@Override
    public void map(
        PactNull pactNull, PactString line, Collector<YearMonthKey, PactInteger> collector) {
      String[] fields = line.toString().split("\t");

      short year = Short.parseShort(fields[0]);
      short month = Short.parseShort(fields[1]);
      int temperature = Integer.parseInt(fields[2]);
      double quality = Double.parseDouble(fields[3]);

      if (quality >= MINIMUM_QUALITY) {
        collector.collect(new YearMonthKey(year, month), new PactInteger(temperature));
      }
    }
 @Override
 public void map(PactNull key, PactString value, Collector<PactString, PactString> out) {
   String[] items = value.toString().split(Delimiter);
   if (items.length == 2) // it's a docs-tuple
   {
     boolean ContainAllKeywords = true;
     for (String keyword : keywords) {
       if (!items[1].contains(keyword)) // check whether content contains keyword
       {
         ContainAllKeywords = false;
       }
     }
     if (ContainAllKeywords) {
       out.collect(new PactString(items[docs_KeyPosition]), value);
     }
   } else if (items.length == 3) // it's a ranks-tuple
   {
     if (Integer.parseInt(items[0]) > rank) // check whether the rank is bigger enough
     {
       out.collect(new PactString(items[ranks_KeyPosition]), value);
     }
   }
 };
    @Override
    public void reduce(
        PactString key, Iterator<PactString> tuples, Collector<PactNull, PactString> out) {
      boolean rank_tuple_found = false;
      boolean doc_tuple_found = false;

      PactString rank_tuple = new PactString();
      while (tuples.hasNext()) {
        PactString tuple = tuples.next();
        if (tuple.toString().split(Delimiter).length == 3) {
          rank_tuple_found = true;
          rank_tuple.setValue(tuple.getValue());
        } else if (tuple.toString().split(Delimiter).length == 2) {
          doc_tuple_found = true;
        }
      }

      if (rank_tuple_found && doc_tuple_found) {
        // emit the rank tuple
        out.collect(PactNull.getInstance(), rank_tuple);
      }
    }