How can I get Gson to use accessors rather than fields? - java

By default Gson uses fields as a basis for it's serialization. Is there a way to get it to use accessors instead?

The developers of Gson say that they never felt swayed by the requests to add this feature and they were worried about murkying up the api to add support for this.
One way of adding this functionality is by using a TypeAdapter (I apologize for the gnarly code but this demonstrates the principle):
import java.io.IOException;
import java.lang.annotation.Retention;
import java.lang.annotation.RetentionPolicy;
import java.lang.reflect.InvocationTargetException;
import java.lang.reflect.Method;
import com.google.common.base.CaseFormat;
import com.google.gson.Gson;
import com.google.gson.TypeAdapter;
import com.google.gson.reflect.TypeToken;
import com.google.gson.stream.JsonReader;
import com.google.gson.stream.JsonWriter;
public class AccessorBasedTypeAdaptor<T> extends TypeAdapter<T> {
private Gson gson;
public AccessorBasedTypeAdaptor(Gson gson) {
this.gson = gson;
}
#SuppressWarnings("unchecked")
#Override
public void write(JsonWriter out, T value) throws IOException {
out.beginObject();
for (Method method : value.getClass().getMethods()) {
boolean nonBooleanAccessor = method.getName().startsWith("get");
boolean booleanAccessor = method.getName().startsWith("is");
if ((nonBooleanAccessor || booleanAccessor) && !method.getName().equals("getClass") && method.getParameterTypes().length == 0) {
try {
String name = method.getName().substring(nonBooleanAccessor ? 3 : 2);
name = CaseFormat.UPPER_CAMEL.to(CaseFormat.LOWER_CAMEL, name);
Object returnValue = method.invoke(value);
if(returnValue != null) {
TypeToken<?> token = TypeToken.get(returnValue.getClass());
TypeAdapter adapter = gson.getAdapter(token);
out.name(name);
adapter.write(out, returnValue);
}
} catch (Exception e) {
throw new ConfigurationException("problem writing json: ", e);
}
}
}
out.endObject();
}
#Override
public T read(JsonReader in) throws IOException {
throw new UnsupportedOperationException("Only supports writes.");
}
}
You can register this as a normal type adapter for a given type or through a TypeAdapterfactory - possibly checking for the presence of a runtime annotation:
public class TypeFactory implements TypeAdapterFactory {
#SuppressWarnings("unchecked")
public <T> TypeAdapter<T> create(final Gson gson, final TypeToken<T> type) {
Class<? super T> t = type.getRawType();
if(t.isAnnotationPresent(UseAccessor.class)) {
return (TypeAdapter<T>) new AccessorBasedTypeAdaptor(gson);
}
return null;
}
This can be specified as normal when creating your gson instance:
new GsonBuilder().registerTypeAdapterFactory(new TypeFactory()).create();

Note: I'm the EclipseLink JAXB (MOXy) lead and a member of the JAXB (JSR-222) expert group.
If you can't get Gson to do what you want, below is how you can accomplish this using MOXy's native JSON binding. MOXy like any JAXB implementation will use property (public) access by default. You can configure field access using #XmlAccessorType(XmlAccessType.FIELD). Below is an example:
Customer
package forum11385214;
public class Customer {
private String foo;
private Address bar;
public String getName() {
return foo;
}
public void setName(String name) {
this.foo = name;
}
public Address getAddress() {
return bar;
}
public void setAddress(Address address) {
this.bar = address;
}
}
Address
package forum11385214;
public class Address {
private String foo;
public String getStreet() {
return foo;
}
public void setStreet(String street) {
this.foo = street;
}
}
jaxb.properties
To configure MOXy as your JAXB provider you need to add a file called jaxb.properties in the same package as your domain model with the following entry (see: http://blog.bdoughan.com/2011/05/specifying-eclipselink-moxy-as-your.html).
javax.xml.bind.context.factory=org.eclipse.persistence.jaxb.JAXBContextFactory
Demo
package forum11385214;
import java.util.*;
import javax.xml.bind.*;
import javax.xml.transform.stream.StreamSource;
import org.eclipse.persistence.jaxb.JAXBContextProperties;
public class Demo {
public static void main(String[] args) throws Exception {
Map<String, Object> properties = new HashMap<String, Object>(2);
properties.put(JAXBContextProperties.MEDIA_TYPE, "application/json");
properties.put(JAXBContextProperties.JSON_INCLUDE_ROOT, false);
JAXBContext jc = JAXBContext.newInstance(new Class[] {Customer.class}, properties);
Unmarshaller unmarshaller = jc.createUnmarshaller();
StreamSource json = new StreamSource("src/forum11385214/input.json");
Customer customer = (Customer) unmarshaller.unmarshal(json, Customer.class).getValue();
Marshaller marshaller = jc.createMarshaller();
marshaller.setProperty(Marshaller.JAXB_FORMATTED_OUTPUT, true);
marshaller.marshal(customer, System.out);
}
}
input.json/Output
{
"name" : "Jane Doe",
"address" : {
"street" : "1 Any Street"
}
}
For More Information
http://blog.bdoughan.com/2011/08/json-binding-with-eclipselink-moxy.html
http://blog.bdoughan.com/2011/06/using-jaxbs-xmlaccessortype-to.html
http://blog.bdoughan.com/2012/04/jaxb-and-unmapped-properties.html

