Perhaps not very different, but each problem formulation has its own complication. For column generation, specifically, the routine that generates the columns

Perhaps not very different, but each problem formulation has its own complication. For column generation, specifically, the routine that generates the columns incorporates a lot of problem-specific information. The rest of the solver is more general.