Fixed database typo and removed unnecessary class identifier.
This commit is contained in:
parent
00ad49a143
commit
45fb349a7d
5098 changed files with 952558 additions and 85 deletions
338
venv/Lib/site-packages/networkx/drawing/nx_pydot.py
Normal file
338
venv/Lib/site-packages/networkx/drawing/nx_pydot.py
Normal file
|
@ -0,0 +1,338 @@
|
|||
"""
|
||||
*****
|
||||
Pydot
|
||||
*****
|
||||
|
||||
Import and export NetworkX graphs in Graphviz dot format using pydot.
|
||||
|
||||
Either this module or nx_agraph can be used to interface with graphviz.
|
||||
|
||||
See Also
|
||||
--------
|
||||
pydot: https://github.com/erocarrera/pydot
|
||||
Graphviz: https://www.graphviz.org
|
||||
DOT Language: http://www.graphviz.org/doc/info/lang.html
|
||||
"""
|
||||
from locale import getpreferredencoding
|
||||
from networkx.utils import open_file
|
||||
import networkx as nx
|
||||
|
||||
__all__ = [
|
||||
"write_dot",
|
||||
"read_dot",
|
||||
"graphviz_layout",
|
||||
"pydot_layout",
|
||||
"to_pydot",
|
||||
"from_pydot",
|
||||
]
|
||||
|
||||
|
||||
@open_file(1, mode="w")
|
||||
def write_dot(G, path):
|
||||
"""Write NetworkX graph G to Graphviz dot format on path.
|
||||
|
||||
Path can be a string or a file handle.
|
||||
"""
|
||||
P = to_pydot(G)
|
||||
path.write(P.to_string())
|
||||
return
|
||||
|
||||
|
||||
@open_file(0, mode="r")
|
||||
def read_dot(path):
|
||||
"""Returns a NetworkX :class:`MultiGraph` or :class:`MultiDiGraph` from the
|
||||
dot file with the passed path.
|
||||
|
||||
If this file contains multiple graphs, only the first such graph is
|
||||
returned. All graphs _except_ the first are silently ignored.
|
||||
|
||||
Parameters
|
||||
----------
|
||||
path : str or file
|
||||
Filename or file handle.
|
||||
|
||||
Returns
|
||||
-------
|
||||
G : MultiGraph or MultiDiGraph
|
||||
A :class:`MultiGraph` or :class:`MultiDiGraph`.
|
||||
|
||||
Notes
|
||||
-----
|
||||
Use `G = nx.Graph(read_dot(path))` to return a :class:`Graph` instead of a
|
||||
:class:`MultiGraph`.
|
||||
"""
|
||||
import pydot
|
||||
|
||||
data = path.read()
|
||||
|
||||
# List of one or more "pydot.Dot" instances deserialized from this file.
|
||||
P_list = pydot.graph_from_dot_data(data)
|
||||
|
||||
# Convert only the first such instance into a NetworkX graph.
|
||||
return from_pydot(P_list[0])
|
||||
|
||||
|
||||
def from_pydot(P):
|
||||
"""Returns a NetworkX graph from a Pydot graph.
|
||||
|
||||
Parameters
|
||||
----------
|
||||
P : Pydot graph
|
||||
A graph created with Pydot
|
||||
|
||||
Returns
|
||||
-------
|
||||
G : NetworkX multigraph
|
||||
A MultiGraph or MultiDiGraph.
