def make_bump_chart(self):
self.plot_df['year'] = pd.to_datetime(
self.plot_df['year'].astype(str) + '-01-01')
brush = alt.selection(type='interval', encodings=['x'])
a = alt.Chart(self.plot_df).mark_line(
point=True, interpolate='monotone').encode(
x='year:T',
y='rank:Q',
color=alt.Color('Topic:N', sort='descending'),
tooltip=['year:T', 'rank:Q', 'Topic:N', 'rate']).properties(
height=400,
width=800).transform_filter(brush).interactive()
b = alt.Chart(self.plot_df).mark_area().encode(
y='sum(rate):Q',
x='year:T',
).properties(width=800, height=100).add_selection(brush)
if self.add_data_names != ['All']:
add_charts = [
self.make_add_data_chart(i, brush) for i in self.add_data_names
]
chart = alt.vconcat(a, *add_charts, b, padding=0,
spacing=0).configure_view(
stroke=None).configure_axis(grid=False)
return chart
else:
chart = alt.vconcat(a, b, padding=0, spacing=0).configure_view(
stroke=None).configure_axis(grid=False)
return chart
def make_ridge_chart(self):
self.plot_df['year'] = pd.to_datetime(
self.plot_df['year'].astype(str) + '-01-01')
brush = alt.selection_interval(encodings=['x'])
step = 18
overlap = 7
# Topic selection
selection = alt.selection_multi(fields=['Topic'])
# смена цвета на выборе темы -- всё что не выделили делается серым
color = alt.condition(
selection,
alt.Color('Topic:N',
legend=None,
scale=alt.Scale(scheme="rainbow")),
alt.value('lightgray'))
a = alt.hconcat(
alt.Chart(self.plot_df).mark_area(
fillOpacity=0.6, interpolate='monotone').encode(
x=alt.X('year:T'),
y=alt.Y('rate:Q',
scale=alt.Scale(range=[0, -overlap * (step + 1)]),
axis=None),
row=alt.Row('Topic:N',
header=alt.Header(title=None,
labelPadding=0,
labelFontSize=0)),
color=color).add_selection(selection).properties(
width=800,
height=step,
bounds='flush',
).transform_filter(brush),
alt.Chart(self.plot_df,
height=500).mark_point().encode(
y=alt.Y('Topic:N', axis=alt.Axis(orient='right')),
color=color).add_selection(selection))
b = alt.Chart(self.plot_df).mark_area(interpolate='monotone').encode(
y='sum(rate):Q',
x='year:T',
).properties(width=800, height=100).add_selection(brush)
if self.add_data_names != ['All']:
add_charts = [
self.make_add_data_chart(i, brush) for i in self.add_data_names
]
chart = alt.vconcat(a, *add_charts, b, padding=0,
spacing=0).configure_view(
stroke=None).configure_axis(grid=False)
return chart
else:
chart = alt.vconcat(a, b, padding=0, spacing=0).configure_view(
stroke=None).configure_axis(grid=False)
return chart
def generate_channel_plot(df, A, min_date="2019-10-01", channel="release"):
channel_release_disp_days = dict(release=30, beta=10, nightly=7,)
max_days_post_pub = channel_release_disp_days[channel]
od = OrderedDict()
for os in ("Windows_NT", "Darwin", "Linux"):
osdf = df.query("os == @os")
pdf = (
up.format_os_df_plot(osdf, pub_date_col=c.rls_date, channel=channel)
.query(f"submission_date > '{min_date}'")
.assign(os=os)
.query("nth_recent_release == nth_recent_release")
)
ch = (
up.os_plot_base_release(
pdf,
color="vers:O",
separate=False,
A=A,
channel=channel,
max_days_post_pub=max_days_post_pub,
)
.properties(height=500, width=700, title=f"OS = {os}")
.interactive()
)
od[os] = ch
generate_channel_plot.od = od
return (
A.vconcat(*od.values())
.resolve_scale(color="independent")
.resolve_axis(y="shared")
)
def make_ridge_chart(self):
self.plot_df['year'] = pd.to_datetime(self.plot_df['year'].astype(str) + '-01-01')
brush = alt.selection(type='interval', encodings=['x'])
step = 18
overlap = 4
a = alt.Chart(self.plot_df).mark_area(stroke='black', strokeWidth=0, fillOpacity=0.6).encode(
x=alt.X('year:T'),
y=alt.Y('rate:Q', scale=alt.Scale(range=[0, -overlap * (step + 1)]), axis=None),
row=alt.Row('Topic:N', header=alt.Header(title=None, labelPadding=0, labelFontSize=0)),
color='Topic:N'
).properties(
width=800,
height=step,
bounds='flush',
).transform_filter(
brush
)
b = alt.Chart(self.plot_df).mark_area().encode(
y='sum(rate):Q',
x='year:T',
).properties(
width=800,
height=100
).add_selection(
brush
)
if self.add_data_names != ['All']:
add_charts = [self.make_add_data_chart(i, brush) for i in self.add_data_names]
chart = alt.vconcat(
a, *add_charts, b, padding=0, spacing=0
).configure_view(
stroke=None
).configure_axis(
grid=False
)
return chart
else:
chart = alt.vconcat(
a, b, padding=0, spacing=0
).configure_view(
stroke=None
).configure_axis(
grid=False
)
return chart