whylogs

whylogs is an open-source Python library for logging, profiling, and monitoring ML data pipelines end-to-end. It generates lightweight, mergeable statistical summaries (profiles) of datasets, enabling data quality validation, drift detection, and exploratory data analysis. It integrates with the WhyLabs Platform for observability and alerting, but the core library is open source. The library is actively maintained with frequent patch releases.