async def initialize(q: Q):
# Initialize H2O-3 model and tests data set
churn_predictor.build_model(config.training_data_url, config.default_model)
churn_predictor.set_testing_data_frame(config.testing_data_url)
churn_predictor.predict()
q.app.header_png = await q.site.upload([config.image_path])
q.app.training_file_url = await q.site.upload([config.working_data])
q.page["title"] = ui.header_card(
box=config.boxes["banner"],
title=config.title,
subtitle=config.subtitle,
icon=config.icon,
icon_color=config.color,
)
q.page["nav_bar"] = ui.tab_card(
box=config.boxes["navbar"],
value=f'#{q.args["#"]}',
items=[
ui.tab(name="#profile", label="Customer Profiles"),
ui.tab(name="#tour", label="Application Code"),
],
)
q.page['meta'] = ui.meta_card(box='', title='Telcom Churn Analytics')
q.client.app_initialized = True
async def serve(q: Q):
hash = q.args['#']
if hash:
blurb = q.page['blurb']
if hash == 'menu/spam':
blurb.content = "Sorry, we're out of spam!"
elif hash == 'menu/ham':
blurb.content = "Sorry, we're out of ham!"
elif hash == 'menu/eggs':
blurb.content = "Sorry, we're out of eggs!"
elif hash == 'about':
blurb.content = 'Everything here is gluten-free!'
else:
q.page['nav'] = ui.tab_card(
box='1 1 4 1',
items=[
ui.tab(name='#menu/spam', label='Spam'),
ui.tab(name='#menu/ham', label='Ham'),
ui.tab(name='#menu/eggs', label='Eggs'),
ui.tab(name='#about', label='About'),
],
)
q.page['blurb'] = ui.markdown_card(
box='1 2 4 2',
title='Store',
content='Welcome to our store!',
)
await q.page.save()
def card_navbar() -> ui.TabCard:
"""
Card for top navigation bar.
"""
card = ui.tab_card(box=box_nav_bar,
items=[
ui.tab(name='#home', label='Home'),
ui.tab(name='#data', label='People')
])
return card
async def serve(q: Q):
if not q.client.initialized:
q.client.tab = 'a'
q.page['tabs'] = ui.tab_card( # Initialize once
box='1 1 4 1',
items=[ui.tab(name=f'#{t}', label=t.upper()) for t in TABS])
q.client.initialized = True
if q.args['#']:
q.client.tab = str(q.args['#'])
await remove_cards(q)
await display_tab(q)
await q.page.save()
async def serve(q: Q):
if '#' in q.args:
hash_ = q.args['#']
q.page['tabs'] = ui.form_card(box='1 1 2 5', items=[
ui.text(f'#={hash_}'),
ui.button(name='show_tabs', label='Back', primary=True),
])
else:
q.page['tabs'] = ui.tab_card(
box='1 1 4 1',
items=[
ui.tab(name='#menu/spam', label='Spam'),
ui.tab(name='#menu/ham', label='Ham'),
ui.tab(name='#menu/eggs', label='Eggs'),
ui.tab(name='#about', label='About'),
],
)
await q.page.save()
async def serve(q: Q):
content = 'Welcome to our store!'
location = q.args['#']
if location:
if location == 'menu/spam':
content = "Sorry, we're out of spam!"
elif location == 'menu/ham':
content = "Sorry, we're out of ham!"
elif location == 'menu/eggs':
content = "Sorry, we're out of eggs!"
elif location == 'about':
content = 'Everything here is gluten-free!'
if not q.client.initialized:
q.page['nav'] = ui.tab_card(
box='1 1 4 1',
items=[
ui.tab(name='#menu/spam', label='Spam'),
ui.tab(name='#menu/ham', label='Ham'),
ui.tab(name='#menu/eggs', label='Eggs'),
ui.tab(name='#about', label='About'),
],
value=f'#{location}' if location else None,
)
q.page['blurb'] = ui.markdown_card(
box='1 2 4 2',
title='Store',
content=content,
)
q.client.initialized = True
elif location:
blurb = q.page['blurb']
blurb.content = content
await q.page.save()
async def serve(q: Q):
hash = q.args['#']
if hash == 'form':
q.page['navigation'] = ui.form_card(box='1 1 -1 11', items=[
ui.table(
name='issues',
columns=columns,
rows=[ui.table_row(
name=issue.id,
cells=[issue.to_sid, issue.from_sid, issue.quote, issue.author,
issue.quote_category, issue.vote, str(issue.quote_length), str(issue.num_unique_words)]
) for issue in issues],
groupable=True,
downloadable=False,
resettable=True,
height='800px'
),
ui.button(name='show_tabs', label='Back', primary=True),
])
elif hash == 'home':
q.page['navigation'] = ui.form_card(box='1 1 4 -1', items=[
ui.text(sample_markdown),
ui.button(name='show_tabs', label='Back', primary=True),
])
else:
q.page['navigation'] = ui.tab_card(
box='1 1 4 1',
items=[
ui.tab(name='#home', label='Home'),
ui.tab(name='#form', label='Quote Table')
],
link = True,
)
await q.page.save()