public string Tag(string text, bool xmlOutput)
{
while (!Global.mReady)
{
Thread.Sleep(100);
}
Corpus corpus = new Corpus();
corpus.LoadFromTextSsjTokenizer(text);
int lemmaCorrect, lemmaCorrectLowercase, lemmaWords;
Global.mPosTagger.Tag(corpus, out lemmaCorrect, out lemmaCorrectLowercase, out lemmaWords, /*xmlMode=*/ false);
return(xmlOutput ? corpus.ToString("XML-MI") : corpus.ToString("TBL"));
}
static void Main(string[] args)
{
StringBuilder featuresTsv = new StringBuilder();
StringBuilder compareTsv = new StringBuilder();
featuresTsv.AppendLine("Avtor,DRB,BI,HS,HL,DRL,BI-L,HS-L,HL-L,B/P,Zn./B,Zl./B,DKB,ARI,Flesch,Fog".Replace(",", "\t"));
// setup logger
Logger logger = Logger.GetRootLogger();
logger.LocalLevel = Logger.Level.Debug;
logger.LocalOutputType = Logger.OutputType.Custom;
Logger.CustomOutput = delegate(string loggerName, Logger.Level level, string funcName, Exception e, string message, object[] msgArgs) {
Console.WriteLine(message, msgArgs);
};
// load POS tagger models
logger.Info("Main", "Nalagam modele za oblikoslovno analizo ...");
PartOfSpeechTagger posTagger = new PartOfSpeechTagger(POS_TAGGER_MODEL, LEMMATIZER_MODEL);
// load and preprocess texts
logger.Info("Main", "Nalagam podatke ...");
Dictionary <string, Author> authors = new Dictionary <string, Author>();
DirectoryInfo[] authorDirs = new DirectoryInfo(DATA_FOLDER).GetDirectories();//.Take(3).ToArray();
foreach (DirectoryInfo authorDir in authorDirs)
{
string authorName = authorDir.Name;
bool isTaggedAuthor = authorName.Equals(UNKNOWN_AUTHOR, StringComparison.OrdinalIgnoreCase);
logger.Info("Main", "Obravnavam avtorja \"" + authorName + "\" ...");
FileInfo[] authorFiles = authorDir.GetFiles("*.txt");
foreach (FileInfo authorFile in authorFiles)
{
string txt = File.ReadAllText(authorFile.FullName, Encoding.GetEncoding(DATA_ENCODING));
Match m = Regex.Match(txt, "^(.*?)(\r)?\n");
string title = m.Result("$1").Trim();
logger.Info("Main", "Obravnavam članek \"" + title + "\" ...");
// preprocess text
Corpus corpus = new Corpus();
corpus.LoadFromTextSsjTokenizer(txt);
posTagger.Tag(corpus);
Text text = new Text(corpus, title, authorName);
text.mIsTagged = isTaggedAuthor;
Author author;
if (!authors.TryGetValue(text.mAuthor, out author))
{
author = new Author(text.mAuthor);
author.mIsTagged = isTaggedAuthor;
author.mTexts.Add(text);
authors.Add(text.mAuthor, author);
}
else
{
author.mTexts.Add(text);
}
}
}
FunctionWordsModel fuw = new FunctionWordsModel();
fuw.Initialize(authors.Values);
FrequentWordsModel frw = new FrequentWordsModel();
frw.Initialize(authors.Values);
FrequentLemmasModel frl = new FrequentLemmasModel();
frl.Initialize(authors.Values);
CharNGramsModel cng = new CharNGramsModel();
cng.Initialize(authors.Values);
PosTagsModel pos = new PosTagsModel();
pos.Initialize(authors.Values);
string[] vecNames = new string[] { "fuw", "frw", "frl", "cng", "pos" };
ModelBase[] modelBs = new ModelBase[] { fuw, frw, frl, cng, pos };
