def parse_credentials(n_clicks, api_choice, *func_params):
"""
Create callbacks for every API login form, based on their \
connectors' function arguments. This reads the various connect \
functions and gets their arguments. **Note that the first argument \
is `self` so we need the rest of the arguments.
Args:
n_clicks (int): Number of button clicks.
api_choice (str): One of the supported APIs.
*func_params (list): Depending on the selected api and its \
connector function, the list of arguments \
it needs to receive, in order.
Returns:
A Dash element or list of elements.
"""
if n_clicks < 1:
raise PreventUpdate()
connection = api_connect(api_choice, *func_params)
if connection.state == "authenticated":
# Success logging in
return connection.render_layout(), {"display": "none"}
else:
raise PreventUpdate()
def update_measure_checklist(selected, select_options, checked):
if len(selected) < len(select_options) and len(checked) == 0:
raise PreventUpdate()
elif len(selected) < len(select_options) and len(checked) == 1:
return dcc.Checklist(
id='measure-select-all',
options=[{
'label': 'Select All',
'value': 'All'
}],
value=[],
)
elif len(selected) == len(select_options) and len(checked) == 1:
raise PreventUpdate()
return dcc.Checklist(
id='measure-select-all',
options=[{
'label': 'Select All',
'value': 'All'
}],
value=['All'],
)
def add_network_elements(cy_network, _):
if not cy_network:
raise PreventUpdate()
if 'network' not in cy_network:
raise PreventUpdate()
return [1, cy_network['network']]
def register_user(n_clicks, mobile, email, password, password_confirm):
logger.debug("register user real process")
if not n_clicks or n_clicks <= 0:
raise PreventUpdate()
if not mobile or not str(mobile).isdigit():
logger.debug("mobile is not valid")
raise PreventUpdate()
if password != password_confirm:
logger.debug("password not valid")
raise PreventUpdate()
user_data = {
'email': email,
'tel': mobile,
'password': password,
'roles':["user"]
}
logger.debug("create club user")
user = app_controller.create_club_user(CLUB_NAME, user_data)
logger.debug("create club user successful")
if user.tel:
logger.debug("send code by tel")
app_controller.resend_activate_code_by_tel(CLUB_NAME, user.tel)
logger.debug("redirect to login")
return "/user/login"
def update_checklist(selected, select_options, checked):
if len(selected) < len(select_options) and len(checked) == 0:
raise PreventUpdate()
elif len(selected) < len(select_options) and len(checked) == 1:
return dcc.Checklist(
id="region-select-all",
options=[{
"label": "Select All Regions",
"value": "All"
}],
value=[],
)
elif len(selected) == len(select_options) and len(checked) == 1:
raise PreventUpdate()
return dcc.Checklist(
id="region-select-all",
options=[{
"label": "Select All Regions",
"value": "All"
}],
value=["All"],
)
def update_chart_data(n, fig):
if not fig:
PreventUpdate()
if control.get_value('lock'):
# Abort update if chart refresh has locked it
PreventUpdate()
return view.update_chart(fig)
def redirect(jwt):
if not jwt:
raise PreventUpdate()
user = app_controller.get_club_user_by_jwt(CLUB_NAME, jwt)
if not user:
raise PreventUpdate()
return "/user/profile"
def update_checklist(selected, checked):
if len(checked) == 0 and len(selected) < len(loc_options):
raise PreventUpdate()
elif len(checked) == 1 and len(selected) < len(loc_options):
return dcc.Checklist(id="loc-select-all",
options=[{"label": " Select All", "value": "All"}],
value=[])
elif len(checked) == 1 and len(selected) == len(loc_options):
raise PreventUpdate()
else:
return dcc.Checklist(id="loc-select-all",
options=[{"label": " Select All", "value": "All"}],
value=["All"])
def callback__weight(test_id, n, n_st):
try:
if n and n_st == False:
print('WEIGHING...')
