[C++] Optimize performance for aggregate min/max compute kernels

[asfimport]

1. Use BitBlockCounter to speedup the performance for typical 0.01% null-able data.
2. Enable AVX compiler auto vectorize for no-nulls on int types. Float/Double use fmin/fmax to handle NaN which can't be vectorize by compiler.

Reporter: Frank Du / @jianxind
Assignee: Frank Du / @jianxind

PRs and other links:

• GitHub Pull Request #7871

_{Note: This issue was originally created as ARROW-9605. Please see the migration documentation for further details.}

[asfimport]

Antoine Pitrou / @pitrou:
Issue resolved by pull request 7871
#7871