Here in the rust belt, with a lift and air tools? Half hour or so.

I made a little tool from a cutoff parking brake harness and a 9v battery to retract the parking brake. I've also used a winding tool, like this, which works just fine but is slower.

Getting the rust off the sliding surfaces is an arguably more important process.