Files
quantconnect--lean/Tests/Engine/DataFeeds/BaseDataCollectionAggregatorReaderTests.cs
2026-07-13 13:02:50 +08:00

99 lines
4.3 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;
using System.Linq;
using NUnit.Framework;
using QuantConnect.Util;
using QuantConnect.Data;
using QuantConnect.Data.Market;
using QuantConnect.Lean.Engine.DataFeeds;
using QuantConnect.Data.UniverseSelection;
namespace QuantConnect.Tests.Engine.DataFeeds
{
[TestFixture, Parallelizable(ParallelScope.Fixtures)]
public class BaseDataCollectionAggregatorReaderTests
{
[TestCase(Resolution.Daily, 1, true, true)]
[TestCase( Resolution.Hour, 1, true, true)]
[TestCase(Resolution.Daily, 5849, false, true)]
[TestCase(Resolution.Hour, 40832, false, true)]
[TestCase(Resolution.Daily, 1, true, false)]
[TestCase(Resolution.Hour, 1, true, false)]
[TestCase(Resolution.Daily, 5849, false, false)]
[TestCase(Resolution.Hour, 40832, false, false)]
public void AggregatesDataPerTime(Resolution resolution, int expectedCount, bool singleDate, bool isDataEphemeral)
{
var reader = Initialize(false, resolution, isDataEphemeral, out var dataSource);
TestBaseDataCollection.SingleDate = singleDate;
var result = reader.Read(dataSource).ToList();
Assert.AreEqual(expectedCount, result.Count);
Assert.IsTrue(result.All(data => data is TestBaseDataCollection));
if (expectedCount == 1)
{
var collection = result[0] as TestBaseDataCollection;
Assert.IsNotNull(collection);
Assert.GreaterOrEqual(collection.Data.Count, 5000);
Assert.AreEqual(expectedCount, collection.Data.DistinctBy(data => data.Time).Count());
Assert.IsTrue(collection.Data.All(x => x.Symbol == Symbols.AAPL));
}
}
private static ISubscriptionDataSourceReader Initialize(bool liveMode, Resolution resolution, bool isDataEphemeral, out SubscriptionDataSource source)
{
using var cache = new ZipDataCacheProvider(TestGlobals.DataProvider, isDataEphemeral: isDataEphemeral);
var config = new SubscriptionDataConfig(typeof(TestBaseDataCollection),
Symbols.SPY,
resolution,
TimeZones.NewYork,
TimeZones.NewYork,
false,
false,
false);
var date = DateTime.MinValue;
var path = LeanData.GenerateZipFilePath(Globals.DataFolder, config.Symbol, date, resolution, TickType.Trade);
source = new SubscriptionDataSource(path, SubscriptionTransportMedium.LocalFile);
return new BaseDataCollectionAggregatorReader(cache, config, date, liveMode, null);
}
private class TestBaseDataCollection : BaseDataCollection
{
public static volatile bool SingleDate;
private static readonly TradeBar _factory = new TradeBar();
public override BaseData Reader(SubscriptionDataConfig config, string line, DateTime date, bool isLiveMode)
{
var dataPoint = _factory.Reader(config, line, date, isLiveMode);
if (SingleDate)
{
// single day
dataPoint.Time = date;
}
// universe data collections can return data with a symbol different than the one in the configuration
dataPoint.Symbol = Symbols.AAPL;
return dataPoint;
}
public override SubscriptionDataSource GetSource(SubscriptionDataConfig config, DateTime date, bool isLiveMode)
{
return _factory.GetSource(config, date, isLiveMode);
}
}
}
}