def ggplot2():
# Define colors
# -------------
# Based on theme_gray from
# https://github.com/tidyverse/ggplot2/blob/master/R/theme-defaults.r
# Set colorscale
# Colors picked using colorpicker from
# https://ggplot2.tidyverse.org/reference/scale_colour_continuous.html
colorscale = [[0, "rgb(20,44,66)"], [1, "rgb(90,179,244)"]]
# Hue cycle for 5 categories
colorway = ["#F8766D", "#A3A500", "#00BF7D", "#00B0F6", "#E76BF3"]
# Set colorbar_common
# Note the light inward ticks in
# https://ggplot2.tidyverse.org/reference/scale_colour_continuous.html
colorbar_common = dict(
outlinewidth=0, tickcolor=colors["gray93"], ticks="inside", ticklen=6
)
# Common axis common properties
axis_common = dict(
showgrid=True,
gridcolor="white",
linecolor="white",
tickcolor=colors["gray20"],
ticks="outside",
)
# semi-transparent black and no outline
shape_defaults = dict(fillcolor="black", line={"width": 0}, opacity=0.3)
# Remove arrow head and make line thinner
annotation_defaults = {"arrowhead": 0, "arrowwidth": 1}
template = initialize_template(
paper_clr="white",
font_clr=colors["gray20"],
panel_background_clr=colors["gray93"],
panel_grid_clr="white",
axis_ticks_clr=colors["gray20"],
zerolinecolor_clr="white",
table_cell_clr=colors["gray93"],
table_header_clr=colors["gray85"],
table_line_clr="white",
colorway=colorway,
colorbar_common=colorbar_common,
colorscale=colorscale,
axis_common=axis_common,
annotation_defaults=annotation_defaults,
shape_defaults=shape_defaults,
)
# Increase grid width for 3d plots
template.layout.scene.xaxis.gridwidth = 2
template.layout.scene.yaxis.gridwidth = 2
template.layout.scene.zaxis.gridwidth = 2
return template
def plotly():
# Define colors
# -------------
colorscale = linear_bmw_5_95_c86_n256
colorway = [
plotly_clrs['Cornflower'], plotly_clrs['Sienna'],
plotly_clrs['Emerald'], plotly_clrs['Lavender Shade'],
plotly_clrs['Aqua Shade'], plotly_clrs['Lavender']
]
# Set colorbar_common
colorbar_common = dict(outlinewidth=0, ticks='')
# Common axis common properties
axis_common = dict(gridcolor='white', linecolor='white', ticks='')
# semi-transparent black and no outline
annotation_clr = plotly_clrs['Rhino Dark']
shape_defaults = dict(fillcolor=annotation_clr,
line={'width': 0},
opacity=0.4)
# Remove arrow head and make line thinner
annotation_defaults = {
'arrowcolor': annotation_clr,
'arrowhead': 0,
'arrowwidth': 1
}
template = initialize_template(
paper_clr='white',
font_clr=plotly_clrs['Rhino Core'],
panel_background_clr=plotly_clrs['Rhino Light 1.5'],
panel_grid_clr='white',
axis_ticks_clr=plotly_clrs['Rhino Core'],
zerolinecolor_clr='white',
table_cell_clr=plotly_clrs['Rhino Light 2'],
table_header_clr=plotly_clrs['Rhino Medium 2'],
table_line_clr='white',
colorway=colorway,
colorbar_common=colorbar_common,
colorscale=colorscale,
axis_common=axis_common,
annotation_defaults=annotation_defaults,
shape_defaults=shape_defaults)
# Increase grid width for 3d plots
template.layout.scene.xaxis.gridwidth = 2
template.layout.scene.yaxis.gridwidth = 2
template.layout.scene.zaxis.gridwidth = 2
# Increase width of cartesian zero lines
template.layout.xaxis.zerolinewidth = 2
template.layout.yaxis.zerolinewidth = 2
# Set table header font color to white
return template
def plotly():
# Define colors
# -------------
colorscale = plasma
# Set colorbar_common
colorbar_common = dict(outlinewidth=0, ticks="")
# Common axis common properties
axis_common = dict(gridcolor="white", linecolor="white", ticks="")
# Near black line color, no fill
annotation_clr = plotly_clrs["Rhino Core"]
