def build_multidrop_card(id, m, content_dict, language):
title_mapping = get_title_mapping()
insert_data = \
[
dbc.Col(
html.Div([
dcc.Dropdown(
options=[{'label': title_mapping[language][x], 'value': x} for x in content_dict['vals']],
value=[],
id={
'type': 'mortality' if m else 'infection',
'index': "calc-multidrop-{}".format(id)
},
multi=True,
)],
id = "calc-multidrop-{}-wrapper".format(id),
)
),
]
card = [
dbc.Row(insert_data),
dbc.Tooltip(
content_dict['explanation'],
target="calc-multidrop-{}-wrapper".format(id),
),
]
return card
def build_multidrop_card(_id, m, content_dict, language):
"""Used to select multiple from chronic diseases at bottom of mortality calculator"""
title_mapping = get_title_mapping()
insert_data = [
dbc.Col(
html.Div(
id="calc-multidrop-{}-wrapper".format(_id),
children=dcc.Dropdown(options=[{
'label':
title_mapping[language][x],
'value':
x
} for x in content_dict['vals']],
value=[],
id={
'type':
'mortality' if m else 'infection',
'index':
"calc-multidrop-{}".format(_id)
},
className="dcc_dropdown",
multi=True),
)),
]
card = [
dbc.Row(insert_data),
dbc.Tooltip(
content_dict['explanation'],
target="calc-multidrop-{}-wrapper".format(_id),
),
]
return card
def build_feature_cards(features, m=True, labs=False, language=0):
"""This builds all the feature cards"""
card_content = []
cards = []
inputs = features["numeric"]
dropdowns = features["categorical"]
multidrop = features["multidrop"]
title_mapping = get_title_mapping()
for _id, content_dict in enumerate(dropdowns):
card_content.append((content_dict['name'],
build_dropdown_card(str(_id), m, content_dict,
language)))
for _id, content_dict in enumerate(inputs):
if not labs and title_mapping[0][content_dict['name']] == oxygen:
card_content.append((content_dict['name'],
build_oxygen_card(str(_id), labs, m,
content_dict, language)))
else:
card_content.append((content_dict['name'],
build_input_card(str(_id), m, content_dict)))
if m:
for _id, content_dict in enumerate(multidrop):
card_content.append((content_dict['name'],
build_multidrop_card(str(_id), m,
content_dict, language)))
for name, c in card_content:
content = dbc.Card([
dbc.CardHeader(title_mapping[language][name],
style={"fontWeight": "bold"}),
dbc.CardBody(c, className="feat-options-body")
],
className="feat-options")
if name == "Comorbidities":
w2 = 12
w1 = 12
elif not labs and title_mapping[0][name] == oxygen:
w2 = 6
w1 = 12
else:
w2 = 3
w1 = 6
card = dbc.Col(
[content],
style={
'paddingBottom': 20,
'borderColor': 'red'
},
xs=w1,
sm=w1,
md=w1,
lg=w2,
)
cards.append(card)
return cards
def build_feature_cards(m=True, labs=False, language=0):
if m:
if labs:
with open('assets/risk_calculators/mortality/labs_json.pkl',
'rb') as file:
features_pickle = pickle.load(file)
else:
with open(
'assets/risk_calculators/mortality/without_labs_json.pkl',
'rb') as file:
features_pickle = pickle.load(file)
else:
if labs:
with open('assets/risk_calculators/infection/labs_json.pkl',
'rb') as file:
features_pickle = pickle.load(file)
else:
with open(
'assets/risk_calculators/infection/without_labs_json.pkl',
'rb') as file:
features_pickle = pickle.load(file)
features = features_pickle["json"]
card_content = []
cards = []
inputs = features["numeric"]
dropdowns = features["categorical"]
multidrop = features["multidrop"]
title_mapping = get_title_mapping()
for id, content_dict in enumerate(dropdowns):
card_content.append((content_dict['name'],
build_dropdown_card(str(id), m, content_dict,
language)))
for id, content_dict in enumerate(inputs):
if not labs and title_mapping[0][content_dict['name']] == oxygen:
card_content.append((content_dict['name'],
build_oxygen_card(str(id), labs, m,
content_dict, language)))
else:
card_content.append((content_dict['name'],
build_input_card(str(id), m, content_dict)))
if m:
for id, content_dict in enumerate(multidrop):
card_content.append((content_dict['name'],
build_multidrop_card(str(id), m, content_dict,
language)))
for name, c in card_content:
content = dbc.Card([
dbc.CardHeader(title_mapping[language][name],
style={"fontWeight": "bold"}),
dbc.CardBody(c, className="feat-options-body")
],
className="feat-options")
if name == "Comorbidities":
w2 = 12
w1 = 12
elif not labs and title_mapping[0][name] == oxygen:
w2 = 6
w1 = 12
else:
w2 = 3
w1 = 6
card = \
dbc.Col([content],
style={
'paddingBottom':20,
'borderColor':'red'
},
xs=w1,
sm=w1,
md=w1,
lg=w2,
)
cards.append(card)
return cards