Issue Description

Type: feature request

Describe what happened (or what feature you want)

(1)Sink the Notify implementation into common module and optimize some parts.

And this pr is one part of another bigger pr.The link is #2859.

Describe what you expected to happen

How to reproduce it (as minimally and precisely as possible)

Tell us your environment

Anything else we need to know?