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[spark] Add aggregate functions: count_distinct, collect_set, count_i…

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[spark] Add 8 aggregate functions (count_distinct, collect_set, count_if, max_by/min_by, bool_and/or, kurtosis) #450

[spark] Add aggregate functions: count_distinct, collect_set, count_i…
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