spring-cloud-alibaba/spring-cloud-alibaba-examples/rocketmq-example/readme.md

# RocketMQ Example

## Project Instruction

This example illustrates how to use RocketMQ Binder implement pub/sub messages for Spring Cloud applications.

[RocketMQ](https://rocketmq.apache.org/) is a distributed messaging and streaming platform with low latency, high performance and reliability, trillion-level capacity and flexible scalability.

Before we start the demo, let's look at Spring Cloud Stream.

Spring Cloud Stream is a framework for building message-driven microservice applications. Spring Cloud Stream builds upon Spring Boot to create standalone, production-grade Spring applications and uses Spring Integration to provide connectivity to message brokers. It provides opinionated configuration of middleware from several vendors, introducing the concepts of persistent publish-subscribe semantics, consumer groups, and partitions.

There are two concepts in Spring Cloud Stream: Binder 和 Binding.

* Binder: A strategy interface used to bind an app interface to a logical name.

Binder Implementations includes `KafkaMessageChannelBinder` of kafka, `RabbitMessageChannelBinder` of RabbitMQ and `RocketMQMessageChannelBinder` of `RocketMQ`.  

* Binding: Including Input Binding and Output Binding.

Binding is Bridge between the external messaging systems and application provided Producers and Consumers of messages.

This is an overview of Spring Cloud Stream.

![](https://docs.spring.io/spring-cloud-stream/docs/current/reference/html/images/SCSt-with-binder.png)

## Preparation

### Download and Startup RocketMQ

You should startup Name Server and Broker before using RocketMQ Binder.

1. Download [RocketMQ](https://archive.apache.org/dist/rocketmq/4.3.2/rocketmq-all-4.3.2-bin-release.zip) and unzip it.

2. Startup Name Server

```bash
sh bin/mqnamesrv
```

3. Startup Broker

```bash
sh bin/mqbroker -n localhost:9876
```

### Declare dependency

Add dependency spring-cloud-starter-stream-rocketmq to the `pom.xml` file in your Spring Cloud project.

```xml
<dependency>
    <groupId>com.alibaba.cloud</groupId>
    <artifactId>spring-cloud-starter-stream-rocketmq</artifactId>
</dependency>
```

## Simple example

### Create topic

```sh
sh bin/mqadmin updateTopic -n localhost:9876 -c DefaultCluster -t test-topic
```

### Integration with RocketMQ Binder

Configure Input and Output Binding and cooperate with `@EnableBinding` annotation

```java
@SpringBootApplication
@EnableBinding({ Source.class, Sink.class })
public class RocketMQApplication {
	public static void main(String[] args) {
		SpringApplication.run(RocketMQApplication.class, args);
	}
}
```

Configure Binding:
```properties
# configure the nameserver of rocketmq
spring.cloud.stream.rocketmq.binder.name-server=127.0.0.1:9876
# configure the output binding named output
spring.cloud.stream.bindings.output.destination=test-topic
spring.cloud.stream.bindings.output.content-type=application/json
# configure the input binding named input
spring.cloud.stream.bindings.input.destination=test-topic
spring.cloud.stream.bindings.input.content-type=application/json
spring.cloud.stream.bindings.input.group=test-group

```

### Start Application

1. Add necessary configurations to file `/src/main/resources/application.properties`.
	
```properties
spring.application.name=rocketmq-example
server.port=28081
```

2. Start the application in IDE or by building a fatjar.

	1. Start in IDE: Find main class  `RocketMQApplication`, and execute the main method.
    2. Build a fatjar: Execute command `mvn clean package` to build a fatjar, and run command `java -jar rocketmq-example.jar` to start the application.


### Message Handle

Using the binding named output and sent messages to `test-topic` topic.

And using two input bindings to subscribe messages.

* input1: subscribe the message of `test-topic` topic and consume ordered messages(all messages should in the same MessageQueue if you want to consume ordered messages).