shape_defaults = dict(line_color=annotation_clr)
# Remove arrow head and make line thinner
annotation_defaults = {
"arrowcolor": annotation_clr,
"arrowhead": 0,
"arrowwidth": 1,
}
template = initialize_template(
paper_clr="white",
font_clr=plotly_clrs["Rhino Core"],
panel_background_clr=plotly_clrs["Rhino Light 1.5"],
panel_grid_clr="white",
axis_ticks_clr=plotly_clrs["Rhino Core"],
zerolinecolor_clr="white",
table_cell_clr=plotly_clrs["Rhino Light 2"],
table_header_clr=plotly_clrs["Rhino Medium 2"],
table_line_clr="white",
colorway=plotly_colorway,
colorbar_common=colorbar_common,
colorscale=colorscale,
colorscale_diverging=plotly_diverging,
axis_common=axis_common,
annotation_defaults=annotation_defaults,
shape_defaults=shape_defaults,
)
# Left align title
template.layout.title.x = 0.05
# Increase grid width for 3d plots
template.layout.scene.xaxis.gridwidth = 2
template.layout.scene.yaxis.gridwidth = 2
template.layout.scene.zaxis.gridwidth = 2
# Increase width of cartesian zero lines
template.layout.xaxis.zerolinewidth = 2
template.layout.yaxis.zerolinewidth = 2
# Mapbox light style
template.layout.mapbox.style = "light"
# Set table header font color to white
return template
def seaborn():
# Define colors
# -------------
# Set colorscale
# N = len(sns.cm.rocket.colors)
# [[i/(N-1), f'rgb({int(r*255)},{int(g*255)},{int(b*255)})']
# for i, (r,g,b) in enumerate(sns.cm.rocket.colors)
# if i % 16 == 0 or i == 255]
colorscale = [
[0.0, 'rgb(2,4,25)'],
[0.06274509803921569, 'rgb(24,15,41)'],
[0.12549019607843137, 'rgb(47,23,57)'],
[0.18823529411764706, 'rgb(71,28,72)'],
[0.25098039215686274, 'rgb(97,30,82)'],
[0.3137254901960784, 'rgb(123,30,89)'],
[0.3764705882352941, 'rgb(150,27,91)'],
[0.4392156862745098, 'rgb(177,22,88)'],
[0.5019607843137255, 'rgb(203,26,79)'],
[0.5647058823529412, 'rgb(223,47,67)'],
[0.6274509803921569, 'rgb(236,76,61)'],
[0.6901960784313725, 'rgb(242,107,73)'],
[0.7529411764705882, 'rgb(244,135,95)'],
[0.8156862745098039, 'rgb(245,162,122)'],
[0.8784313725490196, 'rgb(246,188,153)'],
[0.9411764705882353, 'rgb(247,212,187)'],
[1.0, 'rgb(250,234,220)']]
# Hue cycle for 3 categories
#
# Created with:
# import seaborn as sns
# sns.set()
# [f'rgb({int(r*255)},{int(g*255)},{int(b*255)})'
# for r, g, b in sns.color_palette()]
colorway = [
'rgb(76,114,176)',
'rgb(221,132,82)',
'rgb(85,168,104)',
'rgb(196,78,82)',
'rgb(129,114,179)',
'rgb(147,120,96)',
'rgb(218,139,195)',
'rgb(140,140,140)',
'rgb(204,185,116)',
'rgb(100,181,205)']
# Set colorbar_common
# Note the light inward ticks in
# https://ggplot2.tidyverse.org/reference/scale_colour_continuous.html
colorbar_common = dict(
outlinewidth=0,
tickcolor=colors['gray14'],
ticks='outside',
tickwidth=2,
ticklen=8)
# Common axis common properties
axis_common = dict(
showgrid=True,
gridcolor='white',
linecolor='white',
ticks='')
# semi-transparent black and no outline
annotation_clr = 'rgb(67,103,167)'
shape_defaults = dict(
fillcolor=annotation_clr,
line={'width': 0},
opacity=0.5)
# Remove arrow head and make line thinner
annotation_defaults = {
'arrowcolor': annotation_clr}
template = initialize_template(
paper_clr='white',
font_clr=colors['gray14'],
panel_background_clr='rgb(234,234,242)',
panel_grid_clr='white',
axis_ticks_clr=colors['gray14'],
zerolinecolor_clr='white',
table_cell_clr='rgb(231,231,240)',
table_header_clr='rgb(183,183,191)',
table_line_clr='white',
colorway=colorway,
colorbar_common=colorbar_common,
colorscale=colorscale,
axis_common=axis_common,
annotation_defaults=annotation_defaults,
