在 RabbitMQ 中分组接收消息，最好使用 Spring AMQP?

问题描述

我从服务 (S) 接收消息，该服务将每个单独的属性更改作为单独的消息发布到实体.一个人为的例子是这样的实体:

I'm receiving messages from a service (S) that publishes each individual property change to an entity as a separate message. A contrived example would be an entity like this:

Person {
    id: 123
    name: "Something",
    address: {...}
}

如果姓名和地址在同一事务中更新，则 (S) 将发布两条消息，PersonNameCorrected 和 PersonMoved.问题出在接收端，我在其中存储此 Person 实体的投影，并且每个属性更改都会导致写入数据库.所以在这个例子中，会有两次对数据库的写入，但是如果我可以在短时间内批量处理消息并按 id 分组，那么我只需要对数据库进行一次写入.

If name and address are updated in the same transaction then (S) will publish two messages, PersonNameCorrected and PersonMoved. The problem is on the receiving side where I'm storing a projection of this Person entity and each property change causes a write to the database. So in this example there would be two writes to the database but if I could batch messages for a short period of time and group them by id then I would only have to make a single write to the database.

在 RabbitMQ 中通常如何处理这个问题?Spring AMQP 是否提供了更简单的抽象?

How does one typically handle this in RabbitMQ? Does Spring AMQP provide an easier abstraction?

请注意，我已经简要查看了 prefetch 但我不确定这是否是要走的路.如果我理解正确，预取也是基于每个连接的.我试图在 per-queue 的基础上实现这一点，因为如果批处理(从而增加延迟)是可行的方法，我不想将此延迟添加到我使用的所有队列中服务(但仅限于那些需要group-by-id"功能的人).

Note that I have looked briefly at prefetch but I'm not sure if this is the way to go. Also prefetch, if I understand it correctly, is per connection basis. I'm trying to achieve this on a per-queue basis, because if batching (and thus added latency) is the way to go I wouldn't like to add this latency to ALL queues consumed by my service (but only to those that need the "group-by-id" features).

推荐答案

对于这种情况，Prefetch 无济于事.

Prefetch won't help for a case like this.

考虑使用 Spring Integration，它的适配器位于 Spring 之上AMQP；它还提供了一个聚合器，可用于在将消息发送到管道中的下一个阶段之前将它们组合在一起.

Consider using Spring Integration which has adapters that sit on top of Spring AMQP; it also provides an aggregrator which can be used to group messages together before sending them on to the next stage in the pipeline.

编辑

这是一个用于演示的快速启动应用...

Here's a quick boot app to demostrate...

@SpringBootApplication
public class So42969130Application implements CommandLineRunner {

    public static void main(String[] args) {
        SpringApplication.run(So42969130Application.class, args)
            .close();
    }

    @Autowired
    private RabbitTemplate template;

    @Autowired
    private Handler handler;

    @Override
    public void run(String... args) throws Exception {
        this.template.convertAndSend("so9130", new PersonNameChanged(123));
        this.template.convertAndSend("so9130", new PersonMoved(123));
        this.handler.latch.await(10, TimeUnit.SECONDS);
    }

    @Bean
    public IntegrationFlow flow(ConnectionFactory connectionFactory) {
        return IntegrationFlows.from(Amqp.inboundAdapter(connectionFactory, "so9130")
                        .messageConverter(converter()))
                .aggregate(a -> a
                        .correlationExpression("payload.id")
                        .releaseExpression("false") // open-ended release, timeout only
                        .sendPartialResultOnExpiry(true)
                        .groupTimeout(2000))
                .handle(handler())
                .get();
    }

    @Bean
    public Jackson2JsonMessageConverter converter() {
        return new Jackson2JsonMessageConverter();
    }

    @Bean
    public Handler handler() {
        return new Handler();
    }

    @Bean
    public Queue queue() {
        return new Queue("so9130", false, false, true);
    }

    public static class Handler {

        private final CountDownLatch latch = new CountDownLatch(1);

        @ServiceActivator
        public void handle(Collection<?> aggregatedData) {
            System.out.println(aggregatedData);
            this.latch.countDown();
        }

    }

    public static class PersonNameChanged {

        private int id;

        PersonNameChanged() {
        }

        PersonNameChanged(int id) {
            this.id = id;
        }

        public int getId() {
            return this.id;
        }

        public void setId(int id) {
            this.id = id;
        }

        @Override
        public String toString() {
            return "PersonNameChanged [id=" + this.id + "]";
        }

    }

    public static class PersonMoved {

        private int id;

        PersonMoved() {
        }

        PersonMoved(int id) {
            this.id = id;
        }

        public int getId() {
            return this.id;
        }

        public void setId(int id) {
            this.id = id;
        }

        @Override
        public String toString() {
            return "PersonMoved [id=" + this.id + "]";
        }

    }

}

波姆:

<?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>

    <groupId>com.example</groupId>
    <artifactId>so42969130</artifactId>
    <version>2.0.0-BUILD-SNAPSHOT</version>
    <packaging>jar</packaging>

    <name>so42969130</name>
    <description>Demo project for Spring Boot</description>

    <parent>
        <groupId>org.springframework.boot</groupId>
        <artifactId>spring-boot-starter-parent</artifactId>
        <version>1.5.2.RELEASE</version>
        <relativePath/> <!-- lookup parent from repository -->
    </parent>

    <properties>
        <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
        <project.reporting.outputEncoding>UTF-8</project.reporting.outputEncoding>
        <java.version>1.8</java.version>
    </properties>

    <dependencies>
        <dependency>
            <groupId>org.springframework.boot</groupId>
            <artifactId>spring-boot-starter-integration</artifactId>
        </dependency>

        <dependency>
            <groupId>org.springframework.integration</groupId>
            <artifactId>spring-integration-amqp</artifactId>
        </dependency>

        <dependency>
            <groupId>org.springframework.integration</groupId>
            <artifactId>spring-integration-java-dsl</artifactId>
        </dependency>

        <dependency>
            <groupId>org.springframework.boot</groupId>
            <artifactId>spring-boot-starter-test</artifactId>
            <scope>test</scope>
        </dependency>
    </dependencies>

    <build>
        <plugins>
            <plugin>
                <groupId>org.springframework.boot</groupId>
                <artifactId>spring-boot-maven-plugin</artifactId>
            </plugin>
        </plugins>
    </build>


</project>

结果:

2017-03-23 09:56:57.501  INFO 75217 --- [ask-scheduler-2] .s.i.a.AbstractCorrelatingMessageHandler : 
    Expiring MessageGroup with correlationKey[123]
[PersonNameChanged [id=123], PersonMoved [id=123]]

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