import java.lang.Math;
import java.util.Map;
import java.util.HashMap;

public class REntropy {

  @SuppressWarnings("boxing")
  public static double getShannonEntropy(String s) {
    int n = 0;
    Map<Character, Integer> occ = new HashMap<>();

    for (int c_ = 0; c_ < s.length(); ++c_) {
      char cx = s.charAt(c_);
      if (occ.containsKey(cx)) {
        occ.put(cx, occ.get(cx) + 1);
      } else {
        occ.put(cx, 1);
      }
      ++n;
    }

    double e = 0.0;
    for (Map.Entry<Character, Integer> entry : occ.entrySet()) {
      char cx = entry.getKey();
      double p = (double) entry.getValue() / n;
      e += p * log2(p);
    }
    return -e;
  }

  private static double log2(double a) {
    return Math.log(a) / Math.log(2);
  }
  public static void main(String[] args) {
    String[] sstr = {
      "1223334444",
      "1223334444555555555",
      "122333",
      "1227774444",
      "aaBBcccDDDD",
      "1234567890abcdefghijklmnopqrstuvwxyz",
      "Rosetta Code",
    };

    for (String ss : sstr) {
      double entropy = REntropy.getShannonEntropy(ss);
      System.out.printf("Shannon entropy of %40s: %.12f%n", "\"" + ss + "\"", entropy);
    }
    return;
  }
}