diff --git a/data/cordex_krummh_nobias_chk_f32_ET.csv b/data/cordex_krummh_nobias_chk_f32_ET.csv
new file mode 100644
index 0000000..e3f3174
--- /dev/null
+++ b/data/cordex_krummh_nobias_chk_f32_ET.csv
@@ -0,0 +1,309 @@
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diff --git a/data/cordex_overview.csv b/data/cordex_overview.csv
new file mode 100644
index 0000000..46cabbf
--- /dev/null
+++ b/data/cordex_overview.csv
@@ -0,0 +1,168 @@
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+RUINS.CanESM2.WETTREG2013.rcp85,RCP85,RUINS.CanESM2.WETTREG2013,20,6% of RUINS,100% of WETTREG2013
+RUINS.CanESM2.CCLM4-8-17,CCLM4-8-17,RUINS.CanESM2,1,0% of RUINS,1% of CanESM2
+RUINS.CanESM2.CCLM4-8-17.rcp85,RCP85,RUINS.CanESM2.CCLM4-8-17,1,0% of RUINS,100% of CCLM4-8-17
+RUINS.CanESM2.REMO2015,REMO2015,RUINS.CanESM2,1,0% of RUINS,1% of CanESM2
+RUINS.CanESM2.REMO2015.rcp85,RCP85,RUINS.CanESM2.REMO2015,1,0% of RUINS,100% of REMO2015
+RUINS.CanESM2.STARS3,STARS3,RUINS.CanESM2,10,3% of RUINS,19% of CanESM2
+RUINS.CanESM2.STARS3.rcp85,RCP85,RUINS.CanESM2.STARS3,10,3% of RUINS,100% of STARS3
+RUINS.CanESM2.EPISODES2018,EPISODES2018,RUINS.CanESM2,19,6% of RUINS,37% of CanESM2
+RUINS.CanESM2.EPISODES2018.historical,HISTORICAL,RUINS.CanESM2.EPISODES2018,5,1% of RUINS,26% of EPISODES2018
+RUINS.CanESM2.EPISODES2018.rcp26,RCP26,RUINS.CanESM2.EPISODES2018,4,1% of RUINS,21% of EPISODES2018
+RUINS.CanESM2.EPISODES2018.rcp45,RCP45,RUINS.CanESM2.EPISODES2018,5,1% of RUINS,26% of EPISODES2018
+RUINS.CanESM2.EPISODES2018.rcp85,RCP85,RUINS.CanESM2.EPISODES2018,5,1% of RUINS,26% of EPISODES2018
diff --git a/dev/blubbles.ipynb b/dev/blubbles.ipynb
new file mode 100644
index 0000000..44e70cf
--- /dev/null
+++ b/dev/blubbles.ipynb
@@ -0,0 +1,2371 @@
+{
+ "cells": [
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "# Bubble plot\n",
+ "\n",
+ "Use this notebook to build a new `cordex_overview.csv` from the specified CORDEX netCDF dataset."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 1,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "from ruins.core import build_config\n",
+ "from collections import defaultdict\n",
+ "import plotly.graph_objects as go\n",
+ "import pandas as pd"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "Define the DATA_FILE here, without file ending."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 2,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "DATA_FILE = 'cordex_krummh'\n",
+ "config, dm = build_config()\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "This cell will write the new CSV file into the data folder. Keep in mind, that you still have to push it into the data zip on Zenodo."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 7,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "{'GCM': 'HadGEM2-ES', 'RCM': 'COSMO-crCLIM-v1-1', 'RCP': 'rcp85', 'ensemble': 'r1i1p1', 'institute': 'CLMcom-ETH'}\n"
+ ]
+ }
+ ],
+ "source": [
+ "# get krummh models\n",
+ "krumm = dm[DATA_FILE].read()\n",
+ "for v in krumm.data_vars:\n",
+ " print(krumm[v].attrs)\n",
+ " break\n",
+ "\n",
+ "# build the structure\n",
+ "combinations = [krumm[v].attrs for v in krumm.data_vars]\n",
+ "N = len(combinations)\n",
+ "\n",
+ "# aggregate\n",
+ "agg = defaultdict(lambda: defaultdict(lambda: defaultdict(lambda: 0)))\n",
+ "\n",
+ "for c in combinations:\n",
+ " agg[c['GCM']][c['RCM']][c['RCP']] += 1\n",
+ "\n",
+ "list(agg.keys())\n",
+ "\n",
+ "ids = [\"RUINS\"]\n",
+ "labels = [\"RUINS\"]\n",
+ "parents = [\"\"]\n",
+ "values = [N]\n",
+ "customdata = [('100% of RUINS', '-',)]\n",
+ "\n",
+ "# sum([sum([_ for _ in v.values()]) for v in agg['CanESM2'].values()])\n",
+ "# add the gcms\n",
+ "for gcm in agg.keys():\n",
+ " ids.append(f'RUINS.{gcm}')\n",
+ " labels.append(gcm)\n",
