SpingBoot集成kafka开发
- kafka的几个常见概念
- 1、springboot和kafka对应版本(重要)
- 2、创建springboot项目,引入kafka依赖
- 2.1、生产者EventProducer
- 2.2、消费者EventConsumer
- 2.3、启动生产者的方法SpringBoot01KafkaBaseApplication
- 2.4、application.yml
- 2.5、pom.xml
- 2.6、启动springboot项目的启动类(Application)报错
- 3、springboot集成kafka读取最早的消息
- 3.1、如何设置消费者auto-offset-reset: earliest
- 3.2、设置消费者auto-offset-reset: earliest后存在的问题
- 3.2.1、修改消费组ID
- 3.2.2、手动重置偏移量
- 3.2.2.1、手动将偏移量设置为最早
- 3.2.2.2、手动将偏移量设置为最新
kafka的几个常见概念
1、springboot和kafka对应版本(重要)
https://spring.io/projects/spring-kafka
2、创建springboot项目,引入kafka依赖
2.1、生产者EventProducer
package com.power.producer;import org.springframework.kafka.core.KafkaTemplate;
import org.springframework.stereotype.Component;import javax.annotation.Resource;@Component
public class EventProducer {@Resourceprivate KafkaTemplate<String,String> kafkaTemplate;public void sendEvent(){kafkaTemplate.send("hello-topic","hello kafka");}
}
2.2、消费者EventConsumer
package com.power.consumer;import org.springframework.kafka.annotation.KafkaListener;
import org.springframework.stereotype.Component;@Component
public class EventConsumer {//采用监听的方式接收事件(消息,数据)@KafkaListener(topics = {"hello-topic"},groupId="hello-group")public void onEvent(String event){System.out.println("读取到的事件:"+event);}
}
2.3、启动生产者的方法SpringBoot01KafkaBaseApplication
执行一次该方法,会调用一次生产者发送一次消息。
即每执行一次,会调用EventProducer类下的sendEvent方法一次。
package com.power;import com.power.producer.EventProducer;
import org.junit.jupiter.api.Test;
import org.springframework.boot.test.context.SpringBootTest;import javax.annotation.Resource;@SpringBootTest
public class SpringBoot01KafkaBaseApplication {@Resourceprivate EventProducer eventProducer;@Testvoid test01(){eventProducer.sendEvent();}
}
2.4、application.yml
spring:application:#应用名称name: spring-boot-01-kafka-base#kafka连接地址(ip+port)kafka:bootstrap-servers: <你的服务器ip>:9092#配置生产者(有24个配置)#producer:#配置消费者(有24个配置)#consumer:
启动服务后发现报错:
2.5、pom.xml
<?xml version="1.0" encoding="UTF-8"?>
<project xmlns="http://maven.apache.org/POM/4.0.0"xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd"><modelVersion>4.0.0</modelVersion><parent><groupId>org.springframework.boot</groupId><artifactId>spring-boot-starter-parent</artifactId><version>2.7.2</version><relativePath /></parent><groupId>org.powernode</groupId><artifactId>spring-boot-01-kafka-base</artifactId><version>0.0.1-SNAPSHOT</version><name>kafkaSpringBootProject</name><description>kafka project for Spring Boot</description><properties><java.version>8</java.version></properties><repositories><repository><id>central</id><name>aliyun maven</name><url>http://maven.aliyun.com/nexus/content/groups/public/</url><layout>default</layout><!-- 是否开启发布版构件下载 --><releases><enabled>true</enabled></releases><!-- 是否开启快照版构件下载 --><snapshots><enabled>false</enabled></snapshots></repository></repositories><dependencies><dependency><groupId>org.springframework.boot</groupId><artifactId>spring-boot-starter</artifactId></dependency><!-- https://mvnrepository.com/artifact/org.springframework.kafka/spring-kafka --><dependency><groupId>org.springframework.kafka</groupId><artifactId>spring-kafka</artifactId><version>2.8.0</version></dependency><dependency><groupId>org.springframework.boot</groupId><artifactId>spring-boot-devtools</artifactId><scope>runtime</scope><optional>true</optional></dependency><dependency><groupId>org.springframework.boot</groupId><artifactId>spring-boot-starter-test</artifactId><scope>test</scope></dependency><!-- https://mvnrepository.com/artifact/org.springframework.kafka/spring-kafka-test --><dependency><groupId>org.springframework.kafka</groupId><artifactId>spring-kafka-test</artifactId><version>2.8.0</version><scope>test</scope></dependency></dependencies><build><plugins><plugin><groupId>org.springframework.boot</groupId><artifactId>spring-boot-maven-plugin</artifactId><configuration><excludes><exclude><groupId>org.projectlombok</groupId><artifactId>lombok</artifactId></exclude></excludes></configuration></plugin></plugins></build></project>
2.6、启动springboot项目的启动类(Application)报错
项目启动类
package com.power;import org.springframework.boot.SpringApplication;
import org.springframework.boot.autoconfigure.SpringBootApplication;@SpringBootApplication
public class Application {public static void main(String[] args) {SpringApplication.run(Application.class, args);System.out.println("启动成功--------------------------");}
}
修改server.properties配置文件:
修改前:
修改后:
3、springboot集成kafka读取最早的消息
已经被消费者读取/消费的消息,无法被新启动的消费组消息的,那么新启动的消费组该如何读取最早的消息呢,可以通过设置消费者auto-offset-reset: earliest去实现。
3.1、如何设置消费者auto-offset-reset: earliest
1、修改application.yml
3.2、设置消费者auto-offset-reset: earliest后存在的问题
3.2.1、修改消费组ID
原消费组ID
修改后的消费组ID
4、新的消费组ID成功读取到之前的消息
3.2.2、手动重置偏移量
3.2.2.1、手动将偏移量设置为最早
#示例:./kafka-consumer-groups.sh --bootstrap-server <your-kafka-bootstrap-servers> --group <your-consumer-group> --topic <your-topic> --reset-offsets --to-earliest --execute
来到kafka安装目录下:
执行如下命令:
./kafka-consumer-groups.sh --bootstrap-server 127.0.0.1:9092 --group hello-group --topic hello-topic --reset-offsets --to-earliest --execute
执行后报错
需要先停掉服务,在去手动重置偏移量,此时重置偏移量成功,偏移量为0
3.2.2.2、手动将偏移量设置为最新
#示例:./kafka-consumer-groups.sh --bootstrap-server <your-kafka-bootstrap-servers> --group <your-consumer-group> --topic <your-topic> --reset-offsets --to-latest --execute
./kafka-consumer-groups.sh --bootstrap-server 127.0.0.1:9092 --group hello-group --topic hello-topic --reset-offsets --to-latest --execute
设置成功,此时偏移量已为最新: