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DataBentoDataQueueHandlerTests.cs
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234 lines (199 loc) · 8.44 KB
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/*
* QUANTCONNECT.COM - Democratizing Finance, Empowering Individuals.
* Lean Algorithmic Trading Engine v2.0. Copyright 2026 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.Text;
using NUnit.Framework;
using System.Threading;
using QuantConnect.Util;
using QuantConnect.Data;
using QuantConnect.Logging;
using System.Threading.Tasks;
using QuantConnect.Securities;
using QuantConnect.Data.Market;
using System.Collections.Generic;
using QuantConnect.Lean.Engine.DataFeeds.Enumerators;
namespace QuantConnect.Lean.DataSource.DataBento.Tests;
[TestFixture]
public class DataBentoDataQueueHandlerTests
{
private DataBentoDataProvider _dataProvider;
private CancellationTokenSource _cancellationTokenSource;
[SetUp]
public void SetUp()
{
_cancellationTokenSource = new();
_dataProvider = new();
}
[TearDown]
public void TearDown()
{
_cancellationTokenSource?.Cancel();
_cancellationTokenSource.DisposeSafely();
_dataProvider?.DisposeSafely();
}
private static IEnumerable<TestCaseData> TestParameters
{
get
{
var sp500EMiniMarch = Symbol.CreateFuture(Futures.Indices.SP500EMini, Market.CME, new(2026, 03, 20));
yield return new TestCaseData(new Symbol[] { sp500EMiniMarch }, Resolution.Second);
}
}
[Test, TestCaseSource(nameof(TestParameters))]
public void CanSubscribeAndUnsubscribeOnDifferentResolution(Symbol[] symbols, Resolution resolution)
{
var configs = new List<SubscriptionDataConfig>();
var dataFromEnumerator = new Dictionary<Symbol, Dictionary<Type, int>>();
foreach (var symbol in symbols)
{
dataFromEnumerator[symbol] = new Dictionary<Type, int>();
foreach (var config in GetSubscriptionDataConfigs(symbol, resolution))
{
configs.Add(config);
var tickType = config.TickType switch
{
TickType.Quote => typeof(QuoteBar),
TickType.Trade => typeof(TradeBar),
_ => throw new NotImplementedException()
};
dataFromEnumerator[symbol][tickType] = 0;
}
}
Assert.That(configs, Is.Not.Empty);
Action<BaseData> callback = (dataPoint) =>
{
if (dataPoint == null)
{
return;
}
switch (dataPoint)
{
case TradeBar tb:
dataFromEnumerator[tb.Symbol][typeof(TradeBar)] += 1;
break;
case QuoteBar qb:
Assert.GreaterOrEqual(qb.Ask.Open, qb.Bid.Open, $"QuoteBar validation failed for {qb.Symbol}: Ask.Open ({qb.Ask.Open}) <= Bid.Open ({qb.Bid.Open}). Full data: {DisplayBaseData(qb)}");
Assert.GreaterOrEqual(qb.Ask.High, qb.Bid.High, $"QuoteBar validation failed for {qb.Symbol}: Ask.High ({qb.Ask.High}) <= Bid.High ({qb.Bid.High}). Full data: {DisplayBaseData(qb)}");
Assert.GreaterOrEqual(qb.Ask.Low, qb.Bid.Low, $"QuoteBar validation failed for {qb.Symbol}: Ask.Low ({qb.Ask.Low}) <= Bid.Low ({qb.Bid.Low}). Full data: {DisplayBaseData(qb)}");
Assert.GreaterOrEqual(qb.Ask.Close, qb.Bid.Close, $"QuoteBar validation failed for {qb.Symbol}: Ask.Close ({qb.Ask.Close}) <= Bid.Close ({qb.Bid.Close}). Full data: {DisplayBaseData(qb)}");
dataFromEnumerator[qb.Symbol][typeof(QuoteBar)] += 1;
break;
}
;
};
foreach (var config in configs)
{
ProcessFeed(_dataProvider.Subscribe(config, (sender, args) =>
{
