Comprehensive developer toolkit providing reusable skills for Java/Spring Boot, TypeScript/NestJS/React/Next.js, Python, PHP, AWS CloudFormation, AI/RAG, DevOps, and more.
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Resilience4j is a lightweight fault tolerance library designed for Java 8+ and functional programming. It provides patterns for handling failures in distributed systems including circuit breakers, rate limiters, retry mechanisms, bulkheads, and time limiters. This skill demonstrates how to integrate Resilience4j with Spring Boot 3.x to build resilient microservices that can gracefully handle external service failures and prevent cascading failures across the system.
To implement resilience patterns in Spring Boot applications, use this skill when:
Resilience4j is a lightweight, composable library for adding fault tolerance without requiring external infrastructure. It provides annotation-based patterns that integrate seamlessly with Spring Boot's AOP and Actuator.
Add Resilience4j dependencies to your project. For Maven, add to pom.xml:
<dependency>
<groupId>io.github.resilience4j</groupId>
<artifactId>resilience4j-spring-boot3</artifactId>
<version>2.2.0</version> // Use latest stable version
</dependency>
<dependency>
<groupId>org.springframework.boot</groupId>
<artifactId>spring-boot-starter-aop</artifactId>
</dependency>
<dependency>
<groupId>org.springframework.boot</groupId>
<artifactId>spring-boot-starter-actuator</artifactId>
</dependency>For Gradle, add to build.gradle:
implementation "io.github.resilience4j:resilience4j-spring-boot3:2.2.0"
implementation "org.springframework.boot:spring-boot-starter-aop"
implementation "org.springframework.boot:spring-boot-starter-actuator"Enable AOP annotation processing with @EnableAspectJAutoProxy (auto-configured by Spring Boot).
Apply @CircuitBreaker annotation to methods calling external services:
@Service
public class PaymentService {
private final RestTemplate restTemplate;
public PaymentService(RestTemplate restTemplate) {
this.restTemplate = restTemplate;
}
@CircuitBreaker(name = "paymentService", fallbackMethod = "paymentFallback")
public PaymentResponse processPayment(PaymentRequest request) {
return restTemplate.postForObject("http://payment-api/process",
request, PaymentResponse.class);
}
private PaymentResponse paymentFallback(PaymentRequest request, Exception ex) {
return PaymentResponse.builder()
.status("PENDING")
.message("Service temporarily unavailable")
.build();
}
}Configure in application.yml:
resilience4j:
circuitbreaker:
configs:
default:
registerHealthIndicator: true
slidingWindowSize: 10
minimumNumberOfCalls: 5
failureRateThreshold: 50
waitDurationInOpenState: 10s
instances:
paymentService:
baseConfig: defaultSee @references/configuration-reference.md for complete circuit breaker configuration options.
Apply @Retry annotation for transient failure recovery:
@Service
public class ProductService {
private final RestTemplate restTemplate;
public ProductService(RestTemplate restTemplate) {
this.restTemplate = restTemplate;
}
@Retry(name = "productService", fallbackMethod = "getProductFallback")
public Product getProduct(Long productId) {
return restTemplate.getForObject(
"http://product-api/products/" + productId,
Product.class);
}
private Product getProductFallback(Long productId, Exception ex) {
return Product.builder()
.id(productId)
.name("Unavailable")
.available(false)
.build();
}
}Configure retry in application.yml:
resilience4j:
retry:
configs:
default:
maxAttempts: 3
waitDuration: 500ms
enableExponentialBackoff: true
exponentialBackoffMultiplier: 2
instances:
productService:
baseConfig: default
maxAttempts: 5See @references/configuration-reference.md for retry exception configuration.
Apply @RateLimiter to control request rates:
@Service
public class NotificationService {
private final EmailClient emailClient;
public NotificationService(EmailClient emailClient) {
this.emailClient = emailClient;
}
@RateLimiter(name = "notificationService",
fallbackMethod = "rateLimitFallback")
public void sendEmail(EmailRequest request) {
emailClient.send(request);
}
private void rateLimitFallback(EmailRequest request, Exception ex) {
throw new RateLimitExceededException(
"Too many requests. Please try again later.");
}
}Configure in application.yml:
resilience4j:
ratelimiter:
configs:
default:
registerHealthIndicator: true
limitForPeriod: 10
limitRefreshPeriod: 1s
timeoutDuration: 500ms
instances:
notificationService:
baseConfig: default
limitForPeriod: 5Apply @Bulkhead to isolate resources. Use type = SEMAPHORE for synchronous methods:
@Service
public class ReportService {
private final ReportGenerator reportGenerator;
public ReportService(ReportGenerator reportGenerator) {
this.reportGenerator = reportGenerator;
}
@Bulkhead(name = "reportService", type = Bulkhead.Type.SEMAPHORE)
public Report generateReport(ReportRequest request) {
return reportGenerator.generate(request);
}
}Use type = THREADPOOL for async/CompletableFuture methods:
@Service
public class AnalyticsService {
@Bulkhead(name = "analyticsService", type = Bulkhead.Type.THREADPOOL)
public CompletableFuture<AnalyticsResult> runAnalytics(
AnalyticsRequest request) {
return CompletableFuture.supplyAsync(() ->
analyticsEngine.analyze(request));
}
}Configure in application.yml:
resilience4j:
bulkhead:
configs:
default:
maxConcurrentCalls: 10
maxWaitDuration: 100ms
instances:
reportService:
baseConfig: default
maxConcurrentCalls: 5
thread-pool-bulkhead:
instances:
analyticsService:
maxThreadPoolSize: 8Apply @TimeLimiter to async methods to enforce timeout boundaries:
@Service
public class SearchService {
@TimeLimiter(name = "searchService", fallbackMethod = "searchFallback")
public CompletableFuture<SearchResults> search(SearchQuery query) {
return CompletableFuture.supplyAsync(() ->
searchEngine.executeSearch(query));
}
private CompletableFuture<SearchResults> searchFallback(
SearchQuery query, Exception ex) {
return CompletableFuture.completedFuture(
SearchResults.empty("Search timed out"));
}
}Configure in application.yml:
resilience4j:
timelimiter:
configs:
default:
timeoutDuration: 2s
cancelRunningFuture: true
instances:
searchService:
baseConfig: default
timeoutDuration: 3sStack multiple patterns on a single method for comprehensive fault tolerance:
@Service
public class OrderService {
@CircuitBreaker(name = "orderService")
@Retry(name = "orderService")
@RateLimiter(name = "orderService")
@Bulkhead(name = "orderService")
public Order createOrder(OrderRequest request) {
return orderClient.createOrder(request);
}
}Execution order: Retry → CircuitBreaker → RateLimiter → Bulkhead → Method
All patterns should reference the same named configuration instance for consistency.
