/* * 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; using System.Collections.Generic; using System.Linq; using QuantConnect.Data.Market; using QuantConnect.Indicators; namespace QuantConnect.Algorithm.CSharp.Benchmarks { /// /// Constructs a displaced moving average ribbon /// public class IndicatorRibbonBenchmark : QCAlgorithm { private Symbol _spy = QuantConnect.Symbol.Create("SPY", SecurityType.Equity, Market.USA); private IndicatorBase[] _ribbon; public override void Initialize() { SetStartDate(2010, 01, 01); SetEndDate(2022, 01, 01); AddSecurity(SecurityType.Equity, "SPY", Resolution.Minute); const int count = 50; const int offset = 5; const int period = 15; // define our sma as the base of the ribbon var sma = new SimpleMovingAverage(period); _ribbon = Enumerable.Range(0, count).Select(x => { // define our offset to the zero sma, these various offsets will create our 'displaced' ribbon var delay = new Delay(offset * (x + 1)); // define an indicator that takes the output of the sma and pipes it into our delay indicator var delayedSma = delay.Of(sma); // register our new 'delayedSma' for automatic updates on a daily resolution RegisterIndicator(_spy, delayedSma, Resolution.Daily, data => data.Value); return delayedSma; }).ToArray(); } public void OnData(TradeBars data) { // wait for our entire ribbon to be ready if (!_ribbon.All(x => x.IsReady)) return; foreach (var indicator in _ribbon) { var value = indicator.Current.Value; } } } }