How important is patience in buddhism?
Khanti/patience is indeed a very important virtue to cultivate. It's listed in Sn 2.4 as among one of the greatest protection for a practitioner. Also refer to many other related suttas.

Patience, compliance,
seeing contemplatives,
discussing the Dhamma on timely occasions:
This is the highest protection. ~~ Snp 2.4 ~~