def dev__get_descriptive_statistics__from_kde_file():
print(80 * '-')
print(
'{:^80}'.format('method -> get_descriptive_statistics__from_kde_file'))
testing_set = get_testing_set()
config_fn = testing_set['config_fn']
results_data_fn = testing_set['results_fn']
kde_data_fn = testing_set['kde_fn']
assert os.path.isfile(config_fn)
assert os.path.isfile(results_data_fn)
assert os.path.isfile(kde_data_fn)
o = PyposmatDataAnalyzer(config_fn=config_fn,
results_data_fn=results_data_fn)
kde_data = PyposmatDataFile()
kde_data.read(filename=kde_data_fn)
descriptive_statistics = o.get_descriptive_statistics(df=kde_data.df)
print(
o.str__descriptive_statistics(
descriptive_statistics=descriptive_statistics))
print(kde_data.df.shape)
def dev__get_descriptive_statistics():
testing_set = get_testing_set()
config_fn = testing_set['config_fn']
results_data_fn = testing_set['results_fn']
assert os.path.isfile(config_fn)
assert os.path.isfile(results_data_fn)
o = PyposmatDataAnalyzer(config_fn=config_fn,results_data_fn=results_data_fn)
descriptive_statistics = o.get_descriptive_statistics()
assert isinstance(descriptive_statistics,OrderedDict)
assert 'qois' in descriptive_statistics
for qn in o.qoi_names:
assert qn in descriptive_statistics['qois']
print(o.str__descriptive_statistics(descriptive_statistics=descriptive_statistics))
