Locust automated api_load_test_framework_development
0 likes8 views
The document discusses a proposed framework for automated API testing using Python, highlighting functionalities, problem-solving examples, and introducing a new load testing tool called Locust. Locust is described as an easy-to-use, open-source tool that can simulate thousands of users with its event-based model, providing various benefits over traditional tools like JMeter. The document outlines the future goals of expanding the testing framework to support multiple APIs and input types.
Locust automated api_load_test_framework_development
- 1. API Test Load Test A New Tool : Locust Proposed Framework
- 2. Agenda: 1. API functionality test by Python scripting 2. Load test and Introducing new tool for load test in python 3. Showing at a time load and Continuous load generate 4. Find out reports, monitoring and analyzing server stability easily
- 3. API functionality test by Python scripting Tasks, Problem solving and example: 1. Face API 2. Face API Automated functionality test 3. Data import from CSV file which comes from Media server 4. Downloading images as file data, from Media server and Converting as local path by python script 5. New API test with Downloaded local data 6. Record response status code, response time, record status/message from API
- 4. API LOAD Test: Load Test by python: Face API test with Image file data by sending generated image url (which files we downloaded and generated local path)
- 5. Introducing new tool for load test in python What is locust (API/Any Web) Why locust? What is the benefit of locust! Lets see a-------- >> Demo Benefit for long run
- 6. What is locust (API/Any Web) Locust is an easy-to-use, distributed user load testing tool. It is intended for load-testing web sites or API (or other systems) and figuring out how many concurrent users a system can handle.
- 7. Why Locust?! What is the benefit of locust! Why do we need to look into this new tool when there are lots of well- established tools available in the market for decades like JMeter, LoadRunner, ApacheBench, Gatling, Tsung, etc… Here is why we should give a try for this new tool, * Allows a user to write code in plain python. * Supports distributed user. * Supports default HTML + JS based reporting. * Open source. * Locust is completely event-based, and therefore it’s possible to support thousands of concurrent users on a single machine. In contrast to many other event-based apps, it doesn’t use callbacks. Instead, it uses light-weight processes, through event.
- 8. COMPARISON OF LOCUST WITH JMETER: When we talk about performance testing, the tool which comes into everyone’s mind is JMeter, including myself. But when we dive deep here are the drawbacks it has: * Point-and-click interface, a graphical interface to point, Independence of scope implementation, Easy to code, Easy to see and compare report, Easy to download report, and execute the click events. Easy to learn - locust * JMeter is thread bounded, internally it means each user we stimulate needs a separate thread, benchmarking thousands of user in a single machine is not feasible.
- 10. Featured snippet from the web That's why Locust has a great benefit over JMeter, As you can use built-in monitoring even if you need to simulate a lot of users. On the other hand, default monitoring doesn't provide very detailed information that you can get from open source 3rd party tools
- 12. Charts: Total requests per second, Responses Time(ms) and Number of Users
- 13. Failures:
- 14. Exceptions:
- 15. Download Data:
- 16. Load test for ALL TYPES OF API WITH WE ONLY CREATE DATA FILE For each api a json file (all request) AND RUN IT.
- 17. Solved manual Load test by a Automated Load Test IDEA: Introducing A developing Framework for Automated Load API Test by Locust
- 18. Lets See a Demo …
- 19. API Json parse Data file:
- 20. Future goal: All Methods All types of URL All Types of input payload (URL param, Body, images etc) Support or SureAPI, Core Api, Android GateWay etc Run TEST from one or multiple server simultaneously More…
- 21. Thank you