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https://github.com/mihakralj/QuanTAlib.git
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87 lines
2.8 KiB
C#
87 lines
2.8 KiB
C#
using System.Runtime.CompilerServices;
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namespace QuanTAlib;
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/// <summary>
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/// WILLR: Williams %R
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/// A momentum oscillator that measures the level of the close relative to the
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/// highest high for a look-back period. Similar to Stochastic Oscillator but
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/// with a reversed scale and no smoothing.
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/// </summary>
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/// <remarks>
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/// The Williams %R calculation process:
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/// 1. Find highest high and lowest low over period
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/// 2. Calculate where current close is within this range
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/// 3. Scale result to -100 to 0 range
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///
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/// Key characteristics:
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/// - Oscillates between -100 and 0
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/// - Similar to Stochastic but no smoothing
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/// - Traditional overbought level at -20
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/// - Traditional oversold level at -80
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/// - Leading indicator for market tops/bottoms
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///
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/// Formula:
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/// %R = -100 * (Highest High - Close) / (Highest High - Lowest Low)
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///
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/// Sources:
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/// Larry Williams - "How I Made One Million Dollars Last Year Trading Commodities" (1973)
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/// https://www.investopedia.com/terms/w/williamsr.asp
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///
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/// Note: Default period of 14 is commonly used
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/// </remarks>
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[SkipLocalsInit]
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public sealed class Willr : AbstractBase
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{
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private readonly CircularBuffer _highs;
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private readonly CircularBuffer _lows;
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private const int DefaultPeriod = 14;
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private const double ScalingFactor = -100.0;
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/// <param name="period">The lookback period (default 14).</param>
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/// <exception cref="ArgumentOutOfRangeException">Thrown when period is less than 1.</exception>
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[MethodImpl(MethodImplOptions.AggressiveInlining)]
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public Willr(int period = DefaultPeriod)
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{
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if (period < 1)
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throw new ArgumentOutOfRangeException(nameof(period));
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_highs = new(period);
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_lows = new(period);
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WarmupPeriod = period;
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Name = $"WILLR({period})";
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}
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/// <param name="source">The data source object that publishes updates.</param>
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/// <param name="period">The lookback period.</param>
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[MethodImpl(MethodImplOptions.AggressiveInlining)]
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public Willr(object source, int period = DefaultPeriod)
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: this(period)
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{
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var pubEvent = source.GetType().GetEvent("Pub");
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pubEvent?.AddEventHandler(source, new BarSignal(Sub));
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}
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[MethodImpl(MethodImplOptions.AggressiveInlining)]
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protected override void ManageState(bool isNew)
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{
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if (isNew)
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{
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_highs.Add(BarInput.High);
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_lows.Add(BarInput.Low);
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_index++;
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}
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}
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[MethodImpl(MethodImplOptions.AggressiveInlining | MethodImplOptions.AggressiveOptimization)]
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protected override double Calculation()
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{
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ManageState(BarInput.IsNew);
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double highest = _highs.Max();
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double lowest = _lows.Min();
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double range = highest - lowest;
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return range >= double.Epsilon ? ScalingFactor * ((highest - BarInput.Close) / range) : 0;
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}
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}
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