TanStack Query (React Query) for asynchronous server-state management with automatic caching, background refetching, optimistic updates, and pagination in React applications.
TanStack Query (formerly React Query) is a powerful asynchronous state management library for React that handles server-state fetching, caching, synchronization, and updates. It eliminates the need for manual data fetching boilerplate and provides built-in features like background refetching, optimistic updates, pagination, and intelligent cache management.
Use TanStack Query when:
TanStack Query excels at:
Avoid TanStack Query for:
npm install @tanstack/react-query
# DevTools (optional but recommended)
npm install @tanstack/react-query-devtools
// app/providers.tsx
'use client';
import { QueryClient, QueryClientProvider } from '@tanstack/react-query';
import { ReactQueryDevtools } from '@tanstack/react-query-devtools';
import { useState } from 'react';
export function Providers({ children }: { children: React.ReactNode }) {
const [queryClient] = useState(() => new QueryClient({
defaultOptions: {
queries: {
staleTime: 60 * 1000, // 1 minute
refetchOnWindowFocus: false,
},
},
}));
return (
<QueryClientProvider client={queryClient}>
{children}
<ReactQueryDevtools initialIsOpen={false} />
</QueryClientProvider>
);
}
// components/UserProfile.tsx
import { useQuery } from '@tanstack/react-query';
interface User {
id: number;
name: string;
email: string;
}
function UserProfile({ userId }: { userId: number }) {
const { data, isLoading, error } = useQuery({
queryKey: ['user', userId],
queryFn: async () => {
const response = await fetch(`/api/users/${userId}`);
if (!response.ok) throw new Error('Failed to fetch user');
return response.json() as Promise<User>;
},
});
if (isLoading) return <div>Loading...</div>;
if (error) return <div>Error: {error.message}</div>;
return (
<div>
<h1>{data.name}</h1>
<p>{data.email}</p>
</div>
);
}
// components/CreateUserForm.tsx
import { useMutation, useQueryClient } from '@tanstack/react-query';
function CreateUserForm() {
const queryClient = useQueryClient();
const mutation = useMutation({
mutationFn: async (newUser: { name: string; email: string }) => {
const response = await fetch('/api/users', {
method: 'POST',
headers: { 'Content-Type': 'application/json' },
body: JSON.stringify(newUser),
});
return response.json();
},
onSuccess: () => {
// Invalidate and refetch users list
queryClient.invalidateQueries({ queryKey: ['users'] });
},
});
const handleSubmit = (e: React.FormEvent<HTMLFormElement>) => {
e.preventDefault();
const formData = new FormData(e.currentTarget);
mutation.mutate({
name: formData.get('name') as string,
email: formData.get('email') as string,
});
};
return (
<form onSubmit={handleSubmit}>
<input name="name" placeholder="Name" required />
<input name="email" type="email" placeholder="Email" required />
<button type="submit" disabled={mutation.isPending}>
{mutation.isPending ? 'Creating...' : 'Create User'}
</button>
{mutation.isError && <p>Error: {mutation.error.message}</p>}
</form>
);
}
Server State Characteristics:
Client State Characteristics:
TanStack Query manages server state. Use Zustand/Context for client state.
Query keys uniquely identify queries and their cached data.
Key Structure:
// String key (simple)
queryKey: ['todos']
// Array key (recommended for dependencies)
queryKey: ['todo', todoId]
queryKey: ['todos', { status: 'active', page: 1 }]
// Nested arrays (complex hierarchies)
queryKey: ['users', userId, 'posts', { sort: 'date' }]
Key Matching:
// Exact match
queryClient.invalidateQueries({ queryKey: ['todos', 1], exact: true });
// Prefix match (invalidates all matching)
queryClient.invalidateQueries({ queryKey: ['todos'] }); // Matches ['todos', 1], ['todos', 2], etc.