+ " parents.append('RUINS')\n",
+ " gcm_val = sum([sum([r for r in rcm.values()]) for rcm in agg[gcm].values()])\n",
+ " values.append(gcm_val)\n",
+ " customdata.append((f'{int(gcm_val / N * 100)}% of RUINS', '-',))\n",
+ "\n",
+ " # add the RCMs\n",
+ " for rcm in agg[gcm].keys():\n",
+ " ids.append(f'RUINS.{gcm}.{rcm}')\n",
+ " labels.append(rcm)\n",
+ " parents.append(f'RUINS.{gcm}')\n",
+ " rcm_val = sum([r for r in agg[gcm][rcm].values()])\n",
+ " values.append(rcm_val)\n",
+ " customdata.append((f'{int(rcm_val / N * 100)}% of RUINS' ,f'{int(rcm_val / gcm_val * 100)}% of {gcm}' ,))\n",
+ "\n",
+ " # add the RCPs\n",
+ " for rcp in agg[gcm][rcm].keys():\n",
+ " ids.append(f'RUINS.{gcm}.{rcm}.{rcp}')\n",
+ " labels.append(rcp.upper())\n",
+ " parents.append(f'RUINS.{gcm}.{rcm}')\n",
+ " val = agg[gcm][rcm][rcp]\n",
+ " values.append(val)\n",
+ " customdata.append((f'{int(val / N * 100)}% of RUINS', f'{int(val / rcm_val * 100)}% of {rcm}',))\n",
+ "\n",
+ "df = pd.DataFrame(dict(ids=ids, labels=labels, parents=parents, values=values, customdata1=[_[0] for _ in customdata], customdata2=[_[1] for _ in customdata]))\n",
+ "df.to_csv('../data/cordex_overview.csv', index=None)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## TEST\n",
+ "\n",
+ "This is for testing purposes only: This is a clone of the new `ruins.plotting.sunburst` function"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 8,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "application/vnd.plotly.v1+json": {
+ "config": {
+ "plotlyServerURL": "https://plot.ly"
+ },
+ "data": [
+ {
+ "branchvalues": "total",
+ "customdata": [
+ [
+ "100% of RUINS",
+ "-"
+ ],
+ [
+ "15% of RUINS",
+ "-"
+ ],
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+ "0% of RUINS",
+ "2% of HadGEM2-ES"
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+ "0% of RUINS",
+ "100% of COSMO-crCLIM-v1-1"
+ ],
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+ "0% of RUINS",
+ "4% of HadGEM2-ES"
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+ "50% of CCLM4-8-17"
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+ "4% of HadGEM2-ES"
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+ "50% of HIRHAM5"
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+ "50% of HIRHAM5"
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+ "linecolor": "white",
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+ "xaxis": {
+ "backgroundcolor": "#E5ECF6",
+ "gridcolor": "white",
+ "gridwidth": 2,
+ "linecolor": "white",
+ "showbackground": true,
+ "ticks": "",
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+ "ticks": "",
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+ "ticks": "",
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+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
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+ "baxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ },
+ "bgcolor": "#E5ECF6",
+ "caxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ }
+ },
+ "title": {
+ "x": 0.05
+ },
+ "xaxis": {
+ "automargin": true,
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": "",
+ "title": {
+ "standoff": 15
+ },
+ "zerolinecolor": "white",
+ "zerolinewidth": 2
+ },
+ "yaxis": {
+ "automargin": true,
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": "",
+ "title": {
+ "standoff": 15
+ },
+ "zerolinecolor": "white",
+ "zerolinewidth": 2
+ }
+ }
+ },
+ "width": 700
+ }
+ }
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "df = pd.read_csv('../data/cordex_overview.csv')\n",
+ "ids = df.ids.values\n",
+ "labels = df.labels.values\n",
+ "parents = df.parents.values\n",
+ "values = df['values'].values\n",
+ "customdata = list(zip(df.customdata1.values, df.customdata2.values))\n",
+ "\n",
