/* * 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; namespace QuantConnect.Tests.Indicators { [TestFixture] public class NewHighsNewLowsDifferenceTests : NewHighsNewLowsTestsBase { protected override NewHighsNewLows CreateNewHighsNewLowsIndicator() { // For test purposes we use period of two return new NewHighsNewLows("test_name", 2); } protected override IndicatorBase GetSubIndicator(IndicatorBase mainIndicator) { return (mainIndicator as NewHighsNewLows).Difference; } [Test] public virtual void ShouldIgnoreRemovedStocks() { var indicator = CreateIndicator() as NewHighsNewLows; var reference = DateTime.Today; indicator.Update(new TradeBar() { Symbol = Symbols.AAPL, High = 1, Low = 1, Time = reference.AddMinutes(1) }); indicator.Update(new TradeBar() { Symbol = Symbols.IBM, High = 1, Low = 1, Time = reference.AddMinutes(1) }); indicator.Update(new TradeBar() { Symbol = Symbols.GOOG, High = 1, Low = 1, Time = reference.AddMinutes(1) }); indicator.Update(new TradeBar() { Symbol = Symbols.AAPL, High = 1, Low = 0.9m, Time = reference.AddMinutes(2) }); indicator.Update(new TradeBar() { Symbol = Symbols.IBM, High = 1, Low = 0.9m, Time = reference.AddMinutes(2) }); indicator.Update(new TradeBar() { Symbol = Symbols.GOOG, High = 1, Low = 0.9m, Time = reference.AddMinutes(2) }); // value is not ready yet Assert.AreEqual(0m, indicator.Difference.Current.Value); // new low indicator.Update(new TradeBar() { Symbol = Symbols.AAPL, High = 1, Low = 0.5m, Time = reference.AddMinutes(3) }); // new low indicator.Update(new TradeBar() { Symbol = Symbols.IBM, High = 1, Low = 0.3m, Time = reference.AddMinutes(3) }); // new low indicator.Update(new TradeBar() { Symbol = Symbols.GOOG, High = 1, Low = 0.2m, Time = reference.AddMinutes(3) }); Assert.AreEqual(-3m, indicator.Difference.Current.Value); indicator.Reset(); indicator.Remove(Symbols.GOOG); indicator.Update(new TradeBar() { Symbol = Symbols.AAPL, High = 1, Low = 1, Time = reference.AddMinutes(1) }); indicator.Update(new TradeBar() { Symbol = Symbols.IBM, High = 1, Low = 1, Time = reference.AddMinutes(1) }); indicator.Update(new TradeBar() { Symbol = Symbols.GOOG, High = 1, Low = 1, Time = reference.AddMinutes(1) }); indicator.Update(new TradeBar() { Symbol = Symbols.AAPL, High = 1, Low = 0.9m, Time = reference.AddMinutes(2) }); indicator.Update(new TradeBar() { Symbol = Symbols.IBM, High = 1, Low = 0.9m, Time = reference.AddMinutes(2) }); indicator.Update(new TradeBar() { Symbol = Symbols.GOOG, High = 1, Low = 0.9m, Time = reference.AddMinutes(2) }); // value is not ready yet Assert.AreEqual(0m, indicator.Difference.Current.Value); // new low indicator.Update(new TradeBar() { Symbol = Symbols.AAPL, High = 1, Low = 0.5m, Time = reference.AddMinutes(3) }); // new low indicator.Update(new TradeBar() { Symbol = Symbols.IBM, High = 1, Low = 0.3m, Time = reference.AddMinutes(3) }); // new low (ignored) indicator.Update(new TradeBar() { Symbol = Symbols.GOOG, High = 1, Low = 0.2m, Time = reference.AddMinutes(3) }); Assert.AreEqual(-2m, indicator.Difference.Current.Value); } [Test] public virtual void IgnorePeriodIfAnyStockMissed() { var indicator = CreateIndicator() as NewHighsNewLows; indicator.Add(Symbols.MSFT); var reference = DateTime.Today; indicator.Update(new TradeBar() { Symbol = Symbols.AAPL, High = 1, Low = 1, Time = reference.AddMinutes(1) }); indicator.Update(new TradeBar() { Symbol = Symbols.IBM, High = 1, Low = 1, Time = reference.AddMinutes(1) }); indicator.Update(new TradeBar() { Symbol = Symbols.GOOG, High = 1, Low = 1, Time = reference.AddMinutes(1) }); indicator.Update(new TradeBar() { Symbol = Symbols.MSFT, High = 1, Low = 1, Time = reference.AddMinutes(1) }); indicator.Update(new TradeBar() { Symbol = Symbols.AAPL, High = 2, Low = 1, Time = reference.AddMinutes(2) }); indicator.Update(new TradeBar() { Symbol = Symbols.IBM, High = 2, Low = 1, Time = reference.AddMinutes(2) }); indicator.Update(new TradeBar() { Symbol = Symbols.GOOG, High = 2, Low = 1, Time = reference.AddMinutes(2) }); indicator.Update(new TradeBar() { Symbol = Symbols.MSFT, High = 2, Low = 1, Time = reference.AddMinutes(2) }); // value is not ready yet Assert.AreEqual(0m, indicator.Difference.Current.Value); indicator.Update(new TradeBar() { Symbol = Symbols.AAPL, High = 3, Low = 1, Time = reference.AddMinutes(3) }); indicator.Update(new TradeBar() { Symbol = Symbols.IBM, High = 2, Low = 0.5m, Time = reference.AddMinutes(3) }); indicator.Update(new TradeBar() { Symbol = Symbols.GOOG, Close = 3, Low = 1, Time = reference.AddMinutes(3) }); Assert.AreEqual(0m, indicator.Difference.Current.Value); // new high indicator.Update(new TradeBar() { Symbol = Symbols.AAPL, High = 4, Low = 1, Time = reference.AddMinutes(4) }); // new low indicator.Update(new TradeBar() { Symbol = Symbols.IBM, High = 2, Low = 0.3m, Time = reference.AddMinutes(4) }); // no change indicator.Update(new TradeBar() { Symbol = Symbols.GOOG, High = 3, Low = 1, Time = reference.AddMinutes(4) }); // new high indicator.Update(new TradeBar() { Symbol = Symbols.MSFT, High = 4, Low = 1, Time = reference.AddMinutes(4) }); Assert.AreEqual(1m, indicator.Difference.Current.Value); // new high indicator.Update(new TradeBar() { Symbol = Symbols.AAPL, High = 5, Low = 1, Time = reference.AddMinutes(5) }); // new low indicator.Update(new TradeBar() { Symbol = Symbols.IBM, High = 2, Low = 0.2m, Time = reference.AddMinutes(5) }); // new high indicator.Update(new TradeBar() { Symbol = Symbols.GOOG, High = 4, Low = 1, Time = reference.AddMinutes(5) }); // new high indicator.Update(new TradeBar() { Symbol = Symbols.MSFT, High = 5, Low = 1, Time = reference.AddMinutes(5) }); Assert.AreEqual(2m, indicator.Difference.Current.Value); // new high indicator.Update(new TradeBar() { Symbol = Symbols.AAPL, High = 6, Low = 1, Time = reference.AddMinutes(6) }); // new high indicator.Update(new TradeBar() { Symbol = Symbols.IBM, High = 3, Low = 1, Time = reference.AddMinutes(6) }); // new high indicator.Update(new TradeBar() { Symbol = Symbols.MSFT, High = 6, Low = 1, Time = reference.AddMinutes(6) }); Assert.AreEqual(2m, indicator.Difference.Current.Value); // new high indicator.Update(new TradeBar() { Symbol = Symbols.AAPL, High = 7, Low = 1, Time = reference.AddMinutes(7) }); // new high indicator.Update(new TradeBar() { Symbol = Symbols.GOOG, High = 5, Low = 1, Time = reference.AddMinutes(7) }); // new high indicator.Update(new TradeBar() { Symbol = Symbols.MSFT, High = 7, Low = 1, Time = reference.AddMinutes(7) }); Assert.AreEqual(2m, indicator.Difference.Current.Value); } [Test] public override void WarmsUpProperly() { var indicator = CreateIndicator() as NewHighsNewLows; var reference = DateTime.Today; // setup period (unordered) indicator.Update(new TradeBar() { Symbol = Symbols.AAPL, High = 1, Low = 1, Time = reference.AddMinutes(1) }); indicator.Update(new TradeBar() { Symbol = Symbols.AAPL, High = 2, Low = 1, Time = reference.AddMinutes(2) }); indicator.Update(new TradeBar() { Symbol = Symbols.IBM, High = 1, Low = 1, Time = reference.AddMinutes(1) }); indicator.Update(new TradeBar() { Symbol = Symbols.IBM, High = 0.5m, Low = 0.2m, Time = reference.AddMinutes(2) }); indicator.Update(new TradeBar() { Symbol = Symbols.GOOG, High = 1, Low = 1, Time = reference.AddMinutes(1) }); indicator.Update(new