DataSerializable
As mentioned in the Serializable & Externalizable section, Java serialization is an easy mechanism. However, we do not have a control on how fields are serialized or deserialized. Moreover, this mechanism can lead to excessive CPU loads since it keeps track of objects to handle the cycles and streams class descriptors. These are performance decreasing factors; thus, serialized data may not have an optimal size.
The DataSerializable interface of Hazelcast overcomes these issues. Here is an example of a class implementing the com.hazelcast.nio.serialization.DataSerializable interface.
public class Address implements DataSerializable {
private String street;
private int zipCode;
private String city;
private String state;
public Address() {}
//getters setters..
public void writeData( ObjectDataOutput out ) throws IOException {
out.writeUTF(street);
out.writeInt(zipCode);
out.writeUTF(city);
out.writeUTF(state);
}
public void readData( ObjectDataInput in ) throws IOException {
street = in.readUTF();
zipCode = in.readInt();
city = in.readUTF();
state = in.readUTF();
}
}
Let's take a look at another example which encapsulates a DataSerializable field.
public class Employee implements DataSerializable {
private String firstName;
private String lastName;
private int age;
private double salary;
private Address address; //address itself is DataSerializable
public Employee() {}
//getters setters..
public void writeData( ObjectDataOutput out ) throws IOException {
out.writeUTF(firstName);
out.writeUTF(lastName);
out.writeInt(age);
out.writeDouble (salary);
address.writeData (out);
}
public void readData( ObjectDataInput in ) throws IOException {
firstName = in.readUTF();
lastName = in.readUTF();
age = in.readInt();
salary = in.readDouble();
address = new Address();
// since Address is DataSerializable let it read its own internal state
address.readData(in);
}
}
As you can see, since address field itself is DataSerializable, it is calling address.writeData(out) when writing and address.readData(in) when reading. Also note that, the order of writing and reading fields should be the same. While Hazelcast serializes a DataSerializable, it writes the className first. When Hazelcast de-serializes it, className is used to instantiate the object using reflection.
NOTE: Since Hazelcast needs to create an instance during deserialization,DataSerializable class has a no-arg constructor.
NOTE: DataSerializable is a good option if serialization is only needed for in-cluster communication.
IdentifiedDataSerializable
For a faster serialization of objects, avoiding reflection and long class names, Hazelcast recommends you implement com.hazelcast.nio.serialization.IdentifiedDataSerializable which is a slightly better version of DataSerializable.
DataSerializable uses reflection to create a class instance, as mentioned in the DataSerializable section. But, IdentifiedDataSerializable uses a factory for this purpose and it is faster during deserialization which requires new instance creations.
IdentifiedDataSerializable extends DataSerializable and introduces two new methods.
int getId();int getFactoryId();
IdentifiedDataSerializable uses getId() instead of class name, and it uses getFactoryId() to load the class when given the Id. To complete the implementation, com.hazelcast.nio.serialization.DataSerializableFactory should also be implemented and registered into SerializationConfig which can be accessed from Config.getSerializationConfig(). Factory's responsibility is to return an instance of the right IdentifiedDataSerializable object, given the Id. So far this is the most efficient way of Serialization that Hazelcast supports off the shelf.
Let's take a look at the example code below and configuration to see IdentifiedDataSerializable in action.
public class Employee
implements IdentifiedDataSerializable {
private String surname;
public Employee() {}
public Employee( String surname ) {
this.surname = surname;
}
@Override
public void readData( ObjectDataInput in )
throws IOException {
this.surname = in.readUTF();
}
@Override
public void writeData( ObjectDataOutput out )
throws IOException {
out.writeUTF( surname );
}
@Override
public int getFactoryId() {
return EmployeeDataSerializableFactory.FACTORY_ID;
}
@Override
public int getId() {
return EmployeeDataSerializableFactory.EMPLOYEE_TYPE;
}
@Override
public String toString() {
return String.format( "Employee(surname=%s)", surname );
}
}
The methods getId and getFactoryId return a unique positive number within the EmployeeDataSerializableFactory. Now, let's create an instance of this EmployeeDataSerializableFactory.
public class EmployeeDataSerializableFactory
implements DataSerializableFactory{
public static final int FACTORY_ID = 1;
public static final int EMPLOYEE_TYPE = 1;
@Override
public IdentifiedDataSerializable create(int typeId) {
if ( typeId == EMPLOYEE_TYPE ) {
return new Employee();
} else {
return null;
}
}
}
The only method that should be implemented is create, as seen in the above example. It is recommended that you use a switch-`case statement instead of multiple if-else blocks if you have a lot of subclasses. Hazelcast throws an exception if null is returned for typeId.
As the last step, you need to register EmployeeDataSerializableFactory declaratively (declare in the configuration file hazelcast.xml) as shown below. Note that factory-id has the same value of FACTORY_ID in the above code. This is crucial to enable Hazelcast to find the correct factory.
<hazelcast>
...
<serialization>
<data-serializable-factories>
<data-serializable-factory
factory-id="1">EmployeeDataSerializableFactory
</data-serializable-factory>
</data-serializable-factories>
</serialization>
...
</hazelcast>
RELATED INFORMATION
Please refer to the Serialization Configuration section for a full description of Hazelcast Serialization configuration.