// Predicate match
queryClient.invalidateQueries({
predicate: (query) => query.queryKey[0] === 'todos' && query.state.data?.status === 'draft'
});
Best Practices:
['resource', id, 'subresource']['users', { filter, sort }]FRESH → STALE → INACTIVE → GARBAGE COLLECTED
↓ ↓ ↓ ↓
0ms staleTime no observers cacheTime
States:
staleTime)cacheTimeConfiguration:
useQuery({
queryKey: ['todos'],
queryFn: fetchTodos,
staleTime: 5 * 60 * 1000, // 5 minutes (data fresh)
gcTime: 10 * 60 * 1000, // 10 minutes (cache retention)
refetchOnWindowFocus: true, // Refetch when window regains focus
refetchOnReconnect: true, // Refetch when reconnecting
refetchInterval: 30000, // Poll every 30 seconds
});
Automatic Caching:
// First component - triggers fetch
function ComponentA() {
const { data } = useQuery({ queryKey: ['user', 1], queryFn: fetchUser });
return <div>{data?.name}</div>;
}
// Second component - uses cache instantly
function ComponentB() {
const { data } = useQuery({ queryKey: ['user', 1], queryFn: fetchUser });
return <div>{data?.email}</div>; // No second fetch!
}
Stale-While-Revalidate:
// Shows cached data immediately, refetches in background if stale
const { data, isRefetching } = useQuery({
queryKey: ['posts'],
queryFn: fetchPosts,
staleTime: 60000, // Fresh for 1 minute
});
// data available from cache immediately
// isRefetching = true if background refetch happening
Basic Syntax:
const {
data, // Query result
error, // Error object if failed
isLoading, // First load (no cached data)
isFetching, // Any fetch (including background)
isSuccess, // Query succeeded
isError, // Query failed
status, // 'pending' | 'error' | 'success'
fetchStatus, // 'fetching' | 'paused' | 'idle'
refetch, // Manual refetch function
} = useQuery({
queryKey: ['key'],
queryFn: async () => { /* fetch logic */ },
});
Basic Fetch:
const { data } = useQuery({
queryKey: ['users'],
queryFn: async () => {
const response = await fetch('/api/users');
if (!response.ok) throw new Error('Network error');
return response.json();
},
});
Query Key in Function:
const { data } = useQuery({
queryKey: ['user', userId],
queryFn: async ({ queryKey }) => {
const [_key, userId] = queryKey;
const response = await fetch(`/api/users/${userId}`);
return response.json();
},
});
Abort Signal (Cancellation):
const { data } = useQuery({
queryKey: ['todos'],
queryFn: async ({ signal }) => {
const response = await fetch('/api/todos', { signal });
return response.json();
},
});
// Automatically cancels on unmount or when query becomes inactive
Axios Pattern:
import axios from 'axios';
const { data } = useQuery({
queryKey: ['repos', username],
queryFn: ({ signal }) =>
axios.get(`/api/repos/${username}`, { signal }).then(res => res.data),
});
Sequential Queries:
// Wait for user before fetching projects
const { data: user } = useQuery({
queryKey: ['user', userId],
queryFn: () => fetchUser(userId),
});
const { data: projects } = useQuery({
queryKey: ['projects', user?.id],
queryFn: () => fetchProjects(user!.id),
enabled: !!user, // Only run when user exists
});
Conditional Queries:
const { data } = useQuery({
queryKey: ['premium-features', userId],
queryFn: fetchPremiumFeatures,
enabled: user?.isPremium === true, // Only fetch for premium users
});
Manual Parallel:
function Dashboard() {
const users = useQuery({ queryKey: ['users'], queryFn: fetchUsers });
const posts = useQuery({ queryKey: ['posts'], queryFn: fetchPosts });
const projects = useQuery({ queryKey: ['projects'], queryFn: fetchProjects });
if (users.isLoading || posts.isLoading || projects.isLoading) {
return <Spinner />;
}
return <div>/* render dashboard */</div>;
