/*
* 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.
*/
namespace QuantConnect.Indicators
{
///
/// The Detrended Price Oscillator is an indicator designed to remove trend from price
/// and make it easier to identify cycles.
/// DPO does not extend to the last date because it is based on a displaced moving average.
/// Is estimated as Price {X/2 + 1} periods ago less the X-period simple moving average.
/// E.g.DPO(20) equals price 11 days ago less the 20-day SMA.
///
///
public class DetrendedPriceOscillator : IndicatorBase, IIndicatorWarmUpPeriodProvider
{
private readonly Delay _priceLag;
private readonly SimpleMovingAverage _sma;
///
/// Gets a flag indicating when this indicator is ready and fully initialized
///
public override bool IsReady => _sma.IsReady && _priceLag.IsReady;
///
/// Required period, in data points, for the indicator to be ready and fully initialized.
///
public int WarmUpPeriod { get; }
///
/// Initializes a new instance of the class.
///
/// The name for the indicator.
/// The number of periods to calculate the DPO.
public DetrendedPriceOscillator(string name, int period)
: base(name)
{
var lagPeriod = period / 2 + 1;
_priceLag = new Delay(lagPeriod);
_sma = new SimpleMovingAverage(period);
WarmUpPeriod = period;
}
///
/// Initializes a new instance of the class.
///
/// The number of periods to calculate the DPO.
public DetrendedPriceOscillator(int period)
: this($"DPO({period})", period)
{
}
///
/// Resets this indicator to its initial state
///
public override void Reset()
{
base.Reset();
_priceLag.Reset();
_sma.Reset();
}
///
/// 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(IndicatorDataPoint input)
{
_priceLag.Update(input);
_sma.Update(input);
return _priceLag.Current.Value - _sma.Current.Value;
}
}
}