Protocol buffer and OO design

问题:

I'm using protocol buffer as a wire data-format in a client-server architecture. Domain objects (java beans) will go through following life-cycle.

1. Used in client side business logic
2. Converted to protobuf format
3. Transmitted to the server
4. Converted back to domain object
5. Used in server side business logic

"Protocol Buffers and O-O Design" section in ProtoBuf documentation recommends wrapping generated class inside proper domain model.

I'd like to find-out the best appoach.

For e.g. I have a simple proto definition.

package customer;

option java_package = "com.example";
option java_outer_classname = "CustomerProtos";

message Customer {
    required string name = 1;
    optional string address = 2;
}

This is how domain model is defined. As you can see, the data is completely stored in proto builder object.

package com.example;

public class CustomerModel
{
    private CustomerProtos.Customer.Builder builder = CustomerProtos.Customer.newBuilder();

    public String getName()
    {
        return builder.getName();
    }

    public void setName(String name)
    {
        builder.setName(name);
    }

    public String getAddress()
    {
        return builder.getAddress();
    }

    public void setAddress(String address)
    {
        builder.setAddress(address);
    }

    public byte[] serialize()
    {
        return builder.build().toByteArray();
    }

}

Is this a good practice? because these objects are used in all phases of life-cycle, but we only requires protocolbuf format at client-server transmission phase.

Is there any performance issue when accessing proto builder class getter/setter methods specially when proto definition is complex and nested?

回答1:

I have no experience with protocol buffers, but I would not recommend implementing your domain objects tailored to a specific serialization/transfer framework. You might regret that in the future.

The domain objects and logic of a software application should be as independent as possible from specific implementation issues (in your case serialization/transfer), because you want your domain to be easy to understand and be reusable/maintainable in the future.

If you want to define your domain objects independent of serialization/transfer, you have two options:

1. Before serialization/transfer, you copy the information to protocol buffers specific objects and send them to your server. There you would have to copy the information back to your domain objects.
2. Use a non-protocol serialization library like Kryo or ProtoStuff to directly transfer your domain objects to the server.

The disadvantages of option 1 are that your domain is defined two times (which is undesirable with respect to modifications) and the copying of information (which produces error-prone and non maintainable code).

The disadvantages of option 2 are that you lose schema evolution (although ProtoStuff apparently supports it) and the complete (potentially large) object graph is serialized and transferred. Although you could prune the object graph (manually or with JGT) before serialization/transfer.

回答2:

We've made a protobuf-converter to solve the problem of transformation of your Domain Model Objects into Google Protobuf Messages and vice versa.

How to use it:

Domain model classes that have to be transformed into protobuf messages must satisfy conditions:

• Class has to be marked by @ProtoClass annotaion that contains reference on related protobuf message class.
• Class fields has to be marked by @ProtoField annotaion. These fields must have getters and setters.

E.g.:

@ProtoClass(ProtobufUser.class)
public class User {

    @ProtoField
    private String name;
    @ProtoField
    private String password;

    // getters and setters for 'name' and 'password' fields
    ...
}

Code for conversion User instance into related protobuf message:

User userDomain = new User();
...
ProtobufUser userProto = Converter.create().toProtobuf(ProtobufUser.class, userDomain);

Code for backward conversion:

User userDomain = Converter.create().toDomain(User.class, userProto);

Conversion of lists of objects is similar to single object conversion.