Github user MrBago commented on the issue: https://github.com/apache/spark/pull/21195 Thanks Lu! I had a pass over this PR and it looks pretty straightforward. One thing I noticed is that there are two patterns that we keep repeating. I think we should add private APIs for these patterns and delegate to those. The first pattern is the validate schema method defined in terms of typeCandidates. I suggest we add something like `validateVectorCompatibleColumn` to `DatasetUtils`. In addition to helping with code reuse, this api would make it easier if we ever decide, for example, to support Arrays of Ints. The second pattern is going from a dataframe & column name to an rdd[OldVector]. Lets add a method that does this, maybe something like `(DataFrame, String) => RDD[OldVector]`.
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