Apply functional programming patterns to React codebases

Functional Programming in React

Practical patterns for React apps. No jargon, just code that works.

Quick Reference

1. State with Option (Maybe It's There, Maybe Not)

Use Option instead of null | undefined for clearer intent.

Basic Pattern

import { useState } from 'react'
import * as O from 'fp-ts/Option'
import { pipe } from 'fp-ts/function'

interface User {
  id: string
  name: string
  email: string
}

function UserProfile() {
  // Option says "this might not exist yet"
  const [user, setUser] = useState<O.Option<User>>(O.none)

  const handleLogin = (userData: User) => {
    setUser(O.some(userData))
  }

  const handleLogout = () => {
    setUser(O.none)
  }

  return pipe(
    user,
    O.match(
      // When there's no user
      () => <button onClick={() => handleLogin({ id: '1', name: 'Alice', email: 'alice@example.com' })}>
        Log In
      </button>,
      // When there's a user
      (u) => (
        <div>
          <p>Welcome, {u.name}!</p>
          <button onClick={handleLogout}>Log Out</button>
        </div>
      )
    )
  )
}

Chaining Optional Values

import * as O from 'fp-ts/Option'
import { pipe } from 'fp-ts/function'

interface Profile {
  user: O.Option<{
    name: string
    settings: O.Option<{
      theme: string
    }>
  }>
}

function getTheme(profile: Profile): string {
  return pipe(
    profile.user,
    O.flatMap(u => u.settings),
    O.map(s => s.theme),
    O.getOrElse(() => 'light') // default
  )
}

2. Form Validation with Either

Either is perfect for validation: Left = errors, Right = valid data.

Simple Form Validation

import * as E from 'fp-ts/Either'
import * as A from 'fp-ts/Array'
import { pipe } from 'fp-ts/function'

// Validation functions return Either<ErrorMessage, ValidValue>
const validateEmail = (email: string): E.Either<string, string> =>
  email.includes('@')
    ? E.right(email)
    : E.left('Invalid email address')

const validatePassword = (password: string): E.Either<string, string> =>
  password.length >= 8
    ? E.right(password)
    : E.left('Password must be at least 8 characters')

const validateName = (name: string): E.Either<string, string> =>
  name.trim().length > 0
    ? E.right(name.trim())
    : E.left('Name is required')

Collecting All Errors (Not Just First One)

import * as E from 'fp-ts/Either'
import { sequenceS } from 'fp-ts/Apply'
import { getSemigroup } from 'fp-ts/NonEmptyArray'
import { pipe } from 'fp-ts/function'

// This collects ALL errors, not just the first one
const validateAll = sequenceS(E.getApplicativeValidation(getSemigroup<string>()))

interface SignupForm {
  name: string
  email: string
  password: string
}

interface ValidatedForm {
  name: string
  email: string
  password: string
}

function validateForm(form: SignupForm): E.Either<string[], ValidatedForm> {
  return pipe(
    validateAll({
      name: pipe(validateName(form.name), E.mapLeft(e => [e])),
      email: pipe(validateEmail(form.email), E.mapLeft(e => [e])),
      password: pipe(validatePassword(form.password), E.mapLeft(e => [e])),
    })
  )
}

// Usage in component
function SignupForm() {
  const [form, setForm] = useState({ name: '', email: '', password: '' })
  const [errors, setErrors] = useState<string[]>([])

  const handleSubmit = () => {
    pipe(
      validateForm(form),
      E.match(
        (errs) => setErrors(errs),     // Show all errors
        (valid) => {
          setErrors([])
          submitToServer(valid)         // Submit valid data
        }
      )
    )
  }

  return (
    <form onSubmit={e => { e.preventDefault(); handleSubmit() }}>
      <input
        value={form.name}
        onChange={e => setForm(f => ({ ...f, name: e.target.value }))}
        placeholder="Name"
      />
      <input
        value={form.email}
        onChange={e => setForm(f => ({ ...f, email: e.target.value }))}
        placeholder="Email"
      />
      <input
        type="password"
        value={form.password}
        onChange={e => setForm(f => ({ ...f, password: e.target.value }))}
        placeholder="Password"
      />

      {errors.length > 0 && (
        <ul style={{ color: 'red' }}>
          {errors.map((err, i) => <li key={i}>{err}</li>)}
        </ul>
      )}

