def render_graph_color(graph_object,filename_str):
import pydot
node_list, adjacency_matrix = graph_object.labels, graph_object.adjacency_matrix
if not (adjacency_matrix.shape[0] == adjacency_matrix.shape[1]):
raise Exception("adjacency matrix should be square")
if not (len(node_list) == adjacency_matrix.shape[0]):
raise Exception("number of nodes is inconsistent with the number of available node labels")
if is_directed(adjacency_matrix):
graph = pydot.Dot(graph_type='digraph')
else:
graph = pydot.Dot(graph_type='graph')
nodes_dot=[]
for n in node_list:
tmp = pydot.Node(n)
nodes_dot.append(tmp)
graph.add_node(tmp)
for (i,j) in get_indices(adjacency_matrix):
graph.add_edge(pydot.Edge(nodes_dot[i], nodes_dot[j], label=graph_object.property_str, labelfontcolor="#009933", fontsize="10.0", color=graph_object.edge_color))
name = "%s.png" % filename_str
graph.write_png(name)
def _create_node(self, graph, article):
"""Create pygraph node"""
graph.add_node(article.id)
graph.add_node_attribute(article.id,{
'name':article.slug,
'data':{}
})
def AddNodeAndEdge(graph, nodeLst):
for node in nodeLst:
if not graph.has_node(node):
graph.add_node(node)
i = 0
while i < len(nodeLst)-1:
if not graph.has_edge((nodeLst[i],nodeLst[i+1])):
graph.add_edge((nodeLst[i],nodeLst[i+1]))
i += 1
def render_multi_prop_graph(multi_prop_graph,filename_str):
node_list, adjacency_matrix = multi_prop_graph.labels, multi_prop_graph.adjacency_matrix
if not (adjacency_matrix.shape[0] == adjacency_matrix.shape[1]):
raise Exception("adjacency matrix should be square")
if not (len(node_list) == adjacency_matrix.shape[0]):
raise Exception("number of nodes is inconsistent with the number of available node labels")
if is_directed(adjacency_matrix):
graph = pydot.Dot(graph_type='digraph')
direction = 'forward'
else:
graph = pydot.Dot(graph_type='graph',compound='true',mindist='0',ranksep='0',nodesep='0')
direction = 'none'
nodes_dot=[]
for n in node_list:
tmp = pydot.Node(n)
nodes_dot.append(tmp)
graph.add_node(tmp)
y = deepcopy(adjacency_matrix)
for (i,j) in get_indices(y):
if y[i][j] == 1:
if y[j][i] ==1:
y[j][i] =0
direction = 'none'
graph.add_edge(pydot.Edge(nodes_dot[i], nodes_dot[j], label=multi_prop_graph.property_str, labelfontcolor="#009933", fontsize="10.0", dir=direction,color=multi_prop_graph.edge_colormap[node_list[i],node_list[j]]))
if is_directed(adjacency_matrix) :
direction = 'forward'
name = "%s.png" % filename_str
#graph = add_legend(graph, property_colormap)
graph.write_png(name)
def drawGraphFromSM2(SM, names, outFile, Cut):
graph = pydot.Dot(graph_type='graph')
# THRESHOLD SM:
nonZeroMean = np.mean(SM[SM.nonzero()])
if Cut:
T = 5.0 * nonZeroMean
else:
T = 0.0;
for i in range(SM.shape[0]):
for j in range(SM.shape[0]):
if SM[i,j] <= T:
SM[i,j] = 0.0
else:
SM[i,j] = 1.0
numOfConnections = sum(SM, axis = 0)
#fig = plt.figure(1)
#plot1 = plt.imshow(SM, origin='upper', cmap=cm.gray, interpolation='nearest')
#plt.show()
numOfConnections = 9*numOfConnections / max(numOfConnections)
for i,f in enumerate(names):
if sum(SM[i,:])>0:
fillColorCurrent = "{0:d}".format(int(ceil(numOfConnections[i])))
# NOTE: SEE http://www.graphviz.org/doc/info/colors.html for color schemes
node = pydot.Node(f, style="filled", fontsize="8", shape="egg", fillcolor=fillColorCurrent, colorscheme = "reds9")
graph.add_node(node)
for i in range(len(names)):
for j in range(len(names)):
if i<j:
if SM[i][j] > 0:
#gr.add_edge((names[i], names[j]))
edge = pydot.Edge(names[i], names[j])
graph.add_edge(edge)
graph.write_png(outFile)
def create_node(self, graph, article):
graph.add_node(article.id)
graph.add_node_attribute(article.id,{
'name':article.slug,
'data':{}
})