It should be safe for Spark 1.4.1 and later versions.
Now Spark SQL adds a job-wise UUID to output file names to distinguish
files written by different write jobs. So those two write jobs you gave
should play well with each other. And the job committed later will
generate a summary file for
I think this question applies regardless if I have two completely separate
Spark jobs or tasks on different machines, or two cores that are part of
the same task on the same machine.
If two jobs/tasks/cores/stages both save to the same parquet directory in
parallel like this: