Github user zhengruifeng commented on the issue:
https://github.com/apache/spark/pull/18902
I test on dataframes containing `null`, both `avg` and
`stat.approxQuantile` will ignore `null`. And if one column only contain
`null`, `null` and `Array.empty[Double]` will be returned respectively.
Agree that we add more tests for this dependency.
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