Category: runtimeDifficulty: ProPublished: 2024-12-18
Understanding and Preventing Race Conditions
Race conditions occur when multiple asynchronous operations compete for shared resources, leading to unpredictable behavior. In JavaScript, these are particularly common in applications with multiple API calls, state updates, or user interactions.
Common Race Condition Scenarios
1. Multiple API Calls
// Problem: Results may arrive in different order than requests async function fetchUserData(userId) { const profile = await fetch(`/api/profile/${userId}`); const posts = await fetch(`/api/posts/${userId}`); return { profile: await profile.json(), posts: await posts.json() }; } // Solution: Use Promise.all for concurrent requests async function fetchUserDataFixed(userId) { const [profile, posts] = await Promise.all([ fetch(`/api/profile/${userId}`).then(res => res.json()), fetch(`/api/posts/${userId}`).then(res => res.json()) ]); return { profile, posts }; }
2. State Updates in React
// Problem: Multiple setState calls may lead to race conditions function Counter() { const [count, setCount] = useState(0); const increment = () => { setCount(count + 1); // Uses stale 'count' setCount(count + 1); // Uses same stale 'count' }; // Solution: Use functional updates const incrementFixed = () => { setCount(prev => prev + 1); // Uses latest state setCount(prev => prev + 1); // Uses latest state }; return <button onClick={incrementFixed}>{count}</button>; }
3. Debounced API Calls
// Problem: Multiple rapid calls may return out of order function SearchComponent() { const [results, setResults] = useState([]); async function search(query) { const response = await fetch(`/api/search?q=${query}`); const data = await response.json(); setResults(data); // May set stale results } // Solution: Track latest request function SearchComponentFixed() { const [results, setResults] = useState([]); const latestQuery = useRef(''); async function search(query) { latestQuery.current = query; const response = await fetch(`/api/search?q=${query}`); const data = await response.json(); // Only update if this is still the latest query if (latestQuery.current === query) { setResults(data); } } return <input onChange={e => search(e.target.value)} />; } }
Prevention Strategies
1. Request Cancellation
function SearchWithCancellation() { const [results, setResults] = useState([]); const abortController = useRef(null); async function search(query) { // Cancel previous request if (abortController.current) { abortController.current.abort(); } // Create new abort controller abortController.current = new AbortController(); try { const response = await fetch(`/api/search?q=${query}`, { signal: abortController.current.signal }); const data = await response.json(); setResults(data); } catch (error) { if (error.name === 'AbortError') { // Request was cancelled, ignore return; } throw error; } } return <input onChange={e => search(e.target.value)} />; }
2. Request Queue
class RequestQueue { constructor() { this.queue = []; this.processing = false; } async add(request) { return new Promise((resolve, reject) => { this.queue.push({ request, resolve, reject }); this.processNext(); }); } async processNext() { if (this.processing || this.queue.length === 0) { return; } this.processing = true; const { request, resolve, reject } = this.queue.shift(); try { const result = await request(); resolve(result); } catch (error) { reject(error); } finally { this.processing = false; this.processNext(); } } } // Usage const queue = new RequestQueue(); async function processInOrder(id) { return queue.add(async () => { const response = await fetch(`/api/data/${id}`); return response.json(); }); }
3. Mutex Implementation
class Mutex { constructor() { this.queue = []; this.locked = false; } async acquire() { return new Promise(resolve => { if (!this.locked) { this.locked = true; resolve(); } else { this.queue.push(resolve); } }); } release() { if (this.queue.length > 0) { const next = this.queue.shift(); next(); } else { this.locked = false; } } } // Usage const mutex = new Mutex(); async function criticalSection() { await mutex.acquire(); try { // Perform synchronized operations await synchronizedOperation(); } finally { mutex.release(); } }
Testing Race Conditions
describe('Race Condition Tests', () => { it('should handle concurrent requests correctly', async () => { const promises = []; const results = new Set(); // Create multiple concurrent requests for (let i = 0; i < 10; i++) { promises.push( fetchData(i).then(result => { results.add(result); }) ); } await Promise.all(promises); // Verify results expect(results.size).toBe(10); }); it('should maintain order with request queue', async () => { const queue = new RequestQueue(); const results = []; // Add requests in specific order await Promise.all([ queue.add(() => { results.push(1); return delay(100); }), queue.add(() => { results.push(2); return delay(50); }), queue.add(() => { results.push(3); return delay(10); }) ]); // Verify order is maintained expect(results).toEqual([1, 2, 3]); }); });
Best Practices
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Use Atomic Operations
// Problem: Non-atomic operation let counter = 0; async function increment() { const value = counter; await delay(100); counter = value + 1; } // Solution: Use atomic operations const counter = new AtomicInteger(0); async function increment() { counter.incrementAndGet(); }
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Implement Retry Logic
async function fetchWithRetry(url, options = {}, retries = 3) { try { return await fetch(url, options); } catch (error) { if (retries > 0) { await delay(1000); return fetchWithRetry(url, options, retries - 1); } throw error; } }
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Use Version Numbers
function VersionedState() { const [state, setState] = useState({ data: null, version: 0 }); async function updateData(newData) { const newVersion = state.version + 1; const response = await processData(newData); // Only update if version matches setState(current => { if (current.version === newVersion - 1) { return { data: response, version: newVersion }; } return current; }); } }
Debugging Tools
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Chrome DevTools Network Panel
- Use the network panel to observe request timing
- Enable "Slow 3G" to make race conditions more apparent
- Use request blocking to simulate failures
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Performance Profiling
console.time('operation'); await performOperation(); console.timeEnd('operation');
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Request Logging
class RequestLogger { static log(method, url, startTime) { const duration = Date.now() - startTime; console.log(`${method} ${url} completed in ${duration}ms`); } static async wrap(promise, method, url) { const startTime = Date.now(); try { return await promise; } finally { this.log(method, url, startTime); } } }
Prevention Checklist
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Design Phase
- Identify shared resources
- Plan synchronization points
- Document race condition risks
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Implementation Phase
- Use appropriate synchronization primitives
- Implement request cancellation
- Add version tracking
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Testing Phase
- Create concurrent test scenarios
- Use network throttling
- Test with different timing conditions