df = getdata.get_dataframe(table=test_id)
return str(df['S1'].iloc[-1]) + ' kg', str(df['S2'].iloc[-1]) + ' kg', \
str(df['S3'].iloc[-1])+ ' kg', str(df['S4'].iloc[-1])+ ' kg', \
str(df['S5'].iloc[-1]) + ' kg', str(df['S6'].iloc[-1])+ ' kg', \
str(df['S7'].iloc[-1])+ ' kg'
else:
raise PreventUpdate()
except:
raise PreventUpdate()
def store_user_info(msg, mobile_email, password):
logger.debug("store user info")
if msg:
raise PreventUpdate()
user = app_controller.get_club_user_by_tel_or_email(
CLUB_NAME, mobile_email)
if not user:
raise PreventUpdate()
jwt = app_controller.generate_user_jwt(CLUB_NAME, user)
logger.debug("store jwt " + jwt)
return jwt
def tester(selected, options_1, checked):
if len(selected) < len(options_1) and len(checked) == 0:
raise PreventUpdate()
elif len(selected) < len(options_1) and len(checked) == 1:
return dcc.Checklist(id='select-all',
options=[{'label': 'Select All', 'value': 1}], value=[])
elif len(selected) == len(options_1) and len(checked) == 1:
raise PreventUpdate()
return dcc.Checklist(id='select-all',
options=[{'label': 'Select All', 'value': 1}], value=[1])
def update_output_div(input_value: Dict[str, List]) -> Dict[str, Any]:
"""Update times series plot based on country from country map which
user clicks on
"""
print(input_value)
if not input_value:
raise PreventUpdate()
if "location" not in input_value["points"][0]:
raise PreventUpdate()
new_plot: Dict[str, Any] = update_time_series_plot(input_value, WORLD_MAP)
from pprint import pprint
pprint(new_plot)
return new_plot
def show_warning_modal(*args):
"""
This shows a modal with a warning whenever the children of one of the warning-modal divs
change. It displays the contents of the div in the modal.
"""
prop_id = dash.callback_context.triggered[0]['prop_id']
try:
children = args[warning_modal_prop_id_names.index(prop_id)]
if children:
return [True, children]
else:
raise PreventUpdate()
except ValueError:
raise PreventUpdate()
def clear_variance_plots(n_clicks):
if not n_clicks:
raise PreventUpdate('Callback triggered with no action.')
plot_data = PCAModel.get_plot_data()
plot_data['cumulative_variance_plots'] = []
PCAModel.set_plot_data(plot_data)
return [dbc.ListGroup([], id='cumulative-variance-plot-list')]
def clear_loading_plots(n_clicks):
if not n_clicks:
raise PreventUpdate('Callback triggered with no action.')
plot_data = PCAModel.get_plot_data()
plot_data['loading_plots'] = []
PCAModel.set_plot_data(plot_data)
return [dbc.ListGroup([], id='loading-plot-list')]
def show_selected_file(value,selected_columns,data):
if value == 'default':
raise PreventUpdate()
else:
df_table = pd.DataFrame.from_dict(data[value])
df_table = df_table.sort_index()
new_header = df_table.iloc[0]
df_table = df_table[1:]
df_table.columns = new_header
if selected_columns is not None:
list_of_sel_columns = selected_columns
else:
list_of_sel_columns = []
table = html.Div([
dash_table.DataTable(
id='hidden_view_table',
data=df_table.to_dict('rows'),
columns=[*[{'name': 'Date', 'id':'Date', "selectable": False}]
,*[{'name': i, 'id':i, "selectable": True} for i in df_table.columns[1:]]],
editable=True,
virtualization=True,
column_selectable="multi",
selected_columns=list_of_sel_columns,
page_action="native",
page_current=0,
page_size=8
), ])
#print(list_of_sel_columns)
return table
def update_legend(region, qoi_value, stat_value):
legendLayers = []
if region == None or qoi_value == None or stat_value == None:
raise PreventUpdate()
if qoi_value != None and region != None and stat_value != None:
colormap_range = colorMaps['scatterplot']['rangeRGB']
if qoi_value == 'LCOT' or qoi_value == 'All_in_LCOE' or qoi_value == 'Site_LCOE' or qoi_value == 'Dist_Km':
colormap_range = colormap_range[::-1]
SELECTED_DATA_PATH = pathlib.Path(__file__).parent.joinpath(
"./data/" + region + "/").resolve()
with open(SELECTED_DATA_PATH.joinpath('map_data_info.json')) as f:
map_data_info = json.load(f)
the_qoi = stat_value + qoi_value
layers = {
'type': "colorLegend",
'id': "dataLayer",
'value': the_qoi,
'title':
revQOI_map[qoi_value] + "\n (" + rev_stat_map[stat_value] + ")",
"colorMap": {
"scale":
colorMaps['scatterplot']['scale'],
"value":
the_qoi,
"range":
colormap_range,
"extent":
[map_data_info[the_qoi]['min'], map_data_info[the_qoi]['max']]
}
}
legendLayers.append(layers)
return [legendLayers]
def update_nav(pathname):
"""Create the navbar with the current page set to active"""
if pathname is None:
# pathname is None on the first load of the app; ignore this
raise PreventUpdate("Ignoring first url.pathname callback")
# return Navbar(items=server.config['NAV_ITEMS'], current_path=pathname)
return navbar(pathname)
def update_profile(codes):
if codes is None:
print("None")
raise PreventUpdate("Empty")
print("Updating portfolio graph...", codes)
fig_data, index = get_portfolio_figdata(codes)
return fig_data, index.to_json()
def update_nav_callback(pathname):
"""Create the navbar with the current page set to active"""
if pathname is None:
# pathname is None on the first load of the app; ignore this
raise PreventUpdate(
"Ignoring first Location.pathname callback")
return self.make_nav(pathname)
def generate_side_bar_onload(pathname, sidebar, query_string):
if pathname:
if debug:
print('--> Dash App Loaded!')
