Deserialize nested object with GSON - java

I'm trying to deserialize the following structure
{ meta: { keywords: [a, b, c, d]} ... }
other valid structures are
{ meta: { keywords: "a,b,c,d"} ... }
and
{ meta: {keywords: "a"} ...}
I have this classes
public class Data {
#PropertyName("meta")
MetaData meta;
...
}
public class MetaData {
List<String> keywords;
...
}
and a custom deserializer
public static class CustomDeserilizer implements JsonDeserializer<MetaData>{
#Override
public MetaData deserialize(JsonElement json, Type typeOfT, JsonDeserializationContext context) throws JsonParseException {
List<String> keywords = null;
Gson gson = new Gson();
MetaData metaData = gson.fromJson(json, AppMetaData.class);
JsonObject jsonObject = json.getAsJsonObject();
if (jsonObject.has("keywords")) {
JsonElement elem = jsonObject.get("keywords");
if (elem != null && !elem.isJsonNull()) {
if (jsonObject.get("keywords").isJsonArray()) {
keywords = gson.fromJson(jsonObject.get("keywords"), new TypeToken<List<String>>() {
}.getType());
} else {
String keywordString = gson.fromJson(jsonObject.get("keywords"), String.class);
keywords = new ArrayList<String>();
list.addAll(Arrays.asList(keywordString.split(",")));
}
}
}
metaData.setKeywords(keywords);
}
Then I try to apply the deserilizer:
Gson gson = new GsonBuilder()
.registerTypeAdapter(Data.class,new CustomDeserilizer())
.create();
But I get a parsing error , because is trying to deserialize Data instead of MetaData, how can I apply this deserializer to make it work right?

I solved it creating a deserializer for my class Data.
public static class DataDeserilizer implements JsonDeserializer {
#Override
public Data deserialize(JsonElement json, Type typeOfT, JsonDeserializationContext context) throws JsonParseException {
Gson gson = new Gson();
Data data = gson.fromJson(json, Data.class);
JsonObject jsonObject = json.getAsJsonObject();
if (jsonObject.has("meta")) {
JsonElement elem = jsonObject.get("meta");
if (elem != null && !elem.isJsonNull()) {
Gson gsonDeserializer = new GsonBuilder()
.registerTypeAdapter(MetaData.class, new CustomDeserilizer())
.create();
gsonDeserializer.fromJson(jsonObject.get("meta"), Data.class);
}
}
return data;
}
}
And
Gson gson = new GsonBuilder()
.registerTypeAdapter(Data.class,new DataDeserilizer())
.create();
Pretty obvious, but is there a more elegant solution?

Firstly, rename your class to meta instead of metadata and make keywords String instead of List.Then use the following to map your JSonString into your object.
Gson gson = new GsonBuilder().create();
Meta meta = gson.from(yourJsonString,Meta.class);
In order to get keywords only, you need this.
JsonObject jsonObject = new JsonObject(yourJSonString);
String data = jsonObject.getJsonObject("meta").getString("keywords");
keywords is a JsonObject not an JsonArray so you can't directly map it
onto List. You can split the string to get keywords in an array.
String keywords[] = data.split(",");

Here's a concise solution that leverages Java inheritance to represent the nested structure; and therefore does not need to provide any actual instance member fields (mappings, etc) for capturing the nested String data that GSON maps.
Step 1: For readability, create an empty object to represent the nested mapping
public class StateRegionCitiesMap extends HashMap<String, List<String>> {
}
Step 2: Add the one line of actual code to do the mapping; no other serialize/deserialize logic to manage
protected void loadContent(JsonObject stateRegionsJsonObject) {
HashMap<String, StateRegionCitiesMap> stateRegionCitiesMap =
mGson.fromJson(
stateRegionsJsonObject,
new TypeToken<HashMap<String, StateRegionCitiesMap>>() {
}.getType()
);
}
Alternatively, you can skip the wrapper class altogether and just directly put <String, List<String>> in the GSON call. However, I find an explicit object helps to inform/remind whoever is reading the code, what the purpose is.
Example JSON:
The class StateRegionCitiesMap represents a multi-tier map structure for say:
[US State] -> [State-Region Key] -> [Sub-Region Key] -> CitiesArray[]
"CA": {
"Central CA": {
"Central Valley": [
"FRESNO",
"VISALIA"
],
"Sacramento Area": [
"SACRAMENTO",
"EL DORADO HILLS"
]
},

This suppose to achieve what you want easily. You should define an inner static class. You can keep nesting classes to define keywords as class Keywords, etc. Just remember to have a field in the containing class, i.e.
in your inner class have private Keywords keywords;
In your Main class:
Gson gson = new Gson();
Data data = gson.fromJson(SOME_JSON_STRING, Data.class);
In a class called Data:
public class Data {
private Meta meta;
static class Meta{
private String[] keywords;
}
}

Related

GSON - How can I parse two JSONArrays with the same name, but different parameters?

