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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 AcIndicator : Indicator, IWatchlistIndicator
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{
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[InputParameter("Fast Period", sortIndex: 1, 1, 1000, 1, 0)]
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public int FastPeriod { get; set; } = 5;
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[InputParameter("Slow Period", sortIndex: 2, 1, 1000, 1, 0)]
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public int SlowPeriod { get; set; } = 34;
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[InputParameter("AC Period", sortIndex: 3, 1, 1000, 1, 0)]
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public int AcPeriod { get; set; } = 5;
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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 Ac _ac = null!;
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private readonly LineSeries _upSeries;
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private readonly LineSeries _downSeries;
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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 => $"AC {FastPeriod}:{SlowPeriod}:{AcPeriod}";
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public override string SourceCodeLink => "https://github.com/mihakralj/QuanTAlib/blob/main/lib/oscillators/ac/Ac.Quantower.cs";
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public AcIndicator()
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{
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OnBackGround = true;
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SeparateWindow = true;
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Name = "AC - Acceleration Oscillator";
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Description = "Measures acceleration/deceleration of market driving force";
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_upSeries = new LineSeries(name: "AC Up", color: Color.Green, width: 2, style: LineStyle.Solid);
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_downSeries = new LineSeries(name: "AC Down", color: Color.Red, width: 2, style: LineStyle.Solid);
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AddLineSeries(_upSeries);
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AddLineSeries(_downSeries);
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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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_ac = new Ac(FastPeriod, SlowPeriod, AcPeriod);
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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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TValue result = _ac.Update(this.GetInputBar(args), args.IsNewBar());
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if (!_ac.IsHot && !ShowColdValues)
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{
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return;
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}
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double prevAc = double.NaN;
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if (Count > 1)
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{
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prevAc = _upSeries.GetValue(1);
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if (double.IsNaN(prevAc))
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{
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prevAc = _downSeries.GetValue(1);
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}
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}
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if (double.IsNaN(prevAc) || result.Value > prevAc)
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{
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_upSeries.SetValue(result.Value);
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_downSeries.SetValue(double.NaN);
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}
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else
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{
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_downSeries.SetValue(result.Value);
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_upSeries.SetValue(double.NaN);
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}
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}
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}
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