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Optimizing Performance Testing with Docker: K6, InfluxDB, and Grafana Integration
Published at
10/25/2023
Categories
performance
k6
docker
Author
lengochoangminh
Author
15 person written this
lengochoangminh
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In today's fast-paced software development landscape, performance testing is essential to ensure the reliability and scalability of applications. Docker has emerged as a valuable tool for simplifying the setup and management of performance testing environments. In this article, we'll explore how to leverage Docker to create a powerful performance-testing stack by integrating K6, InfluxDB, and Grafana.
Unpacking K6 👩💻
- An open-source load testing tool that makes performance testing easy and productive for engineering teams. It's free, developer-centric, and extensible.
- Ability to write performance tests as code.
- Ability to run in hybrid mode to check for both Frontend & Back end performance test
Key features of K6 🤔
- Load testing
- Browser testing. Through the k6 browser, you can run browser-based performance testing and catch issues related to browsers only which can be skipped entirely from the protocol level.
- Chaos and resilience testing. You can use k6 to simulate traffic as part of your chaos experiments, trigger them from your k6 tests, or inject different types of faults in Kubernetes with xk6-disruptor.
- Performance and synthetic monitoring
A Hands-On Approach 🚀
- We set up the infrastructure to run the performance test with Grafana K6. Then, we send the test results to InfluxDB and visualize them to the Grafana Dashboard as a Time Series Analysis report.
Prerequisites:
- Make sure that Docker Desktop is installed on your machine.
Steps
- Clone the Repository:
https://github.com/lengochoangminh/hands-on/tree/main/k6
- Navigate to the folder K6
- Then launch the infrastructure:
docker-compose up -d influxdb grafana
- and execute the test script:
docker-compose run k6 run /src/test_scripts/dummy-json/GetSingleProduct.js --insecure-skip-tls-verify
- Finally, let's open your web browser and navigate to Grafana Dashboard to monitor live test results in Grafana Dashboard at http://localhost:3000/d/k6/k6-load-testing-results
k6 Article's
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Performance testing of OpenAI-compatible APIs (K6+Grafana)
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A Guide to Scalable and Heavy Load Testing with k6 + Testkube
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When k6 eats up your RAM: Slashing memory usage in load tests
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Grafana K6 cheat sheet: everything a performance engineer should know
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How to send more requests with variable payload size in K6?
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How to integrate k6 with Xray/Jira
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Mastering Performance Testing with K6: A Guide for QA Testers
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Improved k6 Load Test Script with Custom Metrics, Tags, and Labels
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Como Realizar Testes de Carga com k6
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Visualização de métricas k6 em tempo real com Prometheus remote write
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Criando um modulo xk6 para k6
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Load Testing a Non-API Laravel Web Application with Sanctum Session-Based Authentication Using K6
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Load and stress testing with k6
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Enviando notificações com xk6 notification ✉
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Gerando dados com K6 utilizando xk6-faker
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Gerando dashboard ao resultado de saida com K6🖼
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Adicionando percentil ao resultado de saída do K6📊
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Performance testing Strimzi Kafka in the k8s cluster using xk6-kafka
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Entendendo as métricas do K6 - Parte 3
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Node.js Observability Tool: Enhance Visibility Without Performance Impact
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Optimizing Performance Testing with Docker: K6, InfluxDB, and Grafana Integration
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K6 Development: Beyond The Basic Setup
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Load Testing Serverless Application using k6
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Load Testing using K6 in AWS and Terraform
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Utilizando módulos do xk6 com k6
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Abortando testes com falhas no K6
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Utilizando AWS Secret Manager com K6🔐
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