* input2: subscribe the message of `test-topic` topic and consume concurrent messages which tags are `tagStr`, the thread number in pool is 20 in Consumer side.

see the configuration below:

```properties
spring.cloud.stream.rocketmq.binder.name-server=127.0.0.1:9876

spring.cloud.stream.bindings.output.destination=test-topic
spring.cloud.stream.bindings.output.content-type=application/json

spring.cloud.stream.bindings.input1.destination=test-topic
spring.cloud.stream.bindings.input1.content-type=text/plain
spring.cloud.stream.bindings.input1.group=test-group1
spring.cloud.stream.rocketmq.bindings.input1.consumer.orderly=true

spring.cloud.stream.bindings.input2.destination=test-topic
spring.cloud.stream.bindings.input2.content-type=text/plain
spring.cloud.stream.bindings.input2.group=test-group2
spring.cloud.stream.rocketmq.bindings.input2.consumer.orderly=false
spring.cloud.stream.rocketmq.bindings.input2.consumer.tags=tagStr
spring.cloud.stream.bindings.input2.consumer.concurrency=20

```

#### Pub Messages

Using MessageChannel to send messages:

```java
public class ProducerRunner implements CommandLineRunner {
    @Autowired
    private MessageChannel output;
    @Override
    public void run(String... args) throws Exception {
        Map<String, Object> headers = new HashMap<>();
        headers.put(MessageConst.PROPERTY_TAGS, "tagStr");
        Message message = MessageBuilder.createMessage(msg, new MessageHeaders(headers));
        output.send(message);
    }
}
```

Or you can use the native API of RocketMQ to send messages:

```java
public class RocketMQProducer {
    DefaultMQProducer producer = new DefaultMQProducer("producer_group");
    producer.setNamesrvAddr("127.0.0.1:9876");
    producer.start();
    
    Message msg = new Message("test-topic", "tagStr", "message from rocketmq producer".getBytes());
    producer.send(msg);
}
```

#### Sub Messages

Using `@StreamListener` to receive messages:

```java
@Service
public class ReceiveService {

	@StreamListener("input1")
	public void receiveInput1(String receiveMsg) {
		System.out.println("input1 receive: " + receiveMsg);
	}

	@StreamListener("input2")
	public void receiveInput2(String receiveMsg) {
		System.out.println("input2 receive: " + receiveMsg);
	}

}
```

## Broadcasting exmaple

### Create topic

```sh
sh bin/mqadmin updateTopic -n localhost:9876 -c DefaultCluster -t broadcast
```

### Producer

**application.yml**

```yaml
server:
  port: 28085
spring:
  application:
    name: rocketmq-broadcast-producer-example
  cloud:
    stream:
      rocketmq:
        binder:
          name-server: localhost:9876
        bindings:
          producer-out-0:
            producer:
              group: output_1
      bindings:
        producer-out-0:
          destination: broadcast
logging:
  level:
    org.springframework.context.support: debug
```

**code**

Use `ApplicationRunner` and `StreamBridge` to send messages.

```java
@SpringBootApplication
public class RocketMQBroadcastProducerApplication {
   private static final Logger log = LoggerFactory
         .getLogger(RocketMQBroadcastProducerApplication.class);
   @Autowired
   private StreamBridge streamBridge;
   public static void main(String[] args) {
      SpringApplication.run(RocketMQBroadcastProducerApplication.class, args);
   }

   @Bean
   public ApplicationRunner producer() {
      return args -> {
         for (int i = 0; i < 100; i++) {
            String key = "KEY" + i;
            Map<String, Object> headers = new HashMap<>();
            headers.put(MessageConst.PROPERTY_KEYS, key);
            headers.put(MessageConst.PROPERTY_ORIGIN_MESSAGE_ID, i);
            Message<SimpleMsg> msg = new GenericMessage<SimpleMsg>(new SimpleMsg("Hello RocketMQ " + i), headers);
            streamBridge.send("producer-out-0", msg);
         }
      };
   }
}
```

### Consumer

Startup two consumers.

