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    ‘Àhé  ã                   @   s<   d Z ddlZddlmZmZ dgZedƒejdd„ ƒƒZdS )zSemiconnectedness.é    N)Únot_implemented_forÚpairwiseÚis_semiconnectedZ
undirectedc                    sN   t | ƒdkrt d¡‚t | ¡s$dS t | ¡‰ t‡ fdd„tt ˆ ¡ƒD ƒƒS )aÝ  Returns True if the graph is semiconnected, False otherwise.

    A graph is semiconnected if and only if for any pair of nodes, either one
    is reachable from the other, or they are mutually reachable.

    This function uses a theorem that states that a DAG is semiconnected
    if for any topological sort, for node $v_n$ in that sort, there is an
    edge $(v_i, v_{i+1})$. That allows us to check if a non-DAG `G` is
    semiconnected by condensing the graph: i.e. constructing a new graph `H`
    with nodes being the strongly connected components of `G`, and edges
    (scc_1, scc_2) if there is a edge $(v_1, v_2)$ in `G` for some
    $v_1 \in scc_1$ and $v_2 \in scc_2$. That results in a DAG, so we compute
    the topological sort of `H` and check if for every $n$ there is an edge
    $(scc_n, scc_{n+1})$.

    Parameters
    ----------
    G : NetworkX graph
        A directed graph.

    Returns
    -------
    semiconnected : bool
        True if the graph is semiconnected, False otherwise.

    Raises
    ------
    NetworkXNotImplemented
        If the input graph is undirected.

    NetworkXPointlessConcept
        If the graph is empty.

    Examples
    --------
    >>> G = nx.path_graph(4, create_using=nx.DiGraph())
    >>> print(nx.is_semiconnected(G))
    True
    >>> G = nx.DiGraph([(1, 2), (3, 2)])
    >>> print(nx.is_semiconnected(G))
    False

    See Also
    --------
    is_strongly_connected
    is_weakly_connected
    is_connected
    is_biconnected
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