Github user viirya commented on the issue:
      * If the partition directories are not present when the stream starts 
then I believe this breaks.
    Yes. Schema inference only happens when starting the stream.
      * I think that for all but text you have to include the partition columns 
in the schema if inference is turned off (which it is by default).
    I will update this to the programming guide.

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