Github user sun-rui commented on the pull request:
https://github.com/apache/spark/pull/9835#issuecomment-159141992
I realize that this takes more effort than I expected as we'd better
support specifying columns without $ for all DataFrame methods that take any
argument of "Column" type. I will do more investigation.
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