An option to run once for pandas.DataFrame.apply
> In the current implementation apply calls func twice on the first column/row to decide whether it can take a fast or slow code path. This can lead to unexpected behavior if func has side-effects, as they will take effect twice for the first column/row.

In my opinion `apply()` should have an option to disable this check. Sometimes for functions with side effects, consistent behaviour is more important that speed.