|
||||
|
||||
Examples
|
||||
--------
|
||||
>>> K5 = nx.complete_graph(5)
|
||||
>>> A = nx.nx_pydot.to_pydot(K5)
|
||||
>>> G = nx.nx_pydot.from_pydot(A) # return MultiGraph
|
||||
|
||||
# make a Graph instead of MultiGraph
|
||||
>>> G = nx.Graph(nx.nx_pydot.from_pydot(A))
|
||||
|
||||
"""
|
||||
if P.get_strict(None): # pydot bug: get_strict() shouldn't take argument
|
||||
multiedges = False
|
||||
else:
|
||||
multiedges = True
|
||||
|
||||
if P.get_type() == "graph": # undirected
|
||||
if multiedges:
|
||||
N = nx.MultiGraph()
|
||||
else:
|
||||
N = nx.Graph()
|
||||
else:
|
||||
if multiedges:
|
||||
N = nx.MultiDiGraph()
|
||||
else:
|
||||
N = nx.DiGraph()
|
||||
|
||||
# assign defaults
|
||||
name = P.get_name().strip('"')
|
||||
if name != "":
|
||||
N.name = name
|
||||
|
||||
# add nodes, attributes to N.node_attr
|
||||
for p in P.get_node_list():
|
||||
n = p.get_name().strip('"')
|
||||
if n in ("node", "graph", "edge"):
|
||||
continue
|
||||
N.add_node(n, **p.get_attributes())
|
||||
|
||||
# add edges
|
||||
for e in P.get_edge_list():
|
||||
u = e.get_source()
|
||||
v = e.get_destination()
|
||||
attr = e.get_attributes()
|
||||
s = []
|
||||
d = []
|
||||
|
||||
if isinstance(u, str):
|
||||
s.append(u.strip('"'))
|
||||
else:
|
||||
for unodes in u["nodes"]:
|
||||
s.append(unodes.strip('"'))
|
||||
|
||||
if isinstance(v, str):
|
||||
d.append(v.strip('"'))
|
||||
else:
|
||||
for vnodes in v["nodes"]:
|
||||
d.append(vnodes.strip('"'))
|
||||
|
||||
for source_node in s:
|
||||
for destination_node in d:
|
||||
N.add_edge(source_node, destination_node, **attr)
|
||||
|
||||
# add default attributes for graph, nodes, edges
|
||||
pattr = P.get_attributes()
|
||||
if pattr:
|
||||
N.graph["graph"] = pattr
|
||||
try:
|
||||
N.graph["node"] = P.get_node_defaults()[0]
|
||||
except (IndexError, TypeError):
|
||||
pass # N.graph['node']={}
|
||||
try:
|
||||
N.graph["edge"] = P.get_edge_defaults()[0]
|
||||
except (IndexError, TypeError):
|
||||
pass # N.graph['edge']={}
|
||||
return N
|
||||
|
||||
|
||||
def to_pydot(N):
|
||||
"""Returns a pydot graph from a NetworkX graph N.
|
||||
|
||||
Parameters
|
||||
----------
|
||||
N : NetworkX graph
|
||||
A graph created with NetworkX
|
||||
|
||||
Examples
|
||||
--------
|
||||
>>> K5 = nx.complete_graph(5)
|
||||
>>> P = nx.nx_pydot.to_pydot(K5)
|
||||
|
||||
Notes
|
||||
-----
|
||||
|
||||
"""
|
||||
import pydot
|
||||
|
||||
# set Graphviz graph type
|
||||
if N.is_directed():
|
||||
graph_type = "digraph"
|
||||
else:
|
||||
graph_type = "graph"
|
||||
strict = nx.number_of_selfloops(N) == 0 and not N.is_multigraph()
|
||||
|
||||
name = N.name
|
||||
graph_defaults = N.graph.get("graph", {})
|
||||
if name == "":
|
||||
P = pydot.Dot("", graph_type=graph_type, strict=strict, **graph_defaults)
|
||||
else:
|
||||
P = pydot.Dot(
|
||||
f'"{name}"', graph_type=graph_type, strict=strict, **graph_defaults
|
||||
)
|
||||
try:
|
||||
P.set_node_defaults(**N.graph["node"])
|
||||
except KeyError:
|
||||
pass
|
||||
try:
|
||||
P.set_edge_defaults(**N.graph["edge"])
|
||||
except KeyError:
|
||||
pass
|
||||
|
||||
for n, nodedata in N.nodes(data=True):
|
||||
str_nodedata = {k: str(v) for k, v in nodedata.items()}
|
||||
p = pydot.Node(str(n), **str_nodedata)
|
||||
P.add_node(p)
|
||||
|
||||
if N.is_multigraph():
|
||||
for u, v, key, edgedata in N.edges(data=True, keys=True):
|
||||
str_edgedata = {k: str(v) for k, v in edgedata.items() if k != "key"}
|
||||
edge = pydot.Edge(str(u), str(v), key=str(key), **str_edgedata)
|
||||
P.add_edge(edge)
|
||||
|
||||
else:
|
||||
for u, v, edgedata in N.edges(data=True):
|
||||
str_edgedata = {k: str(v) for k, v in edgedata.items()}
|
||||
edge = pydot.Edge(str(u), str(v), **str_edgedata)
|
||||
P.add_edge(edge)
|
||||
return P
|
||||
|
||||
|
||||
def graphviz_layout(G, prog="neato", root=None):
|
||||
"""Create node positions using Pydot and Graphviz.
|
||||
|
||||
Returns a dictionary of positions keyed by node.
|
||||
|
||||
Parameters
|
||||
----------
|
||||
G : NetworkX Graph
|
||||
The graph for which the layout is computed.
