def create_figure(m, m_source, columns):
print("creating figure with x = %s, y = %s, color = %s, size = %s" %
(x.value, y.value, color.value, size.value))
tooltips = [("id", "@id"), (x.value, "@{%s}" % x.value),
(y.value, "@{%s}" % y.value)]
if color.value != 'None':
tooltips += [(color.value, "@{%s}" % color.value)]
if size.value != 'None':
tooltips += [(size.value, "@{%s}" % size.value)]
x_range = range_defaults[x.value] if x.value in range_defaults else None
y_range = range_defaults[y.value] if y.value in range_defaults else None
p = figure(plot_height=800,
plot_width=800,
x_range=x_range,
y_range=y_range,
tooltips=tooltips,
tools=["tap", "hover", "box_select", "reset", "save"],
title=("%s: %s vs %s" % (data.value, y.value, x.value)))
p.xaxis.axis_label = x.value
p.yaxis.axis_label = y.value
sz = 8
print("size.value = '%s'" % size.value)
if size.value != 'None':
if (size.value + "_plotsize") in m:
sz = size.value + "_plotsize"
else:
sz = size.value
print(sz)
mapper = None
c = "#31AADE"
if color.value != 'None':
if color.value in colormap_overrides:
colormap_args = colormap_overrides[color.value]
else:
colormap_args = dict(palette=Viridis5)
if 'low' not in colormap_args:
colormap_args['low'] = m[color.value].min()
if 'high' not in colormap_args:
colormap_args['high'] = m[color.value].max()
print(color.value, colormap_args)
mapper = linear_cmap(field_name=color.value, **colormap_args)
c = mapper
p.circle(x=x.value,
y=y.value,
color=c,
size=sz,
line_color=c,
alpha=0.4,
hover_color='white',
hover_alpha=0.7,
source=m_source)
fs = "1.3em"
if mapper:
color_bar = ColorBar(color_mapper=mapper['transform'],
width=8,
location=(0, 0))
color_bar.major_label_text_font_size = fs
color_bar.major_label_text_align = "left"
p.add_layout(color_bar, 'right')
p.yaxis.axis_label_text_font_size = fs
p.yaxis.major_label_text_font_size = fs
p.xaxis.axis_label_text_font_size = fs
p.xaxis.major_label_text_font_size = fs
p.title.text_font_size = fs
return p
source=heatmap_source,
width=1,
height=1,
fill_color=transform('counts', mapper),
line_color=None)
labels = LabelSet(x="DAY_OF_WEEK",
y="HOUR",
text="counts",
source=heatmap_source,
text_font_size='1em',
x_offset=-10,
y_offset=-10)
colorbar = ColorBar(color_mapper=mapper, location=(0, 0))
colorbar.major_label_text_align = 'left'
heatmap.add_layout(labels)
heatmap.add_layout(colorbar, "right")
heatmap.axis.axis_line_color = None
heatmap.axis.major_tick_line_color = None
heatmap.axis.major_label_text_font_size = "8pt"
heatmap.axis.major_label_standoff = 0
def update_top10():
start_date, end_date = selected_months.value_as_date
data = get_top10_groups(start_date, end_date,
[districts[i]
for i in selected_districts.active]).sort_values(