shape_defaults=shape_defaults
)
# Increase grid width for 3d plots
template.layout.scene.xaxis.gridwidth = 2
template.layout.scene.yaxis.gridwidth = 2
template.layout.scene.zaxis.gridwidth = 2
# Set table header font color to white
return template
def plotly_dark():
# Define colors
# -------------
colorscale = linear_bmw_5_95_c86_n256
# Set colorbar_common
colorbar_common = dict(
outlinewidth=0,
ticks='')
# Common axis common properties
grid_color = plotly_clrs['Rhino Dark']
axis_common = dict(
gridcolor=grid_color,
linecolor=grid_color,
ticks='')
# semi-transparent black and no outline
annotation_clr = plotly_clrs['Rhino Light 4']
shape_defaults = dict(
fillcolor=annotation_clr,
line={'width': 0},
opacity=0.4)
# Remove arrow head and make line thinner
annotation_defaults = {
'arrowcolor': annotation_clr,
'arrowhead': 0,
'arrowwidth': 1
}
template = initialize_template(
paper_clr=jupyterlab_output_clr,
font_clr=plotly_clrs['Rhino Light 4'],
panel_background_clr=jupyterlab_output_clr,
panel_grid_clr=grid_color,
axis_ticks_clr=plotly_clrs['Rhino Medium 1'],
zerolinecolor_clr=plotly_clrs['Rhino Medium 2'],
table_cell_clr=plotly_clrs['Rhino Dark'],
table_header_clr=plotly_clrs['Rhino Core'],
table_line_clr=jupyterlab_output_clr,
colorway=plotly_colorway,
colorbar_common=colorbar_common,
colorscale=colorscale,
colorscale_diverging=plotly_diverging,
axis_common=axis_common,
annotation_defaults=annotation_defaults,
shape_defaults=shape_defaults
)
# Left align title
template.layout.title.x = 0.05
# Increase grid width for 3d plots
template.layout.scene.xaxis.gridwidth = 2
template.layout.scene.yaxis.gridwidth = 2
template.layout.scene.zaxis.gridwidth = 2
# Button styling
template.layout.updatemenudefaults.bgcolor = plotly_clrs['Rhino Dark']
template.layout.updatemenudefaults.borderwidth = 0
# Slider styling
template.layout.sliderdefaults.bgcolor = '#C8D4E3'
template.layout.sliderdefaults.borderwidth = 1
template.layout.sliderdefaults.bordercolor = 'rgb(17,17,17)'
template.layout.sliderdefaults.tickwidth = 0
# Darken cartesian grid lines a little more
template.layout.xaxis.gridcolor = plotly_clrs['Rhino Darker']
template.layout.yaxis.gridcolor = plotly_clrs['Rhino Darker']
# Increase width of cartesian zero lines
template.layout.xaxis.zerolinecolor = plotly_clrs['Rhino Darker']
template.layout.yaxis.zerolinecolor = plotly_clrs['Rhino Darker']
template.layout.xaxis.zerolinewidth = 2
template.layout.yaxis.zerolinewidth = 2
# Mapbox light style
template.layout.mapbox.style = 'dark'
# Set marker outline color
opts = {'marker': {'line': {'color': plotly_clrs['Rhino Darker']}}}
template.data.scatter = [opts]
template.data.scattergl = [opts]
# Set table header font color to white
return template
def plotly_white():
# Define colors
# -------------
colorscale = linear_bmw_5_95_c86_n256
# Set colorbar_common
colorbar_common = dict(
outlinewidth=0,
ticks='')
# Common axis common properties
axis_common = dict(
gridcolor=plotly_clrs['Rhino Light 2'],
linecolor=plotly_clrs['Rhino Light 2'],
ticks='')
# semi-transparent black and no outline
annotation_clr = plotly_clrs['Rhino Dark']
shape_defaults = dict(
fillcolor=annotation_clr,
line={'width': 0},
opacity=0.4)
# Remove arrow head and make line thinner
annotation_defaults = {
'arrowcolor': annotation_clr,
'arrowhead': 0,
'arrowwidth': 1
}
template = initialize_template(
paper_clr='white',
font_clr=plotly_clrs['Rhino Core'],
panel_background_clr='white',
panel_grid_clr=plotly_clrs['Rhino Medium 2'],
axis_ticks_clr=plotly_clrs['Rhino Core'],
