Spring Boot Tutorial
Spring Boot - Software Setup and Configuration (STS/Eclipse/IntelliJ)
Prerequisite (Spring Core Concepts)
Spring Boot Core
Spring Boot with REST API
Spring Boot with Database and Data JPA
Spring Boot with Kafka
Spring Boot with AOP
Publishing JSON messages to Apache Kafka using Spring Boot involves a few steps, mainly setting up the necessary configurations and using Kafka templates to send the messages. Here's a step-by-step guide:
First, add the required dependencies. If you're using Maven, add these to your pom.xml
:
<dependency> <groupId>org.springframework.kafka</groupId> <artifactId>spring-kafka</artifactId> </dependency>
Update your application.properties
or application.yml
with the necessary Kafka configurations:
# Kafka properties spring.kafka.bootstrap-servers=localhost:9092 spring.kafka.producer.key-serializer=org.apache.kafka.common.serialization.StringSerializer spring.kafka.producer.value-serializer=org.springframework.kafka.support.serializer.JsonSerializer
The above configuration sets the Kafka bootstrap servers to localhost:9092
and specifies serializers for both key and value. The key will be serialized as a string, and the value (our JSON message) will use Spring Kafka's JsonSerializer
.
Suppose you want to publish a JSON message representing a User
. Here's a simple model:
public class User { private String name; private int age; // Getters, setters, constructors... }
Now, you'll need a service or component to produce (send) messages to Kafka:
import org.springframework.beans.factory.annotation.Autowired; import org.springframework.kafka.core.KafkaTemplate; import org.springframework.stereotype.Service; @Service public class KafkaProducerService { @Autowired private KafkaTemplate<String, User> kafkaTemplate; public void sendUser(User user) { kafkaTemplate.send("user-topic", user); } }
In this example, the sendUser
method will send a User
object to the user-topic
Kafka topic.
To use the producer, you can inject KafkaProducerService
into another Spring component, like a REST controller, and call the sendUser
method:
import org.springframework.beans.factory.annotation.Autowired; import org.springframework.web.bind.annotation.PostMapping; import org.springframework.web.bind.annotation.RequestBody; import org.springframework.web.bind.annotation.RestController; @RestController public class UserController { @Autowired private KafkaProducerService producerService; @PostMapping("/users") public String createUser(@RequestBody User user) { producerService.sendUser(user); return "User sent to Kafka!"; } }
In the above code, a POST request to /users
will send the provided user data to the user-topic
in Kafka.
Start your Spring Boot application, ensuring your Kafka server is running and that the topic user-topic
exists (or adjust the topic name in your configuration accordingly). When you send a POST request to /users
with a valid user JSON, the message will be produced to the Kafka topic.
Publish JSON messages to Kafka topic in Spring Boot:
@Autowired private KafkaTemplate<String, YourObject> kafkaTemplate; public void publishJsonMessage(YourObject yourObject) { kafkaTemplate.send("yourTopic", yourObject); }
Serialize JSON messages with KafkaTemplate in Spring Boot:
@Configuration public class KafkaConfig { @Bean public KafkaTemplate<String, YourObject> kafkaTemplate() { return new KafkaTemplate<>(producerFactory(), new StringSerializer(), new JsonSerializer<>()); } }
Configuring Kafka producer for JSON in Spring Boot:
spring.kafka.producer.key-serializer=org.apache.kafka.common.serialization.StringSerializer spring.kafka.producer.value-serializer=org.springframework.kafka.support.serializer.JsonSerializer
Using custom serializers for JSON in Spring Boot Kafka producer:
public class YourCustomJsonSerializer extends JsonSerializer<YourObject> { // Implement your custom serialization logic }
Error handling for JSON message production in Kafka with Spring Boot:
@Autowired private KafkaTemplate<String, YourObject> kafkaTemplate; public void publishJsonMessageWithErrorHandler(YourObject yourObject) { ListenableFuture<SendResult<String, YourObject>> future = kafkaTemplate.send("yourTopic", yourObject); future.addCallback(new ListenableFutureCallback<>() { @Override public void onSuccess(SendResult<String, YourObject> result) { // Success handling logic } @Override public void onFailure(Throwable ex) { // Error handling logic } }); }
Asynchronous and synchronous JSON message publishing in Spring Boot:
@Autowired private KafkaTemplate<String, YourObject> kafkaTemplate; public void publishJsonMessageAsync(YourObject yourObject) { ListenableFuture<SendResult<String, YourObject>> future = kafkaTemplate.send("yourTopic", yourObject); future.addCallback(new ListenableFutureCallback<>() { // Callback methods }); }Code Example (Synchronous):
@Autowired private KafkaTemplate<String, YourObject> kafkaTemplate; public void publishJsonMessageSync(YourObject yourObject) { kafkaTemplate.send("yourTopic", yourObject).get(); }
Integration of JSON schema with Kafka in Spring Boot:
@Value("${spring.kafka.properties.schema.registry.url}") private String schemaRegistryUrl; @Bean public KafkaTemplate<String, YourObject> kafkaTemplate() { return new KafkaTemplate<>(producerFactory(), new StringSerializer(), new JsonSerializer<>(schemaRegistryUrl)); }
Monitoring and logging JSON message production in Kafka with Spring Boot:
@Autowired private KafkaTemplate<String, YourObject> kafkaTemplate; public void publishJsonMessageWithLogging(YourObject yourObject) { log.info("Publishing JSON message: {}", yourObject); kafkaTemplate.send("yourTopic", yourObject); }