public IServiceCollection ConfigureServices(IServiceCollection services)
{
services.AddSingleton <IWordsDictionary, BasicEnglishDictionary>();
services.AddSingleton <INRCDictionary>(ctx =>
{
var dictionary = new NRCDictionary();
dictionary.Load();
return(dictionary);
});
services.AddSingleton <ISentenceTokenizerFactory, SentenceTokenizerFactory>();
services.AddSingleton <IPOSTagger, NaivePOSTagger>();
services.AddSingleton <BNCList>();
services.AddSingleton <IPosTagResolver>(ctx => ctx.GetService <BNCList>());
services.AddSingleton <IWordFrequencyList>(ctx => ctx.GetService <BNCList>());
services.AddSingleton(ctx => WordTypeResolver.Instance);
services.AddSingleton <IMessageCleanup>(ctx =>
{
var item = new MessageCleanup();
item.CleanCashTags = false;
item.LowerCase = false;
return(item);
});
services.AddSingleton <IRawTextExtractor, RawWordExtractor>();
services.AddSingleton <IMemoryCache>(ctx => new MemoryCache(new MemoryCacheOptions()));
return(services);
}
private void SetupAnomaly(ContainerBuilder builder)
{
logger.LogInformation("Setting up lexicon libraries");
var tagger = new NaivePOSTagger(new BNCList(), WordTypeResolver.Instance);
builder.RegisterInstance(tagger).As <IPOSTagger>();
var dictionary = new NRCDictionary();
dictionary.Load();
builder.RegisterInstance(dictionary).As <INRCDictionary>();
var inquirer = new InquirerManager();
inquirer.Load();
builder.RegisterInstance(inquirer).As <IInquirerManager>();
builder.RegisterType <FrequencyListManager>().As <IFrequencyListManager>().SingleInstance();
builder.RegisterType <StyleFactory>().As <IStyleFactory>();
builder.RegisterType <AnomalyFactory>().As <IAnomalyFactory>();
builder.RegisterType <SupervisedAnomaly>().As <ISupervisedAnomaly>();
builder.RegisterType <DocumentReconstructor>().As <IDocumentReconstructor>();
builder.RegisterType <DocumentExtractor>().As <IDocumentExtractor>();
builder.RegisterType <EmbeddingVectorSource>().As <IDocumentVectorSource>();
builder.RegisterType <SvmModelStorageFactory>().As <IModelStorageFactory>();
logger.LogInformation("Downloading model...");
var model = new Uri(Configuration["Anomaly:model"]);
new DataDownloader(loggerFactory).DownloadFile(model, "resources").Wait();
builder.Register(context => WordModel.Load("resources/model.bin")).SingleInstance();
}
public void Setup()
{
PosTagger = new NaivePOSTagger(new BNCList(), WordTypeResolver.Instance);
Dictionary = new NRCDictionary();
Dictionary.Load();
var inquirer = new InquirerManager();
inquirer.Load();
StyleFactory = new StyleFactory(PosTagger, new NRCDictionary(), new FrequencyListManager(), inquirer);
var factory = new SentenceTokenizerFactory(PosTagger, new RawWordExtractor(new BasicEnglishDictionary(), new MemoryCache(new MemoryCacheOptions())));
Extraction = new SimpleWordsExtraction(factory.Create(true, false));
}
public NRCDictionaryTests()
{
dictionary = new NRCDictionary();
dictionary.Load();
}