TradeBar() { Symbol = Symbols.GOOG, High = 3, Low = 1, Time = reference.AddMinutes(2) }); // new high indicator.Update(new TradeBar() { Symbol = Symbols.AAPL, High = 3, Low = 1, Time = reference.AddMinutes(3) }); // new low indicator.Update(new TradeBar() { Symbol = Symbols.IBM, High = 0.75m, Low = 0.1m, Time = reference.AddMinutes(3) }); // new high indicator.Update(new TradeBar() { Symbol = Symbols.GOOG, High = 5, Low = 2, Time = reference.AddMinutes(3) }); Assert.IsTrue(indicator.IsReady); Assert.AreEqual(1m, indicator.Difference.Current.Value); Assert.AreEqual(9, indicator.Samples); Assert.AreEqual(1, indicator.Difference.Samples); } [Test] public virtual void WarmsUpOrdered() { var indicator = CreateIndicator() as NewHighsNewLows; var reference = DateTime.Today; // setup period (ordered) indicator.Update(new TradeBar() { Symbol = Symbols.AAPL, High = 1, Low = 1, Time = reference.AddMinutes(1) }); indicator.Update(new TradeBar() { Symbol = Symbols.IBM, High = 1, Low = 1, Time = reference.AddMinutes(1) }); indicator.Update(new TradeBar() { Symbol = Symbols.GOOG, High = 1, Low = 1, Time = reference.AddMinutes(1) }); indicator.Update(new TradeBar() { Symbol = Symbols.AAPL, High = 2, Low = 1, Time = reference.AddMinutes(2) }); indicator.Update(new TradeBar() { Symbol = Symbols.IBM, High = 0.5m, Low = 1, Time = reference.AddMinutes(2) }); indicator.Update(new TradeBar() { Symbol = Symbols.GOOG, High = 3, Low = 1, Time = reference.AddMinutes(2) }); // indicator is not ready yet Assert.IsFalse(indicator.IsReady); // new high indicator.Update(new TradeBar() { Symbol = Symbols.AAPL, High = 3, Low = 1, Time = reference.AddMinutes(3) }); // new high indicator.Update(new TradeBar() { Symbol = Symbols.IBM, High = 4, Low = 1, Time = reference.AddMinutes(3) }); // new high indicator.Update(new TradeBar() { Symbol = Symbols.GOOG, High = 5, Low = 1, Time = reference.AddMinutes(3) }); Assert.IsTrue(indicator.IsReady); Assert.AreEqual(3m, indicator.Difference.Current.Value); } [Test] public override void IndicatorShouldHaveSymbolAfterUpdates() { var indicator = CreateIndicator() as NewHighsNewLows; var reference = DateTime.Today; for (int i = 0; i < 10; i++) { indicator.Update(new TradeBar() { Symbol = Symbols.AAPL, High = 1, Low = 1, Volume = 1, Time = reference.AddMinutes(1) }); indicator.Update(new TradeBar() { Symbol = Symbols.IBM, High = 1, Low = 1, Volume = 1, Time = reference.AddMinutes(1) }); indicator.Update(new TradeBar() { Symbol = Symbols.GOOG, High = 1, Low = 1, Volume = 1, Time = reference.AddMinutes(1) }); indicator.Update(new TradeBar() { Symbol = Symbols.AAPL, High = 2, Low = 1, Volume = 1, Time = reference.AddMinutes(2) }); indicator.Update(new TradeBar() { Symbol = Symbols.IBM, High = 1, Low = 0.5m, Volume = 1, Time = reference.AddMinutes(2) }); indicator.Update(new TradeBar() { Symbol = Symbols.GOOG, High = 3, Low = 1, Volume = 1, Time = reference.AddMinutes(2) }); // indicator is not ready yet indicator.Update(new TradeBar() { Symbol = Symbols.AAPL, High = 3, Low = 1, Volume = 1, Time = reference.AddMinutes(3) }); indicator.Update(new TradeBar() { Symbol = Symbols.IBM, High = 1, Low = 0.3m, Volume = 1, Time = reference.AddMinutes(3) }); indicator.Update(new TradeBar() { Symbol = Symbols.GOOG, High = 4, Low = 1, Volume = 1, Time = reference.AddMinutes(3) }); // indicator is ready // The last update used Symbol.GOOG, so the indicator's current Symbol should be GOOG Assert.AreEqual(Symbols.GOOG, indicator.Difference.Current.Symbol); } } protected override string TestFileName => "nhnl_data.csv"; protected override string TestColumnName => "NH/NL Difference"; } }