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[SPARK-21100][SQL] Add summary method as alternative to describe that gives quartiles similar to Pandas#18307

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[SPARK-21100][SQL] Add summary method as alternative to describe that gives quartiles similar to Pandas#18307
aray wants to merge 12 commits intoapache:masterfrom
aray:SPARK-21100

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