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【无废话】SpringBoot集成Kafka消息队列

0.前言

白嫖的答案←戳我**

1.说明

Spring集成使用方便 Kafka消息队列 , 只需引入依赖包spring-kafka, 注意版本兼容性, 本文详细介绍SpringBoot集成Kafka的方法, 以及如何使用生产者和消费者。

2.引入依赖

在 pom.xml 中引入Spring Kafka版本:

<dependency>     <groupId>org.springframework.kafka</groupId>     <artifactId>spring-kafka</artifactId> </dependency> 

建议通过具体版本号spring-boot-dependencies管理:

<properties>     <spring-boot.version>2.3.1.RELEASE</spring-boot.version> </properties> <dependencyManagement>     <dependencies>         <dependency>             <groupId>org.springframework.boot</groupId>             <artifactId>spring-boot-dependencies</artifactId>             <version>${spring-boot.version}</version>             <type>pom</type>             <scope>import</scope>         </dependency>     </dependencies>
</dependencyManagement>

3.配置

新建applicaion.yml, 新增如下配置:

Spring Kafka 通用配置

spring:
  kafka:
    # kafka连接接地址
    bootstrap-servers: localhost:9092

通用配置:spring.kafka.* 下面的admin、producer、consumer、streams配置, 会覆盖通用配置 spring.kafka.* 中相同的属性。

生产者配置

spring:
  kafka:
    # 生产者配置
    producer:
      # 序列化key的类
      key-serializer: org.apache.kafka.common.serialization.StringSerializer 
      # 反序列化value的类
      value-serializer: org.springframework.kafka.support.serializer.JsonSerializer 

生产者相关配置:spring.kafka.producer.*

消费者配置

spring:
  kafka:
    # 消费者配置 
    consumer:
      # 消费者所属消息组
      group-id: testGroup 
      # 反序列化key的类
      key-deserializer: org.apache.kafka.common.serialization.StringDeserializer 
      # 反序列化value的类 
      value-deserializer: org.springframework.kafka.support.serializer.JsonDeserializer  

消费者相关配置:spring.kafka.consumer.*

默认 value-deserializer 使用 org.apache.kafka.common.serialization.StringDeserializer , 只支持文本消息。 使用org.springframework.kafka.support.serializer.JsonDeserializer可以让消息支持JSON。

完整applicaion.yml配置:

server:
  port: 8028 

spring:
  kafka:
    # kafka连接接地址
    bootstrap-servers: localhost:9092
    # 生产者配置
    producer:
      # 序列化key的类
      key-serializer: org.apache.kafka.common.serialization.StringSerializer 
      # 反序列化value的类
      value-serializer: org.springframework.kafka.support.serializer.JsonSerializer 
    # 消费者配置 
    consumer:
      # 消费者所属消息组
      group-id: testGroup 
      # 反序列化key的类
      key-deserializer: org.apache.kafka.common.serialization.StringDeserializer 
      # 反序列化value的类 
      value-deserializer: org.springframework.kafka.support.serializer.JsonDeserializer   

4.开发代码

新建KafkaMQApplication.java启动类, 注意要新增 @EnableKafka 注解:

package com.yuwen.spring.kafka;

import org.springframework.boot.SpringApplication;
import org.springframework.boot.autoconfigure.SpringBootApplication;
import org.springframework.kafka.annotation.EnableKafka;

@SpringBootApplication
@EnableKafka
public class KafkaMQApplication { 
        
    public static void main(String[] args) { 
        
        SpringApplication.run(KafkaMQApplication.class, args);
    }
}

生产者发送消息

Spring Kafka 提供KafkaTemplate类发送消息, 在需要的地方注入即可, 新增ProviderService.java生产者服务类:

package com.yuwen.spring.kafka.provider;

import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.kafka.core.KafkaTemplate;
import org.springframework.stereotype.Service;

@Service
public class ProviderService { 
        
    public static final String TOPIC = "testTopic";