foreach (Author author in authors.Values)
{
author.ComputeFeatures();
for (int i = 0; i < vecNames.Length; i++)
{
author.mPredictions.Add(vecNames[i], modelBs[i].mModels[author.mName].Predict(author.mFeatureVectors[vecNames[i]]));
}
}
ArrayList <Author> authorsArray = new ArrayList <Author>(authors.Values);
foreach (Author author in authorsArray)
{
foreach (string feature in new ArrayList <string>(author.mFeatures.Keys))
{
Features.GetFeatureRanking(author, authorsArray, feature);
}
}
// write results
logger.Info("Main", "Pišem rezultate ...");
foreach (string resName in "bootstrap.min.css,bootstrap.min.js,code.js,jquery.js,jquery.tablesorter.min.js,sort_asc.png,sort_both.png,sort_desc.png,styles.css".Split(','))
{
CopyToOutput(resName, OUTPUT_PATH);
}
using (StreamWriter wIdx = new StreamWriter(OUTPUT_PATH + "\\index.html", /*append=*/ false, Encoding.UTF8))
{
WriteHeader(wIdx);
wIdx.WriteLine("<h1>Rezultati analize</h1>");
int authorNum = 0;
foreach (KeyValuePair <string, Author> item in authors)
{
authorNum++;
Author author = item.Value;
wIdx.WriteLine("<h2>Avtor: {0}</h2>", HttpUtility.HtmlEncode(item.Key));
featuresTsv.Append(item.Key);
if (author.mIsTagged)
{
wIdx.WriteLine("<div class='alert alert-info'><strong>Neznani avtor.</strong> <a href='{0}'>Primerjaj z ostalimi avtorji »</a></div>", "compare_" + authorNum + ".html");
}
else
{
wIdx.WriteLine("<p><a href='{0}'>Primerjaj z ostalimi avtorji »</a></p>", "compare_" + authorNum + ".html");
}
wIdx.WriteLine("<h3>Besedila</h3>");
wIdx.WriteLine("<ul>");
foreach (Text text in item.Value.mTexts)
{
wIdx.WriteLine("<li><a href='{1}'>{0} »</a></li>", HttpUtility.HtmlEncode(text.mName), text.mHtmlFileName);
using (StreamWriter wDoc = new StreamWriter(OUTPUT_PATH + "\\" + text.mHtmlFileName, /*append=*/ false, Encoding.UTF8))
{
// write document HTML
WriteHeader(wDoc);
wDoc.WriteLine("<div class='back'><a href='index.html'>« Seznam avtorjev</a></div>");
wDoc.WriteLine("<h1>Besedilo</h1>");
wDoc.WriteLine("<h2>{0}</h2>", HttpUtility.HtmlEncode(text.mName));
wDoc.WriteLine(text.GetHtml());
wDoc.WriteLine("<h1>Značilke</h1>");
wDoc.WriteLine("<h2>Obseg besedišča</h2>");
wDoc.WriteLine("<table class='table table-bordered table-striped'>");
wDoc.WriteLine("<thead>");
wDoc.WriteLine("<tr><th>Značilka</th><th>Vrednost</th></tr>");
wDoc.WriteLine("</thead>");
wDoc.WriteLine("<tbody>");
foreach (string featureNm in "ttr,brunet,honore,hl,ttrLemma,brunetLemma,honoreLemma,hlLemma".Split(','))
{
WriteFeature(wDoc, featureNm, text.mFeatures[featureNm]);
}
wDoc.WriteLine("</tbody>");
wDoc.WriteLine("</table>");
wDoc.WriteLine("<h2>Berljivost</h2>");
wDoc.WriteLine("<table class='table table-bordered table-striped'>");
wDoc.WriteLine("<thead>");
wDoc.WriteLine("<tr><th>Značilka</th><th>Vrednost</th></tr>");
wDoc.WriteLine("</thead>");
wDoc.WriteLine("<tbody>");
foreach (string featureNm in "rWords,rChars,rSyllables,rComplex,ari,flesch,fog".Split(','))
{
WriteFeature(wDoc, featureNm, text.mFeatures[featureNm]);
