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namespace RhSolutions.ML.Tests;
public class Tests
{
private static string _appPath = Path.GetDirectoryName(Environment.GetCommandLineArgs()[0]) ?? ".";
private static string _dataPath = Path.Combine(_appPath, "..", "..", "..", "..", "Models", "model.zip");
private MLContext _mlContext;
private PredictionEngine<Product, TypePrediction> _predEngine;
[SetUp]
public void Setup()
{
_mlContext = new MLContext(seed: 0);
ITransformer loadedNodel = _mlContext.Model.Load(_dataPath, out var _);
_predEngine = _mlContext.Model.CreatePredictionEngine<Product, TypePrediction>(loadedNodel);
}
[TestCase("Гильза 16")]
[TestCase("Пресс-втулка")]
public void SleevesTest(string name)
{
Product p = new()
{
Name = name
};
var prediction = _predEngine.Predict(p);
Assert.That(prediction.Type, Is.EqualTo("Монтажная гильза"));
}
[TestCase("Тройник 20")]
[TestCase("Тройник 20-16-16")]
[TestCase("Тройник 20х20х20")]
[TestCase("Тройник 32*32*32")]
[TestCase("Тройник 50-50-32")]
public void TPieceTest(string name)
{
Product p = new()
{
Name = name
};
var prediction = _predEngine.Predict(p);
Assert.That(prediction.Type, Is.EqualTo("Тройник RAUTITAN"));
}
[TestCase("Тройник 50/50/45")]
[TestCase("Тройник 50/50/45°")]
public void WastePipeBranchTest(string name)
{
Product p = new()
{
Name = name
};
var prediction = _predEngine.Predict(p);
Assert.That(prediction.Type, Is.EqualTo("Тройник RAUPIANO"));
}
[TestCase("Муфта соединительная равнопроходная 16 PX")]
[TestCase("Муфта 16")]
[TestCase("Переход 20-16")]
[TestCase("Переходник 20-16")]
public void CouplingTest(string name)
{
Product p = new()
{
Name = name
};
var prediction = _predEngine.Predict(p);
Assert.That(prediction.Type, Is.EqualTo("Муфта соединительная"));
}
[TestCase("Переходник с наружной резьбой 20-R 3/4 RX+")]
[TestCase("Переходник 16 1/2 НР")]
[TestCase("ПНР 16")]
[TestCase("Переход НР 16 1/2")]
[TestCase("Муфта НР 16 1/2")]
public void AdapterExternalTest(string name)
{
Product p = new()
{
Name = name
};
var prediction = _predEngine.Predict(p);
Assert.That(prediction.Type, Is.EqualTo("Переходник на наружную резьбу"));
}
[TestCase("Труба stabil 16")]
[TestCase("Труба stabil")]
public void StabilPipeTest(string name)
{
Product p = new()
{
Name = name
};
var prediction = _predEngine.Predict(p);
Assert.That(prediction.Type, Is.EqualTo("Stabil"));
}
[TestCase("Труба flex 16")]
[TestCase("Труба flex")]
public void FlexPipeTest(string name)
{
Product p = new()
{
Name = name
};
var prediction = _predEngine.Predict(p);
Assert.That(prediction.Type, Is.EqualTo("Flex"));
}
[TestCase("Труба pink 16")]
[TestCase("Труба pink")]
public void PinkPipeTest(string name)
{
Product p = new()
{
Name = name
};
var prediction = _predEngine.Predict(p);
Assert.That(prediction.Type, Is.EqualTo("Pink"));
}
[TestCase("Труба канализационная")]
[TestCase("Труба 110")]
[TestCase("Труба 110 500")]
public void WastePipeTest(string name)
{
Product p = new()
{
Name = name
};
var prediction = _predEngine.Predict(p);
Assert.That(prediction.Type, Is.EqualTo("Труба RAUPIANO"));
}
}
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