mirror of
https://github.com/mihakralj/QuanTAlib.git
synced 2026-07-31 10:57:43 +00:00
6ac30d37e6
Implements Ehlers' Linear Predictive Filter for dominant cycle detection: - Roofing filter (HP + SuperSmoother) → AGC → Griffiths adaptive predictor - DFT spectrum from predictor coefficients → Center of Gravity dominant cycle - Outputs: DominantCycle, Signal (AGC-normalized), Predict (one-bar-ahead) Files added: - lib/cycles/lpf/Lpf.cs (core implementation, sealed class) - lib/cycles/lpf/Lpf.Quantower.cs (3 LineSeries: Cycle, Signal, Predict) - lib/cycles/lpf/Lpf.md (canonical template v3 documentation) - lib/cycles/lpf/lpf.pine (PineScript v6 reference) - lib/cycles/lpf/tests/Lpf.Tests.cs (38 unit tests) - lib/cycles/lpf/tests/Lpf.Quantower.Tests.cs (22 adapter tests) Updated: index files, Python bridge (Exports.cs, _bridge.py, cycles.py)
80 lines
3.1 KiB
C#
80 lines
3.1 KiB
C#
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 LpfIndicator : Indicator, IWatchlistIndicator
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{
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[InputParameter("Lower Bound", sortIndex: 1, 8, 200, 1, 0)]
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public int LowerBound { get; set; } = 18;
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[InputParameter("Upper Bound", sortIndex: 2, 10, 500, 1, 0)]
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public int UpperBound { get; set; } = 40;
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[InputParameter("Data Length", sortIndex: 3, 4, 200, 1, 0)]
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public int DataLength { get; set; } = 40;
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[IndicatorExtensions.DataSourceInput]
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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 Lpf _lpf = null!;
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private readonly LineSeries _cycleSeries;
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private readonly LineSeries _signalSeries;
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private readonly LineSeries _predictSeries;
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private Func<IHistoryItem, double> _priceSelector = null!;
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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 => $"LPF ({LowerBound},{UpperBound},{DataLength})";
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public override string SourceCodeLink => "https://github.com/mihakralj/QuanTAlib/blob/main/lib/cycles/lpf/Lpf.Quantower.cs";
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public LpfIndicator()
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{
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OnBackGround = true;
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SeparateWindow = true;
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Name = "LPF - Ehlers Linear Predictive Filter";
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Description = "Ehlers' Linear Predictive Filter estimates the dominant cycle period using Griffiths adaptive coefficients and spectral analysis";
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_cycleSeries = new LineSeries(name: "Cycle", color: IndicatorExtensions.Oscillators, width: 2, style: LineStyle.Solid);
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_signalSeries = new LineSeries(name: "Signal", color: Color.Lime, width: 1, style: LineStyle.Solid);
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_predictSeries = new LineSeries(name: "Predict", color: Color.Red, width: 1, style: LineStyle.Dot);
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AddLineSeries(_cycleSeries);
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AddLineSeries(_signalSeries);
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AddLineSeries(_predictSeries);
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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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_lpf = new Lpf(LowerBound, UpperBound, DataLength);
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_priceSelector = Source.GetPriceSelector();
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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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if (args.Reason != UpdateReason.NewBar && args.Reason != UpdateReason.HistoricalBar)
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{
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return;
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}
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var item = this.HistoricalData[this.Count - 1, SeekOriginHistory.Begin];
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double value = _priceSelector(item);
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var time = this.HistoricalData.Time();
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var input = new TValue(time, value);
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TValue result = _lpf.Update(input, args.IsNewBar());
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_cycleSeries.SetValue(result.Value, _lpf.IsHot, ShowColdValues);
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_signalSeries.SetValue(_lpf.Signal * UpperBound * 0.5 + (LowerBound + UpperBound) * 0.5, _lpf.IsHot, ShowColdValues);
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_predictSeries.SetValue(_lpf.Predict * UpperBound * 0.5 + (LowerBound + UpperBound) * 0.5, _lpf.IsHot, ShowColdValues);
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}
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}
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