Arrow isn’t great at random insertion and deletion, as each column is a contiguous array. If it’s on disk those arrays are probably packed tightly together, so you can’t even append rows.

(I have an idea to implement an LSM tree where each layer is an arrow file, which should allow for faster mutations while maintaining a lot of the benefits of arrow. But I haven’t got around to it).