/* * 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; namespace QuantConnect.Indicators { /// /// Represents the McGinley Dynamic (MGD) /// It is a type of moving average that was designed to track the market better /// than existing moving average indicators. /// It is a technical indicator that improves upon moving average lines by adjusting /// for shifts in market speed. /// public class McGinleyDynamic : WindowIndicator, IIndicatorWarmUpPeriodProvider { /// /// A rolling sum for computing the average for the given period /// private readonly IndicatorBase _rollingSum; private readonly int _period; /// /// Gets a flag indicating when this indicator is ready and fully initialized /// public override bool IsReady => _rollingSum.IsReady; /// /// Required period, in data points, for the indicator to be ready and fully initialized. /// public override int WarmUpPeriod => Period; /// /// Initializes a new instance of the McGinleyDynamic class with the specified name and period /// /// The name of this indicator /// The period of the McGinley Dynamic public McGinleyDynamic(string name, int period) : base(name, period) { if (period == 0) throw new ArgumentException("Period can not be zero"); _period = period; _rollingSum = new Sum(name + "_Sum", period); } /// /// Initializes a new instance of the McGinleyDynamic class with the default name and period /// /// The period of the McGinley Dynamic public McGinleyDynamic(int period) : this($"MGD({period})", period) { } /// /// Computes the next value for this indicator from the given state. /// /// The window of data held in this indicator /// The input value to this indicator on this time step /// A new value for this indicator protected override decimal ComputeNextValue(IReadOnlyWindow window, IndicatorDataPoint input) { _rollingSum.Update(input.EndTime, input.Value); if (!IsReady) { return 0; } if (Samples == _period) { return _rollingSum.Current.Value / _period; } if (Current.Value == 0 || input.Value == 0) { return Current.Value; } var ratioValue = (double)input.Value.SafeDivision(Current.Value, 0); if (ratioValue == 0) return Current.Value; var denominator = _period * (decimal)Math.Pow(ratioValue, 4.0); return Current.Value + (input.Value - Current.Value).SafeDivision(denominator, 0); } /// /// Resets this indicator to its initial state /// public override void Reset() { _rollingSum.Reset(); base.Reset(); } } }