    @Autowired
    private KafkaTemplate<?, String> kafkaTemplate;

    public void send(String message) { 
        
        // 发送消息
        kafkaTemplate.send(TOPIC, message);
        System.out.println("Provider= " + message);
    }
}

注意指定 topic , 以及要发送的消息内容message。

消费者接收消息

新增ConsumerService.java类, 注意使用 @KafkaListener 注解:

package com.yuwen.spring.kafka.consumer;

import org.springframework.kafka.annotation.KafkaListener;
import org.springframework.stereotype.Service;

import com.yuwen.spring.kafka.provider.ProviderService;

@Service
public class ConsumerService { 
        
    @KafkaListener(topics = ProviderService.TOPIC, groupId = "testGroup", topicPartitions = { 
        })
    public void receive(String message) { 
        
        System.out.println("Consumer= " + message);
    }
}

参数说明: topics 与发送消息topic相同,可以指定多个 groupId 消费组唯一id topicPartitions topic分区,可指定多个

5.自动产生消息

为了测试生产者产生消息, 编写AutoGenerate.java, 自动生成随机字符串, 作为生产者向kafka发送消息:

package com.yuwen.spring.kafka.provider;

import java.util.UUID;
import java.util.concurrent.TimeUnit;

import org.springframework.beans.factory.InitializingBean;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.stereotype.Component;

@Component
public class AutoGenerate implements InitializingBean { 
        

    @Autowired
    private ProviderService providerService;

    @Override
    public void afterPropertiesSet() throws Exception { 
        
        Thread t = new Thread(new Runnable() { 
        

            @Override
            public void run() { 
        
                while (true) { 
        
                    String message = UUID.randomUUID().toString();
                    providerService.send(message);
                    try { 
        
                        TimeUnit.SECONDS.sleep(1);
                    } catch (InterruptedException e) { 
        
                        e.printStackTrace();
                    }
                }
            }
        });

        t.start();
    }
}

6.运行服务

运行KafkaMQApplication.java启动类, 输出如下日志, 可以看到生产者产生的随机字符串, 能够被消费者正确获取到:


  .   ____          _            __ _ _
 /\\ / ___'_ __ _ _(_)_ __  __ _ \ \ \ \
( ( )\___ | '_ | '_| | '_ \/ _` | \ \ \ \
 \\/  ___)| |_)| | | | | || (_| |  ) ) ) )
  '  |____| .__|_| |_|_| |_\__, | / / / /
 =========|_|==============|___/=/_/_/_/
 :: Spring Boot ::        (v2.3.1.RELEASE)

