Github user aray commented on the issue:

    https://github.com/apache/spark/pull/18001
  
    Yes, it does not work without
    
    ```
    Andrews-MacBook-Pro:spark-2.1.1-bin-hadoop2.7 andrew$ jupyter --version
    4.0.6
    Andrews-MacBook-Pro:spark-2.1.1-bin-hadoop2.7 andrew$ 
PYSPARK_DRIVER_PYTHON=jupyter ./bin/pyspark
    usage: jupyter [-h] [--version] [--config-dir] [--data-dir] [--runtime-dir]
                   [--paths] [--json]
                   [subcommand]
    jupyter: error: one of the arguments --version subcommand --config-dir 
--data-dir --runtime-dir --paths is required
    ```


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