}
wDoc.WriteLine("</tbody>");
wDoc.WriteLine("</table>");
wDoc.WriteLine("<h2>Funkcijske besede</h2>");
wDoc.WriteLine("<p><a href='javascript:void(0)' data-toggle='collapse' data-target='#fuw'>Seznam funkcijskih besed</a></p>");
wDoc.WriteLine("<div id='fuw' class='collapse'>");
wDoc.WriteLine("<table class='table table-bordered table-striped'>");
wDoc.WriteLine("<thead>");
wDoc.WriteLine("<tr><th>Zap. št.</th><th>Beseda</th><th>Utež</th></tr>");
wDoc.WriteLine("</thead>");
wDoc.WriteLine("<tbody>");
int i = 0;
foreach (KeyDat <double, Word> wordInfo in fuw.mBowSpace.GetKeywords(text.mFeatureVectors["fuw"]).Take(TOP_ITEMS_COUNT))
{
wDoc.WriteLine("<tr><td>{0}.</td><td>{1}</td><td>{2:0.00}</td></tr>", ++i, HttpUtility.HtmlEncode(wordInfo.Dat.Stem), wordInfo.Key);
}
wDoc.WriteLine("</tbody>");
wDoc.WriteLine("</table>");
wDoc.WriteLine("</div>");
wDoc.WriteLine("<h2>Pogoste besede</h2>");
wDoc.WriteLine("<p><a href='javascript:void(0)' data-toggle='collapse' data-target='#frw'>Seznam pogostih besed</a></p>");
wDoc.WriteLine("<div id='frw' class='collapse'>");
wDoc.WriteLine("<table class='table table-bordered table-striped'>");
wDoc.WriteLine("<thead>");
wDoc.WriteLine("<tr><th>Zap. št.</th><th>Beseda</th><th>Utež</th></tr>");
wDoc.WriteLine("</thead>");
wDoc.WriteLine("<tbody>");
i = 0;
foreach (KeyDat <double, Word> wordInfo in frw.mBowSpace.GetKeywords(text.mFeatureVectors["frw"]).Take(TOP_ITEMS_COUNT))
{
wDoc.WriteLine("<tr><td>{0}.</td><td>{1}</td><td>{2:0.00}</td></tr>", ++i, HttpUtility.HtmlEncode(wordInfo.Dat.Stem), wordInfo.Key);
}
wDoc.WriteLine("</tbody>");
wDoc.WriteLine("</table>");
wDoc.WriteLine("</div>");
wDoc.WriteLine("<h2>Pogoste leme</h2>");
wDoc.WriteLine("<p><a href='javascript:void(0)' data-toggle='collapse' data-target='#frl'>Seznam pogostih lem</a></p>");
wDoc.WriteLine("<div id='frl' class='collapse'>");
wDoc.WriteLine("<table class='table table-bordered table-striped'>");
wDoc.WriteLine("<thead>");
wDoc.WriteLine("<tr><th>Zap. št.</th><th>Lema</th><th>Utež</th></tr>");
wDoc.WriteLine("</thead>");
wDoc.WriteLine("<tbody>");
i = 0;
foreach (KeyDat <double, Word> wordInfo in frl.mBowSpace.GetKeywords(text.mFeatureVectors["frl"]).Take(TOP_ITEMS_COUNT))
{
wDoc.WriteLine("<tr><td>{0}.</td><td>{1}</td><td>{2:0.00}</td></tr>", ++i, HttpUtility.HtmlEncode(wordInfo.Dat.Stem), wordInfo.Key);
}
wDoc.WriteLine("</tbody>");
wDoc.WriteLine("</table>");
wDoc.WriteLine("</div>");
wDoc.WriteLine("<h2>Znakovna zaporedja</h2>");
wDoc.WriteLine("<p><a href='javascript:void(0)' data-toggle='collapse' data-target='#cng'>Seznam znakovnih zaporedij</a></p>");
wDoc.WriteLine("<div id='cng' class='collapse'>");
wDoc.WriteLine("<table class='table table-bordered table-striped'>");
wDoc.WriteLine("<thead>");
wDoc.WriteLine("<tr><th>Zap. št.</th><th>Zaporedje</th><th>Utež</th></tr>");
wDoc.WriteLine("</thead>");
wDoc.WriteLine("<tbody>");
i = 0;
foreach (KeyDat <double, Word> wordInfo in cng.mBowSpace.GetKeywords(text.mFeatureVectors["cng"]).Take(TOP_ITEMS_COUNT))
