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Spring / Spring Retry Interview Questions

How do you use Spring Retry with Spring Kafka consumers?

Spring Kafka provides its own retry and error-handling abstractions, but Spring Retry integrates naturally through the SeekToCurrentErrorHandler (or DefaultErrorHandler in newer versions) combined with FixedBackOff or ExponentialBackOff.

Configuring retry in a Kafka listener container:

@Bean
public DefaultErrorHandler kafkaErrorHandler() {
    ExponentialBackOff backOff = new ExponentialBackOff(500L, 2.0);
    backOff.setMaxAttempts(4);
    DefaultErrorHandler handler = new DefaultErrorHandler(backOff);
    handler.addNotRetryableExceptions(SerializationException.class);
    return handler;
}

@Bean
public ConcurrentKafkaListenerContainerFactory<?, ?> kafkaListenerContainerFactory(
    ConsumerFactory<?, ?> cf, DefaultErrorHandler errorHandler) {
    var factory = new ConcurrentKafkaListenerContainerFactory<>();
    factory.setConsumerFactory(cf);
    factory.setCommonErrorHandler(errorHandler);
    return factory;
}

Spring Kafka's ExponentialBackOff is from the core Spring Framework utilities, not Spring Retry, but the retry behavior is conceptually the same. For more complex scenarios, you can publish failed messages to a dead-letter topic (DLT) using DeadLetterPublishingRecoverer as the recovery action after all retries are exhausted.

Which class is used as the error handler in modern Spring Kafka for retry configuration?
What happens to failed Kafka messages after all retries are exhausted when using DeadLetterPublishingRecoverer?

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More Related questions...

What is Spring Retry and why is it used? How do you add Spring Retry to a Spring Boot project? What is the @Retryable annotation and what are its key attributes? What is the @Recover annotation and when is it invoked? What is the @Backoff annotation and how does it control retry delays? What is RetryTemplate and how does it differ from annotation-based retry? What are the different retry policies available in Spring Retry? What is a BackOffPolicy in Spring Retry and what implementations are available? What is a RetryContext and what information does it carry? How does the RetryListener interface work in Spring Retry? How does Spring Retry implement the circuit breaker pattern? What is stateful retry in Spring Retry and when should it be used? How do you configure Spring Retry using application properties in Spring Boot? What is the difference between include and exclude in @Retryable? How does Spring Retry integrate with Spring Batch? What common pitfalls should you avoid when using @Retryable? How do you write a unit test for a @Retryable method? How does Spring Retry handle exceptions that are not in the retryFor list? What is the RetryOperationsInterceptor and how is it used? How can you use Spring Retry with Spring WebClient or RestTemplate? How does the ExceptionClassifierRetryPolicy work? What is the RetryCallback interface in Spring Retry? How does Spring Retry differ from Resilience4j Retry? What is the RetryContextCache and when do you need a custom implementation? Can Spring Retry be used with Spring Cloud OpenFeign? How? How do you implement a custom RetryPolicy in Spring Retry? How do you use Spring Retry with Spring Kafka consumers? What is the proxyTargetClass attribute in @EnableRetry? How does the CompositeRetryPolicy work in Spring Retry? What is the difference between retry and idempotency? Why does it matter? How do you configure Spring Retry to use a fixed backoff programmatically? What is the maxAttemptsExpression attribute and how does it differ from maxAttempts? How does Spring Retry integrate with Spring's @Transactional? What is the use of the recover attribute in @Retryable? What are transient vs permanent failures and why does the distinction matter for retry? How do you implement retry with a custom exception condition using RetryPolicy? How does Spring Retry handle the case when @Recover returns void? What is exponential backoff with jitter and why is it preferred over plain exponential backoff? How can you monitor and observe Spring Retry behavior in production? What is the difference between RetryTemplate.execute() and RetryTemplate.executeWithLoadBalancer()?
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