def make_plot(plot_list, use_median=False, plot_width=None, plot_height=None):
data = []
for idx, plt in enumerate(plot_list):
color = core.color_defaults[idx % len(core.color_defaults)]
if use_median:
x = range(len(plt.percentile50))
y = list(plt.percentile50)
y_upper = list(plt.percentile75)
y_lower = list(plt.percentile25)
else:
x = range(len(plt.means))
y = list(plt.means)
y_upper = list(plt.means + plt.stds)
y_lower = list(plt.means - plt.stds)
data.append(
go.Scatter(x=x + x[::-1],
y=y_upper + y_lower[::-1],
fill='tozerox',
fillcolor=core.hex_to_rgb(color, 0.2),
line=go.Line(color='transparent'),
showlegend=False,
legendgroup=plt.legend,
hoverinfo='none'))
data.append(
go.Scatter(
x=x,
y=y,
name=plt.legend,
legendgroup=plt.legend,
line=dict(color=core.hex_to_rgb(color)),
))
layout = go.Layout(
legend=dict(
x=1,
y=1,
# xanchor="left",
# yanchor="bottom",
),
width=plot_width,
height=plot_height,
)
fig = go.Figure(data=data, layout=layout)
return po.plot(fig, output_type='div', include_plotlyjs=False)
def make_plot(plot_list,
use_median=False,
plot_width=None,
plot_height=None,
title=None):
data = []
p25, p50, p75 = [], [], []
for idx, plt in enumerate(plot_list):
color = core.color_defaults[idx % len(core.color_defaults)]
if use_median:
p25.append(np.mean(plt.percentile25))
p50.append(np.mean(plt.percentile50))
p75.append(np.mean(plt.percentile75))
x = list(range(len(plt.percentile50)))
y = list(plt.percentile50)
y_upper = list(plt.percentile75)
y_lower = list(plt.percentile25)
else:
x = list(range(len(plt.means)))
y = list(plt.means)
y_upper = list(plt.means + plt.stds)
y_lower = list(plt.means - plt.stds)
data.append(
go.Scatter(x=x + x[::-1],
y=y_upper + y_lower[::-1],
fill='tozerox',
fillcolor=core.hex_to_rgb(color, 0.2),
line=go.Line(color='transparent'),
showlegend=False,
legendgroup=plt.legend,
hoverinfo='none'))
data.append(
go.Scatter(
x=x,
y=y,
name=plt.legend,
legendgroup=plt.legend,
line=dict(color=core.hex_to_rgb(color)),
))
p25str = '['
p50str = '['
p75str = '['
for p25e, p50e, p75e in zip(p25, p50, p75):
p25str += (str(p25e) + ',')
p50str += (str(p50e) + ',')
p75str += (str(p75e) + ',')
p25str += ']'
p50str += ']'
p75str += ']'
print(p25str)
print(p50str)
print(p75str)
layout = go.Layout(
legend=dict(
x=1,
y=1,
# xanchor="left",
# yanchor="bottom",
),
width=plot_width,
height=plot_height,
title=title,
)
fig = go.Figure(data=data, layout=layout)
fig_div = po.plot(fig, output_type='div', include_plotlyjs=False)
if "footnote" in plot_list[0]:
footnote = "<br />".join([
r"<span><b>%s</b></span>: <span>%s</span>" %
(plt.legend, plt.footnote) for plt in plot_list
])
return r"%s<div>%s</div>" % (fig_div, footnote)
else:
return fig_div
def make_plot(plot_list, use_median=False, use_five_numbers=False, plot_width=None, plot_height=None, title=None,
xlim=None, ylim=None):
data = []
p25, p50, p75 = [], [], []
p0, p100 = [], []
for idx, plt in enumerate(plot_list):
color = core.color_defaults[idx % len(core.color_defaults)]
if use_median:
p25.append(np.mean(plt.percentile25))
p50.append(np.mean(plt.percentile50))
p75.append(np.mean(plt.percentile75))
x = list(range(len(plt.percentile50)))
y = list(plt.percentile50)
y_upper = list(plt.percentile75)
y_lower = list(plt.percentile25)
y_extras = []
elif use_five_numbers:
p0.append(np.mean(plt.percentile0))
p25.append(np.mean(plt.percentile25))
p50.append(np.mean(plt.percentile50))
print('>>> mean: {}'.format(plt.mean))
p75.append(np.mean(plt.percentile75))