print('\tAnd this is current path: {}'.format(pathname))
if not sidebar:
if pathname:
# Attention! query_string includes heading ? symbol
selection = parse_qs(query_string[1:])
if debug:
print('generate_side_bar_onload: This is the selection: {}'.format(selection))
# we might have selection of wikis and metrics in the query string,
# so sidebar should start with those selected.
pre_selected_wikis = selection['wikis'] if 'wikis' in selection else []
# change value for network selection from a list to a single string
# (first network we got of the query string),
# since user can select only one network at a time
pre_selected_network = selection['network'][0] if 'network' in selection else None
return side_bar.generate_side_bar(available_wikis, available_networks,
pre_selected_wikis, pre_selected_network)
else: # if app hasn't loaded the path yet, wait to load sidebar later
return None;
else:
raise PreventUpdate("Sidebar already generated! sidebar must be generated only once");
def poll_result(n_intervals, data):
result = result_from_tuple(data, app=celery_app)
# If the calculation has not completed, do nothing.
if not result.ready():
raise PreventUpdate()
# On completion, enable button and set text (or stop spinner, etc.), return the result, and stop polling.
return False, "Take a nap", result.get(), 0
def generate_side_bar_onload(pathname, sidebar, query_string):
if pathname:
if debug:
print('--> Dash App Loaded!')
print('\tAnd this is current path: {}'.format(pathname))
if not sidebar:
if pathname:
# Attention! query_string includes heading ? symbol
selection = parse_qs(query_string[1:])
if debug:
print('generate_side_bar_onload: This is the selection: {}'.format(selection))
# we might have selection of wikis and metrics in the query string,
# so sidebar should start with those selected.
pre_selected_wikis = selection['wikis'] if 'wikis' in selection else []
pre_selected_metrics = selection['metrics'] if 'metrics' in selection else []
return side_bar.generate_side_bar(available_wikis, available_metrics,
pre_selected_wikis, pre_selected_metrics)
else: # if app hasn't loaded the path yet, wait to load sidebar later
return None;
else:
raise PreventUpdate("Sidebar already generated! sidebar must be generated only once");
def expand_graph(fig, s):
if not fig:
raise PreventUpdate()
if not s:
s = {}
s["visibility"] = "visible"
return s
def update_elements_cache_info(visualisation_session_info, elements_cache_info):
if not visualisation_session_info or not draw_poagraph:
raise PreventUpdate()
if elements_cache_info:
poagraph.remove_elements_data_faster(elements_cache_info)
new_elem_cache_info = visualisation.get_elem_cache_info(int(visualisation_session_info))
return str(new_elem_cache_info)
def prepare_results_file(n_clicks, results_values, file_format_values):
score_plot_data = PCAModel.get_plot_data()['score_plots']
pca_data = PCAModel()
if not n_clicks:
raise PreventUpdate('Callback triggered with no action.')
