[bvrmn]

> pip freeze doesn't pin transitive dependencies

AFAIK it lists all installed packages and hence pins all dependencies.

[mwarkentin]

Yes, unfortunately all dependencies are frozen at the same level, so it becomes really hard to distinguish between what your actual dependencies, and sub-dependencies, and sub-sub-dependencies are.

[Too]

Use pip install -c constraints.txt.