Optimize ParamUtil code and extract constants

[xiaoheng1]

Please do not create a Pull Request without creating an issue first.

What is the purpose of the change

Optimize ParamUtil code and extract constants

see more detail from #5527

Brief changelog

XX

Verifying this change

XXXX

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[KomachiSion]

Parparing release 1.4.2. After finishing release will merge

[xiaoheng1]

Parparing release 1.4.2. After finishing release will merge

OK

[horizonzy]

LGTM.