      <button type="submit">Sign Up</button>
    </form>
  )
}

Field-Level Errors (Better UX)

type FieldErrors = Partial<Record<keyof SignupForm, string>>

function validateFormWithFieldErrors(form: SignupForm): E.Either<FieldErrors, ValidatedForm> {
  const errors: FieldErrors = {}

  pipe(validateName(form.name), E.mapLeft(e => { errors.name = e }))
  pipe(validateEmail(form.email), E.mapLeft(e => { errors.email = e }))
  pipe(validatePassword(form.password), E.mapLeft(e => { errors.password = e }))

  return Object.keys(errors).length > 0
    ? E.left(errors)
    : E.right({ name: form.name.trim(), email: form.email, password: form.password })
}

// In component
{errors.email && <span className="error">{errors.email}</span>}

3. Data Fetching with TaskEither

TaskEither = async operation that might fail. Perfect for API calls.

Basic Fetch Hook

import { useState, useEffect } from 'react'
import * as TE from 'fp-ts/TaskEither'
import * as E from 'fp-ts/Either'
import { pipe } from 'fp-ts/function'

// Wrap fetch in TaskEither
const fetchJson = <T>(url: string): TE.TaskEither<Error, T> =>
  TE.tryCatch(
    async () => {
      const res = await fetch(url)
      if (!res.ok) throw new Error(`HTTP ${res.status}`)
      return res.json()
    },
    (err) => err instanceof Error ? err : new Error(String(err))
  )

// Custom hook
function useFetch<T>(url: string) {
  const [data, setData] = useState<T | null>(null)
  const [error, setError] = useState<Error | null>(null)
  const [loading, setLoading] = useState(true)

  useEffect(() => {
    setLoading(true)
    setError(null)

    pipe(
      fetchJson<T>(url),
      TE.match(
        (err) => {
          setError(err)
          setLoading(false)
        },
        (result) => {
          setData(result)
          setLoading(false)
        }
      )
    )()
  }, [url])

  return { data, error, loading }
}

// Usage
function UserList() {
  const { data, error, loading } = useFetch<User[]>('/api/users')

  if (loading) return <div>Loading...</div>
  if (error) return <div>Error: {error.message}</div>
  return (
    <ul>
      {data?.map(user => <li key={user.id}>{user.name}</li>)}
    </ul>
  )
}

Chaining API Calls

// Fetch user, then fetch their posts
const fetchUserWithPosts = (userId: string) => pipe(
  fetchJson<User>(`/api/users/${userId}`),
  TE.flatMap(user => pipe(
    fetchJson<Post[]>(`/api/users/${userId}/posts`),
    TE.map(posts => ({ ...user, posts }))
  ))
)

Parallel API Calls

import { sequenceT } from 'fp-ts/Apply'

// Fetch multiple things at once
const fetchDashboardData = () => pipe(
  sequenceT(TE.ApplyPar)(
    fetchJson<User>('/api/user'),
    fetchJson<Stats>('/api/stats'),
    fetchJson<Notifications[]>('/api/notifications')
  ),
  TE.map(([user, stats, notifications]) => ({
    user,
    stats,
    notifications
  }))
)

4. RemoteData Pattern (The Right Way to Handle Async State)

Stop using { data, loading, error } booleans. Use a proper state machine.

The Pattern

// RemoteData has exactly 4 states - no impossible combinations
type RemoteData<E, A> =
  | { _tag: 'NotAsked' }                    // Haven't started yet
  | { _tag: 'Loading' }                     // In progress
  | { _tag: 'Failure'; error: E }           // Failed
  | { _tag: 'Success'; data: A }            // Got it!

// Constructors
const notAsked = <E, A>(): RemoteData<E, A> => ({ _tag: 'NotAsked' })
const loading = <E, A>(): RemoteData<E, A> => ({ _tag: 'Loading' })
const failure = <E, A>(error: E): RemoteData<E, A> => ({ _tag: 'Failure', error })
const success = <E, A>(data: A): RemoteData<E, A> => ({ _tag: 'Success', data })

// Pattern match all states
function fold<E, A, R>(
  rd: RemoteData<E, A>,
  onNotAsked: () => R,
  onLoading: () => R,
  onFailure: (e: E) => R,
  onSuccess: (a: A) => R
): R {
  switch (rd._tag) {
    case 'NotAsked': return onNotAsked()
    case 'Loading': return onLoading()
    case 'Failure': return onFailure(rd.error)
    case 'Success': return onSuccess(rd.data)
  }
}