}
useQueries (Dynamic Parallel):
import { useQueries } from '@tanstack/react-query';
function MultiUserProfiles({ userIds }: { userIds: number[] }) {
const results = useQueries({
queries: userIds.map(id => ({
queryKey: ['user', id],
queryFn: () => fetchUser(id),
staleTime: 60000,
})),
});
const allLoaded = results.every(r => r.isSuccess);
if (!allLoaded) return <Spinner />;
return (
<div>
{results.map((result, i) => (
<UserCard key={userIds[i]} user={result.data} />
))}
</div>
);
}
Placeholder Data (Instant UI):
const { data } = useQuery({
queryKey: ['todos'],
queryFn: fetchTodos,
placeholderData: [], // Show empty array while loading
});
// Dynamic placeholder from cache
const { data } = useQuery({
queryKey: ['todo', id],
queryFn: () => fetchTodo(id),
placeholderData: () => {
// Use cached list to find placeholder
return queryClient
.getQueryData(['todos'])
?.find(d => d.id === id);
},
});
Initial Data (Hydration):
const { data } = useQuery({
queryKey: ['todo', id],
queryFn: () => fetchTodo(id),
initialData: () => {
return queryClient
.getQueryData(['todos'])
?.find(d => d.id === id);
},
initialDataUpdatedAt: () =>
queryClient.getQueryState(['todos'])?.dataUpdatedAt,
});
Difference:
placeholderData: Not persisted to cache, purely UIinitialData: Persisted to cache as real dataBasic Mutation:
const mutation = useMutation({
mutationFn: async (newTodo: Todo) => {
const response = await fetch('/api/todos', {
method: 'POST',
body: JSON.stringify(newTodo),
});
return response.json();
},
onSuccess: (data) => {
console.log('Created:', data);
},
onError: (error) => {
console.error('Failed:', error);
},
});
// Trigger mutation
mutation.mutate({ title: 'New Todo', done: false });
// Async/await variant
try {
const data = await mutation.mutateAsync(newTodo);
console.log(data);
} catch (error) {
console.error(error);
}
Mutation State:
const {
mutate, // Trigger function
mutateAsync, // Promise variant
data, // Result from successful mutation
error, // Error from failed mutation
isPending, // Mutation in progress
isSuccess, // Mutation succeeded
isError, // Mutation failed
reset, // Reset mutation state
} = useMutation({ /* ... */ });
Invalidate Queries After Mutation:
const mutation = useMutation({
mutationFn: createTodo,
onSuccess: () => {
// Refetch all 'todos' queries
queryClient.invalidateQueries({ queryKey: ['todos'] });
},
});
Multiple Invalidations:
const mutation = useMutation({
mutationFn: updateUser,
onSuccess: (data, variables) => {
// Invalidate multiple query families
queryClient.invalidateQueries({ queryKey: ['user', variables.id] });
queryClient.invalidateQueries({ queryKey: ['users'] });
queryClient.invalidateQueries({ queryKey: ['teams', data.teamId] });
},
});
Selective Invalidation:
// Only invalidate specific queries
queryClient.invalidateQueries({
queryKey: ['todos'],
exact: true, // Only ['todos'], not ['todos', 1]
});
// Predicate-based invalidation
queryClient.invalidateQueries({
predicate: (query) =>
query.queryKey[0] === 'todos' &&
query.state.data?.status === 'draft',
});
setQueryData (Direct Update):
const mutation = useMutation({
mutationFn: updateTodo,
onSuccess: (updatedTodo) => {
// Update specific todo in cache
queryClient.setQueryData(
['todo', updatedTodo.id],
updatedTodo
);
// Update todo in list
queryClient.setQueryData(['todos'], (old: Todo[] = []) =>
old.map(todo =>
todo.id === updatedTodo.id ? updatedTodo : todo
)
);
},
});
Immutable Updates:
// Add to list
queryClient.setQueryData(['todos'], (old: Todo[] = []) =>
[...old, newTodo]
);
// Remove from list
queryClient.setQueryData(['todos'], (old: Todo[] = []) =>
