Files
QuanTAlib/lib/momentum/roc/Roc.cs
T

139 lines
4.1 KiB
C#

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