inference/.venv/lib/python3.10/site-packages/networkx/drawing/nx_pydot.py

"""
*****
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.

Examples
--------
>>> G = nx.complete_graph(5)
>>> PG = nx.nx_pydot.to_pydot(G)
>>> H = nx.nx_pydot.from_pydot(PG)

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

import networkx as nx
from networkx.utils import open_file

__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")
@nx._dispatchable(name="pydot_read_dot", graphs=None, returns_graph=True)
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(nx.nx_pydot.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])


@nx._dispatchable(graphs=None, returns_graph=True)
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 = {str(k): str(v) for k, v in nodedata.items()}
        n = str(n)
        p = pydot.Node(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 = {str(k): str(v) for k, v in edgedata.items() if k != "key"}
            u, v = str(u), str(v)
            edge = pydot.Edge(u, v, key=str(key), **str_edgedata)
            P.add_edge(edge)

    else:
        for u, v, edgedata in N.edges(data=True):
            str_edgedata = {str(k): str(v) for k, v in edgedata.items()}
            u, v = str(u), str(v)
            edge = pydot.Edge(u, 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(H, 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():
        str_n = str(n)
        node = Q.get_node(pydot.quote_id_if_necessary(str_n))

        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