def test_density_plot(self):
values = np.array([0, -15, 2, 3, 15, 8, 5, 3, 9, 11, 12, 1, 7, 7, 6])
reference_values = np.array([-9, 10, 1, 2, 11, 3, 7, 5, 4, 12, 7, 8, 5, 1, 14])
diagram = plotter.create_density_plot(reference_values, values, 'Modelled_toads', 'Toads', 'kg')
diagram.write('resources/density_test.png')
def test_density_plot(self):
values = np.array([0, -15, 2, 3, 15, 8, 5, 3, 9, 11, 12, 1, 7, 7, 6])
reference_values = np.array(
[-9, 10, 1, 2, 11, 3, 7, 5, 4, 12, 7, 8, 5, 1, 14])
diagram = plotter.create_density_plot(reference_values, values,
'Modelled_toads', 'Toads', 'kg')
diagram.write('resources/density_test.png')
def density_plot(self, model_name, ref_name, model_values, ref_values, log_scaled, target_file=None, axis_min=None, axis_max=None, unit=None):
if axis_min is None:
axis_min = min(np.min(ref_values), np.min(model_values))
if axis_max is None:
axis_max = max(np.max(ref_values), np.max(model_values))
density_plot = plotter.create_density_plot(ref_name, model_name, unit)
density_plot.set_data(ref_values, model_values, axis_min, axis_max, ref_values.size, log_scaled)
if target_file is not None:
self.write_density_plot(density_plot, target_file)
return density_plot
def density_plot(self,
model_name,
ref_name,
model_values,
ref_values,
log_scaled,
target_file=None,
axis_min=None,
axis_max=None,
unit=None):
if axis_min is None:
axis_min = min(np.min(ref_values), np.min(model_values))
if axis_max is None:
axis_max = max(np.max(ref_values), np.max(model_values))
density_plot = plotter.create_density_plot(ref_name, model_name, unit)
density_plot.set_data(ref_values, model_values, axis_min, axis_max,
ref_values.size, log_scaled)
if target_file is not None:
self.write_density_plot(density_plot, target_file)
return density_plot