JSON reader validation of values

[karthikeyann]

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Description

Addresses part of https://github.com/rapidsai/cudf/issues/15222 This change adds validation stage in JSON reader at tokens level. If any validation fails in a row, it will make the entire row as null.

• [x] validation functor - implement spark validation rules. (@revans2 implemented all validation rules)
• [x] move output iterator to thrust. (already merged by https://github.com/NVIDIA/cccl/pull/2282)
• [x] Fix failing tests and infer data type for Float.

Checklist

• [x] I am familiar with the Contributing Guidelines.
• [x] New or existing tests cover these changes.
• [x] The documentation is up to date with these changes.

[revans2]

I am seeing two test failures around NBSP in a quoted string. I need to do some more debugging to see if it is my code changes or yours that are causing the problem.

[ttnghia]

Pushed my first review round. Will come back later. Thanks for working on this :)

[karthikeyann]

/merge