Github user davies commented on the pull request:

    https://github.com/apache/spark/pull/5361#issuecomment-89925441
  
    @31z4 Thanks to look into this. Personally, I like the type object instead 
of name of type, for example, you can got the full name of a class:
    ```
    >>> print "but got:", type("")
    but got: <type 'str'>
    >>> print "but got:", type("").__name__
    but got: str
    >>> print pyspark.RDD
    <class 'pyspark.rdd.RDD'>
    >>> print pyspark.RDD.__name__
    RDD
    ```
    
    Also, we may change some `ValueError` to `TypeError`. 


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