{
wDoc.WriteLine("<tr><td>{0}.</td><td>{1}</td><td>{2:0.00}</td></tr>", ++i, HttpUtility.HtmlEncode(wordInfo.Dat.Stem), wordInfo.Key);
}
wDoc.WriteLine("</tbody>");
wDoc.WriteLine("</table>");
wDoc.WriteLine("</div>");
wDoc.WriteLine("<h2>Oblikoslovne oznake</h2>");
wDoc.WriteLine("<p><a href='javascript:void(0)' data-toggle='collapse' data-target='#pos'>Seznam oblikoslovnih oznak</a></p>");
wDoc.WriteLine("<div id='pos' class='collapse'>");
wDoc.WriteLine("<table class='table table-bordered table-striped'>");
wDoc.WriteLine("<thead>");
wDoc.WriteLine("<tr><th>Zap. št.</th><th>Zaporedje</th><th>Utež</th></tr>");
wDoc.WriteLine("</thead>");
wDoc.WriteLine("<tbody>");
i = 0;
foreach (KeyDat <double, Word> wordInfo in pos.mBowSpace.GetKeywords(text.mFeatureVectors["pos"]).Take(TOP_ITEMS_COUNT))
{
wDoc.WriteLine("<tr><td>{0}.</td><td>{1}</td><td>{2:0.00}</td></tr>", ++i, HttpUtility.HtmlEncode(wordInfo.Dat.Stem), wordInfo.Key);
}
wDoc.WriteLine("</tbody>");
wDoc.WriteLine("</table>");
wDoc.WriteLine("</div>");
WriteFooter(wDoc);
}
}
wIdx.WriteLine("</ul>");
wIdx.WriteLine("<h3>Značilke</h3>");
wIdx.WriteLine("<h4>Obseg besedišča</h4>");
wIdx.WriteLine("<table class='table table-bordered table-striped'>");
wIdx.WriteLine("<thead>");
wIdx.WriteLine("<tr><th>Značilka</th><th>Vrednost</th><th>Std. odklon</th></tr>");
wIdx.WriteLine("</thead>");
wIdx.WriteLine("<tbody>");
foreach (string featureNm in "ttr,brunet,honore,hl,ttrLemma,brunetLemma,honoreLemma,hlLemma".Split(','))
{
WriteFeature(wIdx, featureNm, author.GetAvg(featureNm), author.GetStdDev(featureNm));
featuresTsv.Append("\t" + author.GetAvg(featureNm));
}
wIdx.WriteLine("</tbody>");
wIdx.WriteLine("</table>");
wIdx.WriteLine("<h4>Berljivost</h4>");
wIdx.WriteLine("<table class='table table-bordered table-striped'>");
wIdx.WriteLine("<thead>");
wIdx.WriteLine("<tr><th>Značilka</th><th>Vrednost</th><th>Std. odklon</th></tr>");
wIdx.WriteLine("</thead>");
wIdx.WriteLine("<tbody>");
foreach (string featureNm in "rWords,rChars,rSyllables,rComplex,ari,flesch,fog".Split(','))
{
WriteFeature(wIdx, featureNm, author.GetAvg(featureNm), author.GetStdDev(featureNm));
featuresTsv.Append("\t" + author.GetAvg(featureNm));
}
featuresTsv.AppendLine();
wIdx.WriteLine("</tbody>");
wIdx.WriteLine("</table>");
if (!author.mIsTagged)
{
wIdx.WriteLine("<h4>Razlikovalna moč značilk</h4>");
wIdx.WriteLine("<table class='tablesorter table table-bordered table-striped'>");
wIdx.WriteLine("<thead>");
wIdx.WriteLine("<tr><th>Značilka</th><th>Utež</th></tr>");
wIdx.WriteLine("</thead>");
wIdx.WriteLine("<tbody>");
foreach (string pKey in author.mFeatures.Keys.Where(x => x.StartsWith("p_")))
{
WriteFeature(wIdx, pKey.Substring(2), author.GetAvg(pKey), author.GetStdDev(pKey), /*sameCell=*/ true);
}
wIdx.WriteLine("</tbody>");
wIdx.WriteLine("</table>");
}
wIdx.WriteLine("<h4>Funkcijske besede</h4>");
