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It will be convenient and efficient to calculate quantiles of multi-columns with approxQuantile.
approxQuantile in R support multi-column
Add missing tests for approxQuantiles
Add API to calculate the approximate quantiles for multiple columns
[Github] Pull Request #12135 (zhengruifeng)