/* * 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 NUnit.Framework; using QuantConnect.Algorithm.Framework.Alphas; using QuantConnect.Data; using QuantConnect.Data.Market; using QuantConnect.Orders; using QuantConnect.Orders.Fees; using QuantConnect.Securities; namespace QuantConnect.Tests.Algorithm.Framework.Alphas { [TestFixture] public class OrderBasedInsightGeneratorTests { private Security _security; [SetUp] public void SetUp() { var exchangeHours = SecurityExchangeHours.AlwaysOpen(TimeZones.NewYork); var config = new SubscriptionDataConfig( typeof(TradeBar), Symbols.SPY, Resolution.Daily, TimeZones.NewYork, TimeZones.NewYork, true, true, false); _security = new Security( exchangeHours, config, new Cash(Currencies.USD, 0, 1m), SymbolProperties.GetDefault(Currencies.USD), ErrorCurrencyConverter.Instance ); } [TestCase(OrderDirection.Buy)] [TestCase(OrderDirection.Sell)] public void GeneratedPeriodAndCloseTimeAreSet(OrderDirection direction) { var insightGenerator = new OrderBasedInsightGenerator(); var insight = insightGenerator.GenerateInsightFromFill(new OrderEvent( 1, Symbols.SPY, new DateTime(2013, 1, 1), OrderStatus.Filled, direction, 1, direction == OrderDirection.Buy ? 1 : -1, OrderFee.Zero ), new SecurityHolding(_security, new IdentityCurrencyConverter(_security.QuoteCurrency.Symbol))); Assert.AreEqual(new DateTime(2013, 1, 1), insight.GeneratedTimeUtc); Assert.AreEqual(Time.EndOfTime, insight.CloseTimeUtc); Assert.AreEqual(Time.EndOfTimeTimeSpan, insight.Period); } [TestCase(OrderDirection.Buy)] [TestCase(OrderDirection.Sell)] public void NoExistingHoldings(OrderDirection direction) { var insightGenerator = new OrderBasedInsightGenerator(); var insight = insightGenerator.GenerateInsightFromFill(new OrderEvent( 1, Symbols.SPY, new DateTime(2013, 1, 1), OrderStatus.Filled, direction, 1, direction == OrderDirection.Buy ? 1 : -1, OrderFee.Zero ), new SecurityHolding(_security, new IdentityCurrencyConverter(_security.QuoteCurrency.Symbol))); Assert.AreEqual(1, insight.Confidence); Assert.AreEqual(direction == OrderDirection.Buy ? InsightDirection.Up : InsightDirection.Down, insight.Direction); } [TestCase(OrderDirection.Buy)] [TestCase(OrderDirection.Sell)] public void ChangeMarketSide(OrderDirection direction) { var insightGenerator = new OrderBasedInsightGenerator(); var holding = new SecurityHolding(_security, new IdentityCurrencyConverter(_security.QuoteCurrency.Symbol)); holding.SetHoldings(1, direction == OrderDirection.Buy ? -1 : 1); var insight = insightGenerator.GenerateInsightFromFill(new OrderEvent( 1, Symbols.SPY, new DateTime(2013, 1, 1), OrderStatus.Filled, direction, 1, direction == OrderDirection.Buy ? 2 : -2, OrderFee.Zero ), holding); Assert.AreEqual(1, insight.Confidence); Assert.AreEqual(direction == OrderDirection.Buy ? InsightDirection.Up : InsightDirection.Down, insight.Direction); } [TestCase(OrderDirection.Buy)] [TestCase(OrderDirection.Sell)] public void ClosePosition(OrderDirection direction) { var insightGenerator = new OrderBasedInsightGenerator(); var holding = new SecurityHolding(_security, new IdentityCurrencyConverter(_security.QuoteCurrency.Symbol)); holding.SetHoldings(1, direction == OrderDirection.Buy ? -1 : 1); var insight = insightGenerator.GenerateInsightFromFill(new OrderEvent( 1, Symbols.SPY, new DateTime(2013, 1, 1), OrderStatus.Filled, direction, 1, direction == OrderDirection.Buy ? 1 : -1, OrderFee.Zero ), holding); Assert.AreEqual(1, insight.Confidence); Assert.AreEqual(InsightDirection.Flat, insight.Direction); } [TestCase(OrderDirection.Buy)] [TestCase(OrderDirection.Sell)] public void IncreasePosition(OrderDirection direction) { var insightGenerator = new OrderBasedInsightGenerator(); var holding = new SecurityHolding(_security, new IdentityCurrencyConverter(_security.QuoteCurrency.Symbol)); holding.SetHoldings(1, direction == OrderDirection.Buy ? 