Related

Adding a custom TypeAdapterFactory for Google GSON to detect use of annotations to return custom TypeAdapter dynamically

Let us start with sharing working and pastable code (requires google gson package):
package mypackage;
import com.google.gson.Gson;
import com.google.gson.GsonBuilder;
import com.google.gson.TypeAdapter;
import com.google.gson.TypeAdapterFactory;
import com.google.gson.reflect.TypeToken;
import com.google.gson.stream.JsonReader;
import com.google.gson.stream.JsonWriter;
import java.io.*;
import java.lang.annotation.Annotation;
import java.lang.annotation.Retention;
import java.lang.annotation.Target;
import static java.lang.annotation.ElementType.*;
import static java.lang.annotation.RetentionPolicy.RUNTIME;
public final class ALL {
static final Gson GSON = new GsonBuilder().registerTypeAdapterFactory(new Factory()).create();
/////////////////////////////////////////////////////////////////////
#Target( { METHOD, FIELD, ANNOTATION_TYPE, TYPE })
#Retention(RUNTIME)
public #interface Serialize {}
/////////////////////////////////////////////////////////////////////
public static void main(String[] args) {
Test test = new Test();
String json = GSON.toJson(test);
System.out.println(json);
}
/////////////////////////////////////////////////////////////////////
public static final class Test {
#Serialize
String abc = "def";
}
/////////////////////////////////////////////////////////////////////
public static final class Factory implements TypeAdapterFactory {
#Override
public <T> TypeAdapter<T> create(Gson gson, TypeToken<T> type) {
Serialize annotation = type.getRawType().getAnnotation(Serialize.class);
boolean annotationPresent = type.getRawType().isAnnotationPresent(Serialize.class);
Annotation[] annotations = type.getRawType().getAnnotations();
if (annotationPresent) {
System.out.println("11111111111111");
}
if (annotation != null) {
return new Adapter<>();
}
return gson.getDelegateAdapter(this, type);
}
}
/////////////////////////////////////////////////////////////////////
public static final class Adapter<T> extends TypeAdapter<T> {
private static final java.util.Base64.Encoder ENCODER = java.util.Base64.getEncoder();
private static final java.util.Base64.Decoder DECODER = java.util.Base64.getDecoder();
#Override
public T read(JsonReader in) throws IOException {
in.beginObject();
String a = in.nextString();
in.endObject();
try {
return deserialize( DECODER.decode(a) );
} catch (ClassNotFoundException e) {
throw new RuntimeException(e);
}
}
#Override
public void write(JsonWriter out, T value) throws IOException {
out.value( encode(serialize(value)) );
}
private String encode(byte[] serialize) {
return ENCODER.encodeToString( serialize );
}
private byte[] serialize(T value) throws IOException {
try (ByteArrayOutputStream out = new ByteArrayOutputStream(); ObjectOutputStream os = new ObjectOutputStream(out); ) {
os.writeObject(value);
return out.toByteArray();
}
}
private T deserialize(byte[] bytes) throws IOException, ClassNotFoundException {
try (ByteArrayInputStream in = new ByteArrayInputStream(bytes); ObjectInputStream is = new ObjectInputStream(in); ) {
return (T) is.readObject();
}
}
}
}
If we look at Test class, the goal is to output something else if the annotation #Serialize is present. In this case we output bytes in String. And when we then read this back, we would like to deserialize it.
Other ways of understanding the goal is to think of maybe using an annotation you would like to encrypt a value and you could decrypt it on readback.
This should be possible, no?
I know i can register TypeAdapters based on field type, however, I would like to be able to use annotations to declare intent instead.
No wrapper classes. You can create a custom JsonSerializer but this requires registering.
In the example above, the type.getRawType().getAnnotation(Serialize.class); is always returning null and Annotation[] annotations = type.getRawType().getAnnotations() always empty, so unable to detect using the factory.
Unsure how to detect the annotation dynamically.
Do you know?
How about using #JsonAdapter? You anyway need to know how to do de-/crypting and need to implement tha per type. For string in your case, for example:
public class CryptoAdapter extends TypeAdapter<String> {
#Override
public void write(JsonWriter out, String value) throws IOException {
out.jsonValue(org.apache.commons.lang3.StringUtils.reverse(value));
}
#Override
public String read(JsonReader in) throws IOException {
return org.apache.commons.lang3.StringUtils.reverse(in.nextString());
}
}
Usage:
public class Test {
#JsonAdapter(CryptoAdapter.class)
String abc = "def";
}
The problem is that Gson does not provide (to my knowledge) any direct means to create some own field processor that lets user to read the field/class member annotations.
In other words you need an access to the field during de-/serialization and that seem not to be possible in an easy way.
That is why there is this #JsonAdapter.
If interested to study more clone source code from GitHub and check:
public final class ReflectiveTypeAdapterFactory implements TypeAdapterFactory
Unfortunately final. There is a method named createBoundField (which I think is the logic behind recognizing #JsonAdapter for fields) and the path and overriding that logic is not so straightforward.
For classes there seems to be solution quite similar to yours:
public final class JsonAdapterAnnotationTypeAdapterFactory
implements TypeAdapterFactory
Both above mentioned are added to the list of TypeAdapterFactories when a new Gson is created.

