jackson-deserialization

Posted on: 2019-10-08 2019-11-19
Tags: Data, Jackson, JSON

Getting Started with Custom Deserialization in Jackson

1. Overview

This quick tutorial will illustrate how to use Jackson 2 to deserialize JSON using a custom Deserializer.

If you want to dig deeper and learn other cool things you can do with the Jackson 2 – head on over to the main Jackson tutorial.

2. Standard Deserialization

Let’s start by defining 2 entities and see how Jackson will deserialize a JSON representation to these entities without any customization:

public class User {
    public int id;
    public String name;
}
public class Item {
    public int id;
    public String itemName;
    public User owner;
}

Now, let’s define the JSON representation we want to deserialize:

{
    "id": 1,
    "itemName": "theItem",
    "owner": {
        "id": 2,
        "name": "theUser"
    }
}

And finally, let’s unmarshall this JSON to Java Entities:

Item itemWithOwner = new ObjectMapper().readValue(json, Item.class);

3. Custom Deserializer on ObjectMapper

In the previous example, the JSON representation matched the java entities perfectly – next, we will simplify the JSON:

{
    "id": 1,
    "itemName": "theItem",
    "createdBy": 2
}

When unmarshalling this to the exact same entities – by default, this will of course fail:

com.fasterxml.jackson.databind.exc.UnrecognizedPropertyException:
Unrecognized field "createdBy" (class org.baeldung.jackson.dtos.Item),
not marked as ignorable (3 known properties: "id", "owner", "itemName"])
 at [Source: [email protected]; line: 1, column: 43]
 (through reference chain: org.baeldung.jackson.dtos.Item["createdBy"])

We’ll solve this by doing our own deserialization with a custom Deserializer:

public class ItemDeserializer extends StdDeserializer<Item> {

    public ItemDeserializer() {
        this(null);
    }

    public ItemDeserializer(Class<?> vc) {
        super(vc);
    }

    @Override
    public Item deserialize(JsonParser jp, DeserializationContext ctxt)
      throws IOException, JsonProcessingException {
        JsonNode node = jp.getCodec().readTree(jp);
        int id = (Integer) ((IntNode) node.get("id")).numberValue();
        String itemName = node.get("itemName").asText();
        int userId = (Integer) ((IntNode) node.get("createdBy")).numberValue();

        return new Item(id, itemName, new User(userId, null));
    }
}

As you can see, the deserializer is working with the standard Jackson representation of JSON – the JsonNode. Once the input JSON is represented as a JsonNode, we can now extract the relevant information from it and construct our own Item entity.

Simply put, we need to register this custom deserializer and simply deserialize the JSON normally:

ObjectMapper mapper = new ObjectMapper();
SimpleModule module = new SimpleModule();
module.addDeserializer(Item.class, new ItemDeserializer());
mapper.registerModule(module);

Item readValue = mapper.readValue(json, Item.class);

4. Custom Deserializer on the Class

Alternatively, we can also register the deserializer directly on the class:

@JsonDeserialize(using = ItemDeserializer.class)
public class Item {
    ...
}

With the deserializer defined at the class level, there is no need to register it on the ObjectMapper – a default mapper will work fine:

Item itemWithOwner = new ObjectMapper().readValue(json, Item.class);

This type of per-class configuration is very useful in situations in which we may not have direct access to the raw ObjectMapper to configure.

5. Conclusion

This article shows how to leverage Jackson 2 to read non-standard JSON input – and how to map that input to any java entity graph with full control over the mapping.

The implementation of all these examples and code snippets can be found in my github project – this is an Eclipse based project, so it should be easy to import and run as it is.

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