Previous issue for Python 3.7: #34788

We dropped Python 3.7 support in pyarrow 13.0 (August 2023). If we follow the same pattern, we should be able to drop 3.8 support for pyarrow 18, since by the time of that release it should have reached end of life (2024-10, https://devguide.python.org/versions)