from collections import OrderedDict import matplotlib.pyplot as plt from experiment.eurocode_data.massif_name_to_departement import massif_name_to_departements from experiment.eurocode_data.region_eurocode import AbstractRegionType from utils import get_display_name_from_object_type def display_region_limit(region_type, altitudes, ordered_massif_name_to_quantiles, ordered_massif_name_to_significances=None, display=True): assert isinstance(ordered_massif_name_to_quantiles, OrderedDict) assert ordered_massif_name_to_significances is None or isinstance(ordered_massif_name_to_significances, OrderedDict) # First, select massif name correspond to the region massif_name_belong_to_the_region = [] for massif_name in ordered_massif_name_to_quantiles.keys(): if any([isinstance(dep.region, region_type) for dep in massif_name_to_departements[massif_name]]): massif_name_belong_to_the_region.append(massif_name) region_object = region_type() # type: AbstractRegionType # Then, display the limit for the region fig, ax = plt.subplots(1, 1) ax.plot(altitudes, [region_object.eurocode_max_loading(altitude) for altitude in altitudes], label='Eurocode limit') # Finally, display the massif curve for massif_name in massif_name_belong_to_the_region: ax.plot(altitudes, ordered_massif_name_to_quantiles[massif_name], label=massif_name) ax.set_title('{} Eurocode region'.format(get_display_name_from_object_type(region_type))) ax.set_xlabel('Altitude') ax.set_ylabel('0.98 quantile (in N $m^-2$)') ax.legend() if display: plt.show()