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Upgrade ChiSqSelectorModel to spark 3.2.0 compatible design
Existing ChiSqSelectorModel assume filterIndiecs is sorted But since spark 3.0.0, filterIndiecs is not sorted any more. This PR simply sort the filterIndiecs and use it later.