/* * 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.Orders; using QuantConnect.Orders.Slippage; using QuantConnect.Securities; using QuantConnect.Securities.Equity; using QuantConnect.Securities.Forex; using System; namespace QuantConnect.Tests.Common.Orders.Slippage { [TestFixture] public class SlippageModelsTests { private Order _equityBuyOrder; private Equity _equity; private Order _forexBuyOrder; private Forex _forex; [SetUp] public void Initialize() { _equity = new Equity( Symbols.SPY, SecurityExchangeHours.AlwaysOpen(TimeZones.NewYork), new Cash(Currencies.USD, 0, 1m), SymbolProperties.GetDefault(Currencies.USD), ErrorCurrencyConverter.Instance, RegisteredSecurityDataTypesProvider.Null, new SecurityCache() ); _equity.SetMarketPrice(new TradeBar(DateTime.Now, Symbols.SPY, 100m, 100m, 100m, 100m, 1)); _equityBuyOrder = new MarketOrder(Symbols.SPY, 1, DateTime.Now); _forex = new Forex( Symbols.EURUSD, SecurityExchangeHours.AlwaysOpen(TimeZones.NewYork), new Cash(Currencies.USD, 0, 1m), new Cash("EUR", 0, 0), SymbolProperties.GetDefault(Currencies.USD), ErrorCurrencyConverter.Instance, RegisteredSecurityDataTypesProvider.Null, new SecurityCache() ); _forex.SetMarketPrice(new TradeBar(DateTime.Now, Symbols.EURUSD, 100m, 100m, 100m, 100m, 0)); _forexBuyOrder = new MarketOrder(Symbols.EURUSD, 1000, DateTime.Now); } [Test] public void ConstantSlippageModelTests() { var slippagePercent = 1m; var model = new ConstantSlippageModel(slippagePercent); var expected = _equity.Price * slippagePercent; var actual = model.GetSlippageApproximation(_equity, _equityBuyOrder); Assert.AreEqual(expected, actual); } [Test] public void VolumeShareSlippageModelInitializationTests() { // These are low volume tests, since the order quantity and the volume are the same // These are the default values for the VolumeShareSlippageModel var priceImpact = 0.1m; var volumeLimit = 0.025m; var model = new VolumeShareSlippageModel(); var expected = _equity.Price * priceImpact * volumeLimit * volumeLimit; var actual = model.GetSlippageApproximation(_equity, _equityBuyOrder); Assert.AreEqual(expected, actual); // Double the values priceImpact *= 2; volumeLimit *= 2; model = new VolumeShareSlippageModel(volumeLimit, priceImpact); expected = _equity.Price * priceImpact * volumeLimit * volumeLimit; actual = model.GetSlippageApproximation(_equity, _equityBuyOrder); Assert.AreEqual(expected, actual); // Half the values priceImpact /= 4; volumeLimit /= 4; model = new VolumeShareSlippageModel(volumeLimit, priceImpact); expected = _equity.Price * priceImpact * volumeLimit * volumeLimit; actual = model.GetSlippageApproximation(_equity, _equityBuyOrder); Assert.AreEqual(expected, actual); } [Test] public void VolumeShareSlippageModel_HighVolumeTest() { // These are the default values for the VolumeShareSlippageModel var priceImpact = 0.1m; var volumeLimit = 0.025m; var model = new VolumeShareSlippageModel(); // High volume: volume > volumeLimit x order.Quantity var volume = 100; var volumeShare = _equityBuyOrder.Quantity / (decimal)volume; Assert.Greater(volume, volumeLimit * _equityBuyOrder.Quantity); _equity.SetMarketPrice(new TradeBar(DateTime.Now, Symbols.SPY, 100m, 100m, 100m, 100m, volume)); var expected = _equity.Price * priceImpact * volumeShare * volumeShare; var actual = model.GetSlippageApproximation(_equity, _equityBuyOrder); Assert.AreEqual(expected, actual); } [Test] public void VolumeShareSlippageModel_ForexTest() { var model = new VolumeShareSlippageModel(); // Since FX/CFD often have zero volume, the model returns zero slippage var expected = 0; var actual = model.GetSlippageApproximation(_forex, _forexBuyOrder); Assert.AreEqual(expected, actual); } [Test] public void AlphaStreamsSlippageModel_EquityTest() { decimal slippagePercent = 0.0001m; var model = new AlphaStreamsSlippageModel(); var expected = _equity.Price * slippagePercent; var actual = model.GetSlippageApproximation(_equity, _equityBuyOrder); Assert.AreEqual(expected, actual); } [Test] public void AlphaStreamsSlippageModel_ForexTest() { var model = new AlphaStreamsSlippageModel(); var expected = 0; var actual = model.GetSlippageApproximation(_forex, _forexBuyOrder); Assert.AreEqual(expected, actual); } } }