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139 lines
4.1 KiB
C#
139 lines
4.1 KiB
C#
// ROC: Rate of Change (Absolute)
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// Calculates absolute price change: current - past
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using System.Runtime.CompilerServices;
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namespace QuanTAlib;
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/// <summary>
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/// ROC: Rate of Change (Absolute)
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/// Calculates the absolute difference between current value and value N periods ago.
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/// Formula: current - past
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/// </summary>
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/// <remarks>
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/// Key properties:
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/// - Returns absolute price movement in price units
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/// - Useful for momentum measurement, trend direction
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/// - Different from ROCP (percentage) and ROCR (ratio)
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/// - Can be validated against TA-Lib MOM function
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/// </remarks>
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[SkipLocalsInit]
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public sealed class Roc : AbstractBase
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{
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private readonly int _period;
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private readonly RingBuffer _buffer;
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private record struct State(double LastValid);
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private State _state, _p_state;
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public override bool IsHot => _buffer.Count > _period;
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/// <param name="period">Lookback period (must be >= 1)</param>
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public Roc(int period = 9)
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{
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if (period < 1)
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throw new ArgumentException("Period must be >= 1", nameof(period));
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_period = period;
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_buffer = new RingBuffer(period + 1);
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Name = $"Roc({period})";
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WarmupPeriod = period + 1;
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}
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/// <param name="source">Source indicator for chaining</param>
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/// <param name="period">Lookback period</param>
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public Roc(ITValuePublisher source, int period = 9) : this(period)
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{
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source.Pub += HandleUpdate;
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}
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[MethodImpl(MethodImplOptions.AggressiveInlining)]
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private void HandleUpdate(object? sender, in TValueEventArgs e) => Update(e.Value, e.IsNew);
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[MethodImpl(MethodImplOptions.AggressiveInlining)]
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public override TValue Update(TValue input, bool isNew = true)
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{
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if (isNew)
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_p_state = _state;
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else
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_state = _p_state;
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double value = double.IsFinite(input.Value) ? input.Value : _state.LastValid;
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_state = new State(value);
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_buffer.Add(value, isNew);
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double result;
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if (_buffer.Count <= _period)
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{
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result = 0.0;
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}
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else
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{
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double past = _buffer[0];
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result = value - past;
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}
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Last = new TValue(input.Time, result);
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PubEvent(Last, isNew);
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return Last;
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}
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public override TSeries Update(TSeries source)
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{
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var result = new TSeries(source.Count);
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ReadOnlySpan<double> values = source.Values;
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ReadOnlySpan<long> times = source.Times;
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for (int i = 0; i < source.Count; i++)
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{
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var tv = Update(new TValue(new DateTime(times[i], DateTimeKind.Utc), values[i]), true);
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result.Add(tv, true);
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}
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return result;
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}
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public override void Prime(ReadOnlySpan<double> source, TimeSpan? step = null)
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{
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TimeSpan interval = step ?? TimeSpan.FromSeconds(1);
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DateTime time = DateTime.UtcNow - (interval * source.Length);
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for (int i = 0; i < source.Length; i++)
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{
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Update(new TValue(time, source[i]), true);
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time += interval;
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}
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}
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public static TSeries Calculate(TSeries source, int period = 9)
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{
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var indicator = new Roc(period);
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return indicator.Update(source);
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}
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/// <summary>
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/// Calculates absolute change over a span of values.
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/// </summary>
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public static void Calculate(ReadOnlySpan<double> source, Span<double> output, int period = 9)
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{
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if (source.Length == 0)
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throw new ArgumentException("Source cannot be empty", nameof(source));
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if (output.Length < source.Length)
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throw new ArgumentException("Output length must be >= source length", nameof(output));
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if (period < 1)
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throw new ArgumentException("Period must be >= 1", nameof(period));
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for (int i = 0; i < source.Length; i++)
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{
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output[i] = i < period ? 0.0 : source[i] - source[i - period];
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}
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}
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public override void Reset()
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{
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_buffer.Clear();
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_state = default;
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_p_state = default;
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Last = default;
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}
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}
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