def test_continuous_bounds():
"""Test bounds are assigned correctly, even when bounds are == 0"""
beta = RealDescriptor('beta', -10, 10)
lower_none = ContinuousDimension(beta, upper_bound=0)
assert lower_none.lower_bound == -10
assert lower_none.upper_bound == 0
upper_none = ContinuousDimension(beta, lower_bound=0)
assert upper_none.lower_bound == 0
assert upper_none.upper_bound == 10
def product_design_space() -> ProductDesignSpace:
"""Build a ProductDesignSpace for testing."""
alpha = RealDescriptor('alpha', 0, 100, "")
beta = RealDescriptor('beta', 0, 100, "")
gamma = CategoricalDescriptor('gamma', ['a', 'b', 'c'])
dimensions = [
ContinuousDimension(alpha, 0, 10),
ContinuousDimension(beta, 0, 10),
EnumeratedDimension(gamma, ['a', 'c'])
]
return ProductDesignSpace(name='my design space', description='does some things', dimensions=dimensions)
def test_simple_continuous_deserialization(valid_continuous_data):
"""Ensure that a deserialized ContinuousDimension looks sane."""
dimension = ContinuousDimension.build(valid_continuous_data)
assert type(dimension) == ContinuousDimension
assert dimension.lower_bound == 6.0
assert dimension.upper_bound == 7.0
assert dimension.template_id == uuid.UUID(
valid_continuous_data['template_id'])
assert type(dimension.descriptor) == RealDescriptor
def continuous_dimension() -> ContinuousDimension:
"""Build a ContinuousDimension."""
alpha = RealDescriptor('alpha', 0, 100)
return ContinuousDimension(alpha, 3, 33)
def test_continuous_serialization(valid_continuous_data):
"""Ensure that a serialized ContinuousDimension looks sane."""
dimension = ContinuousDimension.build(valid_continuous_data)
serialized = dimension.dump()
assert serialized == valid_continuous_data