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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 StochIndicator : Indicator, IWatchlistIndicator
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{
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[InputParameter("K Length", sortIndex: 1, 1, 500, 1, 0)]
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public int KLength { get; set; } = 14;
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[InputParameter("D Period", sortIndex: 2, 1, 50, 1, 0)]
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public int DPeriod { get; set; } = 3;
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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 Stoch _stoch = 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 => $"STOCH {KLength},{DPeriod}";
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public override string SourceCodeLink => "https://github.com/mihakralj/QuanTAlib/blob/main/lib/oscillators/stoch/Stoch.cs";
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public StochIndicator()
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{
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OnBackGround = true;
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SeparateWindow = true;
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Name = "STOCH";
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Description = "Stochastic Oscillator with %K and %D lines";
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_kSeries = new LineSeries(name: "K", color: Color.Green, 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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_stoch = new Stoch(KLength, DPeriod);
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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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_ = _stoch.Update(this.GetInputBar(args), args.IsNewBar());
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_kSeries.SetValue(_stoch.K.Value, _stoch.IsHot, ShowColdValues);
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_dSeries.SetValue(_stoch.D.Value, _stoch.IsHot, ShowColdValues);
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}
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}
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