zerolinecolor_clr=plotly_clrs['Rhino Light 2'],
table_cell_clr=plotly_clrs['Rhino Light 2'],
table_header_clr=plotly_clrs['Rhino Medium 2'],
table_line_clr='white',
colorway=plotly_colorway,
colorbar_common=colorbar_common,
colorscale=colorscale,
colorscale_diverging=plotly_diverging,
axis_common=axis_common,
annotation_defaults=annotation_defaults,
shape_defaults=shape_defaults
)
# Left align title
template.layout.title.x = 0.05
# Increase grid width for 3d plots
opts = dict(gridwidth=2, gridcolor=plotly_clrs['Rhino Light 1'])
template.layout.scene.xaxis.update(opts)
template.layout.scene.yaxis.update(opts)
template.layout.scene.zaxis.update(opts)
# Darken ternary
opts = dict(linecolor=plotly_clrs['Rhino Medium 1'],
gridcolor=plotly_clrs['Rhino Light 1'])
template.layout.ternary.aaxis.update(opts)
template.layout.ternary.baxis.update(opts)
template.layout.ternary.caxis.update(opts)
# Increase width of cartesian zero lines
template.layout.xaxis.zerolinewidth = 2
template.layout.yaxis.zerolinewidth = 2
# Mapbox light style
template.layout.mapbox.style = 'light'
# Set table header font color to white
return template
def simple_white():
# Set colorbar_common
colorbar_common = dict(
outlinewidth=10,
tickcolor=colors["gray14"],
ticks="outside",
tickwidth=2,
ticklen=8,
)
# Common axis common properties
axis_common = dict(
showgrid=False,
gridcolor=colors["gray91"],
linecolor=colors["gray14"],
ticks="outside",
showline=True,
)
# semi-transparent black and no outline
shape_defaults = dict(fillcolor="black", line={"width": 0}, opacity=0.3)
# Remove arrow head and make line thinner
annotation_defaults = {"arrowhead": 0, "arrowwidth": 1}
template = initialize_template(
paper_clr="white",
font_clr=colors["gray14"],
panel_background_clr="white",
panel_grid_clr="white",
axis_ticks_clr=colors["gray14"],
zerolinecolor_clr=colors["gray14"],
table_cell_clr=colors["gray93"],
table_header_clr=colors["gray85"],
table_line_clr="white",
colorway=px.colors.qualitative.D3,
colorbar_common=colorbar_common,
colorscale=px.colors.sequential.Viridis,
colorscale_diverging=px.colors.diverging.RdBu,
axis_common=axis_common,
annotation_defaults=annotation_defaults,
shape_defaults=shape_defaults,
)
# Left align title
template.layout.title.x = 0.05
# Increase grid width for 3d plots
opts = dict(gridwidth=2, gridcolor=plotly_clrs["gray91"], zeroline=False)
template.layout.scene.xaxis.update(opts)
template.layout.scene.yaxis.update(opts)
template.layout.scene.zaxis.update(opts)
# Darken ternary
opts = dict(linecolor=plotly_clrs["gray14"], gridcolor=plotly_clrs["gray91"])
template.layout.ternary.aaxis.update(opts)
template.layout.ternary.baxis.update(opts)
template.layout.ternary.caxis.update(opts)
# Remove lines through the origin
template.layout.xaxis.update(zeroline=False)
template.layout.yaxis.update(zeroline=False)
# Separate histogram bins wit ha white line
opts = {"marker": {"line": {"width": 0.6, "color": "white"}}}
template.data.histogram = [opts]
# Mapbox light style
template.layout.mapbox.style = "light"
# Set table header font color to white
return template
def plotly_dark():
# Define colors
# -------------
colorscale = plasma
# Set colorbar_common
colorbar_common = dict(outlinewidth=0, ticks="")
# Common axis common properties
grid_color = plotly_clrs["Rhino Dark"]
axis_common = dict(gridcolor=grid_color, linecolor=grid_color, ticks="")
# Near white line color, no fill
annotation_clr = plotly_clrs["Rhino Light 4"]
shape_defaults = dict(line_color=annotation_clr)
# Remove arrow head and make line thinner
annotation_defaults = {
