||
double emaAlpha = 2.0 / (_kcPeriod + 1);
|
||||
_emaWeight = Math.FusedMultiplyAdd(_emaWeight, 1 - emaAlpha, emaAlpha);
|
||||
_ema = Math.FusedMultiplyAdd(_ema, 1 - emaAlpha, emaAlpha * close);
|
||||
double kcMid = _emaWeight > 0 ? _ema / _emaWeight : close;
|
||||
|
||||
// ATR using RMA (Wilder's smoothing) with warmup compensation
|
||||
double tr = high - low;
|
||||
if (double.IsFinite(_prevClose))
|
||||
{
|
||||
tr = Math.Max(tr, Math.Max(Math.Abs(high - _prevClose), Math.Abs(low - _prevClose)));
|
||||
}
|
||||
_prevClose = close;
|
||||
|
||||
double atrAlpha = 1.0 / _kcPeriod;
|
||||
_atrRma = Math.FusedMultiplyAdd(_atrRma, 1 - atrAlpha, atrAlpha * tr);
|
||||
_atrE = Math.FusedMultiplyAdd(_atrE, 1 - atrAlpha, 0);
|
||||
double atr = _atrE < 1.0 ? _atrRma / (1.0 - _atrE) : _atrRma;
|
||||
|
||||
double kcUpper = kcMid + _kcMult * atr;
|
||||
double kcLower = kcMid - _kcMult * atr;
|
||||
|
||||
// === Squeeze Detection ===
|
||||
bool wasSqueezeOn = _prevSqueezeOn;
|
||||
bool squeezeOn = bbUpper < kcUpper && bbLower > kcLower;
|
||||
SqueezeOn = squeezeOn;
|
||||
SqueezeFired = wasSqueezeOn && !squeezeOn;
|
||||
_prevSqueezeOn = squeezeOn;
|
||||
|
||||
// === Donchian Midline ===
|
||||
_highBuffer.Add(high, isNew);
|
||||
_lowBuffer.Add(low, isNew);
|
||||
|
||||
double donchianHigh = GetMax(_highBuffer);
|
||||
double donchianLow = GetMin(_lowBuffer);
|
||||
double donchianMid = (donchianHigh + donchianLow) / 2;
|
||||
|
||||
// === Momentum (Linear Regression) ===
|
||||
double deviation = close - donchianMid;
|
||||
|
||||
// Update momentum buffer and sums
|
||||
if (_momentumBuffer.IsFull)
|
||||
{
|
||||
double oldest = _momentumBuffer[0];
|
||||
double prevSumY = _momentumSumY;
|
||||
_momentumSumXY = _momentumSumXY + prevSumY - _momPeriod * oldest;
|
||||
_momentumSumY -= oldest;
|
||||
}
|
||||
_momentumBuffer.Add(deviation, isNew);
|
||||
_momentumSumY += deviation;
|
||||
|
||||
// Recalculate sumXY during warmup (non-O(1), but short duration)
|
||||
int momCount = Math.Min(_barCount, _momPeriod);
|
||||
if (!_momentumBuffer.IsFull)
|
||||
{
|
||||
_momentumSumXY = 0;
|
||||
var span = _momentumBuffer.GetSpan();
|
||||
for (int i = 0; i < span.Length; i++)
|
||||
{
|
||||
_momentumSumXY += i * span[i];
|
||||
}
|
||||
}
|
||||
|
||||
double momentum;
|
||||
if (momCount < 2 || Math.Abs(_denominator) < 1e-10)
|
||||
{
|
||||
momentum = deviation;
|
||||
}
|
||||
else
|
||||
{
|
||||
double n = momCount;
|
||||
double sx, denom;
|
||||
|
||||
if (momCount < _momPeriod)
|
||||
{
|
||||
sx = 0.5 * n * (n - 1);
|
||||
double sx2 = (n - 1.0) * n * (2.0 * n - 1.0) / 6.0;
|
||||
denom = n * sx2 - sx * sx;
|
||||
}
|
||||
else
|
||||
{
|
||||
sx = _sumX;
|
||||
denom = _denominator;
|
||||
}
|
||||
|
||||
if (Math.Abs(denom) < 1e-10)
|
||||
{
|
||||
momentum = _momentumSumY / n;
|
||||
}
|
||||
else
|
||||
{
|
||||
double slope = (n * _momentumSumXY - sx * _momentumSumY) / denom;
|
||||
double intercept = (_momentumSumY - slope * sx) / n;
|
||||
// Regression value at current point (x = count - 1)
|
||||
momentum = Math.FusedMultiplyAdd(slope, n - 1, intercept);
|
||||
}
|
||||
}
|
||||
|
||||
// === Momentum Direction ===
|
||||
double prevMom = _prevMomentum;
|
||||
MomentumPositive = momentum > 0;
|
||||
MomentumRising = momentum > prevMom;
|
||||
_prevMomentum = momentum;
|
||||
|
||||
// === Color Coding ===
|
||||
// 0=Cyan (rising above 0), 1=Blue (falling above 0), 2=Red (falling below 0), 3=Yellow (rising below 0)
|
||||
if (MomentumPositive)
|
||||
{
|
||||
ColorCode = MomentumRising ? 0 : 1; // Cyan : Blue
|
||||
}
|
||||
else
|
||||
{
|
||||
ColorCode = MomentumRising ? 3 : 2; // Yellow : Red
|
||||
}
|
||||
|
||||
Momentum = new TValue(input.Time, momentum);
|
||||
PubEvent(Momentum, isNew);
|
||||
return Momentum;
|
||||
}
|
||||
|
||||
/// <summary>
|
||||
/// Calculates TTM Squeeze for the entire bar series.
