Dashboard

Make a dashboard using a multitude of cards and update them live.

from faker import Faker
import time
from h2o_wave import site, data, ui
from synth import FakePercent, FakeCategoricalSeries
fake = Faker()
light_theme_colors = '$red $pink $purple $violet $indigo $blue $azure $cyan $teal $mint $green $amber $orange $tangerine'.split() # noqa: E501
dark_theme_colors = '$red $pink $blue $azure $cyan $teal $mint $green $lime $yellow $amber $orange $tangerine'.split()
_color_index = -1
colors = dark_theme_colors
def next_color():
global _color_index
_color_index += 1
return colors[_color_index % len(colors)]
_curve_index = -1
curves = 'linear smooth step step-after step-before'.split()
def next_curve():
global _curve_index
_curve_index += 1
return curves[_curve_index % len(curves)]
def create_dashboard(update_freq=0.0):
page = site['/demo']
simples = []
for i in range(1, 7):
f = FakePercent()
val, pc = f.next()
c = page.add(f'a{i}', ui.small_stat_card(
box=f'{i} 1 1 1',
title=fake.cryptocurrency_name(),
value=f'${val:.2f}',
))
simples.append((f, c))
simples_colored = []
for i in range(1, 7):
f = FakeCategoricalSeries()
cat, val, pc = f.next()
c = page.add(f'aa{i}', ui.small_series_stat_card(
box=f'{6 + i} 1 1 1',
title=fake.cryptocurrency_code(),
value='=${{intl qux minimum_fraction_digits=2 maximum_fraction_digits=2}}',
data=dict(qux=val, quux=pc / 100),
plot_category='foo',
plot_value='qux',
plot_color=next_color(),
plot_data=data('foo qux', -15),
plot_zero_value=0,
plot_curve=next_curve(),
))
simples_colored.append((f, c))
lines = []
for i in range(1, 13, 2):
f = FakeCategoricalSeries()
cat, val, pc = f.next()
c = page.add(f'b{i}', ui.wide_series_stat_card(
box=f'{i} 2 2 1',
title=fake.cryptocurrency_name(),
value='=${{intl qux minimum_fraction_digits=2 maximum_fraction_digits=2}}',
aux_value='={{intl quux style="percent" minimum_fraction_digits=1 maximum_fraction_digits=1}}',
data=dict(qux=val, quux=pc / 100),
plot_category='foo',
plot_value='qux',
plot_color=next_color(),
plot_data=data('foo qux', -15),
plot_zero_value=0,
plot_curve=next_curve(),
))
lines.append((f, c))
bars = []
for i in range(1, 13, 2):
f = FakeCategoricalSeries()
cat, val, pc = f.next()
c = page.add(f'c{i}', ui.wide_series_stat_card(
box=f'{i} 3 2 1',
title=fake.cryptocurrency_name(),
value='=${{intl qux minimum_fraction_digits=2 maximum_fraction_digits=2}}',
aux_value='={{intl quux style="percent" minimum_fraction_digits=1 maximum_fraction_digits=1}}',
data=dict(qux=val, quux=pc),
plot_type='interval',
plot_category='foo',
plot_value='qux',
plot_color=next_color(),
plot_data=data('foo qux', -25),
plot_zero_value=0
))
bars.append((f, c))
large_pcs = []
for i in range(1, 13):
f = FakePercent()
val, pc = f.next()
c = page.add(f'd{i}', ui.tall_gauge_stat_card(
box=f'{i} 4 1 2',
title=fake.cryptocurrency_name(),
value='=${{intl foo minimum_fraction_digits=2 maximum_fraction_digits=2}}',
aux_value='={{intl bar style="percent" minimum_fraction_digits=2 maximum_fraction_digits=2}}',
plot_color=next_color(),
progress=pc,
data=dict(foo=val, bar=pc / 100),
))
large_pcs.append((f, c))
large_lines = []
for i in range(1, 13):
f = FakeCategoricalSeries()
cat, val, pc = f.next()
c = page.add(f'e{i}', ui.tall_series_stat_card(
box=f'{i} 6 1 2',
title=fake.cryptocurrency_name(),