1 : -1); var insight = insightGenerator.GenerateInsightFromFill(new OrderEvent( 1, Symbols.SPY, new DateTime(2013, 1, 1), OrderStatus.Filled, direction, 1, direction == OrderDirection.Buy ? 1 : -1, OrderFee.Zero ), holding); Assert.AreEqual(1, insight.Confidence); Assert.AreEqual(direction == OrderDirection.Buy ? InsightDirection.Up : InsightDirection.Down, insight.Direction); } [TestCase(OrderDirection.Buy)] [TestCase(OrderDirection.Sell)] public void ReducePosition(OrderDirection direction) { var insightGenerator = new OrderBasedInsightGenerator(); var holding = new SecurityHolding(_security, new IdentityCurrencyConverter(_security.QuoteCurrency.Symbol)); holding.SetHoldings(1, direction == OrderDirection.Buy ? -2 : 2); var insight = insightGenerator.GenerateInsightFromFill(new OrderEvent( 1, Symbols.SPY, new DateTime(2013, 1, 1), OrderStatus.Filled, direction, 1, direction == OrderDirection.Buy ? 1 : -1, OrderFee.Zero ), holding); Assert.AreEqual(0.5, insight.Confidence); Assert.AreEqual(direction == OrderDirection.Buy ? InsightDirection.Down : InsightDirection.Up, insight.Direction); } [TestCase(OrderDirection.Buy)] [TestCase(OrderDirection.Sell)] public void ReducePositionWithExistingInsight(OrderDirection direction) { var insightGenerator = new OrderBasedInsightGenerator(); var holding = new SecurityHolding(_security, new IdentityCurrencyConverter(_security.QuoteCurrency.Symbol)); var insight = insightGenerator.GenerateInsightFromFill(new OrderEvent( 1, Symbols.SPY, new DateTime(2013, 1, 1), OrderStatus.Filled, direction, 1, direction == OrderDirection.Buy ? 2 : -2, OrderFee.Zero ), holding); Assert.AreEqual(1, insight.Confidence); Assert.AreEqual(direction == OrderDirection.Buy ? InsightDirection.Up : InsightDirection.Down, insight.Direction); holding.SetHoldings(1, direction == OrderDirection.Buy ? 2 : -2); insight = insightGenerator.GenerateInsightFromFill(new OrderEvent( 1, Symbols.SPY, new DateTime(2013, 1, 1), OrderStatus.Filled, direction, 1, direction == OrderDirection.Buy ? -1 : 1, OrderFee.Zero ), holding); Assert.AreEqual(0.5, insight.Confidence); Assert.AreEqual(direction == OrderDirection.Buy ? InsightDirection.Up : InsightDirection.Down, insight.Direction); holding.SetHoldings(1, direction == OrderDirection.Buy ? 1 : -1); insight = insightGenerator.GenerateInsightFromFill(new OrderEvent( 1, Symbols.SPY, new DateTime(2013, 1, 1), OrderStatus.Filled, direction, 1, direction == OrderDirection.Buy ? -0.5m: 0.5m, OrderFee.Zero ), holding); Assert.AreEqual(0.25, insight.Confidence); Assert.AreEqual(direction == OrderDirection.Buy ? InsightDirection.Up : InsightDirection.Down, insight.Direction); } [TestCase(OrderDirection.Buy)] [TestCase(OrderDirection.Sell)] public void ExistingInsightCloseTimeIsUpdated(OrderDirection direction) { var insightGenerator = new OrderBasedInsightGenerator(); var holding = new SecurityHolding(_security, new IdentityCurrencyConverter(_security.QuoteCurrency.Symbol)); var insight = insightGenerator.GenerateInsightFromFill(new OrderEvent( 1, Symbols.SPY, new DateTime(2013, 1, 1), OrderStatus.Filled, direction, 1, direction == OrderDirection.Buy ? 2 : -2, OrderFee.Zero ), holding); Assert.AreEqual(new DateTime(2013, 1, 1), insight.GeneratedTimeUtc); holding.SetHoldings(1, direction == OrderDirection.Buy ? 2 : -2); var insight2 = insightGenerator.GenerateInsightFromFill(new OrderEvent( 1, Symbols.SPY, new DateTime(2015, 1, 1), OrderStatus.Filled, direction, 1, direction == OrderDirection.Buy ? -1 : 1, OrderFee.Zero ), holding); Assert.AreEqual(insight2.GeneratedTimeUtc, insight.CloseTimeUtc); // period will not change Assert.AreEqual(Time.EndOfTimeTimeSpan, insight.Period); } } }