GraphQL / GraphQL Federation and Microservices
Introduction to GraphQL Federation
This tutorial will introduce you to GraphQL Federation, a method of combining multiple GraphQL services into one. You'll learn about its benefits and how to set it up.
Section overview
5 resourcesExplains how to use GraphQL in microservices architecture and federation.
Introduction to GraphQL Federation
1. Introduction
This tutorial aims to give you an introduction to GraphQL Federation, a set of tools developed by Apollo that extends the power of GraphQL. GraphQL Federation allows you to create a unified, single schema from multiple, separate GraphQL services.
By the end of this tutorial, you will understand what GraphQL Federation is, why it's beneficial, and how to set up a federated architecture.
Prerequisites
Basic knowledge of GraphQL and Node.js are necessary to follow along with this tutorial. Familiarity with Apollo Server would also be beneficial.
2. Step-by-Step Guide
GraphQL Federation allows for a microservices architecture where each team can work on their own services without having to know the entire schema. It enables schema separation, while still allowing queries across multiple services.
The main concepts behind GraphQL Federation are:
- Federation schema: This is the combined schema that clients interact with. It's made up of multiple individual service schemas, stitched together by the federation.
- Service schemas: These are the individual microservice schemas. They are combined to form the federation schema.
- Resolvers: These are functions that fetch data for a particular field in the schema. In a federated architecture, the resolvers can fetch data from their own local microservice or from another service in the federation.
3. Code Examples
Let's look at a basic example of setting up a federated schema. In this scenario, we have two services: one for users and one for reviews.
User Service
// Define the schema
const typeDefs = gql`
type User @key(fields: "id") {
id: ID!
username: String
}
`;
// Define the resolvers
const resolvers = {
User: {
__resolveReference(user, { dataSources }) {
return dataSources.usersAPI.getUser(user.id);
},
},
};
// Create the Apollo Server
const server = new ApolloServer({
schema: buildFederatedSchema([{ typeDefs, resolvers }]),
dataSources: () => ({
usersAPI: new UsersAPI(),
}),
});
server.listen({ port: 4001 }).then(({ url }) => {
console.log(`User service ready at ${url}`);
});
In this example, the User type has a @key directive which specifies the field that can be used to fetch a User object across services.
Review Service
// Define the schema
const typeDefs = gql`
type Review @key(fields: "id") {
id: ID!
user: User
}
extend type User @key(fields: "id") {
id: ID! @external
reviews: [Review]
}
`;
// Define the resolvers
const resolvers = {
Review: {
user(review) {
return { __typename: "User", id: review.userId };
},
},
User: {
reviews(user) {
return reviewsAPI.getReviewsForUser(user.id);
},
},
};
// Create the Apollo Server
const server = new ApolloServer({
schema: buildFederatedSchema([{ typeDefs, resolvers }]),
dataSources: () => ({
reviewsAPI: new ReviewsAPI(),
}),
});
server.listen({ port: 4002 }).then(({ url }) => {
console.log(`Review service ready at ${url}`);
});
In this example, the Review type extends the User type, meaning it can use the User's fields in its resolvers.
4. Summary
In this tutorial, we have covered the basics of GraphQL Federation, how to set it up and the benefits it provides in a microservices architecture. To continue your learning, consider exploring how to handle errors and set up authorization and authentication in a federated architecture.
5. Practice Exercises
-
Exercise 1: Set up a federated schema with three services: Users, Reviews, and Products.
-
Exercise 2: Extend the User type in the Reviews service to include a
reviewsCountfield that returns the number of reviews for a user. -
Exercise 3: Extend the User type in the Products service to include a
productsCountfield that returns the number of products a user has listed.
Remember, practice is critical in mastering any new subject. Keep exploring GraphQL Federation and experimenting with different schemas and services.
Need Help Implementing This?
We build custom systems, plugins, and scalable infrastructure.
Related topics
Keep learning with adjacent tracks.
Popular tools
Helpful utilities for quick tasks.
Latest articles
Fresh insights from the CodiWiki team.
AI in Drug Discovery: Accelerating Medical Breakthroughs
In the rapidly evolving landscape of healthcare and pharmaceuticals, Artificial Intelligence (AI) in drug dis…
Read articleAI in Retail: Personalized Shopping and Inventory Management
In the rapidly evolving retail landscape, the integration of Artificial Intelligence (AI) is revolutionizing …
Read articleAI in Public Safety: Predictive Policing and Crime Prevention
In the realm of public safety, the integration of Artificial Intelligence (AI) stands as a beacon of innovati…
Read articleAI in Mental Health: Assisting with Therapy and Diagnostics
In the realm of mental health, the integration of Artificial Intelligence (AI) stands as a beacon of hope and…
Read articleAI in Legal Compliance: Ensuring Regulatory Adherence
In an era where technology continually reshapes the boundaries of industries, Artificial Intelligence (AI) in…
Read article