have you looked at 
http://apache-spark-user-list.1001560.n3.nabble.com/Limit-Spark-Shuffle-Disk-Usage-td23279.html

and the post mentioned there
https://forums.databricks.com/questions/277/how-do-i-avoid-the-no-space-left-on-device-error.html

also try compressing the output
https://spark.apache.org/docs/latest/configuration.html#compression-and-serialization
spark.shuffle.compress

thanks
Vijay



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