Convert a network from momepy to a cityseer compatible networkx graph.
The process is for converting momepy networks is similar to that for opening street network datasets via geopandas.
import geopandas as gpd
import momepy
from cityseer.tools import io, plot/Users/gareth/dev/cityseer-examples/.venv/lib/python3.12/site-packages/tqdm/auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html
from .autonotebook import tqdm as notebook_tqdmPrepare a momepy street network. Here we will use the momepy example dataset streets which is a GeoDataFrame of street segments.
streets_gpd = gpd.read_file(
momepy.datasets.get_path("bubenec"),
layer="streets",
)
streets_gpd.head()| geometry | |
|---|---|
| 0 | LINESTRING (1603585.64 6464428.774, 1603413.20... |
| 1 | LINESTRING (1603268.502 6464060.781, 1603296.8... |
| 2 | LINESTRING (1603607.303 6464181.853, 1603592.8... |
| 3 | LINESTRING (1603678.97 6464477.215, 1603675.68... |
| 4 | LINESTRING (1603537.194 6464558.112, 1603557.6... |
streets_gpd.plot()
Use the nx_from_generic_geopandas function to convert the geopandas LineStrings dataset to a networkx graph. This function will automatically create nodes and edges from the LineStrings in the dataset.
G = io.nx_from_generic_geopandas(streets_gpd)
print(G)
plot.plot_nx(G, plot_geoms=True)INFO:cityseer.tools.graphs:Merging parallel edges within buffer of 1.
INFO:cityseer.tools.plot:Preparing graph nodes
INFO:cityseer.tools.plot:Preparing graph edgesMultiGraph with 29 nodes and 35 edges