LOAD TESTING your Machine Learning Application with LOCUST | Full Tutorial

Video Description

In this video, I'll show you how to run load tests on your Machine Learning Applications. In simple terms, load testing is a way to see how well a website, app or system performs when lots of people use it at the same time. Using Locust, a powerful and developer-friendly load testing tool, I’ll walk you through setting up and running tests on a FastAPI application for sentiment analysis. Let's begin! –––––––––––––––––––––––––––––– 🤖 Code 👉 https://github.com/neural-maze/neural-hub/tree/master/locust-guide 🤖 Locust 👉 https://locust.io/ 🤖 FastAPI 👉 https://fastapi.tiangolo.com/ –––––––––––––––––––––––––––––– If you like this content, you can also follow me here: 💼 LinkedIn - https://www.linkedin.com/in/migueloteropedrido/ 💻 GitHub - https://github.com/MichaelisTrofficus 🐦 Twitter - https://x.com/MTrofficus –––––––––––––––––––––––––––––– 0:00 Introduction 0:48 Why Load Testing? 2:43 The Repo 3:33 Set up the Project 3:44 Installing requirements 4:53 The FastAPI application 8:00 Starting the app in Docker 9:44 Understanding the locustfile 12:32 Running locust 14:25 Exploring the charts 16:19 Conclusion –––––––––––––––––––––––––––––– / mehulchoudhary Creative Commons — Attribution 3.0 Unported — CC BY 3.0 Free Download / Stream: https://bit.ly/3wVnIXs Music promoted by Audio Library https://bit.ly/3TDW3TT –––––––––––––––––––––––––––––– –––––––––––––––––––––––––––––– Carefree by Kevin MacLeod http://incompetech.com Creative Commons — Attribution 4.0 International — CC BY 4.0 Free Download / Stream: https://bit.ly/_carefree Music promoted by Audio Library • Carefree – Kevin MacLeod (No Copyrigh... –––––––––––––––––––––––––––––– Music ⓒ - Kevin MacLeod –––––––––––––––––––––––––––––– Track: Morocco — Amine Maxwell [Audio Library Release] Music provided by Audio Library Plus Watch: • Morocco — Amine Maxwell | Free Backgr... Free Download / Stream: https://alplus.io/morocco ––––––––––––––––––––––––––––––