/* * 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.Linq; using NUnit.Framework; using QuantConnect.Data; using QuantConnect.Data.Market; using QuantConnect.Indicators; using QuantConnect.Securities; namespace QuantConnect.Tests.Common.Securities { [TestFixture] public class IndicatorVolatilityModelTests { [Test] public void UpdatesAfterCorrectPeriodElapses() { const int periods = 3; var model = new IndicatorVolatilityModel( new StandardDeviation(periods), (s, d, i) => i.Update(d) ); var reference = new DateTime(2016, 04, 06, 12, 0, 0); var security = GetSecurity(reference, model); for (var i = 0; i < periods; i++) { security.SetMarketPrice(new IndicatorDataPoint(reference.AddMinutes(i + 1), i + 1)); } var expected = Math.Sqrt(2.0 / 3); Assert.AreEqual(expected, model.Volatility); } [Test] public void DoesntUpdateOnZeroPrice() { const int periods = 3; var model = new IndicatorVolatilityModel( new StandardDeviation(periods), (s, d, i) => { if (s.Price > 0) i.Update(d); } ); var reference = new DateTime(2016, 04, 06, 12, 0, 0); var security = GetSecurity(reference, model); for (var i = 0; i < periods; i++) { security.SetMarketPrice(new IndicatorDataPoint(reference.AddMinutes(i + 1), i + 1)); } var expected = Math.Sqrt(2.0 / 3); Assert.AreEqual(expected, model.Volatility); // update should not be applied as price is 0 since this condition is defined by indicatorUpdate security.SetMarketPrice(new IndicatorDataPoint(reference.AddMinutes(3), 0m)); Assert.AreEqual(expected, model.Volatility); } [Test] public void GetHistoryRequirementsWorks() { const int periods = 3; var model = new IndicatorVolatilityModel( new StandardDeviation(periods), (s, d, i) => i.Update(d) ); var reference = new DateTime(2016, 04, 06, 12, 0, 0); var security = GetSecurity(reference, model); var result = model.GetHistoryRequirements(security, DateTime.UtcNow); Assert.AreEqual(Enumerable.Empty(), result); } private static Security GetSecurity(DateTime reference, IVolatilityModel model) { var referenceUtc = reference.ConvertToUtc(TimeZones.NewYork); var timeKeeper = new TimeKeeper(referenceUtc); var config = new SubscriptionDataConfig(typeof(TradeBar), Symbols.SPY, Resolution.Minute, TimeZones.NewYork, TimeZones.NewYork, true, false, false); var security = new Security( SecurityExchangeHours.AlwaysOpen(TimeZones.NewYork), config, new Cash(Currencies.USD, 0, 0), SymbolProperties.GetDefault(Currencies.USD), ErrorCurrencyConverter.Instance, new RegisteredSecurityDataTypesProvider(), new SecurityCache() ); security.SetLocalTimeKeeper(timeKeeper.GetLocalTimeKeeper(TimeZones.NewYork)); security.VolatilityModel = model; return security; } } }