Hook with RemoteData

function useRemoteData<T>(fetchFn: () => Promise<T>) {
  const [state, setState] = useState<RemoteData<Error, T>>(notAsked())

  const execute = async () => {
    setState(loading())
    try {
      const data = await fetchFn()
      setState(success(data))
    } catch (err) {
      setState(failure(err instanceof Error ? err : new Error(String(err))))
    }
  }

  return { state, execute }
}

// Usage
function UserProfile({ userId }: { userId: string }) {
  const { state, execute } = useRemoteData(() =>
    fetch(`/api/users/${userId}`).then(r => r.json())
  )

  useEffect(() => { execute() }, [userId])

  return fold(
    state,
    () => <button onClick={execute}>Load User</button>,
    () => <Spinner />,
    (err) => <ErrorMessage message={err.message} onRetry={execute} />,
    (user) => <UserCard user={user} />
  )
}

Why RemoteData Beats Booleans

// ❌ BAD: Impossible states are possible
interface BadState {
  data: User | null
  loading: boolean
  error: Error | null
}
// Can have: { data: user, loading: true, error: someError } - what does that mean?!

// ✅ GOOD: Only valid states exist
type GoodState = RemoteData<Error, User>
// Can only be: NotAsked | Loading | Failure | Success

5. Referential Stability (Preventing Re-renders)

fp-ts values like O.some(1) create new objects each render. React sees them as "changed".

The Problem

// ❌ BAD: Creates new Option every render
function BadComponent() {
  const [value, setValue] = useState(O.some(1))

  useEffect(() => {
    // This runs EVERY render because O.some(1) !== O.some(1)
    console.log('value changed')
  }, [value])
}

Solution 1: useMemo

// ✅ GOOD: Memoize Option creation
function GoodComponent() {
  const [rawValue, setRawValue] = useState<number | null>(1)

  const value = useMemo(
    () => O.fromNullable(rawValue),
    [rawValue]  // Only recreate when rawValue changes
  )

  useEffect(() => {
    // Now this only runs when rawValue actually changes
    console.log('value changed')
  }, [rawValue])  // Depend on raw value, not Option
}

Solution 2: fp-ts-react-stable-hooks

npm install fp-ts-react-stable-hooks

import { useStableO, useStableEffect } from 'fp-ts-react-stable-hooks'
import * as O from 'fp-ts/Option'
import * as Eq from 'fp-ts/Eq'

function StableComponent() {
  // Uses fp-ts equality instead of reference equality
  const [value, setValue] = useStableO(O.some(1))

  // Effect that understands Option equality
  useStableEffect(
    () => { console.log('value changed') },
    [value],
    Eq.tuple(O.getEq(Eq.eqNumber))  // Custom equality
  )
}

6. Dependency Injection with Context

Use ReaderTaskEither for testable components with injected dependencies.

Setup Dependencies

import * as RTE from 'fp-ts/ReaderTaskEither'
import { pipe } from 'fp-ts/function'
import { createContext, useContext, ReactNode } from 'react'

// Define what services your app needs
interface AppDependencies {
  api: {
    getUser: (id: string) => Promise<User>
    updateUser: (id: string, data: Partial<User>) => Promise<User>
  }
  analytics: {
    track: (event: string, data?: object) => void
  }
}

// Create context
const DepsContext = createContext<AppDependencies | null>(null)

// Provider
function AppProvider({ deps, children }: { deps: AppDependencies; children: ReactNode }) {
  return <DepsContext.Provider value={deps}>{children}</DepsContext.Provider>
}

// Hook to use dependencies
function useDeps(): AppDependencies {
  const deps = useContext(DepsContext)
  if (!deps) throw new Error('Missing AppProvider')
  return deps
}

Use in Components

function UserProfile({ userId }: { userId: string }) {
  const { api, analytics } = useDeps()
  const [user, setUser] = useState<RemoteData<Error, User>>(notAsked())

  useEffect(() => {
    setUser(loading())
    api.getUser(userId)
      .then(u => {
        setUser(success(u))
        analytics.track('user_viewed', { userId })
      })
      .catch(e => setUser(failure(e)))
  }, [userId, api, analytics])

  // render...
}

Testing with Mock Dependencies

const mockDeps: AppDependencies = {
  api: {
    getUser: jest.fn().mockResolvedValue({ id: '1', name: 'Test User' }),
    updateUser: jest.fn().mockResolvedValue({ id: '1', name: 'Updated' }),
  },
  analytics: {
    track: jest.fn(),
  },
}

test('loads user on mount', async () => {
  render(
    <AppProvider deps={mockDeps}>
      <UserProfile userId="1" />
    </AppProvider>
  )

  await screen.findByText('Test User')
  expect(mockDeps.api.getUser).toHaveBeenCalledWith('1')
})