#### Consumer1

**application.yml**

```yaml
server:
  port: 28084
spring:
  application:
    name: rocketmq-broadcast-consumer1-example
  cloud:
    stream:
      function:
        definition: consumer;
      rocketmq:
        binder:
          name-server: localhost:9876
        bindings:
          consumer-in-0:
            consumer:
              messageModel: BROADCASTING
      bindings:
        consumer-in-0:
          destination: broadcast
          group: broadcast-consumer
logging:
  level:
    org.springframework.context.support: debug
```

**code**

```java
@SpringBootApplication
public class RocketMQBroadcastConsumer1Application {
   private static final Logger log = LoggerFactory
         .getLogger(RocketMQBroadcastConsumer1Application.class);

   public static void main(String[] args) {
      SpringApplication.run(RocketMQBroadcastConsumer1Application.class, args);
   }

   @Bean
   public Consumer<Message<SimpleMsg>> consumer() {
      return msg -> {
         log.info(Thread.currentThread().getName() + " Consumer1 Receive New Messages: " + msg.getPayload().getMsg());
      };
   }
}
```

#### Consumer2

**application.yml**

```yaml
server:
  port: 28083
spring:
  application:
    name: rocketmq-broadcast-consumer2-example
  cloud:
    stream:
      function:
        definition: consumer;
      rocketmq:
        binder:
          name-server: localhost:9876
        bindings:
          consumer-in-0:
            consumer:
              messageModel: BROADCASTING
      bindings:
        consumer-in-0:
          destination: broadcast
          group: broadcast-consumer
logging:
  level:
    org.springframework.context.support: debug
```

**code**

```java
@SpringBootApplication
public class RocketMQBroadcastConsumer2Application {
   private static final Logger log = LoggerFactory
         .getLogger(RocketMQBroadcastConsumer2Application.class);

   public static void main(String[] args) {
      SpringApplication.run(RocketMQBroadcastConsumer2Application.class, args);
   }

   @Bean
   public Consumer<Message<SimpleMsg>> consumer() {
      return msg -> {
         log.info(Thread.currentThread().getName() + " Consumer2 Receive New Messages: " + msg.getPayload().getMsg());
      };
   }
}
```

## Order example

​	RocketMQ provides ordered messages using FIFO order.

​	There are two types of ordered messages.

* Global: For a specified topic, all messages are published and consumed in strict FIFO (First In First Out) order.
* Partition: For a specified topic, all messages are partitioned according to the `Sharding Key`. Messages within the same partition are published and consumed in strict FIFO order. `Sharding Key` is a key field used to distinguish different partitions in sequential messages, and it is a completely different concept from the Key of ordinary messages.

### Create Topic

```sh
sh bin/mqadmin updateTopic -n localhost:9876 -c DefaultCluster -t orderly
```

### Example code

**application.yml**

```yaml
server:
  port: 28082
spring:
  application:
    name: rocketmq-orderly-consume-example
  cloud:
    stream:
      function:
        definition: consumer;
      rocketmq:
        binder:
          name-server: localhost:9876
        bindings:
          producer-out-0:
            producer:
              group: output_1
              # 定义messageSelector
              messageQueueSelector: orderlyMessageQueueSelector
          consumer-in-0:
            consumer:
              # tag: {@code tag1||tag2||tag3 }; sql: {@code 'color'='blue' AND 'price'>100 } .
              subscription: 'TagA || TagC || TagD'
              push:
                orderly: true
      bindings:
        producer-out-0:
          destination: orderly
        consumer-in-0:
          destination: orderly
          group: orderly-consumer

logging:
  level:
    org.springframework.context.support: debug
```

