Jackson - How to process (deserialize) nested JSON?
Here is a rough but more declarative solution. I haven't been able to get it down to a single annotation, but this seems to work well. Also not sure about performance on large data sets.
Given this JSON:
{
"list": [
{
"wrapper": {
"name": "Jack"
}
},
{
"wrapper": {
"name": "Jane"
}
}
]
}
And these model objects:
public class RootObject {
@JsonProperty("list")
@JsonDeserialize(contentUsing = SkipWrapperObjectDeserializer.class)
@SkipWrapperObject("wrapper")
public InnerObject[] innerObjects;
}
and
public class InnerObject {
@JsonProperty("name")
public String name;
}
Where the Jackson voodoo is implemented like:
@Retention(RetentionPolicy.RUNTIME)
@JacksonAnnotation
public @interface SkipWrapperObject {
String value();
}
and
public class SkipWrapperObjectDeserializer extends JsonDeserializer<Object> implements
ContextualDeserializer {
private Class<?> wrappedType;
private String wrapperKey;
public JsonDeserializer<?> createContextual(DeserializationContext ctxt,
BeanProperty property) throws JsonMappingException {
SkipWrapperObject skipWrapperObject = property
.getAnnotation(SkipWrapperObject.class);
wrapperKey = skipWrapperObject.value();
JavaType collectionType = property.getType();
JavaType collectedType = collectionType.containedType(0);
wrappedType = collectedType.getRawClass();
return this;
}
@Override
public Object deserialize(JsonParser parser, DeserializationContext ctxt)
throws IOException, JsonProcessingException {
ObjectMapper mapper = new ObjectMapper();
ObjectNode objectNode = mapper.readTree(parser);
JsonNode wrapped = objectNode.get(wrapperKey);
Object mapped = mapIntoObject(wrapped);
return mapped;
}
private Object mapIntoObject(JsonNode node) throws IOException,
JsonProcessingException {
JsonParser parser = node.traverse();
ObjectMapper mapper = new ObjectMapper();
return mapper.readValue(parser, wrappedType);
}
}
Hope this is useful to someone!
Your data is problematic in that you have inner wrapper objects in your array. Presumably your Vendor
object is designed to handle id
, name
, company_id
, but each of those multiple objects are also wrapped in an object with a single property vendor
.
I'm assuming that you're using the Jackson Data Binding model.
If so then there are two things to consider:
The first is using a special Jackson config property. Jackson - since 1.9 I believe, this may not be available if you're using an old version of Jackson - provides UNWRAP_ROOT_VALUE
. It's designed for cases where your results are wrapped in a top-level single-property object that you want to discard.
So, play around with:
objectMapper.configure(SerializationConfig.Feature.UNWRAP_ROOT_VALUE, true);
The second is using wrapper objects. Even after discarding the outer wrapper object you still have the problem of your Vendor
objects being wrapped in a single-property object. Use a wrapper to get around this:
class VendorWrapper
{
Vendor vendor;
// gettors, settors for vendor if you need them
}
Similarly, instead of using UNWRAP_ROOT_VALUES
, you could also define a wrapper class to handle the outer object. Assuming that you have correct Vendor
, VendorWrapper
object, you can define:
class VendorsWrapper
{
List<VendorWrapper> vendors = new ArrayList<VendorWrapper>();
// gettors, settors for vendors if you need them
}
// in your deserialization code:
ObjectMapper mapper = new ObjectMapper();
JsonNode rootNode = mapper.readValue(jsonInput, VendorsWrapper.class);
The object tree for VendorsWrapper is analogous to your JSON:
VendorsWrapper:
vendors:
[
VendorWrapper
vendor: Vendor,
VendorWrapper:
vendor: Vendor,
...
]
Finally, you might use the Jackson Tree Model to parse this into JsonNodes
, discarding the outer node, and for each JsonNode
in the ArrayNode
, calling:
mapper.readValue(node.get("vendor").getTextValue(), Vendor.class);
That might result in less code, but it seems no less clumsy than using two wrappers.
@Patrick I would improve your solution a bit
@Override
public Object deserialize(JsonParser jp, DeserializationContext ctxt)
throws IOException, JsonProcessingException {
ObjectNode objectNode = jp.readValueAsTree();
JsonNode wrapped = objectNode.get(wrapperKey);
JsonParser parser = node.traverse();
parser.setCodec(jp.getCodec());
Vendor mapped = parser.readValueAs(Vendor.class);
return mapped;
}
It works faster :)