def test_convergence_evaluation_specification_file_fixedvar_immutableparam():
ceval_class = cb._class_import(ceval_fixedvar_immutableparam_str)
ceval = ceval_class()
import idaes.core.util.convergence.tests.conv_eval_classes as cev
assert ceval.__class__ == cev.ConvEvalFixedVarImmutableParam().__class__
spec = ceval.get_specification()
fname = os.path.join(currdir, 'ceval_fixedvar_immutableparam.3.42.json')
cb.write_sample_file(spec,
fname,
ceval_fixedvar_immutableparam_str,
n_points=3,
seed=42)
baseline_fname = os.path.join(
currdir, 'ceval_fixedvar_immutableparam.3.42.baseline.json')
compare_json_files(baseline_fname=baseline_fname,
output_fname=fname,
tolerance=1e-8)
# expect an exception because param is not mutable
with pytest.raises(ValueError):
inputs, samples, global_results = \
cb.run_convergence_evaluation_from_sample_file(fname)
if os.path.exists(fname):
os.remove(fname)
def test_convergence_evaluation_stats_from_to():
ceval_class = cb._class_import(ceval_fixedvar_mutableparam_str)
ceval = ceval_class()
import idaes.core.util.convergence.tests.conv_eval_classes as cev
assert ceval.__class__ == cev.ConvEvalFixedVarMutableParam().__class__
spec = ceval.get_specification()
fname = os.path.join(wrtdir, 'ceval_fixedvar_mutableparam.3.43.json')
cb.write_sample_file(spec, fname, ceval_fixedvar_mutableparam_str,
n_points=3, seed=43)
inputs, samples, results = \
cb.run_convergence_evaluation_from_sample_file(fname)
s = cb.save_convergence_statistics(inputs, results)
d = s.to_dict()
s2 = cb.Stats(from_dict=d)
fname1 = os.path.join(wrtdir, 'stats1.json')
fname2 = os.path.join(wrtdir, 'stats2.json')
fname3 = os.path.join(wrtdir, 'stats3.json')
with open(fname1, "w") as f:
s.to_json(f)
with open(fname2, "w") as f:
s2.to_json(f)
compare_json_files(baseline_fname=fname1,
output_fname=fname2,
tolerance=1e-8)
s3 = cb.Stats(from_json=fname1)
with open(fname3, "w") as f:
s3.to_json(f)
compare_json_files(baseline_fname=fname1,
output_fname=fname3,
tolerance=1e-8)
if os.path.exists(fname):
os.remove(fname)
if os.path.exists(fname1):
os.remove(fname1)
if os.path.exists(fname2):
os.remove(fname2)
if os.path.exists(fname3):
os.remove(fname3)
def test_convergence_evaluation_specification_file_fixedvar_mutableparam():
ceval_class = cb._class_import(ceval_fixedvar_mutableparam_str)
ceval = ceval_class()
import idaes.core.util.convergence.tests.conv_eval_classes as cev
assert ceval.__class__ == cev.ConvEvalFixedVarMutableParam().__class__
spec = ceval.get_specification()
fname = os.path.join(currdir, 'ceval_fixedvar_mutableparam.3.42.json')
cb.write_sample_file(spec, fname, ceval_fixedvar_mutableparam_str,
n_points=3, seed=42)
baseline_fname = os.path.join(
currdir,
'ceval_fixedvar_mutableparam.3.42.baseline.json')
compare_json_files(baseline_fname=baseline_fname,
output_fname=fname,
tolerance=1e-8)
if os.path.exists(fname):
os.remove(fname)