wIdx.WriteLine("<p><a href='javascript:void(0)' data-toggle='collapse' data-target='#fuw_{0}'>Seznam funkcijskih besed</a></p>", authorNum);
wIdx.WriteLine("<div id='fuw_{0}' class='collapse'>", authorNum);
wIdx.WriteLine("<table class='table table-bordered table-striped'>");
wIdx.WriteLine("<thead>");
wIdx.WriteLine("<tr><th>Zap. št.</th><th>Beseda</th><th>Utež</th></tr>");
wIdx.WriteLine("</thead>");
wIdx.WriteLine("<tbody>");
int j = 0;
foreach (Pair <string, double> word in author.GetTopVectorItems("fuw", TOP_ITEMS_COUNT, fuw.mBowSpace))
{
wIdx.WriteLine("<tr><td>{0}.</td><td>{1}</td><td>{2:0.00}</td></tr>", ++j, HttpUtility.HtmlEncode(word.First), word.Second);
}
wIdx.WriteLine("</tbody>");
wIdx.WriteLine("</table>");
wIdx.WriteLine("</div>");
wIdx.WriteLine("<h4>Pogoste besede</h4>");
wIdx.WriteLine("<p><a href='javascript:void(0)' data-toggle='collapse' data-target='#frw_{0}'>Seznam pogostih besed</a></p>", authorNum);
wIdx.WriteLine("<div id='frw_{0}' class='collapse'>", authorNum);
wIdx.WriteLine("<table class='table table-bordered table-striped'>");
wIdx.WriteLine("<thead>");
wIdx.WriteLine("<tr><th>Zap. št.</th><th>Beseda</th><th>Utež</th></tr>");
wIdx.WriteLine("</thead>");
wIdx.WriteLine("<tbody>");
j = 0;
foreach (Pair <string, double> word in author.GetTopVectorItems("frw", TOP_ITEMS_COUNT, frw.mBowSpace))
{
wIdx.WriteLine("<tr><td>{0}.</td><td>{1}</td><td>{2:0.00}</td></tr>", ++j, HttpUtility.HtmlEncode(word.First), word.Second);
}
wIdx.WriteLine("</tbody>");
wIdx.WriteLine("</table>");
wIdx.WriteLine("</div>");
wIdx.WriteLine("<h4>Pogoste leme</h4>");
wIdx.WriteLine("<p><a href='javascript:void(0)' data-toggle='collapse' data-target='#frl_{0}'>Seznam pogostih lem</a></p>", authorNum);
wIdx.WriteLine("<div id='frl_{0}' class='collapse'>", authorNum);
wIdx.WriteLine("<table class='table table-bordered table-striped'>");
wIdx.WriteLine("<thead>");
wIdx.WriteLine("<tr><th>Zap. št.</th><th>Beseda</th><th>Utež</th></tr>");
wIdx.WriteLine("</thead>");
wIdx.WriteLine("<tbody>");
j = 0;
foreach (Pair <string, double> word in author.GetTopVectorItems("frl", TOP_ITEMS_COUNT, frl.mBowSpace))
{
wIdx.WriteLine("<tr><td>{0}.</td><td>{1}</td><td>{2:0.00}</td></tr>", ++j, HttpUtility.HtmlEncode(word.First), word.Second);
}
wIdx.WriteLine("</tbody>");
wIdx.WriteLine("</table>");
wIdx.WriteLine("</div>");
wIdx.WriteLine("<h4>Znakovna zaporedja</h4>");
wIdx.WriteLine("<p><a href='javascript:void(0)' data-toggle='collapse' data-target='#cng_{0}'>Seznam znakovnih zaporedij</a></p>", authorNum);
wIdx.WriteLine("<div id='cng_{0}' class='collapse'>", authorNum);
wIdx.WriteLine("<table class='table table-bordered table-striped'>");
wIdx.WriteLine("<thead>");
wIdx.WriteLine("<tr><th>Zap. št.</th><th>Zaporedje</th><th>Utež</th></tr>");
wIdx.WriteLine("</thead>");
wIdx.WriteLine("<tbody>");
j = 0;
foreach (Pair <string, double> word in author.GetTopVectorItems("cng", TOP_ITEMS_COUNT, cng.mBowSpace))
{
wIdx.WriteLine("<tr><td>{0}.</td><td>{1}</td><td>{2:0.00}</td></tr>", ++j, HttpUtility.HtmlEncode(word.First), word.Second);