+ "fig = go.Figure()\n",
+ "\n",
+ "fig.add_trace(go.Sunburst(\n",
+ " ids=ids,\n",
+ " labels=labels,\n",
+ " parents=parents,\n",
+ " values=values,\n",
+ " branchvalues='total',\n",
+ " insidetextorientation='radial',\n",
+ " #hoverinfo='label+percent root+percent parent+value',\n",
+ " maxdepth=4,\n",
+ " customdata=customdata,\n",
+ " hovertemplate='Name: %{label}
Total: %{value}
%{customdata[0]}
%{customdata[1]}',\n",
+ " name=''\n",
+ "))\n",
+ "fig.update_layout(margin=dict(t=0, l=0, r=0, b=0), width=700, height=700)\n",
+ "fig"
+ ]
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "Python 3.8.5 ('base')",
+ "language": "python",
+ "name": "python3"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.8.5"
+ },
+ "orig_nbformat": 4,
+ "vscode": {
+ "interpreter": {
+ "hash": "f54d8176e82297fa872ac8c77277e50c0e193f921954c1c4a0b1ae2e8be99b71"
+ }
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/ruins/apps/bubbles.py b/ruins/apps/bubbles.py
new file mode 100644
index 0000000..b2d9016
--- /dev/null
+++ b/ruins/apps/bubbles.py
@@ -0,0 +1,99 @@
+import streamlit as st
+import pandas as pd
+
+from ruins.core import build_config, debug_view, DataManager, Config
+from ruins.plotting import bubble_plot
+
+
+_TRANSLATE_EN = dict(
+ title='Bubble plot',
+ introduction="""
+ Bubble plot of RCP scenarios.
+"""
+)
+
+_TRANSLATE_DE = dict(
+ title='Bubble plot',
+ introduction="""
+ Bubble plot der RCP Szenarien.
+"""
+)
+
+
+def concept_explainer(config: Config, **kwargs):
+ """Show an explanation, if it was not already shown.
+ """
+ # check if we saw the explainer already
+ if config.has_key('bubbles_explainer'):
+ return
+
+ # get the container and a translation function
+ container = kwargs['container'] if 'container' in kwargs else st
+ t = config.translator(en=_TRANSLATE_EN, de=_TRANSLATE_DE)
+
+ # place title and intro
+ container.title(t('title'))
+ container.markdown(t('introduction'), unsafe_allow_html=True)
+
+ # check if the user wants to continue
+ accept = container.button('WEITER' if config.lang == 'de' else 'CONTINUE')
+ if accept:
+ st.session_state.bubbles_explainer = True
+ st.experimental_rerun()
+ else:
+ st.stop()
+
+
+def show_bubbles(dataManager: DataManager, config: Config):
+ """
+ Shows the bubble plot.
+ """
+ data = dataManager['cordex_krummh_nobias_chk_f32_ET'].read()
+
+ possibles = list(data.columns)
+ possibles[0] = 'None'
+
+ level1 = st.sidebar.radio('Select Index1:', possibles, index = 1)
+ level2 = st.sidebar.radio('Select Index2:', possibles, index = 2)
+ level3 = st.sidebar.radio('Select Index3:', possibles, index = 0)
+
+ if(level1 == possibles[0]):
+ select = []
+ else:
+ if (level2 == possibles[0]):
+ select = [level1]
+ else:
+ if (level3 == possibles[0]):
+ select = [level1, level2]
+ else:
+ select = [level1, level2, level3]
+
+ fig = bubble_plot.draw_bubbles(data, selectors = select)
+
+ st.pyplot(fig)
+
+
+def main_app(**kwargs):
+ """
+ """
+ # build the config and dataManager from kwargs
+ url_params = st.experimental_get_query_params()
+ config, dataManager = build_config(url_params=url_params, **kwargs)
+
+ # set page properties and debug view
+ st.set_page_config(page_title='Bubble plot', layout=config.layout)
+ debug_view.debug_view(dataManager, config, debug_name='DEBUG - initial state')
+
+ # explainer
+ concept_explainer(config)
+
+ # show bubbles
+ show_bubbles(dataManager, config)
+
+ # end state debug
+ debug_view.debug_view(dataManager, config, debug_name='DEBUG - finished app')
+
+
+if __name__ == '__main__':
+ import fire
+ fire.Fire(main_app)
diff --git a/ruins/apps/weather.py b/ruins/apps/weather.py
index a294a2f..7cce168 100644
--- a/ruins/apps/weather.py
+++ b/ruins/apps/weather.py
@@ -7,7 +7,7 @@
import matplotlib.pyplot as plt
