rdblue commented on issue #25545: [SPARK-28843][PYTHON] Set OMP_NUM_THREADS to 
executor cores for python
URL: https://github.com/apache/spark/pull/25545#issuecomment-524071718
 
 
   I don't know about any documentation on this, but I'm not very familiar with 
using numpy. This also seems like something that would be easily overlooked. We 
see a significant increase because the number of cores in the hardware we're 
testing tripled. That's the only reason why we caught it, combined with the 
fact that we limit python memory. That caused jobs to fail, which made is go 
looking for this.
   
   Also, that issue wasn't SO, it was from numpy's issue tracker.

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