Numpy v2.0.0 breaks the ability to download models using spaCy

[afogel]

How to reproduce the behaviour

In my dockerfile, I run these commands:

FROM --platform=linux/amd64 python:3.12.4

RUN pip install --upgrade pip

RUN pip install torch --index-url https://download.pytorch.org/whl/cpu
RUN pip install spacy

RUN python -m spacy download en_core_web_lg

It returns the following error (and stacktrace):

2.519 Traceback (most recent call last):
2.519   File "<frozen runpy>", line 189, in _run_module_as_main
2.519   File "<frozen runpy>", line 148, in _get_module_details
2.519   File "<frozen runpy>", line 112, in _get_module_details
2.519   File "/usr/local/lib/python3.12/site-packages/spacy/__init__.py", line 6, in <module>
2.521     from .errors import setup_default_warnings
2.522   File "/usr/local/lib/python3.12/site-packages/spacy/errors.py", line 3, in <module>
2.522     from .compat import Literal
2.522   File "/usr/local/lib/python3.12/site-packages/spacy/compat.py", line 39, in <module>
2.522     from thinc.api import Optimizer  # noqa: F401
2.522     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
2.522   File "/usr/local/lib/python3.12/site-packages/thinc/api.py", line 1, in <module>
2.522     from .backends import (
2.522   File "/usr/local/lib/python3.12/site-packages/thinc/backends/__init__.py", line 17, in <module>
2.522     from .cupy_ops import CupyOps
2.522   File "/usr/local/lib/python3.12/site-packages/thinc/backends/cupy_ops.py", line 16, in <module>
2.522     from .numpy_ops import NumpyOps
2.522   File "thinc/backends/numpy_ops.pyx", line 1, in init thinc.backends.numpy_ops
2.524 ValueError: numpy.dtype size changed, may indicate binary incompatibility. Expected 96 from C header, got 88 from PyObject

Locking to the previous version of numpy will resolve this issue:

FROM --platform=linux/amd64 python:3.12.4

RUN pip install --upgrade pip

RUN pip install torch --index-url https://download.pytorch.org/whl/cpu
RUN pip install numpy==1.26.4 spacy

RUN python -m spacy download en_core_web_lg