whylabs / whylogs

An open-source data logging library for machine learning models and data pipelines. 📚 Provides visibility into data quality & model performance over time. 🛡️ Supports privacy-preserving data collection, ensuring safety & robustness. 📈

Home Page:https://whylogs.readthedocs.io/

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uncompounded profiles break viz

jamie256 opened this issue · comments

Description

we uncompound metrics so that they map to feature charts in WhyLabs, but if you download that profile again, its hard to compare these profiles to local profiles in the case of images.

Also if you view the to_pandas() of an uncompounded profile, its very confusing because the table would then look sparse.

Suggestions

  • Be able to detect uncompounded state and do that as needed in notebook profile viz
  • make to_pandas() show something reasonable on uncompounded profiles

This issue is stale. Remove stale label or it will be closed next week.