/*
* QUANTCONNECT.COM - Democratizing Finance, Empowering Individuals.
* Lean Algorithmic Trading Engine v2.0. Copyright 2014 QuantConnect Corporation.
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
using System;
using QuantConnect.Data.Market;
namespace QuantConnect.Indicators
{
///
/// This indicator computes the Rogers-Satchell Volatility
/// It is an estimator for measuring the volatility of securities
/// with an average return not equal to zero.
///
public class RogersSatchellVolatility : BarIndicator, IIndicatorWarmUpPeriodProvider
{
private readonly int _period;
private readonly IndicatorBase _rollingSum;
///
/// Gets a flag indicating when this indicator is ready and fully initialized
///
public override bool IsReady => Samples >= _period;
///
/// Required period, in data points, for the indicator to be ready and fully initialized.
///
public int WarmUpPeriod => _period;
///
/// Initializes a new instance of the class using the specified parameters
///
/// The period of moving window
public RogersSatchellVolatility(int period)
: this($"RSV({period})", period)
{
}
///
/// Initializes a new instance of the class using the specified parameters
///
/// The name of this indicator
/// The period of moving window
public RogersSatchellVolatility(string name, int period)
: base(name)
{
_period = period;
_rollingSum = new Sum(name + "_Sum", period);
}
///
/// Computes the next value of this indicator from the given state
///
/// The input given to the indicator
/// A new value for this indicator
protected override decimal ComputeNextValue(IBaseDataBar input)
{
if ((input.Open == 0) || (input.High == 0) || (input.Low == 0) || (input.Close == 0))
{
// return a sentinel value
return 0m;
}
_rollingSum.Update(input.EndTime, (decimal)
(Math.Log((double)input.High / (double)input.Close) * Math.Log((double)input.High / (double)input.Open)
+ Math.Log((double)input.Low / (double)input.Close) * Math.Log((double)input.Low / (double)input.Open))
);
if (IsReady)
{
return (decimal)Math.Sqrt(((double)_rollingSum.Current.Value) / _period);
}
else
{
return 0m;
}
}
///
/// Resets this indicator to its initial state
///
public override void Reset()
{
_rollingSum.Reset();
base.Reset();
}
}
}