William Schwartz <wkschwa...@gmail.com> added the comment:

In Jupyter Notebook, I tried to pass a large amount of data (about 2.3 GB) to 
Statsmodels's KDEUnivariate.fit 
(https://www.statsmodels.org/dev/generated/statsmodels.nonparametric.kde.KDEUnivariate.fit.html#statsmodels.nonparametric.kde.KDEUnivariate.fit)
 with kernel='cos'. In the Notebook, I got a MemoryError exception and 
traceback (which unfortunately I have since lost).

In the terminal where I was running the Jupyter server, the Python 3.7 kernel 
spat out:

Python(86244,0x7fff91104380) malloc: *** mach_vm_map(size=465845322670080) 
failed (error code=3)
*** error: can't allocate region
*** set a breakpoint in malloc_error_break to debug

The MemoryError coming up in the Notebook interface is the correct behavior, 
but I wanted to bring to your attention that the malloc junk on stderr happens 
even outside of Python's tests.

I'm on macOS 10.13.5.

----------
components: +macOS
nosy: +William.Schwartz
versions: +Python 3.7 -Python 3.1

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