What is GraphQL?
GraphQL is a query language and runtime for APIs that provides a complete and understandable description of the data in your API. Developed by Facebook in 2012 and open-sourced in 2015, GraphQL gives clients the power to ask for exactly what they need and nothing more.
Unlike REST APIs where you might need multiple round-trips to fetch related data, GraphQL allows you to get many resources in a single request, while providing strong type safety and excellent developer tooling.
GraphQL Performance Calculator
Network Efficiency: 80% vs REST (would require ~5 REST calls)
GraphQL Core Concepts
Schema & Types
Strongly typed schema defines available operations and data structure.
type User {
id: ID!
name: String!
posts: [Post!]!
}
Queries
Fetch exactly the data you need in a single request.
query {
user(id: "123") {
name
posts { title }
}
}
Mutations
Modify data and get updated values in response.
mutation {
createPost(input: {
title: "Hello World"
}) { id title }
}
Subscriptions
Real-time updates via WebSocket connections.
subscription {
messageAdded(room: "chat") {
id content author
}
}
Advanced GraphQL Patterns
DataLoader Pattern
Batch and cache database requests to solve the N+1 problem.
const userLoader = new DataLoader(async (userIds) => {
const users = await getUsersByIds(userIds);
return userIds.map(id => users.find(u => u.id === id));
});
Federation Pattern
Compose multiple GraphQL services into a unified gateway.
# User Service
type User @key(fields: "id") {
id: ID!
name: String!
}
# Posts Service
extend type User @key(fields: "id") {
id: ID! @external
posts: [Post!]!
}
Relay Connection Pattern
Standardized pagination with cursor-based navigation.
type Query {
posts(first: Int, after: String): PostConnection
}
type PostConnection {
edges: [PostEdge!]!
pageInfo: PageInfo!
}
Real-World GraphQL Implementations
Created GraphQL to power their mobile apps and reduce data transfer.
- • News feed optimization
- • Mobile app performance
- • Real-time notifications
- • Reduced 40% of data transfer
GitHub
Public GraphQL API for developers to access GitHub data efficiently.
- • Repository and issue queries
- • Complex relationship traversal
- • Developer-friendly API
- • Reduced API calls by 60%
Shopify
Powers their Storefront API for flexible e-commerce experiences.
- • Product catalog queries
- • Shopping cart management
- • Custom checkout flows
- • Reduced page load times by 50%
Netflix
Uses GraphQL for their internal tools and content management.
- • Content metadata management
- • Studio production tools
- • Analytics dashboards
- • Microservices orchestration
GraphQL Best Practices
✅ Do
- • Design schema-first, implementation-second
- • Use DataLoader to batch database queries
- • Implement query complexity analysis
- • Cache at multiple levels (query, field, data)
- • Use subscriptions sparingly for real-time data
- • Version schema through field deprecation
❌ Don't
- • Allow unbounded query depth or complexity
- • Expose internal database structure directly
- • Use GraphQL for file uploads (use separate endpoint)
- • Ignore the N+1 query problem
- • Make every field nullable without reason
- • Use GraphQL for simple CRUD REST-like operations