var dataPoint = ((NewDataAvailableEventArgs)args).DataPoint;
Log.Trace($"{dataPoint}. Time span: {dataPoint.Time} - {dataPoint.EndTime}");
}), _cancellationTokenSource.Token, callback: callback);
}
Thread.Sleep(TimeSpan.FromSeconds(120));
Log.Trace("Unsubscribing symbols");
foreach (var config in configs)
{
_dataProvider.Unsubscribe(config);
}
Thread.Sleep(TimeSpan.FromSeconds(5));
_cancellationTokenSource.Cancel();
var str = new StringBuilder();
str.AppendLine($"{nameof(DataBentoDataQueueHandlerTests)}.{nameof(CanSubscribeAndUnsubscribeOnDifferentResolution)}: ***** Summary *****");
foreach (var symbol in symbols)
{
str.AppendLine($"Input parameters: ticker:{symbol} | securityType:{symbol.SecurityType} | resolution:{resolution}");
foreach (var tickType in dataFromEnumerator[symbol])
{
str.AppendLine($"[{tickType.Key}] = {tickType.Value}");
if (symbol.SecurityType != SecurityType.Index)
{
Assert.Greater(tickType.Value, 0);
}
// The ThetaData returns TradeBar seldom. Perhaps should find more relevant ticker.
Assert.GreaterOrEqual(tickType.Value, 0);
}
str.AppendLine(new string('-', 30));
}
Log.Trace(str.ToString());
}
private static string DisplayBaseData(BaseData item)
{
switch (item)
{
case TradeBar tradeBar:
return $"Data Type: {item.DataType} | " + tradeBar.ToString() + $" Time: {tradeBar.Time}, EndTime: {tradeBar.EndTime}";
default:
return $"DEFAULT: Data Type: {item.DataType} | Time: {item.Time} | End Time: {item.EndTime} | Symbol: {item.Symbol} | Price: {item.Price} | IsFillForward: {item.IsFillForward}";
}
}
private static IEnumerable<SubscriptionDataConfig> GetSubscriptionDataConfigs(Symbol symbol, Resolution resolution)
{
yield return GetSubscriptionDataConfig<TradeBar>(symbol, resolution);
yield return GetSubscriptionDataConfig<QuoteBar>(symbol, resolution);
}
public static IEnumerable<SubscriptionDataConfig> GetSubscriptionTickDataConfigs(Symbol symbol)
{
yield return new SubscriptionDataConfig(GetSubscriptionDataConfig<Tick>(symbol, Resolution.Tick), tickType: TickType.Trade);
yield return new SubscriptionDataConfig(GetSubscriptionDataConfig<Tick>(symbol, Resolution.Tick), tickType: TickType.Quote);
}
private static SubscriptionDataConfig GetSubscriptionDataConfig<T>(Symbol symbol, Resolution resolution)
{
return new SubscriptionDataConfig(
typeof(T),
symbol,
resolution,
TimeZones.Utc,
TimeZones.Utc,
true,
extendedHours: false,
false);
}
private Task ProcessFeed(
IEnumerator<BaseData> enumerator,
CancellationToken cancellationToken,
int cancellationTokenDelayMilliseconds = 100,
Action<BaseData> callback = null,
Action throwExceptionCallback = null)
{
return Task.Factory.StartNew(() =>
{
try
{
while (enumerator.MoveNext() && !cancellationToken.IsCancellationRequested)
{
BaseData tick = enumerator.Current;
if (tick != null)
{
callback?.Invoke(tick);
}
cancellationToken.WaitHandle.WaitOne(TimeSpan.FromMilliseconds(cancellationTokenDelayMilliseconds));
}
}
catch (Exception ex)
{
Log.Debug($"{nameof(DataBentoDataQueueHandlerTests)}.{nameof(ProcessFeed)}.Exception: {ex.Message}");
throw;
}
}, cancellationToken).ContinueWith(task =>
{
if (throwExceptionCallback != null)
{
throwExceptionCallback();
}
Log.Debug("The throwExceptionCallback is null.");
}, TaskContinuationOptions.OnlyOnFaulted);
}
}