def element_list_from_func(func):
""" TODO: Deprecate """
arg_name_and_dflt = extract_name_and_default(func)
elements = list()
elements.append(hc.H3(func.__name__))
for d in arg_name_and_dflt:
elements.append(component_for_arg_spec(d, id_prefix=f"{func.__name__}"))
return elements
def div_list_from_func(func):
arg_name_and_dflt = extract_name_and_default(func)
div_list = list()
div_list.append(html.H3(func.__name__))
for d in arg_name_and_dflt:
div_list.append(html.Label(d['name']))
if d['default'] is not None:
value = d['default']
if isinstance(value,
bool) or not isinstance(value, (int, float, str)):
value = str(value)
else:
value = ''
div_list.append(
dcc.Input(id=d['name'],
value=value,
type=input_type_from_signature(d)))
return div_list
from py2dash.component_makers import div_list_from_func
from py2dash.component_makers import dropdown_from_list
from otolite.skdash.controller import Controller, estimators
from otolite.skdash.controller import run_model
from py2dash.util import extract_name_and_default, SignatureExtractor
from py2dash.util import Ids
external_stylesheets = ['https://codepen.io/chriddyp/pen/bWLwgP.css']
app = dash.Dash(__name__, external_stylesheets=external_stylesheets)
extract_signature = SignatureExtractor(attrs=('name', 'default', 'annotation'))
undefined = extract_name_and_default(dcc.Input)[0]['default']
func = run_model
div_list = div_list_from_func(func)
if func == run_model:
div_list.extend([
hc.Button(id='submit-button', n_clicks=0, children='Submit'),
hc.Div(id='output-state')])
ids = Ids()
app.layout = hc.Div([
hc.Div([
hc.Label('Learner Kind'),
dropdown_from_list(Controller.list_learner_kinds(), id=ids.learner_kind)]),