}
wIdx.WriteLine("</tbody>");
wIdx.WriteLine("</table>");
wIdx.WriteLine("</table>");
wIdx.WriteLine("</div>");
wIdx.WriteLine("<h4>Oblikoslovne oznake</h4>");
wIdx.WriteLine("<p><a href='javascript:void(0)' data-toggle='collapse' data-target='#pos_{0}'>Seznam oblikoslovnih oznak</a></p>", authorNum);
wIdx.WriteLine("<div id='pos_{0}' class='collapse'>", authorNum);
wIdx.WriteLine("<table class='table table-bordered table-striped'>");
wIdx.WriteLine("<thead>");
wIdx.WriteLine("<tr><th>Zap. št.</th><th>Zaporedje</th><th>Utež</th></tr>");
wIdx.WriteLine("</thead>");
wIdx.WriteLine("<tbody>");
j = 0;
foreach (Pair <string, double> word in author.GetTopVectorItems("pos", TOP_ITEMS_COUNT, pos.mBowSpace))
{
wIdx.WriteLine("<tr><td>{0}.</td><td>{1}</td><td>{2:0.00}</td></tr>", ++j, HttpUtility.HtmlEncode(word.First), word.Second);
}
wIdx.WriteLine("</tbody>");
wIdx.WriteLine("</table>");
wIdx.WriteLine("</div>");
}
WriteFooter(wIdx);
}
// write author-compare pages
int n = 0;
foreach (Author author in authors.Values)
{
string authorCompareFileName = OUTPUT_PATH + "\\compare_" + ++n + ".html";
using (StreamWriter wAuthorCmp = new StreamWriter(authorCompareFileName, /*append=*/ false, Encoding.UTF8))
{
WriteHeader(wAuthorCmp);
wAuthorCmp.WriteLine("<div class='back'><a href='index.html'>« Seznam avtorjev</a></div>");
wAuthorCmp.WriteLine("<h1>Primerjava</h1>");
wAuthorCmp.WriteLine("<h2>Avtor: {0}</h2>", HttpUtility.HtmlEncode(author.mName));
wAuthorCmp.WriteLine("<h3>Obseg besedišča</h3>");
wAuthorCmp.WriteLine("<table class='tablesorter table table-bordered table-striped'>");
wAuthorCmp.WriteLine("<thead>");
wAuthorCmp.WriteLine("<tr><th>Avtor</th><th>DRB</th><th>BI</th><th>HS</th><th>HL</th><th>DRL</th><th>BI-L</th><th>HS-L</th><th>HL-L</th></tr>");
wAuthorCmp.WriteLine("</thead>");
wAuthorCmp.WriteLine("<tbody>");
WriteAuthorCompareTable(wAuthorCmp, authors.Values, author, "ttr,brunet,honore,hl,ttrLemma,brunetLemma,honoreLemma,hlLemma".Split(','), /*isVec=*/ false);
wAuthorCmp.WriteLine("</tbody>");
wAuthorCmp.WriteLine("</table>");
wAuthorCmp.WriteLine("<h3>Berljivost</h3>");
wAuthorCmp.WriteLine("<table class='tablesorter table table-bordered table-striped'>");
wAuthorCmp.WriteLine("<thead>");
wAuthorCmp.WriteLine("<tr><th>Avtor</th><th>B/P</th><th>Zn./B</th><th>Zl./B</th><th>DKB</th><th>ARI</th><th>Flesch</th><th>Fog</th></tr>");
wAuthorCmp.WriteLine("</thead>");
wAuthorCmp.WriteLine("<tbody>");
WriteAuthorCompareTable(wAuthorCmp, authors.Values, author, "rWords,rChars,rSyllables,rComplex,ari,flesch,fog".Split(','), /*isVec=*/ false);
wAuthorCmp.WriteLine("</tbody>");
wAuthorCmp.WriteLine("</table>");
wAuthorCmp.WriteLine("<h3>Vektorji značilk</h3>");
wAuthorCmp.WriteLine("<table class='tablesorter table table-bordered table-striped'>");
wAuthorCmp.WriteLine("<thead>");
wAuthorCmp.WriteLine("<tr><th>Avtor</th><th>FB</th><th>PB</th><th>PL</th><th>ZZ</th><th>Ozn.</th></tr>");