In the Reddit JSON API, comments can contain two different types of JSONArrays, both called "children".
"children" is usually an array of Objects containing a String "kind" and Object "data":
"children": [ { "kind": "t3", "data": {} } ...]
I've been handling these fine. My problem is that, sometimes, children will be a simple String array:
"children": [ "e78i3mq", "e78hees", "e78jq6q" ]
When parsing these, GSON throws an exception like the following:
Caused by: java.lang.IllegalStateException: Expected BEGIN_OBJECT but
was STRING at line 1 column 3780 path
$[1].data.children[0].data.replies.data.children[0].data.replies.data.children[0].data.replies.data.children[0].data.children[0]
How can I handle these String array cases?
If the same endpoint is returning a different type in some instances I suggest wrapping that part in an object and using a deserializer to check the type and assign accordingly. You can do something like this:
public Parent serialize(String jsonString) {
GsonBuilder builder = new GsonBuilder();
builder.registerTypeAdapter(WrappedChild.class, new ChildDeserializer());
Gson gson = builder.create();
return gson.fromJson(jsonString, Parent.class);
}
class Parent {
public List<WrappedChild> children;
}
class ObjectChild {
public String body;
}
class WrappedChild {
public ObjectChild objectChild;
public String stringChild;
}
class ChildDeserializer implements JsonDeserializer<WrappedChild> {
private Gson gson = new Gson();
#Override
public WrappedChild deserialize(JsonElement json, Type typeOfT, JsonDeserializationContext context) throws JsonParseException {
if (json != null) {
if (json.isJsonObject()) {
WrappedChild result = new WrappedChild();
result.objectChild = gson.fromJson(json, ObjectChild.class);
return result;
} else if (json.isJsonPrimitive()) {
WrappedChild result = new WrappedChild();
result.stringChild = json.getAsString();
return result;
}
}
return null; // Or throw new Exception("Unknown child type");
}
}
If you are using retrofit just pass the Gson created by the builder to GsonConverterFactory.create as a parameter when creating your service.
You should carefully study answer from Emre Eran because that way you will have a total control of deserializing. I will just give an another approach which in some cases might require less effort. It bases on the "basic intelligence" of Gson deserializing.
If you declare your class that contains children like:
public class Parent {
Collection<?> children;
}
Gson tries its best to "guess" the object type. If it faces a simple string it will be deserialized to a String. If it faces data like in your 1st Json example, it will deserialized to com.google.gson.internal.LinkedTreeMap which is just a Java version of Json tree.
So depending on how complex is the data object in your 1st example and how you use the result overall you might not need to write custom deserializers (which anyway might be better solution eventually).
Sorry for the late answer, thanks for leading me in the right direction Emre!
I ended up getting GsonBuilder to work with a custom method, getGsonAdaptedData.
After retrieving the JSON response in a background thread:
...
Gson gson = new GsonBuilder().registerTypeAdapter(Data.class, (JsonDeserializer<Data>) (arg0, arg1, arg2) -> {
JsonObject dataJsonObject = arg0.getAsJsonObject();
Data data = new Gson().fromJson(dataJsonObject, Data.class);
return RedditUtils.getGsonAdaptedData(dataJsonObject.get("children").getAsJsonArray(), data);
}).create();
final Feed responseSubredditFeed = gson.fromJson(jsonString, Feed.class);
...
RedditUtils.getGsonAdaptedData
// JSON returned for Reddit comments can contain two types of arrays named "children"
// This method checks to see if we were given a Children array or String array
// JSON member "replies" is similar, and can be found in the Data of some Children
// If the method finds a nested "children" array, it recursively adapts its Data
public static Data getGsonAdaptedData(JsonArray childrenJsonArray, Data data) {
if (childrenJsonArray.size() > 0) {
Gson gson = new Gson();
if (childrenJsonArray.get(0).isJsonObject()) {
data.setChildrenList(gson.fromJson(childrenJsonArray,
new TypeToken<List<Children>>() {
}.getType()));
// Loops through every Data object in the array looking for children and replies
for (int i = 0; i < childrenJsonArray.size(); i++) {
JsonObject nestedDataJsonObject = childrenJsonArray.get(i).getAsJsonObject().get("data").getAsJsonObject();
if (nestedDataJsonObject.has("children")) {
getGsonAdaptedData(nestedDataJsonObject.get("children").getAsJsonArray(), data.getChildren().get(i).getData());
} else if (nestedDataJsonObject.has("replies") && nestedDataJsonObject.get("replies").isJsonObject()) {
data.getChildren().get(i).getData().setRepliesObject(gson.fromJson(nestedDataJsonObject.get("replies"),
new TypeToken<Replies>() {
}.getType()));
getGsonAdaptedData(nestedDataJsonObject.get("replies").getAsJsonObject().get("data").getAsJsonObject().get("children").getAsJsonArray(), data.getChildren().get(i).getData());
}
}
} else {
data.setRepliesList(gson.fromJson(childrenJsonArray,
new TypeToken<List<String>>() {
}.getType()));
}
}
return data;
}