Create a global exception handler using @RestControllerAdvice:
@RestControllerAdvice
public class ResilienceExceptionHandler {
@ExceptionHandler(CallNotPermittedException.class)
@ResponseStatus(HttpStatus.SERVICE_UNAVAILABLE)
public ErrorResponse handleCircuitOpen(CallNotPermittedException ex) {
return new ErrorResponse("SERVICE_UNAVAILABLE",
"Service currently unavailable");
}
@ExceptionHandler(RequestNotPermitted.class)
@ResponseStatus(HttpStatus.TOO_MANY_REQUESTS)
public ErrorResponse handleRateLimited(RequestNotPermitted ex) {
return new ErrorResponse("TOO_MANY_REQUESTS",
"Rate limit exceeded");
}
@ExceptionHandler(BulkheadFullException.class)
@ResponseStatus(HttpStatus.SERVICE_UNAVAILABLE)
public ErrorResponse handleBulkheadFull(BulkheadFullException ex) {
return new ErrorResponse("CAPACITY_EXCEEDED",
"Service at capacity");
}
}Enable Actuator endpoints for monitoring resilience patterns in application.yml:
management:
endpoints:
web:
exposure:
include: health,metrics,circuitbreakers,retries,ratelimiters
endpoint:
health:
show-details: always
health:
circuitbreakers:
enabled: true
ratelimiters:
enabled: trueAccess monitoring endpoints:
GET /actuator/health - Overall health including resilience patternsGET /actuator/circuitbreakers - Circuit breaker statesGET /actuator/metrics - Custom resilience metricsexponentialBackoffMultiplier: 2)failureRateThreshold between 50-70% depending on acceptable error ratesregisterHealthIndicator: true for all patterns to integrate with Spring Boot health@Retry on non-idempotent operations like POST requests.@Service
public class PaymentService {
public PaymentResponse processPayment(PaymentRequest request) {
return restTemplate.postForObject("http://payment-api/process",
request, PaymentResponse.class);
}
}@Service
public class PaymentService {
@CircuitBreaker(name = "paymentService", fallbackMethod = "paymentFallback")
public PaymentResponse processPayment(PaymentRequest request) {
return restTemplate.postForObject("http://payment-api/process",
request, PaymentResponse.class);
}
private PaymentResponse paymentFallback(PaymentRequest request, Exception ex) {
return PaymentResponse.builder()
.status("PENDING")
.message("Service temporarily unavailable")
.build();
}
}public Order getOrder(Long orderId) {
return orderRepository.findById(orderId)
.orElseThrow(() -> new OrderNotFoundException(orderId));
}@Retry(name = "orderService", fallbackMethod = "getOrderFallback")
public Order getOrder(Long orderId) {
return orderRepository.findById(orderId)
.orElseThrow(() -> new OrderNotFoundException(orderId));
}
private Order getOrderFallback(Long orderId, Exception ex) {
return Order.cachedOrder(orderId);
}@RestController
public class ApiController {
@GetMapping("/api/data")
public Data fetchData() {
return dataService.processLargeDataset();
}
}@RestController
public class ApiController {
@RateLimiter(name = "dataService", fallbackMethod = "rateLimitFallback")
@GetMapping("/api/data")
public Data fetchData() {
return dataService.processLargeDataset();
}
private ResponseEntity<ErrorResponse> rateLimitFallback(Exception ex) {
return ResponseEntity.status(429)
.body(new ErrorResponse("TOO_MANY_REQUESTS", "Rate limit exceeded"));
}
}@Service
public class ReportService {
public Report generateReport(ReportRequest request) {
return reportGenerator.generate(request);
}
}@Service
public class ReportService {
@Bulkhead(name = "reportService", type = Bulkhead.Type.SEMAPHORE)
public Report generateReport(ReportRequest request) {
return reportGenerator.generate(request);
}
}plugins
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