"arrowcolor": annotation_clr,
"arrowhead": 0,
"arrowwidth": 1,
}
template = initialize_template(
paper_clr=jupyterlab_output_clr,
font_clr=plotly_clrs["Rhino Light 4"],
panel_background_clr=jupyterlab_output_clr,
panel_grid_clr=grid_color,
axis_ticks_clr=plotly_clrs["Rhino Medium 1"],
zerolinecolor_clr=plotly_clrs["Rhino Medium 2"],
table_cell_clr=plotly_clrs["Rhino Dark"],
table_header_clr=plotly_clrs["Rhino Core"],
table_line_clr=jupyterlab_output_clr,
colorway=plotly_colorway,
colorbar_common=colorbar_common,
colorscale=colorscale,
colorscale_diverging=plotly_diverging,
axis_common=axis_common,
annotation_defaults=annotation_defaults,
shape_defaults=shape_defaults,
)
# Left align title
template.layout.title.x = 0.05
# Increase grid width for 3d plots
template.layout.scene.xaxis.gridwidth = 2
template.layout.scene.yaxis.gridwidth = 2
template.layout.scene.zaxis.gridwidth = 2
# Button styling
template.layout.updatemenudefaults.bgcolor = plotly_clrs["Rhino Dark"]
template.layout.updatemenudefaults.borderwidth = 0
# Slider styling
template.layout.sliderdefaults.bgcolor = "#C8D4E3"
template.layout.sliderdefaults.borderwidth = 1
template.layout.sliderdefaults.bordercolor = "rgb(17,17,17)"
template.layout.sliderdefaults.tickwidth = 0
# Darken cartesian grid lines a little more
template.layout.xaxis.gridcolor = plotly_clrs["Rhino Darker"]
template.layout.yaxis.gridcolor = plotly_clrs["Rhino Darker"]
# Increase width of cartesian zero lines
template.layout.xaxis.zerolinecolor = plotly_clrs["Rhino Darker"]
template.layout.yaxis.zerolinecolor = plotly_clrs["Rhino Darker"]
template.layout.xaxis.zerolinewidth = 2
template.layout.yaxis.zerolinewidth = 2
# Mapbox light style
template.layout.mapbox.style = "dark"
# Set marker outline color
opts = {"marker": {"line": {"color": plotly_clrs["Rhino Darker"]}}}
template.data.scatter = [opts]
template.data.scattergl = [opts]
# Set table header font color to white
return template
def seaborn():
# Define colors
# -------------
# Set colorscale
# N = len(sns.cm.rocket.colors)
# [[i/(N-1), f'rgb({int(r*255)},{int(g*255)},{int(b*255)})']
# for i, (r,g,b) in enumerate(sns.cm.rocket.colors)
# if i % 16 == 0 or i == 255]
colorscale = [
[0.0, 'rgb(2,4,25)'],
[0.06274509803921569, 'rgb(24,15,41)'],
[0.12549019607843137, 'rgb(47,23,57)'],
[0.18823529411764706, 'rgb(71,28,72)'],
[0.25098039215686274, 'rgb(97,30,82)'],
[0.3137254901960784, 'rgb(123,30,89)'],
[0.3764705882352941, 'rgb(150,27,91)'],
[0.4392156862745098, 'rgb(177,22,88)'],
[0.5019607843137255, 'rgb(203,26,79)'],
[0.5647058823529412, 'rgb(223,47,67)'],
[0.6274509803921569, 'rgb(236,76,61)'],
[0.6901960784313725, 'rgb(242,107,73)'],
[0.7529411764705882, 'rgb(244,135,95)'],
[0.8156862745098039, 'rgb(245,162,122)'],
[0.8784313725490196, 'rgb(246,188,153)'],
[0.9411764705882353, 'rgb(247,212,187)'],
[1.0, 'rgb(250,234,220)']]
# Hue cycle for 3 categories
#
# Created with:
# import seaborn as sns
# sns.set()
# [f'rgb({int(r*255)},{int(g*255)},{int(b*255)})'
# for r, g, b in sns.color_palette()]
colorway = [
'rgb(76,114,176)',
'rgb(221,132,82)',
'rgb(85,168,104)',
'rgb(196,78,82)',
'rgb(129,114,179)',
'rgb(147,120,96)',
'rgb(218,139,195)',
'rgb(140,140,140)',
'rgb(204,185,116)',
'rgb(100,181,205)']
# Set colorbar_common
# Note the light inward ticks in
# https://ggplot2.tidyverse.org/reference/scale_colour_continuous.html
colorbar_common = dict(
outlinewidth=0,
tickcolor=colors['gray14'],
ticks='outside',
tickwidth=2,
ticklen=8)
# Common axis common properties
axis_common = dict(
