public DocumentAnomalyDetector(DocumentBlock document, IAnomalyFilterFactory factory, IDocumentReconstructor reconstructor, int windowSize = 3)
{
this.document = document ?? throw new ArgumentNullException(nameof(document));
this.factory = factory ?? throw new ArgumentNullException(nameof(factory));
this.reconstructor = reconstructor ?? throw new ArgumentNullException(nameof(reconstructor));
WindowSize = windowSize;
}
public SvmModelStorage(ILoggerFactory factory, IDocumentVectorSource vectorSource, IDocumentReconstructor reconstructor)
{
this.vectorSource = vectorSource ?? throw new ArgumentNullException(nameof(vectorSource));
this.factory = factory ?? throw new ArgumentNullException(nameof(factory));
this.reconstructor = reconstructor ?? throw new ArgumentNullException(nameof(reconstructor));
logger = factory.CreateLogger <SvmModelStorage>();
}
public void SetUp()
{
loggerFactory = new NullLoggerFactory();
vectorSource = new EmbeddingVectorSource(WordModel.Load(Path.Combine(TestContext.CurrentContext.TestDirectory, @"Data\model.bin")));
documentReconstructor = new DocumentReconstructor();
documents = JsonConvert.DeserializeObject <Document[]>(File.ReadAllText(Path.Combine(TestContext.CurrentContext.TestDirectory, "Data", "docs.json")));
instance = CreateModelStorage();
}
public SvmModelStorageFactory(ILoggerFactory factory, IDocumentVectorSource vectorSource, IDocumentReconstructor reconstructor, StorageConfig config)
{
this.factory = factory ?? throw new ArgumentNullException(nameof(factory));
this.vectorSource = vectorSource ?? throw new ArgumentNullException(nameof(vectorSource));
this.reconstructor = reconstructor ?? throw new ArgumentNullException(nameof(reconstructor));
this.config = config ?? throw new ArgumentNullException(nameof(config));
if (config.Location == null)
{
throw new ArgumentNullException(nameof(config.Location));
}
}