How to lowercase the JsonElement value in the custom deserializer Gson?

I have a custom deserializer for my class as shown below:
private class HolderDeserializer implements JsonDeserializer<Holder> {
#Override
public Holder deserialize(JsonElement json, Type type, JsonDeserializationContext context)
throws JsonParseException {
Type mapType = new TypeToken<Map<String, String>>() {}.getType();
// in the below data map, I want value to be stored in lowercase
// how can I do that?
Map<String, String> data = context.deserialize(json, mapType);
return new Holder(data);
}
}
And this is how I register my deserializer when creating the Gson object:
GsonBuilder gsonBuilder = new GsonBuilder();
gsonBuilder.registerTypeAdapter(Holder.class, new HolderDeserializer());
Gson gson = gsonBuilder.create();
And finally, parsing my JSON like this:
Type responseType = new TypeToken<Map<String, Holder>>() {}.getType();
Map<String, Holder> response = gson.fromJson(jsonLine, responseType);
In my deserialize method, value of json is coming as like this {"linkedTo":"COUNT"} and then it get loaded into data map as {linkedTo=COUNT}. I wanted to see if there is any way by which all the value of data map can be lowercase so instead of this {linkedTo=COUNT}, it should get stored like this {linkedTo=count} in data map automatically?
Is there any way to do this in Gson itself automatically?
Update:
Below is my JSON content:
{
"abc": {
"linkedTo": "COUNT",
// possibly more data...
},
"plmtq": {
"linkedTo": "TITLE",
"decode": "TRUE",
// possibly more data...
}
}
Firstly, it is suggested to use Gson TypeAdapter instead of JsonDeserializer. So I'm going to answer your question with it:
New applications should prefer TypeAdapter, whose streaming API is
more efficient than this interface's tree API.
More information.
Question: How can we modify the json content before deserialization ?
One of the solutions: Preprocess the json content before deserialization and modify some of its contents.
How can we achive this with TypeAdapter: Define a custom TypeAdapter, get the json content at its read method (which is called just before the deserialization) and modify the content.
Code sample:
Define a TypeAdapterFactory and a TypeAdapter;
TypeAdapterFactory myCustomTypeAdapterFactory = new TypeAdapterFactory() {
#Override
public <T> TypeAdapter<T> create(Gson gson, TypeToken<T> type) {
final TypeAdapter<JsonElement> elementAdapter = gson.getAdapter(JsonElement.class);
final TypeAdapter<T> delegate = gson.getDelegateAdapter(this, type); //
return new TypeAdapter<T>() {
public void write(JsonWriter out, T value) throws IOException {
JsonElement tree = delegate.toJsonTree(value);
beforeWrite(value, tree);
elementAdapter.write(out, tree);
}
public T read(JsonReader in) throws IOException {
JsonElement tree = elementAdapter.read(in);
afterRead(tree);
return delegate.fromJsonTree(tree);
}
/**
* Modify {#code toSerialize} before it is written to
* the outgoing JSON stream.
*/
protected void beforeWrite(T source, JsonElement toSerialize) {
}
/**
* Modify {#code deserialized} before it is parsed
*/
protected void afterRead(JsonElement deserialized) {
if(deserialized instanceof JsonObject) {
JsonObject jsonObject = ((JsonObject)deserialized);
Set<Map.Entry<String, JsonElement>> entrySet = jsonObject.entrySet();
for(Map.Entry<String,JsonElement> entry : entrySet){
if(entry.getValue() instanceof JsonPrimitive) {
if(entry.getKey().equalsIgnoreCase("linkedTo")) {
String val = jsonObject.get(entry.getKey()).toString();
jsonObject.addProperty(entry.getKey(), val.toLowerCase());
}
} else {
afterRead(entry.getValue());
}
}
}
}
};
}
};
We've added an extra process before deserialization. We get the entrySet from json content and updated linkedTo key's value.
Working sample:
String jsonContent = "{\"abc\":{\"linkedTo\":\"COUNT\"},\"plmtq\":{\"linkedTo\":\"TITLE\",\"decode\":\"TRUE\"}}";
GsonBuilder gsonBuilder = new GsonBuilder();
gsonBuilder.registerTypeAdapterFactory(myCustomTypeAdapterFactory);
Gson gson = gsonBuilder.create();
Map mapDeserialized = gson.fromJson(jsonContent, Map.class);
Output:
This is the similar answer for your question.