showgrid=True,
gridcolor='white',
linecolor='white',
ticks='')
# semi-transparent black and no outline
annotation_clr = 'rgb(67,103,167)'
shape_defaults = dict(
fillcolor=annotation_clr,
line={'width': 0},
opacity=0.5)
# Remove arrow head and make line thinner
annotation_defaults = {
'arrowcolor': annotation_clr}
template = initialize_template(
paper_clr='white',
font_clr=colors['gray14'],
panel_background_clr='rgb(234,234,242)',
panel_grid_clr='white',
axis_ticks_clr=colors['gray14'],
zerolinecolor_clr='white',
table_cell_clr='rgb(231,231,240)',
table_header_clr='rgb(183,183,191)',
table_line_clr='white',
colorway=colorway,
colorbar_common=colorbar_common,
colorscale=colorscale,
axis_common=axis_common,
annotation_defaults=annotation_defaults,
shape_defaults=shape_defaults
)
# Increase grid width for 3d plots
template.layout.scene.xaxis.gridwidth = 2
template.layout.scene.yaxis.gridwidth = 2
template.layout.scene.zaxis.gridwidth = 2
# Set table header font color to white
return template
def plotly_dark():
# Define colors
# -------------
colorscale = linear_bmw_5_95_c86_n256
# Set colorbar_common
colorbar_common = dict(
outlinewidth=0,
ticks='')
# Common axis common properties
grid_color = plotly_clrs['Rhino Dark']
axis_common = dict(
gridcolor=grid_color,
linecolor=grid_color,
ticks='')
# semi-transparent black and no outline
annotation_clr = plotly_clrs['Rhino Light 4']
shape_defaults = dict(
fillcolor=annotation_clr,
line={'width': 0},
opacity=0.4)
# Remove arrow head and make line thinner
annotation_defaults = {
'arrowcolor': annotation_clr,
'arrowhead': 0,
'arrowwidth': 1
}
template = initialize_template(
paper_clr=jupyterlab_output_clr,
font_clr=plotly_clrs['Rhino Light 4'],
panel_background_clr=jupyterlab_output_clr,
panel_grid_clr=grid_color,
axis_ticks_clr=plotly_clrs['Rhino Medium 1'],
zerolinecolor_clr=plotly_clrs['Rhino Medium 2'],
table_cell_clr=plotly_clrs['Rhino Dark'],
table_header_clr=plotly_clrs['Rhino Core'],
table_line_clr=jupyterlab_output_clr,
colorway=plotly_colorway,
colorbar_common=colorbar_common,
colorscale=colorscale,
colorscale_diverging=plotly_diverging,
axis_common=axis_common,
annotation_defaults=annotation_defaults,
shape_defaults=shape_defaults
)
# Left align title
template.layout.title.x = 0.05
# Increase grid width for 3d plots
template.layout.scene.xaxis.gridwidth = 2
template.layout.scene.yaxis.gridwidth = 2
template.layout.scene.zaxis.gridwidth = 2
# Button styling
template.layout.updatemenudefaults.bgcolor = plotly_clrs['Rhino Dark']
template.layout.updatemenudefaults.borderwidth = 0
# Slider styling
template.layout.sliderdefaults.bgcolor = '#C8D4E3'
template.layout.sliderdefaults.borderwidth = 1
template.layout.sliderdefaults.bordercolor = 'rgb(17,17,17)'
template.layout.sliderdefaults.tickwidth = 0
# Darken cartesian grid lines a little more
template.layout.xaxis.gridcolor = plotly_clrs['Rhino Darker']
template.layout.yaxis.gridcolor = plotly_clrs['Rhino Darker']
# Increase width of cartesian zero lines
template.layout.xaxis.zerolinecolor = plotly_clrs['Rhino Darker']
template.layout.yaxis.zerolinecolor = plotly_clrs['Rhino Darker']
template.layout.xaxis.zerolinewidth = 2
template.layout.yaxis.zerolinewidth = 2
# Mapbox light style
template.layout.mapbox.style = 'dark'
# Set marker outline color
opts = {'marker': {'line': {'color': plotly_clrs['Rhino Darker']}}}
template.data.scatter = [opts]
template.data.scattergl = [opts]
# Set table header font color to white
return template
def plotly_white():