**MessageQueueSelector**

Choose a partition selection algorithm for you, and ensure that the same parameters get the same results.

```java
@Component
public class OrderlyMessageQueueSelector implements MessageQueueSelector {
   private static final Logger log = LoggerFactory
         .getLogger(OrderlyMessageQueueSelector.class);
   @Override
   public MessageQueue select(List<MessageQueue> mqs, Message msg, Object arg) {
      Integer id = (Integer) ((MessageHeaders) arg).get(MessageConst.PROPERTY_ORIGIN_MESSAGE_ID);
      String tag = (String) ((MessageHeaders) arg).get(MessageConst.PROPERTY_TAGS);
      int index = id % RocketMQOrderlyConsumeApplication.tags.length % mqs.size();
      return mqs.get(index);
   }
}
```

**Producer&Consumer**

```java
@SpringBootApplication
public class RocketMQOrderlyConsumeApplication {
   private static final Logger log = LoggerFactory
         .getLogger(RocketMQOrderlyConsumeApplication.class);

   @Autowired
   private StreamBridge streamBridge;

   /***
    * tag array.
    */
   public static final String[] tags = new String[] {"TagA", "TagB", "TagC", "TagD", "TagE"};

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

   @Bean
   public ApplicationRunner producer() {
      return args -> {
         for (int i = 0; i < 100; i++) {
            String key = "KEY" + i;
            Map<String, Object> headers = new HashMap<>();
            headers.put(MessageConst.PROPERTY_KEYS, key);
            headers.put(MessageConst.PROPERTY_TAGS, tags[i % tags.length]);
            headers.put(MessageConst.PROPERTY_ORIGIN_MESSAGE_ID, i);
            Message<SimpleMsg> msg = new GenericMessage(new SimpleMsg("Hello RocketMQ " + i), headers);
            streamBridge.send("producer-out-0", msg);
         }
      };
   }

   @Bean
   public Consumer<Message<SimpleMsg>> consumer() {
      return msg -> {
         String tagHeaderKey = RocketMQMessageConverterSupport.toRocketHeaderKey(
               MessageConst.PROPERTY_TAGS).toString();
         log.info(Thread.currentThread().getName() + " Receive New Messages: " + msg.getPayload().getMsg() + " TAG:" +
               msg.getHeaders().get(tagHeaderKey).toString());
         try {
            Thread.sleep(100);
         }
         catch (InterruptedException ignored) {
         }
      };
   }

}
```

## Schedule example

Scheduled messages differ from normal messages in that they won’t be delivered until a provided time later.

### Create topic

```sh
sh bin/mqadmin updateTopic -n localhost:9876 -c DefaultCluster -t delay
```

### Example code

**application.yml**

```yaml
server:
  port: 28086
spring:
  application:
    name: rocketmq-delay-consume-example
  cloud:
    stream:
      function:
        definition: consumer;
      rocketmq:
        binder:
          name-server: localhost:9876
        bindings:
          producer-out-0:
            producer:
              group: output_1
      bindings:
        producer-out-0:
          destination: delay
        consumer-in-0:
          destination: delay
          group: delay-group
logging:
  level:
    org.springframework.context.support: debug
```

**code**

```java
@SpringBootApplication
public class RocketMQDelayConsumeApplication {
   private static final Logger log = LoggerFactory
         .getLogger(RocketMQDelayConsumeApplication.class);
   @Autowired
   private StreamBridge streamBridge;

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

   @Bean
   public ApplicationRunner producerDelay() {
      return args -> {
         for (int i = 0; i < 100; i++) {
            String key = "KEY" + i;
            Map<String, Object> headers = new HashMap<>();
            headers.put(MessageConst.PROPERTY_KEYS, key);
            headers.put(MessageConst.PROPERTY_ORIGIN_MESSAGE_ID, i);
   			// Set the delay level 1~10
			 headers.put(MessageConst.PROPERTY_DELAY_TIME_LEVEL, 2);
            Message<SimpleMsg> msg = new GenericMessage(new SimpleMsg("Delay RocketMQ " + i), headers);
            streamBridge.send("producer-out-0", msg);
         }
      };
   }

   @Bean
   public Consumer<Message<SimpleMsg>> consumer() {
      return msg -> {
         log.info(Thread.currentThread().getName() + " Consumer Receive New Messages: " + msg.getPayload().getMsg());
      };
   }
}
```

## Filter example

### Create topic

```sh
sh bin/mqadmin updateTopic -n localhost:9876 -c DefaultCluster -t sql
```

### Example code

**application.yml**

RocketMQ stream binder supports filter by tag or sql, just setting `spring.cloud.stream.rocketmq.bindings.<channelName>.consumer.subscription`.

