"spark.storage.memoryFraction 0.05"  
If you want to store a lot of memory I think this must be a higher fraction.
The default is 0.6 (not 0.0X). 


To change the output directory you can set "spark.local.dir=/path/to/dir"
and you can even specify multiple directories (for example if you have
multiple mounted devices) by using a ',' between the paths. 

I.e. "spark.local.dir=/path/to/dir1,/path/to/dir2"  or --conf
"spark.local.dir=/mnt/,/mnt2/" (at launch time). 



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