def show_profile(q: Q):
del q.page["content"]
q.page['search'] = ui.form_card(
box=config.boxes['search'],
items=[
ui.text_xl("Customer Profiles from Model Predictions"),
ui.picker(name="customers",
label="Customer Phone Number",
choices=phone_choices,
max_choices=1,
values=q.args.customers,
trigger=True)
])
if not q.args.customers:
cleanup_pages(q)
q.page["empty_profile_page"] = ui.form_card(
box=config.boxes["empty_profile_page"],
items=[
ui.text_xl(
"To see the analysis results, you need to choose a phone number first."
)
])
else:
del q.page["empty_profile_page"]
df = pd.read_csv(config.testing_data_url)
cust_phone_no = int(q.args.customers[0])
q.client.selected_customer_index = int(
df[df[config.id_column] == cust_phone_no].index[0])
populate_churn_plots(q)
populate_customer_churn_stats(cust_phone_no, df, q)
def init(q: Q):
q.client.primary_color = '$blue'
q.client.secondary_color = '$cyan'
q.client.tertiary_color = '$azure'
q.page['meta'] = ui.meta_card(
box='',
title='Telco Churn Analytics',
layouts=[
ui.layout(breakpoint='xs',
zones=[
ui.zone('header'),
ui.zone('title'),
ui.zone('content',
zones=[
ui.zone('code'),
ui.zone('top',
direction=ui.ZoneDirection.ROW,
zones=[
ui.zone('top-plot',
size='70%'),
ui.zone('top-stats')
]),
ui.zone('middle',
direction=ui.ZoneDirection.ROW),
])
])
])
q.page['header'] = ui.header_card(
box='header',
title='Telecom Churn Analytics',
subtitle='EDA & Churn Modeling with AutoML & Wave',
nav=[
ui.nav_group('Main Menu',
items=[
ui.nav_item(name='analysis', label='Analysis'),
ui.nav_item(name='code',
label='Application Code'),
])
])
q.page['title'] = ui.section_card(
box='title',
title='Customer profiles from model predictions',
subtitle='Customer: No customer chosen',
items=[
# TODO: Replace with dropdown after https://github.com/h2oai/wave/pull/303 merged.
ui.picker(name='customers',
label='Customer Phone Number',
choices=[
ui.choice(name=str(phone), label=str(phone))
for phone in df['Phone']
],
max_choices=1,
trigger=True),
ui.toggle(name='theme', label='Dark Theme', trigger=True)
])
async def serve(q: Q):
if q.args.show_inputs:
q.page['example'].items = [
ui.text(f'selected={q.args.picker}'),
ui.button(name='show_form', label='Back', primary=True),
]
else:
q.page['example'] = ui.form_card(
box='1 1 4 10',
items=[
ui.picker(name='picker',
label='Place an order (try Spam, Eggs or Ham):',
choices=[
ui.choice(name='spam', label='Spam'),
ui.choice(name='eggs', label='Eggs'),
ui.choice(name='ham', label='Ham'),
ui.choice(name='cheese', label='Cheese'),
ui.choice(name='beans', label='Beans'),
ui.choice(name='toast', label='Toast'),
]),
ui.button(name='show_inputs', label='Submit', primary=True),
])
await q.page.save()
async def render(self, q: Q):
"""
Render card in Wave.
