public static List <double> VectoriseStandardInput(string standardInput, string featureFile)
{
var featuresIdf = Bow_tfidf.GetFeaturesIdf(featureFile);
var result = VectoriseInput(standardInput, featuresIdf);
return(result);
}
public static void GenerateTFIDFMatrix(string inputFile, string processedFile, string featureFile, string outputFile)
{
// Pre-processing text
var vectors = new List <Vector>();
bool hasValueType = true;
List <string> input = FileIO.ReadFileIntoVector(inputFile, out vectors, hasValueType);
var output = StringHelper.ReproduceText(vectors, ConfigurationManager.AppSettings.Get("StopWordFile"));
FileIO.WriteFile(output, processedFile);
// Extract features
Bow_tfidf.CreateFeatureList(processedFile, featureFile);
// Calculate tf_idf
//var watch = System.Diagnostics.Stopwatch.StartNew();
Bow_tfidf.BoW_tfidf(processedFile, outputFile, featureFile, ConfigurationManager.AppSettings.Get("RoundFile"));
//watch.Stop();
//var elapsedMs = watch.ElapsedMilliseconds;
//Console.WriteLine(elapsedMs);
}
static void Main(string[] args)
{
String inputFile = "../../raw_text.txt";
string processedTextFile = "../../processedFile.txt";
string featureFile = "../../featureList.txt";
String roundFile = "../../round.txt";
String outputFile = "../../output.txt";
String stopWordFile = "../../stop-words.txt";
String searchFile = "../../search.txt";
String similarDocFile = "../../similarDocuments.txt";
List <String> list = new List <string>();
// FileIO file = new FileIO();
// Pre-processing text
var vectors = new List <Vector>();
bool hasValueType = true;
List <string> input = FileIO.ReadFileIntoVector(inputFile, out vectors, hasValueType);
var output = StringHelper.ReproduceText(vectors, stopWordFile);
FileIO.WriteFile(output, processedTextFile);
// Extract features
Bow_tfidf.CreateFeatureList(processedTextFile, featureFile);
// Calculate tf_idf
Bow_tfidf.BoW_tfidf(processedTextFile, outputFile, featureFile, roundFile);
//var result = Bow_tfidf.tf_idf(vectors, featureFile);
// Search similar documents
//var similarDocs = Vector.Search(searchFile);
//// Wrire similar documents to file
//using (StreamWriter wr = new StreamWriter(similarDocFile))
//{
// foreach (var doc in similarDocs)
// {
// wr.WriteLine(doc.Key + ' ' + doc.Value);
// }
//}
}