Tag example: `tag:red || blue`

Sql example: `sql:(color in ('red1', 'red2', 'red4') and price>3)`

More: [Filter](https://rocketmq.apache.org/docs/filter-by-sql92-example/)

```yaml
server:
  port: 28087
spring:
  application:
    name: rocketmq-sql-consume-example
  cloud:
    stream:
      function:
        definition: consumer;
      rocketmq:
        binder:
          name-server: localhost:9876
        bindings:
          producer-out-0:
            producer:
              group: output_1
          consumer-in-0:
            consumer:
              # tag: {@code tag1||tag2||tag3 }; sql: {@code 'color'='blue' AND 'price'>100 } .
              subscription: sql:(color in ('red1', 'red2', 'red4') and price>3)
      bindings:
        producer-out-0:
          destination: sql
        consumer-in-0:
          destination: sql
          group: sql-group
logging:
  level:
    org.springframework.context.support: debug
```

**code**

```java
@SpringBootApplication
public class RocketMQSqlConsumeApplication {
   private static final Logger log = LoggerFactory
         .getLogger(RocketMQSqlConsumeApplication.class);
   @Autowired
   private StreamBridge streamBridge;
   public static void main(String[] args) {
      SpringApplication.run(RocketMQSqlConsumeApplication.class, args);
   }

   /**
    * color array.
    */
   public static final String[] color = new String[] {"red1", "red2", "red3", "red4", "red5"};

   /**
    * price array.
    */
   public static final Integer[] price = new Integer[] {1, 2, 3, 4, 5};

   @Bean
   public ApplicationRunner producer() {
      return args -> {
         for (int i = 0; i < 100; i++) {
            String key = "KEY" + i;
            Map<String, Object> headers = new HashMap<>();
            headers.put(MessageConst.PROPERTY_KEYS, key);
            headers.put("color", color[i % color.length]);
            headers.put("price", price[i % price.length]);
            headers.put(MessageConst.PROPERTY_ORIGIN_MESSAGE_ID, i);
            Message<SimpleMsg> msg = new GenericMessage(new SimpleMsg("Hello RocketMQ " + i), headers);
            streamBridge.send("producer-out-0", msg);
         }
      };
   }

   @Bean
   public Consumer<Message<SimpleMsg>> consumer() {
      return msg -> {
         String colorHeaderKey = "color";
         String priceHeaderKey = "price";
         log.info(Thread.currentThread().getName() + " Receive New Messages: " + msg.getPayload().getMsg() + " COLOR:" +
               msg.getHeaders().get(colorHeaderKey).toString() + " " +
               "PRICE: " + msg.getHeaders().get(priceHeaderKey).toString());
      };
   }
}
```

## Transaction example

### What is transactional message?

Refer to [Transaction Example](https://rocketmq.apache.org/docs/transaction-example/).

> It can be thought of as a two-phase commit message implementation to ensure eventual consistency in distributed system. Transactional message ensures that the execution of local transaction and the sending of message can be performed atomically.

### Application

Refer to https://rocketmq.apache.org/

> 1、 Transactional status
>
> There are three states for transactional message:
> (1) TransactionStatus.CommitTransaction: commit transaction，it means that allow consumers to consume this message.
> (2) TransactionStatus.RollbackTransaction: rollback transaction，it means that the message will be deleted and not allowed to consume.
> (3) TransactionStatus.Unknown: intermediate state，it means that MQ is needed to check back to determine the status.