Args:
q: Wave server
"""
entity_choices = [
ui.choice(name=str(x), label=str(x)) for x in self.choice_ents
]
card = ui.form_card(box=self.box,
items=[
ui.picker(name='select_ents',
label='Entities',
choices=entity_choices,
values=self.select_ents,
trigger=True)
],
title=self.title,
commands=self.commands)
q.page[self.name] = card
async def serve(q: Q):
q.page['example'] = ui.form_card(box='1 1 4 10', items=[
ui.text_xl(content='Extra-large text, for headings.'),
ui.text_l(content='Large text, for sub-headings.'),
ui.text_m(content='Body text, for paragraphs and other content.'),
ui.text_s(content='Small text, for small print.'),
ui.text_xs(content='Extra-small text, for really small print.'),
ui.separator(label='A separator sections forms'),
ui.progress(label='A progress bar'),
ui.progress(label='A progress bar'),
ui.message_bar(type='success', text='Message bar'),
ui.textbox(name='textbox', label='Textbox'),
ui.label(label='Checkboxes'),
ui.checkbox(name='checkbox1', label='A checkbox'),
ui.checkbox(name='checkbox1', label='Another checkbox'),
ui.checkbox(name='checkbox1', label='Yet another checkbox'),
ui.toggle(name='toggle', label='Toggle'),
ui.choice_group(name='choice_group', label='Choice group', choices=[
ui.choice(name=x, label=x) for x in ['Egg', 'Bacon', 'Spam']
]),
ui.checklist(name='checklist', label='Checklist', choices=[
ui.choice(name=x, label=x) for x in ['Egg', 'Bacon', 'Spam']
]),
ui.dropdown(name='dropdown', label='Dropdown', choices=[
ui.choice(name=x, label=x) for x in ['Egg', 'Bacon', 'Spam']
]),
ui.dropdown(name='dropdown', label='Multi-valued Dropdown', values=[], choices=[
ui.choice(name=x, label=x) for x in ['Egg', 'Bacon', 'Spam']
]),
ui.combobox(name='combobox', label='Combobox', choices=['Choice 1', 'Choice 2', 'Choice 3']),
ui.slider(name='slider', label='Slider'),
ui.range_slider(name='range_slider', label='Range slider', max=99),
ui.spinbox(name='spinbox', label='Spinbox'),
ui.date_picker(name='date_picker', label='Date picker'),
ui.color_picker(name='color_picker', label='Color picker'),
ui.buttons([
ui.button(name='primary_button', label='Primary', primary=True),
ui.button(name='standard_button', label='Standard'),
ui.button(name='standard_disabled_button', label='Standard', disabled=True),
]),
ui.file_upload(name='file_upload', label='File upload'),
ui.table(name='table', columns=[
ui.table_column(name='col1', label='Column 1'),
ui.table_column(name='col2', label='Column 2'),
], rows=[
ui.table_row(name='row1', cells=['Text A', 'Text B']),
ui.table_row(name='row2', cells=['Text C', 'Text D']),
ui.table_row(name='row3', cells=['Text E', 'Text F']),
]),
ui.link(label='Link'),
ui.tabs(name='tabs', items=[
ui.tab(name='email', label='Mail', icon='Mail'),
ui.tab(name='events', label='Events', icon='Calendar'),
ui.tab(name='spam', label='Spam'),
]),
ui.expander(name='expander', label='Expander'),
ui.frame(path='https://example.com'),
ui.markup(content=html),
ui.template(
content=menu,
data=pack(dict(dishes=[
dict(name='Spam', price='$2.00'),
dict(name='Ham', price='$3.45'),
dict(name='Eggs', price='$1.75'),
]))
),
ui.picker(name='picker', label='Picker', choices=[
ui.choice('choice1', label='Choice 1'),
ui.choice('choice2', label='Choice 2'),
ui.choice('choice3', label='Choice 3'),
]),
ui.stepper(name='stepper', items=[
ui.step(label='Step 1', icon='MailLowImportance'),
ui.step(label='Step 2', icon='TaskManagerMirrored'),
ui.step(label='Step 3', icon='Cafe'),
]),
ui.visualization(
plot=ui.plot([ui.mark(type='interval', x='=product', y='=price', y_min=0)]),
data=data(fields='product price', rows=[(c, x) for c, x, _ in [f.next() for _ in range(n)]], pack=True),
),
ui.vega_visualization(
specification=spec,
data=data(fields=["a", "b"], rows=[
["A", rnd()], ["B", rnd()], ["C", rnd()],
["D", rnd()], ["E", rnd()], ["F", rnd()],
["G", rnd()], ["H", rnd()], ["I", rnd()]
], pack=True),
),
ui.button(name='show_inputs', label='Submit', primary=True),
])
await q.page.save()
def init_ui(q: Q):
q.page['meta'] = ui.meta_card(
title='Shopping Cart Recomendations',
box='',
layouts=[
ui.layout(breakpoint='xs',
zones=[
ui.zone('header', size='80px'),
ui.zone('cart', size='250px'),
ui.zone('trending'),
ui.zone('suggestions'),
]),
ui.layout(
breakpoint='m',
zones=[
ui.zone('header', size='80px'),
ui.zone('body',
size='1000px',
direction=ui.ZoneDirection.ROW,
zones=[
ui.zone('cart', size='300px'),
ui.zone('right-pane',
direction=ui.ZoneDirection.COLUMN,
zones=[
ui.zone('trending', size='600px'),
ui.zone('suggestions'),
]),
]),
]),
ui.layout(breakpoint='xl',
width='1600px',
zones=[
ui.zone('header', size='80px'),
ui.zone('body',
size='750px',
direction=ui.ZoneDirection.ROW,
zones=[
ui.zone('cart', size='300px'),
ui.zone('trending'),
ui.zone('suggestions'),
])
])
])
q.page.add(
'header',
ui.header_card(
box='header',
title=config.title,
subtitle=config.subtitle,
icon=config.icon,
icon_color=config.icon_color,
))
q.page['suggestions'] = ui.form_card(box='suggestions', items=[])
q.page['trending'] = ui.form_card(box='trending', items=[])
q.page['cart'] = ui.form_card(
box='cart',
items=[
ui.separator('Cart'),
ui.text('Search and add products to the cart'),
ui.picker(
name='cart_products',
choices=[
ui.choice(name=str(x), label=str(x))
for x in get_products_list()
],
values=q.client.cart_products,
trigger=True,
),
ui.button(name='toggle_theme', label='Toggle Theme', primary=True)
])
q.client.theme = 'default'
async def serve(q: Q):
if not q.client.initialized:
image = 'https://images.pexels.com/photos/220453/pexels-photo-220453.jpeg?auto=compress&h=750&w=1260'
f = FakeCategoricalSeries()
q.client.primary = '#000000'
q.client.page = '#e2e2e2'
q.client.card = '#ffffff'
q.client.text = '#000000'
q.page['meta'] = ui.meta_card(
box='',
theme='custom',
layouts=[
ui.layout(breakpoint='xs',
zones=[
ui.zone('header'),
ui.zone('content',
direction=ui.ZoneDirection.ROW,
zones=[
ui.zone('colors', size='340px'),
ui.zone('preview')
]),
ui.zone('footer')
])
])
q.page['header'] = ui.header_card(box='header',
title='Theme generator',
subtitle='Color your app easily',
icon='Color',
icon_color='$card')
q.page['form'] = ui.form_card(box='colors',
items=[
ui.color_picker(
name='primary',
label='Primary',
trigger=True,
alpha=False,
inline=True,
value=q.client.primary),
ui.color_picker(name='text',
label='Text',
trigger=True,
alpha=False,
inline=True,
value=q.client.text),
ui.color_picker(name='card',
label='Card',
trigger=True,
alpha=False,
inline=True,
value=q.client.card),
ui.color_picker(name='page',
label='Page',
trigger=True,
alpha=False,
inline=True,
value=q.client.page),
ui.text_xl('Check contrast'),
get_contrast('text', 'card', q),
get_contrast('card', 'primary', q),
get_contrast('text', 'page', q),
get_contrast('page', 'primary', q),
ui.text_xl('Copy code'),
ui.frame(content=get_theme_code(q),