2022-04-28 19:37:49.687  INFO 14424 --- [           main] c.yuwen.spring.kafka.KafkaMQApplication  : Starting KafkaMQApplication on yuwen-asiainfo with PID 14424 (D:\Code\Learn\SpringBoot\spring-boot-demo\MessageQueue\kafka\target\classes started by yuwen in D:\Code\Learn\SpringBoot\spring-boot-demo\MessageQueue\kafka)
2022-04-28 19:37:49.689  INFO 14424 --- [           main] c.yuwen.spring.kafka.KafkaMQApplication  : No active profile set, falling back to default profiles: default
2022-04-28 19:37:51.282  INFO 14424 --- [           main] o.s.b.w.embedded.tomcat.TomcatWebServer  : Tomcat initialized with port(s): 8028 (http)
2022-04-28 19:37:51.290  INFO 14424 --- [           main] o.apache.catalina.core.StandardService   : Starting service [Tomcat]
2022-04-28 19:37:51.291  INFO 14424 --- [           main] org.apache.catalina.core.StandardEngine  : Starting Servlet engine: [Apache Tomcat/9.0.36]
2022-04-28 19:37:51.371  INFO 14424 --- [           main] o.a.c.c.C.[Tomcat].[localhost].[/]       : Initializing Spring embedded WebApplicationContext
2022-04-28 19:37:51.371  INFO 14424 --- [           main] w.s.c.ServletWebServerApplicationContext : Root WebApplicationContext: initialization completed in 1645 ms
2022-04-28 19:37:51.491  INFO 14424 --- [     Thread-119] o.a.k.clients.producer.ProducerConfig    : ProducerConfig values: 
    acks = 1
    batch.size = 16384
    bootstrap.servers = [10.21.13.14:9092]
    buffer.memory = 33554432
    client.dns.lookup = default
    client.id = producer-1
    compression.type = none
    connections.max.idle.ms = 540000
    delivery.timeout.ms = 120000
    enable.idempotence = false
    interceptor.classes = []
    key.serializer = class org.apache.kafka.common.serialization.StringSerializer
    linger.ms = 0
    max.block.ms = 60000
    max.in.flight.requests.per.connection = 5
    max.request.size = 1048576
    metadata.max.age.ms = 300000
    metadata.max.idle.ms = 300000
    metric.reporters = []
    metrics.num.samples = 2
    metrics.recording.level = INFO
    metrics.sample.window.ms = 30000
    partitioner.class = class org.apache.kafka.clients.producer.internals.DefaultPartitioner
    receive.buffer.bytes = 32768
    reconnect.backoff.max.ms = 1000
    reconnect.backoff.ms = 50
    request.timeout.ms = 30000
    retries = 2147483647
    retry.backoff.ms = 100
    sasl.client.callback.handler.class = null
    sasl.jaas.config = null
    sasl.kerberos.kinit.cmd = /usr/bin/kinit
    sasl.kerberos.min.time.before.relogin = 60000
    sasl.kerberos.service.name = null
    sasl.kerberos.ticket.renew.jitter = 0.05
    sasl.kerberos.ticket.renew.window.factor = 0.8
    sasl.login.callback.handler.class = null
    sasl.login.class = null
    sasl.login.refresh.buffer.seconds = 300
    sasl.login.refresh.min.period.seconds = 60
    sasl.login.refresh.window.factor = 0.8
    sasl.login.refresh.window.jitter = 0.05
    sasl.mechanism = GSSAPI
    security.protocol = PLAINTEXT
    security.providers = null
    send.buffer.bytes = 131072
    ssl.cipher.suites = null
    ssl.enabled.protocols = [TLSv1.2]
    ssl.endpoint.identification.algorithm = https
    ssl.key.password = null
    ssl.keymanager.algorithm = SunX509
    ssl.keystore.location = null
    ssl.keystore.password = null
    ssl.keystore.type = JKS
    ssl.protocol = TLSv1.2
    ssl.provider = null
    ssl.secure.random.implementation = null
    ssl.trustmanager.algorithm = PKIX
    ssl.truststore.location = null
    ssl.truststore.password = null
    ssl.truststore.type = JKS
    transaction.timeout.ms = 60000
    transactional.id = null
    value.serializer = class org.springframework.kafka.support.serializer.JsonSerializer

