Which variables and series must be adjusted and which not depends on your script. You must know what you're doing. How to handle open trades depends on how your broker is handling them. You don't reissue orders, but you usually must adjust volume, prices, and limits when a split is detected.

You don't retrain after a split. You normally train with adjusted historical data.