ValueError: numpy.ndarray size changed, may indicate binary incompatibility.

[maciejbiesek]

A few days ago the problem with ValueError: numpy.ndarray size changed, may indicate binary incompatibility. occurred during executing the code that worked one week ago without any problems.

The same issue is with BERTopic (MaartenGr/BERTopic#392), so I thought maybe it would be beneficial to link it there. For now, it seems there is no easy solution to that problem

[ddangelov]

What embedding_model did you use and during which step did you get this error?

[Uzay-G]

I get this also with universal sentence decoder when I import top2vec. I think it's because on python 3.10, numba requires numpy <=1.21 but gensim requires numba >=1.22 (https://github.com/RaRe-Technologies/gensim/blob/93ed2fbe27dab41b459bd09bd5b19ed5d7e01908/.github/workflows/build-wheels.yml#L95).

So the library is not usable for python3.10

[Uzay-G]

How to fix this: use python < 3.10, use numpy <= 1.21

[ddangelov]

I have no issues with this and I have python 3.8.5 so I don't think that is the issue.

[Uzay-G]

The problem is with python 3.10

[ddangelov]

setup.py specifies python_requires='>=3.6'

[Uzay-G]

3.10 is >= 3.6?

I don't mean 3.1, python 3.10 (https://www.python.org/downloads/release/python-3100/) was released in october.

[Uzay-G]

It's not an old release.

[ddangelov]

Ok got it. Will investigate.