2022-04-28 19:37:51.563  INFO 14424 --- [           main] o.s.s.concurrent.ThreadPoolTaskExecutor  : Initializing ExecutorService 'applicationTaskExecutor'
2022-04-28 19:37:51.590  INFO 14424 --- [     Thread-119] o.a.kafka.common.utils.AppInfoParser     : Kafka version: 2.5.0
2022-04-28 19:37:51.592  INFO 14424 --- [     Thread-119] o.a.kafka.common.utils.AppInfoParser     : Kafka commitId: 66563e712b0b9f84
2022-04-28 19:37:51.592  INFO 14424 --- [     Thread-119] o.a.kafka.common.utils.AppInfoParser     : Kafka startTimeMs: 1651145871589
2022-04-28 19:37:51.851  INFO 14424 --- [           main] o.a.k.clients.consumer.ConsumerConfig    : ConsumerConfig values: 
    allow.auto.create.topics = true
    auto.commit.interval.ms = 5000
    auto.offset.reset = latest
    bootstrap.servers = [10.21.13.14:9092]
    check.crcs = true
    client.dns.lookup = default
    client.id = 
    client.rack = 
    connections.max.idle.ms = 540000
    default.api.timeout.ms = 60000
    enable.auto.commit = false
    exclude.internal.topics = true
    fetch.max.bytes = 52428800
    fetch.max.wait.ms = 500
    fetch.min.bytes = 1
    group.id = testGroup
    group.instance.id = null
    heartbeat.interval.ms = 3000
    interceptor.classes = []
    internal.leave.group.on.close = true
    isolation.level = read_uncommitted
    key.deserializer = class org.apache.kafka.common.serialization.StringDeserializer
    max.partition.fetch.bytes = 1048576
    max.poll.interval.ms = 300000
    max.poll.records = 500
    metadata.max.age.ms = 300000
    metric.reporters = []
    metrics.num.samples = 2
    metrics.recording.level = INFO
    metrics.sample.window.ms = 30000
    partition.assignment.strategy = [class org.apache.kafka.clients.consumer.RangeAssignor]
    receive.buffer.bytes = 65536
    reconnect.backoff.max.ms = 1000
    reconnect.backoff.ms = 50
    request.timeout.ms = 30000
    retry.backoff.ms = 100
    sasl.client.callback.handler.class = null
    sasl.jaas.config = null
    sasl.kerberos.kinit.cmd = /usr/bin/kinit
    sasl.kerberos.min.time.before.relogin = 60000
    sasl.kerberos.service.name = null
    sasl.kerberos.ticket.renew.jitter = 0.05
    sasl.kerberos.ticket.renew.window.factor = 0.8
    sasl.login.callback.handler.class = null
    sasl.login.class = null
    sasl.login.refresh.buffer.seconds = 300
    sasl.login.refresh.min.period.seconds = 60
    sasl.login.refresh.window.factor = 0.8
    sasl.login.refresh.window.jitter = 0.05
    sasl.mechanism = GSSAPI
    security.protocol = PLAINTEXT
    security.providers = null
    send.buffer.bytes = 131072
    session.timeout.ms = 10000
    ssl.cipher.suites = null
    ssl.enabled.protocols = [TLSv1.2]
    ssl.endpoint.identification.algorithm = https
    ssl.key.password = null
    ssl.keymanager.algorithm = SunX509
    ssl.keystore.location = null
    ssl.keystore.password = null
    ssl.keystore.type = JKS
    ssl.protocol = TLSv1.2
    ssl.provider = null
    ssl.secure.random.implementation = null
    ssl.trustmanager.algorithm = PKIX
    ssl.truststore.location = null
    ssl.truststore.password = null
    ssl.truststore.type = JKS
    value.deserializer = class org.springframework.kafka.support.serializer.JsonDeserializer