p100.append(np.mean(plt.percentile100))
x = list(range(len(plt.percentile50)))
y = list(plt.percentile50)
y_upper = list(plt.percentile75)
y_lower = list(plt.percentile25)
y_extras = [
list(ys)
for ys in [plt.percentile0, plt.percentile100]
]
else:
x = list(range(len(plt.means)))
y = list(plt.means)
y_upper = list(plt.means + plt.stds)
y_lower = list(plt.means - plt.stds)
y_extras = []
# NOTE: Adam Edits
x = [i / 10 for i in x]
if hasattr(plt, "custom_x"):
x = list(plt.custom_x)
data.append(go.Scatter(
x=x + x[::-1],
y=y_upper + y_lower[::-1],
fill='tozerox',
fillcolor=core.hex_to_rgb(color, 0.2),
line=go.Line(color='transparent'),
showlegend=False,
legendgroup=plt.legend,
hoverinfo='none'
))
data.append(go.Scatter(
x=x,
y=y,
name=plt.legend,
legendgroup=plt.legend,
line=dict(color=core.hex_to_rgb(color)),
))
for y_extra in y_extras:
data.append(go.Scatter(
x=x,
y=y_extra,
showlegend=False,
legendgroup=plt.legend,
line=dict(color=core.hex_to_rgb(color), dash='dot')
# choices: solid, dot, dash, longdash, dashdot, longdashdot
))
def numeric_list_to_string(numbers):
s = '['
for num in numbers:
s += (str(num) + ',')
s += ']'
return s
print(numeric_list_to_string(p25))
print(numeric_list_to_string(p50))
print(numeric_list_to_string(p75))
layout = go.Layout(
legend=dict(
x=1,
y=1,
# xanchor="left",
# yanchor="bottom",
),
width=500, # NOTE: Adam edit
height=plot_height,
title=title,
xaxis=go.XAxis(range=xlim),
yaxis=go.YAxis(range=ylim),
)
fig = go.Figure(data=data, layout=layout)
fig_div = po.plot(fig, output_type='div', include_plotlyjs=False)
if "footnote" in plot_list[0]:
footnote = "<br />".join([
r"<span><b>%s</b></span>: <span>%s</span>" % (plt.legend, plt.footnote)
for plt in plot_list
])
return r"%s<div>%s</div>" % (fig_div, footnote)
else:
return fig_div
def make_plot(plot_list, use_median=False, plot_width=None, plot_height=None, title=None):
data = []
p25, p50, p75 = [], [], []
for idx, plt in enumerate(plot_list):
color = core.color_defaults[idx % len(core.color_defaults)]
if use_median:
p25.append(np.mean(plt.percentile25))
p50.append(np.mean(plt.percentile50))
p75.append(np.mean(plt.percentile75))
x = list(range(len(plt.percentile50)))
y = list(plt.percentile50)
y_upper = list(plt.percentile75)
y_lower = list(plt.percentile25)
else:
x = list(range(len(plt.means)))
y = list(plt.means)
y_upper = list(plt.means + plt.stds)
y_lower = list(plt.means - plt.stds)
data.append(go.Scatter(
x=x + x[::-1],
y=y_upper + y_lower[::-1],
fill='tozerox',
fillcolor=core.hex_to_rgb(color, 0.2),
line=go.Line(color='transparent'),
showlegend=False,
legendgroup=plt.legend,
hoverinfo='none'
))
data.append(go.Scatter(
x=x,
y=y,
name=plt.legend,
legendgroup=plt.legend,
line=dict(color=core.hex_to_rgb(color)),
))
p25str = '['
p50str = '['
p75str = '['
for p25e, p50e, p75e in zip(p25, p50, p75):
p25str += (str(p25e) + ',')
p50str += (str(p50e) + ',')
p75str += (str(p75e) + ',')
p25str += ']'
p50str += ']'
p75str += ']'
print(p25str)
print(p50str)
print(p75str)
layout = go.Layout(
legend=dict(
x=1,
y=1,
# xanchor="left",
# yanchor="bottom",
),
width=plot_width,
height=plot_height,
title=title,
)
fig = go.Figure(data=data, layout=layout)
fig_div = po.plot(fig, output_type='div', include_plotlyjs=False)
if "footnote" in plot_list[0]:
footnote = "<br />".join([
r"<span><b>%s</b></span>: <span>%s</span>" % (plt.legend, plt.footnote)
for plt in plot_list
])
return r"%s<div>%s</div>" % (fig_div, footnote)
else:
return fig_div