Deserialize string using custom deserializer specified in field of class

I need to write a method that takes some object, some field name fieldName that exists in the given object's class, and some field value value. The value is the JSON-serialized form of the field. That method shall take the value and deserialize it accordingly, something like this:
static void setField(Object obj, String fieldName, String value) throws Exception {
Field field = obj.getClass().getDeclaredField(fieldName)
Object valObj = objectMapper.readValue(value, field.getType());
field.set(obj, valObj);
}
(I actually only need to retrieve the deserialized value, and not set it again, but this makes it a better example.)
This works, as long as jackson's default deserialization is sufficient. Now let's assume I have a class with a custom (de)serializer:
class SomeDTO {
String foo;
#JsonSerialize(using = CustomInstantSerializer.class)
#JsonDeserialize(using = CustomInstantDeserializer.class)
Instant bar;
}
One possible solution would be to manually check for JsonDeserialize annotations. However, I really do not want to try to replicate whatever policies Jackson follows to decide what serializer to use, as that seems brittle (for example globally registered serializers).
Is there a good way to deserialize the value using the field's deserialization configuration defined in the DTO class? Maybe deserializing the value into the field's type while passing the field's annotations along to Jackson, so they get honored?
I managed to get a hold of an AnnotatedMember instance, which holds all the required information (JSON-annotations and reflective field- or setter/getter-access), but couldn't figure out how I would use it to deserialize a standalone value due to lack of documentation:
final JavaType dtoType = objectMapper.getTypeFactory().constructType(SomeDTO.class);
final BeanDescription description = objectMapper.getDeserializationConfig().introspect(dtoType);
for (BeanPropertyDefinition propDef: beanDescription.findProperties()) {
final AnnotatedMember mutator = propertyDefinition.getNonConstructorMutator();
// now what? Also: How do I filter for the correct property?
}
One possibility would be to serialize the object, replace the given field, and then deserialize it again. This can be easily done when serializing from/to JsonNode instead of JSON-String, like this:
static Object setField(Object obj, String fieldName, String value) throws Exception {
// note: produces a new object instead of modifying the existing one
JsonNode node = objectMapper.valueToTree(obj);
((ObjectNode) node).put(fieldName, value);
return objectMapper.readValue(node.traverse(), obj.getClass());
}
However, serializing and deserializing a whole object just to deserialize a single field seems like a lot of overhead, and might be brittle because other aspects of the DTO class affect the deserialization process of the single field
import com.fasterxml.jackson.core.JsonGenerator;
import com.fasterxml.jackson.core.JsonParser;
import com.fasterxml.jackson.core.JsonProcessingException;
import com.fasterxml.jackson.databind.DeserializationContext;
import com.fasterxml.jackson.databind.DeserializationFeature;
import com.fasterxml.jackson.databind.JsonNode;
import com.fasterxml.jackson.databind.ObjectMapper;
import com.fasterxml.jackson.databind.SerializerProvider;
import com.fasterxml.jackson.databind.annotation.JsonDeserialize;
import com.fasterxml.jackson.databind.annotation.JsonSerialize;
import com.fasterxml.jackson.databind.deser.std.StdDeserializer;
import com.fasterxml.jackson.databind.ser.std.StdSerializer;
import java.io.IOException;
import java.util.Map;
public final class Jackson {
private static final ObjectMapper OBJECT_MAPPER = new ObjectMapper()
.configure(DeserializationFeature.FAIL_ON_UNKNOWN_PROPERTIES, true);
public static void main(String[] args) throws IOException {
Dto source = makeDto("Master", 31337);
Dto dst = makeDto("Slave", 0xDEADBEEF);
//1. read value of field "fieldName" from json source
//2. clones destination object, sets up field "fieldName" and returns it
//3. in case of no field either on "src" or "dst" - throws an exception
Object result = restoreValue(dst, "details", OBJECT_MAPPER.writeValueAsString(source));
System.out.println(result);
}
private static Object restoreValue(Object targetObject, String fieldName, String sourceObjectAsJson) throws IOException {
String targetObjectAsJson = OBJECT_MAPPER.writeValueAsString(targetObject);
Map sourceAsMap = OBJECT_MAPPER.readValue(sourceObjectAsJson, Map.class);
Map targetAsMap = OBJECT_MAPPER.readValue(targetObjectAsJson, Map.class);
targetAsMap.put(fieldName, sourceAsMap.get(fieldName));
String updatedTargetAsJson = OBJECT_MAPPER.writeValueAsString(targetAsMap);
return OBJECT_MAPPER.readValue(updatedTargetAsJson, targetObject.getClass());
}
private static Dto makeDto(String name, int magic) {
Dto dto = new Dto();
dto.setName(name);
CustomDetails details = new CustomDetails();
details.setMagic(magic);
dto.setDetails(details);
return dto;
}
private static final class Dto {
private String name;
#JsonSerialize(using = CustomDetails.CustomDetailsSerializer.class)
#JsonDeserialize(using = CustomDetails.CustomDetailsDeserializer.class)
private CustomDetails details;
public String getName() {
return name;
}
public void setName(String name) {
this.name = name;
}
public CustomDetails getDetails() {
return details;
}
public void setDetails(CustomDetails details) {
this.details = details;
}
#Override
public String toString() {
return "Dto{" +
"name='" + name + '\'' +
", details=" + details +
'}';
}
}
private static final class CustomDetails {
private int magic;
public int getMagic() {
return magic;
}
public void setMagic(int magic) {
this.magic = magic;
}
#Override
public String toString() {
return "CustomDetails{" +
"magic=" + magic +
'}';
}
public static final class CustomDetailsSerializer extends StdSerializer<CustomDetails> {
public CustomDetailsSerializer() {
this(null);
}
public CustomDetailsSerializer(Class<CustomDetails> t) {
super(t);
}
#Override
public void serialize(CustomDetails details, JsonGenerator jg, SerializerProvider serializerProvider) throws IOException {
jg.writeStartObject();
jg.writeNumberField("_custom_property_magic", details.magic);
jg.writeEndObject();
}
}
private static final class CustomDetailsDeserializer extends StdDeserializer<CustomDetails> {
public CustomDetailsDeserializer() {
this(null);
}
public CustomDetailsDeserializer(Class<CustomDetails> t) {
super(t);
}
#Override
public CustomDetails deserialize(JsonParser jp, DeserializationContext deserializationContext) throws IOException, JsonProcessingException {
JsonNode node = jp.getCodec().readTree(jp);
int magic = (Integer) node.get("_custom_property_magic").numberValue();
CustomDetails
customDetails = new CustomDetails();
customDetails.setMagic(magic);
return customDetails;
}
}
}
}
so the output is:
Dto{name='Slave', details=CustomDetails{magic=31337}}