from plotly.express.colors import named_colorscales
-from ruins.plotting import plt_map, kde, yrplot_hm
+from ruins.plotting import plt_map, kde, yrplot_hm, sunburst
from ruins.components import data_select, model_scale_select
from ruins.core import build_config, debug_view, DataManager, Config
from ruins.core.cache import partial_memoize
@@ -512,6 +512,17 @@ def warming_data_plotter(dataManager: DataManager, config: Config):
plot_area.plotly_chart(fig, use_container_width=True)
+def inject_cordex_overview(dataManager: DataManager, expanded: bool = False):
+ with st.expander('CLIMATE MODEL OVERVIEW', expanded=expanded):
+ # laod the cordex overview data
+ overview = dataManager['cordex_overview'].read()
+
+ # build the plot
+ st.info('The Graph below groups all climate models available to RUINS into their global and regional family. Click on any element to expand it')
+ fig = sunburst(overview, maxdepth=4)
+ st.plotly_chart(fig, use_container_width=True)
+
+
def quick_access_buttons(config: Config, container = st.sidebar):
"""Add quick access button to skip parts of the Weather explorer"""
# get the current stage
@@ -595,6 +606,9 @@ def climate_stage(dataManager: DataManager, config: Config):
# get model scale
option_container = st.sidebar.expander('OPTIONS', expanded=True)
model_scale_select.model_scale_selector(dataManager, config, expander_container=option_container)
+
+ # inject the overview
+ inject_cordex_overview(dataManager)
# run main visualization
climate_plots(dataManager, config, expander_container=option_container)
@@ -620,7 +634,7 @@ def indices_stage(dataManager: DataManager, config: Config, data_expander=st.sid
climate_indices(dataManager, config)
-def transition_page(config: Config) -> None:
+def transition_page(dataManager: DataManager, config: Config) -> None:
"""
This Transition is shown when the user switches from weather explorer to
climate projections or further to climate indices, without using the quick access buttons.
@@ -638,6 +652,10 @@ def transition_page(config: Config) -> None:
st.header(t('title'))
st.markdown(t('introduction'), unsafe_allow_html=True)
+ # add the sunburst plot
+ if config['quick_access'] == 'transition_climate':
+ inject_cordex_overview(dataManager, expanded=True)
+
# add continue button
ok = st.button('WEITER' if config.lang=='de' else 'CONTINUE')
@@ -686,7 +704,7 @@ def main_app(**kwargs):
elif stage == 'index':
indices_stage(dataManager, config)
elif stage.startswith('transition'):
- transition_page(config)
+ transition_page(dataManager, config)
else:
st.error(f"We received weird data. A quick_access='{stage}' does not exist. Please contact the developer.")
st.stop()
diff --git a/ruins/plotting/__init__.py b/ruins/plotting/__init__.py
index aff9934..ee1c45e 100644
--- a/ruins/plotting/__init__.py
+++ b/ruins/plotting/__init__.py
@@ -3,4 +3,5 @@
from .weather_data import monthlyx
from .stripes_heatmap import yrplot_hm
from .climate_parcoords import climate_projection_parcoords
-from .dists import distribution_plot
\ No newline at end of file
+from .dists import distribution_plot
+from .cordex_sunburst import sunburst
\ No newline at end of file
diff --git a/ruins/plotting/bubble_plot.py b/ruins/plotting/bubble_plot.py
new file mode 100644
index 0000000..c584148
--- /dev/null
+++ b/ruins/plotting/bubble_plot.py
@@ -0,0 +1,111 @@
+import numpy as np
+import circlify
+import matplotlib.pyplot as plt
+
+
+def draw_bubbles(a, selectors = ['RCP','GCM']):
+ ##############################
+ # Erstellen der Struktur für das circlelize package - geht bestimmt viel einfacher und eleganter und für mehr Ebenen.
+
+ # Die Struktur wird z.B. auch in einem pandas multi-Index gut wieder gegeben, aber wie überführt man die in die hierarische Liste???
