Complex sentence: Several incidents spiced up the race in history, stages of the race were cancelled twice due to heavy downpour in the final stage back in 2003 and 2006.
Split into simpler sentences: Several incidents spiced up the race in history. Stages of the race were cancelled twice due to heavy downpour in the final stage back in 2003 and 2006.