Advanced pytest Features
Explore advanced pytest features that enhance testing for machine learning systems. Understand how to check for exceptions, use xfail marks to manage expected failures, and capture logs for validation to improve test robustness and reliability.
We'll cover the following...
We'll cover the following...
Overview
The pytest library is powerful, and we won’t be able to describe all its features here. However, we can still dive into a few to show them as some bait.
Check for exceptions
A common pattern is checking for exceptions—that’s one of the ways to check not only the optimistic scenario (positive tests) but also expected failures. The pytest library makes it smooth using the ...