Cannot read XML file using JAXB?

Having issues reading the following XML file that I create.
<?xml version="1.0" encoding="UTF-8" standalone="yes"?>
<prsettings>
<prsetting>
<players>
<player>
<lastDateEntered>0</lastDateEntered>
<lastTournament>1</lastTournament>
<playerId>0</playerId>
<playersStatus>unrated</playersStatus>
<playersTag>asfd</playersTag>
<score>5.0</score>
<setsPlayed>0</setsPlayed>
<tourneysWhileInactive>0</tourneysWhileInactive>
</player>
<player>
<lastDateEntered>0</lastDateEntered>
<lastTournament>1</lastTournament>
<playerId>1</playerId>
<playersStatus>unrated</playersStatus>
<playersTag>ba</playersTag>
<score>5.0</score>
<setsPlayed>0</setsPlayed>
<tourneysWhileInactive>0</tourneysWhileInactive>
</player>
<player>
<lastDateEntered>0</lastDateEntered>
<lastTournament>1</lastTournament>
<playerId>2</playerId>
<playersStatus>unrated</playersStatus>
<playersTag>asdgf</playersTag>
<score>5.0</score>
<setsPlayed>0</setsPlayed>
<tourneysWhileInactive>0</tourneysWhileInactive>
</player>
</players>
<challongeApiKey>asbg</challongeApiKey>
<challongeUsername>asf</challongeUsername>
<implementPointDecay>false</implementPointDecay>
<numSetsNeeded>5</numSetsNeeded>
<numTourneysForActive>2</numTourneysForActive>
<numTourneysForInnactive>5</numTourneysForInnactive>
<numTourneysNeeded>5</numTourneysNeeded>
<pointsRemoved>5</pointsRemoved>
<prName>asf</prName>
<removeInnactive>false</removeInnactive>
<showPlacingDiff>false</showPlacingDiff>
<showPointDiff>false</showPointDiff>
<startOfDecay>3</startOfDecay>
</prsetting>
I have an observableList of PRSetting objects and within the PRSetting objects I have an ArrayList of Players. This is why I created a POJO file and within the PRSetting Object the only object I set up was the following.
#XmlElementWrapper(name="players")
#XmlElement(name ="player")
private ArrayList<PlayerProfile> playersList = new ArrayList<PlayerProfile>();
Here is also my POJO file that is supposed to be used to write and read the XML file.
#XmlRootElement (name = "prsettings")
public class PRSettingsWrapper {
private ObservableList<PRSettings> prList;
#XmlElement(name = "prsetting")
public ObservableList<PRSettings> getPrList(){
return prList;
}
public void setPrList(ObservableList<PRSettings> prList){
this.prList = prList;
}
}
For some reason whenever I attempt to to load the data with the following code
JAXBContext context = JAXBContext
.newInstance(PRSettingsWrapper.class);
Unmarshaller um = context.createUnmarshaller();
// Reading XML from the file and unmarshalling.
PRSettingsData wrapper = (PRSettingsData) um.unmarshal(file);
prList.clear();
prList.addAll(wrapper.getPrList());
// Save the file path to the registry.
setPrSettingsFilePath(file);
I cannot seem to successfully load the xml files into the objects. The file path is working correctly, but I'm not sure what I'm doing wrong.
Thank you in advance for your help.
Sorry to mislead you about the cause.
The problem is caused by ObservableList;
You can refer to this article:
Marshalling ObservableList with JAXB
I modified code from the link above, and the followings should be workable.
anotherTest.MyContainer
package anotherTest;
import java.util.List;
import javafx.collections.FXCollections;
import javafx.collections.ObservableList;
import javax.xml.bind.annotation.XmlElement;
import javax.xml.bind.annotation.XmlElementWrapper;
import javax.xml.bind.annotation.XmlElements;
import javax.xml.bind.annotation.XmlRootElement;
#XmlRootElement(name = "prsettings")
public class MyContainer extends MyObject {
private ObservableList<MyObject> children = FXCollections.observableArrayList();
#XmlElements({ #XmlElement(name = "prsetting", type = MyObject.class) })
public List<MyObject> getChildren() {
return children;
}
public String toString() {
StringBuilder sb = new StringBuilder();
sb.append("children:");