wAuthorCmp.WriteLine("</thead>");
wAuthorCmp.WriteLine("<tbody>");
WriteAuthorCompareTable(wAuthorCmp, authors.Values, author, "fuw,frw,frl,cng,pos".Split(','), /*isVec=*/ true);
wAuthorCmp.WriteLine("</tbody>");
wAuthorCmp.WriteLine("</table>");
WriteFooter(wAuthorCmp);
// write to TSV
compareTsv.AppendLine();
compareTsv.AppendLine(author.mName);
compareTsv.AppendLine("Avtor,DRB,BI,HS,HL,DRL,BI-L,HS-L,HL-L,B/P,Zn./B,Zl./B,DKB,ARI,Flesch,Fog,FB,PB,PL,ZZ,Ozn.".Replace(",", "\t"));
WriteAuthorCompareTable(compareTsv, authors.Values, author, "ttr,brunet,honore,hl,ttrLemma,brunetLemma,honoreLemma,hlLemma,rWords,rChars,rSyllables,rComplex,ari,flesch,fog,fuw,frw,frl,cng,pos".Split(','));
}
}
using (StreamWriter wTsv = new StreamWriter(OUTPUT_FILE, /*append=*/ false, Encoding.UTF8))
{
wTsv.Write(featuresTsv.ToString());
wTsv.Write(compareTsv.ToString());
}
}
static void Main(string[] args)
{
Console.WriteLine("Nalagam meta-podatke o blogih...");
LoadBlogMetaData();
Console.WriteLine("Nalagam oznacevalnik...");
PartOfSpeechTagger posTagger = new PartOfSpeechTagger(Config.PosTaggerModel, Config.LemmatizerModel);
string pattern = "*.xml";
if (args.Length > 0)
{
pattern = args[0];
}
Queue <string> fileNames = new Queue <string>(Directory.GetFiles(Config.DataFolder, pattern));
while (fileNames.Count > 0)
{
int n = 0;
XmlDocument fullDoc = null;
while (fileNames.Count > 0 && n < Config.BatchSize)
{
string fileName = fileNames.Dequeue();
if (File.Exists(MakeOutputFileName(fileName)))
{
Console.WriteLine("Ze obdelano: {0}.", fileName);
continue;
}
if (File.Exists(MakeOutputFileName(fileName) + ".locked"))
{
Console.WriteLine("Zaklenjeno: {0}.", fileName);
continue;
}
// load text
Console.WriteLine("Datoteka: {0}...", fileName);
XmlDocument tmpDoc = new XmlDocument();
string xml = File.ReadAllText(fileName);
xml = xml.Replace("// ]]>", "").Replace("//--><!]]>", "");
tmpDoc.LoadXml(xml);
string text = tmpDoc.SelectSingleNode("//besedilo").InnerText;
if (text.Trim() == "") // *** empty documents are ignored
{
Console.WriteLine("*** Datoteka ne vsebuje besedila.");
continue;
}
Corpus corpus = new Corpus();
corpus.LoadFromTextSsjTokenizer(text);
// tag text
Console.WriteLine("Oznacujem besedilo...");
posTagger.Tag(corpus);
XmlDocument doc = new XmlDocument();
doc.LoadXml(corpus.ToString("XML-MI").Replace("xmlns=\"http://www.tei-c.org/ns/1.0\"", "")); // *** remove this f***ing namespace
((XmlElement)doc.SelectSingleNode("//text")).SetAttribute("fileName", fileName);
// append text to fullDoc
if (fullDoc == null)
{
fullDoc = doc;
}
else
{
XmlDocumentFragment xmlFrag = fullDoc.CreateDocumentFragment();
xmlFrag.InnerXml = doc.SelectSingleNode("//text").OuterXml;
fullDoc.DocumentElement.AppendChild(xmlFrag);
}
n++;
// check if meta-data exists
//string key = tmpDoc.SelectSingleNode("//header/blog").InnerText;
//if (!mBlogMetaData.ContainsKey(key))
//{
// Console.WriteLine("*** Cannot find meta-data for " + key);
// return;
//}
}
// nothing to do?
