/* * 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; using QuantConnect.Data.Market; using QuantConnect.Lean.Engine.DataFeeds; using QuantConnect.Securities; using System; namespace QuantConnect.Tests.Engine.DataFeeds { [TestFixture] public class SubscriptionDataTests { [Test] public void CreatedSubscriptionRoundsTimeDownForDataWithPeriod() { var tb = new TradeBar { Time = new DateTime(2020, 5, 21, 8, 9, 0), Period = TimeSpan.FromHours(1), Symbol = Symbols.SPY }; var config = new SubscriptionDataConfig( typeof(TradeBar), Symbols.SPY, Resolution.Hour, TimeZones.Utc, TimeZones.Utc, false, false, false ); var exchangeHours = SecurityExchangeHours.AlwaysOpen(TimeZones.Utc); var offsetProvider = new TimeZoneOffsetProvider(TimeZones.Utc, new DateTime(2020, 5, 21), new DateTime(2020, 5, 22)); var subscription = SubscriptionData.Create(false, config, exchangeHours, offsetProvider, tb, config.DataNormalizationMode); Assert.AreEqual(new DateTime(2020, 5, 21, 8, 0, 0), subscription.Data.Time); Assert.AreEqual(new DateTime(2020, 5, 21, 9, 0, 0), subscription.Data.EndTime); } [Test] public void CreatedSubscriptionDoesNotRoundDownForPeriodLessData() { var data = new MyCustomData { Time = new DateTime(2020, 5, 21, 8, 9, 0), Symbol = Symbols.SPY }; var config = new SubscriptionDataConfig( typeof(TradeBar), Symbols.SPY, Resolution.Hour, TimeZones.Utc, TimeZones.Utc, false, false, false ); var exchangeHours = SecurityExchangeHours.AlwaysOpen(TimeZones.Utc); var offsetProvider = new TimeZoneOffsetProvider(TimeZones.Utc, new DateTime(2020, 5, 21), new DateTime(2020, 5, 22)); var subscription = SubscriptionData.Create(false, config, exchangeHours, offsetProvider, data, config.DataNormalizationMode); Assert.AreEqual(new DateTime(2020, 5, 21, 8, 9, 0), subscription.Data.Time); Assert.AreEqual(new DateTime(2020, 5, 21, 8, 9, 0), subscription.Data.EndTime); } [TestCase(1, 0)] [TestCase(null, 0)] [TestCase(null, 1000)] public void CreateDefaults(decimal? scale, decimal dividends) { var config = new SubscriptionDataConfig( typeof(TradeBar), Symbols.SPY, Resolution.Hour, TimeZones.Utc, TimeZones.Utc, false, false, false ); config.SumOfDividends = dividends; var tb = new TradeBar { Time = new DateTime(2020, 5, 21, 8, 9, 0), Period = TimeSpan.FromHours(1), Symbol = Symbols.SPY, Open = 100, High = 200, Low = 300, Close = 400 }; var data = SubscriptionData.Create(false, config, SecurityExchangeHours.AlwaysOpen(TimeZones.Utc), new TimeZoneOffsetProvider(TimeZones.NewYork, new DateTime(2015, 1, 1), new DateTime(2016, 1, 1)), tb, config.DataNormalizationMode, scale); Assert.True(data.GetType() == typeof(SubscriptionData)); Assert.AreEqual(tb.Open, (data.Data as TradeBar).Open); Assert.AreEqual(tb.High, (data.Data as TradeBar).High); Assert.AreEqual(tb.Low, (data.Data as TradeBar).Low); Assert.AreEqual(tb.Close, (data.Data as TradeBar).Close); } [TestCase(typeof(SubscriptionData), 1)] [TestCase(typeof(PrecalculatedSubscriptionData), 2)] [TestCase(typeof(PrecalculatedSubscriptionData), 0.5)] public void CreateZeroDividends(Type type, decimal? scale) { var config = new SubscriptionDataConfig( typeof(TradeBar), Symbols.SPY, Resolution.Hour, TimeZones.Utc, TimeZones.Utc, false, false, false ); config.SumOfDividends = 0; var tb = new TradeBar { Time = new DateTime(2020, 5, 21, 8, 9, 0), Period = TimeSpan.FromHours(1), Symbol = Symbols.SPY, Open = 100, High = 200, Low = 300, Close = 400 }; var data = SubscriptionData.Create(false, config, SecurityExchangeHours.AlwaysOpen(TimeZones.Utc), new TimeZoneOffsetProvider(TimeZones.NewYork, new DateTime(2015, 1, 1), new DateTime(2016, 1, 1)), tb, config.DataNormalizationMode, scale); Assert.True(data.GetType() == type); Assert.AreEqual(tb.Open * scale, (data.Data as TradeBar).Open); Assert.AreEqual(tb.High * scale, (data.Data as TradeBar).High); Assert.AreEqual(tb.Low * scale, (data.Data as TradeBar).Low); Assert.AreEqual(tb.Close * scale, (data.Data as TradeBar).Close); } [TestCase(typeof(PrecalculatedSubscriptionData), 1)] [TestCase(typeof(PrecalculatedSubscriptionData), 2)] [TestCase(typeof(PrecalculatedSubscriptionData), 0.5)] public void CreateAdjustedNotZeroDividends(Type type, decimal? scale) { var config = new SubscriptionDataConfig( typeof(TradeBar), Symbols.SPY, Resolution.Hour, TimeZones.Utc, TimeZones.Utc, false, false, false ); config.SumOfDividends = 100; var tb = new TradeBar { Time = new DateTime(2020, 5, 21, 8, 9, 0), Period = TimeSpan.FromHours(1), Symbol = Symbols.SPY, Open = 100, High = 200, Low = 300, Close = 400 }; var data = SubscriptionData.Create(false, config, SecurityExchangeHours.AlwaysOpen(TimeZones.Utc), new TimeZoneOffsetProvider(TimeZones.NewYork, new DateTime(2015, 1, 1), new DateTime(2016, 1, 1)), tb, config.DataNormalizationMode, scale); Assert.True(data.GetType() == type); Assert.AreEqual(tb.Open * scale, (data.Data as TradeBar).Open); Assert.AreEqual(tb.High * scale, (data.Data as TradeBar).High); Assert.AreEqual(tb.Low * scale, (data.Data as TradeBar).Low); Assert.AreEqual(tb.Close * scale, (data.Data as TradeBar).Close); } [TestCase(typeof(PrecalculatedSubscriptionData), 1)] [TestCase(typeof(PrecalculatedSubscriptionData), 2)] [TestCase(typeof(PrecalculatedSubscriptionData), 0.5)] public void CreateTotalNotZeroDividends(Type type, decimal? scale) { var config = new SubscriptionDataConfig( typeof(TradeBar), Symbols.SPY, Resolution.Hour, TimeZones.Utc, TimeZones.Utc, false, false, false ); config.SumOfDividends = 100; config.DataNormalizationMode = DataNormalizationMode.TotalReturn; var tb = new TradeBar { Time = new DateTime(2020, 5, 21, 8, 9, 0), Period = TimeSpan.FromHours(1), Symbol = Symbols.SPY, Open = 100, High = 200, Low = 300, Close = 400 }; var data = SubscriptionData.Create(false, config, SecurityExchangeHours.AlwaysOpen(TimeZones.Utc), new TimeZoneOffsetProvider(TimeZones.NewYork, new DateTime(2015, 1, 1), new DateTime(2016, 1, 1)), tb, config.DataNormalizationMode, scale); Assert.True(data.GetType() == type); Assert.AreEqual(tb.Open * scale + config.SumOfDividends, (data.Data as TradeBar).Open); Assert.AreEqual(tb.High * scale + config.SumOfDividends, (data.Data as TradeBar).High); Assert.AreEqual(tb.Low * scale + config.SumOfDividends, (data.Data as TradeBar).Low); Assert.AreEqual(tb.Close * scale + config.SumOfDividends, (data.Data as TradeBar).Close); } [TestCase(true, typeof(TradeBar))] [TestCase(false, typeof(TradeBar))] [TestCase(true, typeof(QuoteBar))] [TestCase(false, typeof(QuoteBar))] [TestCase(true, typeof(Tick))] [TestCase(false, typeof(Tick))] public void FillForwardFlagIsCorrectlySet(bool isFillForward, Type type) { var config = new SubscriptionDataConfig( typeof(TradeBar), Symbols.SPY, Resolution.Hour, TimeZones.Utc, TimeZones.Utc, false, false, false ); var scale = 0.5m; config.DataNormalizationMode = DataNormalizationMode.Adjusted; var data = (BaseData)Activator.CreateInstance(type); if (isFillForward) { data = data.Clone(isFillForward); } var subscriptionData = (PrecalculatedSubscriptionData) SubscriptionData.Create(false, config, SecurityExchangeHours.AlwaysOpen(TimeZones.Utc), new TimeZoneOffsetProvider(TimeZones.NewYork, new DateTime(2015, 1, 1), new DateTime(2016, 1, 1)), data, config.DataNormalizationMode, scale); config.DataNormalizationMode = DataNormalizationMode.Raw; Assert.AreEqual(isFillForward, subscriptionData.Data.IsFillForward); config.DataNormalizationMode = DataNormalizationMode.Adjusted; Assert.AreEqual(isFillForward, subscriptionData.Data.IsFillForward); } internal class MyCustomData : BaseData { } } }