for (MyObject node : children) {
sb.append("\n");
sb.append(" " + node.toString());
}
return sb.toString();
}
}
anotherTest.MyObject
package anotherTest;
import java.util.List;
import javax.xml.bind.annotation.XmlElement;
import javax.xml.bind.annotation.XmlElementWrapper;
import javax.xml.bind.annotation.XmlType;
#XmlType(name = "Object")
public class MyObject {
private String challongeApiKey;
#XmlElementWrapper(name = "players")
private List<PlayerProfile> player;
public String getChallongeApiKey() {
return challongeApiKey;
}
public void setChallongeApiKey(String challongeApiKey) {
this.challongeApiKey = challongeApiKey;
}
public List<PlayerProfile> getPlayer() {
return player;
}
public void setPlayers(List<PlayerProfile> player) {
this.player = player;
}
}
anotherTest.PlayerProfile
package anotherTest;
public class PlayerProfile {
private int playerId;
private String playersStatus;
public int getPlayerId() {
return playerId;
}
public void setPlayerId(int playerId) {
this.playerId = playerId;
}
public String getPlayersStatus() {
return playersStatus;
}
public void setPlayersStatus(String playersStatus) {
this.playersStatus = playersStatus;
}
}
anotherTest.Example
package anotherTest;
import java.io.StringReader;
import java.io.StringWriter;
import java.util.ArrayList;
import java.util.List;
import javax.xml.bind.JAXBContext;
import javax.xml.bind.Marshaller;
import javax.xml.bind.Unmarshaller;
public class Example {
public static void main(String[] args) {
// create container with list
MyContainer container = new MyContainer();
// add objects
MyObject object;
object = new MyObject();
object.setChallongeApiKey("ABCABC");
container.getChildren().add(object);
PlayerProfile p = new PlayerProfile();
p.setPlayerId(1);
p.setPlayersStatus("unrated");
List<PlayerProfile> l = new ArrayList<>();
l.add(0, p);
object.setPlayers(l);
// marshal
String baseXml = marshal(container);
// unmarshal
container = unmarshal(baseXml);
System.out.println("unmarshal test: " + container.getChildren().get(0).getChallongeApiKey());
System.out.println("unmarshal test: " + container.getChildren().get(0).getPlayer().get(0).getPlayerId());
System.out.println("unmarshal test: " + container.getChildren().get(0).getPlayer().get(0).getPlayersStatus());
System.exit(0);
}
public static String marshal(MyContainer base) {
try {
JAXBContext jaxbContext = JAXBContext.newInstance(MyContainer.class);
Marshaller jaxbMarshaller = jaxbContext.createMarshaller();
jaxbMarshaller.setProperty(Marshaller.JAXB_FORMATTED_OUTPUT, true);
StringWriter stringWriter = new StringWriter();
jaxbMarshaller.marshal(base, stringWriter);
String xml = stringWriter.toString();
System.out.println("XML:\n" + xml);
return xml;
} catch (Exception e) {
throw new RuntimeException(e);
}
}
public static MyContainer unmarshal(String xml) {
try {
JAXBContext jaxbContext = JAXBContext.newInstance(MyContainer.class);
Unmarshaller jaxbUnmarshaller = jaxbContext.createUnmarshaller();
StringReader stringReader = new StringReader(xml);
MyContainer container = (MyContainer) jaxbUnmarshaller.unmarshal(stringReader);
return container;
} catch (Exception e) {
throw new RuntimeException(e);
}
}
}
the output in the console is
XML:
<?xml version="1.0" encoding="UTF-8" standalone="yes"?>
<prsettings>
<prsetting>
<players>
<player>
<playerId>1</playerId>
<playersStatus>unrated</playersStatus>
</player>
</players>
<challongeApiKey>ABCABC</challongeApiKey>
</prsetting>
</prsettings>
unmarshal test: ABCABC
unmarshal test: 1
unmarshal test: unrated
Sorry, I don't know why either. I tested that if declare children to List<MyObject>, it can work properly. However, when it comes to ObservableList, you must declare it like this, or NullPointerException will occur when unmarshalling (but the same code works well on marshalling).
private ObservableList<MyObject> children = FXCollections.observableArrayList();