old.filter(todo => todo.id !== deletedId)
);
// Update in list
queryClient.setQueryData(['todos'], (old: Todo[] = []) =>
old.map(todo => todo.id === id ? { ...todo, ...updates } : todo)
);
const mutation = useMutation({
mutationFn: updateTodo,
// Before mutation executes
onMutate: async (newTodo) => {
// Cancel outgoing refetches
await queryClient.cancelQueries({ queryKey: ['todos'] });
// Snapshot previous value
const previousTodos = queryClient.getQueryData(['todos']);
// Optimistically update cache
queryClient.setQueryData(['todos'], (old: Todo[] = []) =>
old.map(todo => todo.id === newTodo.id ? newTodo : todo)
);
// Return context with snapshot
return { previousTodos };
},
// On error, rollback
onError: (err, newTodo, context) => {
queryClient.setQueryData(['todos'], context?.previousTodos);
},
// Always refetch after success or error
onSettled: () => {
queryClient.invalidateQueries({ queryKey: ['todos'] });
},
});
interface Todo {
id: number;
title: string;
done: boolean;
}
const useUpdateTodo = () => {
const queryClient = useQueryClient();
return useMutation({
mutationFn: async (updatedTodo: Todo) => {
const response = await fetch(`/api/todos/${updatedTodo.id}`, {
method: 'PUT',
headers: { 'Content-Type': 'application/json' },
body: JSON.stringify(updatedTodo),
});
if (!response.ok) throw new Error('Update failed');
return response.json();
},
onMutate: async (updatedTodo) => {
// Cancel queries to prevent race conditions
await queryClient.cancelQueries({ queryKey: ['todos'] });
await queryClient.cancelQueries({ queryKey: ['todo', updatedTodo.id] });
// Snapshot current state
const previousTodos = queryClient.getQueryData<Todo[]>(['todos']);
const previousTodo = queryClient.getQueryData<Todo>(['todo', updatedTodo.id]);
// Optimistically update list
if (previousTodos) {
queryClient.setQueryData<Todo[]>(['todos'], (old = []) =>
old.map(todo => todo.id === updatedTodo.id ? updatedTodo : todo)
);
}
// Optimistically update detail
queryClient.setQueryData(['todo', updatedTodo.id], updatedTodo);
return { previousTodos, previousTodo };
},
onError: (err, updatedTodo, context) => {
// Rollback on error
if (context?.previousTodos) {
queryClient.setQueryData(['todos'], context.previousTodos);
}
if (context?.previousTodo) {
queryClient.setQueryData(['todo', updatedTodo.id], context.previousTodo);
}
},
onSettled: (data, error, variables) => {
// Always refetch to ensure sync
queryClient.invalidateQueries({ queryKey: ['todos'] });
queryClient.invalidateQueries({ queryKey: ['todo', variables.id] });
},
});
};
// Usage
function TodoItem({ todo }: { todo: Todo }) {
const updateTodo = useUpdateTodo();
const toggleDone = () => {
updateTodo.mutate({ ...todo, done: !todo.done });
};
return (
<div>
<input
type="checkbox"
checked={todo.done}
onChange={toggleDone}
disabled={updateTodo.isPending}
/>
{todo.title}
</div>
);
}
Basic Infinite Query:
import { useInfiniteQuery } from '@tanstack/react-query';
interface PostsResponse {
posts: Post[];
nextCursor?: number;
}
function InfinitePosts() {
const {
data,
error,
fetchNextPage,
hasNextPage,
isFetchingNextPage,
} = useInfiniteQuery({
queryKey: ['posts'],
queryFn: async ({ pageParam = 0 }) => {
const response = await fetch(`/api/posts?cursor=${pageParam}`);
return response.json() as Promise<PostsResponse>;
},
getNextPageParam: (lastPage) => lastPage.nextCursor,
initialPageParam: 0,
});
return (
<div>
{data?.pages.map((page, i) => (
<div key={i}>
{page.posts.map(post => (
<PostCard key={post.id} post={post} />
))}
</div>
))}
<button
onClick={() => fetchNextPage()}
disabled={!hasNextPage || isFetchingNextPage}
>
{isFetchingNextPage
? 'Loading more...'
