Github user bellemare commented on the issue:

    https://github.com/apache/incubator-predictionio/issues/337
  
    Ah geez, I realize now that I may have made a mistake. 
    ```
    "SPARK_YARN_USER_ENV" -> sys.env.filter(kv => kv._1.startsWith("PIO_")).
    map(kv => s"${kv._1}=${kv._2}").mkString(",")).run())
    
    Note the map: kv => s"${kv._1}=${kv._2}"
    ```
    This indicates that it does INDEED create a key=value pair.... so I must 
have an empty parameter that I am setting, which is a known Yarn bug 
(https://issues.apache.org/jira/browse/YARN-3768). That being said, I could not 
find an empty parameter in my debug logging. Weird.
    
    I'll close this for now, since it does not seem to be the case that my 
reported issue is a bug.


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