/// <summary>
/// Prepares everything for operation
/// </summary>
/// <param name="settings">The settings.</param>
/// <param name="_notes">The notes.</param>
/// <param name="logger">The logger.</param>
public void DeploySettings(CorpusPlaneMethodSettings corpusSettings, FeatureVectorConstructorSettings __constructorSettings, ToolkitExperimentNotes _notes, ILogBuilder logger)
{
DeploySettingsBase(_notes);
stemmer = TypeProviders.stemmerTypes.GetInstance(corpusSettings.stemmer);
tokenizer = TypeProviders.tokenizerTypes.GetInstance(corpusSettings.tokenizer);
if (!corpusSettings.transliterationRuleSetId.isNullOrEmpty())
{
transliteration = Transliteration.ruleSet.transliteration.GetTransliterationPairSet(corpusSettings.transliterationRuleSetId);
}
filter = corpusSettings.filter.CloneViaXML(logger);
filter.Deploy(logger);
filter.Describe(logger);
blender = corpusSettings.blender.CloneViaXML(logger);
blender.Describe(logger);
weightModel = corpusSettings.WeightModel.CloneViaXML(logger);
weightModel.Deploy(logger);
weightModel.Describe(logger);
if (__constructorSettings != null)
{
constructorSettings = __constructorSettings.CloneViaXML(logger);
}
// Describe(_notes);
CloseDeploySettingsBase();
}
/// <summary>
/// Deploysterm based dimensions
/// </summary>
/// <param name="settings">The settings.</param>
/// <param name="selectedFeatures">The selected features.</param>
public void Deploy(FeatureVectorConstructorSettings settings, List <String> selectedTokens)
{
foreach (dimensionSpecification ld in settings.featureDimensions)
{
foreach (var entry in selectedTokens)
{
FeatureSpaceDimensionTerm dimensionTerm = new FeatureSpaceDimensionTerm(entry);
dimensionFunctionSet.Add(dimensionTerm);
}
}
}
/// <summary>
/// Deploys the specified settings.
/// </summary>
/// <param name="settings">The settings.</param>
/// <param name="vectorSpace">The vector space.</param>
public void Deploy(FeatureVectorConstructorSettings settings, VectorSpace vectorSpace)
{
// dimensionFunctionSet = new List<FeatureSpaceDimensionBase>();
// creates instances of dimension value providers - for each label in the vector space
foreach (dimensionSpecification ld in settings.labelDimensions)
{
foreach (VectorLabel label in vectorSpace.labels)
{
FeatureSpaceDimensionSimilarity dimensionInstance = new FeatureSpaceDimensionSimilarity();
IVectorSimilarityFunction functionInstance = (IVectorSimilarityFunction)TypeProviders.similarityFunctions.GetInstance(ld.functionName);
IVector classVector = vectorSpace.labels.First(x => x.name == label.name);
dimensionInstance.similarityFunction = functionInstance;
dimensionInstance.classVector = classVector;
dimensionFunctionSet.Add(dimensionInstance);
}
}
}
/// <summary>
/// Initializes a new instance of the <see cref="OperationCorpusEngine"/> class.
/// </summary>
/// <param name="settings">The settings.</param>
/// <param name="_notes">The notes.</param>
/// <param name="logger">The logger.</param>
public OperationCorpusEngine(CorpusPlaneMethodSettings corpusSettings, FeatureVectorConstructorSettings __constructorSettings, ToolkitExperimentNotes _notes, ILogBuilder logger)
{
DeploySettings(corpusSettings, __constructorSettings, _notes, logger);
}
