Enhance validation tests for various indicators with external library comparisons

- Added detailed comments explaining the validation limitations for MMA and ZLEMA due to differences in algorithm implementations.
- Implemented validation tests for True Range against TALib and Tulip, ensuring directional agreement.
- Updated Ulcer Index validation to clarify differences in algorithmic approaches between QuanTAlib and Skender.
- Enhanced Ease of Movement tests to verify directional agreement with Tulip's EMV, noting differences in volume scaling.
- Expanded Klinger Volume Oscillator tests to validate against Skender and Tulip, focusing on directional agreement across multiple period configurations.
- Improved Negative Volume Index tests to compare percentage changes with Tulip, addressing differences in starting values.
- Updated Positive Volume Index tests to validate against Tulip, emphasizing percentage change comparisons.
- Enhanced Williams Accumulation/Distribution tests to verify directional agreement with Tulip, highlighting formula differences.
This commit is contained in:
Miha Kralj
2026-02-11 14:46:56 -08:00
parent 6d6259a47d
commit 75c6a9f135
51 changed files with 7893 additions and 1274 deletions
@@ -1,3 +1,4 @@
using Skender.Stock.Indicators;
using Xunit.Abstractions;
namespace QuanTAlib.Tests;
@@ -197,4 +198,133 @@ public sealed class DchannelValidationTests : IDisposable
_output.WriteLine("Dchannel large dataset validated");
}
[Fact]
public void Validate_Skender_Batch_UpperBand()
{
// Convention difference: Skender Donchian uses prior N bars [i-N, i-1] (excludes current bar)
// QuanTAlib Dchannel uses inclusive N bars [i-N+1, i] (includes current bar).
// Therefore: QuanTAlib[i] should match Skender[i+1] for converged values.
int[] periods = { 5, 10, 20, 50, 100 };
foreach (var period in periods)
{
var (_, qUp, _) = Dchannel.Batch(_testData.Bars, period);
var sResult = _testData.SkenderQuotes.GetDonchian(period).ToList();
int count = Math.Min(qUp.Count, sResult.Count);
int start = Math.Max(period + 1, count - 100);
for (int i = start; i < count - 1; i++)
{
double qValue = qUp[i].Value;
double? sValue = (double?)sResult[i + 1].UpperBand;
if (!sValue.HasValue)
{
continue;
}
Assert.True(
Math.Abs(qValue - sValue.Value) <= ValidationHelper.SkenderTolerance,
$"Period={period}, Mismatch at q[{i}] vs s[{i + 1}]: QuanTAlib={qValue:G17}, Skender={sValue.Value:G17}");
}
}
_output.WriteLine("Dchannel upper band validated against Skender GetDonchian (offset +1)");
}
[Fact]
public void Validate_Skender_Batch_LowerBand()
{
// Same offset convention: QuanTAlib[i] == Skender[i+1]
int[] periods = { 5, 10, 20, 50, 100 };
foreach (var period in periods)
{
var (_, _, qLo) = Dchannel.Batch(_testData.Bars, period);
var sResult = _testData.SkenderQuotes.GetDonchian(period).ToList();
int count = Math.Min(qLo.Count, sResult.Count);
int start = Math.Max(period + 1, count - 100);
for (int i = start; i < count - 1; i++)
{
double qValue = qLo[i].Value;
double? sValue = (double?)sResult[i + 1].LowerBand;
if (!sValue.HasValue)
{
continue;
}
Assert.True(
Math.Abs(qValue - sValue.Value) <= ValidationHelper.SkenderTolerance,
$"Period={period}, Mismatch at q[{i}] vs s[{i + 1}]: QuanTAlib={qValue:G17}, Skender={sValue.Value:G17}");
}
}
_output.WriteLine("Dchannel lower band validated against Skender GetDonchian (offset +1)");
}
[Fact]
public void Validate_Skender_Batch_Centerline()
{
// Same offset convention: QuanTAlib[i] == Skender[i+1]
int[] periods = { 5, 10, 20, 50, 100 };
foreach (var period in periods)
{
var (qMid, _, _) = Dchannel.Batch(_testData.Bars, period);
var sResult = _testData.SkenderQuotes.GetDonchian(period).ToList();
int count = Math.Min(qMid.Count, sResult.Count);
int start = Math.Max(period + 1, count - 100);
for (int i = start; i < count - 1; i++)
{
double qValue = qMid[i].Value;
double? sValue = (double?)sResult[i + 1].Centerline;
if (!sValue.HasValue)
{
continue;
}
Assert.True(
Math.Abs(qValue - sValue.Value) <= ValidationHelper.SkenderTolerance,
$"Period={period}, Mismatch at q[{i}] vs s[{i + 1}]: QuanTAlib={qValue:G17}, Skender={sValue.Value:G17}");
}
}
_output.WriteLine("Dchannel centerline validated against Skender GetDonchian (offset +1)");
}
[Fact]
public void Validate_Skender_Streaming_UpperBand()
{
// Same offset convention: QuanTAlib[i] == Skender[i+1]
int[] periods = { 10, 20, 50 };
foreach (var period in periods)
{
var dchannel = new Dchannel(period);
var qUpResults = new TSeries();
foreach (var bar in _testData.Bars)
{
dchannel.Update(bar);
qUpResults.Add(dchannel.Upper);
}
var sResult = _testData.SkenderQuotes.GetDonchian(period).ToList();
int count = Math.Min(qUpResults.Count, sResult.Count);
int start = Math.Max(period + 1, count - 100);
for (int i = start; i < count - 1; i++)
{
double qValue = qUpResults[i].Value;
double? sValue = (double?)sResult[i + 1].UpperBand;
if (!sValue.HasValue)
{
continue;
}
Assert.True(
Math.Abs(qValue - sValue.Value) <= ValidationHelper.SkenderTolerance,
$"Period={period}, Mismatch at q[{i}] vs s[{i + 1}]: QuanTAlib={qValue:G17}, Skender={sValue.Value:G17}");
}
}
_output.WriteLine("Dchannel streaming upper band validated against Skender GetDonchian (offset +1)");
}
}