Migrating to NumPy v2.4.0rc1

Breaking Changes

Migration Steps

1. 1
   If you were setting the `strides` attribute, switch to using `np.lib.stride_tricks.strided_window_view`, `np.lib.stride_tricks.as_strided`, or the `np.ndarray` constructor to create a new view.
2. 2
   When using `np.maximum` or `np.minimum`, always specify the output array using the keyword argument `out=c` instead of passing it positionally.
3. 3
   Ensure the `align=` argument passed to `np.dtype()` is a boolean, and preferably pass it as a keyword argument.
4. 4
   Replace usage of `np.testing.assert_warns` and `np.testing.suppress_warnings` with standard Python `warnings` context managers or `pytest` fixtures.
5. 5
   Replace calls to `numpy.fix` with `numpy.trunc`.
6. 6
   Instead of modifying `ndarray.shape` in place, use `numpy.reshape` to create a new array shape.
7. 7
   If you were relying on implicit scalar conversion from an array with ndim > 0, you must now explicitly extract the single element (e.g., `arr.item()`).
8. 8
   Update imports: use `numpy.linalg` instead of `numpy.linalg.linalg`, and `numpy.fft` instead of `numpy.fft.helper`.
9. 9
   Replace the `interpolation` parameter with the `method` parameter in quantile and percentile functions.
10. 10
    Replace calls to `numpy.in1d` with `numpy.isin`.
11. 11
    Replace calls to `ndindex.ndincr()` with `next(ndindex)`.
12. 12
    Remove the `fix_imports` parameter from `numpy.save` calls.
13. 13
    Update calls to `ndarray.ctypes` methods: use `.data`, `.shape`, `.strides`, or `._as_parameter_` instead of the removed `get_*` methods.
14. 14
    Update calls to `numpy.reshape` to use positional arguments or the `shape=` keyword argument instead of the removed `newshape` parameter.
15. 15
    Replace calls to `numpy.trapz` with `numpy.trapezoid` or functions from `scipy.integrate`.
16. 16
    Replace the `disp` function with custom printing logic.
17. 17
    Remove the unused `bias` and `ddof` arguments from `numpy.corrcoef`.
18. 18
    Replace the `delimitor` parameter with `delimiter` in `numpy.ma.mrecords.fromtextfile()`.
19. 19
    Update calls to `numpy.array2string` to use keyword arguments for parameters following `style` (which is removed), or remove the `style` argument entirely.
20. 20
    When summing a generator, wrap it in `np.fromiter(generator)` before passing to `np.sum`, or use the built-in `sum()`.

Release Summary