Android: deserialize dynamic JSON with Retrofit and Jackson

I need to deserialize a dynamic JSON with unknown name of properties and I can't get it done.
The JSON looks like this:
{
Player: [
{
name: "name",
surname: "surname",
email: "email",
photo: "photo",
position: "position"
}
],
...
}
So basically, this would be a JSON object containing multiple arrays.
The name of the name of the JSON array -Player- is dynamic, and I have just included the first array, but in the JSON object there can be multiple arrays.
Otherwise, if the wasn't dynamic, then I would include it in the declaration of the fields of the model with #JsonProperty.
Thanks a lot in advance.
What I did here was creating my own deserializer and using it when creating the Gson:
Gson gson = new GsonBuilder().registerTypeAdapter(MyModel.class,
new MyJsonDeserializer())
.create();
And here's the deserializer:
public class MyJsonDeserializer implements JsonDeserializer<MyModel> {
#Override
public MyModel deserialize(JsonElement json, Type typeOfT, JsonDeserializationContext context) throws JsonParseException {
Gson gson = new GsonBuilder().create();
MyModel myModel = new MyModel();
Iterator it = ((JsonObject) json).entrySet().iterator();
while (it.hasNext()) {
Map.Entry entry = (Map.Entry) it.next();
if (entry.getValue() instanceof JsonArray) {
JsonArray myModelJsonArray = (JsonArray) entry.getValue();
MyModel2 mymodel2 = new MyModel2();
if (entry.getKey() instanceof String) {
mymodel2.setName((String) entry.getKey());
}
for (int i = 0; i < myModelJsonArray.size(); i++) {
JsonElement jsonElementMember = myModelJsonArray.get(i);
mymodel2.getMembers().add(gson.fromJson(jsonElementMember, Member.class));
}
myModel.getMyModel2().add(myModel2);
}
}
return myModel;
}
}
It is basically creating the structure of the JSON manually, with all its hierarchies.
Thanks a lot for your help!

Java with GSON - deserialize only the values into an ArrayList of a JSON string

I have this structure of my JSON response string:
{
"1":{
"data1":"1","data2":"test1", ...
},
"2":{
"data1":"6","data2":"test2", ...
},
...
}
And I want to get the values to put into an ArrayList<MyItem>. I use GSON and normally I can do it in this way:
ArrayList<MyItem> items =
gson.fromJson(jsonString, new TypeToken<ArrayList<MyItem>>() {}.getType());
The problem is, that it does not work, because my JSON String has numbers as keys, but I only want to get the values to put into the ArrayList (unfortunately, the JSON string can not be changed by myself). How can I do this efficiently?
I'd probably deserialize the JSON into a java.util.Map, get the values from the Map as a Collection using the Map.values() method, and then create a new ArrayList using the constructor that takes a Collection.
Write a custom deserializer.
class MyItem
{
String data1;
String data2;
// ...
}
class MyJSONList extends ArrayList<MyItem> {}
class MyDeserializer implements JsonDeserializer<MyJSONList>
{
public MyJSONList deserialize(JsonElement je, Type type, JsonDeserializationContext jdc)
throws JsonParseException
{
MyJSONList list = new MyJSONList();
for (Entry<String, JsonElement> e : je.getAsJsonObject().entrySet())
{
list.add((MyItem)jdc.deserialize(e.getValue(), MyItem.class));
}
return list;
}
}
Example:
String json = "{\"1\":{\"data1\":\"1\",\"data2\":\"test1\"},\"2\":{\"data1\":\"6\",\"data2\":\"test2\"}}";
Gson g = new GsonBuilder()
.registerTypeAdapter(MyJSONList.class, new MyDeserializer())
.create();
MyJSONList l = g.fromJson(json, MyJSONList.class);
for (MyItem i : l)
{
System.out.println(i.data2);
}
Output:
test1test2

