示例#1
0

def test_invalid_operands():
    """
    Test that certain operators do not work with models whose inputs/outputs do
    not match up correctly.
    """

    with pytest.raises(ModelDefinitionError):
        Rotation2D(90) | Gaussian1D(1, 0, 0.1)

    with pytest.raises(ModelDefinitionError):
        Rotation2D(90) + Gaussian1D(1, 0, 0.1)


@pytest.mark.parametrize('poly', [Chebyshev2D(1, 2), Polynomial2D(2), Legendre2D(1, 2)])
def test_compound_with_polynomials_2d(poly):
    """
    Tests that polynomials are scaled when used in compound models.
    Issue #3699
    """
    poly.parameters = [1, 2, 3, 4, 1, 2]
    shift = Shift(3)
    model = poly | shift
    x, y = np.mgrid[:20, :37]
    result_compound = model(x, y)
    result = shift(poly(x, y))
    assert_allclose(result, result_compound)


def test_fix_inputs():
示例#2
0
    """
    Test that certain operators do not work with models whose inputs/outputs do
    not match up correctly.
    """

    with pytest.raises(ModelDefinitionError):
        Rotation2D(90) | Gaussian1D(1, 0, 0.1)

    with pytest.raises(ModelDefinitionError):
        Rotation2D(90) + Gaussian1D(1, 0, 0.1)


@pytest.mark.parametrize('poly', [
    Chebyshev2D(1, 2),
    Polynomial2D(2),
    Legendre2D(1, 2),
    Chebyshev1D(5),
    Legendre1D(5),
    Polynomial1D(5)
])
def test_compound_with_polynomials(poly):
    """
    Tests that polynomials are scaled when used in compound models.
    Issue #3699
    """
    poly.parameters = [1, 2, 3, 4, 1, 2]
    shift = Shift(3)
    model = poly | shift
    x, y = np.mgrid[:20, :37]
    result_compound = model(x, y)
    result = shift(poly(x, y))
示例#3
0
    """
    Test that certain operators do not work with models whose inputs/outputs do
    not match up correctly.
    """

    with pytest.raises(ModelDefinitionError):
        Rotation2D(90) | Gaussian1D(1, 0, 0.1)

    with pytest.raises(ModelDefinitionError):
        Rotation2D(90) + Gaussian1D(1, 0, 0.1)


@pytest.mark.parametrize(
    'poly',
    [Chebyshev2D(1, 2), Polynomial2D(2),
     Legendre2D(1, 2)])
def test_compound_with_polynomials_2d(poly):
    """
    Tests that polynomials are scaled when used in compound models.
    Issue #3699
    """
    poly.parameters = [1, 2, 3, 4, 1, 2]
    shift = Shift(3)
    model = poly | shift
    x, y = np.mgrid[:20, :37]
    result_compound = model(x, y)
    result = shift(poly(x, y))
    assert_allclose(result, result_compound)


@pytest.mark.parametrize(