Google's Gson library provides a powerful framework for converting between JSON strings and Java objects. This library helps to avoid needing to write boilerplate code to parse JSON responses yourself. It can be used with any networking library, including the Android Async HTTP Client and OkHttp.
Add the following line to your Gradle configuration:
dependencies {
implementation 'com.google.code.gson:gson:2.8.6'
}You can auto-generate much of the model code as described in this guide. The generator will generated a large number of files that may be a bit overwhelming but the key is to parse the JSON to elements that you need. You can also see how a class is created for each nested layer in order to understand the manual process.
First, we need to know what type of JSON response we will be receiving. The following example uses the Rotten Tomatoes API as an example and show how to create Java objects that will be able to parse the latest box office movies. Based on the JSON response returned for this API call, let's first define how a basic movie representation should look like:
class Movie {
String id;
String title;
int year;
Production production;
public String getId() {
return id;
}
public String getTitle() {
return title;
}
public int getYear() {
return year;
}
public Production getProduction() {
return production;
}
};class Production {
String director;
String screenplay;
public String getDirector() {
return director;
}
public String getScreenplay() {
return screenplay;
}
};By default, the Gson library will map the fields defined in the class to the JSON keys defined in the response. For instance, the fields id, title, and year will be mapped automatically. We do not need any special annotations unless the field names and JSON keys are different.
In this specific case, the Movie class will correspond to each individual movie element and the Production class corresponds to the nested JSON object under movie's production element:
movies: [
{
id: "771305050",
title: "Straight Outta Compton",
production: {
director: "F. Gary Gray"
screenplay: "Jonathan Herman"
},
year: 2015,
},
{
id: "771357161",
title: "Mission: Impossible Rogue Nation",
production: {
director: "Christopher McQuarrie",
screenplay: "Christopher McQuarrie"
},
year: 2015
}
]Because the API returns a list of movies and not just an individual one, we also need to create a class that will map the movies key to a list of Movie objects.
public class BoxOfficeMovieResponse {
List<Movie> movies;
// public constructor is necessary for collections
public BoxOfficeMovieResponse() {
movies = new ArrayList<Movie>();
}Note below that a public constructor may be needed to initialize the list. To avoid null pointer exceptions that may result from trying to get back the movie lists, it is highly recommended to initialize these objects in the empty constructor.
Assuming we have the JSON response in string form, we simply need to use the Gson library and using the fromJson method. The first parameter for this method is the JSON response in text form, and the second parameter is the class that should be mapped. We can create a static method that returns back a BoxOfficeMovieResponse class as shown below:
public class BoxOfficeMovieResponse {
.
.
.
public static BoxOfficeMovieResponse parseJSON(String response) {
Gson gson = new GsonBuilder().create();
BoxOfficeMovieResponse boxOfficeMovieResponse = gson.fromJson(response, BoxOfficeMovieResponse.class);
return boxOfficeMovieResponse;
}
}The Gson Builder class enables a variety of different options that help provide more flexibility for the JSON parsing. Before we instantiate a Gson parser, it's important to know what options are available using the Builder class.
GsonBuilder gsonBuilder = new GsonBuilder();
// register type adapters here, specify field naming policy, etc.
