It doesn't happen very often. But kayakers were on Rock Creek the day after the DC region's encounter with Hurricane Sandy. There are plenty of huge rocks underneath them, but the water was high enough so they could make it through.

Check out the phone footage I took from Beach Drive NW between Rapids Bridge and Boulder Bridge.