srowen commented on issue #20356: [SPARK-23185][SQL] Make the configuration 
"spark.default.parallelism" can be changed on each SQL session to decrease 
empty files
URL: https://github.com/apache/spark/pull/20356#issuecomment-446350850
 
 
   Yeah this isn't the right fix. It's 'default' parallelism after all. This 
would potentially increase the number of output files in other situations, and 
also create empty files, like when there are fewer rows than default 
parallelism.

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