public SocketOperationsImpl(EntityCache <CustomSocket> socketCache, EntityCache <SocketGroup> socketGroupCache,
SocketExchange.SocketExchangeClient client, SocketOperationsOptions options)
{
_client = client;
_socketCache = socketCache;
_socketGroupCache = socketGroupCache;
_options = options;
var sockets = _socketCache.GetAll();
var productionRulesGenerator = new ProductionRulesGenerator();
var logicRulesGenerator = new LogicRulesGenerator();
var fuzzyRulesGenerator = new FuzzyRulesGenerator();
var neuralRulesGenerator = new NeuralRulesGenerator();
// Продукционный вывод
var rulesGraph = productionRulesGenerator.GenerateRules(sockets);
// Логический вывод
var logicRules = logicRulesGenerator.GenerateRules(sockets);
// Нечеткий вывод
var fuzzyDomains = fuzzyRulesGenerator.GetFuzzyDomains(sockets);
var fuzzyFacts = fuzzyRulesGenerator.GetFuzzyFacts(fuzzyDomains, sockets);
// Нейро-нечеткий вывод
var neuralNetwork = neuralRulesGenerator.GetNeuralNetwork(sockets);
var processorOptions = new ProcessorOptions {
Debug = _options.Debug
};
_productionProcessor = new ProductionProcessor(rulesGraph, processorOptions);
_logicProcessor = new LogicProcessor(logicRules, processorOptions);
_fuzzyProcessor = new FuzzyProcessor(fuzzyDomains, fuzzyFacts, processorOptions);
_neuralProcessor = new NeuralProcessor(neuralNetwork, processorOptions);
}
/// <summary>
/// Calculate score, sort and visualize rtf field. Upper/Lower cases are not considered.
/// </summary>
/// <param name="searchPattern">The pattern the search was for</param>
/// <param name="fuzzyAlgo"></param>
public static void CalulateAndSort(string searchPattern, FuzzyAlgo fuzzyAlgo = FuzzyAlgo.PhraseSimilarity)
{
switch (fuzzyAlgo)
{
case FuzzyAlgo.LongestCommonSubsequences:
LongestCommonSubsequenceExtensions(searchPattern);
break;
case FuzzyAlgo.PhraseSimilarity:
var processor = new FuzzyProcessor();
foreach (SearchItem item in _staticAllSearches)
{
item.Score = processor.CalculateRank(item.Name, searchPattern);
}
// sort list according to score of each line (score against pattern)
_staticAllSearches = _staticAllSearches.OrderByDescending(a => a.Score).ToList();
// Algorithm without valuable result
DataTable dt = _staticAllSearches.ToDataTable();
if (_staticAllSearches.Count > 0 && _staticAllSearches[0].Score < 0.1)
{
LongestCommonSubsequenceExtensions(searchPattern);
}
//var auto completion = new Processor(_staticAllSearches);
//var lst = autocompletion.Search(searchPattern);
break;
}
}
public FuzzyRulesProcessorTest(ITestOutputHelper outputHelper)
{
var generator = new FuzzyRulesGenerator();
var sockets = TestData.GetSockets();
var fuzzyDomains = generator.GetFuzzyDomains(sockets);
var fuzzyFacts = generator.GetFuzzyFacts(fuzzyDomains, sockets);
_output = outputHelper;
_processor = new FuzzyProcessor(fuzzyDomains, fuzzyFacts, new ProcessorOptions {
Debug = false
});
}
