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overhaul DruidPredicateFactory to better handle 3VL (#15629)
* overhaul DruidPredicateFactory to better handle 3VL fixes some bugs caused by some limitations of the original design of how DruidPredicateFactory interacts with 3-value logic. The primary impacted area was with how filters on values transformed with expressions or extractionFn which turn non-null values into nulls, which were not possible to be modelled with the 'isNullInputUnknown' method changes: * adds DruidObjectPredicate to specialize string, array, and object based predicates instead of using guava Predicate * DruidPredicateFactory now uses DruidObjectPredicate * introduces DruidPredicateMatch enum, which all predicates returned from DruidPredicateFactory now use instead of booleans to indicate match. This means DruidLongPredicate, DruidFloatPredicate, DruidDoublePredicate, and the newly added DruidObjectPredicate apply methods all now return DruidPredicateMatch. This allows matchers and indexes * isNullInputUnknown has been removed from DruidPredicateFactory * rename, fix test * adjust * style * npe * more test * fix default value mode to not match new test
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