YingfanWang/PaCMAP

build fails without strict numba requirement

Closed this issue · 2 comments

When trying to install this with pip alongside holoviews (installed via conda), I get an error upon import:

Traceback (most recent call last):
  File "<stdin>", line 1, in <module>
  File "/home/popos/mambaforge/envs/maple_test/lib/python3.9/site-packages/pacmap/__init__.py", line 1, in <module>
    from .pacmap import *
  File "/home/popos/mambaforge/envs/maple_test/lib/python3.9/site-packages/pacmap/pacmap.py", line 1, in <module>
    import numba
  File "/home/popos/mambaforge/envs/maple_test/lib/python3.9/site-packages/numba/__init__.py", line 43, in <module>
    from numba.np.ufunc import (vectorize, guvectorize, threading_layer,
  File "/home/popos/mambaforge/envs/maple_test/lib/python3.9/site-packages/numba/np/ufunc/__init__.py", line 3, in <module>
    from numba.np.ufunc.decorators import Vectorize, GUVectorize, vectorize, guvectorize
  File "/home/popos/mambaforge/envs/maple_test/lib/python3.9/site-packages/numba/np/ufunc/decorators.py", line 3, in <module>
    from numba.np.ufunc import _internal

I have isolated the problem to numba. When I enforce numba>=0.57, I don't get the import error, but when I allow any version of numba, 0.53 gets installed and it results in this error. Not sure if intermediate numba versions will work, but updating the dependency to be numba>=5.7 should fix it. Thanks for the great tool

Apologies for my late reply, and thanks for reporting! This is an interesting error, since my local installation of pacmap was installed alongside numba=0.53.1. Would you be able to provide more information about the dependencies? The dependencies can be found with the following commands:

mamba list annoy
mamba list numba
mamba list numpy
mamba list scikit-learn

Fixed in release 0.7.1. Thanks again for reporting!