height='180px'),
])
q.page['sample'] = ui.form_card(
box='preview',
items=[
ui.text_xl(content='Sample App to show colors'),
ui.progress(label='A progress bar'),
ui.inline([
ui.checkbox(name='checkbox1',
label='A checkbox',
value=True),
ui.checkbox(name='checkbox2', label='Another checkbox'),
ui.checkbox(name='checkbox3',
label='Yet another checkbox'),
ui.toggle(name='toggle', label='Toggle', value=True),
]),
ui.inline([
ui.date_picker(name='date_picker', label='Date picker'),
ui.picker(name='picker',
label='Picker',
choices=[
ui.choice('choice1', label='Choice 1'),
ui.choice('choice2', label='Choice 2'),
ui.choice('choice3', label='Choice 3'),
]),
ui.combobox(name='combobox',
label='Combobox',
choices=['Choice 1', 'Choice 2', 'Choice 3']),
ui.persona(title='John Doe',
subtitle='Data Scientist',
size='s',
image=image),
]),
ui.slider(name='slider', label='Slider', value=70),
ui.link(label='Link'),
ui.inline(justify='between',
items=[
ui.stepper(name='stepper',
width='500px',
items=[
ui.step(label='Step 1',
icon='MailLowImportance'),
ui.step(
label='Step 2',
icon='TaskManagerMirrored'),
ui.step(label='Step 3',
icon='Cafe'),
]),
ui.tabs(name='menu',
value='email',
items=[
ui.tab(name='email',
label='Mail',
icon='Mail'),
ui.tab(name='events',
label='Events',
icon='Calendar'),
ui.tab(name='spam', label='Spam'),
]),
]),
ui.inline(items=[
ui.table(
name='table',
width='50%',
columns=[
ui.table_column(
name='name', label='Name', min_width='80px'),
ui.table_column(name='surname',
label='Surname',
filterable=True),
ui.table_column(name='age',
label='Age',
sortable=True),
ui.table_column(
name='progress',
label='Progress',
cell_type=ui.progress_table_cell_type(
color='$themePrimary')),
],
rows=[
ui.table_row(name='row1',
cells=['John', 'Doe', '25', '0.90']),
ui.table_row(name='row2',
cells=['Ann', 'Doe', '35', '0.75']),
ui.table_row(
name='row3',
cells=['Casey', 'Smith', '40', '0.33']),
],
height='330px',
),
ui.visualization(
width='50%',
plot=ui.plot([
ui.mark(type='interval',
x='=product',
y='=price',
y_min=0)
]),
data=data(fields='product price',
rows=[(c, x) for c, x, _ in
[f.next() for _ in range(20)]],
pack=True),
),
]),
ui.buttons([
ui.button(name='primary_button',
label='Primary',
primary=True),
ui.button(name='standard_button', label='Standard'),
ui.button(name='standard_disabled_button',
label='Disabled',
disabled=True),
ui.button(name='icon_button',
icon='Heart',
caption='Tooltip text'),
]),
])
q.page['footer'] = ui.footer_card(
box='footer', caption='(c) 2021 H2O.ai. All rights reserved.')
q.client.themes = [
ui.theme(name='custom',
text=q.client.text,
card=q.client.card,
page=q.client.page,
primary=q.client.primary)
]
q.client.initialized = True
if q.args.primary:
q.client.themes[0].primary = q.args.primary
q.client.primary = q.args.primary
if q.args.text:
q.client.themes[0].text = q.args.text
q.client.text = q.args.text
if q.args.card:
q.client.themes[0].card = q.args.card
q.client.card = q.args.card
if q.args.page:
q.client.themes[0].page = q.args.page
q.client.page = q.args.page
q.page['meta'].themes = q.client.themes
q.page['form'].items[5] = get_contrast('text', 'card', q)
q.page['form'].items[6] = get_contrast('card', 'primary', q)
q.page['form'].items[7] = get_contrast('text', 'page', q)
q.page['form'].items[8] = get_contrast('page', 'primary', q)
q.page['form'].items[10].frame.content = get_theme_code(q)
await q.page.save()