code: package zemberek.core.compression;
  
  import java.io.DataInputStream;
  import java.io.DataOutputStream;
  import java.io.IOException;
  import java.io.PushbackInputStream;
  import java.nio.file.Path;
  import java.util.List;
  import zemberek.core.collections.FloatValueMap;
  import zemberek.core.hash.Mphf;
  import zemberek.core.hash.MultiLevelMphf;
  import zemberek.core.hash.StringHashKeyProvider;
  import zemberek.core.io.Bytes;
  import zemberek.core.io.IOUtil;
  
  /**
   * This is a compact integer value lookup. Keys are considered as Strings. There may be false
   * positives (that it can return values of other keys for an input). But the probability of occurring
   * this is very low.
   */
  public class LossyIntLookup {
  
    private Mphf mphf; // Minimal perfect hash function that provides string to integer index lookup.
    private int[] data; // contains fingerprints and actual data.
  
    private static final int MAGIC = 0xcafebeef;
  
    private LossyIntLookup(Mphf mphf, int[] data) {
      this.mphf = mphf;
      this.data = data;
    }
  
    public int get(String s) {
      int index = mphf.get(s) * 2;
      int fingerprint = getFingerprint(s);
      if (fingerprint == data[index]) {
        return data[index + 1];
      } else {
        return 0;
      }
    }
  
    public int size() {
      return data.length / 2;
    }
  
    public float getAsFloat(String s) {
      return Float.intBitsToFloat(get(s));
    }
  
    private static int getFingerprint(String s) {
      return s.hashCode() & 0x7ffffff;
    }
  
    /**
     * Generates a LossyIntLookup from a String->Float lookup
     */
    public static LossyIntLookup generate(FloatValueMap<String> lookup) {
      List<String> keyList = lookup.getKeyList();
      StringHashKeyProvider provider = new StringHashKeyProvider(keyList);
      MultiLevelMphf mphf = MultiLevelMphf.generate(provider);
      int[] data = new int[keyList.size() * 2];
      for (String s : keyList) {
        int index = mphf.get(s);
        data[index * 2] = getFingerprint(s); // fingerprint
        data[index * 2 + 1] = Float.floatToIntBits(lookup.get(s)); // data in int form
      }
      return new LossyIntLookup(mphf, data);
    }
  
    /**
     * Serialized this data structure to a binary file.
     */
    public void serialize(Path path) throws IOException {
      try (DataOutputStream dos = IOUtil.getDataOutputStream(path)) {
        dos.writeInt(MAGIC);
        dos.writeInt(data.length);
        for (int d : data) {
          dos.writeInt(d);
        }
        mphf.serialize(dos);
      }
    }
  
    /**
     * Checks if input {@link DataInputStream} [dis] contains a serialized LossyIntLookup.
     */
    public static boolean checkStream(DataInputStream dis) throws IOException {
      PushbackInputStream pis = new PushbackInputStream(dis, 4);
      byte[] fourBytes = new byte[4];
      int c = dis.read(fourBytes);
      if (c < 4) {
        return false;
      }
      int magic = Bytes.toInt(fourBytes, true);
      pis.unread(fourBytes);
      return magic == MAGIC;
    }
  
    /**
     * Deseializes a LossyIntLookup structure from a {@link DataInputStream} [dis]
     */
    public static LossyIntLookup deserialize(DataInputStream dis) throws IOException {
      long magic = dis.readInt();
      if (magic != MAGIC) {
        throw new IllegalStateException("File does not carry expected value in the beginning.");
      }
      int length = dis.readInt();
      int[] data = new int[length];
      for (int i = 0; i < data.length; i++) {
        data[i] = dis.readInt();
      }
      Mphf mphf = MultiLevelMphf.deserialize(dis);
      return new LossyIntLookup(mphf, data);
    }
  
  }
  