def validate_model(model_json):
"""Validate a UWG model JSON file against the UWG schema.
\n
Args:\n
model_json: Full path to a UWG model JSON file. Note that this will not check if
rural and new .epw file paths are valid since these can be overridden by CLI arguments.
"""
try:
assert os.path.isfile(
model_json), 'No JSON file found at {}.'.format(model_json)
# validate the Model JSON
click.echo('Validating Model JSON ...')
schema_model.UWG.parse_file(model_json)
click.echo('Pydantic validation passed.')
with open(model_json) as json_file:
data = json.load(json_file)
UWG.from_dict(data)
click.echo('Python re-serialization passed.')
click.echo('Congratulations! Your UWG model JSON is valid!')
except Exception as e:
print('Model validation failed.\n{}'.format(e))
sys.exit(1)
else:
sys.exit(0)
def simulate_json_model(model_json, epw_path, new_epw_dir, new_epw_name):
"""Simulate a UWG model from a JSON model file.
\b
Args:
model_json: Full path to a JSON model file.
epw_path: Full path of the rural .epw file that will be morphed.
"""
try:
with open(model_json) as json_file:
data = json.load(json_file)
uwg_model = UWG.from_dict(
data, epw_path=epw_path, new_epw_dir=new_epw_dir, new_epw_name=new_epw_name)
uwg_model.generate()
uwg_model.simulate()
uwg_model.write_epw()
except Exception as e:
_logger.exception('UWG model simulation failed.\n{}'.format(e))
sys.exit(1)
else:
sys.exit(0)
def test_init():
"""Test initialization methods."""
test_dir = os.path.abspath(os.path.dirname(__file__))
param_path = os.path.join(test_dir, 'parameters',
'initialize_singapore.uwg')
epw_path = os.path.join(test_dir, 'epw', 'SGP_Singapore.486980_IWEC.epw')
refBEM, refSch = UWG.load_refDOE()
refBEM[0][2][0].building.shgc = 0.9
ref_bem_vec = [refBEM[0][2][0], refBEM[2][2][0]]
ref_sch_vec = [refSch[0][2][0], refSch[2][2][0]]
# base init
UWG(epw_path)
# from param_file
UWG.from_param_file(param_path, epw_path)
# from args
UWG.from_param_args(bldheight=10.0,
blddensity=0.5,
vertohor=0.5,
zone='1A',
treecover=0.1,
grasscover=0.1,
epw_path=epw_path)
model = UWG.from_param_args(10.0,
0.5,
0.5,
treecover=0.1,
grasscover=0.1,
zone='1A',
ref_bem_vector=[],
ref_sch_vector=[],
epw_path=epw_path)
model.generate()
assert model.ref_bem_vector == []
assert model.ref_sch_vector == []
UWG.from_param_args(10.0,
0.5,
0.5,
0.1,
0.1,
'1A',
ref_bem_vector=ref_bem_vec,
ref_sch_vector=ref_sch_vec,
epw_path=epw_path)
with pytest.raises(AssertionError):
UWG.from_param_args(10.0,
0.5,
0.5,
0.1,
0.1,
'1A',
ref_bem_vector=ref_bem_vec,
ref_sch_vector=ref_sch_vec[:1])
with pytest.raises(AssertionError):
UWG.from_param_args(10.0,
0.5,
0.5,
0.1,
0.1,
'1A',
ref_bem_vector=None,
ref_sch_vector=ref_sch_vec)
with pytest.raises(Exception):
# No epw_path
model = UWG.from_param_args(bldheight=10.0,
blddensity=0.5,
vertohor=0.5,
grasscover=0.1,
treecover=0.1,
zone='1A')
model.generate()
# from dict
data = UWG.from_param_args(10.0, 0.5, 0.5, 0.1, 0.1,
'1A').to_dict(include_refDOE=False)
UWG.from_dict(data)
model1 = UWG.from_param_args(10.0,
0.5,
0.5,
0.1,
0.1,
'1A',
ref_bem_vector=ref_bem_vec,
ref_sch_vector=ref_sch_vec)
data = model1.to_dict(include_refDOE=True)
model2 = UWG.from_dict(data, epw_path=epw_path)
model2.generate()
assert model2.ref_bem_vector[0].building.shgc == pytest.approx(0.9,
abs=1e-10)
assert model2.refBEM[0][2][0].building.shgc == pytest.approx(0.9,
abs=1e-10)