### Create topic

```sh
sh bin/mqadmin updateTopic -n localhost:9876 -c DefaultCluster -t tx
```

### Example code

**application.yml**

```yaml
server:
  port: 28088
spring:
  application:
    name: rocketmq-tx-example
  cloud:
    stream:
      function:
        definition: consumer;
      rocketmq:
        binder:
          name-server: localhost:9876
        bindings:
          producer-out-0:
            producer:
              group: output_1
              transactionListener: myTransactionListener
              producerType: Trans
      bindings:
        producer-out-0:
          destination: tx
        consumer-in-0:
          destination: tx
          group: tx-group
logging:
  level:
    org.springframework.context.support: debug
```

**TransactionListenerImpl**

To execute local transaction.

```java
@Component("myTransactionListener")
public class TransactionListenerImpl implements TransactionListener {

	@Override
	public LocalTransactionState executeLocalTransaction(Message msg, Object arg) {
		Object num = msg.getProperty("test");

		if ("1".equals(num)) {
			System.out.println("executer: " + new String(msg.getBody()) + " unknown");
			return LocalTransactionState.UNKNOW;
		}
		else if ("2".equals(num)) {
			System.out.println("executer: " + new String(msg.getBody()) + " rollback");
			return LocalTransactionState.ROLLBACK_MESSAGE;
		}
		System.out.println("executer: " + new String(msg.getBody()) + " commit");
		return LocalTransactionState.COMMIT_MESSAGE;
	}

	@Override
	public LocalTransactionState checkLocalTransaction(MessageExt msg) {
		System.out.println("check: " + new String(msg.getBody()));
		return LocalTransactionState.COMMIT_MESSAGE;
	}

}
```

**producer and consumer**

```java
@SpringBootApplication
public class RocketMQTxApplication {
	private static final Logger log = LoggerFactory
			.getLogger(RocketMQTxApplication.class);
	@Autowired
	private StreamBridge streamBridge;
	public static void main(String[] args) {
		SpringApplication.run(RocketMQTxApplication.class, args);
	}


	@Bean
	public ApplicationRunner producer() {
		return args -> {
			for (int i = 1; i <= 4; i++) {
				MessageBuilder builder = MessageBuilder.withPayload(new SimpleMsg("Hello Tx msg " + i));
				builder.setHeader("test", String.valueOf(i))
						.setHeader(MessageHeaders.CONTENT_TYPE, MimeTypeUtils.APPLICATION_JSON);
				builder.setHeader(RocketMQConst.USER_TRANSACTIONAL_ARGS, "binder");
				Message<SimpleMsg> msg = builder.build();
				streamBridge.send("producer-out-0", msg);
				System.out.println("send Msg:" + msg.toString());
			}
		};
	}

	@Bean
	public Consumer<Message<SimpleMsg>> consumer() {
		return msg -> {
			Object arg = msg.getHeaders();
			log.info(Thread.currentThread().getName() + " Receive New Messages: " + msg.getPayload().getMsg() + " ARG:"
				+ arg.toString());
		};
	}
}
```

## Maximum Retry Consumption Example

- Retry consumption message: According to the configured number of re-consumption, the server will re-push the message according to whether the client's consumption is successful or not.

### Create topic

```sh
sh bin/mqadmin updateTopic -n localhost:9876 -c DefaultCluster -t retrieable
```

### Example code

**application.yml**

```yaml
server:
  port: 28089
spring:
  application:
    name: rocketmq-retrieable-consume-example
  cloud:
    stream:
      function:
        definition: consumer;
      rocketmq:
        binder:
          name-server: localhost:9876
        bindings:
          producer-out-0:
            producer:
              group: output_1
          consumer-in-0:
            consumer:
              ## According to the configured number of `max-reconsume-times`,
              ## the server will re-push the message according to whether the client's consumption is successful or not
              push:
                max-reconsume-times: 3
      bindings:
        producer-out-0:
          destination: retrieable
        consumer-in-0:
          destination: retrieable
          group: retrieable-consumer

logging:
  level:
    org.springframework.context.support: debug

