Getting started with Spring Boot GraphQL Service

Pankaj Kumar
8 min readJul 23, 2022


Facebook developed GraphQL in 2012 to solve its problem of mobile communication. Since it was open-sourced in 2015, it has been adopted by companies like Twitter, Shopify, Lyft, Airbnb, Github, Yelp, and many more.

There is no doubt that GraphQL adoption is on the rise. The State of JavaScript 2020 report mentions that only 6% of developers surveyed had used it in 2016, however, 47% of developers used it in 2020.

Spring for GraphQL, which recently released version 1.0, provides a higher level abstraction for building the Spring Boot GraphQL service.

If you want a quick overview of GraphQL and how to implement the Spring Boot GraphQL service then you have come to the right place.

Let’s get started!

What is GraphQL?

GraphQL is a query language and server runtime.

  1. Query language: GraphQL is a query language for API. In GraphQL, you design API based on its type system. A GraphQL API is expressed as a statically typed schema.
  2. Server runtime: On the service side, a GraphQL service provides a runtime layer that describes the structure of data exposed by API, and this runtime layer is responsible for parsing GraphQL requests and calling the appropriate data fetcher (also called resolver) for each field.

In short, GraphQL is a query language for API and a server-side runtime for executing queries. Also, it’s not tied to any specific programming language, database, or storage engine.

A GraphQL query to fetch book by an id

bookById(id: 4) {
{ "data": { "bookById": { "name": "Atomic Habits", "author": "James Clear" } } }


"data": {
"bookById": {
"name": "Atomic Habits",
"author": "James Clear"

Spring Boot GraphQL Service

Features of GraphQL

Some important features of GraphQL are:

Strongly typed

GraphQL APIs are strongly typed (expressed as schema). Because of its strongly typed nature, GraphQL APIs are more predictable and discoverable. Moreover, the type system also brings other benefits like introspection.

Hierarchal data

As the Graph in GraphQL suggests, GraphQL provides first-class support for hierarchal data. In GraphQL, you can create a request as a graph of related fields. A GraphQL response is shaped like the request which is a very natural way for a client to describe its data requirement.

Client-specific response

REST APIs are often criticized for over-fetching. Generally, a REST API returns all data under a resource even though you need only a fraction of the data. This is not a problem in GraphQL as a GraphQL client can choose to request data on the field level granularity.


Because of the statically typed nature of GraphQL, any client can ‘introspect’ the server and ask for the schema. One popular GraphQL tool that relies on this concept is GraphiQL, a feature-rich browser-based editor to explore and test GraphQL requests.

You can explore some popular GraphiQL interfaces

Why GraphQL?

REST is the most popular way of building APIs, but it has many shortcomings. Let’s understand the problem with REST APIs that GraphQL promises to solve.

  • Standard: GraphQL specification is maintained by the GraphQL community. Thus, it provides a comprehensive standard for developing APIs in a maintainable way. Even though REST API has been around for many years, the industry-wide standard is non-existent.
  • API Documentation: In REST API, we maintain API documentation in OpenAPI spec. One of the common problems with REST API is that API documentation and implementation drift in due course. Unlike REST API, in GraphQL, you don’t need to maintain APIs documentation separately.
  • Over fetching: Over fetching is a big problem in REST API, particularly for mobile applications. Firstly, pure REST APIs are built around resources. Secondly, it doesn’t have any concept of partial response. For example — a mobile e-commerce app, that displays order history, needs to show the name of the product, purchase date, and price but REST API /orders API may return many more fields including payment details, discounts, shipment details, etc, making it inefficient for mobile use.
  • Under fetching: As REST APIs are built around resources and are usually fine-grained. And, a client application may have to call multiple APIs to construct a view. This is typically not a problem in GraphQL because of its hierarchal nature.

This doesn’t mean GraphQL is perfect in every sense, it has its own set of shortcomings. For example:

  • As REST API is around for many years, it has a very well-defined security measure but the same is not true for GraphQL.
  • Compared to REST APIs, implementing client-side caching is very hard in GraphQL.
  • Things like rate limiting are harder to implement in GraphQL. This can very easily lead to a denial of service attack, as it’s very much possible to bring down the whole service by requesting deeply nested data.

As with everything in life, choosing between REST and GraphQL boils down to making trade-offs.

GraphQL document

A GraphQL request structure is called a document. A GraphQL document may contain operations, variables, directives, and fragments (a reusable type definition).

GraphQL operation

A GraphQL service can support the following operations

  1. Queries: queries represent READ operations.
  2. Mutation: mutation involves WRITE then READ operation.
  3. Subscription: subscription is used for continuous READ (for example, over WebSocket).

Schemas and types

Every GraphQL API defines a set of types that describe the data you can query on that API. A GraphQL request is validated and executed against that schema.

