Apache Kafka for Developers using Spring Boot[LatestEdition]
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Why take this course?
📚 WebMVC Annotation and MockMVC
- Understand how to use
@RestController
and@GetMapping
,@PostMapping
, etc., for defining RESTful endpoints. - Use
MockMvc
for testing the REST controllers by simulating HTTP requests. - Add validations to your request payloads using constraints like
@NotBlank
,@Min
,@Max
, etc. - Write custom error handlers to return different response codes and messages for various scenarios.
📧 Kafka Producer - Sending Message With Key
- Learn how to send records to a Kafka topic with a key for partitioning and consistent group management.
🔗 Kafka Producer - Important Configurations
- Understand configurations like
key.serializer
,value.serializer
,partitioner
, and their impact on message delivery. - Learn about the importance of
acks
setting and its role in ensuring data durability. - Explore producer interceptors for logging or pre/post-processing messages.
🧐 Build SpringBoot Kafka Consumer
- Set up a project with the necessary dependencies for a Kafka consumer.
- Learn about
@KafkaListener
,@KafkaEventHandler
, and how to consume messages from topics. - Understand the auto-configuration properties in Spring Boot for Kafka consumers.
👨🚀 Consumer Groups and Offset Management
- Explain how consumer groups work and why they are essential for scalability and fault tolerance.
- Manually manage offsets to ensure messages are consumed exactly once and not skipped or duplicated after a failure.
- Demonstrate how to scale message consumption by configuring the concurrency level.
🗂️ Persisting Library Events in DB - Using H2 InMemory DataBase
- Configure an H2 in-memory database and integrate it with your application.
- Define entities like
LibraryEvent
andBook
and use Spring Data JPA to interact with the database. - Create service methods to handle library events for ADDing and MODIFYing records.
🔄 Integration Testing using Embedded Kafka - Kafka Consumer
- Configure an embedded Kafka instance within your test environment.
- Write unit and integration tests to validate the consumer logic and message processing.
- Use
TestContainers
for real database integration tests.
🛠️ Error Handling, Retry and Recovery - Kafka Consumers
- Implement custom error handling strategies for consumer failures.
- Configure retry mechanisms to handle transient errors.
- Set up a recovery process to handle more critical issues that prevent the consumer from functioning correctly.
🚫 Error Handling, Retry/Recovery - Kafka Producer
- Handle producer errors using error callbacks.
- Implement retry logic for scenarios like broker unavailability or when the required number of replicas are not in sync.
- Learn how to recover and retain failed records until they can be successfully produced.
🎉 Conclusion
By completing this journey, you will have a solid understanding of building robust Kafka consumers and producers with Spring Boot, along with comprehensive unit and integration testing strategies using EmbeddedKafka. You'll be equipped to handle real-world scenarios involving message production, consumption, validation, error handling, retry mechanisms, and recovery processes. Your applications will be resilient, scalable, and maintainable.
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Comidoc Review
Our Verdict
Apache Kafka for Developers using Spring Boot [Latest Edition] offers valuable insights into building enterprise-level client applications with Spring Boot and Apache Kafka. Its strengths lie in addressing developers' needs, presenting real-life examples, and maintaining an up-to-date curriculum. However, there is room for improvement in terms of the course's pacing, technology versions, and highlighting best practices. Overall, this accessible course serves as an excellent starting point for beginners or those looking to expand their understanding of Kafka with Spring Boot.
What We Liked
- Comprehensive coverage of Apache Kafka and its integration with Spring Boot, including producer/consumer development, unit testing, and integration tests using an embedded Kafka server.
- In-depth explanations of configuration options, Spring classes, and fundamental concepts, helping learners understand and apply Spring Kafka effectively.
- Real-life examples and practical exercises to solidify understanding, allowing for direct application of learned skills.
- Regular updates ensure that the content remains relevant and current, reflecting ongoing advancements in the field.
Potential Drawbacks
- Course material could benefit from more emphasis on recent Spring and Gradle versions, ensuring compatibility with cutting-edge technologies.
- The learning experience might be enhanced by including additional best practices and recommendations for configuring Kafka securely and efficiently.
- A few sections, such as the error handling and recovery section related to Kafka consumers, could benefit from slower pacing, allowing learners more time to absorb complex information.
- While some users may appreciate detailed explanations of non-Kafka topics like CRON and H2/JPA, other learners might prefer a narrower focus on core concepts in this course.