The generalized Oberwolfach problem asks for a factorization of the complete graph K v into prescribed 2-factors and at most a 1-factor. When all 2-factors are pairwise isomorphic and v is odd, we have the classic Oberwolfach problem, which was originally stated as a seating problem: given v attendees at a conference with t circular tables such that the ith table seats a i people and * We thank the anonymous referees for their many useful suggestions that helped strongly improve this paper. † P. Danziger has received support from NSERC Discovery Grants RGPIN-2022-03816. ‡ B. Stevens recieved support from NSERC Discovery Grant RGPIN-2017-06392. § Corresponding author. T. Traetta has received support from GNSAGA of Istituto Nazionale di Alta Matematica.