```

**code**

```java
@SpringBootApplication
public class RocketMQRetrieableConsumeApplication {

    private static final Logger log = LoggerFactory
        .getLogger(RocketMQRetrieableConsumeApplication.class);

    @Autowired
    private StreamBridge streamBridge;

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

    @Bean
    public ApplicationRunner producer() {
        return args -> {
            Map<String, Object> headers = new HashMap<>();
            Message<SimpleMsg> msg = new GenericMessage(
                new SimpleMsg("Hello RocketMQ For Retrieable ."), headers);
            streamBridge.send("producer-out-0", msg);
        };
    }

    @Bean
    public Consumer<Message<SimpleMsg>> consumer() {
        return msg -> {
            // Mock Exception in consumer function.
            throw new RuntimeException("mock exception.");
        };
    }
}
```

## Endpoint

Add dependency `spring-cloud-starter-stream-rocketmq` to your pom.xml file, and configure your endpoint security strategy.

* Spring Boot1.x: Add configuration `management.security.enabled=false`    
* Spring Boot2.x: Add configuration `management.endpoints.web.exposure.include=*`

To view the endpoint information, visit the following URLS:
* Spring Boot1.x: Sentinel Endpoint URL is http://127.0.0.1:18083/rocketmq_binder.
* Spring Boot2.x: Sentinel Endpoint URL is http://127.0.0.1:18083/actuator/rocketmq-binder.

Endpoint will metrics some data like last send timestamp, sending or receive message successfully times or unsuccessfully times. 

```json
{
	"runtime": {
		"lastSend.timestamp": 1542786623915
	},
	"metrics": {
		"scs-rocketmq.consumer.test-topic.totalConsumed": {
			"count": 11
		},
		"scs-rocketmq.consumer.test-topic.totalConsumedFailures": {
			"count": 0
		},
		"scs-rocketmq.producer.test-topic.totalSentFailures": {
			"count": 0
		},
		"scs-rocketmq.consumer.test-topic.consumedPerSecond": {
			"count": 11,
			"fifteenMinuteRate": 0.012163847780107841,
			"fiveMinuteRate": 0.03614605351360527,
			"meanRate": 0.3493213353657594,
			"oneMinuteRate": 0.17099243039490175
		},
		"scs-rocketmq.producer.test-topic.totalSent": {
			"count": 5
		},
		"scs-rocketmq.producer.test-topic.sentPerSecond": {
			"count": 5,
			"fifteenMinuteRate": 0.005540151995103271,
			"fiveMinuteRate": 0.01652854617838251,
			"meanRate": 0.10697493212602836,
			"oneMinuteRate": 0.07995558537067671
		},
		"scs-rocketmq.producer.test-topic.sentFailuresPerSecond": {
			"count": 0,
			"fifteenMinuteRate": 0.0,
			"fiveMinuteRate": 0.0,
			"meanRate": 0.0,
			"oneMinuteRate": 0.0
		},
		"scs-rocketmq.consumer.test-topic.consumedFailuresPerSecond": {
			"count": 0,
			"fifteenMinuteRate": 0.0,
			"fiveMinuteRate": 0.0,
			"meanRate": 0.0,
			"oneMinuteRate": 0.0
		}
	}
}
```

Note: You should add [metrics-core dependency](https://mvnrepository.com/artifact/io.dropwizard.metrics/metrics-core) if you want to see metrics data. endpoint will show warning information if you don't add that dependency:

```json
{
    "warning": "please add metrics-core dependency, we use it for metrics"
}
```

## More

For more information about RocketMQ, see [RocketMQ Project](https://rocketmq.apache.org).

If you have any ideas or suggestions for Spring Cloud RocketMQ Binder, please don't hesitate to tell us by submitting GitHub issues.