Reduce JSON for efficient deserialization and persistence of intricate POJOs using JPA/Hibernate

Dealing with deserialization of a complex POJO from a JSON string and persisting it in a MySQL database can be quite challenging. Below is a simplified example class:

@Entity
@Table(name="a")
public class A{
    private Long id;
    private B b;
    private C c;
    private D d;
}

@ManyToOne
@JoinColumn(name="b_id")
public B getB(){
    return this.b;
}

public void setB(B b){ this.b = b; }

@ManyToOne
@JoinColumn(name="c_id")
public C getC(){ 
    return this.c;
}

public void setC(C c){ this.c = c; }

@ManyToOne
@JoinColumn(name="d_id")
public D getD(){ 
    return this.d;
}

public void setD(D d){ this.d = d; }

The problem arises when dealing with classes B, C, and D that have multiple non-nullable fields and objects, leading to a massive JSON payload for persistence. However, if we only need to persist the deserialized object A, then ideally we would just require the _id fields from B, C, and D.

Currently, the JSON structure looks like:

{
  "id":1, 
  "b":{"id":2, ...}, 
  "c":{"id":3, ...}, 
  "d":{"id":4, ...}
}

where all non-nullable fields need to be filled in. The aim is to simplify the JSON to:

{
  "id":1,
  "b_id":2,
  "c_id":3,
  "d_id":4
}

This would allow Hibernate/JPA to update the specified fields in the database directly. It becomes tricky when other parts of the application require the complete object hierarchy except during JSON deserialization where only the _id fields are needed.

Would it be possible to achieve this using JPA/Jackson annotations? Any advice would be greatly appreciated!

Answer №1

If you find it challenging to directly map the JSON to your entities, consider creating an intermediate object (such as a DTO) to explicitly translate the incoming JSON string to your entities.

It seems that saving associated object references (@ManyToOnes) with only the id populated may work correctly in Hibernate (assuming the root object is A):

{
    "id" : 1,
    "b" : {
        "id" : 2
    },
    ...
}

Be cautious not to cascade the persist operation for the b, c, etc. fields.

Answer №2

To achieve the desired deserialization, it is recommended to create new classes that specifically define the fields you want to deserialize. For instance, if you only need to deserialize the ID field, your class could be structured as follows:

class JsonEntity {

    private Long id;

    public Long getId() {
        return id;
    }

    public void setId(Long id) {
        this.id = id;
    }

    @JsonAnySetter
    public void setUnknownProperties(String name, String value) {
        //do nothing
    }

    @Override
    public String toString() {
        return String.valueOf(id);
    }
}

The key here is the JsonAnySetter annotation. You then need to create a separate class that simulates your original A class, like so:

class DtoA extends JsonEntity {

    private JsonEntity b;
    private JsonEntity c;
    private JsonEntity d;

    public JsonEntity getB() {
        return b;
    }

    public void setB(JsonEntity b) {
        this.b = b;
    }

    public JsonEntity getC() {
        return c;
    }

    public void setC(JsonEntity c) {
        this.c = c;
    }

    public JsonEntity getD() {
        return d;
    }

    public void setD(JsonEntity d) {
        this.d = d;
    }

    @Override
    public String toString() {
        return "A [id=" + getId() + ", b=" + b + ", c=" + c + ", d=" + d + "]";
    }
}

Once you have defined the data model in this way, you can proceed to test it by parsing JSON data such as the following example:

{
  "id":1, 
  "b":{"id":2, "p1":"v1", "p2":"v2"}, 
  "c":{"id":3, "p3":"v3", "p4":"v4", "p5":"v5"}, 
  "d":{"id":4, "p6":"v6"}
}

An example of deserialization using the ObjectMapper:

ObjectMapper objectMapper = new ObjectMapper();
DtoA a = objectMapper.readValue(json, DtoA.class);
System.out.println(a);

This program will output:

A [id=1, b=2, c=3, d=4]

Lastly, you may need to implement a toA() method within the DtoA class to convert it to the desired format:

public A toA() {
    A a = new A(getId());
    a.setB(new B(getB().getId()));
    a.setC(new C(getC().getId()));
    a.setD(new D(getD().getId()));

    return a;
}

Please let me know if this solution works for your requirements.

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