Astral's UV tool makes it fast and easy to set up Python environments and projects. It also gives you another superpower. You ...

The same code with DataFrame.apply is >4x slower when the data is in Arrow dtypes versus Numpy. Pandas version checks I have checked that this issue has not already been reported. I have confirmed ...