/* * 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 QuantConnect.Data.Market; namespace QuantConnect.Indicators { /// /// This indicator computes the Volume Weighted Moving Average (VWMA) /// It is a technical analysis indicator used by traders to determine the average price of an asset over a given period of time, /// taking into account both price and volume. /// public class VolumeWeightedMovingAverage : TradeBarIndicator, IIndicatorWarmUpPeriodProvider { private readonly IndicatorBase _rollingSumPriceMultipliedByVolume; private readonly IndicatorBase _rollingSumVolume; /// /// Required period, in data points, for the indicator to be ready and fully initialized. /// public int WarmUpPeriod { get; } /// /// Gets a flag indicating when this indicator is ready and fully initialized /// public override bool IsReady => _rollingSumPriceMultipliedByVolume.IsReady && _rollingSumVolume.IsReady; /// /// Initializes a new instance of the class using the specified name. /// /// The name of this indicator /// The period of the SMA public VolumeWeightedMovingAverage(string name, int period) : base(name) { WarmUpPeriod = period; _rollingSumPriceMultipliedByVolume = new Sum(name + "_SumPxV", period); _rollingSumVolume = new Sum(name + "_SumVolume", period); } /// /// Initializes a new instance of the class using the specified name. /// /// The period of the SMA public VolumeWeightedMovingAverage(int period) : this($"VWMA({period})", 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(TradeBar input) { _rollingSumPriceMultipliedByVolume.Update(input.EndTime, input.Close * input.Volume); _rollingSumVolume.Update(input.EndTime, input.Volume); var sumVolume = _rollingSumVolume.Current.Value; if (sumVolume != 0) { return _rollingSumPriceMultipliedByVolume.Current.Value / sumVolume; } return input.Close; } /// /// Resets this indicator to its initial state /// public override void Reset() { _rollingSumPriceMultipliedByVolume.Reset(); _rollingSumVolume.Reset(); base.Reset(); } } }