/* * 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; } } }