2022-04-28 19:37:51.888  INFO 14424 --- [           main] o.a.kafka.common.utils.AppInfoParser     : Kafka version: 2.5.0
2022-04-28 19:37:51.888  INFO 14424 --- [           main] o.a.kafka.common.utils.AppInfoParser     : Kafka commitId: 66563e712b0b9f84
2022-04-28 19:37:51.888  INFO 14424 --- [           main] o.a.kafka.common.utils.AppInfoParser     : Kafka startTimeMs: 1651145871888
2022-04-28 19:37:51.890  INFO 14424 --- [           main] o.a.k.clients.consumer.KafkaConsumer     : [Consumer clientId=consumer-testGroup-1, groupId=testGroup] Subscribed to topic(s): testTopic
2022-04-28 19:37:51.892  INFO 14424 --- [           main] o.s.s.c.ThreadPoolTaskScheduler          : Initializing ExecutorService
2022-04-28 19:37:51.911  INFO 14424 --- [           main] o.s.b.w.embedded.tomcat.TomcatWebServer  : Tomcat started on port(s): 8028 (http) with context path ''
2022-04-28 19:37:51.921  INFO 14424 --- [           main] c.yuwen.spring.kafka.KafkaMQApplication  : Started KafkaMQApplication in 2.582 seconds (JVM running for 2.957)
2022-04-28 19:37:51.939  INFO 14424 --- [ntainer#0-0-C-1] org.apache.kafka.clients.Metadata        : [Consumer clientId=consumer-testGroup-1, groupId=testGroup] Cluster ID: zdSPCGGvT8qBnM4LSjz9Hw
2022-04-28 19:37:51.939  INFO 14424 --- [ad | producer-1] org.apache.kafka.clients.Metadata        : [Producer clientId=producer-1] Cluster ID: zdSPCGGvT8qBnM4LSjz9Hw
2022-04-28 19:37:51.940  INFO 14424 --- [ntainer#0-0-C-1] o.a.k.c.c.internals.AbstractCoordinator  : [Consumer clientId=consumer-testGroup-1, groupId=testGroup] Discovered group coordinator 10.21.13.14:9092 (id: 2147483647 rack: null)
2022-04-28 19:37:51.942  INFO 14424 --- [ntainer#0-0-C-1] o.a.k.c.c.internals.AbstractCoordinator  : [Consumer clientId=consumer-testGroup-1, groupId=testGroup] (Re-)joining group
2022-04-28 19:37:51.959  INFO 14424 --- [ntainer#0-0-C-1] o.a.k.c.c.internals.ConsumerCoordinator  : [Consumer clientId=consumer-testGroup-1, groupId=testGroup] Finished assignment for group at generation 5: { 
        consumer-testGroup-1-35e34543-5bf3-4a4a-a590-9a4c6f7e1ae3=Assignment(partitions=[testTopic-0])}
Provider= c30a2e6c-e2e8-419e-865c-04885d1a90b5
2022-04-28 19:37:51.966  INFO 14424 --- [ntainer#0-0-C-1] o.a.k.c.c.internals.AbstractCoordinator  : [Consumer clientId=consumer-testGroup-1, groupId=testGroup] Successfully joined group with generation 5
2022-04-28 19:37:51.970  INFO 14424 --- [ntainer#0-0-C-1] o.a.k.c.c.internals.ConsumerCoordinator  : [Consumer clientId=consumer-testGroup-1, groupId=testGroup] Adding newly assigned partitions: testTopic-0
2022-04-28 19:37:51.984  INFO 14424 --- [ntainer#0-0-C-1] o.a.k.c.c.internals.ConsumerCoordinator  : [Consumer clientId=consumer-testGroup-1, groupId=testGroup] Setting offset for partition testTopic-0 to the committed offset FetchPosition{ 
        offset=310751, offsetEpoch=Optional.empty, currentLeader=LeaderAndEpoch{ 
        leader=Optional[10.21.13.14:9092 (id: 0 rack: null)], epoch=absent}}
2022-04-28 19:37:51.985  INFO 14424 --- [ntainer#0-0-C-1] o.s.k.l.KafkaMessageListenerContainer    : testGroup: partitions assigned: [testTopic-0]
Consumer= 19210493-d0df-4cd9-993b-f99500523eb2
Consumer= baee3749-307f-4894-ad88-a9610700ab80
Consumer= bea5e807-b003-4c90-89be-20439e2fa921
Consumer= 98258208-8a95-495d-917e-84d30d965e2b
Consumer= 4301851e-ab19-4c9e-89d6-7b604acdf077
Consumer= c30a2e6c-e2e8-419e-865c-04885d1a90b5
Provider= a6d47e9e-de74-481f-82f8-02bd7384fdd8
Consumer= a6d47e9e-de74-481f-82f8-02bd7384fdd8
Provider= bd935ef1-cc61-4014-a971-1ad76c5e82bf
Consumer= bd935ef1-cc61-4014-a971-1ad76c5e82bf

7.最后

下面的面试题答案都整理成文档笔记。也还整理了一些面试资料&最新2022收集的一些大厂的面试真题(都整理成文档,小部分截图),有需要的可以 在这里插入图片描述

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