Context

We are seeing the following warnings in the wheel build jobs:

cibuildwheel 3 will require Python 3.11+, please upgrade the Python version used to run cibuildwheel. This does not affect the versions you can target when building wheels. See: https://cibuildwheel.pypa.io/en/stable/#what-does-it-do

https://github.com/mongodb-labs/mongo-arrow/actions/runs/14373079223

Definition of done

Ensure we are running Python 3.11+ in our wheel building jobs.

Pitfalls

None