if (fullDoc == null)
{
continue;
}
// save tagged text for parsing
Console.WriteLine("Pripravljam datoteke za razclenjevanje...");
Guid tmpId = Guid.NewGuid();
string tmpFileNameIn = new FileInfo(Config.TmpFolder + "\\" + tmpId.ToString("N") + ".tmp").FullName;
string tmpFileNameOut = new FileInfo(Config.TmpFolder + "\\" + tmpId.ToString("N") + ".out.tmp").FullName;
XmlWriterSettings xmlSettings = new XmlWriterSettings();
xmlSettings.Encoding = Encoding.UTF8;
xmlSettings.Indent = true;
using (XmlWriter w = XmlWriter.Create(tmpFileNameIn, xmlSettings))
{
fullDoc.Save(w);
}
// parse text
Console.WriteLine("Zaganjam razclenjevalnik...");
Parser.Parse(tmpFileNameIn, tmpFileNameOut);
// load results
if (!File.Exists(tmpFileNameOut))
{
// lock files and continue
Console.WriteLine("*** Prislo je do napake pri razclenjevanju. Nadaljujem z obdelavo.");
fullDoc.SelectNodes("//text").Cast <XmlElement>().ToList().ForEach(x => LockFile(x.Attributes["fileName"].Value));
continue;
}
fullDoc = new XmlDocument();
fullDoc.Load(tmpFileNameOut);
// create output files
Console.WriteLine("Pisem izhodne datoteke...");
foreach (XmlNode txtNode in fullDoc.SelectNodes("//text"))
{
string fileName = txtNode.Attributes["fileName"].Value;
((XmlElement)txtNode).RemoveAttribute("fileName");
Console.WriteLine("Datoteka: {0}...", fileName);
XmlDocument tmpDoc = new XmlDocument();
string xml = File.ReadAllText(fileName);
xml = xml.Replace("// ]]>", "").Replace("//--><!]]>", "");
tmpDoc.LoadXml(xml);
// insert input XML into TEI-XML
XmlDocument doc = new XmlDocument();
doc.LoadXml("<TEI>" + txtNode.OuterXml + "</TEI>");
XmlDocumentFragment docPart = doc.CreateDocumentFragment();
docPart.InnerXml = tmpDoc.OuterXml;
doc.DocumentElement.PrependChild(docPart);
// insert blog meta-data
string key = doc.SelectSingleNode("//header/blog").InnerText;
BlogMetaData metaData;
if (!mBlogMetaData.ContainsKey(key))
{
Console.WriteLine("*** Ne najdem podatkov o blogu \"{0}\".", key);
continue;
}
else
{
Console.WriteLine("Vstavljam meta-podatke o blogu...");
metaData = mBlogMetaData[key];
XmlNode node = doc.SelectSingleNode("//header");
node.AppendChild(doc.CreateElement("blogSpletniNaslov")).InnerText = metaData.mBlogUrl;
node.AppendChild(doc.CreateElement("blogNaslov")).InnerText = metaData.mBlogTitle;
node.AppendChild(doc.CreateElement("blogNaslovKratek")).InnerText = metaData.mBlogTitleShort;
//node.AppendChild(doc.CreateElement("avtorEMail")).InnerText = metaData.mAuthorEMail;
node.AppendChild(doc.CreateElement("avtorSpol")).InnerText = metaData.mAuthorGender;
node.AppendChild(doc.CreateElement("avtorStarost")).InnerText = metaData.mAuthorAge;
node.AppendChild(doc.CreateElement("avtorRegija")).InnerText = metaData.mAuthorLocation;
node.AppendChild(doc.CreateElement("avtorIzobrazba")).InnerText = metaData.mAuthorEducation;
}
// write results
Console.WriteLine("Zapisujem rezultate...");
using (XmlWriter w = XmlWriter.Create(MakeOutputFileName(fileName), xmlSettings))
{
doc.Save(w);
}
}
}
// purge temp folder
Directory.GetFiles(Config.TmpFolder, "*.tmp").ToList().ForEach(x => File.Delete(x));
// all done
Console.WriteLine("Koncano.");
}
