LOAD TESTING your Machine Learning Application with LOCUST | Full Tutorial
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!
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🤖 Code 👉 https://github.com/neural-maze/neural...
🤖 Locust 👉 https://locust.io/
🤖 FastAPI 👉 https://fastapi.tiangolo.com/
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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
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