Different weather types when playing multiplayer

I invite my friend in a single-player world and we play and there is a weird bug where it can be raining for them and not for me. I'm not sure how it is reproduced other than to wait for it to happen. We realized when they could use a trident with riptide while for me it would have no water to use it in