/* * 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.Algorithm; using QuantConnect.Algorithm.Framework.Portfolio; using QuantConnect.Data.Market; using QuantConnect.Orders; using QuantConnect.Securities; using QuantConnect.Tests.Common.Securities; using QuantConnect.Tests.Engine.DataFeeds; namespace QuantConnect.Tests.Common { public class OrderTargetsByMarginImpactTests { [TestCase(false)] [TestCase(true)] public void LessThanLotSizeIsIgnored_NoHoldings(bool targetIsDelta) { var algorithm = GetAlgorithm(); var collection = new[] {new PortfolioTarget(Symbols.AAPL, 0.9m)}; var result = collection.OrderTargetsByMarginImpact(algorithm, targetIsDelta).ToList(); Assert.AreEqual(0, result.Count); } [TestCase(false)] [TestCase(true)] public void LessThanLotSizeIsIgnored_WithHoldings(bool targetIsDelta) { var algorithm = GetAlgorithm(holdings:1m); var collection = new[] { new PortfolioTarget(Symbols.AAPL, 1.9m) }; var result = collection.OrderTargetsByMarginImpact(algorithm, targetIsDelta).ToList(); if (targetIsDelta) { Assert.AreEqual(1, result.Count); Assert.AreEqual(1.9m, result[0].Quantity); } else { Assert.AreEqual(0, result.Count); } } [Test] public void SecurityWithNoDataIsIgnored() { var algorithm = GetAlgorithm(); // SPY won't have any data and should be ignored algorithm.AddEquity(Symbols.SPY.Value); var collection = new[] {new PortfolioTarget(Symbols.SPY, 5000m), new PortfolioTarget(Symbols.AAPL, 1m)}; var result = collection.OrderTargetsByMarginImpact(algorithm).ToList(); Assert.AreEqual(1, result.Count); Assert.AreEqual(1m, result[0].Quantity); } [Test] public void NoExistingHoldings() { var algorithm = GetAlgorithm(); var spy = algorithm.AddEquity(Symbols.SPY.Value); Update(spy, 1); var collection = new[] {new PortfolioTarget(Symbols.SPY, 5m), new PortfolioTarget(Symbols.AAPL, 1m)}; var result = collection.OrderTargetsByMarginImpact(algorithm).ToList(); Assert.AreEqual(2, result.Count); // highest order value first Assert.AreEqual(5m, result[0].Quantity); Assert.AreEqual(1m, result[1].Quantity); } [TestCase(OrderDirection.Buy, false)] [TestCase(OrderDirection.Sell, false)] [TestCase(OrderDirection.Buy, true)] [TestCase(OrderDirection.Sell, true)] public void ReducingPosition(OrderDirection direction, bool targetIsDelta) { var algorithm = GetAlgorithm(direction == OrderDirection.Sell ? 2 : -2); var spy = algorithm.AddEquity(Symbols.SPY.Value); Update(spy, 1); var target = direction == OrderDirection.Sell ? -1 : 1; var collection = new[] {new PortfolioTarget(Symbols.SPY, 5m), new PortfolioTarget(Symbols.AAPL, target)}; var result = collection.OrderTargetsByMarginImpact(algorithm, targetIsDelta).ToList(); Assert.AreEqual(2, result.Count); // target reducing the position first Assert.AreEqual(target, result[0].Quantity); Assert.AreEqual(5m, result[1].Quantity); } [TestCase(OrderDirection.Buy, false)] [TestCase(OrderDirection.Sell, false)] [TestCase(OrderDirection.Buy, true)] [TestCase(OrderDirection.Sell, true)] public void ReducingPositionDeltaEffect(OrderDirection direction, bool targetIsDelta) { var algorithm = GetAlgorithm(direction == OrderDirection.Sell ? 2 : -2); var spy = algorithm.AddEquity(Symbols.SPY.Value); Update(spy, 1); var target = direction == OrderDirection.Sell ? -2.5m : 2.5m; var collection = new[] {new PortfolioTarget(Symbols.SPY, 5m), new PortfolioTarget(Symbols.AAPL, target)}; var result = collection.OrderTargetsByMarginImpact(algorithm, targetIsDelta).ToList(); Assert.AreEqual(2, result.Count); if (targetIsDelta) { // target reducing the position first Assert.AreEqual(target, result[0].Quantity); Assert.AreEqual(5m, result[1].Quantity); } else { Assert.AreEqual(5m, result[0].Quantity); Assert.AreEqual(target, result[1].Quantity); } } [TestCase(OrderDirection.Buy, false)] [TestCase(OrderDirection.Sell, false)] [TestCase(OrderDirection.Buy, true)] [TestCase(OrderDirection.Sell, true)] public void IncreasePosition(OrderDirection direction, bool targetIsDelta) { var value = direction == OrderDirection.Sell ? -1 : 1; var algorithm = GetAlgorithm(value); var spy = algorithm.AddEquity(Symbols.SPY.Value); Update(spy, 1); var collection = new[] {new PortfolioTarget(Symbols.SPY, 20m), new PortfolioTarget(Symbols.AAPL, value * 21m)}; var result = collection.OrderTargetsByMarginImpact(algorithm, targetIsDelta).ToList(); Assert.AreEqual(2, result.Count); if (targetIsDelta) { // AAPL is increasing the position by 21 Assert.AreEqual(Symbols.AAPL, result[0].Symbol); Assert.AreEqual(Symbols.SPY, result[1].Symbol); } else { Assert.AreEqual(Symbols.SPY, result[0].Symbol); // target with the least order value, AAPL is increasing the position by 11 Assert.AreEqual(Symbols.AAPL, result[1].Symbol); } } [TestCase(OrderDirection.Buy, false)] [TestCase(OrderDirection.Sell, false)] [TestCase(OrderDirection.Buy, true)] [TestCase(OrderDirection.Sell, true)] public void RoundQuantityInOrderTargets(OrderDirection direction, bool targetIsDelta) { var value = direction == OrderDirection.Sell ? -1 : 1; var algorithm = GetAlgorithm(value); var spy = algorithm.AddEquity(Symbols.SPY.Value); Update(spy, 1); var collection = new[] {new PortfolioTarget(Symbols.SPY, 20m), new PortfolioTarget(Symbols.AAPL, value * 20.1m)}; var result = collection.OrderTargetsByMarginImpact(algorithm, targetIsDelta).ToList(); Assert.AreEqual(2, result.Count); // Since the order value is the same SPY comes first because of its the first in collection. Assert.AreEqual(Symbols.SPY, result[0].Symbol); Assert.AreEqual(Symbols.AAPL, result[1].Symbol); } private static void Update(Security security, decimal close) { security.SetMarketPrice(new TradeBar { Time = DateTime.Now, Symbol = security.Symbol, Open = close, High = close, Low = close, Close = close }); } private QCAlgorithm GetAlgorithm(decimal? holdings = null) { var algorithm = new AlgorithmStub(); algorithm.Transactions.SetOrderProcessor(new FakeOrderProcessor()); var aapl = algorithm.AddEquity(Symbols.AAPL.Value); Update(aapl, 1); if (holdings != null) { aapl.Holdings.SetHoldings(10, holdings.Value); } algorithm.SetFinishedWarmingUp(); return algorithm; } } }