Github user viirya commented on the issue:

    https://github.com/apache/spark/pull/19363
  
    Although this `toString` in scala-shell looks good, when you print out 
directly, it might look weird because you just see:
    
    ```scala
    [key: [value: string], value: [value: string]]
    ```
    
    It's better to add prefix of the class name, like.
    
    ```scala
    KeyValueGroupedDataset: [key: [value: string], value: [value: string]]
    ```


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