/* * 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.Collections.Generic; using NUnit.Framework; using Python.Runtime; using QuantConnect.Algorithm; using QuantConnect.Algorithm.Framework.Alphas; using QuantConnect.Algorithm.Framework.Selection; namespace QuantConnect.Tests.Algorithm.Framework.Alphas { [TestFixture] public class BasePairsTradingAlphaModelTests : CommonAlphaModelTests { private const int _lookback = 15; private const Resolution _resolution = Resolution.Minute; protected override int MaxSliceCount => 1500; protected override IAlphaModel CreateCSharpAlphaModel() { return new BasePairsTradingAlphaModel(_lookback, _resolution); } protected override void InitializeAlgorithm(QCAlgorithm algorithm) { algorithm.SetUniverseSelection(new ManualUniverseSelectionModel( Symbol.Create("AIG", SecurityType.Equity, Market.USA), Symbol.Create("BAC", SecurityType.Equity, Market.USA))); } protected override string GetExpectedModelName(IAlphaModel model) { return $"{nameof(BasePairsTradingAlphaModel)}({_lookback},{_resolution},1)"; } protected override IAlphaModel CreatePythonAlphaModel() { using (Py.GIL()) { dynamic model = Py.Import("BasePairsTradingAlphaModel").GetAttr("BasePairsTradingAlphaModel"); var instance = model(_lookback, _resolution); return new AlphaModelPythonWrapper(instance); } } protected override IEnumerable ExpectedInsights() { Assert.Ignore("The CommonAlphaModelTests need to be refactored to support multiple securities with different prices for each security"); return null; } } }