: hasNextPage
? 'Load More'
: 'Nothing more to load'}
</button>
</div>
);
}
Bi-directional Pagination:
const {
data,
fetchNextPage,
fetchPreviousPage,
hasNextPage,
hasPreviousPage,
} = useInfiniteQuery({
queryKey: ['posts'],
queryFn: async ({ pageParam = 0 }) => {
const response = await fetch(`/api/posts?cursor=${pageParam}`);
return response.json();
},
getNextPageParam: (lastPage) => lastPage.nextCursor,
getPreviousPageParam: (firstPage) => firstPage.prevCursor,
initialPageParam: 0,
});
Infinite Scroll with Intersection Observer:
import { useInfiniteQuery } from '@tanstack/react-query';
import { useInView } from 'react-intersection-observer';
import { useEffect } from 'react';
function AutoLoadPosts() {
const { ref, inView } = useInView();
const {
data,
fetchNextPage,
hasNextPage,
isFetchingNextPage,
} = useInfiniteQuery({
queryKey: ['posts'],
queryFn: fetchPosts,
getNextPageParam: (lastPage) => lastPage.nextCursor,
initialPageParam: 0,
});
// Auto-fetch when sentinel comes into view
useEffect(() => {
if (inView && hasNextPage) {
fetchNextPage();
}
}, [inView, hasNextPage, fetchNextPage]);
return (
<div>
{data?.pages.map((page, i) => (
<div key={i}>
{page.posts.map(post => <PostCard key={post.id} post={post} />)}
</div>
))}
{/* Sentinel element */}
<div ref={ref}>
{isFetchingNextPage && <Spinner />}
</div>
</div>
);
}
Page-Based Pagination:
function PaginatedPosts() {
const [page, setPage] = useState(1);
const { data, isLoading } = useQuery({
queryKey: ['posts', page],
queryFn: () => fetchPosts(page),
placeholderData: (previousData) => previousData, // Keep previous data while loading
});
return (
<div>
{isLoading ? (
<Spinner />
) : (
<div>
{data.posts.map(post => <PostCard key={post.id} post={post} />)}
</div>
)}
<div>
<button
onClick={() => setPage(old => Math.max(old - 1, 1))}
disabled={page === 1}
>
Previous
</button>
<span>Page {page}</span>
<button
onClick={() => setPage(old => old + 1)}
disabled={!data?.hasMore}
>
Next
</button>
</div>
</div>
);
}
Prefetch Next Page:
function PaginatedPosts() {
const queryClient = useQueryClient();
const [page, setPage] = useState(1);
const { data } = useQuery({
queryKey: ['posts', page],
queryFn: () => fetchPosts(page),
});
// Prefetch next page
useEffect(() => {
if (data?.hasMore) {
queryClient.prefetchQuery({
queryKey: ['posts', page + 1],
queryFn: () => fetchPosts(page + 1),
});
}
}, [data, page, queryClient]);
return (
<div>
{/* ... */}
</div>
);
}
getQueryData (Read Cache):
const todos = queryClient.getQueryData<Todo[]>(['todos']);
const user = queryClient.getQueryData<User>(['user', userId]);
setQueryData (Write Cache):
queryClient.setQueryData(['user', 1], newUser);
// Updater function
queryClient.setQueryData<Todo[]>(['todos'], (old = []) => [...old, newTodo]);
invalidateQueries (Mark Stale + Refetch):
// Invalidate all queries
queryClient.invalidateQueries();
// Invalidate by key prefix
queryClient.invalidateQueries({ queryKey: ['todos'] });
// Exact match only
queryClient.invalidateQueries({ queryKey: ['todos'], exact: true });
// With refetch control
queryClient.invalidateQueries({
queryKey: ['todos'],
refetchType: 'active', // 'active' | 'inactive' | 'all' | 'none'
});
refetchQueries (Immediate Refetch):
// Refetch all active queries
await queryClient.refetchQueries();
// Refetch specific queries
await queryClient.refetchQueries({ queryKey: ['todos'] });
// Refetch with filters
await queryClient.refetchQueries({
queryKey: ['todos'],
type: 'active', // Only refetch active queries
});
removeQueries (Delete from Cache):
// Remove all queries
queryClient.removeQueries();
// Remove specific
queryClient.removeQueries({ queryKey: ['todos', 1] });
// Remove with predicate
queryClient.removeQueries({
predicate: (query) =>
query.queryKey[0] === 'todos' &&
query.state.data?.isArchived === true,
});
resetQueries (Reset to Initial State):
// Reset all queries
queryClient.resetQueries();
// Reset speci
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