Gson Gson = gsonBuilder.create();For instance, if our property name matches that of the JSON key, then we do not need to annotate the attributes. However, if we have a different name we wish to
use, we can simply annotate the declaration with @SerializedName:
public class BoxOfficeMovieResponse {
@SerializedName("movies")
List<Movie> movieList;Enums are not necessarily recommended by Google as described in this section. However, if you need to use them for decoding JSON responses, you can map them from string names. Suppose we had an enum of different colors:
public ColorTypes colorType;
public enum ColorTypes { RED, WHITE, BLUE };We can annotate these attributes with @SerializedName too:
@SerializedName("color")
public ColorTypes colorType;
public enum ColorTypes {
@SerializedName("red")
RED,
@SerializedName("white")
WHITE,
@SerializedName("blue")
BLUE
};There is also the option to specify how Java field names should map to JSON keys by default. For instance, the Rotten Tomatoes API response includes an mpaa_rating key in the JSON response. If we followed Java conventions and named this variable as mpaaRating, then we would have to add a SerializedName decorator to map them correctly:
public class BoxOfficeMovieResponse {
@SerializedName("mpaa_rating")
String mpaaRating;
}An alternate way, especially if we have many cases similar to this one, is to set the field naming policy in the Gson library. We can specify that all field names should be converted to lower cases and separated with underscores, which would caused camel case field names to be converted from mpaaRating to mpaa_rating:
GsonBuilder gsonBuilder = new GsonBuilder();
gsonBuilder.setFieldNamingPolicy(FieldNamingPolicy.LOWER_CASE_WITH_UNDERSCORES);
Gson gson = gsonBuilder.create();If we know what date format is used in the response by default, we also specify this date format. The Rotten Tomatoes API for instance returns a release date for theaters (i.e. "2015-08-14"). If we wanted to map the data directly from a String to a Date object, we could specify the date format:
public String DATE_FORMAT = "yyyy-MM-dd";
GsonBuilder gsonBuilder = new GsonBuilder();
gsonBuilder.setDateFormat(DATE_FORMAT);
Gson gson = gsonBuilder.create();Similarly, the date format could also be used for parsing standard ISO format time directly into a Date object:
public String ISO_FORMAT = "yyyy-MM-dd'T'HH:mm:ssZ";
GsonBuilder gsonBuilder = new GsonBuilder();
gsonBuilder.setDateFormat(ISO_FORMAT);
Gson gson = gsonBuilder.create();In the event that Date fields need to mapped depending on the format, you are likely to need to need to use the custom deserializer approach described in the next section.
By default, the Gson library is not aware of many Java types such as Timestamps. If we wish to convert these types, we can also create a custom deserializer class that will handle this work for us.
Here is an example of a deserializer that will convert any JSON data that needs to be converted to a Java field declared as a Timestamp:
import com.google.gson.JsonDeserializationContext;
import com.google.gson.JsonDeserializer;
import com.google.gson.JsonElement;
import com.google.gson.JsonParseException;
import java.lang.reflect.Type;
import java.sql.Timestamp;
public class TimestampDeserializer implements JsonDeserializer<Timestamp> {
public Timestamp deserialize(JsonElement json, Type typeOfT, JsonDeserializationContext context)
throws JsonParseException {
return new Timestamp(json.getAsJsonPrimitive().getAsLong());
}
}Then we simply need to register this new type adapter and enable the Gson library to map any JSON value that needs to be converted into a Java Timestamp.
GsonBuilder gsonBuilder = new GsonBuilder();
gsonBuilder.registerTypeAdapter(Timestamp.class, new TimestampDeserializer());
Gson Gson = gsonBuilder.create();If an API uses different Date formats, then a custom type adapter can be used to make parsing more robust. To use this approach, a default date policy should not be set by calling the method setDateFormat() as described in the earlier section. In addition, a custom deserializer should be registered and created:
GsonBuilder gsonBuilder = new GsonBuilder();
gsonBuilder.registerTypeAdapter(Date.class, new DateDeserializer());
Gson Gson = gsonBuilder.create();Leveraging the DateUtils class in the Apache Commons Language library, we can try multiple formats when attempting to parse a value to a Date field:
Add this line to your Gradle file:
implementation 'org.apache.commons:commons-lang3:3.3.2'We can then use the parseDate() method to try multiple date formats:
final class DateAdapter implements JsonDeserializer<Date> {
DateAdapter() {
}
public static Date convertISO8601ToDate(String date) throws ParseException {
return DateUtils.parseDate(date, Locale.getDefault(),
DateFormatUtils.ISO_DATETIME_FORMAT.getPattern(),
DateFormatUtils.ISO_DATETIME_TIME_ZONE_FORMAT.getPattern());
}
private Date deserializeToDate(JsonElement json) {
try {
return convertISO8601ToDate(json.getAsString());
} catch (ParseException e) {
throw new JsonSyntaxException(json.getAsString(), e);
}
}
}Sometimes our JSON response will be a list of items. We may also have declared a Java object and want to map the JSON response to a collection of these objects.
