network x graph and floyd warshall
I am a newbie in Python. I have a map like this map, and I want to create the shortest paths from each node to every other nodes using network x. I've tried to write a simple code like this:
shp = nx.read_shp("../Shapefiles/Shapefiles/Station_in_Corridors/Group_1.shp")
G = nx.DiGraph()
for data in shp.edges(data = True):
G.add_edge(data[0],data[1],weight = data[2]["Length_Km"])
nx.floyd_warshall(G)
pos = nx.spring_layout(G)
nx.draw_networkx_nodes(G, pos = pos, node_size=100)
nx.draw_networkx_edges(G, pos = pos)
plt.show()
Prior to calling the result of floyd warshall, I'd like to see the graph first. Turns out the graph return like this:result. I don't think that graph is similar to the input (or is it?).
Anyhow, I've also tried to manually append the points with this code:
cor1 = driver.Open(cor1Data)
cor2 = driver.Open(cor2Data)
ly1 = cor1.GetLayer()
ly2 = cor2.GetLayer()
allpoints = {}
kreuz =
arcs = {}
for i in range(ly1.GetFeatureCount()):
for j in range(ly2.GetFeatureCount()): #Create road
feat1 = ly1.GetFeature(i)
geom1 = feat1.GetGeometryRef()
points1 = geom1.GetPoints()
feat2 = ly2.GetFeature(j)
geom2 = feat2.GetGeometryRef()
points2 = geom2.GetPoints()
arcs[i] = [(points1[0],points1[1],geom1.Length()),feat1]
arcs[len(ly1)+j] = [(points2[0],points2[1],geom2.Length()),feat2]
#Create OD trips
if not points1[0] in allpoints.values():
allpoints[i] = [points1[0],geom1.Length(),feat1]
else:
allpoints[i] = [points1[1],geom1.Length(),feat1]
if not points2[0] in allpoints.values():
allpoints[len(ly1)+j] = [points2[0],geom1.Length(),feat1]
else:
allpoints[len(ly1)+j] = [points2[1],geom1.Length(),feat1]
#append kreuz
if points1[0] == points2[0] or points1[0] == points2[1]:
kreuz.append(points1[0])
elif points1[1] == points2[0] or points1[1] == points2[1]:
kreuz.append(points1[1])
G = nx.DiGraph() #Set a directed graph
for k,v in arcs.items():
G.add_edge(v[0][0],v[0][1], weight = v[0][2])
G.add_nodes_from(allpoints.values())
nx.floyd_warshall(G)
pos = nx.spring_layout(G)
nx.draw_networkx_nodes(G, pos = pos, node_size=100)
nx.draw_networkx_edges(G, pos = pos)
plt.show()
and the result:
Result of second code
Is it a normal graph? And can anybody give some insights on how to calculate the shortest path right?
python graph networkx shortest-path floyd-warshall
add a comment |
I am a newbie in Python. I have a map like this map, and I want to create the shortest paths from each node to every other nodes using network x. I've tried to write a simple code like this:
shp = nx.read_shp("../Shapefiles/Shapefiles/Station_in_Corridors/Group_1.shp")
G = nx.DiGraph()
for data in shp.edges(data = True):
G.add_edge(data[0],data[1],weight = data[2]["Length_Km"])
nx.floyd_warshall(G)
pos = nx.spring_layout(G)
nx.draw_networkx_nodes(G, pos = pos, node_size=100)
nx.draw_networkx_edges(G, pos = pos)
plt.show()
Prior to calling the result of floyd warshall, I'd like to see the graph first. Turns out the graph return like this:result. I don't think that graph is similar to the input (or is it?).
