Github user jkbradley commented on the issue:
https://github.com/apache/spark/pull/11601
I agree we should plan to support multiple columns and Vector columns in
the future. The 2 places I noticed may cause problems in the future are:
* ```ImputerModel.surrogate```: This is nice to expose, but it could be a
problem in the future if we need to return a Vector of surrogates (for a Vector
input), or even an array of surrogates (for a list of input columns). I'm Ok
with leaving it as-is for now. When we generalize it, we can throw a runtime
exception when the surrogate is a Vector or other type.
* Persistence format
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