v2.20.1
📦 mlflowView on GitHub →
✨ 3 features🐛 3 fixes🔧 6 symbols
Summary
MLflow 2.20.1 is a patch release that adds Spark_udf support for model signatures, helper connectors for ChatAgent with LangChain/LangGraph, and default RUC/Lift curves for CatBoost classifiers, while fixing several bugs including Pydantic 1.x compatibility and LiteLLM tracing issues.
✨ New Features
- Add Spark_udf support for model signatures based on type hints (PR #14265).
- Introduce helper connectors to use ChatAgent with LangChain and LangGraph (PR #14215).
- Update classifier evaluator to draw RUC/Lift curves for CatBoost models by default (PR #14333).
🐛 Bug Fixes
- Fix incompatibility with Pydantic 1.x (PR #14332).
- Apply temporary fix for LiteLLM tracing to work around issue https://github.com/BerriAI/litellm/issues/8013 (PR #14340).
- Fix false alert from type hint based model signature for ChatModel (PR #14343).