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Unit Testing Tutorial - 4 | THE RIGHT WAY to Use Pytest for Webservice Testing. In this python unit testing tutorial I show you the right way to use pytest for testing a flask webservice. To make unit testing more easy is to first separate the concerns. This way we can use pytest to unit test the business logic of this flask webservice. Pytest has functionality for unit testing exception handling, which I will demonstrate in this unit testing tutorial. Also Pytest plays very well with the unittest module from the python std library and I will show you how to get rid of external dependencies with this combination. 00:00 Intro 03:53 Refactoring webservice 09:16 Testing exceptions in pytest 14:28 Testing logic 19:25 Getting rid of external dependencies 30:46 Outro Unit Testing Tutorial - 1 | Why you should use Unit Testing • Unit Testing Tutorial - 1 | Why you should... Unit Testing Tutorial - 2 | Unit Testing in Data Science and Data Engineering • Unit Testing Tutorial - 2 | Unit Testing i... Unit Testing Tutorial - 3 | Setup Pytest And Write Unit Tests • Unit Testing Tutorial - 3 | Setup Pytest A... All social media_______________________ Facebook: / johannesfrey86 Twitter: / johannesfrey86 Instagram: / johannesfrey86 LinkedIn: / johannesf. . About the channel_____________________ Awesome Data science without much math and everything you need to know to deploy your machine learning models! -- All videos will be easy to follow and I'll try to reduce the complicated mathematical stuff to a minimum because I believe that you don't need to know how a CPU works to be able to operate a PC... GitHub: https://github.com/coding-maniacs Equipment ___________________________ Laptop: https://geni.us/4UKVn9 Keyboard: https://geni.us/tSMLRPR Mouse: https://geni.us/KDny2nT Display: https://geni.us/7Jg2 Headphones: https://geni.us/VhTZ Camera 1: https://geni.us/KX5cxkA Lens Camera 1: https://geni.us/GmphhE Camera 2: https://geni.us/tBEgUTr Lens Camera 2: https://geni.us/w651W Audio-Recorder: https://geni.us/ottXh Microphone: https://geni.us/6ax7aP Light: https://geni.us/8c6SNBx Softbox: https://geni.us/vhIHo4 Accent Lights: https://geni.us/ThqF1 #unittesting #pytest #unittestsolution #softwaretesting #datascience #machinelearning #DataEngineering #datascience #DataScience #DataEngineer