Sorting Patterns
Basic Sorting
GET /products?sort=price → Sort by price (default: asc)
GET /products?sort=price:asc → Sort by price ascending
GET /products?sort=price:desc → Sort by price descending
Multiple Sort Fields
GET /products?sort=category:asc,price:desc,name:asc
# SQL Equivalent:
# ORDER BY category ASC, price DESC, name ASC
Common Sort Patterns
| Pattern | Example | Notes |
|---|---|---|
sort=field |
?sort=name |
Simple, default asc |
sort=field:direction |
?sort=name:desc |
Explicit direction |
sortBy=field&order=dir |
?sortBy=name&order=desc |
Two params |
order=field:dir |
?order=name:desc |
Alternative |
Sort Implementation
@GetMapping("/products")
public Page<Product> getProducts(
@RequestParam(defaultValue = "createdAt") String sort,
@RequestParam(defaultValue = "desc") String direction,
Pageable pageable) {
Sort.Direction dir = Sort.Direction.fromString(direction);
Sort sortObj = Sort.by(dir, sort);
Pageable sortedPageable = PageRequest.of(
pageable.getPageNumber(),
pageable.getPageSize(),
sortObj
);
return productService.findAll(sortedPageable);
}
Sorting Best Practices
- Default sort — Always provide a default (e.g., createdAt desc)
- Whitelist fields — Only allow sorting on indexed fields
- Case sensitivity — Handle case-insensitive sorting
- Null handling — Define where nulls appear (first/last)
Best Practices
Key Principles
- Follow SOLID principles
- Write clean, readable code
- Test thoroughly
- Document decisions
- Monitor in production
Implementation
- Start simple, refactor as needed
- Use established patterns
- Consider trade-offs
- Review with peers
Continuous Improvement
- Learn from incidents
- Update documentation
- Share knowledge
- Mentor others
Key Points
- Understanding Sorting is essential for production systems
- Always consider scalability and maintainability
- Test thoroughly before deploying to production
- Monitor performance and set up alerting
Common Patterns
- Validation: Always validate input at the boundary
- Error Handling: Use structured error responses
- Logging: Log key events for debugging
- Testing: Unit, integration, and load tests
- Documentation: Keep docs updated with code changes
Practice Problems
Design and implement a solution for Sorting in a backend system. Consider scalability, error handling, and production readiness.
Solution
// Sorting implementation
// Key aspects: validation, error handling, logging, testing
public class Sorting {
// Production-ready implementation
} Identify and handle edge cases for Sorting. What happens under high load, with invalid input, or during failures?
Solution
// Edge case handling:
// 1. Null/empty input -> validation
// 2. High load -> rate limiting, queuing
// 3. Failures -> retries, circuit breaker
// 4. Concurrent access -> locks, idempotency Write a testing strategy for Sorting. Include unit tests, integration tests, and performance tests.
Solution
// Test plan:
// - Unit: 80% coverage target
// - Integration: API contracts
// - Performance: latency, throughput
// - Chaos: failure injection Quiz
1. What is the most common sort URL pattern?
2. Why should you whitelist sortable fields?
3. What is a common mistake when implementing Sorting?
Flashcards
Question
Common sort URL pattern?
Click to reveal answer
Answer
?sort=field:asc or ?sort=field:desc
Question
Why whitelist sortable fields?
Click to reveal answer
Answer
Security (prevent info leak) + performance (use indexes)
Question
Sorting best practices
Click to reveal answer
Answer
Follow SOLID principles, write clean code, test thoroughly, document decisions, and monitor in production.
Revision Notes
Key Takeaways
- 1. Use sort=field:direction pattern for sorting
- 2. Always provide a default sort order
- 3. Whitelist allowed sort fields for security and performance
- 4. Support multiple sort fields
Interview Tips
- • Design sorting parameters
- • Explain why field whitelisting matters
Cheat Sheet
Sorting
- Pattern:
?sort=field:ascor?sort=field:desc - Multiple:
?sort=category:asc,price:desc - Default: Always provide (e.g., createdAt desc)
- Security: Whitelist sortable fields