flavors

CLI and shared helpers for cooking mlflow/ml-package-versions.yml, the config that drives MLflow's cross-version test matrix.

Commands

bash

# Generate the cross-version test matrix (used by CI).
uv run flavors matrix --help

# Bump maximum versions in ml-package-versions.yml and regenerate
# mlflow/ml_package_versions.py.
uv run flavors update --help

Python API

python

from flavors import load, get_released_versions

config = load("mlflow/ml-package-versions.yml")
for name, flavor in config.items():
    print(name, flavor.package_info.pip_release)