Spring Cloud Sleuth + RabbitMQ + Zipkin + ElasticSearch

As more and more microservices are deployed in the system, service dependencies are getting more complicated. Use this tutorial as a guide for you.

Ken Jianning Liao

Updated Aug. 30, 21 · Tutorial

Likes (8)

Comment

Save

15.2K Views

Add Sleuth, RabbitMQ, and Zipkin in Spring Cloud Project

This article assumes that you know how to set up a spring cloud or spring boot project; also, the RabbitMQ and ElasticSearch servers are ready.

Add the dependencies in maven pom.xml:

    XML
   
 

   <dependency>
  <groupId>org.springframework.cloud</groupId>
  <artifactId>spring-cloud-starter-sleuth</artifactId>
</dependency>
<dependency>
	<groupId>org.springframework.boot</groupId>
	<artifactId>spring-boot-starter-amqp</artifactId>
</dependency>
<!--
<dependency>
    <groupId>org.springframework.cloud</groupId>
    <artifactId>spring-cloud-starter-zipkin</artifactId>
</dependency>
-->
<!--Spring Sleuth3.0 removed spring-cloud-starter-zipkin:
https://docs.spring.io/spring-cloud-sleuth/docs/3.0.0-M3/reference/html/#sleuth-with-zipkin-via-http 
Use the following dependency instead
-->
<dependency>
    <groupId>org.springframework.cloud</groupId>
    <artifactId>spring-cloud-sleuth-zipkin</artifactId>
</dependency>
  

Set up the RabbitMQ properties in Spring Cloud: Common Application Properties:

    Properties files
   
xxxxxxxxxx

spring.rabbitmq.addresses={rabbitmq_host}:5672
spring.rabbitmq.virtual-host: app_vhost
spring.rabbitmq.username=username
spring.rabbitmq.password=password
...

Set up the Zipkin properties: Spring Cloud Sleuth Common Application Properties, set the property "spring.Zipkin.sender.type=rabbit." Sleuth can send messages to Zipkin via HTTP, RabbitMQ

Kafka: Sleuth with Zipkin:

    Properties files
   
xxxxxxxxxx

spring.zipkin.sender.type=rabbit
spring.zipkin.rabbitmq.queue=zipkin
....

Rebuild and restart the service; a RabbitMQ queue "Zipkin" will be created.

Setup Zipkin, Zipkin-dependencies Services With Docker Image

Docker Compose file includes Zipkin and Zipkin-dependencies services; Zipkin_RabbitMQCollector.

”Zipkin-dependencies” is a process service that combines Zipkin indices: “Zipkin-span-xxx” into “Zipkin-dependency-xx”; in the following sample docker-compose.xml, it is set to run every hour:

    XML
   
 

     
    

      

     

      

     

     

    
xxxxxxxxxx

          

         

          

         

            
          
version: '3.7'
services:
  zipkin:
    image: openzipkin/zipkin
    deploy:
      replicas: 1
      update_config:
        parallelism: 1
        delay: 1m30s
        failure_action: rollback
      rollback_config:
        parallelism: 1
        delay: 1m30s
      restart_policy:
        condition: on-failure
        delay: 5s
        max_attempts: 3
      resources:
        limits:
          memory: 500M
        reservations:
          memory: 100M
    ports:
      - 9411:9411
    environment:
      RABBIT_CONCURRENCY: 1
      RABBIT_CONCURRENCY: 1
      RABBIT_CONNECTION_TIMEOUT: 60000
      RABBIT_QUEUE: zipkin
      RABBIT_ADDRESSES: {rabbitmq_host}:5672
      RABBIT_PASSWORD: password
      RABBIT_USER: user
      RABBIT_VIRTUAL_HOST: app_vhost
      RABBIT_USE_SSL: "false"
      STORAGE_TYPE: elasticsearch
      ES_HOSTS: http://{elasticsearch_host}:9200
      
    healthcheck:
      test: wget --no-verbose --tries=1 --spider http://localhost:9411/health  || exit 1
      interval: 10s
      start_period: 15s
      retries: 3
  zipkin-dependencies:
    image: openzipkin/zipkin-dependencies
    deploy:
      replicas: 1
      restart_policy:
        delay: 1h
      resources:
        limits:
          memory: 550M
        reservations:
          memory: 100M
    environment:
      STORAGE_TYPE: elasticsearch
      ES_HOSTS: http://{elasticsearch_host}:9200

      

     

It fetches the Sleuth messages from RabbitMQ and stores the data in ElasticSearch. Check the ES indices.

Deploy the services in Docker Host, and access it with this URL.

Trace logs:

Service Dependencies:

Setting Up Zipkin Data Clean up Policy in ElasticSearch

To archive, the old data, set up the ElasticSearch index policy to remove the data created 180 days before.

Create the Index Lifecycle “Zipkin-cleanup_policy”:

    Shell
   
xxxxxxxxxx

curl -X PUT "http://$ES_HOST:9200/_ilm/policy/zipkin-cleanup_policy?pretty" \
     -H 'Content-Type: application/json' \
     -d '{
      "policy": {
        "phases": {
          "hot": {
            "actions": {}
          },
          "delete": {
            "min_age": "180d",
            "actions": { "delete": {} }
          }
        }
      }
    }'

Create the Index template with the “Zipkin-cleanup_policy.”

    Shell
   
xxxxxxxxxx

curl -X PUT "http://$ES_HOST:9200/_template/zipkinidx_template" \
        -H 'Content-Type: application/json' \
        -d ' {
       "index_patterns": ["zipkin*"],
       "settings": {"number_of_shards": 1, "number_of_replicas": 1,
                            "index.lifecycle.name": "zipkin-cleanup_policy"
                          }
    }'

Apply the “Zipkin-cleanup_policy” to existing indices:

    Shell
   
xxxxxxxxxx

curl -X PUT "http://$ES_HOST:9200/zipkin*/_settings?pretty" \
        -H 'Content-Type: application/json' \
        -d '{ "lifecycle.name": "zipkin-cleanup_policy" }'

Check out more details on this page: Spring Cloud Sleuth.

Spring Cloud Spring Framework Elasticsearch

Opinions expressed by DZone contributors are their own.

Related

Trending