Scheduler Extender was initially released over 4 years ago[1]. What you are referring to is Scheduling Framework[2], which indeed is a new feature (and will replace/contain Scheduler Extender).

[1]: https://github.com/kubernetes/kubernetes/pull/13580

[2]: https://github.com/kubernetes/enhancements/blob/master/keps/...

EDIT: formatting