value='=${{intl qux minimum_fraction_digits=2 maximum_fraction_digits=2}}',
aux_value='={{intl quux style="percent" minimum_fraction_digits=1 maximum_fraction_digits=1}}',
data=dict(qux=val, quux=pc),
plot_type='area',
plot_category='foo',
plot_value='qux',
plot_color=next_color(),
plot_data=data('foo qux', -15),
plot_zero_value=0,
plot_curve=next_curve(),
))
large_lines.append((f, c))
small_pcs = []
for i in range(1, 7, 2):
f = FakePercent()
val, pc = f.next()
c = page.add(f'f{i}', ui.wide_gauge_stat_card(
box=f'{i} 8 2 1',
title=fake.cryptocurrency_name(),
value='=${{intl foo minimum_fraction_digits=2 maximum_fraction_digits=2}}',
aux_value='={{intl bar style="percent" minimum_fraction_digits=2 maximum_fraction_digits=2}}',
plot_color=next_color(),
progress=pc,
data=dict(foo=val, bar=pc / 100),
))
small_pcs.append((f, c))
small_pbs = []
for i in range(7, 13, 2):
f = FakePercent()
val, pc = f.next()
c = page.add(f'f{i}', ui.wide_bar_stat_card(
box=f'{i} 8 2 1',
title=fake.cryptocurrency_name(),
value='=${{intl foo minimum_fraction_digits=2 maximum_fraction_digits=2}}',
aux_value='={{intl bar style="percent" minimum_fraction_digits=2 maximum_fraction_digits=2}}',
plot_color=next_color(),
progress=pc,
data=dict(foo=val, bar=pc / 100),
))
small_pbs.append((f, c))
large_cards = []
for i in range(1, 7, 2):
f = FakePercent()
val, pc = f.next()
c = page.add(f'g{i}', ui.large_stat_card(
box=f'{i} 9 2 2',
title=fake.cryptocurrency_name(),
value='=${{intl qux minimum_fraction_digits=2 maximum_fraction_digits=2}}',
aux_value='={{intl quux style="percent" minimum_fraction_digits=1 maximum_fraction_digits=1}}',
data=dict(qux=val, quux=pc / 100),
caption=' '.join(fake.sentences()),
))
large_cards.append((f, c))
large_pbs = []
for i in range(7, 13, 2):
f = FakePercent()
val, pc = f.next()
c = page.add(f'g{i}', ui.large_bar_stat_card(
box=f'{i} 9 2 2',
title=fake.cryptocurrency_name(),
value='=${{intl foo minimum_fraction_digits=2 maximum_fraction_digits=2}}',
value_caption='This Month',
aux_value='={{intl bar style="percent" minimum_fraction_digits=2 maximum_fraction_digits=2}}',
aux_value_caption='Previous Month',
plot_color=next_color(),
progress=pc,
data=dict(foo=val, bar=pc / 100),
caption=' '.join(fake.sentences(2)),
))
large_pbs.append((f, c))
page.save()
while update_freq > 0:
time.sleep(update_freq)
for f, c in simples:
val, pc = f.next()
c.value = f'${val:.2f}',
for f, c in simples_colored:
cat, val, pc = f.next()
c.data.qux = val
c.data.quux = pc / 100
c.plot_data[-1] = [cat, val]
for f, c in lines:
cat, val, pc = f.next()
c.data.qux = val
c.data.quux = pc / 100
c.plot_data[-1] = [cat, val]
for f, c in bars:
cat, val, pc = f.next()
c.data.qux = val
c.data.quux = pc / 100
c.plot_data[-1] = [cat, val]
for f, c in large_lines:
cat, val, pc = f.next()
c.data.qux = val
c.data.quux = pc / 100
c.plot_data[-1] = [cat, val]
for f, c in large_pcs:
val, pc = f.next()
c.data.foo = val
c.data.bar = pc
c.progress = pc
for f, c in small_pcs:
val, pc = f.next()
c.data.foo = val
c.data.bar = pc
c.progress = pc
for f, c in small_pbs:
val, pc = f.next()
c.data.foo = val
c.data.bar = pc
c.progress = pc
for f, c in large_cards:
val, pc = f.next()
c.data.qux = val
c.data.quux = pc
for f, c in large_pbs:
val, pc = f.next()
c.data.foo = val
c.data.bar = pc
c.progress = pc
page.save()
create_dashboard(update_freq=0.25)

Tags: โ€‚dashboard