def long_term_minimum_plot(request, scenario_id):
scenario = get_object_or_404(Scenario, pk=scenario_id)
data = scenario.get_data()
column = scenario.get_attribute_name()
min_data = analysis.annual_minimum(data[column], 7, True)
plt.style.use(DEFAULT_PLOT_STYLE)
fig, ax = new_figure()
plotting.plot_with_trendline_ols(
min_data,
title=None,
fig=fig, ax=ax)
ax.set_xlabel("Year")
ax.set_ylabel(__label_scenario_attribute(scenario))
return plot_to_response(fig)
def long_term_minimum_plot(request, scenario_id):
scenario = get_object_or_404(Scenario, pk=scenario_id)
data = scenario.get_data()
column = scenario.get_attribute_name()
min_data = analysis.annual_minimum(data[column], 7, True)
plt.style.use(DEFAULT_PLOT_STYLE)
fig, ax = new_figure()
plotting.plot_with_trendline_ols(min_data,
title="7-day Minimum Flow",
fig=fig,
ax=ax)
ax.set_xlabel("Year")
ax.set_ylabel(__label_scenario_attribute(scenario))
return plot_to_response(fig)
def get_data(self, request, scenario_id):
scenario = get_object_or_404(Scenario, pk=scenario_id)
data = scenario.get_data()
column = scenario.get_attribute_name()
data = analysis.annual_minimum(data[column], 7, True)
return data.reset_index()