How to keep fields sequence in Gson serialization

Seems like Gson.toJson(Object object) generates JSON code with randomly spread fields of the object. Is there way to fix fields order somehow?
public class Foo {
public String bar;
public String baz;
public Foo( String bar, String baz ) {
this.bar = bar;
this.baz = baz;
}
}
Gson gson = new Gson();
String jsonRequest = gson.toJson(new Foo("bar","baz"));
The string jsonRequest can be:
{ "bar":"bar", "baz":"baz" } (correct)
{ "baz":"baz", "bar":"bar" } (wrong sequence)
You'd need to create a custom JSON serializer.
E.g.
public class FooJsonSerializer implements JsonSerializer<Foo> {
#Override
public JsonElement serialize(Foo foo, Type type, JsonSerializationContext context) {
JsonObject object = new JsonObject();
object.add("bar", context.serialize(foo.getBar());
object.add("baz", context.serialize(foo.getBaz());
// ...
return object;
}
}
and use it as follows:
Gson gson = new GsonBuilder().registerTypeAdapter(Foo.class, new FooJsonSerializer()).create();
String json = gson.toJson(foo);
// ...
This maintains the order as you've specified in the serializer.
See also:
Gson User Guide - Custom serializers and deserializers
If GSON doesn't support definition of field order, there are other libraries that do. Jackson allows definining this with #JsonPropertyOrder, for example. Having to specify one's own custom serializer seems like awful lot of work to me.
And yes, I agree in that as per JSON specification, application should not expect specific ordering of fields.
Actually Gson.toJson(Object object) doesn't generate fields in random order. The order of resulted json depends on literal sequence of the fields' names.
I had the same problem and it was solved by literal order of properties' names in the class.
The example in the question will always return the following jsonRequest:
{ "bar":"bar", "baz":"baz" }
In order to have a specific order you should modify fields' names, ex: if you want baz to be first in order then comes bar:
public class Foo {
public String f1_baz;
public String f2_bar;
public Foo ( String f1_baz, String f2_bar ) {
this.f1_baz = f1_baz;
this.f2_bar = f2_bar;
}
}
jsonRequest will be { "f1_baz ":"baz", "f2_bar":"bar" }
Here's my solution for looping over json text files in a given directory and writing over the top of them with sorted versions:
private void standardizeFormat(File dir) throws IOException {
File[] directoryListing = dir.listFiles();
if (directoryListing != null) {
for (File child : directoryListing) {
String path = child.getPath();
JsonReader jsonReader = new JsonReader(new FileReader(path));
Gson gson = new GsonBuilder().setPrettyPrinting().registerTypeAdapter(LinkedTreeMap.class, new SortedJsonSerializer()).create();
Object data = gson.fromJson(jsonReader, Object.class);
JsonWriter jsonWriter = new JsonWriter(new FileWriter(path));
jsonWriter.setIndent(" ");
gson.toJson(data, Object.class, jsonWriter);
jsonWriter.close();
}
}
}
private class SortedJsonSerializer implements JsonSerializer<LinkedTreeMap> {
#Override
public JsonElement serialize(LinkedTreeMap foo, Type type, JsonSerializationContext context) {
JsonObject object = new JsonObject();
TreeSet sorted = Sets.newTreeSet(foo.keySet());
for (Object key : sorted) {
object.add((String) key, context.serialize(foo.get(key)));
}
return object;
}
}
It's pretty hacky because it depends on the fact that Gson uses LinkedTreeMap when the Type is simply Object. This is an implementation details that is probably not guaranteed. Anyway, it's good enough for my short-lived purposes...

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