java - 如何在 Camel 路由上模拟 Kafka Consumer 端点？

Question

我有一个 Camel 端点，它基本上是一个 Kafka Consumer 从主题读取并将信息发送到数据库。它工作正常，但是，我正在努力对其进行单元测试，因为我无法模拟 Kafka 端点。谁能帮我模拟 Camel route 的卡夫卡消费者？

@Override
public void configure() {    
    from(kafka:eph?brokers=localhost:9092...).routeId("KafkaConsumer")
        .to(direct:updateDatabase)
}

Answer 1

要对您的路线进行单元测试，您可以使用标准的 Camel Spring Boot 测试来完成。在测试过程中，Kafka生产者(在Camel看来)可以与直接组件交换，并且可以在那里传递模拟消息。要查看您的路由是否正确处理这些消息，Mock endpoints可以使用。

//Route definition
@Component
public class KafkaRoute extends RouteBuilder {

    public static final String KAFKA_ROUTE_NAME = "kafka-route";

    @Override
    public void configure() throws Exception {
        from("kafka:eph?brokers=localhost:9092").routeId(KAFKA_ROUTE_NAME)
                .log(LoggingLevel.INFO, "Message: ${body}  received on the topic: ${headers[kafka.TOPIC]} ")
                .to("direct:updateDatabase");

        from("direct:updateDatabase").log(LoggingLevel.INFO, "DB Updated.");

    }

}

import java.util.HashMap;
import java.util.Map;

import org.apache.camel.CamelContext;
import org.apache.camel.EndpointInject;
import org.apache.camel.Produce;
import org.apache.camel.ProducerTemplate;
import org.apache.camel.builder.AdviceWithRouteBuilder;
import org.apache.camel.component.kafka.KafkaConstants;
import org.apache.camel.component.mock.MockEndpoint;
import org.apache.camel.test.spring.CamelSpringBootRunner;
import org.apache.camel.test.spring.MockEndpoints;
import org.junit.Test;
import org.junit.runner.RunWith;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.boot.test.context.SpringBootTest;
import org.springframework.test.annotation.DirtiesContext;

@RunWith(CamelSpringBootRunner.class)
@SpringBootTest
@DirtiesContext(classMode = DirtiesContext.ClassMode.AFTER_EACH_TEST_METHOD)
@MockEndpoints("direct:*")
public class KafkaRouteTest {

    @Autowired
    CamelContext camelContext;

    @Produce
    ProducerTemplate mockKafkaProducer;

    @EndpointInject("mock:direct:updateDatabase")
    MockEndpoint finalSink;

    @Test
    public void testKafkaRoute() throws Exception {

        //Here we swap the FROM component in the KafkaRoute.KAFKA_ROUTE_NAME with a direct component, direct:kafka-from
        AdviceWithRouteBuilder.adviceWith(camelContext, KafkaRoute.KAFKA_ROUTE_NAME, routeBuilder -> {
            routeBuilder.replaceFromWith("direct:kafka-from");
        });

        Map<String, Object> headers = new HashMap<>();
        headers.put(KafkaConstants.TOPIC, "testTopic");

        //Send mock message to the route
        mockKafkaProducer.sendBodyAndHeaders("direct:kafka-from", "test-body", headers);


        //Assertions. You may do additional assertions with the likes of Mockito
        finalSink.expectedBodiesReceived("test-body");
        finalSink.expectedHeaderReceived(KafkaConstants.TOPIC, "testTopic");
        finalSink.assertIsSatisfied();

    }

}

Camel Kafka组件已经unit tested ，在代码库中复制所有这些测试是没有意义的。但是，如果您确实想针对真实的 Kafka 实例进行测试，您可以使用 test containers 。 Here是一个完整的示例，来自 Camel 存储库本身，使用测试容器。