def save_plots(mr, res_id, is_save_plots, is_show_plots):
multiple_categories_to_plot = [
'E', 'A', 'I', 'R', 'H', 'C', 'D', 'O', 'Q', 'U'
] # categories to plot
single_category_to_plot = 'C' # categories to plot in final 3 plots #TODO: make selectable
# plot graphs
sol = mr.get('standard_sol')
percentiles = mr.get('percentiles')
p = mr.get('params')
fig_multi_lines = go.Figure(
figure_generator(
sol, p, multiple_categories_to_plot)) # plot with lots of lines
fig_age_structure = go.Figure(
age_structure_plot(sol, p, single_category_to_plot))
fig_bar_chart = go.Figure(stacked_bar_plot(
sol, p, single_category_to_plot)) # bar chart (age structure)
fig_uncertainty = go.Figure(
uncertainty_plot(sol, p, single_category_to_plot,
percentiles)) # uncertainty
if is_show_plots:
fig_multi_lines.show()
fig_age_structure.show()
fig_bar_chart.show()
fig_uncertainty.show()
if is_save_plots:
fig_multi_lines.write_image(
pu.fig_path(f"Disease_progress_{res_id}.png"))
fig_age_structure.write_image(
pu.fig_path(f"Age_structure_{res_id}.png"))
fig_bar_chart.write_image(
pu.fig_path(f"Age_structure_(bar_chart)_{res_id}.png"))
fig_uncertainty.write_image(pu.fig_path(f"Uncertainty_{res_id}.png"))
def charts(mr):
sol = mr.get('standard_sol')
percentiles = mr.get('percentiles')
p = mr.get('params')
multiple_categories_to_plot = [
'E', 'A', 'I', 'R', 'H', 'C', 'D', 'O', 'Q', 'U'
] # categories to plot
# categories to plot in final 3 plots #TODO: make selectable
single_category_to_plot = 'C'
fig_multi_lines = go.Figure(
figure_generator(
sol, p, multiple_categories_to_plot)) # plot with lots of lines
fig_age_structure = go.Figure(
age_structure_plot(sol, p, single_category_to_plot))
fig_bar_chart = go.Figure(stacked_bar_plot(
sol, p, single_category_to_plot)) # bar chart (age structure)
fig_uncertainty = go.Figure(
uncertainty_plot(sol, p, single_category_to_plot,
percentiles)) # uncertainty
return html.Div([
dbc.Row([
dbc.Col(html.Div([
html.H6('Disease progress'),
html.
P('This plot illustrates the disease spread spread for the associated categories'
),
dcc.Graph(id='fig_multi_lines', figure=fig_multi_lines)
]),
width=20)
],
style={
'marginLeft': 'auto',
'marginRight': 'auto',
'width': '50%'
}),
dbc.Row([
dbc.Col(html.Div([
html.H6('Age Structure (Bar chart)'),
html.
P('This plot illustrates the age structure distribution for the selected category'
),
dcc.Graph(id='fig_bar_chart', figure=fig_bar_chart)
]),
width=20),
],
style={
'marginLeft': 'auto',
'marginRight': 'auto',
'width': '50%'
}),
dbc.Row([
dbc.Col(html.Div([
html.H6('Uncertainty'),
html.
P('This plot models the uncertainty in the population distribution for the selected category'
),
dcc.Graph(id='fig_uncertainty', figure=fig_uncertainty)
]),
width=20)
],
style={
'marginLeft': 'auto',
'marginRight': 'auto',
'width': '50%'
})
])