support for numpy >= 2.0

[quant5]

Missing functionality

Numpy 2.0.0 was released on June 16. https://github.com/numpy/numpy/releases/tag/v2.0.0. The current version is 2.1.1.

To date, ydata-profiling is not compatible with 2.0.x per requirements.txt.

As such, it is currently a blocker for users to upgrade to 2.0.x if they have this package installed.

Proposed feature

Loosen requirements to include 2.0.x unless there are specific reasons (e.g., usage of deprecated function names) not to.

Alternatives considered

No response

Additional context

No response

[stefansimik]

This is really important. This library already forces us to downgrade to older Numpy versions and it is not very comfortable situation. Starts to be blocker for using this library.

[fabclmnt]

This issue is closed since release 4.10 (Sep 7th) - https://github.com/ydataai/ydata-profiling/releases/tag/v4.10.0, where numpy has been bump.

@stefansimik which version of the package are you using?

[stefansimik]

This issue is closed since release 4.10 (Sep 7th) - https://github.com/ydataai/ydata-profiling/releases/tag/v4.10.0, where numpy has been bump.

@stefansimik which version of the package are you using?

I am using ydata-profiling=4.10.0.

Sending screenshot, what happened, when I installed ydata-profiling,
to show, that it somehow led to downgrade of numpy.

I installed only ydata-profiling (with ipywidgets), nothing else and this simple operation
resulted in downgrade of Numpy.

Note:
After some google search, I found out, that the issue could be maybe related to Numba package, which could cause this downgrade: numba/numba#9708

[fabclmnt]

@stefansimik, thanks for sharing that information it was super helpful to identify the source of the issue.

The latest version of the package is now in 4.11.0 (https://pypi.org/project/ydata-profiling/), so there is something happening with the anaconda repo.

I'll check with the team, but I do suggest that you use Pypi instead for the time being.

[fabclmnt]

@stefansimik conda-forge is now fixed: https://anaconda.org/conda-forge/ydata-profiling

[stefansimik]

@stefansimik conda-forge is now fixed: https://anaconda.org/conda-forge/ydata-profiling

Excellent work 👍 , I really appreciate your effort and how quickly you solved this ❤️

[juansecal]

I'm getting ImportError: Numba needs NumPy 2.0 or less. Got NumPy 2.2. in the last release, is this normal =?

[NathanHGayle]

Getting the same issue as above even after downgrading to 2.0. The ImportError: Numba needs NumPy 2.0 or less. Got NumPy 2.2. error is returned after running a from ydata_profiling import ProfileReport cell.

[b4ghir1]

Get the same error:
Import Error: Numba needs NumPy 2.0 or less. Got NumPy 2.2.

Version:

numba                     0.60.0
numpy                     2.0.2
ydata-profiling           4.12.1

From this line:
from ydata_profiling import ProfileReport