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Minimal example of plotly working with PyPSA - using Mapbox
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mapbox_access_token = 'PASTE_YOUR_TOKEN_HERE' | |
import plotly.offline as py | |
from plotly.graph_objs import * | |
import plotly.graph_objs as go | |
import pypsa | |
py.init_notebook_mode(connected=True) | |
%matplotlib inline | |
#data available from https://github.com/FRESNA/PyPSA | |
n = pypsa.Network("./pypsa/examples/scigrid-de/scigrid-with-load-gen-trafos/") | |
edge_trace = Scattermapbox( | |
lat=[], | |
lon=[], | |
line=Line(width=0.5,color='#888'), | |
hoverinfo='none', | |
mode='lines') | |
for edge in n.lines.index: | |
x0, y0 = n.buses.at[n.lines.at[edge,"bus0"],"x"],n.buses.at[n.lines.at[edge,"bus0"],"y"] | |
x1, y1 = n.buses.at[n.lines.at[edge,"bus1"],"x"],n.buses.at[n.lines.at[edge,"bus1"],"y"] | |
edge_trace['lon'] += [x0, x1, None] | |
edge_trace['lat'] += [y0, y1, None] | |
node_trace = Scattermapbox( | |
lat=[], | |
lon=[], | |
text=[], | |
mode='markers', | |
hoverinfo='text', | |
marker=Marker( | |
showscale=True, | |
# colorscale options | |
# 'Greys' | 'Greens' | 'Bluered' | 'Hot' | 'Picnic' | 'Portland' | | |
# Jet' | 'RdBu' | 'Blackbody' | 'Earth' | 'Electric' | 'YIOrRd' | 'YIGnBu' | |
colorscale='YIGnBu', | |
reversescale=True, | |
color=[], | |
size=10, | |
colorbar=dict( | |
thickness=15, | |
title='Node Connections', | |
xanchor='left', | |
titleside='right' | |
), | |
# line=dict(width=2) | |
) | |
) | |
for node in n.buses.index: | |
x, y = n.buses.at[node,"x"],n.buses.at[node,"y"] | |
node_trace['lon'].append(x) | |
node_trace['lat'].append(y) | |
#for node, adjacencies in enumerate(G.adjacency_list()): | |
# node_trace['marker']['color'].append(len(adjacencies)) | |
# node_info = '# of connections: '+str(len(adjacencies)) | |
# node_trace['text'].append(node_info) | |
layout = go.Layout( | |
title='Nuclear Waste Sites on Campus', | |
autosize=True, | |
hovermode='closest', | |
showlegend=True, | |
mapbox=dict( | |
accesstoken=mapbox_access_token, | |
bearing=0, | |
center=dict( | |
lat=51, | |
lon=10 | |
), | |
pitch=0, | |
zoom=4, | |
style='light' | |
), | |
) | |
fig = Figure(data=Data([edge_trace, node_trace]), | |
layout=layout | |
) | |
py.iplot(fig) |
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