Jackson deserialization of type with different objects

I have a result from a web service that returns either a boolean value or a singleton map, e.g.
Boolean result:
{
id: 24428,
rated: false
}
Map result:
{
id: 78,
rated: {
value: 10
}
}
Individually I can map both of these easily, but how do I do it generically?
Basically I want to map it to a class like:
public class Rating {
private int id;
private int rated;
...
public void setRated(?) {
// if value == false, set rated = -1;
// else decode "value" as rated
}
}
All of the polymorphic examples use #JsonTypeInfo to map based on a property in the data, but I don't have that option in this case.
EDIT
The updated section of code:
#JsonProperty("rated")
public void setRating(JsonNode ratedNode) {
JsonNode valueNode = ratedNode.get("value");
// if the node doesn't exist then it's the boolean value
if (valueNode == null) {
// Use a default value
this.rating = -1;
} else {
// Convert the value to an integer
this.rating = valueNode.asInt();
}
}
No no no. You do NOT have to write a custom deserializer. Just use "untyped" mapping first:
public class Response {
public long id;
public Object rated;
}
// OR
public class Response {
public long id;
public JsonNode rated;
}
Response r = mapper.readValue(source, Response.class);
which gives value of Boolean or java.util.Map for "rated" (with first approach); or a JsonNode in second case.
From that, you can either access data as is, or, perhaps more interestingly, convert to actual value:
if (r.rated instanceof Boolean) {
// handle that
} else {
ActualRated actual = mapper.convertValue(r.rated, ActualRated.class);
}
// or, if you used JsonNode, use "mapper.treeToValue(ActualRated.class)
There are other kinds of approaches too -- using creator "ActualRated(boolean)", to let instance constructed either from POJO, or from scalar. But I think above should work.
You have to write your own deserializer. It could look like this:
#SuppressWarnings("unchecked")
class RatingJsonDeserializer extends JsonDeserializer<Rating> {
#Override
public Rating deserialize(JsonParser jp, DeserializationContext ctxt) throws IOException, JsonProcessingException {
Map<String, Object> map = jp.readValueAs(Map.class);
Rating rating = new Rating();
rating.setId(getInt(map, "id"));
rating.setRated(getRated(map));
return rating;
}
private int getInt(Map<String, Object> map, String propertyName) {
Object object = map.get(propertyName);
if (object instanceof Number) {
return ((Number) object).intValue();
}
return 0;
}
private int getRated(Map<String, Object> map) {
Object object = map.get("rated");
if (object instanceof Boolean) {
if (((Boolean) object).booleanValue()) {
return 0; // or throw exception
}
return -1;
}
if (object instanceof Map) {
return getInt(((Map<String, Object>) object), "value");
}
return 0;
}
}
Now you have to tell Jackson to use this deserializer for Rating class:
#JsonDeserialize(using = RatingJsonDeserializer.class)
class Rating {
...
}
Simple usage:
ObjectMapper objectMapper = new ObjectMapper();
System.out.println(objectMapper.readValue(json, Rating.class));
Above program prints:
Rating [id=78, rated=10]
for JSON:
{
"id": 78,
"rated": {
"value": 10
}
}
and prints:
Rating [id=78, rated=-1]
for JSON:
{
"id": 78,
"rated": false
}
I found a nice article on the subject: http://programmerbruce.blogspot.com/2011/05/deserialize-json-with-jackson-into.html
I think that the approach of parsing into object, is possibly problematic, because when you send it, you send a string. I am not sure it is an actual issue, but it sounds like some possible unexpected behavior.
example 5 and 6 show that you can use inheritance for this.
Example:
Example 6: Simple Deserialization Without Type Element To Container Object With Polymorphic Collection
Some real-world JSON APIs have polymorphic type members, but don't include type elements (unlike the JSON in the previous examples). Deserializing such sources into polymorphic collections is a bit more involved. Following is one relatively simple solution. (This example includes subsequent serialization of the deserialized Java structure back to input JSON, but the serialization is relatively uninteresting.)
// input and output:
// {
// "animals":
// [
// {"name":"Spike","breed":"mutt","leash_color":"red"},
// {"name":"Fluffy","favorite_toy":"spider ring"},
// {"name":"Baldy","wing_span":"6 feet",
// "preferred_food":"wild salmon"}
// ]
// }
import java.io.File;
import java.io.IOException;
import java.util.Collection;
import java.util.HashMap;
import java.util.Iterator;
import java.util.Map;
import java.util.Map.Entry;
import org.codehaus.jackson.JsonNode;
import org.codehaus.jackson.JsonParser;
import org.codehaus.jackson.JsonProcessingException;
import org.codehaus.jackson.Version;
import org.codehaus.jackson.map.DeserializationContext;
import org.codehaus.jackson.map.ObjectMapper;
import org.codehaus.jackson.map.deser.StdDeserializer;
import org.codehaus.jackson.map.module.SimpleModule;
import org.codehaus.jackson.node.ObjectNode;
import fubar.CamelCaseNamingStrategy;
public class Foo
{
public static void main(String[] args) throws Exception
{
AnimalDeserializer deserializer =
new AnimalDeserializer();
deserializer.registerAnimal("leash_color", Dog.class);
deserializer.registerAnimal("favorite_toy", Cat.class);
deserializer.registerAnimal("wing_span", Bird.class);
SimpleModule module =
new SimpleModule("PolymorphicAnimalDeserializerModule",
new Version(1, 0, 0, null));
module.addDeserializer(Animal.class, deserializer);
ObjectMapper mapper = new ObjectMapper();
mapper.setPropertyNamingStrategy(
new CamelCaseNamingStrategy());
mapper.registerModule(module);
Zoo zoo =
mapper.readValue(new File("input_6.json"), Zoo.class);
System.out.println(mapper.writeValueAsString(zoo));
}
}
class AnimalDeserializer extends StdDeserializer<Animal>
{
private Map<String, Class<? extends Animal>> registry =
new HashMap<String, Class<? extends Animal>>();
AnimalDeserializer()
{
super(Animal.class);
}
void registerAnimal(String uniqueAttribute,
Class<? extends Animal> animalClass)
{
registry.put(uniqueAttribute, animalClass);
}
#Override
public Animal deserialize(
JsonParser jp, DeserializationContext ctxt)
throws IOException, JsonProcessingException
{
ObjectMapper mapper = (ObjectMapper) jp.getCodec();
ObjectNode root = (ObjectNode) mapper.readTree(jp);
Class<? extends Animal> animalClass = null;
Iterator<Entry<String, JsonNode>> elementsIterator =
root.getFields();
while (elementsIterator.hasNext())
{
Entry<String, JsonNode> element=elementsIterator.next();
String name = element.getKey();
if (registry.containsKey(name))
{
animalClass = registry.get(name);
break;
}
}
if (animalClass == null) return null;
return mapper.readValue(root, animalClass);
}
}
class Zoo
{
public Collection<Animal> animals;
}
abstract class Animal
{
public String name;
}
class Dog extends Animal
{
public String breed;
public String leashColor;
}
class Cat extends Animal
{
public String favoriteToy;
}
class Bird extends Animal
{
public String wingSpan;
public String preferredFood;
}
I asked a similar question - JSON POJO consumer of polymorphic objects
You have to write your own deserialiser that gets a look-in during the deserialise process and decides what to do depending on the data.
There may be other easier methods but this method worked well for me.

