code: package zemberek.morphology.external;
  
  import com.google.common.base.Splitter;
  import com.google.common.collect.Lists;
  import com.google.common.collect.Sets;
  import java.io.File;
  import java.io.FileOutputStream;
  import java.io.IOException;
  import java.util.ArrayList;
  import java.util.List;
  import java.util.Set;
  import zemberek.core.io.LineIterator;
  import zemberek.core.io.SimpleTextReader;
  import zemberek.core.io.SimpleTextWriter;
  import zemberek.core.io.Strings;
  
  public class DisambiguatorPreprocessor {
  
    static Set<String> punctuations = Sets.newHashSet("", "...", "!", "?", ":", ";", ",", "\"", "'");
  
    public void processOflazerAnalyzerOutputSak(File oflazerResult, File out) throws IOException {
      SimpleTextWriter sakFile = SimpleTextWriter.keepOpenUTF8Writer(out);
      LineIterator li = new SimpleTextReader(oflazerResult, "UTF-8").getLineIterator();
      boolean sentenceStarted = false;
      List<String> parses = Lists.newArrayList();
      while (li.hasNext()) {
        String line = li.next().trim();
        String word = Strings.subStringUntilFirst(line, "\t").trim();
        if (line.length() == 0 && !sentenceStarted) {
          continue;
        }
        if (line.length() == 0 && parses.size() > 0) {
          sakFile.writeLine(processParses(parses));
          parses = Lists.newArrayList();
        }
        if (line.length() > 0) {
          if (parses.size() == 0) {
            if (!sentenceStarted) {
              sakFile.writeLine("<S>");
            }
            sentenceStarted = true;
          }
          if (punctuations.contains(word)) {
            // because analyser i use does not parse punctuations. i do it myself.
            parses.add(word + "\t" + word + "\t+Punc");
          } else if (!line.endsWith("?")) {
            parses.add(line);
          } else if (!word.equals("#")) {
            String inferred = inferUnknownWordParse(word);
            System.out.println("Bad word: [" + line + "] inferred to [" + inferred + "]");
            parses.add(inferred);
          }
        }
        if (word.equals("#")) {
          sentenceStarted = false;
          sakFile.writeLine("#\t#\t+Punc");
          sakFile.writeLine("</S>");
          parses = new ArrayList<>();
        }
      }
      sakFile.close();
    }
  
    public void processOflazerAnalyzerOutputYuret(File oflazerResult, File out) throws IOException {
      SimpleTextWriter yuretFileWriter = SimpleTextWriter
          .keepOpenWriter(new FileOutputStream(out), "ISO-8859-9");
      yuretFileWriter.writeLine("<DOC>\t<DOC>");
      yuretFileWriter.writeLine();
      LineIterator li = new SimpleTextReader(oflazerResult, "UTF-8").getLineIterator();
      boolean sentenceStarted = false;
      List<String> parses = new ArrayList<>();
      while (li.hasNext()) {
        String line = li.next().trim().replaceAll("AorPart", "PresPart");
  
        String word = Strings.subStringUntilFirst(line, "\t").trim();
        if (line.length() == 0 && !sentenceStarted) {
          continue;
        }
        if (line.length() == 0 && parses.size() > 0) {
          yuretFileWriter.writeLines(parses);
          yuretFileWriter.writeLine();
          yuretFileWriter.writeLine();
          parses = Lists.newArrayList();
        }
        if (line.length() > 0) {
          if (parses.size() == 0) {
            if (!sentenceStarted) {
              yuretFileWriter.writeLine("<S>\t<S>");
              yuretFileWriter.writeLine();
            }
            sentenceStarted = true;
          }
          if (punctuations.contains(word)) {
            // because analyser i use does not parse punctuations. i do it myself.
            parses.add(word + "\t" + word + "\t+Punc");
          } else if (!line.endsWith("?")) {
            parses.add(line);
          } else if (!word.equals("#")) {
            String inferred = inferUnknownWordParse(word);
            System.out.println("Bad word: [" + line + "] inferred to [" + inferred + "]");
            parses.add(inferred);
          }
        }
        if (word.equals("#")) {
          sentenceStarted = false;
          yuretFileWriter.writeLine("</S>\t</S>\n");
          parses = new ArrayList<>();
        }
      }
      yuretFileWriter.writeLine("</DOC>\t</DOC>");
      yuretFileWriter.close();
    }
  
  
    private String inferUnknownWordParse(String word) {
      if (Character.isUpperCase(word.charAt(0))) {
        return word + "\t" + word + "\t+Noun+Prop+A3sg+Pnon+Nom";
      } else {
        return word + "\t" + word + "\t+Noun+A3sg+Pnon+Nom";
      }
    }
  
    private String processParses(List<String> parses) {
      if (parses.size() == 0) {
        throw new IllegalArgumentException("Zero parse result is not acceptable.");
      }
      String word = Strings.subStringUntilFirst(parses.get(0), "\t");
      StringBuilder sb = new StringBuilder(word).append(" ");
      for (String parse : parses) {
        int i = 0;
        for (String token : Splitter.on("\t").split(parse)) {
          if (i == 0) {
            i++;
            continue;
          }
          sb.append(token);
        }
        sb.append(" ");
      }
      return sb.toString().trim();
    }
  }
  