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quantconnect--lean/Tests/Algorithm/Framework/Alphas/BasePairsTradingAlphaModelTests.cs
T
2026-07-13 13:02:50 +08:00

66 lines
2.5 KiB
C#

/*
* 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<Insight> ExpectedInsights()
{
Assert.Ignore("The CommonAlphaModelTests need to be refactored to support multiple securities with different prices for each security");
return null;
}
}
}