|
||||
prog : string (default: 'neato')
|
||||
The name of the GraphViz program to use for layout.
|
||||
Options depend on GraphViz version but may include:
|
||||
'dot', 'twopi', 'fdp', 'sfdp', 'circo'
|
||||
root : Node from G or None (default: None)
|
||||
The node of G from which to start some layout algorithms.
|
||||
|
||||
Returns
|
||||
-------
|
||||
Dictionary of (x, y) positions keyed by node.
|
||||
|
||||
Examples
|
||||
--------
|
||||
>>> G = nx.complete_graph(4)
|
||||
>>> pos = nx.nx_pydot.graphviz_layout(G)
|
||||
>>> pos = nx.nx_pydot.graphviz_layout(G, prog="dot")
|
||||
|
||||
Notes
|
||||
-----
|
||||
This is a wrapper for pydot_layout.
|
||||
"""
|
||||
return pydot_layout(G=G, prog=prog, root=root)
|
||||
|
||||
|
||||
def pydot_layout(G, prog="neato", root=None):
|
||||
"""Create node positions using :mod:`pydot` and Graphviz.
|
||||
|
||||
Parameters
|
||||
--------
|
||||
G : Graph
|
||||
NetworkX graph to be laid out.
|
||||
prog : string (default: 'neato')
|
||||
Name of the GraphViz command to use for layout.
|
||||
Options depend on GraphViz version but may include:
|
||||
'dot', 'twopi', 'fdp', 'sfdp', 'circo'
|
||||
root : Node from G or None (default: None)
|
||||
The node of G from which to start some layout algorithms.
|
||||
|
||||
Returns
|
||||
--------
|
||||
dict
|
||||
Dictionary of positions keyed by node.
|
||||
|
||||
Examples
|
||||
--------
|
||||
>>> G = nx.complete_graph(4)
|
||||
>>> pos = nx.nx_pydot.pydot_layout(G)
|
||||
>>> pos = nx.nx_pydot.pydot_layout(G, prog="dot")
|
||||
|
||||
Notes
|
||||
-----
|
||||
If you use complex node objects, they may have the same string
|
||||
representation and GraphViz could treat them as the same node.
|
||||
The layout may assign both nodes a single location. See Issue #1568
|
||||
If this occurs in your case, consider relabeling the nodes just
|
||||
for the layout computation using something similar to:
|
||||
|
||||
H = nx.convert_node_labels_to_integers(G, label_attribute='node_label')
|
||||
H_layout = nx.nx_pydot.pydot_layout(G, prog='dot')
|
||||
G_layout = {H.nodes[n]['node_label']: p for n, p in H_layout.items()}
|
||||
|
||||
"""
|
||||
import pydot
|
||||
|
||||
P = to_pydot(G)
|
||||
if root is not None:
|
||||
P.set("root", str(root))
|
||||
|
||||
# List of low-level bytes comprising a string in the dot language converted
|
||||
# from the passed graph with the passed external GraphViz command.
|
||||
D_bytes = P.create_dot(prog=prog)
|
||||
|
||||
# Unique string decoded from these bytes with the preferred locale encoding
|
||||
D = str(D_bytes, encoding=getpreferredencoding())
|
||||
|
||||
if D == "": # no data returned
|
||||
print(f"Graphviz layout with {prog} failed")
|
||||
print()
|
||||
print("To debug what happened try:")
|
||||
print("P = nx.nx_pydot.to_pydot(G)")
|
||||
print('P.write_dot("file.dot")')
|
||||
print(f"And then run {prog} on file.dot")
|
||||
return
|
||||
|
||||
# List of one or more "pydot.Dot" instances deserialized from this string.
|
||||
Q_list = pydot.graph_from_dot_data(D)
|
||||
assert len(Q_list) == 1
|
||||
|
||||
# The first and only such instance, as guaranteed by the above assertion.
|
||||
Q = Q_list[0]
|
||||
|
||||
node_pos = {}
|
||||
for n in G.nodes():
|
||||
pydot_node = pydot.Node(str(n)).get_name()
|
||||
node = Q.get_node(pydot_node)
|
||||
|
||||
if isinstance(node, list):
|
||||
node = node[0]
|
||||
pos = node.get_pos()[1:-1] # strip leading and trailing double quotes
|
||||
if pos is not None:
|
||||
xx, yy = pos.split(",")
|
||||
node_pos[n] = (float(xx), float(yy))
|
||||
return node_pos
|
Loading…
Add table
Add a link
Reference in a new issue