.venv/Lib/site-packages/numpy/lib/tests/test_utils.py

import pytest

import numpy as np
from numpy.testing import assert_raises_regex
import numpy.lib._utils_impl as _utils_impl

from io import StringIO


def test_assert_raises_regex_context_manager():
    with assert_raises_regex(ValueError, 'no deprecation warning'):
        raise ValueError('no deprecation warning')


def test_info_method_heading():
    # info(class) should only print "Methods:" heading if methods exist

    class NoPublicMethods:
        pass

    class WithPublicMethods:
        def first_method():
            pass

    def _has_method_heading(cls):
        out = StringIO()
        np.info(cls, output=out)
        return 'Methods:' in out.getvalue()

    assert _has_method_heading(WithPublicMethods)
    assert not _has_method_heading(NoPublicMethods)


def test_drop_metadata():
    def _compare_dtypes(dt1, dt2):
        return np.can_cast(dt1, dt2, casting='no')

    # structured dtype
    dt = np.dtype([('l1', [('l2', np.dtype('S8', metadata={'msg': 'toto'}))])],
                  metadata={'msg': 'titi'})
    dt_m = _utils_impl.drop_metadata(dt)
    assert _compare_dtypes(dt, dt_m) is True
    assert dt_m.metadata is None
    assert dt_m['l1'].metadata is None
    assert dt_m['l1']['l2'].metadata is None

    # alignment
    dt = np.dtype([('x', '<f8'), ('y', '<i4')],
                  align=True,
                  metadata={'msg': 'toto'})
    dt_m = _utils_impl.drop_metadata(dt)
    assert _compare_dtypes(dt, dt_m) is True
    assert dt_m.metadata is None

    # subdtype
    dt = np.dtype('8f',
                  metadata={'msg': 'toto'})
    dt_m = _utils_impl.drop_metadata(dt)
    assert _compare_dtypes(dt, dt_m) is True
    assert dt_m.metadata is None

    # scalar
    dt = np.dtype('uint32',
                  metadata={'msg': 'toto'})
    dt_m = _utils_impl.drop_metadata(dt)
    assert _compare_dtypes(dt, dt_m) is True
    assert dt_m.metadata is None


@pytest.mark.parametrize("dtype",
        [np.dtype("i,i,i,i")[["f1", "f3"]],
        np.dtype("f8"),
        np.dtype("10i")])
def test_drop_metadata_identity_and_copy(dtype):
    # If there is no metadata, the identity is preserved:
    assert _utils_impl.drop_metadata(dtype) is dtype

    # If there is any, it is dropped (subforms are checked above)
    dtype = np.dtype(dtype, metadata={1: 2})
    assert _utils_impl.drop_metadata(dtype).metadata is None