[FEA] Upgrade cudf arrow version to the latest

[nirandaperera]

Is your feature request related to a problem? Please describe.
We are working on an integration with cudf in our project Cylon (https://github.com/cylondata/cylon). Cylon is currently using arrow 2.0.0 and we are almost in-sync with the latest arrow developments. Arrow had some major API changes from 1.x to 2.x and because of that, it is difficult for Cylon to downgrade to arrow 1.x. The only solution we see is, to manage two branches. We'd love to continue to work on the cudf integration and it would be great if the arrow dependency could be upgraded.

Describe the solution you'd like
Arrow dependency to be upgraded to 2.0.0+

Describe alternatives you've considered
Managing two branches of Cylon with and without cudf support (this is exceedingly difficult, given our small team)

Additional context

[kkraus14]

Closing as duplicate of #7224. We are going to be trying to upgrade to 3.0.0 in v0.19.