/* * 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 NUnit.Framework; using QuantConnect.Data.Market; using QuantConnect.Indicators; using System; using System.Collections.Generic; namespace QuantConnect.Tests.Indicators { [TestFixture] public class DualSymbolIndicatorTests { private DateTime _reference = new DateTime(2020, 1, 1); [Test] public void TimeMovesForward() { var indicator = new TestAverageIndicator(Symbols.IBM, Symbols.SPY, 5); for (var i = 10; i > 0; i--) { indicator.Update(new TradeBar() { Symbol = Symbols.IBM, Low = 1, High = 2, Volume = 100, Close = 500, Time = _reference.AddDays(1 + i) }); indicator.Update(new TradeBar() { Symbol = Symbols.SPY, Low = 1, High = 2, Volume = 100, Close = 500, Time = _reference.AddDays(1 + i) }); } Assert.AreEqual(2, indicator.Samples); } [Test] public void ValidateCalculation() { var indicator = new TestAverageIndicator(Symbols.AAPL, Symbols.SPX, 3); var bars = new List() { new TradeBar() { Symbol = Symbols.AAPL, Low = 1, High = 2, Volume = 100, Close = 10, Time = _reference.AddDays(1), EndTime = _reference.AddDays(2) }, new TradeBar() { Symbol = Symbols.SPX, Low = 1, High = 2, Volume = 100, Close = 35, Time = _reference.AddDays(1), EndTime = _reference.AddDays(2) }, new TradeBar() { Symbol = Symbols.AAPL, Low = 1, High = 2, Volume = 100, Close = 2, Time = _reference.AddDays(2),EndTime = _reference.AddDays(3) }, new TradeBar() { Symbol = Symbols.AAPL, Low = 1, High = 2, Volume = 100, Close = 2, Time = _reference.AddDays(2), EndTime = _reference.AddDays(3) }, new TradeBar() { Symbol = Symbols.AAPL, Low = 1, High = 2, Volume = 100, Close = 15, Time = _reference.AddDays(3), EndTime = _reference.AddDays(4) }, new TradeBar() { Symbol = Symbols.SPX, Low = 1, High = 2, Volume = 100, Close = 80, Time = _reference.AddDays(3), EndTime = _reference.AddDays(4) }, new TradeBar() { Symbol = Symbols.SPX, Low = 1, High = 2, Volume = 100, Close = 4, Time = _reference.AddDays(4), EndTime = _reference.AddDays(5) }, new TradeBar() { Symbol = Symbols.SPX, Low = 1, High = 2, Volume = 100, Close = 4, Time = _reference.AddDays(4), EndTime = _reference.AddDays(5) }, new TradeBar() { Symbol = Symbols.SPX, Low = 1, High = 2, Volume = 100, Close = 37, Time = _reference.AddDays(5), EndTime = _reference.AddDays(6) }, new TradeBar() { Symbol = Symbols.AAPL, Low = 1, High = 2, Volume = 100, Close = 90, Time = _reference.AddDays(5), EndTime = _reference.AddDays(6) }, new TradeBar() { Symbol = Symbols.AAPL, Low = 1, High = 2, Volume = 100, Close = 105, Time = _reference.AddDays(6), EndTime = _reference.AddDays(7) }, new TradeBar() { Symbol = Symbols.SPX, Low = 1, High = 2, Volume = 100, Close = 302, Time = _reference.AddDays(6), EndTime = _reference.AddDays(7) }, }; foreach (var bar in bars) { indicator.Update(bar); } var closeAAPL = new List() { 10, 15, 90, 105 }; var closeSPX = new List() { 35, 80, 37, 302 }; var expectedValue = 0m; for (var i = 0; i < closeAAPL.Count; i++) { expectedValue += (closeAAPL[i] + closeSPX[i]) / 2; } Assert.AreEqual(expectedValue, indicator.Current.Value); } [Test] public void WorksWithDifferentTimeZones() { var indicator = new TestAverageIndicator(Symbols.SPY, Symbols.BTCUSD, 5); for (int i = 0; i < 10; i++) { var startTime = _reference.AddDays(1 + i); var endTime = startTime.AddDays(1); indicator.Update(new TradeBar() { Symbol = Symbols.SPY, Low = 1, High = 2, Volume = 100, Close = 100, Time = startTime, EndTime = endTime }); indicator.Update(new TradeBar() { Symbol = Symbols.BTCUSD, Low = 1, High = 2, Volume = 100, Close = 100, Time = startTime, EndTime = endTime }); } Assert.AreEqual(100 * 10, indicator.Current.Value); } [Test] public void TracksPreviousState() { var period = 5; var indicator = new TestAverageIndicator(Symbols.SPY, Symbols.AAPL, period); var previousValue = indicator.Current.Value; // Update the indicator and verify the previous values for (var i = 1; i < 2 * period; i++) { var startTime = _reference.AddDays(1 + i); var endTime = startTime.AddDays(1); indicator.Update(new TradeBar() { Symbol = Symbols.SPY, Low = 1, High = 2, Volume = 100, Close = 1000 + i * 10, Time = startTime, EndTime = endTime }); indicator.Update(new TradeBar() { Symbol = Symbols.AAPL, Low = 1, High = 2, Volume = 100, Close = 1000 + (i * 15), Time = startTime, EndTime = endTime }); // Verify the previous value matches the indicator's previous value Assert.AreEqual(previousValue, indicator.Previous.Value); // Update previousValue to the current value for the next iteration previousValue = indicator.Current.Value; } } private class TestAverageIndicator : DualSymbolIndicator { public TestAverageIndicator(Symbol targetSymbol, Symbol referenceSymbol, int period) : base("TestIndicator", targetSymbol, referenceSymbol, period) { } public override bool IsReady => TargetDataPoints.IsReady && ReferenceDataPoints.IsReady; protected override decimal ComputeIndicator() { var prevValue = IndicatorValue; var result = IndicatorValue += (TargetDataPoints[0].Close + ReferenceDataPoints[0].Close) / 2; Console.WriteLine($"Previous Value: {prevValue}, Current Value: {IndicatorValue} (Inputs: {TargetDataPoints[^1]} and {ReferenceDataPoints[^1]})"); return result; } } } }