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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 CfoIndicator : Indicator, IWatchlistIndicator
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{
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[InputParameter("Period", sortIndex: 1, 1, 1000, 1, 0)]
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public int Period { get; set; } = 14;
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[IndicatorExtensions.DataSourceInput(sortIndex: 2)]
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public SourceType Source { get; set; } = SourceType.Close;
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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 Cfo _cfo = null!;
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private readonly LineSeries _series;
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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 => $"CFO ({Period})";
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public override string SourceCodeLink => "https://github.com/mihakralj/QuanTAlib/blob/main/lib/oscillators/cfo/Cfo.Quantower.cs";
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public CfoIndicator()
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{
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OnBackGround = true;
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SeparateWindow = true;
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Name = "CFO - Chande Forecast Oscillator";
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Description = "Percentage difference between price and linear regression forecast";
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_series = new LineSeries("CFO", Color.Yellow, 2, LineStyle.Solid);
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AddLineSeries(_series);
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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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_cfo = new Cfo(Period);
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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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var priceSelector = Source.GetPriceSelector();
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var item = HistoricalData[0, SeekOriginHistory.End];
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double price = priceSelector(item);
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TValue input = new(item.TimeLeft, price);
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TValue result = _cfo.Update(input, args.IsNewBar());
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if (!_cfo.IsHot && !ShowColdValues)
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{
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return;
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}
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_series.SetValue(result.Value);
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}
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}
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