if not pca_data.results_exist:
return '#', 'secondary', dbc.Alert('Results do not exist.',
color='warning',
dismissable=True)
try:
path = pca_data.download_results(
'scores' in results_values, 'loadings' in results_values,
'explained_variance' in results_values, 'db_indices'
in results_values, file_format_values, score_plot_data)
message = dbc.Alert(f'Prepared results file as {path}',
color='success',
dismissable=True)
class_name = 'btn btn-success'
except Exception as e:
path = '#'
message = dbc.Alert([
html.P([html.Strong('Error: '), f'{e}']),
html.Strong('Traceback:'),
html.P(
html.Pre(traceback.format_exc(),
className='text-white'))
],
color='danger',
dismissable=True)
class_name = 'btn btn-secondary disabled'
return url_for('api.download_temporary_file',
path=path), class_name, message
def prepare_plots_file(n_clicks, file_format_values, width, height,
units, dpi):
plot_data = PCAModel.get_plot_data()
pca_data = PCAModel()
if not n_clicks:
raise PreventUpdate('Callback triggered with no action.')
if not pca_data.results_exist:
return '#', 'btn btn-secondary disabled', dbc.Alert(
'Results do not exist.', color='warning', dismissable=True)
try:
path = pca_data.download_plots(
plot_data['score_plots'], plot_data['loading_plots'],
plot_data['variance_plots'],
plot_data['cumulative_variance_plots'], file_format_values,
width, height, units, dpi)
message = dbc.Alert(f'Prepared plots file as {path}.',
color='success',
dismissable=True)
class_name = 'btn btn-success'
except Exception as e:
path = '#'
message = dbc.Alert([
html.P([html.Strong('Error: '), f'{e}']),
html.Strong('Traceback:'),
html.P(
html.Pre(traceback.format_exc(),
className='text-white'))
],
color='danger',
dismissable=True)
class_name = 'btn btn-secondary disabled'
return url_for('api.download_temporary_file',
path=path), class_name, message
def router_callback(pathname, search):
"""The router"""
if pathname is None:
raise PreventUpdate(
"Ignoring first Location.pathname callback")
page = self.routes.get(pathname, None)
if page is None:
layout = page_not_found(pathname)
elif isinstance(page, Component):
layout = page
elif callable(page):
kwargs = MultiDict(parse_qs(search.lstrip("?")))
layout = page(**kwargs)
if not isinstance(layout, Component):
msg = (
"Layout function must return a Dash Component.\n\n"
f"Function {page.__name__} from module {page.__module__} "
f"returned value of type {type(layout)} instead.")
raise InvalidLayoutError(msg)
else:
msg = (
"Page layouts must be a Dash Component or a callable that "
f"returns a Dash Component. Received value of type {type(page)}."
)
raise InvalidLayoutError(msg)
return layout
def update_graph_choice(*inputs):
"""
Update the value (plot choice) of the respective button and its label.
Args:
*inputs: The different plots (icons) for all shown/hidden traces \
for every graph type (total: max_traces * graph_types).
Returns:
list(str): The label and value of the various buttons, per \
trace menu.
"""
if all(x is None for x in inputs):
raise PreventUpdate()
triggered = dash.callback_context.triggered[0]["prop_id"]
triggered_id = triggered.split(".")[0]
# [:-2] to discard n
graph_type = triggered_id[:-2]
# Get configuration for the graph choice
(graph_name, needs_yvar, allows_multi, needs_zvar,
func) = graph2d_configs[graph_type]
disabled_z = not needs_zvar
display_z = "none" if disabled_z else "block"
return [
graph2d_configs[graph_type][0], graph_type, {
"display": display_z
}, disabled_z
]
def map_hover_data(hover_data, pathname, normalize, moving_mean):
if hover_data is None:
raise PreventUpdate()
if pathname == ('/' + IDS.Page.DAILY_STATE):
daily_change = False
else:
daily_change = True
voiv_name = str(hover_data['points'][0]['hovertext'])
print("Hover over: ", voiv_name.encode('utf-8'))
voiv = voivs[unidecode(voiv_name)]
plot = plot_single_voiv(voiv,
daily_change=daily_change,
moving_mean=moving_mean,
normalize=normalize != 0)
plot.update_layout(yaxis_title="", legend_title="Grupa osób")
state = voiv.get_state_daily().iloc[-1:]
if DS_WITH_RECOVERY_CASES:
badges = [
state.Wyleczeni.values[0], state.Chorzy.values[0],
state.Zgony.values[0]
]
else:
badges = [state.Zarazeni.values[0], state.Zgony.values[0]]
badges = list(
map(lambda val: 0 if np.isnan(val) else str(int(val)), badges))
return [voiv_name.title(), plot] + badges