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Are you able to swap out a copy of in your install?If you can make a copy of that file, and then replace that routine with this copy of the routine and run both your real case and my test case, we can see where the time is taking on your system.The last time I wrote down resolutions was way back in 2014.
I really can't imagine the data step took up that time, but we'll see.I have attached the results from both runs in the text file below. Yeah, that's completely different than what I'm seeing.modified_sasdata2dataframe_realdata_and_Hey, no problem. I've attached my trace output for my test job; it transfers in 3 seconds and does all 10 to_numerics in 2 seconds (about 5 per second), whereas you have a 2.5 minute transfer and only get 2 or 3 to_numerics per socond.My laptop doesn't appear to be memory, disk or cpu bound. So, if you already pulled the fix, grab it again to get this latest.I installed saspy on a Windows server with lots of CPUs and RAM and I am seeing the same issue. BTW, you have to get it from the repo, it's not in the current pypi package (but you know that I'm sure).
Somehow I fell out of what I consider a positive habit.