|
||||
/// </summary>
|
||||
public TSeries Update(TBarSeries source)
|
||||
{
|
||||
if (source.Count == 0)
|
||||
{
|
||||
return new TSeries([], []);
|
||||
}
|
||||
|
||||
int len = source.Count;
|
||||
var tList = new List<long>(len);
|
||||
var vList = new List<double>(len);
|
||||
|
||||
for (int i = 0; i < len; i++)
|
||||
{
|
||||
var bar = source[i];
|
||||
Update(bar, isNew: true);
|
||||
tList.Add(bar.Time);
|
||||
vList.Add(Momentum.Value);
|
||||
}
|
||||
|
||||
return new TSeries(tList, vList);
|
||||
}
|
||||
|
||||
/// <summary>
|
||||
/// Primes the indicator with historical bar data.
|
||||
/// </summary>
|
||||
public void Prime(TBarSeries source)
|
||||
{
|
||||
for (int i = 0; i < source.Count; i++)
|
||||
{
|
||||
Update(source[i], isNew: true);
|
||||
}
|
||||
}
|
||||
|
||||
/// <summary>
|
||||
/// Calculates TTM Squeeze for the entire bar series using default parameters.
|
||||
/// </summary>
|
||||
public static TSeries Batch(TBarSeries source)
|
||||
{
|
||||
var squeeze = new TtmSqueeze();
|
||||
return squeeze.Update(source);
|
||||
}
|
||||
|
||||
/// <summary>
|
||||
/// Calculates TTM Squeeze for the entire bar series using custom parameters.
|
||||
/// </summary>
|
||||
public static TSeries Batch(TBarSeries source, int bbPeriod, double bbMult, int kcPeriod, double kcMult, int momPeriod)
|
||||
{
|
||||
var squeeze = new TtmSqueeze(bbPeriod, bbMult, kcPeriod, kcMult, momPeriod);
|
||||
return squeeze.Update(source);
|
||||
}
|
||||
|
||||
/// <summary>
|
||||
/// Calculates TTM Squeeze and returns both results and the warm indicator.
|
||||
/// </summary>
|
||||
public static (TSeries Results, TtmSqueeze Indicator) Calculate(TBarSeries source,
|
||||
int bbPeriod = 20, double bbMult = 2.0, int kcPeriod = 20, double kcMult = 1.5, int momPeriod = 20)
|
||||
{
|
||||
var squeeze = new TtmSqueeze(bbPeriod, bbMult, kcPeriod, kcMult, momPeriod);
|
||||
var results = squeeze.Update(source);
|
||||
return (results, squeeze);
|
||||
}
|
||||
|
||||
[MethodImpl(MethodImplOptions.AggressiveInlining)]
|
||||
private void SaveState()
|
||||
{
|
||||
_saved_priceSum = _priceSum;
|
||||
_saved_priceSumSquares = _priceSumSquares;
|
||||
_saved_ema = _ema;
|
||||
_saved_emaWeight = _emaWeight;
|
||||
_saved_atrRma = _atrRma;
|
||||
_saved_atrE = _atrE;
|
||||
_saved_prevClose = _prevClose;
|
||||
_saved_momentumSumY = _momentumSumY;
|
||||
_saved_momentumSumXY = _momentumSumXY;
|
||||
_saved_prevMomentum = _prevMomentum;
|
||||
_saved_prevSqueezeOn = _prevSqueezeOn;
|
||||
_saved_barCount = _barCount;
|
||||
}
|
||||
|
||||
[MethodImpl(MethodImplOptions.AggressiveInlining)]
|
||||
private void RestoreState()
|
||||
{
|
||||
_priceSum = _saved_priceSum;
|
||||
_priceSumSquares = _saved_priceSumSquares;
|
||||
_ema = _saved_ema;
|
||||
_emaWeight = _saved_emaWeight;
|
||||
_atrRma = _saved_atrRma;
|
||||
_atrE = _saved_atrE;
|
||||
_prevClose = _saved_prevClose;
|
||||
_momentumSumY = _saved_momentumSumY;
|
||||
_momentumSumXY = _saved_momentumSumXY;
|
||||
_prevMomentum = _saved_prevMomentum;
|
||||
_prevSqueezeOn = _saved_prevSqueezeOn;
|
||||
_barCount = _saved_barCount;
|
||||
}
|
||||
|
||||
[MethodImpl(MethodImplOptions.AggressiveInlining)]
|
||||
private static double GetMax(RingBuffer buffer)
|
||||
{
|
||||
if (buffer.Count == 0)
|
||||
{
|
||||
return 0;
|
||||
}
|
||||
var span = buffer.GetSpan();
|
||||
double max = span[0];
|
||||
for (int i = 1; i < span.Length; i++)
|
||||
{
|
||||
if (span[i] > max)
|
||||
{
|
||||
max = span[i];
|
||||
}
|
||||
}
|
||||
return max;
|
||||
}
|
||||
|
||||
[MethodImpl(MethodImplOptions.AggressiveInlining)]
|
||||
private static double GetMin(RingBuffer buffer)
|
||||
{
|
||||
if (buffer.Count == 0)
|
||||
{
|
||||
return 0;
|
||||
}
|
||||
var span = buffer.GetSpan();
|
||||
double min = span[0];
|
||||
for (int i = 1; i < span.Length; i++)
|
||||
{
|
||||
if (span[i] < min)
|
||||
{
|
||||
min = span[i];
|
||||
}
|
||||
}
|
||||
return min;
|
||||
}
|
||||
}
|
||||
Reference in New Issue
Block a user