JSON Support for parsing NaN, Infinity and -Infinity
- [X] closes #12213
- [X] tests added / passed
- [X] passes `black pandas`
- [X] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [X] whatsnew entry

Not sure if we totally want this but figured I'd give it a shot any way. `simplejson` and the stdlib by comparison would decode these values

Ran benchmarks just to be safe and no changes appeared Great thanks Jeff