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quantconnect--lean/Tests/Indicators/SimpleMovingAverageTests.cs
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2026-07-13 13:02:50 +08:00

88 lines
2.9 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.Collections.Generic;
using System.Linq;
using NUnit.Framework;
using QuantConnect.Indicators;
namespace QuantConnect.Tests.Indicators
{
[TestFixture]
public class SimpleMovingAverageTests : CommonIndicatorTests<IndicatorDataPoint>
{
protected override IndicatorBase<IndicatorDataPoint> CreateIndicator()
{
return new SimpleMovingAverage(14);
}
protected override string TestFileName => "spy_with_indicators.txt";
protected override string TestColumnName => "SMA14";
protected override Action<IndicatorBase<IndicatorDataPoint>, double> Assertion
{
get { return (indicator, expected) => Assert.AreEqual(expected, (double)indicator.Current.Value, 1e-2); }
}
[Test]
public void SmaComputesCorrectly()
{
var sma = new SimpleMovingAverage(4);
var data = new[] {1m, 10m, 100m, 1000m, 10000m, 1234m, 56789m};
var seen = new List<decimal>();
for (int i = 0; i < data.Length; i++)
{
var datum = data[i];
seen.Add(datum);
sma.Update(new IndicatorDataPoint(DateTime.Now.AddSeconds(i), datum));
Assert.AreEqual(Enumerable.Reverse(seen).Take(sma.Period).Average(), sma.Current.Value);
}
}
[Test]
public void IsReadyAfterPeriodUpdates()
{
var sma = new SimpleMovingAverage(3);
sma.Update(DateTime.UtcNow, 1m);
sma.Update(DateTime.UtcNow, 1m);
Assert.IsFalse(sma.IsReady);
sma.Update(DateTime.UtcNow, 1m);
Assert.IsTrue(sma.IsReady);
}
[Test]
public override void ResetsProperly()
{
var sma = new SimpleMovingAverage(3);
foreach (var data in TestHelper.GetDataStream(4))
{
sma.Update(data);
}
Assert.IsTrue(sma.IsReady);
sma.Reset();
TestHelper.AssertIndicatorIsInDefaultState(sma);
TestHelper.AssertIndicatorIsInDefaultState(sma.RollingSum);
sma.Update(DateTime.UtcNow, 2.0m);
Assert.AreEqual(sma.Current.Value, 2.0m);
}
}
}