Github user rxin commented on the issue:

    https://github.com/apache/spark/pull/15427
  
    1. `Dataset.dropDuplicates()` should definitely drop duplicates for all 
columns.
    
    2. `Dataset.dropDuplicates(col: String)` should also drop duplicates for 
all columns matching the name.
    



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