public async void ImageClassifierWorkerPoolSmokeTest()
{
var configuration = new ImageClassifierConfiguration
{
ClassifierType = "MNISTClassifier",
ImageHeight = 28, ImageWidth = 28,
Labels = new[] { "0", "1", "2", "3", "4", "5", "6", "7", "8", "9" },
PathToModel = "TestData/traced_model.pt"
};
var factory = new ImageClassifierFactory();
var pool = new ImageClassifierWorkerPool(factory, configuration, 5);
using var source = new CancellationTokenSource();
await pool.StartWorkers(source.Token);
var image = Image.FromFile("TestData/seven.png");
var results = new List <Task <string> >();
for (var i = 0; i < 100; i++)
{
results.Add(pool.Classify(image));
}
var labels = new[] { "0", "1", "2", "3", "4", "5", "6", "7", "8", "9" };
foreach (var taskResult in results)
{
Assert.Contains(await taskResult, labels);
}
source.Cancel();
await pool.StopWorkers();
}
public async void ImageClassifierServiceSmokeTest()
{
var configuration = new ConfigurationBuilder()
.SetBasePath(Directory.GetCurrentDirectory())
.AddJsonFile("TestData/appsettings.json", optional: false, reloadOnChange: true);
var factory = new ImageClassifierFactory();
using var service = new ImageClassifierService(new NullLogger <ImageClassifierService>(), factory,
configuration.Build());
await service.StartAsync(default);
public void UnknowClassifierTypeExceptionThrownTest()
{
var configuration = new ImageClassifierConfiguration
{
ClassifierType = "Unknown",
ImageHeight = 28, ImageWidth = 28,
Labels = new[] { "0", "1", "2", "3", "4", "5", "6", "7", "8", "9" },
PathToModel = "TestData/traced_model.pt"
};
var factory = new ImageClassifierFactory();
Assert.Throws <UnknownClassifierTypeException>(() => factory.GetClassifier(configuration));
}
public void SmokeTestClassifierFactory()
{
var configuration = new ImageClassifierConfiguration
{
ClassifierType = "MNISTClassifier",
ImageHeight = 28, ImageWidth = 28,
Labels = new[] { "0", "1", "2", "3", "4", "5", "6", "7", "8", "9" },
PathToModel = "TestData/traced_model.pt"
};
var factory = new ImageClassifierFactory();
var classifier = factory.GetClassifier(configuration);
Assert.IsType <MnistImageClassifier>(classifier);
}