Jackson JSON custom serialization for certain fields

Is there a way using Jackson JSON Processor to do custom field level serialization? For example, I'd like to have the class
public class Person {
public String name;
public int age;
public int favoriteNumber;
}
serialized to the follow JSON:
{ "name": "Joe", "age": 25, "favoriteNumber": "123" }
Note that age=25 is encoded as a number while favoriteNumber=123 is encoded as a string. Out of the box Jackson marshalls int to a number. In this case I want favoriteNumber to be encoded as a string.
You can implement a custom serializer as follows:
public class Person {
public String name;
public int age;
#JsonSerialize(using = IntToStringSerializer.class, as=String.class)
public int favoriteNumber:
}
public class IntToStringSerializer extends JsonSerializer<Integer> {
#Override
public void serialize(Integer tmpInt,
JsonGenerator jsonGenerator,
SerializerProvider serializerProvider)
throws IOException, JsonProcessingException {
jsonGenerator.writeObject(tmpInt.toString());
}
}
Java should handle the autoboxing from int to Integer for you.
Jackson-databind (at least 2.1.3) provides special ToStringSerializer (com.fasterxml.jackson.databind.ser.std.ToStringSerializer)
Example:
public class Person {
public String name;
public int age;
#JsonSerialize(using = ToStringSerializer.class)
public int favoriteNumber:
}
Add a #JsonProperty annotated getter, which returns a String, for the favoriteNumber field:
public class Person {
public String name;
public int age;
private int favoriteNumber;
public Person(String name, int age, int favoriteNumber) {
this.name = name;
this.age = age;
this.favoriteNumber = favoriteNumber;
}
#JsonProperty
public String getFavoriteNumber() {
return String.valueOf(favoriteNumber);
}
public static void main(String... args) throws Exception {
Person p = new Person("Joe", 25, 123);
ObjectMapper mapper = new ObjectMapper();
System.out.println(mapper.writeValueAsString(p));
// {"name":"Joe","age":25,"favoriteNumber":"123"}
}
}
jackson-annotations provides #JsonFormat which can handle a lot of customizations without the need to write the custom serializer.
For example, requesting a STRING shape for a field with numeric type will output the numeric value as string
public class Person {
public String name;
public int age;
#JsonFormat(shape = JsonFormat.Shape.STRING)
public int favoriteNumber;
}
will result in the desired output
{"name":"Joe","age":25,"favoriteNumber":"123"}
In case you don't want to pollute your model with annotations and want to perform some custom operations, you could use mixins.
ObjectMapper mapper = new ObjectMapper();
SimpleModule simpleModule = new SimpleModule();
simpleModule.setMixInAnnotation(Person.class, PersonMixin.class);
mapper.registerModule(simpleModule);
Override age:
public abstract class PersonMixin {
#JsonSerialize(using = PersonAgeSerializer.class)
public String age;
}
Do whatever you need with the age:
public class PersonAgeSerializer extends JsonSerializer<Integer> {
#Override
public void serialize(Integer integer, JsonGenerator jsonGenerator, SerializerProvider serializerProvider) throws IOException {
jsonGenerator.writeString(String.valueOf(integer * 52) + " months");
}
}
with the help of #JsonView we can decide fields of model classes to serialize which satisfy the minimal criteria ( we have to define the criteria) like we can have one core class with 10 properties but only 5 properties can be serialize which are needful for client only
Define our Views by simply creating following class:
public class Views
{
static class Android{};
static class IOS{};
static class Web{};
}
Annotated model class with views:
public class Demo
{
public Demo()
{
}
#JsonView(Views.IOS.class)
private String iosField;
#JsonView(Views.Android.class)
private String androidField;
#JsonView(Views.Web.class)
private String webField;
// getters/setters
...
..
}
Now we have to write custom json converter by simply extending HttpMessageConverter class from spring as:
public class CustomJacksonConverter implements HttpMessageConverter<Object>
{
public CustomJacksonConverter()
{
super();
//this.delegate.getObjectMapper().setConfig(this.delegate.getObjectMapper().getSerializationConfig().withView(Views.ClientView.class));
