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Add Stochastic Oscillator implementation and validation tests
- Implemented Stochastic Oscillator (%K and %D) in Stoch.cs with streaming and batch processing capabilities. - Added validation tests for the Stochastic Oscillator in Stoch.Validation.Tests.cs, ensuring consistency with Skender.Stock.Indicators. - Created documentation for the Stochastic Oscillator in Stoch.md, detailing its mathematical formula, architecture, parameters, and common pitfalls. - Updated project file to include necessary numeric libraries for highest and lowest calculations.
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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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[SkipLocalsInit]
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public sealed class SmiIndicator : Indicator, IWatchlistIndicator
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{
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[InputParameter("K Period", sortIndex: 1, 1, 500, 1, 0)]
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public int KPeriod { get; set; } = 10;
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[InputParameter("K Smooth", sortIndex: 2, 1, 100, 1, 0)]
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public int KSmooth { get; set; } = 3;
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[InputParameter("D Smooth", sortIndex: 3, 1, 100, 1, 0)]
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public int DSmooth { get; set; } = 3;
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[InputParameter("Use Blau method", sortIndex: 4)]
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public bool Blau { get; set; } = true;
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[InputParameter("Show cold values", sortIndex: 21)]
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public bool ShowColdValues { get; set; } = true;
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private Smi _smi = null!;
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private readonly LineSeries _kSeries;
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private readonly LineSeries _dSeries;
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public static int MinHistoryDepths => 0;
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int IWatchlistIndicator.MinHistoryDepths => MinHistoryDepths;
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public override string ShortName => $"SMI {KPeriod},{KSmooth},{DSmooth}";
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public override string SourceCodeLink => "https://github.com/mihakralj/QuanTAlib/blob/main/lib/oscillators/smi/Smi.Quantower.cs";
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public SmiIndicator()
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{
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OnBackGround = true;
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SeparateWindow = true;
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Name = "SMI";
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Description = "Stochastic Momentum Index with K and D lines";
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_kSeries = new LineSeries(name: "K", color: Color.Blue, width: 2, style: LineStyle.Solid);
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_dSeries = new LineSeries(name: "D", color: Color.Red, width: 2, style: LineStyle.Solid);
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AddLineSeries(_kSeries);
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AddLineSeries(_dSeries);
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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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_smi = new Smi(KPeriod, KSmooth, DSmooth, Blau);
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base.OnInit();
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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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_smi.Update(this.GetInputBar(args), args.IsNewBar());
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_kSeries.SetValue(_smi.K.Value, _smi.IsHot, ShowColdValues);
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_dSeries.SetValue(_smi.D.Value, _smi.IsHot, ShowColdValues);
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}
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}
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