def test_FragilityFunction_DSG_given_EDP_insufficient_samples():
"""
Test if the function raises an error message if the number of EDP values
provided is greater than the number of available samples from the RVS.
"""
# create a simple random variable
RV = RandomVariable(ID=1,
dimension_tags=['A'],
distribution_kind='lognormal',
theta=1.0,
COV=1.0)
# assign it to the fragility function
RVS = RandomVariableSubset(RV=RV, tags=['A'])
FF = FragilityFunction(EDP_limit=RVS)
# sample 10 realizations
RVS.sample_distribution(10)
# create 100 EDP values
EDP = np.ones(100)
# try to get the DSG_IDs... and expect an error
with pytest.raises(ValueError) as e_info:
FF.DSG_given_EDP(EDP)
def test_ConsequenceFunction_sample_unit_DV_insufficient_samples():
"""
Test if the function raises an error message if the number of samples
requested is greater than the number of available samples from the RVS.
"""
# create a simple random variable
RV = RandomVariable(ID=1,
dimension_tags=['A'],
distribution_kind='lognormal',
theta=1.0,
COV=1.0)
# assign it to the fragility function
RVS = RandomVariableSubset(RV=RV, tags=['A'])
CF = ConsequenceFunction(DV_median=prep_constant_median_DV(1.0),
DV_distribution=RVS)
# sample 10 realizations
RVS.sample_distribution(10)
# try to get the DSG_IDs... and expect an error
with pytest.raises(ValueError) as e_info:
CF.sample_unit_DV(sample_size=100)