7. React 19 Patterns

use() for Promises (React 19+)

import { use, Suspense } from 'react'

// Instead of useEffect + useState for data fetching
function UserProfile({ userPromise }: { userPromise: Promise<User> }) {
  const user = use(userPromise)  // Suspends until resolved
  return <div>{user.name}</div>
}

// Parent provides the promise
function App() {
  const userPromise = fetchUser('1')  // Start fetching immediately

  return (
    <Suspense fallback={<Spinner />}>
      <UserProfile userPromise={userPromise} />
    </Suspense>
  )
}

useActionState for Forms (React 19+)

import { useActionState } from 'react'
import * as E from 'fp-ts/Either'

interface FormState {
  errors: string[]
  success: boolean
}

async function submitForm(
  prevState: FormState,
  formData: FormData
): Promise<FormState> {
  const data = {
    email: formData.get('email') as string,
    password: formData.get('password') as string,
  }

  // Use Either for validation
  const result = pipe(
    validateForm(data),
    E.match(
      (errors) => ({ errors, success: false }),
      async (valid) => {
        await saveToServer(valid)
        return { errors: [], success: true }
      }
    )
  )

  return result
}

function SignupForm() {
  const [state, formAction, isPending] = useActionState(submitForm, {
    errors: [],
    success: false
  })

  return (
    <form action={formAction}>
      <input name="email" type="email" />
      <input name="password" type="password" />

      {state.errors.map(e => <p key={e} className="error">{e}</p>)}

      <button disabled={isPending}>
        {isPending ? 'Submitting...' : 'Sign Up'}
      </button>
    </form>
  )
}

useOptimistic for Instant Feedback (React 19+)

import { useOptimistic } from 'react'

function TodoList({ todos }: { todos: Todo[] }) {
  const [optimisticTodos, addOptimisticTodo] = useOptimistic(
    todos,
    (state, newTodo: Todo) => [...state, { ...newTodo, pending: true }]
  )

  const addTodo = async (text: string) => {
    const newTodo = { id: crypto.randomUUID(), text, done: false }

    // Immediately show in UI
    addOptimisticTodo(newTodo)

    // Actually save (will reconcile when done)
    await saveTodo(newTodo)
  }

  return (
    <ul>
      {optimisticTodos.map(todo => (
        <li key={todo.id} style={{ opacity: todo.pending ? 0.5 : 1 }}>
          {todo.text}
        </li>
      ))}
    </ul>
  )
}

8. Common Patterns Cheat Sheet

Render Based on Option

// Pattern 1: match
pipe(
  maybeUser,
  O.match(
    () => <LoginButton />,
    (user) => <UserMenu user={user} />
  )
)

// Pattern 2: fold (same as match)
O.fold(
  () => <LoginButton />,
  (user) => <UserMenu user={user} />
)(maybeUser)

// Pattern 3: getOrElse for simple defaults
const name = pipe(
  maybeUser,
  O.map(u => u.name),
  O.getOrElse(() => 'Guest')
)

Render Based on Either

pipe(
  validationResult,
  E.match(
    (errors) => <ErrorList errors={errors} />,
    (data) => <SuccessMessage data={data} />
  )
)

Safe Array Rendering

import * as A from 'fp-ts/Array'

// Get first item safely
const firstUser = pipe(
  users,
  A.head,
  O.map(user => <Featured user={user} />),
  O.getOrElse(() => <NoFeaturedUser />)
)

// Find specific item
const adminUser = pipe(
  users,
  A.findFirst(u => u.role === 'admin'),
  O.map(admin => <AdminBadge user={admin} />),
  O.toNullable  // or O.getOrElse(() => null)
)

Conditional Props

// Add props only if value exists
const modalProps = {
  isOpen: true,
  ...pipe(
    maybeTitle,
    O.map(title => ({ title })),
    O.getOrElse(() => ({}))
  )
}

When to Use What

Libraries

• fp-ts - Core library
• fp-ts-react-stable-hooks - Stable hooks
• @devexperts/remote-data-ts - RemoteData
• io-ts - Runtime type validation
• zod - Schema validation (works great with fp-ts)

Limitations

• Use this skill only when the task clearly matches the scope described above.
• Do not treat the output as a substitute for environment-specific validation, testing, or expert review.
• Stop and ask for clarification if required inputs, permissions, safety boundaries, or success criteria are missing.