{"library":"whylogs","type":"library","category":null,"description":"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.","language":"python","status":"active","version":"1.6.4","tags":["MLOps","data quality","data drift","ML monitoring","data profiling","AI telemetry"],"last_verified":"Mon May 25","install":[{"cmd":"pip install whylogs","imports":["from whylogs import get_or_create_session","import whylogs as why","from whylogs.viz import ProfileVisualizer","from whylogs.viz import profile_viewer"]},{"cmd":"pip install \"whylogs[viz]\"","imports":[]},{"cmd":"pip install \"whylogs[spark]\"","imports":[]}],"homepage":"https://docs.whylabs.ai","github":null,"docs":null,"changelog":null,"pypi":"https://pypi.org/project/whylogs/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":57,"avg_install_s":14.6,"avg_import_s":null,"wheel_type":"sdist"},"url":"https://checklist.day/v1/registry/whylogs/compatibility"}}