Source code for networkx.readwrite.nx_shp
"""
*********
Shapefile
*********
Generates a networkx.DiGraph from point and line shapefiles.
Point geometries are translated into nodes, lines into edges. Coordinate tuples
are used as keys. Attributes are preserved, line geometries are simplified into
start and end coordinates. Accepts a single shapefile or directory of many
shapefiles.
"The Esri Shapefile or simply a shapefile is a popular geospatial vector
data format for geographic information systems software. It is developed
and regulated by Esri as a (mostly) open specification for data
interoperability among Esri and other software products."
See http://en.wikipedia.org/wiki/Shapefile for additional information.
"""
# Copyright (C) 2004-2010 by
# Ben Reilly <benwreilly@gmail.com>
# Aric Hagberg <hagberg@lanl.gov>
# Dan Schult <dschult@colgate.edu>
# Pieter Swart <swart@lanl.gov>
# All rights reserved.
# BSD license.
import networkx as nx
__author__ = """Ben Reilly (benwreilly@gmail.com)"""
__all__ = ['read_shp', 'write_shp']
[docs]def read_shp(path):
"""Generates a networkx.DiGraph from shapefiles. Point geometries are
translated into nodes, lines into edges. Coordinate tuples are used as
keys. Attributes are preserved, line geometries are simplified into start
and end coordinates. Accepts a single shapefile or directory of many
shapefiles.
"The Esri Shapefile or simply a shapefile is a popular geospatial vector
data format for geographic information systems software [1]_."
Parameters
----------
path : file or string
File, directory, or filename to read.
Returns
-------
G : NetworkX graph
Examples
--------
>>> G=nx.read_shp('test.shp') # doctest: +SKIP
References
----------
.. [1] http://en.wikipedia.org/wiki/Shapefile
"""
try:
from osgeo import ogr
except ImportError:
raise ImportError("read_shp requires OGR: http://www.gdal.org/")
net = nx.DiGraph()
def getfieldinfo(lyr, feature, flds):
f = feature
return [f.GetField(f.GetFieldIndex(x)) for x in flds]
def addlyr(lyr, fields):
for findex in xrange(lyr.GetFeatureCount()):
f = lyr.GetFeature(findex)
flddata = getfieldinfo(lyr, f, fields)
g = f.geometry()
attributes = dict(zip(fields, flddata))
attributes["ShpName"] = lyr.GetName()
if g.GetGeometryType() == 1: #point
net.add_node((g.GetPoint_2D(0)), attributes)
if g.GetGeometryType() == 2: #linestring
attributes["Wkb"] = g.ExportToWkb()
attributes["Wkt"] = g.ExportToWkt()
attributes["Json"] = g.ExportToJson()
last = g.GetPointCount() - 1
net.add_edge(g.GetPoint_2D(0), g.GetPoint_2D(last), attributes)
if isinstance(path, str):
shp = ogr.Open(path)
lyrcount = shp.GetLayerCount() #multiple layers indicate a directory
for lyrindex in xrange(lyrcount):
lyr = shp.GetLayerByIndex(lyrindex)
flds = [x.GetName() for x in lyr.schema]
addlyr(lyr, flds)
return net
[docs]def write_shp(G, outdir):
"""Writes a networkx.DiGraph to two shapefiles, edges and nodes.
Nodes and edges are expected to have a Well Known Binary (Wkb) or
Well Known Text (Wkt) key in order to generate geometries. Also
acceptable are nodes with a numeric tuple key (x,y).
"The Esri Shapefile or simply a shapefile is a popular geospatial vector
data format for geographic information systems software [1]_."
Parameters
----------
outdir : directory path
Output directory for the two shapefiles.
Returns
-------
None
Examples
--------
nx.write_shp(digraph, '/shapefiles') # doctest +SKIP
References
----------
.. [1] http://en.wikipedia.org/wiki/Shapefile
"""
try:
from osgeo import ogr
except ImportError:
raise ImportError("write_shp requires OGR: http://www.gdal.org/")
def netgeometry(key, data):
if data.has_key('Wkb'):
geom = ogr.CreateGeometryFromWkb(data['Wkb'])
elif data.has_key('Wkt'):
geom = ogr.CreateGeometryFromWkt(data['Wkt'])
elif type(key[0]) == 'tuple': # edge keys are packed tuples
geom = ogr.Geometry(ogr.wkbLineString)
_from, _to = key[0], key[1]
geom.SetPoint(0, *_from)
geom.SetPoint(1, *_to)
else:
geom = ogr.Geometry(ogr.wkbPoint)
geom.SetPoint(0, *key)
return geom
def create_feature(geometry, lyr):
feature = ogr.Feature(lyr.GetLayerDefn())
feature.SetGeometry(g)
lyr.CreateFeature(feature)
feature.Destroy()
drv = ogr.GetDriverByName("ESRI Shapefile")
shpdir = drv.CreateDataSource(outdir)
nodes = shpdir.CreateLayer("nodes", None, ogr.wkbPoint)
for n in G:
data = G.node[n].values() or [{}]
g = netgeometry(n, data[0])
create_feature(g, nodes)
edges = shpdir.CreateLayer("edges", None, ogr.wkbLineString)
for e in G.edges():
data = G.get_edge_data(*e)
g = netgeometry(e, data)
create_feature(g, edges)
nodes, edges = None, None
# fixture for nose tests
def setup_module(module):
from nose import SkipTest
try:
import ogr
except:
raise SkipTest("OGR not available")