Anyhow, I've also tried to manually append the points with this code:
cor1 = driver.Open(cor1Data)
cor2 = driver.Open(cor2Data)
ly1 = cor1.GetLayer()
ly2 = cor2.GetLayer()
allpoints = {}
kreuz =
arcs = {}
for i in range(ly1.GetFeatureCount()):
for j in range(ly2.GetFeatureCount()): #Create road
feat1 = ly1.GetFeature(i)
geom1 = feat1.GetGeometryRef()
points1 = geom1.GetPoints()
feat2 = ly2.GetFeature(j)
geom2 = feat2.GetGeometryRef()
points2 = geom2.GetPoints()
arcs[i] = [(points1[0],points1[1],geom1.Length()),feat1]
arcs[len(ly1)+j] = [(points2[0],points2[1],geom2.Length()),feat2]
#Create OD trips
if not points1[0] in allpoints.values():
allpoints[i] = [points1[0],geom1.Length(),feat1]
else:
allpoints[i] = [points1[1],geom1.Length(),feat1]
if not points2[0] in allpoints.values():
allpoints[len(ly1)+j] = [points2[0],geom1.Length(),feat1]
else:
allpoints[len(ly1)+j] = [points2[1],geom1.Length(),feat1]
#append kreuz
if points1[0] == points2[0] or points1[0] == points2[1]:
kreuz.append(points1[0])
elif points1[1] == points2[0] or points1[1] == points2[1]:
kreuz.append(points1[1])
G = nx.DiGraph() #Set a directed graph
for k,v in arcs.items():
G.add_edge(v[0][0],v[0][1], weight = v[0][2])
G.add_nodes_from(allpoints.values())
nx.floyd_warshall(G)
pos = nx.spring_layout(G)
nx.draw_networkx_nodes(G, pos = pos, node_size=100)
nx.draw_networkx_edges(G, pos = pos)
plt.show()
and the result:
Result of second code
Is it a normal graph? And can anybody give some insights on how to calculate the shortest path right?
python graph networkx shortest-path floyd-warshall
You are not assigning the output ofnx.floyd_warshall(G)to anything. What do you expect that line to do at the moment? AmendGin-place?
– Paul Brodersen
Nov 23 '18 at 14:33
Yes, I just want to see the G first before doing further with the floyd warshall algorithm. Does it have any effect to the G or should I assign it to the draw function?
– botibo
Nov 23 '18 at 23:03
add a comment |
I am a newbie in Python. I have a map like this map, and I want to create the shortest paths from each node to every other nodes using network x. I've tried to write a simple code like this:
shp = nx.read_shp("../Shapefiles/Shapefiles/Station_in_Corridors/Group_1.shp")
G = nx.DiGraph()
for data in shp.edges(data = True):
G.add_edge(data[0],data[1],weight = data[2]["Length_Km"])
nx.floyd_warshall(G)
pos = nx.spring_layout(G)
nx.draw_networkx_nodes(G, pos = pos, node_size=100)
nx.draw_networkx_edges(G, pos = pos)
plt.show()
Prior to calling the result of floyd warshall, I'd like to see the graph first. Turns out the graph return like this:result. I don't think that graph is similar to the input (or is it?).
Anyhow, I've also tried to manually append the points with this code:
cor1 = driver.Open(cor1Data)
cor2 = driver.Open(cor2Data)
ly1 = cor1.GetLayer()
ly2 = cor2.GetLayer()
allpoints = {}
kreuz =
arcs = {}
for i in range(ly1.GetFeatureCount()):
for j in range(ly2.GetFeatureCount()): #Create road
feat1 = ly1.GetFeature(i)
geom1 = feat1.GetGeometryRef()
points1 = geom1.GetPoints()
feat2 = ly2.GetFeature(j)
geom2 = feat2.GetGeometryRef()
points2 = geom2.GetPoints()
arcs[i] = [(points1[0],points1[1],geom1.Length()),feat1]
arcs[len(ly1)+j] = [(points2[0],points2[1],geom2.Length()),feat2]
#Create OD trips
if not points1[0] in allpoints.values():
allpoints[i] = [points1[0],geom1.Length(),feat1]
else:
allpoints[i] = [points1[1],geom1.Length(),feat1]
if not points2[0] in allpoints.values():
allpoints[len(ly1)+j] = [points2[0],geom1.Length(),feat1]
else:
allpoints[len(ly1)+j] = [points2[1],geom1.Length(),feat1]
#append kreuz
if points1[0] == points2[0] or points1[0] == points2[1]:
kreuz.append(points1[0])
elif points1[1] == points2[0] or points1[1] == points2[1]:
kreuz.append(points1[1])
G = nx.DiGraph() #Set a directed graph
for k,v in arcs.items():
G.add_edge(v[0][0],v[0][1], weight = v[0][2])
G.add_nodes_from(allpoints.values())
nx.floyd_warshall(G)
pos = nx.spring_layout(G)
nx.draw_networkx_nodes(G, pos = pos, node_size=100)
nx.draw_networkx_edges(G, pos = pos)
plt.show()
and the result:
Result of second code
Is it a normal graph? And can anybody give some insights on how to calculate the shortest path right?
python graph networkx shortest-path floyd-warshall
I am a newbie in Python. I have a map like this map, and I want to create the shortest paths from each node to every other nodes using network x. I've tried to write a simple code like this:
shp = nx.read_shp("../Shapefiles/Shapefiles/Station_in_Corridors/Group_1.shp")
G = nx.DiGraph()
for data in shp.edges(data = True):
G.add_edge(data[0],data[1],weight = data[2]["Length_Km"])
nx.floyd_warshall(G)
pos = nx.spring_layout(G)
nx.draw_networkx_nodes(G, pos = pos, node_size=100)
nx.draw_networkx_edges(G, pos = pos)
plt.show()
Prior to calling the result of floyd warshall, I'd like to see the graph first. Turns out the graph return like this:result. I don't think that graph is similar to the input (or is it?).