+ #tab = a.groupby(['RCP','GCM','RCM','ensemble','institute']).size()
+ #tab
+
+ levels = len(selectors)
+
+ data = [{'id': 'climate', 'datum': a.shape[0]}]
+
+ z = 0
+ b = a[selectors[z]].unique()
+ listed = []
+ for bb in b : listed = np.append(listed,{'id' : bb, 'datum' : a.groupby([selectors[z]]).size()[bb]})
+ data[0]['children'] = list(listed)
+
+ if levels >1:
+
+ for bb in data[0]['children']:
+ z = 1
+ ax = a[a[selectors[z-1]]==bb['id']]
+ bx = ax[selectors[z]].unique()
+ listed = []
+ for bbx in bx : listed = np.append(listed,{'id' : bbx, 'datum' : ax.groupby([selectors[z]]).size()[bbx]})
+ bb['children'] = list(listed)
+
+ if levels >2:
+ for cc in bb['children']:
+ cx = ax[ax[selectors[z]]==cc['id']]
+ ccx = cx[selectors[z+1]].unique()
+ listedc = []
+ for cccx in ccx : listedc = np.append(listedc,{'id' : cccx, 'datum' : ax.groupby([selectors[z+1]]).size()[cccx]})
+ cc['children'] = list(listedc)
+
+
+ ####################
+ # Berechnen der Kreisgeometrien
+
+ # Compute circle positions thanks to the circlify() function
+ circles = circlify.circlify(
+ data,
+ show_enclosure=False,
+ target_enclosure=circlify.Circle(x=0, y=0, r=1)
+ )
+
+ ####################
+ # eigentliches Erstellen des Circle Plots
+
+ # Create just a figure and only one subplot
+ fig, ax = plt.subplots(figsize=(14,14))
+
+ # Title
+ ax.set_title('Repartition of the climate predictions')
+
+ # Remove axes
+ ax.axis('off')
+
+ # Find axis boundaries
+ lim = max(
+ max(
+ abs(circle.x) + circle.r,
+ abs(circle.y) + circle.r,
+ )
+ for circle in circles
+ )
+ plt.xlim(-lim, lim)
+ plt.ylim(-lim, lim)
+
+ # Print circle the highest level:
+ for circle in circles:
+ if circle.level != 2:
+ continue
+ x, y, r = circle
+ ax.add_patch( plt.Circle((x, y), r, alpha=0.5, linewidth=2, color="lightblue"))
+
+ # Print circle and labels for the highest level:
+ for circle in circles:
+ if circle.level != 3:
+ continue
+ x, y, r = circle
+ label = circle.ex["id"]
+ ax.add_patch( plt.Circle((x, y), r, alpha=0.5, linewidth=2, color="darkblue"))
+ plt.annotate(label, (x,y-r/2), ha='center', color="white")
+
+ # Print circle and labels for the lowest level:
+ for circle in circles:
+ if circle.level != 4:
+ continue
+ x, y, r = circle
+ label = circle.ex["id"]
+ ax.add_patch( plt.Circle((x, y), r, alpha=0.5, linewidth=2, color="#69b3a2"))
+ plt.annotate(label, (x,y ), ha='center', color="white")
+
+ # Print labels for the highest level:
+ for circle in circles:
+ if circle.level != 2:
+ continue
+ x, y, r = circle
+ label = circle.ex["id"]
+ plt.annotate(label, (x,y-r ) ,va='center', ha='center', bbox=dict(facecolor='white', edgecolor='black', boxstyle='round', pad=.5))
+
+ plt.annotate('No. of Elements:'+str(a.shape[0]), (-0.9,0.9 ))
+
+ return fig
\ No newline at end of file
diff --git a/ruins/plotting/cordex_sunburst.py b/ruins/plotting/cordex_sunburst.py
new file mode 100644
index 0000000..b61b510
--- /dev/null
+++ b/ruins/plotting/cordex_sunburst.py
@@ -0,0 +1,40 @@
+import plotly.graph_objects as go
+import pandas as pd
+
+
+def sunburst(df: pd.DataFrame, maxdepth: int = 4, fig: go.Figure = None, width: int = 700, height: int = 700) -> go.Figure:
+ """
+ Create a sunburst plot of all climate models included in the current
+ dataset used in RUINS. It will group them by GCM -> RCM -> RCP.
+ The size of the sun can be restricted by the maxdepth argument.
+ """
+ # extract the data
+ ids = df.ids.values
+ labels = df.labels.values
+ parents = df.parents.values
+ values = df['values'].values
+ customdata = list(zip(df.customdata1.values, df.customdata2.values))
+
+ # handle figure
+ if fig is None:
+ fig = go.Figure()
+
+ # build the sunburst
+ fig.add_trace(go.Sunburst(
+ ids=ids,
+ labels=labels,
+ parents=parents,
+ values=values,
+ branchvalues='total',
+ insidetextorientation='radial',
+ #hoverinfo='label+percent root+percent parent+value',
+ maxdepth=maxdepth,
+ customdata=customdata,
+ hovertemplate='Name: %{label}
Total: %{value}
%{customdata[0]}
%{customdata[1]}',
+ name=''
+ ))
+
+ # figure config
+ fig.update_layout(margin=dict(t=0, l=0, r=0, b=0), width=width, height=height)
+
+ return fig