Testing features with pytest

Testing feature logic, transformations, and feature pipelines with pytest

TL;DR Operational machine learning requires the offline and online testing of both features and models. In this article, we show you how to design, build, and run test for features.

The source code for the examples in this article are available here on github.

Introduction

In 2020 in our MLOps with a Feature …

features feature-store mlops pytest testing