Object type and fields

The most basic components of a GraphQL schema are object types, which represent an object you can fetch from a service, and what fields it has. In the GraphQL schema language, you can represent a Book object type as:

In the above example,

  • Fields: id, name, author, price, and ratings are fields of Book type.
  • Scalar types: String, Float, and Int are some of the built-in scalar types.
  • ID: the ID scalar type represents a unique identifier, often used to refetch an object. Additionally, the ID type is serialized in the same way as a String.

Example of a GraphQL book-catalog API

GraphiQL Editor

One of the reasons GraphQL is very popular is GraphiQL (pronounced “graphical”), an open-source web application (written with React.js and GraphQL) that runs in a browser. The best thing about GraphiQL is that it provides intelligent type-ahead and auto-completion features, which is possible because of GraphQL’s statically typed schema.

Spring Boot GraphQL support

Spring Boot GraphQL provides support for Spring applications built on GraphQL Java. It supports the handling of GraphQL requests over HTTP, WebSocket, and RSocket.

Spring for GraphQL is the successor of the GraphQL Java Spring project from the GraphQL Java team. It aims to be the foundation for all Spring, GraphQL applications.

Server transport

GraphQL specification itself doesn’t talk anything about transport layer protocol. GraphQL over HTTP specification extends GraphQL specification to cover the topic of serving GraphQL services over HTTP.

As per GraphQL over HTTP specification, requests must use HTTP POST with request details included as JSON in the request body. Once the JSON body has been successfully decoded, the HTTP response status is always 200 (OK), and any errors from GraphQL request execution appear in the “errors” section of the GraphQL response.

The default and preferred choice of the media type is "application/graphql+json" , but "application/json" is also supported.

GraphQL service implementation

In Spring Boot, you can implement the GaphQL service using low-level GraphQL Java API or a higher-level abstraction as Controller annotation (similar to REST API). However, if you are just starting out then, I think it's better to start with the low-level GraphQL Java implementation as it covers some important concepts. In this article, we'll use GraphQL Java APIs rather than Controller annotation.

The working code example of this article is listed on GitHub . To run the example, clone the repository, and import graphql-spring as a project in your favorite IDE as a Gradle project.

In this code example, we’ll implement the following GraphQL API.

GraphQL dependency

To implement GraphQL in Spring Boot, the main dependency you need to define is spring-boot-starter-graphql. For the transport layer, I have added dependency on spring-boot-starter-webflux. Additionally, you can use Spring MVC, Instead of WebFlux, as Spring provides support for both.


GraphQL Java RuntimeWiring.Builder is used to register DataFetchers, type resolvers, custom scalar types, and more. You can declare RuntimeWiringConfigurer beans in your Spring config to get access to the RuntimeWiring.Builder.

You first create type wiring for Query type by registering Query type with RuntimeWiring.Builder as


As the type Query has two fields books and bookById, the next step is to define DataFetcher for fields books and bookById and register data fetchers with TypeRuntimeWiring.Builder as

In the above code,

  1. Data Fetcher for field books fetches all books by calling the service method bookCatalogService.getBooks().
  2. Data Fetcher for field bookById fetches a book by calling the service method bookCatalogService.bookById. You can get arguments from the DataFetchingEnvironment as environment.getArgument("id").

Similarly, for type Book and the field ratings , you can define DataFetcher as:

Data Fetchers

Probably the most important concept for a GraphQL Java server is a DataFetcher. While GraphQL Java is executing a query, it calls the appropriate DataFetcher for each field it encounters in the query.

Every field from the schema has a DataFetcher associated with it. If you don't specify any DataFetcher for a specific field, then the default PropertyDataFetcher is used.

In above example Query.books, Query.bookById has a data fetcher, as does each field in type Book. we typically don't need specialized data fetchers on each field. As Graphql Java ships with a smart graphql.schema.PropertyDataFetcher that knows how to follow POJO patterns based on the field name. In the example above there is a name field and hence it will try to look for a public String getName() POJO method to get the data.


You can change UnaryOperator<TypeRuntimeWiring.Builder> as a lambda expression. Then, the last step left is to tell Spring about GraphQL wiring by defining RuntimeWiringConfigurer as bean as:

Running and Testing

You can start the GraphQL service from IDE by running the main method of GraphqlJavaSpringApplication class.

To test, open the GraphiQL editor in the browser using the link http://localhost:8080/graphiql?path=/graphql.

To enable GraphiQL editor, you must set spring.graphql.graphiql.enabled=true in


GraphQL, a query language for API and a server-side runtime for executing queries, is fast emerging as an alternative to REST API. Most significantly, it solves common problems associated with REST APIs such as over-fetching and under-fetching.

Spring Boot GraphQL provides support for Spring applications built on GraphQL Java. It supports the handling of GraphQL requests over HTTP, WebSocket, and RSocket.

Originally published at on July 23, 2022.



Pankaj Kumar

Software Architect @ Schlumberger ``` Cloud | Microservices | Programming | Kubernetes | Architecture | Machine Learning | Java | Python ```