Jonathan Wei ca2b04f0fd Add long/float ColumnSelectorStrategy implementations (#3838)
* Add long/float ColumnSelectorStrategy implementations

* Address PR comments

* Add String strategy with internal dictionary to V2 groupby, remove dict from numeric wrapping selectors, more tests

* PR comments

* Use BaseSingleValueDimensionSelector for long/float wrapping

* remove unused import

* Address PR comments

* PR comments

* PR comments

* More PR comments

* Fix failing calcite histogram subquery tests

* ScanQuery test and comment about isInputRaw

* Add outputType to extractionDimensionSpec, tweak SQL tests

* Fix limit spec optimization for numerics

* Add cardinality sanity checks to TopN

* Fix import from merge

* Add tests for filtered dimension spec outputType

* Address PR comments

* Allow filtered dimspecs on numerics

* More comments
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