[Feature Request] Arrow Flight server and client bootstrap logic

[rishabhmaurya]

Is your feature request related to a problem? Please describe

its part of meta issue #16679

Describe the solution you'd like

Introduce a new module which can handle all bootstrap logic for arrow flight server and client

Related component

Search:Performance

Describe alternatives you've considered

No response

Additional context

No response