graalvm-quarkus-micronaut-springboot

The goal of this project is to compare some Java Microservices Frameworks like: Quarkus, Micronaut and Spring Boot. For it, we will implement applications using those frameworks, build their JVM and Native Docker images and measure start-up times, memory footprint, etc.

Proof-of-Concepts & Articles

On ivangfr.github.io, I have compiled my Proof-of-Concepts (PoCs) and articles. You can easily search for the technology you are interested in by using the filter. Who knows, perhaps I have already implemented a PoC or written an article about what you are looking for.

Additional Readings

• [Medium] Java Microservice Framework’s Battles: Quarkus vs Micronaut vs Spring Boot
• [Medium] Battle: Quarkus 3.7.2 vs Micronaut 4.3.1 vs Spring Boot 3.2.2

Categories

• simple-api

• jpa-mysql

• kafka

• elasticsearch

Latest Framework Version Used

Prerequisites

• Java 17+
• Docker

Docker Images

The application’s JVM and Native Docker images can be found in this Docker Hub link.

Bash scripts

We've implemented three bash scripts that collect data used in the frameworks comparison.

• collect-jvm-jar-docker-size-times.sh

  It packages jar files and builds docker images of all JVM applications, collecting data like: jar packaging time, jar size, docker build time and docker image size.

• collect-native-jar-docker-size-times.sh

  It packages jar files and builds docker images of all Native applications, collecting data like: jar packaging time, jar size, docker build time and docker image size.

  Note: On Mac and Windows, it's recommended to increase the memory allocated to Docker to at least 8G (and potentially to add more CPUs as well) since native-image compiler is a heavy process. On Linux, Docker uses by default the resources available on the host so no configuration is needed.

• collect-ab-times-memory-usage.sh

  It starts docker container of all applications (JVM and Native), collecting data like: startup time, initial memory usage, time spent to run ab tests for the first time and (after some warm up) for the second time, final memory usage and shutdown time.

AB Tests

                     Application | ab Test                                                                                     |
-------------------------------- + ------------------------------------------------------------------------------------------- |
          quarkus-simple-api-jvm | ab -c 2 -n 6000 'http://localhost:9080/api/greeting?name=Ivan'                              |
        micronaut-simple-api-jvm | ab -c 2 -n 6000 'http://localhost:9082/api/greeting?name=Ivan'                              |
       springboot-simple-api-jvm | ab -c 2 -n 6000 'http://localhost:9084/api/greeting?name=Ivan'                              |
       quarkus-simple-api-native | ab -c 2 -n 6000 'http://localhost:9081/api/greeting?name=Ivan'                              |
     micronaut-simple-api-native | ab -c 2 -n 6000 'http://localhost:9083/api/greeting?name=Ivan'                              |
    springboot-simple-api-native | ab -c 2 -n 6000 'http://localhost:9085/api/greeting?name=Ivan'                              |
................................ + ........................................................................................... |
           quarkus-jpa-mysql-jvm | ab -p test-book.json -T 'application/json' -c 2 -n 4000 http://localhost:9086/api/books     |
         micronaut-jpa-mysql-jvm | ab -p test-book.json -T 'application/json' -c 2 -n 4000 http://localhost:9088/api/books     |
        springboot-jpa-mysql-jvm | ab -p test-book.json -T 'application/json' -c 2 -n 4000 http://localhost:9090/api/books     |
        quarkus-jpa-mysql-native | ab -p test-book.json -T 'application/json' -c 2 -n 4000 http://localhost:9087/api/books     |
      micronaut-jpa-mysql-native | ab -p test-book.json -T 'application/json' -c 2 -n 4000 http://localhost:9089/api/books     |
     springboot-jpa-mysql-native | ab -p test-book.json -T 'application/json' -c 2 -n 4000 http://localhost:9091/api/books     |
................................ + ........................................................................................... |
      quarkus-kafka-producer-jvm | ab -p test-news.json -T 'application/json' -c 2 -n 6000 http://localhost:9100/api/news      |
    micronaut-kafka-producer-jvm | ab -p test-news.json -T 'application/json' -c 2 -n 6000 http://localhost:9102/api/news      |
   springboot-kafka-producer-jvm | ab -p test-news.json -T 'application/json' -c 2 -n 6000 http://localhost:9104/api/news      |
   quarkus-kafka-producer-native | ab -p test-news.json -T 'application/json' -c 2 -n 6000 http://localhost:9101/api/news      |
 micronaut-kafka-producer-native | ab -p test-news.json -T 'application/json' -c 2 -n 6000 http://localhost:9103/api/news      |
springboot-kafka-producer-native | ab -p test-news.json -T 'application/json' -c 2 -n 6000 http://localhost:9105/api/news      |
................................ + ........................................................................................... |
       quarkus-elasticsearch-jvm | ab -p test-movies.json -T 'application/json' -c 2 -n 4000 http://localhost:9112/api/movies  |
     micronaut-elasticsearch-jvm | ab -p test-movies.json -T 'application/json' -c 2 -n 4000 http://localhost:9114/api/movies  |
    springboot-elasticsearch-jvm | ab -p test-movies.json -T 'application/json' -c 2 -n 4000 http://localhost:9116/api/movies  |
    quarkus-elasticsearch-native | ab -p test-movies.json -T 'application/json' -c 2 -n 4000 http://localhost:9113/api/movies  |
  micronaut-elasticsearch-native | ab -p test-movies.json -T 'application/json' -c 2 -n 4000 http://localhost:9115/api/movies  |
 springboot-elasticsearch-native | ab -p test-movies.json -T 'application/json' -c 2 -n 4000 http://localhost:9117/api/movies  |

Monitoring CPU and Memory with cAdvisor

In order to have a better insight about the Docker container's CPU and Memory Usage, we can use cAdvisor.

• In a terminal, run the following command

  docker run -d --rm --name=cadvisor -p 8080:8080 \
    -v /:/rootfs:ro \
    -v /var/run:/var/run:ro \
    -v /sys:/sys:ro \
    -v /var/lib/docker/:/var/lib/docker:ro \
    -v /dev/disk/:/dev/disk:ro \
    -v /var/run/docker.sock:/var/run/docker.sock \
    --privileged \
    --device=/dev/kmsg \
    gcr.io/cadvisor/cadvisor:v0.47.2
  

• In a browser, access

  • http://localhost:8080/docker/ to explore the running containers;
  • http://localhost:8080/docker/container-name to go directly to the info of a specific container.

• To stop it, run

  docker stop cadvisor