this.delegate.getObjectMapper().configure(MapperFeature.DEFAULT_VIEW_INCLUSION, true);
this.delegate.getObjectMapper().setSerializationInclusion(Include.NON_NULL);
}
// a real message converter that will respond to methods and do the actual work
private MappingJackson2HttpMessageConverter delegate = new MappingJackson2HttpMessageConverter();
#Override
public boolean canRead(Class<?> clazz, MediaType mediaType) {
return delegate.canRead(clazz, mediaType);
}
#Override
public boolean canWrite(Class<?> clazz, MediaType mediaType) {
return delegate.canWrite(clazz, mediaType);
}
#Override
public List<MediaType> getSupportedMediaTypes() {
return delegate.getSupportedMediaTypes();
}
#Override
public Object read(Class<? extends Object> clazz,
HttpInputMessage inputMessage) throws IOException,
HttpMessageNotReadableException {
return delegate.read(clazz, inputMessage);
}
#Override
public void write(Object obj, MediaType contentType, HttpOutputMessage outputMessage) throws IOException, HttpMessageNotWritableException
{
synchronized(this)
{
String userAgent = ((ServletRequestAttributes) RequestContextHolder.getRequestAttributes()).getRequest().getHeader("userAgent");
if ( userAgent != null )
{
switch (userAgent)
{
case "IOS" :
this.delegate.getObjectMapper().setConfig(this.delegate.getObjectMapper().getSerializationConfig().withView(Views.IOS.class));
break;
case "Android" :
this.delegate.getObjectMapper().setConfig(this.delegate.getObjectMapper().getSerializationConfig().withView(Views.Android.class));
break;
case "Web" :
this.delegate.getObjectMapper().setConfig(this.delegate.getObjectMapper().getSerializationConfig().withView( Views.Web.class));
break;
default:
this.delegate.getObjectMapper().setConfig(this.delegate.getObjectMapper().getSerializationConfig().withView( null ));
break;
}
}
else
{
// reset to default view
this.delegate.getObjectMapper().setConfig(this.delegate.getObjectMapper().getSerializationConfig().withView( null ));
}
delegate.write(obj, contentType, outputMessage);
}
}
}
Now there is need to tell spring to use this custom json convert by simply putting this in dispatcher-servlet.xml
<mvc:annotation-driven>
<mvc:message-converters register-defaults="true">
<bean id="jsonConverter" class="com.mactores.org.CustomJacksonConverter" >
</bean>
</mvc:message-converters>
</mvc:annotation-driven>
That's how you will able to decide which fields to get serialize.
You can create a custom serializer inline in the mixin. Then annotate a field with it. See example below that appends " - something else " to lang field. This is kind of hackish - if your serializer requires something like a repository or anything injected by spring, this is going to be a problem. Probably best to use a custom deserializer/serializer instead of a mixin.
package com.test;
import com.fasterxml.jackson.annotation.JsonAutoDetect;
import com.fasterxml.jackson.annotation.JsonAutoDetect.Visibility;
import com.fasterxml.jackson.annotation.JsonProperty;
import com.fasterxml.jackson.annotation.JsonPropertyOrder;
import com.fasterxml.jackson.core.JsonGenerator;
import com.fasterxml.jackson.core.JsonProcessingException;
import com.fasterxml.jackson.databind.JsonSerializer;
import com.fasterxml.jackson.databind.SerializerProvider;
import com.fasterxml.jackson.databind.annotation.JsonSerialize;
import com.test.Argument;
import java.io.IOException;
import java.util.HashMap;
import java.util.List;
import java.util.Map;
//Serialize only fields explicitly mentioned by this mixin.
#JsonAutoDetect(
fieldVisibility = Visibility.NONE,
setterVisibility = Visibility.NONE,
getterVisibility = Visibility.NONE,
isGetterVisibility = Visibility.NONE,
creatorVisibility = Visibility.NONE
)
#JsonPropertyOrder({"lang", "name", "value"})
public abstract class V2ArgumentMixin {
#JsonProperty("name")
private String name;
#JsonSerialize(using = LangCustomSerializer.class, as=String.class)
#JsonProperty("lang")
private String lang;
#JsonProperty("value")
private Object value;
public static class LangCustomSerializer extends JsonSerializer<String> {
#Override
public void serialize(String value,
JsonGenerator jsonGenerator,
SerializerProvider serializerProvider)
throws IOException, JsonProcessingException {
jsonGenerator.writeObject(value.toString() + " - something else");
}
}
}

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