# Define colors
# -------------
colorscale = linear_bmw_5_95_c86_n256
# Set colorbar_common
colorbar_common = dict(
outlinewidth=0,
ticks='')
# Common axis common properties
axis_common = dict(
gridcolor=plotly_clrs['Rhino Light 2'],
linecolor=plotly_clrs['Rhino Light 2'],
ticks='')
# semi-transparent black and no outline
annotation_clr = plotly_clrs['Rhino Dark']
shape_defaults = dict(
fillcolor=annotation_clr,
line={'width': 0},
opacity=0.4)
# Remove arrow head and make line thinner
annotation_defaults = {
'arrowcolor': annotation_clr,
'arrowhead': 0,
'arrowwidth': 1
}
template = initialize_template(
paper_clr='white',
font_clr=plotly_clrs['Rhino Core'],
panel_background_clr='white',
panel_grid_clr=plotly_clrs['Rhino Medium 2'],
axis_ticks_clr=plotly_clrs['Rhino Core'],
zerolinecolor_clr=plotly_clrs['Rhino Light 2'],
table_cell_clr=plotly_clrs['Rhino Light 2'],
table_header_clr=plotly_clrs['Rhino Medium 2'],
table_line_clr='white',
colorway=plotly_colorway,
colorbar_common=colorbar_common,
colorscale=colorscale,
colorscale_diverging=plotly_diverging,
axis_common=axis_common,
annotation_defaults=annotation_defaults,
shape_defaults=shape_defaults
)
# Left align title
template.layout.title.x = 0.05
# Increase grid width for 3d plots
opts = dict(gridwidth=2, gridcolor=plotly_clrs['Rhino Light 1'])
template.layout.scene.xaxis.update(opts)
template.layout.scene.yaxis.update(opts)
template.layout.scene.zaxis.update(opts)
# Darken ternary
opts = dict(linecolor=plotly_clrs['Rhino Medium 1'],
gridcolor=plotly_clrs['Rhino Light 1'])
template.layout.ternary.aaxis.update(opts)
template.layout.ternary.baxis.update(opts)
template.layout.ternary.caxis.update(opts)
# Increase width of cartesian zero lines
template.layout.xaxis.zerolinewidth = 2
template.layout.yaxis.zerolinewidth = 2
# Mapbox light style
template.layout.mapbox.style = 'light'
# Set table header font color to white
return template
def ggplot2():
# Define colors
# -------------
# Based on theme_gray from
# https://github.com/tidyverse/ggplot2/blob/master/R/theme-defaults.r
# Set colorscale
# Colors picked using colorpicker from
# https://ggplot2.tidyverse.org/reference/scale_colour_continuous.html
colorscale = [[0, 'rgb(20,44,66)'], [1, 'rgb(90,179,244)']]
# Hue cycle for 5 categories
colorway = ["#F8766D", "#A3A500", "#00BF7D", "#00B0F6", "#E76BF3"]
# Set colorbar_common
# Note the light inward ticks in
# https://ggplot2.tidyverse.org/reference/scale_colour_continuous.html
colorbar_common = dict(
outlinewidth=0,
tickcolor=colors['gray93'],
ticks='inside',
ticklen=6)
# Common axis common properties
axis_common = dict(
showgrid=True,
gridcolor='white',
linecolor='white',
tickcolor=colors['gray20'],
ticks="outside")
# semi-transparent black and no outline
shape_defaults = dict(
fillcolor='black',
line={'width': 0},
opacity=0.3)
# Remove arrow head and make line thinner
annotation_defaults = {
'arrowhead': 0,
'arrowwidth': 1}
template = initialize_template(
paper_clr='white',
font_clr=colors['gray20'],
panel_background_clr=colors['gray93'],
panel_grid_clr='white',
axis_ticks_clr=colors['gray20'],
zerolinecolor_clr='white',
table_cell_clr=colors['gray93'],
table_header_clr=colors['gray85'],
table_line_clr='white',
colorway=colorway,
colorbar_common=colorbar_common,
colorscale=colorscale,
axis_common=axis_common,
annotation_defaults=annotation_defaults,
shape_defaults=shape_defaults
)
# Increase grid width for 3d plots
template.layout.scene.xaxis.gridwidth = 2
template.layout.scene.yaxis.gridwidth = 2
template.layout.scene.zaxis.gridwidth = 2
return template
