Files
QuanTAlib/lib/volatility/Atr.cs
T
2024-10-08 10:47:21 -07:00

118 lines
3.5 KiB
C#

namespace QuanTAlib;
/// <summary>
/// Represents an Average True Range (ATR) calculator, a measure of market volatility.
/// </summary>
/// <remarks>
/// The ATR class calculates the average true range using an Exponential Moving Average (EMA)
/// of the true range. The true range is the greatest of: current high - current low,
/// absolute value of current high - previous close, or absolute value of current low - previous close.
/// </remarks>
<<<<<<< HEAD
public class Atr : AbstractBarBase
=======
public class Atr : AbstractBase
>>>>>>> dev
{
private readonly Ema _ma;
private double _prevClose, _p_prevClose;
/// <summary>
/// Initializes a new instance of the Atr class with the specified period.
/// </summary>
/// <param name="period">The period over which to calculate the ATR.</param>
/// <exception cref="ArgumentOutOfRangeException">
/// Thrown when period is less than 1.
/// </exception>
public Atr(int period)
{
if (period < 1)
{
throw new ArgumentOutOfRangeException(nameof(period), "Period must be greater than or equal to 1.");
}
_ma = new(1.0 / period);
WarmupPeriod = _ma.WarmupPeriod;
Name = $"ATR({period})";
}
/// <summary>
/// Initializes a new instance of the Atr class with the specified source and period.
/// </summary>
/// <param name="source">The source object to subscribe to for bar updates.</param>
/// <param name="period">The period over which to calculate the ATR.</param>
public Atr(object source, int period) : this(period)
{
var pubEvent = source.GetType().GetEvent("Pub");
pubEvent?.AddEventHandler(source, new BarSignal(Sub));
}
/// <summary>
/// Initializes the Atr instance by setting up the initial state.
/// </summary>
public override void Init()
{
base.Init();
_ma.Init();
_prevClose = double.NaN;
}
/// <summary>
/// Manages the state of the Atr instance based on whether a new bar is being processed.
/// </summary>
/// <param name="isNew">Indicates whether the current input is a new bar.</param>
protected override void ManageState(bool isNew)
{
if (isNew)
{
_index++;
_p_prevClose = _prevClose;
}
else
{
_prevClose = _p_prevClose;
}
}
/// <summary>
/// Performs the ATR calculation for the current bar.
/// </summary>
/// <returns>
/// The calculated ATR value for the current bar.
/// </returns>
/// <remarks>
/// This method calculates the true range for the current bar and then uses an EMA
/// to smooth the true range values. For the first bar, it uses the high-low range
/// as the true range.
/// </remarks>
protected override double Calculation()
{
<<<<<<< HEAD
ManageState(Input.IsNew);
=======
ManageState(BarInput.IsNew);
>>>>>>> dev
double trueRange = Math.Max(
Math.Max(
BarInput.High - BarInput.Low,
Math.Abs(BarInput.High - _prevClose)
),
Math.Abs(BarInput.Low - _prevClose)
);
if (_index < 2)
{
<<<<<<< HEAD
trueRange = Input.High - Input.Low;
=======
trueRange = BarInput.High - BarInput.Low;
>>>>>>> dev
}
TValue emaTrueRange = _ma.Calc(new TValue(Input.Time, trueRange, Input.IsNew));
IsHot = _ma.IsHot;
_prevClose = BarInput.Close;
return emaTrueRange.Value;
}
}