def write_geometry_yaml(instance, foutput):
merged_schema = get_geometry_schema()
validate_without_defaults(instance, merged_schema)
sfx_str = '.yaml'
if foutput[-5:] == sfx_str:
sfx_str = ''
write_yaml(instance, foutput + sfx_str)
def write_analysis_yaml(instance, foutput):
merged_schema = get_analysis_schema()
validate_without_defaults(instance, merged_schema)
sfx_str = ".yaml"
if foutput[-5:] == sfx_str:
foutput = foutput[-5:]
elif foutput[-4:] == ".yml":
foutput = foutput[-4:]
sfx_str = "-analysis.yaml"
write_yaml(instance, foutput + sfx_str)
def write_modeling_yaml(instance, foutput):
weis_schema = get_modeling_schema()
validate_without_defaults(instance, weis_schema)
sfx_str = ".yaml"
if foutput[-5:] == sfx_str:
foutput = foutput[-5:]
elif foutput[-4:] == ".yml":
foutput = foutput[-4:]
sfx_str = "-modeling.yaml"
instance2 = simple_types(instance)
write_yaml(instance2, foutput + sfx_str)
def test_ld_slsqp(self):
analysis_options = load_yaml(fname_analysis_options)
solver = "LD_SLSQP"
analysis_options["driver"]["optimization"]["solver"] = solver
analysis_options["driver"]["optimization"]["max_iter"] = 1
new_fname_analysis_options = f"{fname_analysis_options.split('/')[-1].split('.')[0]}_{solver}.yaml"
write_yaml(analysis_options, new_fname_analysis_options)
wt_opt, modeling_options, opt_options = run_wisdem(
fname_wt_input, fname_modeling_options, new_fname_analysis_options)
def test_cobyla(self):
analysis_options = load_yaml(fname_analysis_options)
solver = "COBYLA"
analysis_options["driver"]["optimization"]["solver"] = solver
analysis_options["driver"]["optimization"]["rhobeg"] = 0.5
analysis_options["driver"]["optimization"]["max_iter"] = 1
new_fname_analysis_options = f"{fname_analysis_options.split('/')[-1].split('.')[0]}_{solver}.yaml"
write_yaml(analysis_options, new_fname_analysis_options)
wt_opt, modeling_options, opt_options = run_wisdem(
fname_wt_input, fname_modeling_options, new_fname_analysis_options)
def test_nelder(self):
analysis_options = load_yaml(fname_analysis_options)
solver = "Nelder-Mead"
analysis_options["driver"]["optimization"]["solver"] = solver
analysis_options["driver"]["optimization"]["adaptive"] = True
analysis_options["driver"]["optimization"]["max_iter"] = 1
new_fname_analysis_options = f"{fname_analysis_options.split('/')[-1].split('.')[0]}_{solver}.yaml"
write_yaml(analysis_options, new_fname_analysis_options)
wt_opt, modeling_options, opt_options = run_wisdem(
fname_wt_input, fname_modeling_options, new_fname_analysis_options)