Anyhow, I've also tried to manually append the points with this code:
cor1 = driver.Open(cor1Data)
cor2 = driver.Open(cor2Data)
ly1 = cor1.GetLayer()
ly2 = cor2.GetLayer()
allpoints = {}
kreuz =
arcs = {}
for i in range(ly1.GetFeatureCount()):
for j in range(ly2.GetFeatureCount()): #Create road
feat1 = ly1.GetFeature(i)
geom1 = feat1.GetGeometryRef()
points1 = geom1.GetPoints()
feat2 = ly2.GetFeature(j)
geom2 = feat2.GetGeometryRef()
points2 = geom2.GetPoints()
arcs[i] = [(points1[0],points1[1],geom1.Length()),feat1]
arcs[len(ly1)+j] = [(points2[0],points2[1],geom2.Length()),feat2]
#Create OD trips
if not points1[0] in allpoints.values():
allpoints[i] = [points1[0],geom1.Length(),feat1]
else:
allpoints[i] = [points1[1],geom1.Length(),feat1]
if not points2[0] in allpoints.values():
allpoints[len(ly1)+j] = [points2[0],geom1.Length(),feat1]
else:
allpoints[len(ly1)+j] = [points2[1],geom1.Length(),feat1]
#append kreuz
if points1[0] == points2[0] or points1[0] == points2[1]:
kreuz.append(points1[0])
elif points1[1] == points2[0] or points1[1] == points2[1]:
kreuz.append(points1[1])
G = nx.DiGraph() #Set a directed graph
for k,v in arcs.items():
G.add_edge(v[0][0],v[0][1], weight = v[0][2])
G.add_nodes_from(allpoints.values())
nx.floyd_warshall(G)
pos = nx.spring_layout(G)
nx.draw_networkx_nodes(G, pos = pos, node_size=100)
nx.draw_networkx_edges(G, pos = pos)
plt.show()
and the result:
Result of second code
Is it a normal graph? And can anybody give some insights on how to calculate the shortest path right?
python graph networkx shortest-path floyd-warshall
python graph networkx shortest-path floyd-warshall
asked Nov 23 '18 at 14:26
botibobotibo
32
32
You are not assigning the output ofnx.floyd_warshall(G)to anything. What do you expect that line to do at the moment? AmendGin-place?
– Paul Brodersen
Nov 23 '18 at 14:33
Yes, I just want to see the G first before doing further with the floyd warshall algorithm. Does it have any effect to the G or should I assign it to the draw function?
– botibo
Nov 23 '18 at 23:03
add a comment |
You are not assigning the output ofnx.floyd_warshall(G)to anything. What do you expect that line to do at the moment? AmendGin-place?
– Paul Brodersen
Nov 23 '18 at 14:33
Yes, I just want to see the G first before doing further with the floyd warshall algorithm. Does it have any effect to the G or should I assign it to the draw function?
– botibo
Nov 23 '18 at 23:03
You are not assigning the output of
nx.floyd_warshall(G) to anything. What do you expect that line to do at the moment? Amend G in-place?– Paul Brodersen
Nov 23 '18 at 14:33
You are not assigning the output of
nx.floyd_warshall(G) to anything. What do you expect that line to do at the moment? Amend G in-place?– Paul Brodersen
Nov 23 '18 at 14:33
Yes, I just want to see the G first before doing further with the floyd warshall algorithm. Does it have any effect to the G or should I assign it to the draw function?
– botibo
Nov 23 '18 at 23:03
Yes, I just want to see the G first before doing further with the floyd warshall algorithm. Does it have any effect to the G or should I assign it to the draw function?
– botibo
Nov 23 '18 at 23:03
add a comment |
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You are not assigning the output of
nx.floyd_warshall(G)to anything. What do you expect that line to do at the moment? AmendGin-place?– Paul Brodersen
Nov 23 '18 at 14:33
Yes, I just want to see the G first before doing further with the floyd warshall algorithm. Does it have any effect to the G or should I assign it to the draw function?
– botibo
Nov 23 '18 at 23:03