Since the Gson library needs to know what type should be used for decoding a string, we want to pass a type that defines a list of these objects. Because Java normally doesn't retain generic types because of type erasure, we need to implement a workaround. This workaround involves subclassing TypeToken with a parameterized type and creating an anonymous class:
Type collectionType = new TypeToken<List<Multimedia>>(){}.getType();
GsonBuilder gsonBuilder = new GsonBuilder();
gsonBuilder.registerTypeAdapter(collectionType, new MultimediaDeserializer());
Gson gson = gsonBuilder.create();If are deserializing the string directly, we can use this custom type using the fromJson() method:
Type collectionType = new TypeToken<List<ImageResult>>(){}.getType();
Gson gson = gsonBuilder.create();
List<ImageResult> imageResults = gson.fromJson(jsonObject, collectionType);This approach essentially creates a custom type for a list of objects for the Gson library. See this Stack Overflow discussion for more details.
We can use any type of HTTP client library with Gson, such as Android Async HTTP Client or Square's OkHttp library.
String apiKey = "YOUR-API-KEY-HERE";
AsyncHttpClient client = new AsyncHttpClient();
client.get(
"http://api.rottentomatoes.com/api/public/v1.0/lists/movies/box_office.json?apikey=" + apiKey,
new TextHttpResponseHandler() {
@Override
public void onSuccess(int statusCode, Header[] headers, String response) {
Gson gson = new GsonBuilder().create();
Movie movie = gson.fromJson(response, Movie.class);
}
});
}Be sure to use the TextHttpResponseHandler rather than JsonHttpResponseHandler. Then you can access the response model to access the parsed data model.
Retrofit uses OkHttp for the underlying networking library and can use the Gson library to decode API-based responses. To use it, we first need to define an interface file called RottenTomatoesService.java. To ensure that the API call will be made asynchronously, we also define a callback interface. Note that if this API call required other parameters, we should always make sure that the Callback declaration is last.
public interface RottenTomatoesService {
@GET("/lists/movies/box_office.json")
public Call<BoxOfficeMovieResponse> listMovies();
}Then we can make sure to always inject the API key for each request by defining a RequestInterceptor. class. In this way, we can avoid needing to have it be defined for each API call.
String apiKey = "YOUR-API-KEY-HERE";
RequestInterceptor requestInterceptor = new RequestInterceptor() {
@Override
public void intercept(RequestFacade request) {
request.addQueryParam("apikey", apiKey);
}
};Next, we need to create a Retrofit instance with a Gson converter and make sure to associate the adapter to this RequestInterceptor:
// Add the interceptor to OkHttpClient
OkHttpClient client = new OkHttpClient();
client.interceptors().add(requestInterceptor);
Retrofit retrofit = new Retrofit.Builder()
.client(client)
.baseUrl("http://api.rottentomatoes.com/api/public/v1.0")
.addConverterFactory(GsonConverterFactory.create())
.build();We then simply need to create a service class that will enable us to make API calls:
RottenTomatoesService service = retrofit.create(RottenTomatoesService.class);
Call<BoxOfficeMovieResponse> call = service.listMovies();
call.enqueue(new Callback<BoxOfficeMovieResponse>() {
@Override
public void onResponse(Call<BoxOfficeMovieresponse> call, Response response) {
// handle response here
BoxOfficeMovieResponse boxOfficeMovieResponse = response.body();
}
@Override
public void onFailure(Throwable t) {
}
});