Re: Sparse Matrix Storage Consumption Issue

2017-05-04 Thread Mingyang Wang
Hi Matthias, Thanks for the patch. I have re-run the experiment and observed that there was indeed no more memory pressure, but it still took ~90s for this simple script. I was wondering what is the bottleneck for this case? Total elapsed time: 94.800 sec. Total compilation time: 1.826 sec.

Re: Sparse Matrix Storage Consumption Issue

2017-05-04 Thread Mingyang Wang
Out of curiosity, I increased the driver memory to 10GB, and then all operations were executed on CP. It took 37.166s but JVM GC took 30.534s. I was wondering whether this is the expected behavior? Total elapsed time: 38.093 sec. Total compilation time: 0.926 sec. Total execution time: 37.166