/* * 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 { /// /// The Money Flow Index (MFI) is an oscillator that uses both price and volume to /// measure buying and selling pressure /// /// Typical Price = (High + Low + Close)/3 /// Money Flow = Typical Price x Volume /// Positive Money Flow = Sum of the money flows of all days where the typical /// price is greater than the previous day's typical price /// Negative Money Flow = Sum of the money flows of all days where the typical /// price is less than the previous day's typical price /// Money Flow Ratio = (14-period Positive Money Flow)/(14-period Negative Money Flow) /// /// Money Flow Index = 100 x Positive Money Flow / ( Positive Money Flow + Negative Money Flow) /// public class MoneyFlowIndex : TradeBarIndicator, IIndicatorWarmUpPeriodProvider { /// /// The sum of positive money flow to compute money flow ratio /// public IndicatorBase PositiveMoneyFlow { get; } /// /// The sum of negative money flow to compute money flow ratio /// public IndicatorBase NegativeMoneyFlow { get; } /// /// The current and previous typical price is used to determine positive or negative money flow /// public decimal PreviousTypicalPrice { get; private set; } /// /// Gets a flag indicating when this indicator is ready and fully initialized /// public override bool IsReady => PositiveMoneyFlow.IsReady && NegativeMoneyFlow.IsReady; /// /// Required period, in data points, for the indicator to be ready and fully initialized. /// public int WarmUpPeriod { get; } /// /// Resets this indicator to its initial state /// public override void Reset() { PreviousTypicalPrice = 0.0m; PositiveMoneyFlow.Reset(); NegativeMoneyFlow.Reset(); base.Reset(); } /// /// Initializes a new instance of the MoneyFlowIndex class /// /// The period of the negative and positive money flow public MoneyFlowIndex(int period) : this($"MFI({period})", period) { } /// /// Initializes a new instance of the MoneyFlowIndex class /// /// The name of this indicator /// The period of the negative and positive money flow public MoneyFlowIndex(string name, int period) : base(name) { WarmUpPeriod = period; PositiveMoneyFlow = new Sum(name + "_PositiveMoneyFlow", period); NegativeMoneyFlow = new Sum(name + "_NegativeMoneyFlow", 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) { var typicalPrice = (input.High + input.Low + input.Close) / 3.0m; var moneyFlow = typicalPrice * input.Volume; PositiveMoneyFlow.Update(input.EndTime, typicalPrice > PreviousTypicalPrice ? moneyFlow : 0.0m); NegativeMoneyFlow.Update(input.EndTime, typicalPrice < PreviousTypicalPrice ? moneyFlow : 0.0m); PreviousTypicalPrice = typicalPrice; var totalMoneyFlow = PositiveMoneyFlow.Current.Value + NegativeMoneyFlow.Current.Value; if (totalMoneyFlow == 0.0m) { return 100.0m; } return 100m * PositiveMoneyFlow.Current.Value / totalMoneyFlow; } } }